warning: commands will be executed using /bin/sh
job 2520 at Fri Mar 28 13:27:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140224/YutaMouse20-140224/YutaMouse20-140224
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 1956292 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 652097 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 34418 members 
Mstep: Class 3 contains 34393 members 
Mstep: Class 4 contains 34178 members 
Mstep: Class 5 contains 34117 members 
Mstep: Class 6 contains 34471 members 
Mstep: Class 7 contains 34079 members 
Mstep: Class 8 contains 34467 members 
Mstep: Class 9 contains 34125 members 
Mstep: Class 10 contains 34563 members 
Mstep: Class 11 contains 34226 members 
Mstep: Class 12 contains 33952 members 
Mstep: Class 13 contains 34381 members 
Mstep: Class 14 contains 34528 members 
Mstep: Class 15 contains 34553 members 
Mstep: Class 16 contains 34247 members 
Mstep: Class 17 contains 34287 members 
Mstep: Class 18 contains 34289 members 
Mstep: Class 19 contains 34174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 985.534851 but Gain 3320.210938
Score: -72398176.000000 Penalty: 59763.804688
Iteration 0F: 19 clusters Score -7.239818e+07 nChanged 612618
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 31340 members 
Mstep: Class 3 contains 22276 members 
Mstep: Class 4 contains 32843 members 
Mstep: Class 5 contains 30604 members 
Mstep: Class 6 contains 44474 members 
Mstep: Class 7 contains 28199 members 
Mstep: Class 8 contains 42260 members 
Mstep: Class 10 contains 37296 members 
Mstep: Class 11 contains 24106 members 
Mstep: Class 12 contains 24658 members 
Mstep: Class 13 contains 63749 members 
Mstep: Class 14 contains 30599 members 
Mstep: Class 15 contains 31681 members 
Mstep: Class 16 contains 31519 members 
Mstep: Class 17 contains 69312 members 
Mstep: Class 18 contains 28819 members 
Mstep: Class 19 contains 39674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73744264.000000 Penalty: 59763.804688
Iteration 1F: 19 clusters Score -7.374426e+07 nChanged 207839
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 17220 members 
Mstep: Class 3 contains 20641 members 
Mstep: Class 4 contains 35970 members 
Mstep: Class 5 contains 26095 members 
Mstep: Class 6 contains 41447 members 
Mstep: Class 7 contains 21461 members 
Mstep: Class 8 contains 55087 members 
Mstep: Class 10 contains 44805 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 15880 members 
Mstep: Class 13 contains 54175 members 
Mstep: Class 14 contains 36074 members 
Mstep: Class 15 contains 37670 members 
Mstep: Class 16 contains 33644 members 
Mstep: Class 17 contains 76179 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 51339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74017032.000000 Penalty: 59763.804688
Iteration 2F: 19 clusters Score -7.401703e+07 nChanged 146530
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 8677 members 
Mstep: Class 3 contains 18088 members 
Mstep: Class 4 contains 36940 members 
Mstep: Class 5 contains 26637 members 
Mstep: Class 6 contains 30333 members 
Mstep: Class 7 contains 17439 members 
Mstep: Class 8 contains 65094 members 
Mstep: Class 10 contains 48541 members 
Mstep: Class 11 contains 15899 members 
Mstep: Class 12 contains 9812 members 
Mstep: Class 13 contains 53224 members 
Mstep: Class 14 contains 39096 members 
Mstep: Class 15 contains 40419 members 
Mstep: Class 16 contains 32885 members 
Mstep: Class 17 contains 90166 members 
Mstep: Class 18 contains 18337 members 
Mstep: Class 19 contains 60731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74140592.000000 Penalty: 59763.804688
Iteration 3F: 19 clusters Score -7.414059e+07 nChanged 107027
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 4411 members 
Mstep: Class 3 contains 14906 members 
Mstep: Class 4 contains 36346 members 
Mstep: Class 5 contains 27881 members 
Mstep: Class 6 contains 20041 members 
Mstep: Class 7 contains 13363 members 
Mstep: Class 8 contains 72318 members 
Mstep: Class 10 contains 51013 members 
Mstep: Class 11 contains 11819 members 
Mstep: Class 12 contains 5791 members 
Mstep: Class 13 contains 56535 members 
Mstep: Class 14 contains 39249 members 
Mstep: Class 15 contains 40327 members 
Mstep: Class 16 contains 30848 members 
Mstep: Class 17 contains 105847 members 
Mstep: Class 18 contains 14067 members 
Mstep: Class 19 contains 68952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3137.509766 but Gain 3320.210938
Score: -74218672.000000 Penalty: 56443.593750
Iteration 4F: 18 clusters Score -7.421867e+07 nChanged 89994
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 3 contains 11709 members 
Mstep: Class 4 contains 34651 members 
Mstep: Class 5 contains 29514 members 
Mstep: Class 6 contains 12993 members 
Mstep: Class 7 contains 9463 members 
Mstep: Class 8 contains 79162 members 
Mstep: Class 10 contains 52391 members 
Mstep: Class 11 contains 8515 members 
Mstep: Class 13 contains 60819 members 
Mstep: Class 14 contains 38558 members 
Mstep: Class 15 contains 38788 members 
Mstep: Class 16 contains 27937 members 
Mstep: Class 17 contains 121530 members 
Mstep: Class 18 contains 10639 members 
Mstep: Class 19 contains 76877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74285184.000000 Penalty: 56443.593750
Iteration 5F: 18 clusters Score -7.428518e+07 nChanged 74022
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 1153 members 
Mstep: Class 3 contains 8774 members 
Mstep: Class 4 contains 31453 members 
Mstep: Class 5 contains 29260 members 
Mstep: Class 6 contains 10238 members 
Mstep: Class 7 contains 6105 members 
Mstep: Class 8 contains 85772 members 
Mstep: Class 10 contains 52010 members 
Mstep: Class 11 contains 5821 members 
Mstep: Class 13 contains 62737 members 
Mstep: Class 14 contains 37949 members 
Mstep: Class 15 contains 36026 members 
Mstep: Class 16 contains 23936 members 
Mstep: Class 17 contains 135848 members 
Mstep: Class 18 contains 7841 members 
Mstep: Class 19 contains 84037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74336216.000000 Penalty: 56443.593750
Iteration 6F: 18 clusters Score -7.433622e+07 nChanged 66333
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 723 members 
Mstep: Class 3 contains 6360 members 
Mstep: Class 4 contains 27568 members 
Mstep: Class 5 contains 29004 members 
Mstep: Class 6 contains 10446 members 
Mstep: Class 7 contains 3746 members 
Mstep: Class 8 contains 92276 members 
Mstep: Class 10 contains 49814 members 
Mstep: Class 11 contains 3878 members 
Mstep: Class 13 contains 62758 members 
Mstep: Class 14 contains 37948 members 
Mstep: Class 15 contains 32731 members 
Mstep: Class 16 contains 19443 members 
Mstep: Class 17 contains 149857 members 
Mstep: Class 18 contains 5723 members 
Mstep: Class 19 contains 90554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2449.166504 but Gain 3320.210938
Score: -74379568.000000 Penalty: 53123.382812
Iteration 7F: 17 clusters Score -7.437957e+07 nChanged 63325
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 4539 members 
Mstep: Class 4 contains 23434 members 
Mstep: Class 5 contains 28790 members 
Mstep: Class 6 contains 11643 members 
Mstep: Class 7 contains 2241 members 
Mstep: Class 8 contains 98718 members 
Mstep: Class 10 contains 46229 members 
Mstep: Class 13 contains 61310 members 
Mstep: Class 14 contains 38594 members 
Mstep: Class 15 contains 29186 members 
Mstep: Class 16 contains 15199 members 
Mstep: Class 17 contains 164920 members 
Mstep: Class 18 contains 4225 members 
Mstep: Class 19 contains 97134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3178.537598 but Gain 3320.210938
Score: -74421128.000000 Penalty: 49803.171875
Iteration 8F: 16 clusters Score -7.442113e+07 nChanged 59066
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 4 contains 19357 members 
Mstep: Class 5 contains 28624 members 
Mstep: Class 6 contains 13238 members 
Mstep: Class 7 contains 1326 members 
Mstep: Class 8 contains 104712 members 
Mstep: Class 10 contains 41602 members 
Mstep: Class 13 contains 58600 members 
Mstep: Class 14 contains 39765 members 
Mstep: Class 15 contains 25420 members 
Mstep: Class 16 contains 11342 members 
Mstep: Class 17 contains 178995 members 
Mstep: Class 18 contains 3246 members 
Mstep: Class 19 contains 103649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2996.868164 but Gain 3320.214844
Score: -74461808.000000 Penalty: 46482.957031
Iteration 9F: 15 clusters Score -7.446181e+07 nChanged 53404
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 578 members 
Mstep: Class 4 contains 15496 members 
Mstep: Class 5 contains 28476 members 
Mstep: Class 6 contains 14997 members 
Mstep: Class 7 contains 1062 members 
Mstep: Class 8 contains 109624 members 
Mstep: Class 10 contains 36567 members 
Mstep: Class 13 contains 54896 members 
Mstep: Class 14 contains 40929 members 
Mstep: Class 15 contains 21634 members 
Mstep: Class 16 contains 8076 members 
Mstep: Class 17 contains 192669 members 
Mstep: Class 19 contains 109013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74503512.000000 Penalty: 46482.957031
Iteration 10F: 15 clusters Score -7.450351e+07 nChanged 46503
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 4 contains 11800 members 
Mstep: Class 5 contains 28354 members 
Mstep: Class 6 contains 16891 members 
Mstep: Class 7 contains 1175 members 
Mstep: Class 8 contains 112614 members 
Mstep: Class 10 contains 31620 members 
Mstep: Class 13 contains 51105 members 
Mstep: Class 14 contains 41655 members 
Mstep: Class 15 contains 17783 members 
Mstep: Class 16 contains 5583 members 
Mstep: Class 17 contains 204752 members 
Mstep: Class 19 contains 113198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74533304.000000 Penalty: 46482.957031
Iteration 11F: 15 clusters Score -7.45333e+07 nChanged 41526
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 4 contains 8802 members 
Mstep: Class 5 contains 28248 members 
Mstep: Class 6 contains 18833 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 114057 members 
Mstep: Class 10 contains 27539 members 
Mstep: Class 13 contains 48074 members 
Mstep: Class 14 contains 41997 members 
Mstep: Class 15 contains 14522 members 
Mstep: Class 16 contains 3769 members 
Mstep: Class 17 contains 215945 members 
Mstep: Class 19 contains 116154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2654.536865 but Gain 3320.210938
Score: -74556608.000000 Penalty: 43162.746094
Iteration 12F: 14 clusters Score -7.455661e+07 nChanged 38673
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 607 members 
Mstep: Class 4 contains 6561 members 
Mstep: Class 5 contains 28164 members 
Mstep: Class 6 contains 20798 members 
Mstep: Class 7 contains 1303 members 
Mstep: Class 8 contains 114543 members 
Mstep: Class 10 contains 24553 members 
Mstep: Class 13 contains 45420 members 
Mstep: Class 14 contains 42086 members 
Mstep: Class 15 contains 12276 members 
Mstep: Class 17 contains 226886 members 
Mstep: Class 19 contains 118763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74579224.000000 Penalty: 43162.746094
Iteration 13F: 14 clusters Score -7.457922e+07 nChanged 31302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 28105 members 
Mstep: Class 6 contains 22726 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 113561 members 
Mstep: Class 10 contains 22393 members 
Mstep: Class 13 contains 42830 members 
Mstep: Class 14 contains 41631 members 
Mstep: Class 15 contains 10599 members 
Mstep: Class 17 contains 236247 members 
Mstep: Class 19 contains 118777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74593464.000000 Penalty: 43162.746094
Iteration 14Q: 14 clusters Score -7.459346e+07 nChanged 27706
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 28061 members 
Mstep: Class 6 contains 24608 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 111790 members 
Mstep: Class 10 contains 21099 members 
Mstep: Class 13 contains 40286 members 
Mstep: Class 14 contains 41017 members 
Mstep: Class 15 contains 9723 members 
Mstep: Class 17 contains 244977 members 
Mstep: Class 19 contains 117714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74603840.000000 Penalty: 43162.746094
Iteration 15Q: 14 clusters Score -7.460384e+07 nChanged 25131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 4 contains 3030 members 
Mstep: Class 5 contains 28040 members 
Mstep: Class 6 contains 26347 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 109548 members 
Mstep: Class 10 contains 20410 members 
Mstep: Class 13 contains 37822 members 
Mstep: Class 14 contains 40125 members 
Mstep: Class 15 contains 9432 members 
Mstep: Class 17 contains 253438 members 
Mstep: Class 19 contains 115756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2875.955078 but Gain 3320.210938
Score: -74612960.000000 Penalty: 39842.535156
Iteration 16Q: 13 clusters Score -7.461296e+07 nChanged 25083
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 5 contains 28027 members 
Mstep: Class 6 contains 28057 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 107681 members 
Mstep: Class 10 contains 20048 members 
Mstep: Class 13 contains 35527 members 
Mstep: Class 14 contains 39236 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 17 contains 262080 members 
Mstep: Class 19 contains 114034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74623416.000000 Penalty: 39842.535156
Iteration 17Q: 13 clusters Score -7.462342e+07 nChanged 20607
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 5 contains 28016 members 
Mstep: Class 6 contains 29610 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 105204 members 
Mstep: Class 10 contains 19980 members 
Mstep: Class 13 contains 33332 members 
Mstep: Class 14 contains 38129 members 
Mstep: Class 15 contains 10181 members 
Mstep: Class 17 contains 268769 members 
Mstep: Class 19 contains 111546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629008.000000 Penalty: 39842.535156
Iteration 18Q: 13 clusters Score -7.462901e+07 nChanged 18783
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 5 contains 27996 members 
Mstep: Class 6 contains 30936 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 102869 members 
Mstep: Class 10 contains 20108 members 
Mstep: Class 13 contains 31309 members 
Mstep: Class 14 contains 37087 members 
Mstep: Class 15 contains 10712 members 
Mstep: Class 17 contains 274593 members 
Mstep: Class 19 contains 109226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633392.000000 Penalty: 39842.535156
Iteration 19Q: 13 clusters Score -7.463339e+07 nChanged 17077
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 5 contains 27980 members 
Mstep: Class 6 contains 32120 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 100687 members 
Mstep: Class 10 contains 20390 members 
Mstep: Class 13 contains 29506 members 
Mstep: Class 14 contains 36200 members 
Mstep: Class 15 contains 11357 members 
Mstep: Class 17 contains 279345 members 
Mstep: Class 19 contains 107169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637744.000000 Penalty: 39842.535156
Iteration 20F: 13 clusters Score -7.463774e+07 nChanged 15157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 5 contains 27961 members 
Mstep: Class 6 contains 33127 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 98726 members 
Mstep: Class 10 contains 20818 members 
Mstep: Class 13 contains 27933 members 
Mstep: Class 14 contains 35339 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 17 contains 283287 members 
Mstep: Class 19 contains 105320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640528.000000 Penalty: 39842.535156
Iteration 21Q: 13 clusters Score -7.464053e+07 nChanged 13553
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 5 contains 27941 members 
Mstep: Class 6 contains 33981 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 96852 members 
Mstep: Class 10 contains 21276 members 
Mstep: Class 13 contains 26634 members 
Mstep: Class 14 contains 34497 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 17 contains 286597 members 
Mstep: Class 19 contains 103821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642016.000000 Penalty: 39842.535156
Iteration 22Q: 13 clusters Score -7.464202e+07 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 5 contains 27911 members 
Mstep: Class 6 contains 34736 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 95297 members 
Mstep: Class 10 contains 21692 members 
Mstep: Class 13 contains 25514 members 
Mstep: Class 14 contains 33647 members 
Mstep: Class 15 contains 13249 members 
Mstep: Class 17 contains 288977 members 
Mstep: Class 19 contains 102818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642168.000000 Penalty: 39842.535156
Iteration 23Q: 13 clusters Score -7.464217e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 5 contains 27886 members 
Mstep: Class 6 contains 35391 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 94043 members 
Mstep: Class 10 contains 22088 members 
Mstep: Class 13 contains 24656 members 
Mstep: Class 14 contains 32843 members 
Mstep: Class 15 contains 13835 members 
Mstep: Class 17 contains 290543 members 
Mstep: Class 19 contains 102076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641784.000000 Penalty: 39842.535156
Iteration 24Q: 13 clusters Score -7.464178e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 5 contains 27854 members 
Mstep: Class 6 contains 35896 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 93118 members 
Mstep: Class 10 contains 22454 members 
Mstep: Class 13 contains 23970 members 
Mstep: Class 14 contains 32192 members 
Mstep: Class 15 contains 14334 members 
Mstep: Class 17 contains 291399 members 
Mstep: Class 19 contains 101668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641608.000000 Penalty: 39842.535156
Iteration 25Q: 13 clusters Score -7.464161e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 5 contains 27843 members 
Mstep: Class 6 contains 36333 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 92447 members 
Mstep: Class 10 contains 22816 members 
Mstep: Class 13 contains 23386 members 
Mstep: Class 14 contains 31673 members 
Mstep: Class 15 contains 14736 members 
Mstep: Class 17 contains 291606 members 
Mstep: Class 19 contains 101541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641240.000000 Penalty: 39842.535156
Iteration 26Q: 13 clusters Score -7.464124e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 5 contains 27832 members 
Mstep: Class 6 contains 36678 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 92188 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 13 contains 22834 members 
Mstep: Class 14 contains 31146 members 
Mstep: Class 15 contains 15120 members 
Mstep: Class 17 contains 291292 members 
Mstep: Class 19 contains 101619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641576.000000 Penalty: 39842.535156
Iteration 27Q: 13 clusters Score -7.464158e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 5 contains 27829 members 
Mstep: Class 6 contains 36919 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 8 contains 92126 members 
Mstep: Class 10 contains 23484 members 
Mstep: Class 13 contains 22378 members 
Mstep: Class 14 contains 30619 members 
Mstep: Class 15 contains 15502 members 
Mstep: Class 17 contains 290707 members 
Mstep: Class 19 contains 101761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641944.000000 Penalty: 39842.535156
Iteration 28Q: 13 clusters Score -7.464194e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 5 contains 27830 members 
Mstep: Class 6 contains 37092 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 92107 members 
Mstep: Class 10 contains 23781 members 
Mstep: Class 13 contains 21933 members 
Mstep: Class 14 contains 30114 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 17 contains 290037 members 
Mstep: Class 19 contains 102031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642208.000000 Penalty: 39842.535156
Iteration 29Q: 13 clusters Score -7.464221e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 5 contains 27831 members 
Mstep: Class 6 contains 37246 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 92132 members 
Mstep: Class 10 contains 24036 members 
Mstep: Class 13 contains 21566 members 
Mstep: Class 14 contains 29652 members 
Mstep: Class 15 contains 16167 members 
Mstep: Class 17 contains 289258 members 
Mstep: Class 19 contains 102400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642296.000000 Penalty: 39842.535156
Iteration 30Q: 13 clusters Score -7.46423e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 5 contains 27828 members 
Mstep: Class 6 contains 37349 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 92281 members 
Mstep: Class 10 contains 24250 members 
Mstep: Class 13 contains 21229 members 
Mstep: Class 14 contains 29259 members 
Mstep: Class 15 contains 16429 members 
Mstep: Class 17 contains 288415 members 
Mstep: Class 19 contains 102802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642904.000000 Penalty: 39842.535156
Iteration 31Q: 13 clusters Score -7.46429e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 5 contains 27827 members 
Mstep: Class 6 contains 37431 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 92458 members 
Mstep: Class 10 contains 24439 members 
Mstep: Class 13 contains 20944 members 
Mstep: Class 14 contains 28918 members 
Mstep: Class 15 contains 16679 members 
Mstep: Class 17 contains 287556 members 
Mstep: Class 19 contains 103183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643088.000000 Penalty: 39842.535156
Iteration 32Q: 13 clusters Score -7.464309e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 5 contains 27832 members 
Mstep: Class 6 contains 37476 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 92623 members 
Mstep: Class 10 contains 24600 members 
Mstep: Class 13 contains 20693 members 
Mstep: Class 14 contains 28597 members 
Mstep: Class 15 contains 16919 members 
Mstep: Class 17 contains 286712 members 
Mstep: Class 19 contains 103576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643216.000000 Penalty: 39842.535156
Iteration 33Q: 13 clusters Score -7.464322e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 5 contains 27838 members 
Mstep: Class 6 contains 37491 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 92791 members 
Mstep: Class 10 contains 24747 members 
Mstep: Class 13 contains 20499 members 
Mstep: Class 14 contains 28336 members 
Mstep: Class 15 contains 17122 members 
Mstep: Class 17 contains 285919 members 
Mstep: Class 19 contains 103959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643728.000000 Penalty: 39842.535156
Iteration 34Q: 13 clusters Score -7.464373e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 5 contains 27840 members 
Mstep: Class 6 contains 37505 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 92965 members 
Mstep: Class 10 contains 24864 members 
Mstep: Class 13 contains 20334 members 
Mstep: Class 14 contains 28112 members 
Mstep: Class 15 contains 17317 members 
Mstep: Class 17 contains 285179 members 
Mstep: Class 19 contains 104316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644160.000000 Penalty: 39842.535156
Iteration 35Q: 13 clusters Score -7.464416e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 5 contains 27839 members 
Mstep: Class 6 contains 37529 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 93171 members 
Mstep: Class 10 contains 24986 members 
Mstep: Class 13 contains 20166 members 
Mstep: Class 14 contains 27936 members 
Mstep: Class 15 contains 17531 members 
Mstep: Class 17 contains 284460 members 
Mstep: Class 19 contains 104598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644288.000000 Penalty: 39842.535156
Iteration 36Q: 13 clusters Score -7.464429e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 5 contains 27837 members 
Mstep: Class 6 contains 37531 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 93379 members 
Mstep: Class 10 contains 25074 members 
Mstep: Class 13 contains 20006 members 
Mstep: Class 14 contains 27818 members 
Mstep: Class 15 contains 17707 members 
Mstep: Class 17 contains 283808 members 
Mstep: Class 19 contains 104876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644336.000000 Penalty: 39842.535156
Iteration 37Q: 13 clusters Score -7.464434e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 5 contains 27834 members 
Mstep: Class 6 contains 37517 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 93537 members 
Mstep: Class 10 contains 25179 members 
Mstep: Class 13 contains 19870 members 
Mstep: Class 14 contains 27729 members 
Mstep: Class 15 contains 17850 members 
Mstep: Class 17 contains 283225 members 
Mstep: Class 19 contains 105150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644352.000000 Penalty: 39842.535156
Iteration 38Q: 13 clusters Score -7.464435e+07 nChanged 1960
Entering ConstructFrom: 
Score: -74644352.000000 Penalty: 39842.535156
Entering ConstructFrom: 
Trying to split cluster 1 (12283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Entering Unmasked Estep 
Score: -1456593.875000 Penalty: 2335.160889
	Iteration 0F: 2 clusters Score -1456594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1447497.625000 Penalty: 4670.321777
	Iteration 0F: 3 clusters Score -1447498 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1450171.500000 Penalty: 4670.321777
	Iteration 1F: 3 clusters Score -1450172 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1450579.375000 Penalty: 4670.321777
	Iteration 2F: 3 clusters Score -1450579 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1450994.750000 Penalty: 4670.321777
	Iteration 3F: 3 clusters Score -1450995 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1451428.125000 Penalty: 4670.321777
	Iteration 4F: 3 clusters Score -1451428 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1451941.500000 Penalty: 4670.321777
	Iteration 5F: 3 clusters Score -1451942 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1452539.375000 Penalty: 4670.321777
	Iteration 6F: 3 clusters Score -1452539 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1453146.000000 Penalty: 4670.321777
	Iteration 7F: 3 clusters Score -1453146 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1453726.125000 Penalty: 4670.321777
	Iteration 8F: 3 clusters Score -1453726 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1454138.125000 Penalty: 4670.321777
	Iteration 9Q: 3 clusters Score -1454138 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1454365.375000 Penalty: 4670.321777
	Iteration 10Q: 3 clusters Score -1454365 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1454520.750000 Penalty: 4670.321777
	Iteration 11Q: 3 clusters Score -1454521 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1454616.375000 Penalty: 4670.321777
	Iteration 12Q: 3 clusters Score -1454616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1454669.750000 Penalty: 4670.321777
	Iteration 13Q: 3 clusters Score -1454670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1454710.625000 Penalty: 4670.321777
	Iteration 14Q: 3 clusters Score -1454711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1454719.875000 Penalty: 4670.321777
	Iteration 15Q: 3 clusters Score -1454720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1454737.250000 Penalty: 4670.321777
	Iteration 16Q: 3 clusters Score -1454737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1454744.250000 Penalty: 4670.321777
	Iteration 17Q: 3 clusters Score -1454744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1454750.125000 Penalty: 4670.321777
	Iteration 18Q: 3 clusters Score -1454750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1454754.875000 Penalty: 4670.321777
	Iteration 19Q: 3 clusters Score -1454755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1454759.500000 Penalty: 4670.321777
	Iteration 20F: 3 clusters Score -1454760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1454764.625000 Penalty: 4670.321777
	Iteration 21Q: 3 clusters Score -1454765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1454771.125000 Penalty: 4670.321777
	Iteration 22Q: 3 clusters Score -1454771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1454774.500000 Penalty: 4670.321777
	Iteration 23Q: 3 clusters Score -1454774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1454777.250000 Penalty: 4670.321777
	Iteration 24Q: 3 clusters Score -1454777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1454779.875000 Penalty: 4670.321777
	Iteration 25Q: 3 clusters Score -1454780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1454782.500000 Penalty: 4670.321777
	Iteration 26Q: 3 clusters Score -1454782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1454781.750000 Penalty: 4670.321777
	Iteration 27Q: 3 clusters Score -1454782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1454782.250000 Penalty: 4670.321777
	Iteration 28Q: 3 clusters Score -1454782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1454782.250000 Penalty: 4670.321777
	Iteration 29F: 3 clusters Score -1454782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -68674.742188 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -68674.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67007.554688 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -67007.55 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67149.523438 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -67149.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67192.226562 Penalty: 3193.125000
	Iteration 2Q: 3 clusters Score -67192.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67229.062500 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -67229.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67254.968750 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -67254.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67269.937500 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -67269.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67283.023438 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -67283.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67296.710938 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -67296.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67314.085938 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -67314.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67325.679688 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -67325.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67336.734375 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -67336.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67345.468750 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -67345.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67348.273438 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -67348.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67348.273438 Penalty: 3193.125000
	Iteration 13F: 3 clusters Score -67348.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Entering Unmasked Estep 
Score: -3228466.000000 Penalty: 2538.026367
	Iteration 0F: 2 clusters Score -3228466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3209394.000000 Penalty: 5076.052734
	Iteration 0F: 3 clusters Score -3209394 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3216127.250000 Penalty: 5076.052734
	Iteration 1F: 3 clusters Score -3216127 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3216523.250000 Penalty: 5076.052734
	Iteration 2Q: 3 clusters Score -3216523 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3216831.750000 Penalty: 5076.052734
	Iteration 3Q: 3 clusters Score -3216832 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3217072.500000 Penalty: 5076.052734
	Iteration 4Q: 3 clusters Score -3217072 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3217311.000000 Penalty: 5076.052734
	Iteration 5Q: 3 clusters Score -3217311 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3217584.250000 Penalty: 5076.052734
	Iteration 6Q: 3 clusters Score -3217584 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3217901.750000 Penalty: 5076.052734
	Iteration 7Q: 3 clusters Score -3217902 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -3218408.250000 Penalty: 5076.052734
	Iteration 8Q: 3 clusters Score -3218408 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3219152.250000 Penalty: 5076.052734
	Iteration 9Q: 3 clusters Score -3219152 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3220272.250000 Penalty: 5076.052734
	Iteration 10F: 3 clusters Score -3220272 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3221782.250000 Penalty: 5076.052734
	Iteration 11F: 3 clusters Score -3221782 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3223452.250000 Penalty: 5076.052734
	Iteration 12F: 3 clusters Score -3223452 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3224785.750000 Penalty: 5076.052734
	Iteration 13F: 3 clusters Score -3224786 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3225502.750000 Penalty: 5076.052734
	Iteration 14Q: 3 clusters Score -3225503 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3225890.750000 Penalty: 5076.052734
	Iteration 15Q: 3 clusters Score -3225891 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3226059.250000 Penalty: 5076.052734
	Iteration 16Q: 3 clusters Score -3226059 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3226161.500000 Penalty: 5076.052734
	Iteration 17Q: 3 clusters Score -3226162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3226227.500000 Penalty: 5076.052734
	Iteration 18Q: 3 clusters Score -3226228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3226282.250000 Penalty: 5076.052734
	Iteration 19Q: 3 clusters Score -3226282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3226319.750000 Penalty: 5076.052734
	Iteration 20F: 3 clusters Score -3226320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3226340.500000 Penalty: 5076.052734
	Iteration 21Q: 3 clusters Score -3226340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3226350.750000 Penalty: 5076.052734
	Iteration 22Q: 3 clusters Score -3226351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -3226356.750000 Penalty: 5076.052734
	Iteration 23Q: 3 clusters Score -3226357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3226365.000000 Penalty: 5076.052734
	Iteration 24Q: 3 clusters Score -3226365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3226368.250000 Penalty: 5076.052734
	Iteration 25Q: 3 clusters Score -3226368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -3226371.000000 Penalty: 5076.052734
	Iteration 26Q: 3 clusters Score -3226371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3226381.250000 Penalty: 5076.052734
	Iteration 27Q: 3 clusters Score -3226381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3226383.250000 Penalty: 5076.052734
	Iteration 28Q: 3 clusters Score -3226383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3226384.250000 Penalty: 5076.052734
	Iteration 29Q: 3 clusters Score -3226384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3226386.500000 Penalty: 5076.052734
	Iteration 30Q: 3 clusters Score -3226386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -3226394.250000 Penalty: 5076.052734
	Iteration 31Q: 3 clusters Score -3226394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3226397.000000 Penalty: 5076.052734
	Iteration 32Q: 3 clusters Score -3226397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3226398.000000 Penalty: 5076.052734
	Iteration 33Q: 3 clusters Score -3226398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3226401.250000 Penalty: 5076.052734
	Iteration 34Q: 3 clusters Score -3226401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3226405.750000 Penalty: 5076.052734
	Iteration 35Q: 3 clusters Score -3226406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3226406.500000 Penalty: 5076.052734
	Iteration 36Q: 3 clusters Score -3226406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3226405.000000 Penalty: 5076.052734
	Iteration 37Q: 3 clusters Score -3226405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3226405.000000 Penalty: 5076.052734
	Iteration 38F: 3 clusters Score -3226405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Entering Unmasked Estep 
Score: -4237091.000000 Penalty: 2612.072266
	Iteration 0F: 2 clusters Score -4237091 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 18811 members 
Entering Unmasked Estep 
Score: -4211402.500000 Penalty: 5224.144531
	Iteration 0F: 3 clusters Score -4211402 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4220976.500000 Penalty: 5224.144531
	Iteration 1F: 3 clusters Score -4220976 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -4221734.000000 Penalty: 5224.144531
	Iteration 2Q: 3 clusters Score -4221734 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -4222912.000000 Penalty: 5224.144531
	Iteration 3F: 3 clusters Score -4222912 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -4224563.500000 Penalty: 5224.144531
	Iteration 4F: 3 clusters Score -4224564 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4226619.500000 Penalty: 5224.144531
	Iteration 5F: 3 clusters Score -4226620 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -4228761.000000 Penalty: 5224.144531
	Iteration 6F: 3 clusters Score -4228761 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -4230690.000000 Penalty: 5224.144531
	Iteration 7F: 3 clusters Score -4230690 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -4231984.500000 Penalty: 5224.144531
	Iteration 8F: 3 clusters Score -4231984 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -4232765.000000 Penalty: 5224.144531
	Iteration 9Q: 3 clusters Score -4232765 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -4233283.500000 Penalty: 5224.144531
	Iteration 10Q: 3 clusters Score -4233284 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -4233757.000000 Penalty: 5224.144531
	Iteration 11Q: 3 clusters Score -4233757 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -4234197.500000 Penalty: 5224.144531
	Iteration 12Q: 3 clusters Score -4234198 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -4234708.500000 Penalty: 5224.144531
	Iteration 13Q: 3 clusters Score -4234708 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4235309.500000 Penalty: 5224.144531
	Iteration 14Q: 3 clusters Score -4235310 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -4236017.500000 Penalty: 5224.144531
	Iteration 15Q: 3 clusters Score -4236018 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4236387.000000 Penalty: 5224.144531
	Iteration 16Q: 3 clusters Score -4236387 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -4236496.500000 Penalty: 5224.144531
	Iteration 17Q: 3 clusters Score -4236496 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -4236522.500000 Penalty: 5224.144531
	Iteration 18Q: 3 clusters Score -4236522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -4236532.000000 Penalty: 5224.144531
	Iteration 19Q: 3 clusters Score -4236532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4236533.500000 Penalty: 5224.144531
	Iteration 20F: 3 clusters Score -4236534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -4236549.000000 Penalty: 5224.144531
	Iteration 21Q: 3 clusters Score -4236549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -4236548.000000 Penalty: 5224.144531
	Iteration 22Q: 3 clusters Score -4236548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4236552.500000 Penalty: 5224.144531
	Iteration 23Q: 3 clusters Score -4236552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4236555.000000 Penalty: 5224.144531
	Iteration 24Q: 3 clusters Score -4236555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4236551.500000 Penalty: 5224.144531
	Iteration 25Q: 3 clusters Score -4236552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -4236552.000000 Penalty: 5224.144531
	Iteration 26Q: 3 clusters Score -4236552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4236559.000000 Penalty: 5224.144531
	Iteration 27Q: 3 clusters Score -4236559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4236555.500000 Penalty: 5224.144531
	Iteration 28Q: 3 clusters Score -4236556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4236560.000000 Penalty: 5224.144531
	Iteration 29Q: 3 clusters Score -4236560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4236563.500000 Penalty: 5224.144531
	Iteration 30Q: 3 clusters Score -4236564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4236558.500000 Penalty: 5224.144531
	Iteration 31Q: 3 clusters Score -4236558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -4236562.500000 Penalty: 5224.144531
	Iteration 32Q: 3 clusters Score -4236562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -4236561.000000 Penalty: 5224.144531
	Iteration 33Q: 3 clusters Score -4236561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -4236561.500000 Penalty: 5224.144531
	Iteration 34Q: 3 clusters Score -4236562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -4236561.500000 Penalty: 5224.144531
	Iteration 35F: 3 clusters Score -4236562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -144218.046875 Penalty: 1799.386719
	Iteration 0F: 2 clusters Score -144218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -142235.859375 Penalty: 3598.773438
	Iteration 0F: 3 clusters Score -142235.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -143061.359375 Penalty: 3598.773438
	Iteration 1F: 3 clusters Score -143061.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -143629.765625 Penalty: 3598.773438
	Iteration 2F: 3 clusters Score -143629.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -143975.812500 Penalty: 3598.773438
	Iteration 3F: 3 clusters Score -143975.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -144095.812500 Penalty: 3598.773438
	Iteration 4Q: 3 clusters Score -144095.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -144122.359375 Penalty: 3598.773438
	Iteration 5Q: 3 clusters Score -144122.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -144145.375000 Penalty: 3598.773438
	Iteration 6Q: 3 clusters Score -144145.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -144163.359375 Penalty: 3598.773438
	Iteration 7Q: 3 clusters Score -144163.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -144173.750000 Penalty: 3598.773438
	Iteration 8Q: 3 clusters Score -144173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -144182.859375 Penalty: 3598.773438
	Iteration 9Q: 3 clusters Score -144182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -144186.515625 Penalty: 3598.773438
	Iteration 10Q: 3 clusters Score -144186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -144186.515625 Penalty: 3598.773438
	Iteration 11F: 3 clusters Score -144186.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93667 members 
Entering Unmasked Estep 
Score: -10891031.000000 Penalty: 2838.980225
	Iteration 0F: 2 clusters Score -1.089103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -10828534.000000 Penalty: 5677.960449
	Iteration 0F: 3 clusters Score -1.082853e+07 nChanged 44180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -10854071.000000 Penalty: 5677.960449
	Iteration 1F: 3 clusters Score -1.085407e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -10856045.000000 Penalty: 5677.960449
	Iteration 2Q: 3 clusters Score -1.085604e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -10859186.000000 Penalty: 5677.960449
	Iteration 3F: 3 clusters Score -1.085919e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -10863329.000000 Penalty: 5677.960449
	Iteration 4F: 3 clusters Score -1.086333e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -10868154.000000 Penalty: 5677.960449
	Iteration 5F: 3 clusters Score -1.086815e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -10872950.000000 Penalty: 5677.960449
	Iteration 6F: 3 clusters Score -1.087295e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -10876446.000000 Penalty: 5677.960449
	Iteration 7F: 3 clusters Score -1.087645e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -10878612.000000 Penalty: 5677.960449
	Iteration 8Q: 3 clusters Score -1.087861e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -10879736.000000 Penalty: 5677.960449
	Iteration 9Q: 3 clusters Score -1.087974e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -10880366.000000 Penalty: 5677.960449
	Iteration 10Q: 3 clusters Score -1.088037e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -10880787.000000 Penalty: 5677.960449
	Iteration 11Q: 3 clusters Score -1.088079e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -10881147.000000 Penalty: 5677.960449
	Iteration 12Q: 3 clusters Score -1.088115e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -10881466.000000 Penalty: 5677.960449
	Iteration 13Q: 3 clusters Score -1.088147e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -10881797.000000 Penalty: 5677.960449
	Iteration 14Q: 3 clusters Score -1.08818e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -10882167.000000 Penalty: 5677.960449
	Iteration 15Q: 3 clusters Score -1.088217e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -10882581.000000 Penalty: 5677.960449
	Iteration 16Q: 3 clusters Score -1.088258e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -10883032.000000 Penalty: 5677.960449
	Iteration 17Q: 3 clusters Score -1.088303e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -10883603.000000 Penalty: 5677.960449
	Iteration 18Q: 3 clusters Score -1.08836e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -10884181.000000 Penalty: 5677.960449
	Iteration 19Q: 3 clusters Score -1.088418e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -10884810.000000 Penalty: 5677.960449
	Iteration 20F: 3 clusters Score -1.088481e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -10885678.000000 Penalty: 5677.960449
	Iteration 21Q: 3 clusters Score -1.088568e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -10886457.000000 Penalty: 5677.960449
	Iteration 22Q: 3 clusters Score -1.088646e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -10887176.000000 Penalty: 5677.960449
	Iteration 23Q: 3 clusters Score -1.088718e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -10887855.000000 Penalty: 5677.960449
	Iteration 24Q: 3 clusters Score -1.088786e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -10888402.000000 Penalty: 5677.960449
	Iteration 25Q: 3 clusters Score -1.08884e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -10888718.000000 Penalty: 5677.960449
	Iteration 26Q: 3 clusters Score -1.088872e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -10889023.000000 Penalty: 5677.960449
	Iteration 27Q: 3 clusters Score -1.088902e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -10889199.000000 Penalty: 5677.960449
	Iteration 28Q: 3 clusters Score -1.08892e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -10889384.000000 Penalty: 5677.960449
	Iteration 29Q: 3 clusters Score -1.088938e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -10889464.000000 Penalty: 5677.960449
	Iteration 30Q: 3 clusters Score -1.088946e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85084 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -10889574.000000 Penalty: 5677.960449
	Iteration 31Q: 3 clusters Score -1.088957e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85470 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -10889664.000000 Penalty: 5677.960449
	Iteration 32Q: 3 clusters Score -1.088966e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85829 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -10889729.000000 Penalty: 5677.960449
	Iteration 33Q: 3 clusters Score -1.088973e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -10889756.000000 Penalty: 5677.960449
	Iteration 34Q: 3 clusters Score -1.088976e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -10889821.000000 Penalty: 5677.960449
	Iteration 35Q: 3 clusters Score -1.088982e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -10889867.000000 Penalty: 5677.960449
	Iteration 36Q: 3 clusters Score -1.088987e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86855 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -10889916.000000 Penalty: 5677.960449
	Iteration 37Q: 3 clusters Score -1.088992e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -10889927.000000 Penalty: 5677.960449
	Iteration 38Q: 3 clusters Score -1.088993e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -10889956.000000 Penalty: 5677.960449
	Iteration 39Q: 3 clusters Score -1.088996e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -10889975.000000 Penalty: 5677.960449
	Iteration 40F: 3 clusters Score -1.088998e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87542 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -10890006.000000 Penalty: 5677.960449
	Iteration 41Q: 3 clusters Score -1.089001e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -10890022.000000 Penalty: 5677.960449
	Iteration 42Q: 3 clusters Score -1.089002e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87849 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -10890056.000000 Penalty: 5677.960449
	Iteration 43Q: 3 clusters Score -1.089006e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -10890056.000000 Penalty: 5677.960449
	Iteration 44Q: 3 clusters Score -1.089006e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -10890083.000000 Penalty: 5677.960449
	Iteration 45Q: 3 clusters Score -1.089008e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -10890083.000000 Penalty: 5677.960449
	Iteration 46Q: 3 clusters Score -1.089008e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -10890138.000000 Penalty: 5677.960449
	Iteration 47Q: 3 clusters Score -1.089014e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -10890130.000000 Penalty: 5677.960449
	Iteration 48Q: 3 clusters Score -1.089013e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -10890150.000000 Penalty: 5677.960449
	Iteration 49Q: 3 clusters Score -1.089015e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -10890153.000000 Penalty: 5677.960449
	Iteration 50Q: 3 clusters Score -1.089015e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88631 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -10890179.000000 Penalty: 5677.960449
	Iteration 51Q: 3 clusters Score -1.089018e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -10890182.000000 Penalty: 5677.960449
	Iteration 52Q: 3 clusters Score -1.089018e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -10890196.000000 Penalty: 5677.960449
	Iteration 53Q: 3 clusters Score -1.08902e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -10890208.000000 Penalty: 5677.960449
	Iteration 54Q: 3 clusters Score -1.089021e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -10890207.000000 Penalty: 5677.960449
	Iteration 55Q: 3 clusters Score -1.089021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88819 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -10890203.000000 Penalty: 5677.960449
	Iteration 56Q: 3 clusters Score -1.08902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88841 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -10890203.000000 Penalty: 5677.960449
	Iteration 57Q: 3 clusters Score -1.08902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88861 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -10890194.000000 Penalty: 5677.960449
	Iteration 58Q: 3 clusters Score -1.089019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -10890188.000000 Penalty: 5677.960449
	Iteration 59Q: 3 clusters Score -1.089019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -10890193.000000 Penalty: 5677.960449
	Iteration 60F: 3 clusters Score -1.089019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88916 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -10890195.000000 Penalty: 5677.960449
	Iteration 61Q: 3 clusters Score -1.08902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -10890199.000000 Penalty: 5677.960449
	Iteration 62Q: 3 clusters Score -1.08902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88944 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -10890202.000000 Penalty: 5677.960449
	Iteration 63Q: 3 clusters Score -1.08902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88959 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -10890200.000000 Penalty: 5677.960449
	Iteration 64Q: 3 clusters Score -1.08902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -10890195.000000 Penalty: 5677.960449
	Iteration 65Q: 3 clusters Score -1.08902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -10890183.000000 Penalty: 5677.960449
	Iteration 66Q: 3 clusters Score -1.089018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -10890190.000000 Penalty: 5677.960449
	Iteration 67Q: 3 clusters Score -1.089019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -10890193.000000 Penalty: 5677.960449
	Iteration 68Q: 3 clusters Score -1.089019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -10890205.000000 Penalty: 5677.960449
	Iteration 69Q: 3 clusters Score -1.08902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -10890205.000000 Penalty: 5677.960449
	Iteration 70Q: 3 clusters Score -1.08902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89036 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -10890199.000000 Penalty: 5677.960449
	Iteration 71Q: 3 clusters Score -1.08902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -10890203.000000 Penalty: 5677.960449
	Iteration 72Q: 3 clusters Score -1.08902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -10890201.000000 Penalty: 5677.960449
	Iteration 73Q: 3 clusters Score -1.08902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -10890202.000000 Penalty: 5677.960449
	Iteration 74Q: 3 clusters Score -1.08902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -10890200.000000 Penalty: 5677.960449
	Iteration 75Q: 3 clusters Score -1.08902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -10890198.000000 Penalty: 5677.960449
	Iteration 76Q: 3 clusters Score -1.08902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -10890183.000000 Penalty: 5677.960449
	Iteration 77Q: 3 clusters Score -1.089018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -10890192.000000 Penalty: 5677.960449
	Iteration 78Q: 3 clusters Score -1.089019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -10890189.000000 Penalty: 5677.960449
	Iteration 79Q: 3 clusters Score -1.089019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -10890186.000000 Penalty: 5677.960449
	Iteration 80F: 3 clusters Score -1.089019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89080 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -10890191.000000 Penalty: 5677.960449
	Iteration 81Q: 3 clusters Score -1.089019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89081 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -10890190.000000 Penalty: 5677.960449
	Iteration 82Q: 3 clusters Score -1.089019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89080 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -10890186.000000 Penalty: 5677.960449
	Iteration 83Q: 3 clusters Score -1.089019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89081 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -10890185.000000 Penalty: 5677.960449
	Iteration 84Q: 3 clusters Score -1.089018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89081 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -10890185.000000 Penalty: 5677.960449
	Iteration 85F: 3 clusters Score -1.089018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Entering Unmasked Estep 
Score: -3003356.750000 Penalty: 2514.068604
	Iteration 0F: 2 clusters Score -3003357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2985939.500000 Penalty: 5028.137207
	Iteration 0F: 3 clusters Score -2985940 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2991836.250000 Penalty: 5028.137207
	Iteration 1F: 3 clusters Score -2991836 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2992228.000000 Penalty: 5028.137207
	Iteration 2Q: 3 clusters Score -2992228 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2992575.250000 Penalty: 5028.137207
	Iteration 3Q: 3 clusters Score -2992575 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2992901.000000 Penalty: 5028.137207
	Iteration 4Q: 3 clusters Score -2992901 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2993240.500000 Penalty: 5028.137207
	Iteration 5Q: 3 clusters Score -2993240 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2993660.500000 Penalty: 5028.137207
	Iteration 6Q: 3 clusters Score -2993660 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2994146.000000 Penalty: 5028.137207
	Iteration 7Q: 3 clusters Score -2994146 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2994792.500000 Penalty: 5028.137207
	Iteration 8Q: 3 clusters Score -2994792 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2995581.750000 Penalty: 5028.137207
	Iteration 9F: 3 clusters Score -2995582 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2996620.250000 Penalty: 5028.137207
	Iteration 10F: 3 clusters Score -2996620 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2997719.250000 Penalty: 5028.137207
	Iteration 11F: 3 clusters Score -2997719 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2998669.500000 Penalty: 5028.137207
	Iteration 12Q: 3 clusters Score -2998670 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2999336.000000 Penalty: 5028.137207
	Iteration 13Q: 3 clusters Score -2999336 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2999656.750000 Penalty: 5028.137207
	Iteration 14Q: 3 clusters Score -2999657 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2999886.250000 Penalty: 5028.137207
	Iteration 15Q: 3 clusters Score -2999886 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3000027.250000 Penalty: 5028.137207
	Iteration 16Q: 3 clusters Score -3000027 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -3000151.500000 Penalty: 5028.137207
	Iteration 17Q: 3 clusters Score -3000152 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3000245.500000 Penalty: 5028.137207
	Iteration 18Q: 3 clusters Score -3000246 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3000330.000000 Penalty: 5028.137207
	Iteration 19Q: 3 clusters Score -3000330 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3000398.250000 Penalty: 5028.137207
	Iteration 20F: 3 clusters Score -3000398 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -3000458.750000 Penalty: 5028.137207
	Iteration 21Q: 3 clusters Score -3000459 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -3000516.000000 Penalty: 5028.137207
	Iteration 22Q: 3 clusters Score -3000516 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3000540.750000 Penalty: 5028.137207
	Iteration 23Q: 3 clusters Score -3000541 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -3000557.750000 Penalty: 5028.137207
	Iteration 24Q: 3 clusters Score -3000558 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3000592.750000 Penalty: 5028.137207
	Iteration 25Q: 3 clusters Score -3000593 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -3000629.000000 Penalty: 5028.137207
	Iteration 26Q: 3 clusters Score -3000629 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3000635.250000 Penalty: 5028.137207
	Iteration 27Q: 3 clusters Score -3000635 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3000652.750000 Penalty: 5028.137207
	Iteration 28Q: 3 clusters Score -3000653 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3000667.500000 Penalty: 5028.137207
	Iteration 29Q: 3 clusters Score -3000668 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3000707.000000 Penalty: 5028.137207
	Iteration 30Q: 3 clusters Score -3000707 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3000722.500000 Penalty: 5028.137207
	Iteration 31Q: 3 clusters Score -3000722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3000743.250000 Penalty: 5028.137207
	Iteration 32Q: 3 clusters Score -3000743 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3000756.250000 Penalty: 5028.137207
	Iteration 33Q: 3 clusters Score -3000756 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3000783.750000 Penalty: 5028.137207
	Iteration 34Q: 3 clusters Score -3000784 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3000807.250000 Penalty: 5028.137207
	Iteration 35Q: 3 clusters Score -3000807 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3000817.750000 Penalty: 5028.137207
	Iteration 36Q: 3 clusters Score -3000818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3000844.000000 Penalty: 5028.137207
	Iteration 37Q: 3 clusters Score -3000844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3000859.000000 Penalty: 5028.137207
	Iteration 38Q: 3 clusters Score -3000859 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3000883.000000 Penalty: 5028.137207
	Iteration 39Q: 3 clusters Score -3000883 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3000906.250000 Penalty: 5028.137207
	Iteration 40F: 3 clusters Score -3000906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3000918.000000 Penalty: 5028.137207
	Iteration 41Q: 3 clusters Score -3000918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3000932.000000 Penalty: 5028.137207
	Iteration 42Q: 3 clusters Score -3000932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3000966.250000 Penalty: 5028.137207
	Iteration 43Q: 3 clusters Score -3000966 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3000993.500000 Penalty: 5028.137207
	Iteration 44Q: 3 clusters Score -3000994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3001026.500000 Penalty: 5028.137207
	Iteration 45Q: 3 clusters Score -3001026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3001057.750000 Penalty: 5028.137207
	Iteration 46Q: 3 clusters Score -3001058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3001067.250000 Penalty: 5028.137207
	Iteration 47Q: 3 clusters Score -3001067 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3001088.500000 Penalty: 5028.137207
	Iteration 48Q: 3 clusters Score -3001088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3001102.000000 Penalty: 5028.137207
	Iteration 49Q: 3 clusters Score -3001102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3001122.500000 Penalty: 5028.137207
	Iteration 50Q: 3 clusters Score -3001122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3001129.000000 Penalty: 5028.137207
	Iteration 51Q: 3 clusters Score -3001129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3001134.500000 Penalty: 5028.137207
	Iteration 52Q: 3 clusters Score -3001134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3001138.750000 Penalty: 5028.137207
	Iteration 53Q: 3 clusters Score -3001139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3001160.500000 Penalty: 5028.137207
	Iteration 54Q: 3 clusters Score -3001160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3001176.500000 Penalty: 5028.137207
	Iteration 55Q: 3 clusters Score -3001176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3001193.500000 Penalty: 5028.137207
	Iteration 56Q: 3 clusters Score -3001194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3001205.750000 Penalty: 5028.137207
	Iteration 57Q: 3 clusters Score -3001206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3001226.000000 Penalty: 5028.137207
	Iteration 58Q: 3 clusters Score -3001226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3001235.750000 Penalty: 5028.137207
	Iteration 59Q: 3 clusters Score -3001236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3001254.500000 Penalty: 5028.137207
	Iteration 60F: 3 clusters Score -3001254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3001258.000000 Penalty: 5028.137207
	Iteration 61Q: 3 clusters Score -3001258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3001262.750000 Penalty: 5028.137207
	Iteration 62Q: 3 clusters Score -3001263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3001272.000000 Penalty: 5028.137207
	Iteration 63Q: 3 clusters Score -3001272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3001276.750000 Penalty: 5028.137207
	Iteration 64Q: 3 clusters Score -3001277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3001276.750000 Penalty: 5028.137207
	Iteration 65Q: 3 clusters Score -3001277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3001279.750000 Penalty: 5028.137207
	Iteration 66Q: 3 clusters Score -3001280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3001281.250000 Penalty: 5028.137207
	Iteration 67Q: 3 clusters Score -3001281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3001279.500000 Penalty: 5028.137207
	Iteration 68Q: 3 clusters Score -3001280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3001277.500000 Penalty: 5028.137207
	Iteration 69Q: 3 clusters Score -3001278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3001279.250000 Penalty: 5028.137207
	Iteration 70Q: 3 clusters Score -3001279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3001279.250000 Penalty: 5028.137207
	Iteration 71F: 3 clusters Score -3001279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Entering Unmasked Estep 
Score: -2331034.000000 Penalty: 2453.033203
	Iteration 0F: 2 clusters Score -2331034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2317071.500000 Penalty: 4906.066406
	Iteration 0F: 3 clusters Score -2317072 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2321726.250000 Penalty: 4906.066406
	Iteration 1F: 3 clusters Score -2321726 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2322134.500000 Penalty: 4906.066406
	Iteration 2F: 3 clusters Score -2322134 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2322454.500000 Penalty: 4906.066406
	Iteration 3Q: 3 clusters Score -2322454 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2322738.000000 Penalty: 4906.066406
	Iteration 4Q: 3 clusters Score -2322738 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2323057.750000 Penalty: 4906.066406
	Iteration 5Q: 3 clusters Score -2323058 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2323478.000000 Penalty: 4906.066406
	Iteration 6Q: 3 clusters Score -2323478 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2324014.500000 Penalty: 4906.066406
	Iteration 7Q: 3 clusters Score -2324014 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2324664.250000 Penalty: 4906.066406
	Iteration 8Q: 3 clusters Score -2324664 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2325430.000000 Penalty: 4906.066406
	Iteration 9F: 3 clusters Score -2325430 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2326256.250000 Penalty: 4906.066406
	Iteration 10Q: 3 clusters Score -2326256 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2326959.750000 Penalty: 4906.066406
	Iteration 11Q: 3 clusters Score -2326960 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2327481.750000 Penalty: 4906.066406
	Iteration 12Q: 3 clusters Score -2327482 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2327890.750000 Penalty: 4906.066406
	Iteration 13Q: 3 clusters Score -2327891 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2328175.500000 Penalty: 4906.066406
	Iteration 14Q: 3 clusters Score -2328176 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2328393.250000 Penalty: 4906.066406
	Iteration 15Q: 3 clusters Score -2328393 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2328536.500000 Penalty: 4906.066406
	Iteration 16Q: 3 clusters Score -2328536 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2328643.750000 Penalty: 4906.066406
	Iteration 17Q: 3 clusters Score -2328644 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2328715.750000 Penalty: 4906.066406
	Iteration 18Q: 3 clusters Score -2328716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2328764.750000 Penalty: 4906.066406
	Iteration 19Q: 3 clusters Score -2328765 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2328797.750000 Penalty: 4906.066406
	Iteration 20F: 3 clusters Score -2328798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2328818.000000 Penalty: 4906.066406
	Iteration 21Q: 3 clusters Score -2328818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2328849.500000 Penalty: 4906.066406
	Iteration 22Q: 3 clusters Score -2328850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2328870.500000 Penalty: 4906.066406
	Iteration 23Q: 3 clusters Score -2328870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2328886.250000 Penalty: 4906.066406
	Iteration 24Q: 3 clusters Score -2328886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2328896.500000 Penalty: 4906.066406
	Iteration 25Q: 3 clusters Score -2328896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2328903.000000 Penalty: 4906.066406
	Iteration 26Q: 3 clusters Score -2328903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2328912.000000 Penalty: 4906.066406
	Iteration 27Q: 3 clusters Score -2328912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2328915.000000 Penalty: 4906.066406
	Iteration 28Q: 3 clusters Score -2328915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2328916.750000 Penalty: 4906.066406
	Iteration 29Q: 3 clusters Score -2328917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2328921.750000 Penalty: 4906.066406
	Iteration 30Q: 3 clusters Score -2328922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2328924.500000 Penalty: 4906.066406
	Iteration 31Q: 3 clusters Score -2328924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2328924.250000 Penalty: 4906.066406
	Iteration 32Q: 3 clusters Score -2328924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2328927.750000 Penalty: 4906.066406
	Iteration 33Q: 3 clusters Score -2328928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2328928.500000 Penalty: 4906.066406
	Iteration 34Q: 3 clusters Score -2328928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2328928.500000 Penalty: 4906.066406
	Iteration 35F: 3 clusters Score -2328928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Entering Unmasked Estep 
Score: -3235307.750000 Penalty: 2536.273926
	Iteration 0F: 2 clusters Score -3235308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3216247.000000 Penalty: 5072.547852
	Iteration 0F: 3 clusters Score -3216247 nChanged 12463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3222873.250000 Penalty: 5072.547852
	Iteration 1F: 3 clusters Score -3222873 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3223390.250000 Penalty: 5072.547852
	Iteration 2Q: 3 clusters Score -3223390 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3223876.750000 Penalty: 5072.547852
	Iteration 3Q: 3 clusters Score -3223877 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3224448.250000 Penalty: 5072.547852
	Iteration 4Q: 3 clusters Score -3224448 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -3225265.250000 Penalty: 5072.547852
	Iteration 5F: 3 clusters Score -3225265 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3226415.000000 Penalty: 5072.547852
	Iteration 6F: 3 clusters Score -3226415 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3227840.500000 Penalty: 5072.547852
	Iteration 7F: 3 clusters Score -3227840 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3229595.750000 Penalty: 5072.547852
	Iteration 8F: 3 clusters Score -3229596 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3231344.750000 Penalty: 5072.547852
	Iteration 9F: 3 clusters Score -3231345 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3232665.250000 Penalty: 5072.547852
	Iteration 10Q: 3 clusters Score -3232665 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3233420.500000 Penalty: 5072.547852
	Iteration 11Q: 3 clusters Score -3233420 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3233790.500000 Penalty: 5072.547852
	Iteration 12Q: 3 clusters Score -3233790 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3233993.250000 Penalty: 5072.547852
	Iteration 13Q: 3 clusters Score -3233993 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3234076.000000 Penalty: 5072.547852
	Iteration 14Q: 3 clusters Score -3234076 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3234144.250000 Penalty: 5072.547852
	Iteration 15Q: 3 clusters Score -3234144 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3234172.500000 Penalty: 5072.547852
	Iteration 16Q: 3 clusters Score -3234172 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3234216.000000 Penalty: 5072.547852
	Iteration 17Q: 3 clusters Score -3234216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3234234.250000 Penalty: 5072.547852
	Iteration 18Q: 3 clusters Score -3234234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3234245.000000 Penalty: 5072.547852
	Iteration 19Q: 3 clusters Score -3234245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3234246.750000 Penalty: 5072.547852
	Iteration 20F: 3 clusters Score -3234247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3234262.500000 Penalty: 5072.547852
	Iteration 21Q: 3 clusters Score -3234262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3234283.250000 Penalty: 5072.547852
	Iteration 22Q: 3 clusters Score -3234283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3234288.000000 Penalty: 5072.547852
	Iteration 23Q: 3 clusters Score -3234288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3234290.500000 Penalty: 5072.547852
	Iteration 24Q: 3 clusters Score -3234290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3234295.500000 Penalty: 5072.547852
	Iteration 25Q: 3 clusters Score -3234296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3234300.500000 Penalty: 5072.547852
	Iteration 26Q: 3 clusters Score -3234300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3234310.250000 Penalty: 5072.547852
	Iteration 27Q: 3 clusters Score -3234310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3234313.000000 Penalty: 5072.547852
	Iteration 28Q: 3 clusters Score -3234313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3234313.250000 Penalty: 5072.547852
	Iteration 29Q: 3 clusters Score -3234313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3234312.000000 Penalty: 5072.547852
	Iteration 30Q: 3 clusters Score -3234312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3234321.250000 Penalty: 5072.547852
	Iteration 31Q: 3 clusters Score -3234321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3234318.750000 Penalty: 5072.547852
	Iteration 32Q: 3 clusters Score -3234319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3234324.250000 Penalty: 5072.547852
	Iteration 33Q: 3 clusters Score -3234324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3234325.000000 Penalty: 5072.547852
	Iteration 34Q: 3 clusters Score -3234325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3234325.500000 Penalty: 5072.547852
	Iteration 35Q: 3 clusters Score -3234326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3234331.500000 Penalty: 5072.547852
	Iteration 36Q: 3 clusters Score -3234332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3234336.000000 Penalty: 5072.547852
	Iteration 37Q: 3 clusters Score -3234336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3234337.250000 Penalty: 5072.547852
	Iteration 38Q: 3 clusters Score -3234337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3234334.500000 Penalty: 5072.547852
	Iteration 39Q: 3 clusters Score -3234334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3234334.500000 Penalty: 5072.547852
	Iteration 40F: 3 clusters Score -3234334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3234336.250000 Penalty: 5072.547852
	Iteration 41Q: 3 clusters Score -3234336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3234339.500000 Penalty: 5072.547852
	Iteration 42Q: 3 clusters Score -3234340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3234340.750000 Penalty: 5072.547852
	Iteration 43Q: 3 clusters Score -3234341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3234337.250000 Penalty: 5072.547852
	Iteration 44Q: 3 clusters Score -3234337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3234336.500000 Penalty: 5072.547852
	Iteration 45Q: 3 clusters Score -3234336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3234337.500000 Penalty: 5072.547852
	Iteration 46Q: 3 clusters Score -3234338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3234344.000000 Penalty: 5072.547852
	Iteration 47Q: 3 clusters Score -3234344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3234338.000000 Penalty: 5072.547852
	Iteration 48Q: 3 clusters Score -3234338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3234337.750000 Penalty: 5072.547852
	Iteration 49Q: 3 clusters Score -3234338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3234336.500000 Penalty: 5072.547852
	Iteration 50Q: 3 clusters Score -3234336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3234332.250000 Penalty: 5072.547852
	Iteration 51Q: 3 clusters Score -3234332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3234338.750000 Penalty: 5072.547852
	Iteration 52Q: 3 clusters Score -3234339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3234345.500000 Penalty: 5072.547852
	Iteration 53Q: 3 clusters Score -3234346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3234349.000000 Penalty: 5072.547852
	Iteration 54Q: 3 clusters Score -3234349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3234350.750000 Penalty: 5072.547852
	Iteration 55Q: 3 clusters Score -3234351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3234361.500000 Penalty: 5072.547852
	Iteration 56Q: 3 clusters Score -3234362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3234371.500000 Penalty: 5072.547852
	Iteration 57Q: 3 clusters Score -3234372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3234370.500000 Penalty: 5072.547852
	Iteration 58Q: 3 clusters Score -3234370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3234369.500000 Penalty: 5072.547852
	Iteration 59Q: 3 clusters Score -3234370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3234379.500000 Penalty: 5072.547852
	Iteration 60F: 3 clusters Score -3234380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3234382.500000 Penalty: 5072.547852
	Iteration 61Q: 3 clusters Score -3234382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3234386.500000 Penalty: 5072.547852
	Iteration 62Q: 3 clusters Score -3234386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3234392.250000 Penalty: 5072.547852
	Iteration 63Q: 3 clusters Score -3234392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3234396.500000 Penalty: 5072.547852
	Iteration 64Q: 3 clusters Score -3234396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3234398.750000 Penalty: 5072.547852
	Iteration 65Q: 3 clusters Score -3234399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3234399.500000 Penalty: 5072.547852
	Iteration 66Q: 3 clusters Score -3234400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3234405.500000 Penalty: 5072.547852
	Iteration 67Q: 3 clusters Score -3234406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3234409.500000 Penalty: 5072.547852
	Iteration 68Q: 3 clusters Score -3234410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3234418.250000 Penalty: 5072.547852
	Iteration 69Q: 3 clusters Score -3234418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3234428.000000 Penalty: 5072.547852
	Iteration 70Q: 3 clusters Score -3234428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3234440.000000 Penalty: 5072.547852
	Iteration 71Q: 3 clusters Score -3234440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3234442.750000 Penalty: 5072.547852
	Iteration 72Q: 3 clusters Score -3234443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3234450.000000 Penalty: 5072.547852
	Iteration 73Q: 3 clusters Score -3234450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3234461.750000 Penalty: 5072.547852
	Iteration 74Q: 3 clusters Score -3234462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3234473.500000 Penalty: 5072.547852
	Iteration 75Q: 3 clusters Score -3234474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3234493.500000 Penalty: 5072.547852
	Iteration 76Q: 3 clusters Score -3234494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3234501.250000 Penalty: 5072.547852
	Iteration 77Q: 3 clusters Score -3234501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3234509.500000 Penalty: 5072.547852
	Iteration 78Q: 3 clusters Score -3234510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3234512.250000 Penalty: 5072.547852
	Iteration 79Q: 3 clusters Score -3234512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3234520.750000 Penalty: 5072.547852
	Iteration 80F: 3 clusters Score -3234521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3234521.750000 Penalty: 5072.547852
	Iteration 81Q: 3 clusters Score -3234522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3234521.500000 Penalty: 5072.547852
	Iteration 82Q: 3 clusters Score -3234522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3234522.750000 Penalty: 5072.547852
	Iteration 83Q: 3 clusters Score -3234523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3234525.500000 Penalty: 5072.547852
	Iteration 84Q: 3 clusters Score -3234526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3234528.000000 Penalty: 5072.547852
	Iteration 85Q: 3 clusters Score -3234528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3234536.750000 Penalty: 5072.547852
	Iteration 86Q: 3 clusters Score -3234537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3234546.750000 Penalty: 5072.547852
	Iteration 87Q: 3 clusters Score -3234547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3234549.000000 Penalty: 5072.547852
	Iteration 88Q: 3 clusters Score -3234549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3234548.250000 Penalty: 5072.547852
	Iteration 89Q: 3 clusters Score -3234548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3234549.000000 Penalty: 5072.547852
	Iteration 90Q: 3 clusters Score -3234549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3234561.250000 Penalty: 5072.547852
	Iteration 91Q: 3 clusters Score -3234561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3234560.750000 Penalty: 5072.547852
	Iteration 92Q: 3 clusters Score -3234561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3234565.250000 Penalty: 5072.547852
	Iteration 93Q: 3 clusters Score -3234565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3234566.250000 Penalty: 5072.547852
	Iteration 94Q: 3 clusters Score -3234566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3234564.000000 Penalty: 5072.547852
	Iteration 95Q: 3 clusters Score -3234564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3234565.500000 Penalty: 5072.547852
	Iteration 96Q: 3 clusters Score -3234566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3234565.750000 Penalty: 5072.547852
	Iteration 97Q: 3 clusters Score -3234566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3234569.500000 Penalty: 5072.547852
	Iteration 98Q: 3 clusters Score -3234570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3234569.500000 Penalty: 5072.547852
	Iteration 99F: 3 clusters Score -3234570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Entering Unmasked Estep 
Score: -2131295.250000 Penalty: 2429.839111
	Iteration 0F: 2 clusters Score -2131295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2118536.750000 Penalty: 4859.678223
	Iteration 0F: 3 clusters Score -2118537 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2122642.500000 Penalty: 4859.678223
	Iteration 1F: 3 clusters Score -2122642 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2122988.750000 Penalty: 4859.678223
	Iteration 2F: 3 clusters Score -2122989 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2123277.250000 Penalty: 4859.678223
	Iteration 3Q: 3 clusters Score -2123277 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2123562.750000 Penalty: 4859.678223
	Iteration 4Q: 3 clusters Score -2123563 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2123826.000000 Penalty: 4859.678223
	Iteration 5Q: 3 clusters Score -2123826 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2124155.750000 Penalty: 4859.678223
	Iteration 6Q: 3 clusters Score -2124156 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2124602.500000 Penalty: 4859.678223
	Iteration 7Q: 3 clusters Score -2124602 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2125195.000000 Penalty: 4859.678223
	Iteration 8F: 3 clusters Score -2125195 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2125924.250000 Penalty: 4859.678223
	Iteration 9F: 3 clusters Score -2125924 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2126736.250000 Penalty: 4859.678223
	Iteration 10F: 3 clusters Score -2126736 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2127511.000000 Penalty: 4859.678223
	Iteration 11F: 3 clusters Score -2127511 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2128097.750000 Penalty: 4859.678223
	Iteration 12Q: 3 clusters Score -2128098 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2128476.250000 Penalty: 4859.678223
	Iteration 13Q: 3 clusters Score -2128476 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2128740.000000 Penalty: 4859.678223
	Iteration 14Q: 3 clusters Score -2128740 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2128916.250000 Penalty: 4859.678223
	Iteration 15Q: 3 clusters Score -2128916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2129012.250000 Penalty: 4859.678223
	Iteration 16Q: 3 clusters Score -2129012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2129069.000000 Penalty: 4859.678223
	Iteration 17Q: 3 clusters Score -2129069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2129105.750000 Penalty: 4859.678223
	Iteration 18Q: 3 clusters Score -2129106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2129144.750000 Penalty: 4859.678223
	Iteration 19Q: 3 clusters Score -2129145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2129167.000000 Penalty: 4859.678223
	Iteration 20F: 3 clusters Score -2129167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2129179.750000 Penalty: 4859.678223
	Iteration 21Q: 3 clusters Score -2129180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2129186.500000 Penalty: 4859.678223
	Iteration 22Q: 3 clusters Score -2129186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2129195.500000 Penalty: 4859.678223
	Iteration 23Q: 3 clusters Score -2129196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2129202.000000 Penalty: 4859.678223
	Iteration 24Q: 3 clusters Score -2129202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2129198.000000 Penalty: 4859.678223
	Iteration 25Q: 3 clusters Score -2129198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2129200.500000 Penalty: 4859.678223
	Iteration 26Q: 3 clusters Score -2129200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2129202.500000 Penalty: 4859.678223
	Iteration 27Q: 3 clusters Score -2129202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2129202.500000 Penalty: 4859.678223
	Iteration 28F: 3 clusters Score -2129202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (282731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282731 members 
Entering Unmasked Estep 
Score: -32724976.000000 Penalty: 3112.958252
	Iteration 0F: 2 clusters Score -3.272498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141382 members 
Mstep: Class 2 contains 141349 members 
Entering Unmasked Estep 
Score: -32549016.000000 Penalty: 6225.916504
	Iteration 0F: 3 clusters Score -3.254902e+07 nChanged 137022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141650 members 
Mstep: Class 2 contains 141081 members 
Entering Unmasked Estep 
Score: -32630650.000000 Penalty: 6225.916504
	Iteration 1F: 3 clusters Score -3.263065e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142171 members 
Mstep: Class 2 contains 140560 members 
Entering Unmasked Estep 
Score: -32632160.000000 Penalty: 6225.916504
	Iteration 2Q: 3 clusters Score -3.263216e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143271 members 
Mstep: Class 2 contains 139460 members 
Entering Unmasked Estep 
Score: -32634530.000000 Penalty: 6225.916504
	Iteration 3Q: 3 clusters Score -3.263453e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145281 members 
Mstep: Class 2 contains 137450 members 
Entering Unmasked Estep 
Score: -32637494.000000 Penalty: 6225.916504
	Iteration 4Q: 3 clusters Score -3.263749e+07 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148679 members 
Mstep: Class 2 contains 134052 members 
Entering Unmasked Estep 
Score: -32642474.000000 Penalty: 6225.916504
	Iteration 5Q: 3 clusters Score -3.264247e+07 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153684 members 
Mstep: Class 2 contains 129047 members 
Entering Unmasked Estep 
Score: -32649726.000000 Penalty: 6225.916504
	Iteration 6Q: 3 clusters Score -3.264973e+07 nChanged 16523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160433 members 
Mstep: Class 2 contains 122298 members 
Entering Unmasked Estep 
Score: -32659922.000000 Penalty: 6225.916504
	Iteration 7F: 3 clusters Score -3.265992e+07 nChanged 18457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167802 members 
Mstep: Class 2 contains 114929 members 
Entering Unmasked Estep 
Score: -32672954.000000 Penalty: 6225.916504
	Iteration 8F: 3 clusters Score -3.267295e+07 nChanged 17703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174307 members 
Mstep: Class 2 contains 108424 members 
Entering Unmasked Estep 
Score: -32685930.000000 Penalty: 6225.916504
	Iteration 9F: 3 clusters Score -3.268593e+07 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179466 members 
Mstep: Class 2 contains 103265 members 
Entering Unmasked Estep 
Score: -32693236.000000 Penalty: 6225.916504
	Iteration 10F: 3 clusters Score -3.269324e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184379 members 
Mstep: Class 2 contains 98352 members 
Entering Unmasked Estep 
Score: -32696212.000000 Penalty: 6225.916504
	Iteration 11Q: 3 clusters Score -3.269621e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189607 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -32697576.000000 Penalty: 6225.916504
	Iteration 12Q: 3 clusters Score -3.269758e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195249 members 
Mstep: Class 2 contains 87482 members 
Entering Unmasked Estep 
Score: -32698732.000000 Penalty: 6225.916504
	Iteration 13Q: 3 clusters Score -3.269873e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201027 members 
Mstep: Class 2 contains 81704 members 
Entering Unmasked Estep 
Score: -32699898.000000 Penalty: 6225.916504
	Iteration 14Q: 3 clusters Score -3.26999e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206967 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -32700772.000000 Penalty: 6225.916504
	Iteration 15Q: 3 clusters Score -3.270077e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212986 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -32701688.000000 Penalty: 6225.916504
	Iteration 16Q: 3 clusters Score -3.270169e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219154 members 
Mstep: Class 2 contains 63577 members 
Entering Unmasked Estep 
Score: -32702804.000000 Penalty: 6225.916504
	Iteration 17Q: 3 clusters Score -3.27028e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225357 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -32703768.000000 Penalty: 6225.916504
	Iteration 18Q: 3 clusters Score -3.270377e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231485 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -32705204.000000 Penalty: 6225.916504
	Iteration 19Q: 3 clusters Score -3.27052e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237302 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -32706516.000000 Penalty: 6225.916504
	Iteration 20F: 3 clusters Score -3.270652e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242892 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -32707780.000000 Penalty: 6225.916504
	Iteration 21Q: 3 clusters Score -3.270778e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248091 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -32709306.000000 Penalty: 6225.916504
	Iteration 22Q: 3 clusters Score -3.270931e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253008 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -32710816.000000 Penalty: 6225.916504
	Iteration 23Q: 3 clusters Score -3.271082e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257553 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -32712302.000000 Penalty: 6225.916504
	Iteration 24Q: 3 clusters Score -3.27123e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261574 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -32713740.000000 Penalty: 6225.916504
	Iteration 25Q: 3 clusters Score -3.271374e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265049 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -32715282.000000 Penalty: 6225.916504
	Iteration 26Q: 3 clusters Score -3.271528e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268008 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -32716844.000000 Penalty: 6225.916504
	Iteration 27Q: 3 clusters Score -3.271684e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270435 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -32718316.000000 Penalty: 6225.916504
	Iteration 28Q: 3 clusters Score -3.271832e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272424 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -32719240.000000 Penalty: 6225.916504
	Iteration 29Q: 3 clusters Score -3.271924e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274037 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -32719996.000000 Penalty: 6225.916504
	Iteration 30Q: 3 clusters Score -3.272e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275342 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -32720458.000000 Penalty: 6225.916504
	Iteration 31Q: 3 clusters Score -3.272046e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276423 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -32720926.000000 Penalty: 6225.916504
	Iteration 32Q: 3 clusters Score -3.272093e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277334 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -32721414.000000 Penalty: 6225.916504
	Iteration 33Q: 3 clusters Score -3.272141e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278105 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -32721850.000000 Penalty: 6225.916504
	Iteration 34Q: 3 clusters Score -3.272185e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278752 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -32722078.000000 Penalty: 6225.916504
	Iteration 35Q: 3 clusters Score -3.272208e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279294 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -32722162.000000 Penalty: 6225.916504
	Iteration 36Q: 3 clusters Score -3.272216e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279754 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -32722336.000000 Penalty: 6225.916504
	Iteration 37Q: 3 clusters Score -3.272234e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280113 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -32722376.000000 Penalty: 6225.916504
	Iteration 38Q: 3 clusters Score -3.272238e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280437 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -32722456.000000 Penalty: 6225.916504
	Iteration 39Q: 3 clusters Score -3.272246e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280730 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -32722598.000000 Penalty: 6225.916504
	Iteration 40F: 3 clusters Score -3.27226e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280965 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -32722612.000000 Penalty: 6225.916504
	Iteration 41Q: 3 clusters Score -3.272261e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281161 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -32722578.000000 Penalty: 6225.916504
	Iteration 42Q: 3 clusters Score -3.272258e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281334 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -32722536.000000 Penalty: 6225.916504
	Iteration 43Q: 3 clusters Score -3.272254e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281488 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -32722554.000000 Penalty: 6225.916504
	Iteration 44Q: 3 clusters Score -3.272255e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281616 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -32722636.000000 Penalty: 6225.916504
	Iteration 45Q: 3 clusters Score -3.272264e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281705 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -32722664.000000 Penalty: 6225.916504
	Iteration 46Q: 3 clusters Score -3.272266e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281760 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -32722698.000000 Penalty: 6225.916504
	Iteration 47Q: 3 clusters Score -3.27227e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281794 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -32722692.000000 Penalty: 6225.916504
	Iteration 48Q: 3 clusters Score -3.272269e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281826 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -32722690.000000 Penalty: 6225.916504
	Iteration 49Q: 3 clusters Score -3.272269e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281850 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -32722702.000000 Penalty: 6225.916504
	Iteration 50Q: 3 clusters Score -3.27227e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281876 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -32722754.000000 Penalty: 6225.916504
	Iteration 51Q: 3 clusters Score -3.272275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281895 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -32722750.000000 Penalty: 6225.916504
	Iteration 52Q: 3 clusters Score -3.272275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281913 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -32722770.000000 Penalty: 6225.916504
	Iteration 53Q: 3 clusters Score -3.272277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281926 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -32722756.000000 Penalty: 6225.916504
	Iteration 54Q: 3 clusters Score -3.272276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281935 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -32722764.000000 Penalty: 6225.916504
	Iteration 55Q: 3 clusters Score -3.272276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281951 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -32722754.000000 Penalty: 6225.916504
	Iteration 56Q: 3 clusters Score -3.272275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281963 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -32722734.000000 Penalty: 6225.916504
	Iteration 57Q: 3 clusters Score -3.272273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281973 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -32722748.000000 Penalty: 6225.916504
	Iteration 58Q: 3 clusters Score -3.272275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281981 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -32722740.000000 Penalty: 6225.916504
	Iteration 59Q: 3 clusters Score -3.272274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281990 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -32722748.000000 Penalty: 6225.916504
	Iteration 60F: 3 clusters Score -3.272275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281992 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -32722712.000000 Penalty: 6225.916504
	Iteration 61Q: 3 clusters Score -3.272271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281989 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -32722732.000000 Penalty: 6225.916504
	Iteration 62Q: 3 clusters Score -3.272273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281991 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -32722750.000000 Penalty: 6225.916504
	Iteration 63Q: 3 clusters Score -3.272275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281995 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -32722732.000000 Penalty: 6225.916504
	Iteration 64Q: 3 clusters Score -3.272273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281996 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -32722716.000000 Penalty: 6225.916504
	Iteration 65Q: 3 clusters Score -3.272272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282000 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -32722740.000000 Penalty: 6225.916504
	Iteration 66Q: 3 clusters Score -3.272274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282002 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -32722728.000000 Penalty: 6225.916504
	Iteration 67Q: 3 clusters Score -3.272273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282005 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -32722720.000000 Penalty: 6225.916504
	Iteration 68Q: 3 clusters Score -3.272272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282009 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -32722692.000000 Penalty: 6225.916504
	Iteration 69Q: 3 clusters Score -3.272269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282013 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -32722706.000000 Penalty: 6225.916504
	Iteration 70Q: 3 clusters Score -3.272271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282016 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -32722686.000000 Penalty: 6225.916504
	Iteration 71Q: 3 clusters Score -3.272269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282018 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -32722712.000000 Penalty: 6225.916504
	Iteration 72Q: 3 clusters Score -3.272271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282022 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -32722712.000000 Penalty: 6225.916504
	Iteration 73Q: 3 clusters Score -3.272271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282024 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -32722702.000000 Penalty: 6225.916504
	Iteration 74Q: 3 clusters Score -3.27227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282028 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -32722700.000000 Penalty: 6225.916504
	Iteration 75Q: 3 clusters Score -3.27227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282033 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -32722680.000000 Penalty: 6225.916504
	Iteration 76Q: 3 clusters Score -3.272268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282035 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -32722690.000000 Penalty: 6225.916504
	Iteration 77Q: 3 clusters Score -3.272269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282040 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -32722696.000000 Penalty: 6225.916504
	Iteration 78Q: 3 clusters Score -3.27227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282041 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -32722696.000000 Penalty: 6225.916504
	Iteration 79Q: 3 clusters Score -3.27227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282042 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -32722686.000000 Penalty: 6225.916504
	Iteration 80F: 3 clusters Score -3.272269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (105355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Entering Unmasked Estep 
Score: -12367266.000000 Penalty: 2868.142578
	Iteration 0F: 2 clusters Score -1.236727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -12297137.000000 Penalty: 5736.285156
	Iteration 0F: 3 clusters Score -1.229714e+07 nChanged 49696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -12325960.000000 Penalty: 5736.285156
	Iteration 1F: 3 clusters Score -1.232596e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -12327300.000000 Penalty: 5736.285156
	Iteration 2Q: 3 clusters Score -1.23273e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -12329208.000000 Penalty: 5736.285156
	Iteration 3Q: 3 clusters Score -1.232921e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -12332006.000000 Penalty: 5736.285156
	Iteration 4F: 3 clusters Score -1.233201e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -12336677.000000 Penalty: 5736.285156
	Iteration 5F: 3 clusters Score -1.233668e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -12343297.000000 Penalty: 5736.285156
	Iteration 6F: 3 clusters Score -1.23433e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -12350323.000000 Penalty: 5736.285156
	Iteration 7F: 3 clusters Score -1.235032e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
Score: -12354488.000000 Penalty: 5736.285156
	Iteration 8F: 3 clusters Score -1.235449e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -12356079.000000 Penalty: 5736.285156
	Iteration 9Q: 3 clusters Score -1.235608e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -12356761.000000 Penalty: 5736.285156
	Iteration 10Q: 3 clusters Score -1.235676e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -12357083.000000 Penalty: 5736.285156
	Iteration 11Q: 3 clusters Score -1.235708e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -12357375.000000 Penalty: 5736.285156
	Iteration 12Q: 3 clusters Score -1.235738e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -12357649.000000 Penalty: 5736.285156
	Iteration 13Q: 3 clusters Score -1.235765e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -12357855.000000 Penalty: 5736.285156
	Iteration 14Q: 3 clusters Score -1.235786e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -12358098.000000 Penalty: 5736.285156
	Iteration 15Q: 3 clusters Score -1.23581e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -12358387.000000 Penalty: 5736.285156
	Iteration 16Q: 3 clusters Score -1.235839e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 80038 members 
Entering Unmasked Estep 
Score: -12358578.000000 Penalty: 5736.285156
	Iteration 17Q: 3 clusters Score -1.235858e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -12358766.000000 Penalty: 5736.285156
	Iteration 18Q: 3 clusters Score -1.235877e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 82111 members 
Entering Unmasked Estep 
Score: -12358996.000000 Penalty: 5736.285156
	Iteration 19Q: 3 clusters Score -1.2359e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -12359183.000000 Penalty: 5736.285156
	Iteration 20F: 3 clusters Score -1.235918e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 84191 members 
Entering Unmasked Estep 
Score: -12359387.000000 Penalty: 5736.285156
	Iteration 21Q: 3 clusters Score -1.235939e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 85196 members 
Entering Unmasked Estep 
Score: -12359580.000000 Penalty: 5736.285156
	Iteration 22Q: 3 clusters Score -1.235958e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
Score: -12359773.000000 Penalty: 5736.285156
	Iteration 23Q: 3 clusters Score -1.235977e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 87195 members 
Entering Unmasked Estep 
Score: -12360016.000000 Penalty: 5736.285156
	Iteration 24Q: 3 clusters Score -1.236002e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -12360312.000000 Penalty: 5736.285156
	Iteration 25Q: 3 clusters Score -1.236031e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 89313 members 
Entering Unmasked Estep 
Score: -12360613.000000 Penalty: 5736.285156
	Iteration 26Q: 3 clusters Score -1.236061e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -12360864.000000 Penalty: 5736.285156
	Iteration 27Q: 3 clusters Score -1.236086e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -12361193.000000 Penalty: 5736.285156
	Iteration 28Q: 3 clusters Score -1.236119e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -12361484.000000 Penalty: 5736.285156
	Iteration 29Q: 3 clusters Score -1.236148e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
Score: -12361710.000000 Penalty: 5736.285156
	Iteration 30Q: 3 clusters Score -1.236171e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 94235 members 
Entering Unmasked Estep 
Score: -12361932.000000 Penalty: 5736.285156
	Iteration 31Q: 3 clusters Score -1.236193e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -12362230.000000 Penalty: 5736.285156
	Iteration 32Q: 3 clusters Score -1.236223e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 96038 members 
Entering Unmasked Estep 
Score: -12362475.000000 Penalty: 5736.285156
	Iteration 33Q: 3 clusters Score -1.236248e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -12362699.000000 Penalty: 5736.285156
	Iteration 34Q: 3 clusters Score -1.23627e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 97558 members 
Entering Unmasked Estep 
Score: -12362938.000000 Penalty: 5736.285156
	Iteration 35Q: 3 clusters Score -1.236294e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 98279 members 
Entering Unmasked Estep 
Score: -12363165.000000 Penalty: 5736.285156
	Iteration 36Q: 3 clusters Score -1.236316e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 98961 members 
Entering Unmasked Estep 
Score: -12363367.000000 Penalty: 5736.285156
	Iteration 37Q: 3 clusters Score -1.236337e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -12363517.000000 Penalty: 5736.285156
	Iteration 38Q: 3 clusters Score -1.236352e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -12363716.000000 Penalty: 5736.285156
	Iteration 39Q: 3 clusters Score -1.236372e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 100583 members 
Entering Unmasked Estep 
Score: -12363811.000000 Penalty: 5736.285156
	Iteration 40F: 3 clusters Score -1.236381e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -12363928.000000 Penalty: 5736.285156
	Iteration 41Q: 3 clusters Score -1.236393e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 101453 members 
Entering Unmasked Estep 
Score: -12364016.000000 Penalty: 5736.285156
	Iteration 42Q: 3 clusters Score -1.236402e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -12364165.000000 Penalty: 5736.285156
	Iteration 43Q: 3 clusters Score -1.236416e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 102108 members 
Entering Unmasked Estep 
Score: -12364307.000000 Penalty: 5736.285156
	Iteration 44Q: 3 clusters Score -1.236431e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 102375 members 
Entering Unmasked Estep 
Score: -12364439.000000 Penalty: 5736.285156
	Iteration 45Q: 3 clusters Score -1.236444e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 102574 members 
Entering Unmasked Estep 
Score: -12364509.000000 Penalty: 5736.285156
	Iteration 46Q: 3 clusters Score -1.236451e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -12364542.000000 Penalty: 5736.285156
	Iteration 47Q: 3 clusters Score -1.236454e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 102894 members 
Entering Unmasked Estep 
Score: -12364613.000000 Penalty: 5736.285156
	Iteration 48Q: 3 clusters Score -1.236461e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 103013 members 
Entering Unmasked Estep 
Score: -12364658.000000 Penalty: 5736.285156
	Iteration 49Q: 3 clusters Score -1.236466e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 103120 members 
Entering Unmasked Estep 
Score: -12364700.000000 Penalty: 5736.285156
	Iteration 50Q: 3 clusters Score -1.23647e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 103217 members 
Entering Unmasked Estep 
Score: -12364739.000000 Penalty: 5736.285156
	Iteration 51Q: 3 clusters Score -1.236474e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 103297 members 
Entering Unmasked Estep 
Score: -12364824.000000 Penalty: 5736.285156
	Iteration 52Q: 3 clusters Score -1.236482e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -12364879.000000 Penalty: 5736.285156
	Iteration 53Q: 3 clusters Score -1.236488e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -12364985.000000 Penalty: 5736.285156
	Iteration 54Q: 3 clusters Score -1.236498e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 103519 members 
Entering Unmasked Estep 
Score: -12365093.000000 Penalty: 5736.285156
	Iteration 55Q: 3 clusters Score -1.236509e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 103553 members 
Entering Unmasked Estep 
Score: -12365204.000000 Penalty: 5736.285156
	Iteration 56Q: 3 clusters Score -1.23652e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 103576 members 
Entering Unmasked Estep 
Score: -12365270.000000 Penalty: 5736.285156
	Iteration 57Q: 3 clusters Score -1.236527e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 103574 members 
Entering Unmasked Estep 
Score: -12365351.000000 Penalty: 5736.285156
	Iteration 58Q: 3 clusters Score -1.236535e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 103560 members 
Entering Unmasked Estep 
Score: -12365395.000000 Penalty: 5736.285156
	Iteration 59Q: 3 clusters Score -1.23654e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 103540 members 
Entering Unmasked Estep 
Score: -12365439.000000 Penalty: 5736.285156
	Iteration 60F: 3 clusters Score -1.236544e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 103504 members 
Entering Unmasked Estep 
Score: -12365459.000000 Penalty: 5736.285156
	Iteration 61Q: 3 clusters Score -1.236546e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -12365485.000000 Penalty: 5736.285156
	Iteration 62Q: 3 clusters Score -1.236548e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -12365489.000000 Penalty: 5736.285156
	Iteration 63Q: 3 clusters Score -1.236549e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 103386 members 
Entering Unmasked Estep 
Score: -12365507.000000 Penalty: 5736.285156
	Iteration 64Q: 3 clusters Score -1.236551e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 103344 members 
Entering Unmasked Estep 
Score: -12365520.000000 Penalty: 5736.285156
	Iteration 65Q: 3 clusters Score -1.236552e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 103317 members 
Entering Unmasked Estep 
Score: -12365548.000000 Penalty: 5736.285156
	Iteration 66Q: 3 clusters Score -1.236555e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 103286 members 
Entering Unmasked Estep 
Score: -12365558.000000 Penalty: 5736.285156
	Iteration 67Q: 3 clusters Score -1.236556e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -12365588.000000 Penalty: 5736.285156
	Iteration 68Q: 3 clusters Score -1.236559e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 103227 members 
Entering Unmasked Estep 
Score: -12365579.000000 Penalty: 5736.285156
	Iteration 69Q: 3 clusters Score -1.236558e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 103193 members 
Entering Unmasked Estep 
Score: -12365582.000000 Penalty: 5736.285156
	Iteration 70Q: 3 clusters Score -1.236558e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -12365574.000000 Penalty: 5736.285156
	Iteration 71Q: 3 clusters Score -1.236557e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 103136 members 
Entering Unmasked Estep 
Score: -12365598.000000 Penalty: 5736.285156
	Iteration 72Q: 3 clusters Score -1.23656e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 103100 members 
Entering Unmasked Estep 
Score: -12365637.000000 Penalty: 5736.285156
	Iteration 73Q: 3 clusters Score -1.236564e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -12365660.000000 Penalty: 5736.285156
	Iteration 74Q: 3 clusters Score -1.236566e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 103032 members 
Entering Unmasked Estep 
Score: -12365697.000000 Penalty: 5736.285156
	Iteration 75Q: 3 clusters Score -1.23657e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 102997 members 
Entering Unmasked Estep 
Score: -12365696.000000 Penalty: 5736.285156
	Iteration 76Q: 3 clusters Score -1.23657e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 102964 members 
Entering Unmasked Estep 
Score: -12365699.000000 Penalty: 5736.285156
	Iteration 77Q: 3 clusters Score -1.23657e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 102935 members 
Entering Unmasked Estep 
Score: -12365722.000000 Penalty: 5736.285156
	Iteration 78Q: 3 clusters Score -1.236572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 102909 members 
Entering Unmasked Estep 
Score: -12365718.000000 Penalty: 5736.285156
	Iteration 79Q: 3 clusters Score -1.236572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 102882 members 
Entering Unmasked Estep 
Score: -12365724.000000 Penalty: 5736.285156
	Iteration 80F: 3 clusters Score -1.236572e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 102855 members 
Entering Unmasked Estep 
Score: -12365726.000000 Penalty: 5736.285156
	Iteration 81Q: 3 clusters Score -1.236573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 102834 members 
Entering Unmasked Estep 
Score: -12365705.000000 Penalty: 5736.285156
	Iteration 82Q: 3 clusters Score -1.23657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 102819 members 
Entering Unmasked Estep 
Score: -12365713.000000 Penalty: 5736.285156
	Iteration 83Q: 3 clusters Score -1.236571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 102804 members 
Entering Unmasked Estep 
Score: -12365733.000000 Penalty: 5736.285156
	Iteration 84Q: 3 clusters Score -1.236573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 102789 members 
Entering Unmasked Estep 
Score: -12365742.000000 Penalty: 5736.285156
	Iteration 85Q: 3 clusters Score -1.236574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 102780 members 
Entering Unmasked Estep 
Score: -12365735.000000 Penalty: 5736.285156
	Iteration 86Q: 3 clusters Score -1.236574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 102775 members 
Entering Unmasked Estep 
Score: -12365726.000000 Penalty: 5736.285156
	Iteration 87Q: 3 clusters Score -1.236573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 102769 members 
Entering Unmasked Estep 
Score: -12365720.000000 Penalty: 5736.285156
	Iteration 88Q: 3 clusters Score -1.236572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 102764 members 
Entering Unmasked Estep 
Score: -12365731.000000 Penalty: 5736.285156
	Iteration 89Q: 3 clusters Score -1.236573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 102758 members 
Entering Unmasked Estep 
Score: -12365726.000000 Penalty: 5736.285156
	Iteration 90Q: 3 clusters Score -1.236573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 102755 members 
Entering Unmasked Estep 
Score: -12365727.000000 Penalty: 5736.285156
	Iteration 91Q: 3 clusters Score -1.236573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 102753 members 
Entering Unmasked Estep 
Score: -12365738.000000 Penalty: 5736.285156
	Iteration 92Q: 3 clusters Score -1.236574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 102751 members 
Entering Unmasked Estep 
Score: -12365733.000000 Penalty: 5736.285156
	Iteration 93Q: 3 clusters Score -1.236573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -12365737.000000 Penalty: 5736.285156
	Iteration 94Q: 3 clusters Score -1.236574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -12365732.000000 Penalty: 5736.285156
	Iteration 95Q: 3 clusters Score -1.236573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -12365731.000000 Penalty: 5736.285156
	Iteration 96Q: 3 clusters Score -1.236573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 102739 members 
Entering Unmasked Estep 
Score: -12365735.000000 Penalty: 5736.285156
	Iteration 97Q: 3 clusters Score -1.236574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 102739 members 
Entering Unmasked Estep 
Score: -12365735.000000 Penalty: 5736.285156
	Iteration 98F: 3 clusters Score -1.236574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 5 contains 27833 members 
Mstep: Class 6 contains 37517 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 93667 members 
Mstep: Class 10 contains 25270 members 
Mstep: Class 13 contains 19757 members 
Mstep: Class 14 contains 27637 members 
Mstep: Class 15 contains 17993 members 
Mstep: Class 17 contains 282731 members 
Mstep: Class 19 contains 105355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644216.000000 Penalty: 39842.535156
Iteration 39Q: 13 clusters Score -7.464422e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 5 contains 27836 members 
Mstep: Class 6 contains 37525 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 93826 members 
Mstep: Class 10 contains 25367 members 
Mstep: Class 13 contains 19668 members 
Mstep: Class 14 contains 27565 members 
Mstep: Class 15 contains 18139 members 
Mstep: Class 17 contains 282210 members 
Mstep: Class 19 contains 105520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644384.000000 Penalty: 39842.535156
Iteration 40F: 13 clusters Score -7.464438e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 5 contains 27836 members 
Mstep: Class 6 contains 37523 members 
Mstep: Class 7 contains 1418 members 
Mstep: Class 8 contains 93932 members 
Mstep: Class 10 contains 25446 members 
Mstep: Class 13 contains 19590 members 
Mstep: Class 14 contains 27272 members 
Mstep: Class 15 contains 18257 members 
Mstep: Class 17 contains 281770 members 
Mstep: Class 19 contains 105675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644528.000000 Penalty: 39842.535156
Iteration 41Q: 13 clusters Score -7.464453e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 5 contains 27840 members 
Mstep: Class 6 contains 37544 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 94015 members 
Mstep: Class 10 contains 25505 members 
Mstep: Class 13 contains 19521 members 
Mstep: Class 14 contains 26960 members 
Mstep: Class 15 contains 18377 members 
Mstep: Class 17 contains 281371 members 
Mstep: Class 19 contains 105833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644816.000000 Penalty: 39842.535156
Iteration 42Q: 13 clusters Score -7.464482e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 5 contains 27840 members 
Mstep: Class 6 contains 37575 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 94090 members 
Mstep: Class 10 contains 25574 members 
Mstep: Class 13 contains 19467 members 
Mstep: Class 14 contains 26640 members 
Mstep: Class 15 contains 18518 members 
Mstep: Class 17 contains 280930 members 
Mstep: Class 19 contains 105998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645216.000000 Penalty: 39842.535156
Iteration 43Q: 13 clusters Score -7.464522e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 5 contains 27839 members 
Mstep: Class 6 contains 37592 members 
Mstep: Class 7 contains 1421 members 
Mstep: Class 8 contains 94162 members 
Mstep: Class 10 contains 25624 members 
Mstep: Class 13 contains 19441 members 
Mstep: Class 14 contains 26359 members 
Mstep: Class 15 contains 18640 members 
Mstep: Class 17 contains 280514 members 
Mstep: Class 19 contains 106165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645480.000000 Penalty: 39842.535156
Iteration 44Q: 13 clusters Score -7.464548e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 5 contains 27838 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 1421 members 
Mstep: Class 8 contains 94210 members 
Mstep: Class 10 contains 25677 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 26103 members 
Mstep: Class 15 contains 18743 members 
Mstep: Class 17 contains 280119 members 
Mstep: Class 19 contains 106327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645520.000000 Penalty: 39842.535156
Iteration 45Q: 13 clusters Score -7.464552e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 5 contains 27832 members 
Mstep: Class 6 contains 37626 members 
Mstep: Class 7 contains 1421 members 
Mstep: Class 8 contains 94238 members 
Mstep: Class 10 contains 25722 members 
Mstep: Class 13 contains 19419 members 
Mstep: Class 14 contains 25916 members 
Mstep: Class 15 contains 18854 members 
Mstep: Class 17 contains 279633 members 
Mstep: Class 19 contains 106541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645552.000000 Penalty: 39842.535156
Iteration 46Q: 13 clusters Score -7.464555e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 5 contains 27829 members 
Mstep: Class 6 contains 37630 members 
Mstep: Class 7 contains 1423 members 
Mstep: Class 8 contains 94317 members 
Mstep: Class 10 contains 25763 members 
Mstep: Class 13 contains 19410 members 
Mstep: Class 14 contains 25783 members 
Mstep: Class 15 contains 18947 members 
Mstep: Class 17 contains 279157 members 
Mstep: Class 19 contains 106703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645704.000000 Penalty: 39842.535156
Iteration 47Q: 13 clusters Score -7.46457e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27826 members 
Mstep: Class 6 contains 37617 members 
Mstep: Class 7 contains 1422 members 
Mstep: Class 8 contains 94386 members 
Mstep: Class 10 contains 25799 members 
Mstep: Class 13 contains 19410 members 
Mstep: Class 14 contains 25664 members 
Mstep: Class 15 contains 19025 members 
Mstep: Class 17 contains 278788 members 
Mstep: Class 19 contains 106841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645744.000000 Penalty: 39842.535156
Iteration 48Q: 13 clusters Score -7.464574e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27827 members 
Mstep: Class 6 contains 37604 members 
Mstep: Class 7 contains 1421 members 
Mstep: Class 8 contains 94442 members 
Mstep: Class 10 contains 25818 members 
Mstep: Class 13 contains 19414 members 
Mstep: Class 14 contains 25576 members 
Mstep: Class 15 contains 19076 members 
Mstep: Class 17 contains 278443 members 
Mstep: Class 19 contains 106989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645720.000000 Penalty: 39842.535156
Iteration 49Q: 13 clusters Score -7.464572e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27823 members 
Mstep: Class 6 contains 37585 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 94512 members 
Mstep: Class 10 contains 25846 members 
Mstep: Class 13 contains 19404 members 
Mstep: Class 14 contains 25510 members 
Mstep: Class 15 contains 19123 members 
Mstep: Class 17 contains 278080 members 
Mstep: Class 19 contains 107174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645512.000000 Penalty: 39842.535156
Iteration 50Q: 13 clusters Score -7.464551e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27828 members 
Mstep: Class 6 contains 37573 members 
Mstep: Class 7 contains 1421 members 
Mstep: Class 8 contains 94565 members 
Mstep: Class 10 contains 25881 members 
Mstep: Class 13 contains 19385 members 
Mstep: Class 14 contains 25464 members 
Mstep: Class 15 contains 19156 members 
Mstep: Class 17 contains 277736 members 
Mstep: Class 19 contains 107346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645752.000000 Penalty: 39842.535156
Iteration 51Q: 13 clusters Score -7.464575e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27831 members 
Mstep: Class 6 contains 37564 members 
Mstep: Class 7 contains 1419 members 
Mstep: Class 8 contains 94638 members 
Mstep: Class 10 contains 25904 members 
Mstep: Class 13 contains 19365 members 
Mstep: Class 14 contains 25440 members 
Mstep: Class 15 contains 19187 members 
Mstep: Class 17 contains 277394 members 
Mstep: Class 19 contains 107508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645616.000000 Penalty: 39842.535156
Iteration 52Q: 13 clusters Score -7.464562e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27830 members 
Mstep: Class 6 contains 37562 members 
Mstep: Class 7 contains 1419 members 
Mstep: Class 8 contains 94736 members 
Mstep: Class 10 contains 25944 members 
Mstep: Class 13 contains 19346 members 
Mstep: Class 14 contains 25448 members 
Mstep: Class 15 contains 19217 members 
Mstep: Class 17 contains 276940 members 
Mstep: Class 19 contains 107706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645536.000000 Penalty: 39842.535156
Iteration 53Q: 13 clusters Score -7.464554e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27832 members 
Mstep: Class 6 contains 37549 members 
Mstep: Class 7 contains 1419 members 
Mstep: Class 8 contains 94836 members 
Mstep: Class 10 contains 25978 members 
Mstep: Class 13 contains 19334 members 
Mstep: Class 14 contains 25456 members 
Mstep: Class 15 contains 19260 members 
Mstep: Class 17 contains 276529 members 
Mstep: Class 19 contains 107900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645456.000000 Penalty: 39842.535156
Iteration 54Q: 13 clusters Score -7.464546e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27835 members 
Mstep: Class 6 contains 37540 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 94970 members 
Mstep: Class 10 contains 25999 members 
Mstep: Class 13 contains 19325 members 
Mstep: Class 14 contains 25460 members 
Mstep: Class 15 contains 19302 members 
Mstep: Class 17 contains 276103 members 
Mstep: Class 19 contains 108083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645296.000000 Penalty: 39842.535156
Iteration 55Q: 13 clusters Score -7.46453e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27838 members 
Mstep: Class 6 contains 37533 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 95116 members 
Mstep: Class 10 contains 26035 members 
Mstep: Class 13 contains 19308 members 
Mstep: Class 14 contains 25474 members 
Mstep: Class 15 contains 19327 members 
Mstep: Class 17 contains 275718 members 
Mstep: Class 19 contains 108213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645240.000000 Penalty: 39842.535156
Iteration 56Q: 13 clusters Score -7.464524e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27838 members 
Mstep: Class 6 contains 37523 members 
Mstep: Class 7 contains 1419 members 
Mstep: Class 8 contains 95281 members 
Mstep: Class 10 contains 26064 members 
Mstep: Class 13 contains 19290 members 
Mstep: Class 14 contains 25488 members 
Mstep: Class 15 contains 19338 members 
Mstep: Class 17 contains 275401 members 
Mstep: Class 19 contains 108299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645288.000000 Penalty: 39842.535156
Iteration 57Q: 13 clusters Score -7.464529e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27837 members 
Mstep: Class 6 contains 37517 members 
Mstep: Class 7 contains 1418 members 
Mstep: Class 8 contains 95466 members 
Mstep: Class 10 contains 26106 members 
Mstep: Class 13 contains 19283 members 
Mstep: Class 14 contains 25493 members 
Mstep: Class 15 contains 19353 members 
Mstep: Class 17 contains 275079 members 
Mstep: Class 19 contains 108346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645224.000000 Penalty: 39842.535156
Iteration 58Q: 13 clusters Score -7.464522e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27836 members 
Mstep: Class 6 contains 37513 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 95660 members 
Mstep: Class 10 contains 26137 members 
Mstep: Class 13 contains 19272 members 
Mstep: Class 14 contains 25512 members 
Mstep: Class 15 contains 19365 members 
Mstep: Class 17 contains 274721 members 
Mstep: Class 19 contains 108436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645264.000000 Penalty: 39842.535156
Iteration 59Q: 13 clusters Score -7.464526e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27836 members 
Mstep: Class 6 contains 37513 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 95864 members 
Mstep: Class 10 contains 26165 members 
Mstep: Class 13 contains 19267 members 
Mstep: Class 14 contains 25517 members 
Mstep: Class 15 contains 19383 members 
Mstep: Class 17 contains 274372 members 
Mstep: Class 19 contains 108501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645440.000000 Penalty: 39842.535156
Iteration 60F: 13 clusters Score -7.464544e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27836 members 
Mstep: Class 6 contains 37502 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 96081 members 
Mstep: Class 10 contains 26187 members 
Mstep: Class 13 contains 19261 members 
Mstep: Class 14 contains 25514 members 
Mstep: Class 15 contains 19402 members 
Mstep: Class 17 contains 274057 members 
Mstep: Class 19 contains 108518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645400.000000 Penalty: 39842.535156
Iteration 61Q: 13 clusters Score -7.46454e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27835 members 
Mstep: Class 6 contains 37499 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 96320 members 
Mstep: Class 10 contains 26218 members 
Mstep: Class 13 contains 19248 members 
Mstep: Class 14 contains 25509 members 
Mstep: Class 15 contains 19424 members 
Mstep: Class 17 contains 273739 members 
Mstep: Class 19 contains 108505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645296.000000 Penalty: 39842.535156
Iteration 62Q: 13 clusters Score -7.46453e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27836 members 
Mstep: Class 6 contains 37498 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 96539 members 
Mstep: Class 10 contains 26236 members 
Mstep: Class 13 contains 19237 members 
Mstep: Class 14 contains 25505 members 
Mstep: Class 15 contains 19438 members 
Mstep: Class 17 contains 273461 members 
Mstep: Class 19 contains 108491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645248.000000 Penalty: 39842.535156
Iteration 63Q: 13 clusters Score -7.464525e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27836 members 
Mstep: Class 6 contains 37497 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 96776 members 
Mstep: Class 10 contains 26259 members 
Mstep: Class 13 contains 19241 members 
Mstep: Class 14 contains 25504 members 
Mstep: Class 15 contains 19450 members 
Mstep: Class 17 contains 273191 members 
Mstep: Class 19 contains 108443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645112.000000 Penalty: 39842.535156
Iteration 64Q: 13 clusters Score -7.464511e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27836 members 
Mstep: Class 6 contains 37484 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 97028 members 
Mstep: Class 10 contains 26276 members 
Mstep: Class 13 contains 19238 members 
Mstep: Class 14 contains 25510 members 
Mstep: Class 15 contains 19464 members 
Mstep: Class 17 contains 272952 members 
Mstep: Class 19 contains 108367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645112.000000 Penalty: 39842.535156
Iteration 65Q: 13 clusters Score -7.464511e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27838 members 
Mstep: Class 6 contains 37478 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 97287 members 
Mstep: Class 10 contains 26301 members 
Mstep: Class 13 contains 19227 members 
Mstep: Class 14 contains 25511 members 
Mstep: Class 15 contains 19480 members 
Mstep: Class 17 contains 272747 members 
Mstep: Class 19 contains 108252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645416.000000 Penalty: 39842.535156
Iteration 66Q: 13 clusters Score -7.464542e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27841 members 
Mstep: Class 6 contains 37477 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 97568 members 
Mstep: Class 10 contains 26312 members 
Mstep: Class 13 contains 19217 members 
Mstep: Class 14 contains 25513 members 
Mstep: Class 15 contains 19487 members 
Mstep: Class 17 contains 272559 members 
Mstep: Class 19 contains 108120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645496.000000 Penalty: 39842.535156
Iteration 67Q: 13 clusters Score -7.46455e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27844 members 
Mstep: Class 6 contains 37481 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 97864 members 
Mstep: Class 10 contains 26326 members 
Mstep: Class 13 contains 19205 members 
Mstep: Class 14 contains 25521 members 
Mstep: Class 15 contains 19504 members 
Mstep: Class 17 contains 272364 members 
Mstep: Class 19 contains 107954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645432.000000 Penalty: 39842.535156
Iteration 68Q: 13 clusters Score -7.464543e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27847 members 
Mstep: Class 6 contains 37483 members 
Mstep: Class 7 contains 1418 members 
Mstep: Class 8 contains 98157 members 
Mstep: Class 10 contains 26330 members 
Mstep: Class 13 contains 19189 members 
Mstep: Class 14 contains 25523 members 
Mstep: Class 15 contains 19512 members 
Mstep: Class 17 contains 272228 members 
Mstep: Class 19 contains 107781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645424.000000 Penalty: 39842.535156
Iteration 69Q: 13 clusters Score -7.464542e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27847 members 
Mstep: Class 6 contains 37488 members 
Mstep: Class 7 contains 1418 members 
Mstep: Class 8 contains 98482 members 
Mstep: Class 10 contains 26330 members 
Mstep: Class 13 contains 19179 members 
Mstep: Class 14 contains 25524 members 
Mstep: Class 15 contains 19528 members 
Mstep: Class 17 contains 272093 members 
Mstep: Class 19 contains 107563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645552.000000 Penalty: 39842.535156
Iteration 70Q: 13 clusters Score -7.464555e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27848 members 
Mstep: Class 6 contains 37492 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 98786 members 
Mstep: Class 10 contains 26333 members 
Mstep: Class 13 contains 19174 members 
Mstep: Class 14 contains 25525 members 
Mstep: Class 15 contains 19540 members 
Mstep: Class 17 contains 272018 members 
Mstep: Class 19 contains 107312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645736.000000 Penalty: 39842.535156
Iteration 71Q: 13 clusters Score -7.464574e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27847 members 
Mstep: Class 6 contains 37497 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 99081 members 
Mstep: Class 10 contains 26353 members 
Mstep: Class 13 contains 19162 members 
Mstep: Class 14 contains 25521 members 
Mstep: Class 15 contains 19551 members 
Mstep: Class 17 contains 271978 members 
Mstep: Class 19 contains 107019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645856.000000 Penalty: 39842.535156
Iteration 72Q: 13 clusters Score -7.464586e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27847 members 
Mstep: Class 6 contains 37493 members 
Mstep: Class 7 contains 1419 members 
Mstep: Class 8 contains 99389 members 
Mstep: Class 10 contains 26361 members 
Mstep: Class 13 contains 19144 members 
Mstep: Class 14 contains 25519 members 
Mstep: Class 15 contains 19565 members 
Mstep: Class 17 contains 272005 members 
Mstep: Class 19 contains 106677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645968.000000 Penalty: 39842.535156
Iteration 73Q: 13 clusters Score -7.464597e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27848 members 
Mstep: Class 6 contains 37500 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 99737 members 
Mstep: Class 10 contains 26374 members 
Mstep: Class 13 contains 19129 members 
Mstep: Class 14 contains 25518 members 
Mstep: Class 15 contains 19576 members 
Mstep: Class 17 contains 272010 members 
Mstep: Class 19 contains 106304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645912.000000 Penalty: 39842.535156
Iteration 74Q: 13 clusters Score -7.464591e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27848 members 
Mstep: Class 6 contains 37499 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 100141 members 
Mstep: Class 10 contains 26381 members 
Mstep: Class 13 contains 19115 members 
Mstep: Class 14 contains 25507 members 
Mstep: Class 15 contains 19592 members 
Mstep: Class 17 contains 272021 members 
Mstep: Class 19 contains 105883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645936.000000 Penalty: 39842.535156
Iteration 75Q: 13 clusters Score -7.464594e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27845 members 
Mstep: Class 6 contains 37497 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 100555 members 
Mstep: Class 10 contains 26395 members 
Mstep: Class 13 contains 19101 members 
Mstep: Class 14 contains 25494 members 
Mstep: Class 15 contains 19605 members 
Mstep: Class 17 contains 272034 members 
Mstep: Class 19 contains 105451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645968.000000 Penalty: 39842.535156
Iteration 76Q: 13 clusters Score -7.464597e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27844 members 
Mstep: Class 6 contains 37494 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 101000 members 
Mstep: Class 10 contains 26409 members 
Mstep: Class 13 contains 19092 members 
Mstep: Class 14 contains 25492 members 
Mstep: Class 15 contains 19611 members 
Mstep: Class 17 contains 272041 members 
Mstep: Class 19 contains 104995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646144.000000 Penalty: 39842.535156
Iteration 77Q: 13 clusters Score -7.464614e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27842 members 
Mstep: Class 6 contains 37488 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 101462 members 
Mstep: Class 10 contains 26432 members 
Mstep: Class 13 contains 19084 members 
Mstep: Class 14 contains 25482 members 
Mstep: Class 15 contains 19628 members 
Mstep: Class 17 contains 272069 members 
Mstep: Class 19 contains 104480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646152.000000 Penalty: 39842.535156
Iteration 78Q: 13 clusters Score -7.464615e+07 nChanged 1162
Entering ConstructFrom: 
Score: -74646152.000000 Penalty: 39842.535156
Entering ConstructFrom: 
Trying to split cluster 1 (16085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Entering Unmasked Estep 
Score: -1902345.125000 Penalty: 2402.039307
	Iteration 0F: 2 clusters Score -1902345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1890675.875000 Penalty: 4804.078613
	Iteration 0F: 3 clusters Score -1890676 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1894426.125000 Penalty: 4804.078613
	Iteration 1F: 3 clusters Score -1894426 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1894792.875000 Penalty: 4804.078613
	Iteration 2F: 3 clusters Score -1894793 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1895093.875000 Penalty: 4804.078613
	Iteration 3Q: 3 clusters Score -1895094 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1895386.125000 Penalty: 4804.078613
	Iteration 4Q: 3 clusters Score -1895386 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1895753.375000 Penalty: 4804.078613
	Iteration 5Q: 3 clusters Score -1895753 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1896219.250000 Penalty: 4804.078613
	Iteration 6Q: 3 clusters Score -1896219 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1896844.375000 Penalty: 4804.078613
	Iteration 7F: 3 clusters Score -1896844 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1897573.875000 Penalty: 4804.078613
	Iteration 8F: 3 clusters Score -1897574 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1898267.000000 Penalty: 4804.078613
	Iteration 9F: 3 clusters Score -1898267 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1898846.500000 Penalty: 4804.078613
	Iteration 10Q: 3 clusters Score -1898846 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1899298.250000 Penalty: 4804.078613
	Iteration 11Q: 3 clusters Score -1899298 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1899657.500000 Penalty: 4804.078613
	Iteration 12Q: 3 clusters Score -1899658 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1899877.875000 Penalty: 4804.078613
	Iteration 13Q: 3 clusters Score -1899878 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1900030.000000 Penalty: 4804.078613
	Iteration 14Q: 3 clusters Score -1900030 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1900125.250000 Penalty: 4804.078613
	Iteration 15Q: 3 clusters Score -1900125 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1900183.500000 Penalty: 4804.078613
	Iteration 16Q: 3 clusters Score -1900184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1900225.625000 Penalty: 4804.078613
	Iteration 17Q: 3 clusters Score -1900226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1900257.125000 Penalty: 4804.078613
	Iteration 18Q: 3 clusters Score -1900257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1900279.875000 Penalty: 4804.078613
	Iteration 19Q: 3 clusters Score -1900280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1900299.750000 Penalty: 4804.078613
	Iteration 20F: 3 clusters Score -1900300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1900313.250000 Penalty: 4804.078613
	Iteration 21Q: 3 clusters Score -1900313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1900327.000000 Penalty: 4804.078613
	Iteration 22Q: 3 clusters Score -1900327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1900340.625000 Penalty: 4804.078613
	Iteration 23Q: 3 clusters Score -1900341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1900344.250000 Penalty: 4804.078613
	Iteration 24Q: 3 clusters Score -1900344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1900349.125000 Penalty: 4804.078613
	Iteration 25Q: 3 clusters Score -1900349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1900349.500000 Penalty: 4804.078613
	Iteration 26Q: 3 clusters Score -1900350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1900352.625000 Penalty: 4804.078613
	Iteration 27Q: 3 clusters Score -1900353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1900357.250000 Penalty: 4804.078613
	Iteration 28Q: 3 clusters Score -1900357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1900360.000000 Penalty: 4804.078613
	Iteration 29Q: 3 clusters Score -1900360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1900360.875000 Penalty: 4804.078613
	Iteration 30Q: 3 clusters Score -1900361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1900366.500000 Penalty: 4804.078613
	Iteration 31Q: 3 clusters Score -1900366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1900367.750000 Penalty: 4804.078613
	Iteration 32Q: 3 clusters Score -1900368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1900369.500000 Penalty: 4804.078613
	Iteration 33Q: 3 clusters Score -1900370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1900375.000000 Penalty: 4804.078613
	Iteration 34Q: 3 clusters Score -1900375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1900377.000000 Penalty: 4804.078613
	Iteration 35Q: 3 clusters Score -1900377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1900375.625000 Penalty: 4804.078613
	Iteration 36Q: 3 clusters Score -1900376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1900376.750000 Penalty: 4804.078613
	Iteration 37Q: 3 clusters Score -1900377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1900376.000000 Penalty: 4804.078613
	Iteration 38Q: 3 clusters Score -1900376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1900375.625000 Penalty: 4804.078613
	Iteration 39Q: 3 clusters Score -1900376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1900376.250000 Penalty: 4804.078613
	Iteration 40F: 3 clusters Score -1900376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -69002.390625 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -69002.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67362.773438 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -67362.77 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67529.250000 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -67529.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67599.570312 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -67599.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67615.007812 Penalty: 3195.500000
	Iteration 3Q: 3 clusters Score -67615.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67619.492188 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -67619.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67624.398438 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -67624.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67626.226562 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -67626.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67626.226562 Penalty: 3195.500000
	Iteration 7F: 3 clusters Score -67626.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Entering Unmasked Estep 
Score: -3229408.000000 Penalty: 2538.106445
	Iteration 0F: 2 clusters Score -3229408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3210304.250000 Penalty: 5076.212891
	Iteration 0F: 3 clusters Score -3210304 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3217011.250000 Penalty: 5076.212891
	Iteration 1F: 3 clusters Score -3217011 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3217554.500000 Penalty: 5076.212891
	Iteration 2Q: 3 clusters Score -3217554 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3218081.750000 Penalty: 5076.212891
	Iteration 3Q: 3 clusters Score -3218082 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3218738.500000 Penalty: 5076.212891
	Iteration 4Q: 3 clusters Score -3218738 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3219642.500000 Penalty: 5076.212891
	Iteration 5F: 3 clusters Score -3219642 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3220853.500000 Penalty: 5076.212891
	Iteration 6F: 3 clusters Score -3220854 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3222369.500000 Penalty: 5076.212891
	Iteration 7F: 3 clusters Score -3222370 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -3224011.500000 Penalty: 5076.212891
	Iteration 8F: 3 clusters Score -3224012 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3225469.000000 Penalty: 5076.212891
	Iteration 9F: 3 clusters Score -3225469 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3226502.250000 Penalty: 5076.212891
	Iteration 10Q: 3 clusters Score -3226502 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3227124.250000 Penalty: 5076.212891
	Iteration 11Q: 3 clusters Score -3227124 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3227542.750000 Penalty: 5076.212891
	Iteration 12Q: 3 clusters Score -3227543 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3227937.000000 Penalty: 5076.212891
	Iteration 13Q: 3 clusters Score -3227937 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3228151.000000 Penalty: 5076.212891
	Iteration 14Q: 3 clusters Score -3228151 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3228220.750000 Penalty: 5076.212891
	Iteration 15Q: 3 clusters Score -3228221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3228252.500000 Penalty: 5076.212891
	Iteration 16Q: 3 clusters Score -3228252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3228268.000000 Penalty: 5076.212891
	Iteration 17Q: 3 clusters Score -3228268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3228273.250000 Penalty: 5076.212891
	Iteration 18Q: 3 clusters Score -3228273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3228271.500000 Penalty: 5076.212891
	Iteration 19Q: 3 clusters Score -3228272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3228271.500000 Penalty: 5076.212891
	Iteration 20F: 3 clusters Score -3228272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3228274.500000 Penalty: 5076.212891
	Iteration 21Q: 3 clusters Score -3228274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3228274.250000 Penalty: 5076.212891
	Iteration 22Q: 3 clusters Score -3228274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3228271.750000 Penalty: 5076.212891
	Iteration 23Q: 3 clusters Score -3228272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3228273.750000 Penalty: 5076.212891
	Iteration 24Q: 3 clusters Score -3228274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3228273.250000 Penalty: 5076.212891
	Iteration 25Q: 3 clusters Score -3228273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3228275.750000 Penalty: 5076.212891
	Iteration 26Q: 3 clusters Score -3228276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3228278.250000 Penalty: 5076.212891
	Iteration 27Q: 3 clusters Score -3228278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3228281.000000 Penalty: 5076.212891
	Iteration 28Q: 3 clusters Score -3228281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3228282.000000 Penalty: 5076.212891
	Iteration 29Q: 3 clusters Score -3228282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3228283.750000 Penalty: 5076.212891
	Iteration 30Q: 3 clusters Score -3228284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3228285.500000 Penalty: 5076.212891
	Iteration 31Q: 3 clusters Score -3228286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3228285.500000 Penalty: 5076.212891
	Iteration 32F: 3 clusters Score -3228286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Entering Unmasked Estep 
Score: -4232620.000000 Penalty: 2611.867188
	Iteration 0F: 2 clusters Score -4232620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -4207254.500000 Penalty: 5223.734375
	Iteration 0F: 3 clusters Score -4207254 nChanged 17052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -4216945.500000 Penalty: 5223.734375
	Iteration 1F: 3 clusters Score -4216946 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -4218196.500000 Penalty: 5223.734375
	Iteration 2F: 3 clusters Score -4218196 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -4219808.000000 Penalty: 5223.734375
	Iteration 3F: 3 clusters Score -4219808 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -4221687.000000 Penalty: 5223.734375
	Iteration 4F: 3 clusters Score -4221687 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -4223806.500000 Penalty: 5223.734375
	Iteration 5F: 3 clusters Score -4223806 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -4225752.000000 Penalty: 5223.734375
	Iteration 6F: 3 clusters Score -4225752 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -4227230.000000 Penalty: 5223.734375
	Iteration 7F: 3 clusters Score -4227230 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -4228140.000000 Penalty: 5223.734375
	Iteration 8Q: 3 clusters Score -4228140 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -4228792.000000 Penalty: 5223.734375
	Iteration 9Q: 3 clusters Score -4228792 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4229350.000000 Penalty: 5223.734375
	Iteration 10Q: 3 clusters Score -4229350 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -4229883.000000 Penalty: 5223.734375
	Iteration 11Q: 3 clusters Score -4229883 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4230465.000000 Penalty: 5223.734375
	Iteration 12Q: 3 clusters Score -4230465 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4231202.500000 Penalty: 5223.734375
	Iteration 13Q: 3 clusters Score -4231202 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4231777.500000 Penalty: 5223.734375
	Iteration 14Q: 3 clusters Score -4231778 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4231886.500000 Penalty: 5223.734375
	Iteration 15Q: 3 clusters Score -4231886 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -4231968.500000 Penalty: 5223.734375
	Iteration 16Q: 3 clusters Score -4231968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4231986.000000 Penalty: 5223.734375
	Iteration 17Q: 3 clusters Score -4231986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -4232010.000000 Penalty: 5223.734375
	Iteration 18Q: 3 clusters Score -4232010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4232010.500000 Penalty: 5223.734375
	Iteration 19Q: 3 clusters Score -4232010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -4232015.000000 Penalty: 5223.734375
	Iteration 20F: 3 clusters Score -4232015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4232018.500000 Penalty: 5223.734375
	Iteration 21Q: 3 clusters Score -4232018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4232027.500000 Penalty: 5223.734375
	Iteration 22Q: 3 clusters Score -4232028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -4232028.000000 Penalty: 5223.734375
	Iteration 23Q: 3 clusters Score -4232028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -4232031.000000 Penalty: 5223.734375
	Iteration 24Q: 3 clusters Score -4232031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -4232037.000000 Penalty: 5223.734375
	Iteration 25Q: 3 clusters Score -4232037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4232033.500000 Penalty: 5223.734375
	Iteration 26Q: 3 clusters Score -4232034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -4232036.500000 Penalty: 5223.734375
	Iteration 27Q: 3 clusters Score -4232036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -4232038.500000 Penalty: 5223.734375
	Iteration 28Q: 3 clusters Score -4232038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -4232039.500000 Penalty: 5223.734375
	Iteration 29Q: 3 clusters Score -4232040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4232037.000000 Penalty: 5223.734375
	Iteration 30Q: 3 clusters Score -4232037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -4232040.500000 Penalty: 5223.734375
	Iteration 31Q: 3 clusters Score -4232040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -4232040.500000 Penalty: 5223.734375
	Iteration 32F: 3 clusters Score -4232040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Entering Unmasked Estep 
Score: -144035.046875 Penalty: 1799.036133
	Iteration 0F: 2 clusters Score -144035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -142090.109375 Penalty: 3598.072266
	Iteration 0F: 3 clusters Score -142090.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -142806.906250 Penalty: 3598.072266
	Iteration 1F: 3 clusters Score -142806.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -143045.484375 Penalty: 3598.072266
	Iteration 2F: 3 clusters Score -143045.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -143247.015625 Penalty: 3598.072266
	Iteration 3F: 3 clusters Score -143247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -143429.796875 Penalty: 3598.072266
	Iteration 4F: 3 clusters Score -143429.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -143513.390625 Penalty: 3598.072266
	Iteration 5Q: 3 clusters Score -143513.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -143547.031250 Penalty: 3598.072266
	Iteration 6Q: 3 clusters Score -143547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -143575.625000 Penalty: 3598.072266
	Iteration 7Q: 3 clusters Score -143575.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -143597.312500 Penalty: 3598.072266
	Iteration 8Q: 3 clusters Score -143597.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -143616.859375 Penalty: 3598.072266
	Iteration 9Q: 3 clusters Score -143616.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -143626.328125 Penalty: 3598.072266
	Iteration 10Q: 3 clusters Score -143626.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -143632.921875 Penalty: 3598.072266
	Iteration 11Q: 3 clusters Score -143632.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -143646.500000 Penalty: 3598.072266
	Iteration 12Q: 3 clusters Score -143646.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -143657.187500 Penalty: 3598.072266
	Iteration 13Q: 3 clusters Score -143657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -143660.843750 Penalty: 3598.072266
	Iteration 14Q: 3 clusters Score -143660.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -143666.828125 Penalty: 3598.072266
	Iteration 15Q: 3 clusters Score -143666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -143669.843750 Penalty: 3598.072266
	Iteration 16Q: 3 clusters Score -143669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -143670.875000 Penalty: 3598.072266
	Iteration 17Q: 3 clusters Score -143670.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -143670.875000 Penalty: 3598.072266
	Iteration 18F: 3 clusters Score -143670.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (102027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102027 members 
Entering Unmasked Estep 
Score: -11857175.000000 Penalty: 2860.182129
	Iteration 0F: 2 clusters Score -1.185718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -11788601.000000 Penalty: 5720.364258
	Iteration 0F: 3 clusters Score -1.17886e+07 nChanged 48480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -11816244.000000 Penalty: 5720.364258
	Iteration 1F: 3 clusters Score -1.181624e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -11817286.000000 Penalty: 5720.364258
	Iteration 2Q: 3 clusters Score -1.181729e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -11818558.000000 Penalty: 5720.364258
	Iteration 3Q: 3 clusters Score -1.181856e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -11820353.000000 Penalty: 5720.364258
	Iteration 4Q: 3 clusters Score -1.182035e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -11822768.000000 Penalty: 5720.364258
	Iteration 5Q: 3 clusters Score -1.182277e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -11826032.000000 Penalty: 5720.364258
	Iteration 6F: 3 clusters Score -1.182603e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -11830098.000000 Penalty: 5720.364258
	Iteration 7F: 3 clusters Score -1.18301e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -11834704.000000 Penalty: 5720.364258
	Iteration 8F: 3 clusters Score -1.18347e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -11839115.000000 Penalty: 5720.364258
	Iteration 9F: 3 clusters Score -1.183912e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -11842568.000000 Penalty: 5720.364258
	Iteration 10F: 3 clusters Score -1.184257e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -11844426.000000 Penalty: 5720.364258
	Iteration 11Q: 3 clusters Score -1.184443e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -11845445.000000 Penalty: 5720.364258
	Iteration 12Q: 3 clusters Score -1.184544e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -11846111.000000 Penalty: 5720.364258
	Iteration 13Q: 3 clusters Score -1.184611e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -11846646.000000 Penalty: 5720.364258
	Iteration 14Q: 3 clusters Score -1.184665e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -11847144.000000 Penalty: 5720.364258
	Iteration 15Q: 3 clusters Score -1.184714e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -11847559.000000 Penalty: 5720.364258
	Iteration 16Q: 3 clusters Score -1.184756e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -11847907.000000 Penalty: 5720.364258
	Iteration 17Q: 3 clusters Score -1.184791e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -11848347.000000 Penalty: 5720.364258
	Iteration 18Q: 3 clusters Score -1.184835e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -11848752.000000 Penalty: 5720.364258
	Iteration 19Q: 3 clusters Score -1.184875e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -11849155.000000 Penalty: 5720.364258
	Iteration 20F: 3 clusters Score -1.184916e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75076 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -11849601.000000 Penalty: 5720.364258
	Iteration 21Q: 3 clusters Score -1.18496e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -11850080.000000 Penalty: 5720.364258
	Iteration 22Q: 3 clusters Score -1.185008e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -11850606.000000 Penalty: 5720.364258
	Iteration 23Q: 3 clusters Score -1.185061e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -11851177.000000 Penalty: 5720.364258
	Iteration 24Q: 3 clusters Score -1.185118e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -11851714.000000 Penalty: 5720.364258
	Iteration 25Q: 3 clusters Score -1.185171e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -11852325.000000 Penalty: 5720.364258
	Iteration 26Q: 3 clusters Score -1.185232e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84178 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -11852985.000000 Penalty: 5720.364258
	Iteration 27Q: 3 clusters Score -1.185298e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85563 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -11853492.000000 Penalty: 5720.364258
	Iteration 28Q: 3 clusters Score -1.185349e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86824 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -11853930.000000 Penalty: 5720.364258
	Iteration 29Q: 3 clusters Score -1.185393e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87939 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -11854341.000000 Penalty: 5720.364258
	Iteration 30Q: 3 clusters Score -1.185434e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -11854697.000000 Penalty: 5720.364258
	Iteration 31Q: 3 clusters Score -1.18547e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -11854945.000000 Penalty: 5720.364258
	Iteration 32Q: 3 clusters Score -1.185494e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -11855163.000000 Penalty: 5720.364258
	Iteration 33Q: 3 clusters Score -1.185516e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91255 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -11855396.000000 Penalty: 5720.364258
	Iteration 34Q: 3 clusters Score -1.18554e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91876 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -11855563.000000 Penalty: 5720.364258
	Iteration 35Q: 3 clusters Score -1.185556e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92450 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -11855678.000000 Penalty: 5720.364258
	Iteration 36Q: 3 clusters Score -1.185568e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -11855784.000000 Penalty: 5720.364258
	Iteration 37Q: 3 clusters Score -1.185578e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -11855925.000000 Penalty: 5720.364258
	Iteration 38Q: 3 clusters Score -1.185592e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -11856009.000000 Penalty: 5720.364258
	Iteration 39Q: 3 clusters Score -1.185601e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94142 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -11856061.000000 Penalty: 5720.364258
	Iteration 40F: 3 clusters Score -1.185606e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94433 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -11856078.000000 Penalty: 5720.364258
	Iteration 41Q: 3 clusters Score -1.185608e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94671 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -11856119.000000 Penalty: 5720.364258
	Iteration 42Q: 3 clusters Score -1.185612e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -11856139.000000 Penalty: 5720.364258
	Iteration 43Q: 3 clusters Score -1.185614e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95118 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -11856151.000000 Penalty: 5720.364258
	Iteration 44Q: 3 clusters Score -1.185615e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95303 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -11856199.000000 Penalty: 5720.364258
	Iteration 45Q: 3 clusters Score -1.18562e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -11856263.000000 Penalty: 5720.364258
	Iteration 46Q: 3 clusters Score -1.185626e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95645 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -11856314.000000 Penalty: 5720.364258
	Iteration 47Q: 3 clusters Score -1.185631e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95790 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -11856348.000000 Penalty: 5720.364258
	Iteration 48Q: 3 clusters Score -1.185635e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95917 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -11856329.000000 Penalty: 5720.364258
	Iteration 49Q: 3 clusters Score -1.185633e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -11856366.000000 Penalty: 5720.364258
	Iteration 50Q: 3 clusters Score -1.185637e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -11856359.000000 Penalty: 5720.364258
	Iteration 51Q: 3 clusters Score -1.185636e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96202 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -11856357.000000 Penalty: 5720.364258
	Iteration 52Q: 3 clusters Score -1.185636e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -11856349.000000 Penalty: 5720.364258
	Iteration 53Q: 3 clusters Score -1.185635e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -11856348.000000 Penalty: 5720.364258
	Iteration 54Q: 3 clusters Score -1.185635e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -11856359.000000 Penalty: 5720.364258
	Iteration 55Q: 3 clusters Score -1.185636e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96498 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -11856363.000000 Penalty: 5720.364258
	Iteration 56Q: 3 clusters Score -1.185636e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96555 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -11856387.000000 Penalty: 5720.364258
	Iteration 57Q: 3 clusters Score -1.185639e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -11856394.000000 Penalty: 5720.364258
	Iteration 58Q: 3 clusters Score -1.185639e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96667 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -11856385.000000 Penalty: 5720.364258
	Iteration 59Q: 3 clusters Score -1.185638e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -11856389.000000 Penalty: 5720.364258
	Iteration 60F: 3 clusters Score -1.185639e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -11856414.000000 Penalty: 5720.364258
	Iteration 61Q: 3 clusters Score -1.185641e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -11856413.000000 Penalty: 5720.364258
	Iteration 62Q: 3 clusters Score -1.185641e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96812 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -11856392.000000 Penalty: 5720.364258
	Iteration 63Q: 3 clusters Score -1.185639e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -11856411.000000 Penalty: 5720.364258
	Iteration 64Q: 3 clusters Score -1.185641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -11856406.000000 Penalty: 5720.364258
	Iteration 65Q: 3 clusters Score -1.185641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -11856419.000000 Penalty: 5720.364258
	Iteration 66Q: 3 clusters Score -1.185642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96901 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -11856416.000000 Penalty: 5720.364258
	Iteration 67Q: 3 clusters Score -1.185642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96922 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -11856432.000000 Penalty: 5720.364258
	Iteration 68Q: 3 clusters Score -1.185643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -11856437.000000 Penalty: 5720.364258
	Iteration 69Q: 3 clusters Score -1.185644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96950 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -11856438.000000 Penalty: 5720.364258
	Iteration 70Q: 3 clusters Score -1.185644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96959 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -11856432.000000 Penalty: 5720.364258
	Iteration 71Q: 3 clusters Score -1.185643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96973 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -11856438.000000 Penalty: 5720.364258
	Iteration 72Q: 3 clusters Score -1.185644e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96989 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -11856430.000000 Penalty: 5720.364258
	Iteration 73Q: 3 clusters Score -1.185643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -11856445.000000 Penalty: 5720.364258
	Iteration 74Q: 3 clusters Score -1.185644e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97019 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -11856439.000000 Penalty: 5720.364258
	Iteration 75Q: 3 clusters Score -1.185644e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -11856440.000000 Penalty: 5720.364258
	Iteration 76Q: 3 clusters Score -1.185644e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -11856444.000000 Penalty: 5720.364258
	Iteration 77Q: 3 clusters Score -1.185644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97076 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -11856437.000000 Penalty: 5720.364258
	Iteration 78Q: 3 clusters Score -1.185644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97081 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -11856440.000000 Penalty: 5720.364258
	Iteration 79Q: 3 clusters Score -1.185644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97091 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -11856456.000000 Penalty: 5720.364258
	Iteration 80F: 3 clusters Score -1.185646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -11856467.000000 Penalty: 5720.364258
	Iteration 81Q: 3 clusters Score -1.185647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97105 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -11856475.000000 Penalty: 5720.364258
	Iteration 82Q: 3 clusters Score -1.185648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -11856467.000000 Penalty: 5720.364258
	Iteration 83Q: 3 clusters Score -1.185647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97116 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -11856471.000000 Penalty: 5720.364258
	Iteration 84Q: 3 clusters Score -1.185647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97123 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -11856457.000000 Penalty: 5720.364258
	Iteration 85Q: 3 clusters Score -1.185646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97128 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -11856473.000000 Penalty: 5720.364258
	Iteration 86Q: 3 clusters Score -1.185647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97132 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -11856470.000000 Penalty: 5720.364258
	Iteration 87Q: 3 clusters Score -1.185647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97138 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -11856475.000000 Penalty: 5720.364258
	Iteration 88Q: 3 clusters Score -1.185648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97142 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -11856470.000000 Penalty: 5720.364258
	Iteration 89Q: 3 clusters Score -1.185647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97144 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -11856466.000000 Penalty: 5720.364258
	Iteration 90Q: 3 clusters Score -1.185647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -11856472.000000 Penalty: 5720.364258
	Iteration 91Q: 3 clusters Score -1.185647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97149 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -11856477.000000 Penalty: 5720.364258
	Iteration 92Q: 3 clusters Score -1.185648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -11856480.000000 Penalty: 5720.364258
	Iteration 93Q: 3 clusters Score -1.185648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -11856482.000000 Penalty: 5720.364258
	Iteration 94Q: 3 clusters Score -1.185648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -11856482.000000 Penalty: 5720.364258
	Iteration 95F: 3 clusters Score -1.185648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Entering Unmasked Estep 
Score: -3140377.250000 Penalty: 2525.236816
	Iteration 0F: 2 clusters Score -3140377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3122030.500000 Penalty: 5050.473633
	Iteration 0F: 3 clusters Score -3122030 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3128385.250000 Penalty: 5050.473633
	Iteration 1F: 3 clusters Score -3128385 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3128806.000000 Penalty: 5050.473633
	Iteration 2Q: 3 clusters Score -3128806 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3129170.000000 Penalty: 5050.473633
	Iteration 3Q: 3 clusters Score -3129170 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3129567.750000 Penalty: 5050.473633
	Iteration 4Q: 3 clusters Score -3129568 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3130003.500000 Penalty: 5050.473633
	Iteration 5Q: 3 clusters Score -3130004 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3130584.750000 Penalty: 5050.473633
	Iteration 6Q: 3 clusters Score -3130585 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3131391.000000 Penalty: 5050.473633
	Iteration 7F: 3 clusters Score -3131391 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3132441.250000 Penalty: 5050.473633
	Iteration 8F: 3 clusters Score -3132441 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3133846.250000 Penalty: 5050.473633
	Iteration 9F: 3 clusters Score -3133846 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -3135191.750000 Penalty: 5050.473633
	Iteration 10F: 3 clusters Score -3135192 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3136212.750000 Penalty: 5050.473633
	Iteration 11Q: 3 clusters Score -3136213 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3136944.500000 Penalty: 5050.473633
	Iteration 12Q: 3 clusters Score -3136944 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3137417.250000 Penalty: 5050.473633
	Iteration 13Q: 3 clusters Score -3137417 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3137644.000000 Penalty: 5050.473633
	Iteration 14Q: 3 clusters Score -3137644 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3137794.500000 Penalty: 5050.473633
	Iteration 15Q: 3 clusters Score -3137794 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3137880.000000 Penalty: 5050.473633
	Iteration 16Q: 3 clusters Score -3137880 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3137959.750000 Penalty: 5050.473633
	Iteration 17Q: 3 clusters Score -3137960 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3138011.750000 Penalty: 5050.473633
	Iteration 18Q: 3 clusters Score -3138012 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -3138041.500000 Penalty: 5050.473633
	Iteration 19Q: 3 clusters Score -3138042 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3138084.250000 Penalty: 5050.473633
	Iteration 20F: 3 clusters Score -3138084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3138099.000000 Penalty: 5050.473633
	Iteration 21Q: 3 clusters Score -3138099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3138123.500000 Penalty: 5050.473633
	Iteration 22Q: 3 clusters Score -3138124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3138135.500000 Penalty: 5050.473633
	Iteration 23Q: 3 clusters Score -3138136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3138144.500000 Penalty: 5050.473633
	Iteration 24Q: 3 clusters Score -3138144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3138155.750000 Penalty: 5050.473633
	Iteration 25Q: 3 clusters Score -3138156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3138168.500000 Penalty: 5050.473633
	Iteration 26Q: 3 clusters Score -3138168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3138176.500000 Penalty: 5050.473633
	Iteration 27Q: 3 clusters Score -3138176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -3138185.500000 Penalty: 5050.473633
	Iteration 28Q: 3 clusters Score -3138186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3138196.250000 Penalty: 5050.473633
	Iteration 29Q: 3 clusters Score -3138196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3138195.250000 Penalty: 5050.473633
	Iteration 30Q: 3 clusters Score -3138195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3138205.750000 Penalty: 5050.473633
	Iteration 31Q: 3 clusters Score -3138206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3138213.000000 Penalty: 5050.473633
	Iteration 32Q: 3 clusters Score -3138213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3138207.500000 Penalty: 5050.473633
	Iteration 33Q: 3 clusters Score -3138208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3138212.000000 Penalty: 5050.473633
	Iteration 34Q: 3 clusters Score -3138212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3138212.750000 Penalty: 5050.473633
	Iteration 35Q: 3 clusters Score -3138213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3138218.500000 Penalty: 5050.473633
	Iteration 36Q: 3 clusters Score -3138218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3138220.000000 Penalty: 5050.473633
	Iteration 37Q: 3 clusters Score -3138220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3138220.000000 Penalty: 5050.473633
	Iteration 38F: 3 clusters Score -3138220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Entering Unmasked Estep 
Score: -2250869.750000 Penalty: 2444.178223
	Iteration 0F: 2 clusters Score -2250870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2237353.000000 Penalty: 4888.356445
	Iteration 0F: 3 clusters Score -2237353 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2242000.000000 Penalty: 4888.356445
	Iteration 1F: 3 clusters Score -2242000 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2242482.000000 Penalty: 4888.356445
	Iteration 2F: 3 clusters Score -2242482 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2242952.500000 Penalty: 4888.356445
	Iteration 3F: 3 clusters Score -2242952 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2243360.500000 Penalty: 4888.356445
	Iteration 4Q: 3 clusters Score -2243360 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2243716.500000 Penalty: 4888.356445
	Iteration 5Q: 3 clusters Score -2243716 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2244130.000000 Penalty: 4888.356445
	Iteration 6Q: 3 clusters Score -2244130 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2244579.000000 Penalty: 4888.356445
	Iteration 7Q: 3 clusters Score -2244579 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2245099.750000 Penalty: 4888.356445
	Iteration 8Q: 3 clusters Score -2245100 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2245637.750000 Penalty: 4888.356445
	Iteration 9Q: 3 clusters Score -2245638 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2246138.250000 Penalty: 4888.356445
	Iteration 10Q: 3 clusters Score -2246138 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2246562.750000 Penalty: 4888.356445
	Iteration 11Q: 3 clusters Score -2246563 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2246859.000000 Penalty: 4888.356445
	Iteration 12Q: 3 clusters Score -2246859 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2247082.750000 Penalty: 4888.356445
	Iteration 13Q: 3 clusters Score -2247083 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2247238.750000 Penalty: 4888.356445
	Iteration 14Q: 3 clusters Score -2247239 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2247345.250000 Penalty: 4888.356445
	Iteration 15Q: 3 clusters Score -2247345 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2247397.500000 Penalty: 4888.356445
	Iteration 16Q: 3 clusters Score -2247398 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2247452.500000 Penalty: 4888.356445
	Iteration 17Q: 3 clusters Score -2247452 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2247474.000000 Penalty: 4888.356445
	Iteration 18Q: 3 clusters Score -2247474 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2247493.500000 Penalty: 4888.356445
	Iteration 19Q: 3 clusters Score -2247494 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2247507.000000 Penalty: 4888.356445
	Iteration 20F: 3 clusters Score -2247507 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2247523.500000 Penalty: 4888.356445
	Iteration 21Q: 3 clusters Score -2247524 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2247533.000000 Penalty: 4888.356445
	Iteration 22Q: 3 clusters Score -2247533 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2247539.250000 Penalty: 4888.356445
	Iteration 23Q: 3 clusters Score -2247539 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2247549.750000 Penalty: 4888.356445
	Iteration 24Q: 3 clusters Score -2247550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2247563.000000 Penalty: 4888.356445
	Iteration 25Q: 3 clusters Score -2247563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2247564.250000 Penalty: 4888.356445
	Iteration 26Q: 3 clusters Score -2247564 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2247575.250000 Penalty: 4888.356445
	Iteration 27Q: 3 clusters Score -2247575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2247593.250000 Penalty: 4888.356445
	Iteration 28Q: 3 clusters Score -2247593 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2247598.000000 Penalty: 4888.356445
	Iteration 29Q: 3 clusters Score -2247598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2247610.500000 Penalty: 4888.356445
	Iteration 30Q: 3 clusters Score -2247610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2247616.500000 Penalty: 4888.356445
	Iteration 31Q: 3 clusters Score -2247616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2247620.250000 Penalty: 4888.356445
	Iteration 32Q: 3 clusters Score -2247620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2247621.750000 Penalty: 4888.356445
	Iteration 33Q: 3 clusters Score -2247622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2247625.250000 Penalty: 4888.356445
	Iteration 34Q: 3 clusters Score -2247625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2247631.750000 Penalty: 4888.356445
	Iteration 35Q: 3 clusters Score -2247632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2247635.750000 Penalty: 4888.356445
	Iteration 36Q: 3 clusters Score -2247636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2247639.750000 Penalty: 4888.356445
	Iteration 37Q: 3 clusters Score -2247640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2247634.500000 Penalty: 4888.356445
	Iteration 38Q: 3 clusters Score -2247634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2247635.750000 Penalty: 4888.356445
	Iteration 39Q: 3 clusters Score -2247636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2247640.250000 Penalty: 4888.356445
	Iteration 40F: 3 clusters Score -2247640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2247642.500000 Penalty: 4888.356445
	Iteration 41Q: 3 clusters Score -2247642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2247643.500000 Penalty: 4888.356445
	Iteration 42Q: 3 clusters Score -2247644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2247646.250000 Penalty: 4888.356445
	Iteration 43Q: 3 clusters Score -2247646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2247646.750000 Penalty: 4888.356445
	Iteration 44Q: 3 clusters Score -2247647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2247651.500000 Penalty: 4888.356445
	Iteration 45Q: 3 clusters Score -2247652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2247655.250000 Penalty: 4888.356445
	Iteration 46Q: 3 clusters Score -2247655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2247659.250000 Penalty: 4888.356445
	Iteration 47Q: 3 clusters Score -2247659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2247662.500000 Penalty: 4888.356445
	Iteration 48Q: 3 clusters Score -2247662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2247659.500000 Penalty: 4888.356445
	Iteration 49Q: 3 clusters Score -2247660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2247667.250000 Penalty: 4888.356445
	Iteration 50Q: 3 clusters Score -2247667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2247663.750000 Penalty: 4888.356445
	Iteration 51Q: 3 clusters Score -2247664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2247674.750000 Penalty: 4888.356445
	Iteration 52Q: 3 clusters Score -2247675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2247692.250000 Penalty: 4888.356445
	Iteration 53Q: 3 clusters Score -2247692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2247688.250000 Penalty: 4888.356445
	Iteration 54Q: 3 clusters Score -2247688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2247696.500000 Penalty: 4888.356445
	Iteration 55Q: 3 clusters Score -2247696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2247695.250000 Penalty: 4888.356445
	Iteration 56Q: 3 clusters Score -2247695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2247700.250000 Penalty: 4888.356445
	Iteration 57Q: 3 clusters Score -2247700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2247708.250000 Penalty: 4888.356445
	Iteration 58Q: 3 clusters Score -2247708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2247711.000000 Penalty: 4888.356445
	Iteration 59Q: 3 clusters Score -2247711 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2247717.250000 Penalty: 4888.356445
	Iteration 60F: 3 clusters Score -2247717 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2247720.500000 Penalty: 4888.356445
	Iteration 61Q: 3 clusters Score -2247720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2247729.750000 Penalty: 4888.356445
	Iteration 62Q: 3 clusters Score -2247730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2247741.750000 Penalty: 4888.356445
	Iteration 63Q: 3 clusters Score -2247742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2247753.250000 Penalty: 4888.356445
	Iteration 64Q: 3 clusters Score -2247753 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2247766.250000 Penalty: 4888.356445
	Iteration 65Q: 3 clusters Score -2247766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2247771.500000 Penalty: 4888.356445
	Iteration 66Q: 3 clusters Score -2247772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2247784.750000 Penalty: 4888.356445
	Iteration 67Q: 3 clusters Score -2247785 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2247789.750000 Penalty: 4888.356445
	Iteration 68Q: 3 clusters Score -2247790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2247796.000000 Penalty: 4888.356445
	Iteration 69Q: 3 clusters Score -2247796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2247807.250000 Penalty: 4888.356445
	Iteration 70Q: 3 clusters Score -2247807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2247817.000000 Penalty: 4888.356445
	Iteration 71Q: 3 clusters Score -2247817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2247825.500000 Penalty: 4888.356445
	Iteration 72Q: 3 clusters Score -2247826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2247837.500000 Penalty: 4888.356445
	Iteration 73Q: 3 clusters Score -2247838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2247847.250000 Penalty: 4888.356445
	Iteration 74Q: 3 clusters Score -2247847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2247857.500000 Penalty: 4888.356445
	Iteration 75Q: 3 clusters Score -2247858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2247875.000000 Penalty: 4888.356445
	Iteration 76Q: 3 clusters Score -2247875 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2247880.000000 Penalty: 4888.356445
	Iteration 77Q: 3 clusters Score -2247880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2247890.500000 Penalty: 4888.356445
	Iteration 78Q: 3 clusters Score -2247890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2247909.250000 Penalty: 4888.356445
	Iteration 79Q: 3 clusters Score -2247909 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2247912.750000 Penalty: 4888.356445
	Iteration 80F: 3 clusters Score -2247913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2247924.500000 Penalty: 4888.356445
	Iteration 81Q: 3 clusters Score -2247924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2247928.750000 Penalty: 4888.356445
	Iteration 82Q: 3 clusters Score -2247929 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2247942.000000 Penalty: 4888.356445
	Iteration 83Q: 3 clusters Score -2247942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2247949.750000 Penalty: 4888.356445
	Iteration 84Q: 3 clusters Score -2247950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2247953.250000 Penalty: 4888.356445
	Iteration 85Q: 3 clusters Score -2247953 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2247963.750000 Penalty: 4888.356445
	Iteration 86Q: 3 clusters Score -2247964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2247968.000000 Penalty: 4888.356445
	Iteration 87Q: 3 clusters Score -2247968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2247982.250000 Penalty: 4888.356445
	Iteration 88Q: 3 clusters Score -2247982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2247995.500000 Penalty: 4888.356445
	Iteration 89Q: 3 clusters Score -2247996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2248004.250000 Penalty: 4888.356445
	Iteration 90Q: 3 clusters Score -2248004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2248015.000000 Penalty: 4888.356445
	Iteration 91Q: 3 clusters Score -2248015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2248022.500000 Penalty: 4888.356445
	Iteration 92Q: 3 clusters Score -2248022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2248032.750000 Penalty: 4888.356445
	Iteration 93Q: 3 clusters Score -2248033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2248036.250000 Penalty: 4888.356445
	Iteration 94Q: 3 clusters Score -2248036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2248038.500000 Penalty: 4888.356445
	Iteration 95Q: 3 clusters Score -2248038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2248047.250000 Penalty: 4888.356445
	Iteration 96Q: 3 clusters Score -2248047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2248054.750000 Penalty: 4888.356445
	Iteration 97Q: 3 clusters Score -2248055 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2248071.000000 Penalty: 4888.356445
	Iteration 98Q: 3 clusters Score -2248071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2248078.500000 Penalty: 4888.356445
	Iteration 99Q: 3 clusters Score -2248078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2248085.250000 Penalty: 4888.356445
	Iteration 100F: 3 clusters Score -2248085 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2248095.750000 Penalty: 4888.356445
	Iteration 101Q: 3 clusters Score -2248096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2248103.500000 Penalty: 4888.356445
	Iteration 102Q: 3 clusters Score -2248104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2248111.500000 Penalty: 4888.356445
	Iteration 103Q: 3 clusters Score -2248112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2248127.000000 Penalty: 4888.356445
	Iteration 104Q: 3 clusters Score -2248127 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2248144.250000 Penalty: 4888.356445
	Iteration 105Q: 3 clusters Score -2248144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2248149.500000 Penalty: 4888.356445
	Iteration 106Q: 3 clusters Score -2248150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2248161.500000 Penalty: 4888.356445
	Iteration 107Q: 3 clusters Score -2248162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2248170.750000 Penalty: 4888.356445
	Iteration 108Q: 3 clusters Score -2248171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2248177.500000 Penalty: 4888.356445
	Iteration 109Q: 3 clusters Score -2248178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2248207.250000 Penalty: 4888.356445
	Iteration 110Q: 3 clusters Score -2248207 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2248214.500000 Penalty: 4888.356445
	Iteration 111Q: 3 clusters Score -2248214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2248229.250000 Penalty: 4888.356445
	Iteration 112Q: 3 clusters Score -2248229 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2248245.250000 Penalty: 4888.356445
	Iteration 113Q: 3 clusters Score -2248245 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2248259.750000 Penalty: 4888.356445
	Iteration 114Q: 3 clusters Score -2248260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2248272.250000 Penalty: 4888.356445
	Iteration 115Q: 3 clusters Score -2248272 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2248286.250000 Penalty: 4888.356445
	Iteration 116Q: 3 clusters Score -2248286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2248301.750000 Penalty: 4888.356445
	Iteration 117Q: 3 clusters Score -2248302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2248315.750000 Penalty: 4888.356445
	Iteration 118Q: 3 clusters Score -2248316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2248329.000000 Penalty: 4888.356445
	Iteration 119Q: 3 clusters Score -2248329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2248335.500000 Penalty: 4888.356445
	Iteration 120F: 3 clusters Score -2248336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2248344.250000 Penalty: 4888.356445
	Iteration 121Q: 3 clusters Score -2248344 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2248357.750000 Penalty: 4888.356445
	Iteration 122Q: 3 clusters Score -2248358 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2248376.750000 Penalty: 4888.356445
	Iteration 123Q: 3 clusters Score -2248377 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2248399.500000 Penalty: 4888.356445
	Iteration 124Q: 3 clusters Score -2248400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2248413.500000 Penalty: 4888.356445
	Iteration 125Q: 3 clusters Score -2248414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2248422.000000 Penalty: 4888.356445
	Iteration 126Q: 3 clusters Score -2248422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2248437.250000 Penalty: 4888.356445
	Iteration 127Q: 3 clusters Score -2248437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2248451.000000 Penalty: 4888.356445
	Iteration 128Q: 3 clusters Score -2248451 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2248473.500000 Penalty: 4888.356445
	Iteration 129Q: 3 clusters Score -2248474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2248483.750000 Penalty: 4888.356445
	Iteration 130Q: 3 clusters Score -2248484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2248494.000000 Penalty: 4888.356445
	Iteration 131Q: 3 clusters Score -2248494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2248508.750000 Penalty: 4888.356445
	Iteration 132Q: 3 clusters Score -2248509 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2248520.250000 Penalty: 4888.356445
	Iteration 133Q: 3 clusters Score -2248520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2248535.750000 Penalty: 4888.356445
	Iteration 134Q: 3 clusters Score -2248536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2248558.000000 Penalty: 4888.356445
	Iteration 135Q: 3 clusters Score -2248558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2248570.500000 Penalty: 4888.356445
	Iteration 136Q: 3 clusters Score -2248570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2248579.250000 Penalty: 4888.356445
	Iteration 137Q: 3 clusters Score -2248579 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2248592.750000 Penalty: 4888.356445
	Iteration 138Q: 3 clusters Score -2248593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2248605.750000 Penalty: 4888.356445
	Iteration 139Q: 3 clusters Score -2248606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2248617.000000 Penalty: 4888.356445
	Iteration 140F: 3 clusters Score -2248617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2248634.750000 Penalty: 4888.356445
	Iteration 141Q: 3 clusters Score -2248635 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2248649.250000 Penalty: 4888.356445
	Iteration 142Q: 3 clusters Score -2248649 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2248668.000000 Penalty: 4888.356445
	Iteration 143Q: 3 clusters Score -2248668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2248689.250000 Penalty: 4888.356445
	Iteration 144Q: 3 clusters Score -2248689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2248702.250000 Penalty: 4888.356445
	Iteration 145Q: 3 clusters Score -2248702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2248714.000000 Penalty: 4888.356445
	Iteration 146Q: 3 clusters Score -2248714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2248731.000000 Penalty: 4888.356445
	Iteration 147Q: 3 clusters Score -2248731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2248750.500000 Penalty: 4888.356445
	Iteration 148Q: 3 clusters Score -2248750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2248759.750000 Penalty: 4888.356445
	Iteration 149Q: 3 clusters Score -2248760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2248763.000000 Penalty: 4888.356445
	Iteration 150Q: 3 clusters Score -2248763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2248768.250000 Penalty: 4888.356445
	Iteration 151Q: 3 clusters Score -2248768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2248782.500000 Penalty: 4888.356445
	Iteration 152Q: 3 clusters Score -2248782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2248794.750000 Penalty: 4888.356445
	Iteration 153Q: 3 clusters Score -2248795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2248804.500000 Penalty: 4888.356445
	Iteration 154Q: 3 clusters Score -2248804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2248815.250000 Penalty: 4888.356445
	Iteration 155Q: 3 clusters Score -2248815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2248819.750000 Penalty: 4888.356445
	Iteration 156Q: 3 clusters Score -2248820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2248818.750000 Penalty: 4888.356445
	Iteration 157Q: 3 clusters Score -2248819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2248827.250000 Penalty: 4888.356445
	Iteration 158Q: 3 clusters Score -2248827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2248829.500000 Penalty: 4888.356445
	Iteration 159Q: 3 clusters Score -2248830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2248834.750000 Penalty: 4888.356445
	Iteration 160F: 3 clusters Score -2248835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2248835.500000 Penalty: 4888.356445
	Iteration 161Q: 3 clusters Score -2248836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2248832.000000 Penalty: 4888.356445
	Iteration 162Q: 3 clusters Score -2248832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2248837.000000 Penalty: 4888.356445
	Iteration 163Q: 3 clusters Score -2248837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2248836.000000 Penalty: 4888.356445
	Iteration 164Q: 3 clusters Score -2248836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2248840.250000 Penalty: 4888.356445
	Iteration 165Q: 3 clusters Score -2248840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2248838.500000 Penalty: 4888.356445
	Iteration 166Q: 3 clusters Score -2248838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2248845.750000 Penalty: 4888.356445
	Iteration 167Q: 3 clusters Score -2248846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2248849.500000 Penalty: 4888.356445
	Iteration 168Q: 3 clusters Score -2248850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2248850.750000 Penalty: 4888.356445
	Iteration 169Q: 3 clusters Score -2248851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2248858.000000 Penalty: 4888.356445
	Iteration 170Q: 3 clusters Score -2248858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2248855.750000 Penalty: 4888.356445
	Iteration 171Q: 3 clusters Score -2248856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2248861.000000 Penalty: 4888.356445
	Iteration 172Q: 3 clusters Score -2248861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2248860.500000 Penalty: 4888.356445
	Iteration 173Q: 3 clusters Score -2248860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2248861.250000 Penalty: 4888.356445
	Iteration 174Q: 3 clusters Score -2248861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2248861.250000 Penalty: 4888.356445
	Iteration 175Q: 3 clusters Score -2248861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2248864.000000 Penalty: 4888.356445
	Iteration 176Q: 3 clusters Score -2248864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2248866.750000 Penalty: 4888.356445
	Iteration 177Q: 3 clusters Score -2248867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2248868.500000 Penalty: 4888.356445
	Iteration 178Q: 3 clusters Score -2248868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2248872.750000 Penalty: 4888.356445
	Iteration 179Q: 3 clusters Score -2248873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2248881.500000 Penalty: 4888.356445
	Iteration 180F: 3 clusters Score -2248882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2248885.500000 Penalty: 4888.356445
	Iteration 181Q: 3 clusters Score -2248886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2248892.500000 Penalty: 4888.356445
	Iteration 182Q: 3 clusters Score -2248892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2248897.500000 Penalty: 4888.356445
	Iteration 183Q: 3 clusters Score -2248898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2248901.250000 Penalty: 4888.356445
	Iteration 184Q: 3 clusters Score -2248901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2248900.250000 Penalty: 4888.356445
	Iteration 185Q: 3 clusters Score -2248900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2248901.750000 Penalty: 4888.356445
	Iteration 186Q: 3 clusters Score -2248902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2248903.750000 Penalty: 4888.356445
	Iteration 187Q: 3 clusters Score -2248904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2248904.250000 Penalty: 4888.356445
	Iteration 188Q: 3 clusters Score -2248904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2248904.250000 Penalty: 4888.356445
	Iteration 189F: 3 clusters Score -2248904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Entering Unmasked Estep 
Score: -2986897.500000 Penalty: 2516.033447
	Iteration 0F: 2 clusters Score -2986898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2969342.000000 Penalty: 5032.066895
	Iteration 0F: 3 clusters Score -2969342 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2975381.750000 Penalty: 5032.066895
	Iteration 1F: 3 clusters Score -2975382 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2975916.000000 Penalty: 5032.066895
	Iteration 2Q: 3 clusters Score -2975916 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2976501.750000 Penalty: 5032.066895
	Iteration 3Q: 3 clusters Score -2976502 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2977044.250000 Penalty: 5032.066895
	Iteration 4Q: 3 clusters Score -2977044 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2977661.750000 Penalty: 5032.066895
	Iteration 5Q: 3 clusters Score -2977662 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2978339.750000 Penalty: 5032.066895
	Iteration 6Q: 3 clusters Score -2978340 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2979071.250000 Penalty: 5032.066895
	Iteration 7F: 3 clusters Score -2979071 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2979952.000000 Penalty: 5032.066895
	Iteration 8F: 3 clusters Score -2979952 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2980958.500000 Penalty: 5032.066895
	Iteration 9F: 3 clusters Score -2980958 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2981949.250000 Penalty: 5032.066895
	Iteration 10F: 3 clusters Score -2981949 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2982683.500000 Penalty: 5032.066895
	Iteration 11Q: 3 clusters Score -2982684 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2983060.250000 Penalty: 5032.066895
	Iteration 12Q: 3 clusters Score -2983060 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2983295.500000 Penalty: 5032.066895
	Iteration 13Q: 3 clusters Score -2983296 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2983401.500000 Penalty: 5032.066895
	Iteration 14Q: 3 clusters Score -2983402 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2983494.000000 Penalty: 5032.066895
	Iteration 15Q: 3 clusters Score -2983494 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2983557.750000 Penalty: 5032.066895
	Iteration 16Q: 3 clusters Score -2983558 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2983615.000000 Penalty: 5032.066895
	Iteration 17Q: 3 clusters Score -2983615 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2983668.000000 Penalty: 5032.066895
	Iteration 18Q: 3 clusters Score -2983668 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2983726.000000 Penalty: 5032.066895
	Iteration 19Q: 3 clusters Score -2983726 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2983761.750000 Penalty: 5032.066895
	Iteration 20F: 3 clusters Score -2983762 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2983795.000000 Penalty: 5032.066895
	Iteration 21Q: 3 clusters Score -2983795 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2983833.000000 Penalty: 5032.066895
	Iteration 22Q: 3 clusters Score -2983833 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2983869.000000 Penalty: 5032.066895
	Iteration 23Q: 3 clusters Score -2983869 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2983915.750000 Penalty: 5032.066895
	Iteration 24Q: 3 clusters Score -2983916 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2983974.000000 Penalty: 5032.066895
	Iteration 25Q: 3 clusters Score -2983974 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2984019.500000 Penalty: 5032.066895
	Iteration 26Q: 3 clusters Score -2984020 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2984058.000000 Penalty: 5032.066895
	Iteration 27Q: 3 clusters Score -2984058 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2984130.000000 Penalty: 5032.066895
	Iteration 28Q: 3 clusters Score -2984130 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2984170.250000 Penalty: 5032.066895
	Iteration 29Q: 3 clusters Score -2984170 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2984226.500000 Penalty: 5032.066895
	Iteration 30Q: 3 clusters Score -2984226 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2984291.250000 Penalty: 5032.066895
	Iteration 31Q: 3 clusters Score -2984291 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2984341.250000 Penalty: 5032.066895
	Iteration 32Q: 3 clusters Score -2984341 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2984395.500000 Penalty: 5032.066895
	Iteration 33Q: 3 clusters Score -2984396 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2984445.250000 Penalty: 5032.066895
	Iteration 34Q: 3 clusters Score -2984445 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2984501.750000 Penalty: 5032.066895
	Iteration 35Q: 3 clusters Score -2984502 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2984561.750000 Penalty: 5032.066895
	Iteration 36Q: 3 clusters Score -2984562 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2984612.250000 Penalty: 5032.066895
	Iteration 37Q: 3 clusters Score -2984612 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2984668.000000 Penalty: 5032.066895
	Iteration 38Q: 3 clusters Score -2984668 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2984732.000000 Penalty: 5032.066895
	Iteration 39Q: 3 clusters Score -2984732 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -2984786.500000 Penalty: 5032.066895
	Iteration 40F: 3 clusters Score -2984786 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2984829.000000 Penalty: 5032.066895
	Iteration 41Q: 3 clusters Score -2984829 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2984884.750000 Penalty: 5032.066895
	Iteration 42Q: 3 clusters Score -2984885 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2984917.250000 Penalty: 5032.066895
	Iteration 43Q: 3 clusters Score -2984917 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2984964.000000 Penalty: 5032.066895
	Iteration 44Q: 3 clusters Score -2984964 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2985007.500000 Penalty: 5032.066895
	Iteration 45Q: 3 clusters Score -2985008 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2985039.750000 Penalty: 5032.066895
	Iteration 46Q: 3 clusters Score -2985040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2985073.500000 Penalty: 5032.066895
	Iteration 47Q: 3 clusters Score -2985074 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2985127.000000 Penalty: 5032.066895
	Iteration 48Q: 3 clusters Score -2985127 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2985166.250000 Penalty: 5032.066895
	Iteration 49Q: 3 clusters Score -2985166 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -2985198.750000 Penalty: 5032.066895
	Iteration 50Q: 3 clusters Score -2985199 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -2985228.250000 Penalty: 5032.066895
	Iteration 51Q: 3 clusters Score -2985228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -2985253.750000 Penalty: 5032.066895
	Iteration 52Q: 3 clusters Score -2985254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -2985271.750000 Penalty: 5032.066895
	Iteration 53Q: 3 clusters Score -2985272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -2985292.000000 Penalty: 5032.066895
	Iteration 54Q: 3 clusters Score -2985292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -2985311.250000 Penalty: 5032.066895
	Iteration 55Q: 3 clusters Score -2985311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -2985326.500000 Penalty: 5032.066895
	Iteration 56Q: 3 clusters Score -2985326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2985342.250000 Penalty: 5032.066895
	Iteration 57Q: 3 clusters Score -2985342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2985350.750000 Penalty: 5032.066895
	Iteration 58Q: 3 clusters Score -2985351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2985366.750000 Penalty: 5032.066895
	Iteration 59Q: 3 clusters Score -2985367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -2985375.500000 Penalty: 5032.066895
	Iteration 60F: 3 clusters Score -2985376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2985381.500000 Penalty: 5032.066895
	Iteration 61Q: 3 clusters Score -2985382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2985387.500000 Penalty: 5032.066895
	Iteration 62Q: 3 clusters Score -2985388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -2985389.500000 Penalty: 5032.066895
	Iteration 63Q: 3 clusters Score -2985390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2985400.000000 Penalty: 5032.066895
	Iteration 64Q: 3 clusters Score -2985400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -2985399.000000 Penalty: 5032.066895
	Iteration 65Q: 3 clusters Score -2985399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -2985406.000000 Penalty: 5032.066895
	Iteration 66Q: 3 clusters Score -2985406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2985408.500000 Penalty: 5032.066895
	Iteration 67Q: 3 clusters Score -2985408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2985407.500000 Penalty: 5032.066895
	Iteration 68Q: 3 clusters Score -2985408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -2985408.750000 Penalty: 5032.066895
	Iteration 69Q: 3 clusters Score -2985409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2985420.250000 Penalty: 5032.066895
	Iteration 70Q: 3 clusters Score -2985420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2985426.250000 Penalty: 5032.066895
	Iteration 71Q: 3 clusters Score -2985426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -2985421.750000 Penalty: 5032.066895
	Iteration 72Q: 3 clusters Score -2985422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -2985420.250000 Penalty: 5032.066895
	Iteration 73Q: 3 clusters Score -2985420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2985423.500000 Penalty: 5032.066895
	Iteration 74Q: 3 clusters Score -2985424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -2985423.500000 Penalty: 5032.066895
	Iteration 75Q: 3 clusters Score -2985424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -2985426.000000 Penalty: 5032.066895
	Iteration 76Q: 3 clusters Score -2985426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -2985425.750000 Penalty: 5032.066895
	Iteration 77Q: 3 clusters Score -2985426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -2985423.250000 Penalty: 5032.066895
	Iteration 78Q: 3 clusters Score -2985423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -2985430.000000 Penalty: 5032.066895
	Iteration 79Q: 3 clusters Score -2985430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -2985429.500000 Penalty: 5032.066895
	Iteration 80F: 3 clusters Score -2985430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -2985431.500000 Penalty: 5032.066895
	Iteration 81Q: 3 clusters Score -2985432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -2985434.250000 Penalty: 5032.066895
	Iteration 82Q: 3 clusters Score -2985434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -2985435.000000 Penalty: 5032.066895
	Iteration 83Q: 3 clusters Score -2985435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -2985434.000000 Penalty: 5032.066895
	Iteration 84Q: 3 clusters Score -2985434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -2985434.000000 Penalty: 5032.066895
	Iteration 85F: 3 clusters Score -2985434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Entering Unmasked Estep 
Score: -2324781.500000 Penalty: 2451.572754
	Iteration 0F: 2 clusters Score -2324782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2310860.750000 Penalty: 4903.145508
	Iteration 0F: 3 clusters Score -2310861 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2315425.000000 Penalty: 4903.145508
	Iteration 1F: 3 clusters Score -2315425 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2315775.000000 Penalty: 4903.145508
	Iteration 2F: 3 clusters Score -2315775 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2316065.750000 Penalty: 4903.145508
	Iteration 3Q: 3 clusters Score -2316066 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2316335.750000 Penalty: 4903.145508
	Iteration 4Q: 3 clusters Score -2316336 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2316592.750000 Penalty: 4903.145508
	Iteration 5Q: 3 clusters Score -2316593 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2316924.250000 Penalty: 4903.145508
	Iteration 6Q: 3 clusters Score -2316924 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2317256.000000 Penalty: 4903.145508
	Iteration 7Q: 3 clusters Score -2317256 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2317637.750000 Penalty: 4903.145508
	Iteration 8Q: 3 clusters Score -2317638 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2318074.500000 Penalty: 4903.145508
	Iteration 9Q: 3 clusters Score -2318074 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2318581.000000 Penalty: 4903.145508
	Iteration 10Q: 3 clusters Score -2318581 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2319196.500000 Penalty: 4903.145508
	Iteration 11Q: 3 clusters Score -2319196 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2319867.750000 Penalty: 4903.145508
	Iteration 12F: 3 clusters Score -2319868 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2320495.750000 Penalty: 4903.145508
	Iteration 13F: 3 clusters Score -2320496 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2320975.750000 Penalty: 4903.145508
	Iteration 14Q: 3 clusters Score -2320976 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2321240.500000 Penalty: 4903.145508
	Iteration 15Q: 3 clusters Score -2321240 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2321375.500000 Penalty: 4903.145508
	Iteration 16Q: 3 clusters Score -2321376 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2321479.000000 Penalty: 4903.145508
	Iteration 17Q: 3 clusters Score -2321479 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2321550.500000 Penalty: 4903.145508
	Iteration 18Q: 3 clusters Score -2321550 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2321621.500000 Penalty: 4903.145508
	Iteration 19Q: 3 clusters Score -2321622 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2321681.750000 Penalty: 4903.145508
	Iteration 20F: 3 clusters Score -2321682 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2321733.250000 Penalty: 4903.145508
	Iteration 21Q: 3 clusters Score -2321733 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2321768.750000 Penalty: 4903.145508
	Iteration 22Q: 3 clusters Score -2321769 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2321805.500000 Penalty: 4903.145508
	Iteration 23Q: 3 clusters Score -2321806 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2321829.000000 Penalty: 4903.145508
	Iteration 24Q: 3 clusters Score -2321829 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2321861.750000 Penalty: 4903.145508
	Iteration 25Q: 3 clusters Score -2321862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2321899.250000 Penalty: 4903.145508
	Iteration 26Q: 3 clusters Score -2321899 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2321925.750000 Penalty: 4903.145508
	Iteration 27Q: 3 clusters Score -2321926 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2321940.250000 Penalty: 4903.145508
	Iteration 28Q: 3 clusters Score -2321940 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2321954.000000 Penalty: 4903.145508
	Iteration 29Q: 3 clusters Score -2321954 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2321982.250000 Penalty: 4903.145508
	Iteration 30Q: 3 clusters Score -2321982 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2322001.000000 Penalty: 4903.145508
	Iteration 31Q: 3 clusters Score -2322001 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2322014.500000 Penalty: 4903.145508
	Iteration 32Q: 3 clusters Score -2322014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2322025.250000 Penalty: 4903.145508
	Iteration 33Q: 3 clusters Score -2322025 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2322033.750000 Penalty: 4903.145508
	Iteration 34Q: 3 clusters Score -2322034 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2322046.750000 Penalty: 4903.145508
	Iteration 35Q: 3 clusters Score -2322047 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2322058.250000 Penalty: 4903.145508
	Iteration 36Q: 3 clusters Score -2322058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2322069.750000 Penalty: 4903.145508
	Iteration 37Q: 3 clusters Score -2322070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2322095.750000 Penalty: 4903.145508
	Iteration 38Q: 3 clusters Score -2322096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2322107.250000 Penalty: 4903.145508
	Iteration 39Q: 3 clusters Score -2322107 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2322121.000000 Penalty: 4903.145508
	Iteration 40F: 3 clusters Score -2322121 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2322140.750000 Penalty: 4903.145508
	Iteration 41Q: 3 clusters Score -2322141 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2322160.750000 Penalty: 4903.145508
	Iteration 42Q: 3 clusters Score -2322161 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2322184.250000 Penalty: 4903.145508
	Iteration 43Q: 3 clusters Score -2322184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2322200.750000 Penalty: 4903.145508
	Iteration 44Q: 3 clusters Score -2322201 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2322225.500000 Penalty: 4903.145508
	Iteration 45Q: 3 clusters Score -2322226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2322237.250000 Penalty: 4903.145508
	Iteration 46Q: 3 clusters Score -2322237 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2322260.500000 Penalty: 4903.145508
	Iteration 47Q: 3 clusters Score -2322260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2322278.000000 Penalty: 4903.145508
	Iteration 48Q: 3 clusters Score -2322278 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2322298.750000 Penalty: 4903.145508
	Iteration 49Q: 3 clusters Score -2322299 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2322317.750000 Penalty: 4903.145508
	Iteration 50Q: 3 clusters Score -2322318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2322333.500000 Penalty: 4903.145508
	Iteration 51Q: 3 clusters Score -2322334 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2322344.000000 Penalty: 4903.145508
	Iteration 52Q: 3 clusters Score -2322344 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2322366.500000 Penalty: 4903.145508
	Iteration 53Q: 3 clusters Score -2322366 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2322373.750000 Penalty: 4903.145508
	Iteration 54Q: 3 clusters Score -2322374 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2322405.250000 Penalty: 4903.145508
	Iteration 55Q: 3 clusters Score -2322405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2322425.500000 Penalty: 4903.145508
	Iteration 56Q: 3 clusters Score -2322426 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2322446.500000 Penalty: 4903.145508
	Iteration 57Q: 3 clusters Score -2322446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2322460.000000 Penalty: 4903.145508
	Iteration 58Q: 3 clusters Score -2322460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2322469.250000 Penalty: 4903.145508
	Iteration 59Q: 3 clusters Score -2322469 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2322492.250000 Penalty: 4903.145508
	Iteration 60F: 3 clusters Score -2322492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2322497.000000 Penalty: 4903.145508
	Iteration 61Q: 3 clusters Score -2322497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2322509.500000 Penalty: 4903.145508
	Iteration 62Q: 3 clusters Score -2322510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2322521.000000 Penalty: 4903.145508
	Iteration 63Q: 3 clusters Score -2322521 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2322528.750000 Penalty: 4903.145508
	Iteration 64Q: 3 clusters Score -2322529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2322551.000000 Penalty: 4903.145508
	Iteration 65Q: 3 clusters Score -2322551 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2322560.750000 Penalty: 4903.145508
	Iteration 66Q: 3 clusters Score -2322561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2322563.750000 Penalty: 4903.145508
	Iteration 67Q: 3 clusters Score -2322564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2322568.500000 Penalty: 4903.145508
	Iteration 68Q: 3 clusters Score -2322568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2322584.000000 Penalty: 4903.145508
	Iteration 69Q: 3 clusters Score -2322584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2322586.250000 Penalty: 4903.145508
	Iteration 70Q: 3 clusters Score -2322586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2322586.500000 Penalty: 4903.145508
	Iteration 71Q: 3 clusters Score -2322586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2322595.500000 Penalty: 4903.145508
	Iteration 72Q: 3 clusters Score -2322596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2322595.250000 Penalty: 4903.145508
	Iteration 73Q: 3 clusters Score -2322595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2322594.750000 Penalty: 4903.145508
	Iteration 74Q: 3 clusters Score -2322595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2322606.000000 Penalty: 4903.145508
	Iteration 75Q: 3 clusters Score -2322606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2322606.750000 Penalty: 4903.145508
	Iteration 76Q: 3 clusters Score -2322607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2322610.000000 Penalty: 4903.145508
	Iteration 77Q: 3 clusters Score -2322610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2322610.500000 Penalty: 4903.145508
	Iteration 78Q: 3 clusters Score -2322610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2322622.750000 Penalty: 4903.145508
	Iteration 79Q: 3 clusters Score -2322623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2322624.750000 Penalty: 4903.145508
	Iteration 80F: 3 clusters Score -2322625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2322624.250000 Penalty: 4903.145508
	Iteration 81Q: 3 clusters Score -2322624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2322625.000000 Penalty: 4903.145508
	Iteration 82Q: 3 clusters Score -2322625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2322623.750000 Penalty: 4903.145508
	Iteration 83Q: 3 clusters Score -2322624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2322623.500000 Penalty: 4903.145508
	Iteration 84Q: 3 clusters Score -2322624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2322631.000000 Penalty: 4903.145508
	Iteration 85Q: 3 clusters Score -2322631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2322637.500000 Penalty: 4903.145508
	Iteration 86Q: 3 clusters Score -2322638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2322635.750000 Penalty: 4903.145508
	Iteration 87Q: 3 clusters Score -2322636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2322638.250000 Penalty: 4903.145508
	Iteration 88Q: 3 clusters Score -2322638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2322639.500000 Penalty: 4903.145508
	Iteration 89Q: 3 clusters Score -2322640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2322634.500000 Penalty: 4903.145508
	Iteration 90Q: 3 clusters Score -2322634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2322637.750000 Penalty: 4903.145508
	Iteration 91Q: 3 clusters Score -2322638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2322633.750000 Penalty: 4903.145508
	Iteration 92Q: 3 clusters Score -2322634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2322633.000000 Penalty: 4903.145508
	Iteration 93Q: 3 clusters Score -2322633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2322633.000000 Penalty: 4903.145508
	Iteration 94Q: 3 clusters Score -2322633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2322632.500000 Penalty: 4903.145508
	Iteration 95Q: 3 clusters Score -2322632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2322635.750000 Penalty: 4903.145508
	Iteration 96Q: 3 clusters Score -2322636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2322632.500000 Penalty: 4903.145508
	Iteration 97Q: 3 clusters Score -2322632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2322632.500000 Penalty: 4903.145508
	Iteration 98F: 3 clusters Score -2322632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (272118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272118 members 
Entering Unmasked Estep 
Score: -31500936.000000 Penalty: 3103.469971
	Iteration 0F: 2 clusters Score -3.150094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135499 members 
Mstep: Class 2 contains 136619 members 
Entering Unmasked Estep 
Score: -31330402.000000 Penalty: 6206.939941
	Iteration 0F: 3 clusters Score -3.13304e+07 nChanged 131708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125099 members 
Mstep: Class 2 contains 147019 members 
Entering Unmasked Estep 
Score: -31409310.000000 Penalty: 6206.939941
	Iteration 1F: 3 clusters Score -3.140931e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118082 members 
Mstep: Class 2 contains 154036 members 
Entering Unmasked Estep 
Score: -31411788.000000 Penalty: 6206.939941
	Iteration 2Q: 3 clusters Score -3.141179e+07 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107033 members 
Mstep: Class 2 contains 165085 members 
Entering Unmasked Estep 
Score: -31416570.000000 Penalty: 6206.939941
	Iteration 3Q: 3 clusters Score -3.141657e+07 nChanged 16993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 181788 members 
Entering Unmasked Estep 
Score: -31425580.000000 Penalty: 6206.939941
	Iteration 4F: 3 clusters Score -3.142558e+07 nChanged 23180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 204898 members 
Entering Unmasked Estep 
Score: -31440914.000000 Penalty: 6206.939941
	Iteration 5F: 3 clusters Score -3.144091e+07 nChanged 26305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 231187 members 
Entering Unmasked Estep 
Score: -31461258.000000 Penalty: 6206.939941
	Iteration 6F: 3 clusters Score -3.146126e+07 nChanged 21616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 252797 members 
Entering Unmasked Estep 
Score: -31479546.000000 Penalty: 6206.939941
	Iteration 7F: 3 clusters Score -3.147955e+07 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 264827 members 
Entering Unmasked Estep 
Score: -31490704.000000 Penalty: 6206.939941
	Iteration 8Q: 3 clusters Score -3.14907e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 269405 members 
Entering Unmasked Estep 
Score: -31495442.000000 Penalty: 6206.939941
	Iteration 9Q: 3 clusters Score -3.149544e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 270796 members 
Entering Unmasked Estep 
Score: -31497030.000000 Penalty: 6206.939941
	Iteration 10Q: 3 clusters Score -3.149703e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 271216 members 
Entering Unmasked Estep 
Score: -31497708.000000 Penalty: 6206.939941
	Iteration 11Q: 3 clusters Score -3.149771e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 271368 members 
Entering Unmasked Estep 
Score: -31497972.000000 Penalty: 6206.939941
	Iteration 12Q: 3 clusters Score -3.149797e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 271416 members 
Entering Unmasked Estep 
Score: -31498120.000000 Penalty: 6206.939941
	Iteration 13Q: 3 clusters Score -3.149812e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 271435 members 
Entering Unmasked Estep 
Score: -31498216.000000 Penalty: 6206.939941
	Iteration 14Q: 3 clusters Score -3.149822e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 271463 members 
Entering Unmasked Estep 
Score: -31498320.000000 Penalty: 6206.939941
	Iteration 15Q: 3 clusters Score -3.149832e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 271476 members 
Entering Unmasked Estep 
Score: -31498364.000000 Penalty: 6206.939941
	Iteration 16Q: 3 clusters Score -3.149836e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 271492 members 
Entering Unmasked Estep 
Score: -31498410.000000 Penalty: 6206.939941
	Iteration 17Q: 3 clusters Score -3.149841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 271500 members 
Entering Unmasked Estep 
Score: -31498462.000000 Penalty: 6206.939941
	Iteration 18Q: 3 clusters Score -3.149846e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 271498 members 
Entering Unmasked Estep 
Score: -31498476.000000 Penalty: 6206.939941
	Iteration 19Q: 3 clusters Score -3.149848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 271496 members 
Entering Unmasked Estep 
Score: -31498492.000000 Penalty: 6206.939941
	Iteration 20F: 3 clusters Score -3.149849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 271507 members 
Entering Unmasked Estep 
Score: -31498498.000000 Penalty: 6206.939941
	Iteration 21Q: 3 clusters Score -3.14985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 271511 members 
Entering Unmasked Estep 
Score: -31498506.000000 Penalty: 6206.939941
	Iteration 22Q: 3 clusters Score -3.149851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 271509 members 
Entering Unmasked Estep 
Score: -31498508.000000 Penalty: 6206.939941
	Iteration 23Q: 3 clusters Score -3.149851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 271508 members 
Entering Unmasked Estep 
Score: -31498504.000000 Penalty: 6206.939941
	Iteration 24Q: 3 clusters Score -3.14985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 271509 members 
Entering Unmasked Estep 
Score: -31498528.000000 Penalty: 6206.939941
	Iteration 25Q: 3 clusters Score -3.149853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 271510 members 
Entering Unmasked Estep 
Score: -31498544.000000 Penalty: 6206.939941
	Iteration 26Q: 3 clusters Score -3.149854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 271512 members 
Entering Unmasked Estep 
Score: -31498536.000000 Penalty: 6206.939941
	Iteration 27Q: 3 clusters Score -3.149854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 271512 members 
Entering Unmasked Estep 
Score: -31498532.000000 Penalty: 6206.939941
	Iteration 28Q: 3 clusters Score -3.149853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 271512 members 
Entering Unmasked Estep 
Score: -31498532.000000 Penalty: 6206.939941
	Iteration 29F: 3 clusters Score -3.149853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Entering Unmasked Estep 
Score: -12202315.000000 Penalty: 2864.631592
	Iteration 0F: 2 clusters Score -1.220232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -12132625.000000 Penalty: 5729.263184
	Iteration 0F: 3 clusters Score -1.213262e+07 nChanged 49226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -12161081.000000 Penalty: 5729.263184
	Iteration 1F: 3 clusters Score -1.216108e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -12162515.000000 Penalty: 5729.263184
	Iteration 2Q: 3 clusters Score -1.216252e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -12165175.000000 Penalty: 5729.263184
	Iteration 3Q: 3 clusters Score -1.216518e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -12169623.000000 Penalty: 5729.263184
	Iteration 4F: 3 clusters Score -1.216962e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -12176231.000000 Penalty: 5729.263184
	Iteration 5F: 3 clusters Score -1.217623e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -12183975.000000 Penalty: 5729.263184
	Iteration 6F: 3 clusters Score -1.218398e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90098 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -12191124.000000 Penalty: 5729.263184
	Iteration 7F: 3 clusters Score -1.219112e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -12195963.000000 Penalty: 5729.263184
	Iteration 8Q: 3 clusters Score -1.219596e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -12198226.000000 Penalty: 5729.263184
	Iteration 9Q: 3 clusters Score -1.219823e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96743 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -12199056.000000 Penalty: 5729.263184
	Iteration 10Q: 3 clusters Score -1.219906e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97300 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -12199375.000000 Penalty: 5729.263184
	Iteration 11Q: 3 clusters Score -1.219938e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97750 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -12199552.000000 Penalty: 5729.263184
	Iteration 12Q: 3 clusters Score -1.219955e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98105 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -12199672.000000 Penalty: 5729.263184
	Iteration 13Q: 3 clusters Score -1.219967e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98390 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -12199736.000000 Penalty: 5729.263184
	Iteration 14Q: 3 clusters Score -1.219974e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98635 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -12199809.000000 Penalty: 5729.263184
	Iteration 15Q: 3 clusters Score -1.219981e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -12199865.000000 Penalty: 5729.263184
	Iteration 16Q: 3 clusters Score -1.219986e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -12199921.000000 Penalty: 5729.263184
	Iteration 17Q: 3 clusters Score -1.219992e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99295 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -12199953.000000 Penalty: 5729.263184
	Iteration 18Q: 3 clusters Score -1.219995e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99491 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -12199977.000000 Penalty: 5729.263184
	Iteration 19Q: 3 clusters Score -1.219998e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99658 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -12200004.000000 Penalty: 5729.263184
	Iteration 20F: 3 clusters Score -1.22e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -12200009.000000 Penalty: 5729.263184
	Iteration 21Q: 3 clusters Score -1.220001e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -12200034.000000 Penalty: 5729.263184
	Iteration 22Q: 3 clusters Score -1.220003e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -12200065.000000 Penalty: 5729.263184
	Iteration 23Q: 3 clusters Score -1.220006e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -12200066.000000 Penalty: 5729.263184
	Iteration 24Q: 3 clusters Score -1.220007e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -12200080.000000 Penalty: 5729.263184
	Iteration 25Q: 3 clusters Score -1.220008e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100372 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -12200066.000000 Penalty: 5729.263184
	Iteration 26Q: 3 clusters Score -1.220007e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100467 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -12200104.000000 Penalty: 5729.263184
	Iteration 27Q: 3 clusters Score -1.22001e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100574 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -12200117.000000 Penalty: 5729.263184
	Iteration 28Q: 3 clusters Score -1.220012e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100658 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -12200160.000000 Penalty: 5729.263184
	Iteration 29Q: 3 clusters Score -1.220016e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -12200142.000000 Penalty: 5729.263184
	Iteration 30Q: 3 clusters Score -1.220014e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -12200155.000000 Penalty: 5729.263184
	Iteration 31Q: 3 clusters Score -1.220016e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -12200174.000000 Penalty: 5729.263184
	Iteration 32Q: 3 clusters Score -1.220017e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100932 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -12200174.000000 Penalty: 5729.263184
	Iteration 33Q: 3 clusters Score -1.220017e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -12200182.000000 Penalty: 5729.263184
	Iteration 34Q: 3 clusters Score -1.220018e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -12200186.000000 Penalty: 5729.263184
	Iteration 35Q: 3 clusters Score -1.220019e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101054 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -12200181.000000 Penalty: 5729.263184
	Iteration 36Q: 3 clusters Score -1.220018e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -12200183.000000 Penalty: 5729.263184
	Iteration 37Q: 3 clusters Score -1.220018e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -12200210.000000 Penalty: 5729.263184
	Iteration 38Q: 3 clusters Score -1.220021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101128 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -12200205.000000 Penalty: 5729.263184
	Iteration 39Q: 3 clusters Score -1.22002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101153 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -12200209.000000 Penalty: 5729.263184
	Iteration 40F: 3 clusters Score -1.220021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101172 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -12200211.000000 Penalty: 5729.263184
	Iteration 41Q: 3 clusters Score -1.220021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -12200228.000000 Penalty: 5729.263184
	Iteration 42Q: 3 clusters Score -1.220023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -12200235.000000 Penalty: 5729.263184
	Iteration 43Q: 3 clusters Score -1.220024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -12200231.000000 Penalty: 5729.263184
	Iteration 44Q: 3 clusters Score -1.220023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101231 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -12200224.000000 Penalty: 5729.263184
	Iteration 45Q: 3 clusters Score -1.220022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -12200236.000000 Penalty: 5729.263184
	Iteration 46Q: 3 clusters Score -1.220024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101245 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -12200234.000000 Penalty: 5729.263184
	Iteration 47Q: 3 clusters Score -1.220023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101252 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -12200238.000000 Penalty: 5729.263184
	Iteration 48Q: 3 clusters Score -1.220024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -12200235.000000 Penalty: 5729.263184
	Iteration 49Q: 3 clusters Score -1.220024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -12200240.000000 Penalty: 5729.263184
	Iteration 50Q: 3 clusters Score -1.220024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -12200231.000000 Penalty: 5729.263184
	Iteration 51Q: 3 clusters Score -1.220023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101284 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -12200238.000000 Penalty: 5729.263184
	Iteration 52Q: 3 clusters Score -1.220024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -12200243.000000 Penalty: 5729.263184
	Iteration 53Q: 3 clusters Score -1.220024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -12200245.000000 Penalty: 5729.263184
	Iteration 54Q: 3 clusters Score -1.220024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -12200241.000000 Penalty: 5729.263184
	Iteration 55Q: 3 clusters Score -1.220024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101353 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -12200245.000000 Penalty: 5729.263184
	Iteration 56Q: 3 clusters Score -1.220024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101372 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -12200250.000000 Penalty: 5729.263184
	Iteration 57Q: 3 clusters Score -1.220025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101387 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -12200245.000000 Penalty: 5729.263184
	Iteration 58Q: 3 clusters Score -1.220024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101402 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -12200244.000000 Penalty: 5729.263184
	Iteration 59Q: 3 clusters Score -1.220024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101415 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -12200246.000000 Penalty: 5729.263184
	Iteration 60F: 3 clusters Score -1.220025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101425 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -12200261.000000 Penalty: 5729.263184
	Iteration 61Q: 3 clusters Score -1.220026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101436 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -12200275.000000 Penalty: 5729.263184
	Iteration 62Q: 3 clusters Score -1.220028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101446 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -12200261.000000 Penalty: 5729.263184
	Iteration 63Q: 3 clusters Score -1.220026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -12200270.000000 Penalty: 5729.263184
	Iteration 64Q: 3 clusters Score -1.220027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101473 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -12200263.000000 Penalty: 5729.263184
	Iteration 65Q: 3 clusters Score -1.220026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -12200257.000000 Penalty: 5729.263184
	Iteration 66Q: 3 clusters Score -1.220026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -12200268.000000 Penalty: 5729.263184
	Iteration 67Q: 3 clusters Score -1.220027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101527 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -12200280.000000 Penalty: 5729.263184
	Iteration 68Q: 3 clusters Score -1.220028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101542 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -12200275.000000 Penalty: 5729.263184
	Iteration 69Q: 3 clusters Score -1.220028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101559 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -12200289.000000 Penalty: 5729.263184
	Iteration 70Q: 3 clusters Score -1.220029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101569 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -12200297.000000 Penalty: 5729.263184
	Iteration 71Q: 3 clusters Score -1.22003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -12200298.000000 Penalty: 5729.263184
	Iteration 72Q: 3 clusters Score -1.22003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101594 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -12200302.000000 Penalty: 5729.263184
	Iteration 73Q: 3 clusters Score -1.22003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -12200321.000000 Penalty: 5729.263184
	Iteration 74Q: 3 clusters Score -1.220032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101613 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -12200338.000000 Penalty: 5729.263184
	Iteration 75Q: 3 clusters Score -1.220034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101629 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -12200332.000000 Penalty: 5729.263184
	Iteration 76Q: 3 clusters Score -1.220033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101640 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -12200331.000000 Penalty: 5729.263184
	Iteration 77Q: 3 clusters Score -1.220033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101649 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -12200319.000000 Penalty: 5729.263184
	Iteration 78Q: 3 clusters Score -1.220032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101653 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -12200328.000000 Penalty: 5729.263184
	Iteration 79Q: 3 clusters Score -1.220033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101657 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -12200323.000000 Penalty: 5729.263184
	Iteration 80F: 3 clusters Score -1.220032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -12200315.000000 Penalty: 5729.263184
	Iteration 81Q: 3 clusters Score -1.220032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -12200321.000000 Penalty: 5729.263184
	Iteration 82Q: 3 clusters Score -1.220032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101670 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -12200329.000000 Penalty: 5729.263184
	Iteration 83Q: 3 clusters Score -1.220033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101673 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -12200315.000000 Penalty: 5729.263184
	Iteration 84Q: 3 clusters Score -1.220032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101673 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -12200318.000000 Penalty: 5729.263184
	Iteration 85Q: 3 clusters Score -1.220032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -12200324.000000 Penalty: 5729.263184
	Iteration 86Q: 3 clusters Score -1.220032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101676 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -12200327.000000 Penalty: 5729.263184
	Iteration 87Q: 3 clusters Score -1.220033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101677 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -12200327.000000 Penalty: 5729.263184
	Iteration 88Q: 3 clusters Score -1.220033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101678 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -12200333.000000 Penalty: 5729.263184
	Iteration 89Q: 3 clusters Score -1.220033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101678 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -12200333.000000 Penalty: 5729.263184
	Iteration 90F: 3 clusters Score -1.220033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27842 members 
Mstep: Class 6 contains 37486 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 102027 members 
Mstep: Class 10 contains 26434 members 
Mstep: Class 13 contains 19064 members 
Mstep: Class 14 contains 25471 members 
Mstep: Class 15 contains 19641 members 
Mstep: Class 17 contains 272118 members 
Mstep: Class 19 contains 103874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646312.000000 Penalty: 39842.535156
Iteration 79Q: 13 clusters Score -7.464631e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27841 members 
Mstep: Class 6 contains 37488 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 102607 members 
Mstep: Class 10 contains 26447 members 
Mstep: Class 13 contains 19042 members 
Mstep: Class 14 contains 25464 members 
Mstep: Class 15 contains 19654 members 
Mstep: Class 17 contains 272166 members 
Mstep: Class 19 contains 103237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646416.000000 Penalty: 39842.535156
Iteration 80F: 13 clusters Score -7.464642e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27848 members 
Mstep: Class 6 contains 37482 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 103226 members 
Mstep: Class 10 contains 26454 members 
Mstep: Class 13 contains 19020 members 
Mstep: Class 14 contains 25463 members 
Mstep: Class 15 contains 19662 members 
Mstep: Class 17 contains 272221 members 
Mstep: Class 19 contains 102554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646656.000000 Penalty: 39842.535156
Iteration 81Q: 13 clusters Score -7.464666e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27850 members 
Mstep: Class 6 contains 37490 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 103890 members 
Mstep: Class 10 contains 26462 members 
Mstep: Class 13 contains 19008 members 
Mstep: Class 14 contains 25465 members 
Mstep: Class 15 contains 19672 members 
Mstep: Class 17 contains 272263 members 
Mstep: Class 19 contains 101810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646856.000000 Penalty: 39842.535156
Iteration 82Q: 13 clusters Score -7.464686e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27848 members 
Mstep: Class 6 contains 37502 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 104595 members 
Mstep: Class 10 contains 26488 members 
Mstep: Class 13 contains 19013 members 
Mstep: Class 14 contains 25461 members 
Mstep: Class 15 contains 19679 members 
Mstep: Class 17 contains 272336 members 
Mstep: Class 19 contains 100972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646944.000000 Penalty: 39842.535156
Iteration 83Q: 13 clusters Score -7.464694e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27845 members 
Mstep: Class 6 contains 37507 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 105352 members 
Mstep: Class 10 contains 26517 members 
Mstep: Class 13 contains 19014 members 
Mstep: Class 14 contains 25451 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 17 contains 272460 members 
Mstep: Class 19 contains 100048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647336.000000 Penalty: 39842.535156
Iteration 84Q: 13 clusters Score -7.464734e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27843 members 
Mstep: Class 6 contains 37517 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 106193 members 
Mstep: Class 10 contains 26539 members 
Mstep: Class 13 contains 19017 members 
Mstep: Class 14 contains 25433 members 
Mstep: Class 15 contains 19696 members 
Mstep: Class 17 contains 272576 members 
Mstep: Class 19 contains 99072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647680.000000 Penalty: 39842.535156
Iteration 85Q: 13 clusters Score -7.464768e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27842 members 
Mstep: Class 6 contains 37538 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 107109 members 
Mstep: Class 10 contains 26553 members 
Mstep: Class 13 contains 19007 members 
Mstep: Class 14 contains 25411 members 
Mstep: Class 15 contains 19710 members 
Mstep: Class 17 contains 272702 members 
Mstep: Class 19 contains 98010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648160.000000 Penalty: 39842.535156
Iteration 86Q: 13 clusters Score -7.464816e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27842 members 
Mstep: Class 6 contains 37551 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 108087 members 
Mstep: Class 10 contains 26546 members 
Mstep: Class 13 contains 18969 members 
Mstep: Class 14 contains 25383 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 17 contains 272844 members 
Mstep: Class 19 contains 96929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648720.000000 Penalty: 39842.535156
Iteration 87Q: 13 clusters Score -7.464872e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27836 members 
Mstep: Class 6 contains 37563 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 109073 members 
Mstep: Class 10 contains 26550 members 
Mstep: Class 13 contains 18936 members 
Mstep: Class 14 contains 25358 members 
Mstep: Class 15 contains 19731 members 
Mstep: Class 17 contains 273039 members 
Mstep: Class 19 contains 95777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74649064.000000 Penalty: 39842.535156
Iteration 88Q: 13 clusters Score -7.464906e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27834 members 
Mstep: Class 6 contains 37565 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 110139 members 
Mstep: Class 10 contains 26549 members 
Mstep: Class 13 contains 18891 members 
Mstep: Class 14 contains 25314 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 17 contains 273207 members 
Mstep: Class 19 contains 94635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74649608.000000 Penalty: 39842.535156
Iteration 89Q: 13 clusters Score -7.464961e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27834 members 
Mstep: Class 6 contains 37569 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 111261 members 
Mstep: Class 10 contains 26573 members 
Mstep: Class 13 contains 18863 members 
Mstep: Class 14 contains 25277 members 
Mstep: Class 15 contains 19716 members 
Mstep: Class 17 contains 273311 members 
Mstep: Class 19 contains 93437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74650136.000000 Penalty: 39842.535156
Iteration 90Q: 13 clusters Score -7.465014e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27832 members 
Mstep: Class 6 contains 37587 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 112434 members 
Mstep: Class 10 contains 26597 members 
Mstep: Class 13 contains 18828 members 
Mstep: Class 14 contains 25236 members 
Mstep: Class 15 contains 19712 members 
Mstep: Class 17 contains 273393 members 
Mstep: Class 19 contains 92213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74650480.000000 Penalty: 39842.535156
Iteration 91Q: 13 clusters Score -7.465048e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 5 contains 27833 members 
Mstep: Class 6 contains 37603 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 113713 members 
Mstep: Class 10 contains 26603 members 
Mstep: Class 13 contains 18785 members 
Mstep: Class 14 contains 25183 members 
Mstep: Class 15 contains 19708 members 
Mstep: Class 17 contains 273397 members 
Mstep: Class 19 contains 91004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74650904.000000 Penalty: 39842.535156
Iteration 92Q: 13 clusters Score -7.46509e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27827 members 
Mstep: Class 6 contains 37610 members 
Mstep: Class 7 contains 1405 members 
Mstep: Class 8 contains 114945 members 
Mstep: Class 10 contains 26601 members 
Mstep: Class 13 contains 18740 members 
Mstep: Class 14 contains 25140 members 
Mstep: Class 15 contains 19698 members 
Mstep: Class 17 contains 273460 members 
Mstep: Class 19 contains 89808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651176.000000 Penalty: 39842.535156
Iteration 93Q: 13 clusters Score -7.465118e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27828 members 
Mstep: Class 6 contains 37604 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 116237 members 
Mstep: Class 10 contains 26600 members 
Mstep: Class 13 contains 18688 members 
Mstep: Class 14 contains 25102 members 
Mstep: Class 15 contains 19701 members 
Mstep: Class 17 contains 273453 members 
Mstep: Class 19 contains 88624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651240.000000 Penalty: 39842.535156
Iteration 94Q: 13 clusters Score -7.465124e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27830 members 
Mstep: Class 6 contains 37590 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 117619 members 
Mstep: Class 10 contains 26613 members 
Mstep: Class 13 contains 18640 members 
Mstep: Class 14 contains 25076 members 
Mstep: Class 15 contains 19699 members 
Mstep: Class 17 contains 273328 members 
Mstep: Class 19 contains 87458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651280.000000 Penalty: 39842.535156
Iteration 95Q: 13 clusters Score -7.465128e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27833 members 
Mstep: Class 6 contains 37585 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 8 contains 119075 members 
Mstep: Class 10 contains 26596 members 
Mstep: Class 13 contains 18593 members 
Mstep: Class 14 contains 25052 members 
Mstep: Class 15 contains 19691 members 
Mstep: Class 17 contains 273074 members 
Mstep: Class 19 contains 86362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651584.000000 Penalty: 39842.535156
Iteration 96Q: 13 clusters Score -7.465158e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27831 members 
Mstep: Class 6 contains 37588 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 8 contains 120619 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 13 contains 18533 members 
Mstep: Class 14 contains 25010 members 
Mstep: Class 15 contains 19682 members 
Mstep: Class 17 contains 272667 members 
Mstep: Class 19 contains 85359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651824.000000 Penalty: 39842.535156
Iteration 97Q: 13 clusters Score -7.465182e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27833 members 
Mstep: Class 6 contains 37594 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 122135 members 
Mstep: Class 10 contains 26574 members 
Mstep: Class 13 contains 18470 members 
Mstep: Class 14 contains 24971 members 
Mstep: Class 15 contains 19679 members 
Mstep: Class 17 contains 272244 members 
Mstep: Class 19 contains 84392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652056.000000 Penalty: 39842.535156
Iteration 98Q: 13 clusters Score -7.465206e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27839 members 
Mstep: Class 6 contains 37590 members 
Mstep: Class 7 contains 1398 members 
Mstep: Class 8 contains 123652 members 
Mstep: Class 10 contains 26571 members 
Mstep: Class 13 contains 18412 members 
Mstep: Class 14 contains 24936 members 
Mstep: Class 15 contains 19674 members 
Mstep: Class 17 contains 271766 members 
Mstep: Class 19 contains 83463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652096.000000 Penalty: 39842.535156
Iteration 99Q: 13 clusters Score -7.46521e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27840 members 
Mstep: Class 6 contains 37571 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 125216 members 
Mstep: Class 10 contains 26557 members 
Mstep: Class 13 contains 18355 members 
Mstep: Class 14 contains 24891 members 
Mstep: Class 15 contains 19667 members 
Mstep: Class 17 contains 271262 members 
Mstep: Class 19 contains 82550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652288.000000 Penalty: 39842.535156
Iteration 100F: 13 clusters Score -7.465229e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27841 members 
Mstep: Class 6 contains 37562 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 126826 members 
Mstep: Class 10 contains 26543 members 
Mstep: Class 13 contains 18289 members 
Mstep: Class 14 contains 24829 members 
Mstep: Class 15 contains 19649 members 
Mstep: Class 17 contains 270681 members 
Mstep: Class 19 contains 81707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652088.000000 Penalty: 39842.535156
Iteration 101Q: 13 clusters Score -7.465209e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27840 members 
Mstep: Class 6 contains 37545 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 128489 members 
Mstep: Class 10 contains 26525 members 
Mstep: Class 13 contains 18227 members 
Mstep: Class 14 contains 24775 members 
Mstep: Class 15 contains 19634 members 
Mstep: Class 17 contains 269999 members 
Mstep: Class 19 contains 80910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652008.000000 Penalty: 39842.535156
Iteration 102Q: 13 clusters Score -7.465201e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27838 members 
Mstep: Class 6 contains 37547 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 130172 members 
Mstep: Class 10 contains 26507 members 
Mstep: Class 13 contains 18154 members 
Mstep: Class 14 contains 24717 members 
Mstep: Class 15 contains 19624 members 
Mstep: Class 17 contains 269287 members 
Mstep: Class 19 contains 80121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652536.000000 Penalty: 39842.535156
Iteration 103Q: 13 clusters Score -7.465254e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27841 members 
Mstep: Class 6 contains 37539 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 131914 members 
Mstep: Class 10 contains 26509 members 
Mstep: Class 13 contains 18072 members 
Mstep: Class 14 contains 24651 members 
Mstep: Class 15 contains 19605 members 
Mstep: Class 17 contains 268539 members 
Mstep: Class 19 contains 79317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652568.000000 Penalty: 39842.535156
Iteration 104Q: 13 clusters Score -7.465257e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27844 members 
Mstep: Class 6 contains 37523 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 133561 members 
Mstep: Class 10 contains 26506 members 
Mstep: Class 13 contains 17985 members 
Mstep: Class 14 contains 24585 members 
Mstep: Class 15 contains 19612 members 
Mstep: Class 17 contains 267829 members 
Mstep: Class 19 contains 78560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652792.000000 Penalty: 39842.535156
Iteration 105Q: 13 clusters Score -7.465279e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 628 members 
Mstep: Class 5 contains 27851 members 
Mstep: Class 6 contains 37515 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 135149 members 
Mstep: Class 10 contains 26516 members 
Mstep: Class 13 contains 17918 members 
Mstep: Class 14 contains 24516 members 
Mstep: Class 15 contains 19603 members 
Mstep: Class 17 contains 267105 members 
Mstep: Class 19 contains 77842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652744.000000 Penalty: 39842.535156
Iteration 106Q: 13 clusters Score -7.465274e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 629 members 
Mstep: Class 5 contains 27848 members 
Mstep: Class 6 contains 37497 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 136739 members 
Mstep: Class 10 contains 26526 members 
Mstep: Class 13 contains 17849 members 
Mstep: Class 14 contains 24450 members 
Mstep: Class 15 contains 19596 members 
Mstep: Class 17 contains 266385 members 
Mstep: Class 19 contains 77134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652888.000000 Penalty: 39842.535156
Iteration 107Q: 13 clusters Score -7.465289e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 5 contains 27848 members 
Mstep: Class 6 contains 37468 members 
Mstep: Class 7 contains 1398 members 
Mstep: Class 8 contains 138393 members 
Mstep: Class 10 contains 26525 members 
Mstep: Class 13 contains 17770 members 
Mstep: Class 14 contains 24385 members 
Mstep: Class 15 contains 19591 members 
Mstep: Class 17 contains 265611 members 
Mstep: Class 19 contains 76450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653144.000000 Penalty: 39842.535156
Iteration 108Q: 13 clusters Score -7.465314e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 5 contains 27848 members 
Mstep: Class 6 contains 37430 members 
Mstep: Class 7 contains 1398 members 
Mstep: Class 8 contains 140177 members 
Mstep: Class 10 contains 26533 members 
Mstep: Class 13 contains 17684 members 
Mstep: Class 14 contains 24312 members 
Mstep: Class 15 contains 19581 members 
Mstep: Class 17 contains 264733 members 
Mstep: Class 19 contains 75750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653392.000000 Penalty: 39842.535156
Iteration 109Q: 13 clusters Score -7.465339e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27848 members 
Mstep: Class 6 contains 37369 members 
Mstep: Class 7 contains 1402 members 
Mstep: Class 8 contains 141861 members 
Mstep: Class 10 contains 26523 members 
Mstep: Class 13 contains 17607 members 
Mstep: Class 14 contains 24236 members 
Mstep: Class 15 contains 19568 members 
Mstep: Class 17 contains 263912 members 
Mstep: Class 19 contains 75131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653552.000000 Penalty: 39842.535156
Iteration 110Q: 13 clusters Score -7.465355e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27851 members 
Mstep: Class 6 contains 37323 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 143532 members 
Mstep: Class 10 contains 26496 members 
Mstep: Class 13 contains 17540 members 
Mstep: Class 14 contains 24172 members 
Mstep: Class 15 contains 19541 members 
Mstep: Class 17 contains 263034 members 
Mstep: Class 19 contains 74573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653904.000000 Penalty: 39842.535156
Iteration 111Q: 13 clusters Score -7.46539e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27857 members 
Mstep: Class 6 contains 37286 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 145170 members 
Mstep: Class 10 contains 26475 members 
Mstep: Class 13 contains 17472 members 
Mstep: Class 14 contains 24109 members 
Mstep: Class 15 contains 19514 members 
Mstep: Class 17 contains 262168 members 
Mstep: Class 19 contains 74024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653896.000000 Penalty: 39842.535156
Iteration 112Q: 13 clusters Score -7.46539e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27863 members 
Mstep: Class 6 contains 37241 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 146849 members 
Mstep: Class 10 contains 26445 members 
Mstep: Class 13 contains 17386 members 
Mstep: Class 14 contains 24040 members 
Mstep: Class 15 contains 19490 members 
Mstep: Class 17 contains 261352 members 
Mstep: Class 19 contains 73444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654112.000000 Penalty: 39842.535156
Iteration 113Q: 13 clusters Score -7.465411e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27869 members 
Mstep: Class 6 contains 37208 members 
Mstep: Class 7 contains 1405 members 
Mstep: Class 8 contains 148480 members 
Mstep: Class 10 contains 26421 members 
Mstep: Class 13 contains 17309 members 
Mstep: Class 14 contains 23989 members 
Mstep: Class 15 contains 19458 members 
Mstep: Class 17 contains 260504 members 
Mstep: Class 19 contains 72913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654248.000000 Penalty: 39842.535156
Iteration 114Q: 13 clusters Score -7.465425e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27868 members 
Mstep: Class 6 contains 37172 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 150109 members 
Mstep: Class 10 contains 26375 members 
Mstep: Class 13 contains 17243 members 
Mstep: Class 14 contains 23945 members 
Mstep: Class 15 contains 19432 members 
Mstep: Class 17 contains 259688 members 
Mstep: Class 19 contains 72376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654424.000000 Penalty: 39842.535156
Iteration 115Q: 13 clusters Score -7.465442e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27867 members 
Mstep: Class 6 contains 37139 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 151706 members 
Mstep: Class 10 contains 26346 members 
Mstep: Class 13 contains 17190 members 
Mstep: Class 14 contains 23910 members 
Mstep: Class 15 contains 19411 members 
Mstep: Class 17 contains 258830 members 
Mstep: Class 19 contains 71863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654424.000000 Penalty: 39842.535156
Iteration 116Q: 13 clusters Score -7.465442e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27867 members 
Mstep: Class 6 contains 37126 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 153209 members 
Mstep: Class 10 contains 26317 members 
Mstep: Class 13 contains 17138 members 
Mstep: Class 14 contains 23877 members 
Mstep: Class 15 contains 19385 members 
Mstep: Class 17 contains 258028 members 
Mstep: Class 19 contains 71364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654664.000000 Penalty: 39842.535156
Iteration 117Q: 13 clusters Score -7.465466e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27872 members 
Mstep: Class 6 contains 37098 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 154659 members 
Mstep: Class 10 contains 26285 members 
Mstep: Class 13 contains 17073 members 
Mstep: Class 14 contains 23844 members 
Mstep: Class 15 contains 19341 members 
Mstep: Class 17 contains 257290 members 
Mstep: Class 19 contains 70911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654648.000000 Penalty: 39842.535156
Iteration 118Q: 13 clusters Score -7.465465e+07 nChanged 2520
Entering ConstructFrom: 
Score: -74654648.000000 Penalty: 39842.535156
Entering ConstructFrom: 
Trying to split cluster 1 (15621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Entering Unmasked Estep 
Score: -1848709.750000 Penalty: 2394.780029
	Iteration 0F: 2 clusters Score -1848710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1837438.500000 Penalty: 4789.560059
	Iteration 0F: 3 clusters Score -1837438 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1840882.750000 Penalty: 4789.560059
	Iteration 1F: 3 clusters Score -1840883 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1841288.375000 Penalty: 4789.560059
	Iteration 2F: 3 clusters Score -1841288 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1841670.625000 Penalty: 4789.560059
	Iteration 3F: 3 clusters Score -1841671 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1841992.000000 Penalty: 4789.560059
	Iteration 4Q: 3 clusters Score -1841992 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1842288.875000 Penalty: 4789.560059
	Iteration 5Q: 3 clusters Score -1842289 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1842548.375000 Penalty: 4789.560059
	Iteration 6Q: 3 clusters Score -1842548 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1842771.750000 Penalty: 4789.560059
	Iteration 7Q: 3 clusters Score -1842772 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1843008.625000 Penalty: 4789.560059
	Iteration 8Q: 3 clusters Score -1843009 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1843290.500000 Penalty: 4789.560059
	Iteration 9Q: 3 clusters Score -1843290 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1843662.250000 Penalty: 4789.560059
	Iteration 10Q: 3 clusters Score -1843662 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1844142.125000 Penalty: 4789.560059
	Iteration 11Q: 3 clusters Score -1844142 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1844628.125000 Penalty: 4789.560059
	Iteration 12Q: 3 clusters Score -1844628 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1845060.125000 Penalty: 4789.560059
	Iteration 13Q: 3 clusters Score -1845060 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1845359.750000 Penalty: 4789.560059
	Iteration 14Q: 3 clusters Score -1845360 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1845599.125000 Penalty: 4789.560059
	Iteration 15Q: 3 clusters Score -1845599 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1845769.000000 Penalty: 4789.560059
	Iteration 16Q: 3 clusters Score -1845769 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1845877.750000 Penalty: 4789.560059
	Iteration 17Q: 3 clusters Score -1845878 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1845959.625000 Penalty: 4789.560059
	Iteration 18Q: 3 clusters Score -1845960 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1846035.875000 Penalty: 4789.560059
	Iteration 19Q: 3 clusters Score -1846036 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1846098.750000 Penalty: 4789.560059
	Iteration 20F: 3 clusters Score -1846099 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1846131.875000 Penalty: 4789.560059
	Iteration 21Q: 3 clusters Score -1846132 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1846180.000000 Penalty: 4789.560059
	Iteration 22Q: 3 clusters Score -1846180 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1846219.500000 Penalty: 4789.560059
	Iteration 23Q: 3 clusters Score -1846220 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1846251.250000 Penalty: 4789.560059
	Iteration 24Q: 3 clusters Score -1846251 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1846283.875000 Penalty: 4789.560059
	Iteration 25Q: 3 clusters Score -1846284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1846317.000000 Penalty: 4789.560059
	Iteration 26Q: 3 clusters Score -1846317 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1846363.625000 Penalty: 4789.560059
	Iteration 27Q: 3 clusters Score -1846364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1846396.250000 Penalty: 4789.560059
	Iteration 28Q: 3 clusters Score -1846396 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1846418.500000 Penalty: 4789.560059
	Iteration 29Q: 3 clusters Score -1846418 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1846451.250000 Penalty: 4789.560059
	Iteration 30Q: 3 clusters Score -1846451 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1846488.875000 Penalty: 4789.560059
	Iteration 31Q: 3 clusters Score -1846489 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1846514.750000 Penalty: 4789.560059
	Iteration 32Q: 3 clusters Score -1846515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1846544.875000 Penalty: 4789.560059
	Iteration 33Q: 3 clusters Score -1846545 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1846566.250000 Penalty: 4789.560059
	Iteration 34Q: 3 clusters Score -1846566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1846607.500000 Penalty: 4789.560059
	Iteration 35Q: 3 clusters Score -1846608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1846635.875000 Penalty: 4789.560059
	Iteration 36Q: 3 clusters Score -1846636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1846672.875000 Penalty: 4789.560059
	Iteration 37Q: 3 clusters Score -1846673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1846697.750000 Penalty: 4789.560059
	Iteration 38Q: 3 clusters Score -1846698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1846725.125000 Penalty: 4789.560059
	Iteration 39Q: 3 clusters Score -1846725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1846751.375000 Penalty: 4789.560059
	Iteration 40F: 3 clusters Score -1846751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1846775.250000 Penalty: 4789.560059
	Iteration 41Q: 3 clusters Score -1846775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1846784.500000 Penalty: 4789.560059
	Iteration 42Q: 3 clusters Score -1846784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1846790.125000 Penalty: 4789.560059
	Iteration 43Q: 3 clusters Score -1846790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1846797.750000 Penalty: 4789.560059
	Iteration 44Q: 3 clusters Score -1846798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1846806.125000 Penalty: 4789.560059
	Iteration 45Q: 3 clusters Score -1846806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1846814.375000 Penalty: 4789.560059
	Iteration 46Q: 3 clusters Score -1846814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1846823.250000 Penalty: 4789.560059
	Iteration 47Q: 3 clusters Score -1846823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1846830.000000 Penalty: 4789.560059
	Iteration 48Q: 3 clusters Score -1846830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1846839.250000 Penalty: 4789.560059
	Iteration 49Q: 3 clusters Score -1846839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1846845.500000 Penalty: 4789.560059
	Iteration 50Q: 3 clusters Score -1846846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1846854.625000 Penalty: 4789.560059
	Iteration 51Q: 3 clusters Score -1846855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1846856.500000 Penalty: 4789.560059
	Iteration 52Q: 3 clusters Score -1846856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1846862.500000 Penalty: 4789.560059
	Iteration 53Q: 3 clusters Score -1846862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1846866.375000 Penalty: 4789.560059
	Iteration 54Q: 3 clusters Score -1846866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1846871.000000 Penalty: 4789.560059
	Iteration 55Q: 3 clusters Score -1846871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1846870.250000 Penalty: 4789.560059
	Iteration 56Q: 3 clusters Score -1846870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1846872.000000 Penalty: 4789.560059
	Iteration 57Q: 3 clusters Score -1846872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1846872.000000 Penalty: 4789.560059
	Iteration 58F: 3 clusters Score -1846872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -69452.054688 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -69452.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67792.234375 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -67792.23 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67986.226562 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -67986.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68041.328125 Penalty: 3198.649170
	Iteration 2Q: 3 clusters Score -68041.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68074.382812 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -68074.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68093.593750 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -68093.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68105.507812 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -68105.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68110.656250 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -68110.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68111.468750 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -68111.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68111.468750 Penalty: 3198.649170
	Iteration 8F: 3 clusters Score -68111.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Entering Unmasked Estep 
Score: -3233190.500000 Penalty: 2538.400391
	Iteration 0F: 2 clusters Score -3233190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3214013.500000 Penalty: 5076.800781
	Iteration 0F: 3 clusters Score -3214014 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3220861.250000 Penalty: 5076.800781
	Iteration 1F: 3 clusters Score -3220861 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -3221478.250000 Penalty: 5076.800781
	Iteration 2F: 3 clusters Score -3221478 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3222113.500000 Penalty: 5076.800781
	Iteration 3Q: 3 clusters Score -3222114 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3222674.750000 Penalty: 5076.800781
	Iteration 4Q: 3 clusters Score -3222675 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3223133.000000 Penalty: 5076.800781
	Iteration 5Q: 3 clusters Score -3223133 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3223473.500000 Penalty: 5076.800781
	Iteration 6Q: 3 clusters Score -3223474 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3223735.250000 Penalty: 5076.800781
	Iteration 7Q: 3 clusters Score -3223735 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3224002.750000 Penalty: 5076.800781
	Iteration 8Q: 3 clusters Score -3224003 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3224219.000000 Penalty: 5076.800781
	Iteration 9Q: 3 clusters Score -3224219 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3224429.750000 Penalty: 5076.800781
	Iteration 10Q: 3 clusters Score -3224430 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3224606.750000 Penalty: 5076.800781
	Iteration 11Q: 3 clusters Score -3224607 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3224785.000000 Penalty: 5076.800781
	Iteration 12Q: 3 clusters Score -3224785 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3224982.750000 Penalty: 5076.800781
	Iteration 13Q: 3 clusters Score -3224983 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3225169.750000 Penalty: 5076.800781
	Iteration 14Q: 3 clusters Score -3225170 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3225380.750000 Penalty: 5076.800781
	Iteration 15Q: 3 clusters Score -3225381 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3225590.750000 Penalty: 5076.800781
	Iteration 16Q: 3 clusters Score -3225591 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3225842.000000 Penalty: 5076.800781
	Iteration 17Q: 3 clusters Score -3225842 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3226098.000000 Penalty: 5076.800781
	Iteration 18Q: 3 clusters Score -3226098 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3226388.000000 Penalty: 5076.800781
	Iteration 19Q: 3 clusters Score -3226388 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3226670.750000 Penalty: 5076.800781
	Iteration 20F: 3 clusters Score -3226671 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3226940.500000 Penalty: 5076.800781
	Iteration 21Q: 3 clusters Score -3226940 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -3227192.750000 Penalty: 5076.800781
	Iteration 22Q: 3 clusters Score -3227193 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3227395.500000 Penalty: 5076.800781
	Iteration 23Q: 3 clusters Score -3227396 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -3227588.250000 Penalty: 5076.800781
	Iteration 24Q: 3 clusters Score -3227588 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3227780.500000 Penalty: 5076.800781
	Iteration 25Q: 3 clusters Score -3227780 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3227928.750000 Penalty: 5076.800781
	Iteration 26Q: 3 clusters Score -3227929 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3228060.500000 Penalty: 5076.800781
	Iteration 27Q: 3 clusters Score -3228060 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -3228134.250000 Penalty: 5076.800781
	Iteration 28Q: 3 clusters Score -3228134 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -3228217.750000 Penalty: 5076.800781
	Iteration 29Q: 3 clusters Score -3228218 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3228290.000000 Penalty: 5076.800781
	Iteration 30Q: 3 clusters Score -3228290 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3228386.250000 Penalty: 5076.800781
	Iteration 31Q: 3 clusters Score -3228386 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3228478.500000 Penalty: 5076.800781
	Iteration 32Q: 3 clusters Score -3228478 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3228575.250000 Penalty: 5076.800781
	Iteration 33Q: 3 clusters Score -3228575 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3228712.500000 Penalty: 5076.800781
	Iteration 34Q: 3 clusters Score -3228712 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -3228847.500000 Penalty: 5076.800781
	Iteration 35Q: 3 clusters Score -3228848 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3229023.250000 Penalty: 5076.800781
	Iteration 36Q: 3 clusters Score -3229023 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3229225.250000 Penalty: 5076.800781
	Iteration 37Q: 3 clusters Score -3229225 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3229461.250000 Penalty: 5076.800781
	Iteration 38Q: 3 clusters Score -3229461 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3229699.500000 Penalty: 5076.800781
	Iteration 39Q: 3 clusters Score -3229700 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3229888.500000 Penalty: 5076.800781
	Iteration 40F: 3 clusters Score -3229888 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3230100.500000 Penalty: 5076.800781
	Iteration 41Q: 3 clusters Score -3230100 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3230327.250000 Penalty: 5076.800781
	Iteration 42Q: 3 clusters Score -3230327 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3230513.500000 Penalty: 5076.800781
	Iteration 43Q: 3 clusters Score -3230514 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3230636.500000 Penalty: 5076.800781
	Iteration 44Q: 3 clusters Score -3230636 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -3230717.000000 Penalty: 5076.800781
	Iteration 45Q: 3 clusters Score -3230717 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3230783.500000 Penalty: 5076.800781
	Iteration 46Q: 3 clusters Score -3230784 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3230841.500000 Penalty: 5076.800781
	Iteration 47Q: 3 clusters Score -3230842 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3230889.750000 Penalty: 5076.800781
	Iteration 48Q: 3 clusters Score -3230890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3230917.500000 Penalty: 5076.800781
	Iteration 49Q: 3 clusters Score -3230918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3230951.000000 Penalty: 5076.800781
	Iteration 50Q: 3 clusters Score -3230951 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3230977.250000 Penalty: 5076.800781
	Iteration 51Q: 3 clusters Score -3230977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3230995.500000 Penalty: 5076.800781
	Iteration 52Q: 3 clusters Score -3230996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3231007.750000 Penalty: 5076.800781
	Iteration 53Q: 3 clusters Score -3231008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3231012.500000 Penalty: 5076.800781
	Iteration 54Q: 3 clusters Score -3231012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3231023.250000 Penalty: 5076.800781
	Iteration 55Q: 3 clusters Score -3231023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3231027.750000 Penalty: 5076.800781
	Iteration 56Q: 3 clusters Score -3231028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3231042.750000 Penalty: 5076.800781
	Iteration 57Q: 3 clusters Score -3231043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3231056.250000 Penalty: 5076.800781
	Iteration 58Q: 3 clusters Score -3231056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3231064.000000 Penalty: 5076.800781
	Iteration 59Q: 3 clusters Score -3231064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3231068.000000 Penalty: 5076.800781
	Iteration 60F: 3 clusters Score -3231068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3231081.000000 Penalty: 5076.800781
	Iteration 61Q: 3 clusters Score -3231081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3231088.500000 Penalty: 5076.800781
	Iteration 62Q: 3 clusters Score -3231088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3231094.500000 Penalty: 5076.800781
	Iteration 63Q: 3 clusters Score -3231094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3231100.750000 Penalty: 5076.800781
	Iteration 64Q: 3 clusters Score -3231101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3231102.750000 Penalty: 5076.800781
	Iteration 65Q: 3 clusters Score -3231103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3231102.750000 Penalty: 5076.800781
	Iteration 66Q: 3 clusters Score -3231103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3231105.000000 Penalty: 5076.800781
	Iteration 67Q: 3 clusters Score -3231105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3231106.000000 Penalty: 5076.800781
	Iteration 68Q: 3 clusters Score -3231106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3231107.750000 Penalty: 5076.800781
	Iteration 69Q: 3 clusters Score -3231108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3231110.500000 Penalty: 5076.800781
	Iteration 70Q: 3 clusters Score -3231110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -3231112.750000 Penalty: 5076.800781
	Iteration 71Q: 3 clusters Score -3231113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3231114.500000 Penalty: 5076.800781
	Iteration 72Q: 3 clusters Score -3231114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3231120.250000 Penalty: 5076.800781
	Iteration 73Q: 3 clusters Score -3231120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3231126.250000 Penalty: 5076.800781
	Iteration 74Q: 3 clusters Score -3231126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3231131.000000 Penalty: 5076.800781
	Iteration 75Q: 3 clusters Score -3231131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3231131.500000 Penalty: 5076.800781
	Iteration 76Q: 3 clusters Score -3231132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -3231133.000000 Penalty: 5076.800781
	Iteration 77Q: 3 clusters Score -3231133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3231133.000000 Penalty: 5076.800781
	Iteration 78Q: 3 clusters Score -3231133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3231133.000000 Penalty: 5076.800781
	Iteration 79F: 3 clusters Score -3231133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Entering Unmasked Estep 
Score: -4186188.750000 Penalty: 2609.126465
	Iteration 0F: 2 clusters Score -4186189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4160933.500000 Penalty: 5218.252930
	Iteration 0F: 3 clusters Score -4160934 nChanged 17054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4170336.250000 Penalty: 5218.252930
	Iteration 1F: 3 clusters Score -4170336 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4171047.250000 Penalty: 5218.252930
	Iteration 2Q: 3 clusters Score -4171047 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -4172069.500000 Penalty: 5218.252930
	Iteration 3Q: 3 clusters Score -4172070 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -4173272.750000 Penalty: 5218.252930
	Iteration 4F: 3 clusters Score -4173273 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4174530.000000 Penalty: 5218.252930
	Iteration 5F: 3 clusters Score -4174530 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -4175697.500000 Penalty: 5218.252930
	Iteration 6F: 3 clusters Score -4175698 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4176841.250000 Penalty: 5218.252930
	Iteration 7F: 3 clusters Score -4176841 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -4177832.500000 Penalty: 5218.252930
	Iteration 8F: 3 clusters Score -4177832 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -4178663.500000 Penalty: 5218.252930
	Iteration 9Q: 3 clusters Score -4178664 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -4179355.250000 Penalty: 5218.252930
	Iteration 10Q: 3 clusters Score -4179355 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -4179842.250000 Penalty: 5218.252930
	Iteration 11Q: 3 clusters Score -4179842 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -4180160.250000 Penalty: 5218.252930
	Iteration 12Q: 3 clusters Score -4180160 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4180370.250000 Penalty: 5218.252930
	Iteration 13Q: 3 clusters Score -4180370 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -4180510.750000 Penalty: 5218.252930
	Iteration 14Q: 3 clusters Score -4180511 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -4180631.250000 Penalty: 5218.252930
	Iteration 15Q: 3 clusters Score -4180631 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -4180689.250000 Penalty: 5218.252930
	Iteration 16Q: 3 clusters Score -4180689 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -4180772.250000 Penalty: 5218.252930
	Iteration 17Q: 3 clusters Score -4180772 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -4180836.000000 Penalty: 5218.252930
	Iteration 18Q: 3 clusters Score -4180836 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -4180913.750000 Penalty: 5218.252930
	Iteration 19Q: 3 clusters Score -4180914 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -4180965.000000 Penalty: 5218.252930
	Iteration 20F: 3 clusters Score -4180965 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -4181031.000000 Penalty: 5218.252930
	Iteration 21Q: 3 clusters Score -4181031 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -4181115.000000 Penalty: 5218.252930
	Iteration 22Q: 3 clusters Score -4181115 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -4181178.500000 Penalty: 5218.252930
	Iteration 23Q: 3 clusters Score -4181178 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -4181253.750000 Penalty: 5218.252930
	Iteration 24Q: 3 clusters Score -4181254 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -4181355.250000 Penalty: 5218.252930
	Iteration 25Q: 3 clusters Score -4181355 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -4181471.500000 Penalty: 5218.252930
	Iteration 26Q: 3 clusters Score -4181472 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -4181577.500000 Penalty: 5218.252930
	Iteration 27Q: 3 clusters Score -4181578 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -4181738.750000 Penalty: 5218.252930
	Iteration 28Q: 3 clusters Score -4181739 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -4181884.000000 Penalty: 5218.252930
	Iteration 29Q: 3 clusters Score -4181884 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4182058.750000 Penalty: 5218.252930
	Iteration 30Q: 3 clusters Score -4182059 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -4182304.500000 Penalty: 5218.252930
	Iteration 31Q: 3 clusters Score -4182304 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4182551.750000 Penalty: 5218.252930
	Iteration 32Q: 3 clusters Score -4182552 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -4182790.500000 Penalty: 5218.252930
	Iteration 33Q: 3 clusters Score -4182790 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -4183062.500000 Penalty: 5218.252930
	Iteration 34Q: 3 clusters Score -4183062 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -4183353.500000 Penalty: 5218.252930
	Iteration 35Q: 3 clusters Score -4183354 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -4183688.500000 Penalty: 5218.252930
	Iteration 36Q: 3 clusters Score -4183688 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4183946.000000 Penalty: 5218.252930
	Iteration 37Q: 3 clusters Score -4183946 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4184069.500000 Penalty: 5218.252930
	Iteration 38Q: 3 clusters Score -4184070 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -4184162.000000 Penalty: 5218.252930
	Iteration 39Q: 3 clusters Score -4184162 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -4184466.500000 Penalty: 5218.252930
	Iteration 40F: 3 clusters Score -4184466 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -4185081.750000 Penalty: 5218.252930
	Iteration 41Q: 3 clusters Score -4185082 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4185548.500000 Penalty: 5218.252930
	Iteration 42Q: 3 clusters Score -4185548 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -4185601.750000 Penalty: 5218.252930
	Iteration 43Q: 3 clusters Score -4185602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -4185625.500000 Penalty: 5218.252930
	Iteration 44Q: 3 clusters Score -4185626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -4185640.500000 Penalty: 5218.252930
	Iteration 45Q: 3 clusters Score -4185640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -4185646.000000 Penalty: 5218.252930
	Iteration 46Q: 3 clusters Score -4185646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4185664.250000 Penalty: 5218.252930
	Iteration 47Q: 3 clusters Score -4185664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -4185671.000000 Penalty: 5218.252930
	Iteration 48Q: 3 clusters Score -4185671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -4185671.500000 Penalty: 5218.252930
	Iteration 49Q: 3 clusters Score -4185672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -4185666.500000 Penalty: 5218.252930
	Iteration 50Q: 3 clusters Score -4185666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -4185668.500000 Penalty: 5218.252930
	Iteration 51Q: 3 clusters Score -4185668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4185665.250000 Penalty: 5218.252930
	Iteration 52Q: 3 clusters Score -4185665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -4185670.250000 Penalty: 5218.252930
	Iteration 53Q: 3 clusters Score -4185670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -4185673.500000 Penalty: 5218.252930
	Iteration 54Q: 3 clusters Score -4185674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -4185675.250000 Penalty: 5218.252930
	Iteration 55Q: 3 clusters Score -4185675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -4185673.750000 Penalty: 5218.252930
	Iteration 56Q: 3 clusters Score -4185674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -4185673.750000 Penalty: 5218.252930
	Iteration 57F: 3 clusters Score -4185674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -143383.546875 Penalty: 1797.981567
	Iteration 0F: 2 clusters Score -143383.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -141343.843750 Penalty: 3595.963135
	Iteration 0F: 3 clusters Score -141343.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -142099.562500 Penalty: 3595.963135
	Iteration 1F: 3 clusters Score -142099.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -142770.484375 Penalty: 3595.963135
	Iteration 2F: 3 clusters Score -142770.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -143068.515625 Penalty: 3595.963135
	Iteration 3F: 3 clusters Score -143068.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -143187.562500 Penalty: 3595.963135
	Iteration 4F: 3 clusters Score -143187.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -143271.296875 Penalty: 3595.963135
	Iteration 5Q: 3 clusters Score -143271.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -143297.734375 Penalty: 3595.963135
	Iteration 6Q: 3 clusters Score -143297.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -143315.781250 Penalty: 3595.963135
	Iteration 7Q: 3 clusters Score -143315.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -143326.578125 Penalty: 3595.963135
	Iteration 8Q: 3 clusters Score -143326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -143334.625000 Penalty: 3595.963135
	Iteration 9Q: 3 clusters Score -143334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -143339.703125 Penalty: 3595.963135
	Iteration 10Q: 3 clusters Score -143339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -143342.406250 Penalty: 3595.963135
	Iteration 11Q: 3 clusters Score -143342.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -143348.500000 Penalty: 3595.963135
	Iteration 12Q: 3 clusters Score -143348.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -143349.375000 Penalty: 3595.963135
	Iteration 13Q: 3 clusters Score -143349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -143352.656250 Penalty: 3595.963135
	Iteration 14Q: 3 clusters Score -143352.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -143353.562500 Penalty: 3595.963135
	Iteration 15Q: 3 clusters Score -143353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -143353.562500 Penalty: 3595.963135
	Iteration 16F: 3 clusters Score -143353.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (156082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156082 members 
Entering Unmasked Estep 
Score: -18100280.000000 Penalty: 2965.617920
	Iteration 0F: 2 clusters Score -1.810028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 77854 members 
Entering Unmasked Estep 
Score: -17996962.000000 Penalty: 5931.235840
	Iteration 0F: 3 clusters Score -1.799696e+07 nChanged 74473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81385 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -18040892.000000 Penalty: 5931.235840
	Iteration 1F: 3 clusters Score -1.804089e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -18043008.000000 Penalty: 5931.235840
	Iteration 2Q: 3 clusters Score -1.804301e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -18046606.000000 Penalty: 5931.235840
	Iteration 3Q: 3 clusters Score -1.804661e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -18052074.000000 Penalty: 5931.235840
	Iteration 4F: 3 clusters Score -1.805207e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92564 members 
Mstep: Class 2 contains 63518 members 
Entering Unmasked Estep 
Score: -18058826.000000 Penalty: 5931.235840
	Iteration 5F: 3 clusters Score -1.805883e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95665 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -18065864.000000 Penalty: 5931.235840
	Iteration 6F: 3 clusters Score -1.806586e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98373 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -18071914.000000 Penalty: 5931.235840
	Iteration 7F: 3 clusters Score -1.807191e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100775 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -18076814.000000 Penalty: 5931.235840
	Iteration 8F: 3 clusters Score -1.807681e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -18079816.000000 Penalty: 5931.235840
	Iteration 9Q: 3 clusters Score -1.807982e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105561 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -18081604.000000 Penalty: 5931.235840
	Iteration 10Q: 3 clusters Score -1.80816e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107816 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -18082780.000000 Penalty: 5931.235840
	Iteration 11Q: 3 clusters Score -1.808278e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110058 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -18083558.000000 Penalty: 5931.235840
	Iteration 12Q: 3 clusters Score -1.808356e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112278 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -18084314.000000 Penalty: 5931.235840
	Iteration 13Q: 3 clusters Score -1.808431e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -18084982.000000 Penalty: 5931.235840
	Iteration 14Q: 3 clusters Score -1.808498e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116764 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -18085562.000000 Penalty: 5931.235840
	Iteration 15Q: 3 clusters Score -1.808556e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119145 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -18086288.000000 Penalty: 5931.235840
	Iteration 16Q: 3 clusters Score -1.808629e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121584 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -18087036.000000 Penalty: 5931.235840
	Iteration 17Q: 3 clusters Score -1.808704e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124084 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -18087842.000000 Penalty: 5931.235840
	Iteration 18Q: 3 clusters Score -1.808784e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126612 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -18088608.000000 Penalty: 5931.235840
	Iteration 19Q: 3 clusters Score -1.808861e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129074 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -18089492.000000 Penalty: 5931.235840
	Iteration 20F: 3 clusters Score -1.808949e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131529 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -18090448.000000 Penalty: 5931.235840
	Iteration 21Q: 3 clusters Score -1.809045e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133925 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -18091386.000000 Penalty: 5931.235840
	Iteration 22Q: 3 clusters Score -1.809139e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136225 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -18092216.000000 Penalty: 5931.235840
	Iteration 23Q: 3 clusters Score -1.809222e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138458 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -18093024.000000 Penalty: 5931.235840
	Iteration 24Q: 3 clusters Score -1.809302e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140462 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -18093622.000000 Penalty: 5931.235840
	Iteration 25Q: 3 clusters Score -1.809362e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142339 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -18094280.000000 Penalty: 5931.235840
	Iteration 26Q: 3 clusters Score -1.809428e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144047 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -18094946.000000 Penalty: 5931.235840
	Iteration 27Q: 3 clusters Score -1.809495e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145538 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -18095454.000000 Penalty: 5931.235840
	Iteration 28Q: 3 clusters Score -1.809545e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146889 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -18095948.000000 Penalty: 5931.235840
	Iteration 29Q: 3 clusters Score -1.809595e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148045 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -18096348.000000 Penalty: 5931.235840
	Iteration 30Q: 3 clusters Score -1.809635e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149052 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -18096672.000000 Penalty: 5931.235840
	Iteration 31Q: 3 clusters Score -1.809667e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149925 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -18097012.000000 Penalty: 5931.235840
	Iteration 32Q: 3 clusters Score -1.809701e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150624 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -18097220.000000 Penalty: 5931.235840
	Iteration 33Q: 3 clusters Score -1.809722e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151165 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -18097416.000000 Penalty: 5931.235840
	Iteration 34Q: 3 clusters Score -1.809742e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151630 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -18097558.000000 Penalty: 5931.235840
	Iteration 35Q: 3 clusters Score -1.809756e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152014 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -18097626.000000 Penalty: 5931.235840
	Iteration 36Q: 3 clusters Score -1.809763e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152362 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -18097774.000000 Penalty: 5931.235840
	Iteration 37Q: 3 clusters Score -1.809777e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152660 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -18097792.000000 Penalty: 5931.235840
	Iteration 38Q: 3 clusters Score -1.809779e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152903 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -18097892.000000 Penalty: 5931.235840
	Iteration 39Q: 3 clusters Score -1.809789e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153086 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -18097944.000000 Penalty: 5931.235840
	Iteration 40F: 3 clusters Score -1.809794e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153242 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -18098046.000000 Penalty: 5931.235840
	Iteration 41Q: 3 clusters Score -1.809805e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153383 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -18098150.000000 Penalty: 5931.235840
	Iteration 42Q: 3 clusters Score -1.809815e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153510 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -18098290.000000 Penalty: 5931.235840
	Iteration 43Q: 3 clusters Score -1.809829e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153624 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -18098428.000000 Penalty: 5931.235840
	Iteration 44Q: 3 clusters Score -1.809843e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153721 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -18098560.000000 Penalty: 5931.235840
	Iteration 45Q: 3 clusters Score -1.809856e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153780 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -18098636.000000 Penalty: 5931.235840
	Iteration 46Q: 3 clusters Score -1.809864e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153794 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -18098696.000000 Penalty: 5931.235840
	Iteration 47Q: 3 clusters Score -1.80987e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153825 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -18098734.000000 Penalty: 5931.235840
	Iteration 48Q: 3 clusters Score -1.809873e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153842 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -18098774.000000 Penalty: 5931.235840
	Iteration 49Q: 3 clusters Score -1.809877e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153850 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -18098834.000000 Penalty: 5931.235840
	Iteration 50Q: 3 clusters Score -1.809883e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153864 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -18098848.000000 Penalty: 5931.235840
	Iteration 51Q: 3 clusters Score -1.809885e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153871 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -18098830.000000 Penalty: 5931.235840
	Iteration 52Q: 3 clusters Score -1.809883e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153871 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -18098834.000000 Penalty: 5931.235840
	Iteration 53Q: 3 clusters Score -1.809883e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153868 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -18098864.000000 Penalty: 5931.235840
	Iteration 54Q: 3 clusters Score -1.809886e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153865 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -18098866.000000 Penalty: 5931.235840
	Iteration 55Q: 3 clusters Score -1.809887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153860 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -18098876.000000 Penalty: 5931.235840
	Iteration 56Q: 3 clusters Score -1.809888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -18098868.000000 Penalty: 5931.235840
	Iteration 57Q: 3 clusters Score -1.809887e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153857 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -18098890.000000 Penalty: 5931.235840
	Iteration 58Q: 3 clusters Score -1.809889e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153852 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -18098902.000000 Penalty: 5931.235840
	Iteration 59Q: 3 clusters Score -1.80989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153845 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -18098904.000000 Penalty: 5931.235840
	Iteration 60F: 3 clusters Score -1.80989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153844 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -18098892.000000 Penalty: 5931.235840
	Iteration 61Q: 3 clusters Score -1.809889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153833 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -18098918.000000 Penalty: 5931.235840
	Iteration 62Q: 3 clusters Score -1.809892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153826 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -18098916.000000 Penalty: 5931.235840
	Iteration 63Q: 3 clusters Score -1.809892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153820 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -18098932.000000 Penalty: 5931.235840
	Iteration 64Q: 3 clusters Score -1.809893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153808 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -18098942.000000 Penalty: 5931.235840
	Iteration 65Q: 3 clusters Score -1.809894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153793 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -18098962.000000 Penalty: 5931.235840
	Iteration 66Q: 3 clusters Score -1.809896e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153775 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -18098958.000000 Penalty: 5931.235840
	Iteration 67Q: 3 clusters Score -1.809896e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153756 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -18098958.000000 Penalty: 5931.235840
	Iteration 68Q: 3 clusters Score -1.809896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153741 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -18098962.000000 Penalty: 5931.235840
	Iteration 69Q: 3 clusters Score -1.809896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -18098938.000000 Penalty: 5931.235840
	Iteration 70Q: 3 clusters Score -1.809894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153711 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -18098954.000000 Penalty: 5931.235840
	Iteration 71Q: 3 clusters Score -1.809895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -18098958.000000 Penalty: 5931.235840
	Iteration 72Q: 3 clusters Score -1.809896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153690 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -18098952.000000 Penalty: 5931.235840
	Iteration 73Q: 3 clusters Score -1.809895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153679 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -18098958.000000 Penalty: 5931.235840
	Iteration 74Q: 3 clusters Score -1.809896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153673 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -18098974.000000 Penalty: 5931.235840
	Iteration 75Q: 3 clusters Score -1.809897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153667 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -18098968.000000 Penalty: 5931.235840
	Iteration 76Q: 3 clusters Score -1.809897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153664 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -18098968.000000 Penalty: 5931.235840
	Iteration 77Q: 3 clusters Score -1.809897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153653 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -18098974.000000 Penalty: 5931.235840
	Iteration 78Q: 3 clusters Score -1.809897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153645 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -18098984.000000 Penalty: 5931.235840
	Iteration 79Q: 3 clusters Score -1.809898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153640 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -18099000.000000 Penalty: 5931.235840
	Iteration 80F: 3 clusters Score -1.8099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153632 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -18099014.000000 Penalty: 5931.235840
	Iteration 81Q: 3 clusters Score -1.809901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153628 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -18099024.000000 Penalty: 5931.235840
	Iteration 82Q: 3 clusters Score -1.809902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153614 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -18099026.000000 Penalty: 5931.235840
	Iteration 83Q: 3 clusters Score -1.809903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153601 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -18099042.000000 Penalty: 5931.235840
	Iteration 84Q: 3 clusters Score -1.809904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153590 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -18099036.000000 Penalty: 5931.235840
	Iteration 85Q: 3 clusters Score -1.809904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153580 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -18099036.000000 Penalty: 5931.235840
	Iteration 86Q: 3 clusters Score -1.809904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153569 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -18099058.000000 Penalty: 5931.235840
	Iteration 87Q: 3 clusters Score -1.809906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153558 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -18099090.000000 Penalty: 5931.235840
	Iteration 88Q: 3 clusters Score -1.809909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153554 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -18099088.000000 Penalty: 5931.235840
	Iteration 89Q: 3 clusters Score -1.809909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -18099094.000000 Penalty: 5931.235840
	Iteration 90Q: 3 clusters Score -1.809909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -18099098.000000 Penalty: 5931.235840
	Iteration 91Q: 3 clusters Score -1.80991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153557 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -18099092.000000 Penalty: 5931.235840
	Iteration 92Q: 3 clusters Score -1.809909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153550 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -18099086.000000 Penalty: 5931.235840
	Iteration 93Q: 3 clusters Score -1.809909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153544 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -18099090.000000 Penalty: 5931.235840
	Iteration 94Q: 3 clusters Score -1.809909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153539 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -18099100.000000 Penalty: 5931.235840
	Iteration 95Q: 3 clusters Score -1.80991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153536 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -18099100.000000 Penalty: 5931.235840
	Iteration 96Q: 3 clusters Score -1.80991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153532 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -18099118.000000 Penalty: 5931.235840
	Iteration 97Q: 3 clusters Score -1.809912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153530 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -18099098.000000 Penalty: 5931.235840
	Iteration 98Q: 3 clusters Score -1.80991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153525 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -18099110.000000 Penalty: 5931.235840
	Iteration 99Q: 3 clusters Score -1.809911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153524 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -18099124.000000 Penalty: 5931.235840
	Iteration 100F: 3 clusters Score -1.809912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153519 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -18099124.000000 Penalty: 5931.235840
	Iteration 101Q: 3 clusters Score -1.809912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -18099124.000000 Penalty: 5931.235840
	Iteration 102Q: 3 clusters Score -1.809912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153511 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -18099138.000000 Penalty: 5931.235840
	Iteration 103Q: 3 clusters Score -1.809914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153514 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -18099136.000000 Penalty: 5931.235840
	Iteration 104Q: 3 clusters Score -1.809914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153513 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -18099142.000000 Penalty: 5931.235840
	Iteration 105Q: 3 clusters Score -1.809914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153511 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -18099154.000000 Penalty: 5931.235840
	Iteration 106Q: 3 clusters Score -1.809915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153512 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -18099148.000000 Penalty: 5931.235840
	Iteration 107Q: 3 clusters Score -1.809915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153512 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -18099140.000000 Penalty: 5931.235840
	Iteration 108Q: 3 clusters Score -1.809914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153510 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -18099160.000000 Penalty: 5931.235840
	Iteration 109Q: 3 clusters Score -1.809916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153507 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -18099160.000000 Penalty: 5931.235840
	Iteration 110Q: 3 clusters Score -1.809916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153503 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -18099146.000000 Penalty: 5931.235840
	Iteration 111Q: 3 clusters Score -1.809915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153500 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -18099146.000000 Penalty: 5931.235840
	Iteration 112Q: 3 clusters Score -1.809915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153498 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -18099162.000000 Penalty: 5931.235840
	Iteration 113Q: 3 clusters Score -1.809916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153498 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -18099164.000000 Penalty: 5931.235840
	Iteration 114Q: 3 clusters Score -1.809916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153497 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -18099158.000000 Penalty: 5931.235840
	Iteration 115Q: 3 clusters Score -1.809916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153495 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -18099154.000000 Penalty: 5931.235840
	Iteration 116Q: 3 clusters Score -1.809915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153493 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -18099152.000000 Penalty: 5931.235840
	Iteration 117Q: 3 clusters Score -1.809915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153490 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -18099172.000000 Penalty: 5931.235840
	Iteration 118Q: 3 clusters Score -1.809917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153489 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -18099162.000000 Penalty: 5931.235840
	Iteration 119Q: 3 clusters Score -1.809916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153486 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -18099156.000000 Penalty: 5931.235840
	Iteration 120F: 3 clusters Score -1.809916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153483 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -18099158.000000 Penalty: 5931.235840
	Iteration 121Q: 3 clusters Score -1.809916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153480 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -18099146.000000 Penalty: 5931.235840
	Iteration 122Q: 3 clusters Score -1.809915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153477 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -18099158.000000 Penalty: 5931.235840
	Iteration 123Q: 3 clusters Score -1.809916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153477 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -18099164.000000 Penalty: 5931.235840
	Iteration 124Q: 3 clusters Score -1.809916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153477 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -18099172.000000 Penalty: 5931.235840
	Iteration 125Q: 3 clusters Score -1.809917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153475 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -18099148.000000 Penalty: 5931.235840
	Iteration 126Q: 3 clusters Score -1.809915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -18099156.000000 Penalty: 5931.235840
	Iteration 127Q: 3 clusters Score -1.809916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -18099162.000000 Penalty: 5931.235840
	Iteration 128Q: 3 clusters Score -1.809916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -18099160.000000 Penalty: 5931.235840
	Iteration 129Q: 3 clusters Score -1.809916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -18099164.000000 Penalty: 5931.235840
	Iteration 130Q: 3 clusters Score -1.809916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -18099168.000000 Penalty: 5931.235840
	Iteration 131Q: 3 clusters Score -1.809917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153475 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -18099164.000000 Penalty: 5931.235840
	Iteration 132Q: 3 clusters Score -1.809916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -18099166.000000 Penalty: 5931.235840
	Iteration 133Q: 3 clusters Score -1.809917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -18099172.000000 Penalty: 5931.235840
	Iteration 134Q: 3 clusters Score -1.809917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153468 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -18099160.000000 Penalty: 5931.235840
	Iteration 135Q: 3 clusters Score -1.809916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153467 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -18099168.000000 Penalty: 5931.235840
	Iteration 136Q: 3 clusters Score -1.809917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153465 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -18099164.000000 Penalty: 5931.235840
	Iteration 137Q: 3 clusters Score -1.809916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153462 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -18099146.000000 Penalty: 5931.235840
	Iteration 138Q: 3 clusters Score -1.809915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153460 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -18099138.000000 Penalty: 5931.235840
	Iteration 139Q: 3 clusters Score -1.809914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153458 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -18099140.000000 Penalty: 5931.235840
	Iteration 140F: 3 clusters Score -1.809914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153456 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -18099146.000000 Penalty: 5931.235840
	Iteration 141Q: 3 clusters Score -1.809915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -18099146.000000 Penalty: 5931.235840
	Iteration 142Q: 3 clusters Score -1.809915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153452 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -18099150.000000 Penalty: 5931.235840
	Iteration 143Q: 3 clusters Score -1.809915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153450 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -18099150.000000 Penalty: 5931.235840
	Iteration 144Q: 3 clusters Score -1.809915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153448 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -18099132.000000 Penalty: 5931.235840
	Iteration 145Q: 3 clusters Score -1.809913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153441 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -18099138.000000 Penalty: 5931.235840
	Iteration 146Q: 3 clusters Score -1.809914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153437 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -18099146.000000 Penalty: 5931.235840
	Iteration 147Q: 3 clusters Score -1.809915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153430 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -18099146.000000 Penalty: 5931.235840
	Iteration 148Q: 3 clusters Score -1.809915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153424 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -18099142.000000 Penalty: 5931.235840
	Iteration 149Q: 3 clusters Score -1.809914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153421 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -18099144.000000 Penalty: 5931.235840
	Iteration 150Q: 3 clusters Score -1.809914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153416 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -18099126.000000 Penalty: 5931.235840
	Iteration 151Q: 3 clusters Score -1.809913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153414 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -18099150.000000 Penalty: 5931.235840
	Iteration 152Q: 3 clusters Score -1.809915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153414 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -18099148.000000 Penalty: 5931.235840
	Iteration 153Q: 3 clusters Score -1.809915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153412 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -18099142.000000 Penalty: 5931.235840
	Iteration 154Q: 3 clusters Score -1.809914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153409 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -18099134.000000 Penalty: 5931.235840
	Iteration 155Q: 3 clusters Score -1.809913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153404 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -18099150.000000 Penalty: 5931.235840
	Iteration 156Q: 3 clusters Score -1.809915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153397 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -18099138.000000 Penalty: 5931.235840
	Iteration 157Q: 3 clusters Score -1.809914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153395 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -18099152.000000 Penalty: 5931.235840
	Iteration 158Q: 3 clusters Score -1.809915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153398 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -18099146.000000 Penalty: 5931.235840
	Iteration 159Q: 3 clusters Score -1.809915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153400 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -18099152.000000 Penalty: 5931.235840
	Iteration 160F: 3 clusters Score -1.809915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153399 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -18099152.000000 Penalty: 5931.235840
	Iteration 161Q: 3 clusters Score -1.809915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153399 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -18099152.000000 Penalty: 5931.235840
	Iteration 162F: 3 clusters Score -1.809915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Entering Unmasked Estep 
Score: -3121150.500000 Penalty: 2523.627441
	Iteration 0F: 2 clusters Score -3121150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3103106.500000 Penalty: 5047.254883
	Iteration 0F: 3 clusters Score -3103106 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3109354.500000 Penalty: 5047.254883
	Iteration 1F: 3 clusters Score -3109354 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3109812.500000 Penalty: 5047.254883
	Iteration 2Q: 3 clusters Score -3109812 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3110314.750000 Penalty: 5047.254883
	Iteration 3Q: 3 clusters Score -3110315 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3110932.750000 Penalty: 5047.254883
	Iteration 4Q: 3 clusters Score -3110933 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3111834.000000 Penalty: 5047.254883
	Iteration 5F: 3 clusters Score -3111834 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3113065.750000 Penalty: 5047.254883
	Iteration 6F: 3 clusters Score -3113066 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3114471.750000 Penalty: 5047.254883
	Iteration 7F: 3 clusters Score -3114472 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3115815.250000 Penalty: 5047.254883
	Iteration 8F: 3 clusters Score -3115815 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -3116966.750000 Penalty: 5047.254883
	Iteration 9Q: 3 clusters Score -3116967 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3117729.750000 Penalty: 5047.254883
	Iteration 10Q: 3 clusters Score -3117730 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3118156.000000 Penalty: 5047.254883
	Iteration 11Q: 3 clusters Score -3118156 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3118372.000000 Penalty: 5047.254883
	Iteration 12Q: 3 clusters Score -3118372 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3118503.500000 Penalty: 5047.254883
	Iteration 13Q: 3 clusters Score -3118504 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3118593.000000 Penalty: 5047.254883
	Iteration 14Q: 3 clusters Score -3118593 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -3118661.750000 Penalty: 5047.254883
	Iteration 15Q: 3 clusters Score -3118662 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3118706.750000 Penalty: 5047.254883
	Iteration 16Q: 3 clusters Score -3118707 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3118743.500000 Penalty: 5047.254883
	Iteration 17Q: 3 clusters Score -3118744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3118771.750000 Penalty: 5047.254883
	Iteration 18Q: 3 clusters Score -3118772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3118800.500000 Penalty: 5047.254883
	Iteration 19Q: 3 clusters Score -3118800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3118821.250000 Penalty: 5047.254883
	Iteration 20F: 3 clusters Score -3118821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3118827.500000 Penalty: 5047.254883
	Iteration 21Q: 3 clusters Score -3118828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3118848.500000 Penalty: 5047.254883
	Iteration 22Q: 3 clusters Score -3118848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3118868.000000 Penalty: 5047.254883
	Iteration 23Q: 3 clusters Score -3118868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3118890.750000 Penalty: 5047.254883
	Iteration 24Q: 3 clusters Score -3118891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3118904.500000 Penalty: 5047.254883
	Iteration 25Q: 3 clusters Score -3118904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3118910.250000 Penalty: 5047.254883
	Iteration 26Q: 3 clusters Score -3118910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3118912.750000 Penalty: 5047.254883
	Iteration 27Q: 3 clusters Score -3118913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3118913.250000 Penalty: 5047.254883
	Iteration 28Q: 3 clusters Score -3118913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3118916.250000 Penalty: 5047.254883
	Iteration 29Q: 3 clusters Score -3118916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3118920.000000 Penalty: 5047.254883
	Iteration 30Q: 3 clusters Score -3118920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3118923.500000 Penalty: 5047.254883
	Iteration 31Q: 3 clusters Score -3118924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3118930.500000 Penalty: 5047.254883
	Iteration 32Q: 3 clusters Score -3118930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3118936.500000 Penalty: 5047.254883
	Iteration 33Q: 3 clusters Score -3118936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3118947.250000 Penalty: 5047.254883
	Iteration 34Q: 3 clusters Score -3118947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3118950.750000 Penalty: 5047.254883
	Iteration 35Q: 3 clusters Score -3118951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3118954.250000 Penalty: 5047.254883
	Iteration 36Q: 3 clusters Score -3118954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3118957.000000 Penalty: 5047.254883
	Iteration 37Q: 3 clusters Score -3118957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3118955.250000 Penalty: 5047.254883
	Iteration 38Q: 3 clusters Score -3118955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3118957.250000 Penalty: 5047.254883
	Iteration 39Q: 3 clusters Score -3118957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3118960.500000 Penalty: 5047.254883
	Iteration 40F: 3 clusters Score -3118960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3118959.500000 Penalty: 5047.254883
	Iteration 41Q: 3 clusters Score -3118960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3118961.000000 Penalty: 5047.254883
	Iteration 42Q: 3 clusters Score -3118961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3118964.000000 Penalty: 5047.254883
	Iteration 43Q: 3 clusters Score -3118964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3118962.750000 Penalty: 5047.254883
	Iteration 44Q: 3 clusters Score -3118963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3118959.750000 Penalty: 5047.254883
	Iteration 45Q: 3 clusters Score -3118960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3118959.250000 Penalty: 5047.254883
	Iteration 46Q: 3 clusters Score -3118959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3118971.500000 Penalty: 5047.254883
	Iteration 47Q: 3 clusters Score -3118972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3118972.750000 Penalty: 5047.254883
	Iteration 48Q: 3 clusters Score -3118973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3118975.000000 Penalty: 5047.254883
	Iteration 49Q: 3 clusters Score -3118975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3118978.250000 Penalty: 5047.254883
	Iteration 50Q: 3 clusters Score -3118978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3118981.750000 Penalty: 5047.254883
	Iteration 51Q: 3 clusters Score -3118982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3118974.250000 Penalty: 5047.254883
	Iteration 52Q: 3 clusters Score -3118974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3118981.000000 Penalty: 5047.254883
	Iteration 53Q: 3 clusters Score -3118981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3118994.750000 Penalty: 5047.254883
	Iteration 54Q: 3 clusters Score -3118995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3118998.250000 Penalty: 5047.254883
	Iteration 55Q: 3 clusters Score -3118998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3118998.250000 Penalty: 5047.254883
	Iteration 56Q: 3 clusters Score -3118998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3119000.000000 Penalty: 5047.254883
	Iteration 57Q: 3 clusters Score -3119000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3119005.250000 Penalty: 5047.254883
	Iteration 58Q: 3 clusters Score -3119005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3119011.250000 Penalty: 5047.254883
	Iteration 59Q: 3 clusters Score -3119011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3119014.500000 Penalty: 5047.254883
	Iteration 60F: 3 clusters Score -3119014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3119013.750000 Penalty: 5047.254883
	Iteration 61Q: 3 clusters Score -3119014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3119017.750000 Penalty: 5047.254883
	Iteration 62Q: 3 clusters Score -3119018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3119015.750000 Penalty: 5047.254883
	Iteration 63Q: 3 clusters Score -3119016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3119015.250000 Penalty: 5047.254883
	Iteration 64Q: 3 clusters Score -3119015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3119018.500000 Penalty: 5047.254883
	Iteration 65Q: 3 clusters Score -3119018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3119019.000000 Penalty: 5047.254883
	Iteration 66Q: 3 clusters Score -3119019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3119022.500000 Penalty: 5047.254883
	Iteration 67Q: 3 clusters Score -3119022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3119023.750000 Penalty: 5047.254883
	Iteration 68Q: 3 clusters Score -3119024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3119026.000000 Penalty: 5047.254883
	Iteration 69Q: 3 clusters Score -3119026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3119022.750000 Penalty: 5047.254883
	Iteration 70Q: 3 clusters Score -3119023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3119024.250000 Penalty: 5047.254883
	Iteration 71Q: 3 clusters Score -3119024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3119025.000000 Penalty: 5047.254883
	Iteration 72Q: 3 clusters Score -3119025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3119024.500000 Penalty: 5047.254883
	Iteration 73Q: 3 clusters Score -3119024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3119027.750000 Penalty: 5047.254883
	Iteration 74Q: 3 clusters Score -3119028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3119028.500000 Penalty: 5047.254883
	Iteration 75Q: 3 clusters Score -3119028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3119028.500000 Penalty: 5047.254883
	Iteration 76F: 3 clusters Score -3119028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Entering Unmasked Estep 
Score: -2007550.750000 Penalty: 2415.468262
	Iteration 0F: 2 clusters Score -2007551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1995455.250000 Penalty: 4830.936523
	Iteration 0F: 3 clusters Score -1995455 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1999367.375000 Penalty: 4830.936523
	Iteration 1F: 3 clusters Score -1999367 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1999707.500000 Penalty: 4830.936523
	Iteration 2F: 3 clusters Score -1999708 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1999972.125000 Penalty: 4830.936523
	Iteration 3Q: 3 clusters Score -1999972 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2000217.625000 Penalty: 4830.936523
	Iteration 4Q: 3 clusters Score -2000218 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2000471.125000 Penalty: 4830.936523
	Iteration 5Q: 3 clusters Score -2000471 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2000786.750000 Penalty: 4830.936523
	Iteration 6Q: 3 clusters Score -2000787 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2001185.750000 Penalty: 4830.936523
	Iteration 7Q: 3 clusters Score -2001186 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2001662.000000 Penalty: 4830.936523
	Iteration 8Q: 3 clusters Score -2001662 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2002282.000000 Penalty: 4830.936523
	Iteration 9F: 3 clusters Score -2002282 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2003038.875000 Penalty: 4830.936523
	Iteration 10F: 3 clusters Score -2003039 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2003819.875000 Penalty: 4830.936523
	Iteration 11F: 3 clusters Score -2003820 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2004364.375000 Penalty: 4830.936523
	Iteration 12Q: 3 clusters Score -2004364 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2004607.875000 Penalty: 4830.936523
	Iteration 13Q: 3 clusters Score -2004608 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2004745.125000 Penalty: 4830.936523
	Iteration 14Q: 3 clusters Score -2004745 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2004817.750000 Penalty: 4830.936523
	Iteration 15Q: 3 clusters Score -2004818 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2004867.625000 Penalty: 4830.936523
	Iteration 16Q: 3 clusters Score -2004868 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2004915.125000 Penalty: 4830.936523
	Iteration 17Q: 3 clusters Score -2004915 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2004945.875000 Penalty: 4830.936523
	Iteration 18Q: 3 clusters Score -2004946 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2004973.875000 Penalty: 4830.936523
	Iteration 19Q: 3 clusters Score -2004974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2004999.125000 Penalty: 4830.936523
	Iteration 20F: 3 clusters Score -2004999 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2005027.125000 Penalty: 4830.936523
	Iteration 21Q: 3 clusters Score -2005027 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2005047.250000 Penalty: 4830.936523
	Iteration 22Q: 3 clusters Score -2005047 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2005075.500000 Penalty: 4830.936523
	Iteration 23Q: 3 clusters Score -2005076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2005087.625000 Penalty: 4830.936523
	Iteration 24Q: 3 clusters Score -2005088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2005104.125000 Penalty: 4830.936523
	Iteration 25Q: 3 clusters Score -2005104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2005112.625000 Penalty: 4830.936523
	Iteration 26Q: 3 clusters Score -2005113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2005123.000000 Penalty: 4830.936523
	Iteration 27Q: 3 clusters Score -2005123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2005132.000000 Penalty: 4830.936523
	Iteration 28Q: 3 clusters Score -2005132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2005149.375000 Penalty: 4830.936523
	Iteration 29Q: 3 clusters Score -2005149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2005154.000000 Penalty: 4830.936523
	Iteration 30Q: 3 clusters Score -2005154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2005157.125000 Penalty: 4830.936523
	Iteration 31Q: 3 clusters Score -2005157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2005163.875000 Penalty: 4830.936523
	Iteration 32Q: 3 clusters Score -2005164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2005175.375000 Penalty: 4830.936523
	Iteration 33Q: 3 clusters Score -2005175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2005182.625000 Penalty: 4830.936523
	Iteration 34Q: 3 clusters Score -2005183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2005191.750000 Penalty: 4830.936523
	Iteration 35Q: 3 clusters Score -2005192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2005194.125000 Penalty: 4830.936523
	Iteration 36Q: 3 clusters Score -2005194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2005202.750000 Penalty: 4830.936523
	Iteration 37Q: 3 clusters Score -2005203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2005207.875000 Penalty: 4830.936523
	Iteration 38Q: 3 clusters Score -2005208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2005218.500000 Penalty: 4830.936523
	Iteration 39Q: 3 clusters Score -2005218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2005223.125000 Penalty: 4830.936523
	Iteration 40F: 3 clusters Score -2005223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2005228.750000 Penalty: 4830.936523
	Iteration 41Q: 3 clusters Score -2005229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2005239.500000 Penalty: 4830.936523
	Iteration 42Q: 3 clusters Score -2005240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2005246.125000 Penalty: 4830.936523
	Iteration 43Q: 3 clusters Score -2005246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2005247.500000 Penalty: 4830.936523
	Iteration 44Q: 3 clusters Score -2005248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2005264.875000 Penalty: 4830.936523
	Iteration 45Q: 3 clusters Score -2005265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2005276.375000 Penalty: 4830.936523
	Iteration 46Q: 3 clusters Score -2005276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2005282.875000 Penalty: 4830.936523
	Iteration 47Q: 3 clusters Score -2005283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2005288.125000 Penalty: 4830.936523
	Iteration 48Q: 3 clusters Score -2005288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2005299.875000 Penalty: 4830.936523
	Iteration 49Q: 3 clusters Score -2005300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2005309.875000 Penalty: 4830.936523
	Iteration 50Q: 3 clusters Score -2005310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2005316.875000 Penalty: 4830.936523
	Iteration 51Q: 3 clusters Score -2005317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2005314.750000 Penalty: 4830.936523
	Iteration 52Q: 3 clusters Score -2005315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2005326.000000 Penalty: 4830.936523
	Iteration 53Q: 3 clusters Score -2005326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2005335.625000 Penalty: 4830.936523
	Iteration 54Q: 3 clusters Score -2005336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2005342.250000 Penalty: 4830.936523
	Iteration 55Q: 3 clusters Score -2005342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2005350.125000 Penalty: 4830.936523
	Iteration 56Q: 3 clusters Score -2005350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2005361.625000 Penalty: 4830.936523
	Iteration 57Q: 3 clusters Score -2005362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2005371.125000 Penalty: 4830.936523
	Iteration 58Q: 3 clusters Score -2005371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2005375.750000 Penalty: 4830.936523
	Iteration 59Q: 3 clusters Score -2005376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2005386.500000 Penalty: 4830.936523
	Iteration 60F: 3 clusters Score -2005386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2005402.375000 Penalty: 4830.936523
	Iteration 61Q: 3 clusters Score -2005402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2005408.250000 Penalty: 4830.936523
	Iteration 62Q: 3 clusters Score -2005408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2005409.875000 Penalty: 4830.936523
	Iteration 63Q: 3 clusters Score -2005410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2005428.375000 Penalty: 4830.936523
	Iteration 64Q: 3 clusters Score -2005428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2005435.625000 Penalty: 4830.936523
	Iteration 65Q: 3 clusters Score -2005436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2005439.875000 Penalty: 4830.936523
	Iteration 66Q: 3 clusters Score -2005440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2005449.125000 Penalty: 4830.936523
	Iteration 67Q: 3 clusters Score -2005449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2005447.875000 Penalty: 4830.936523
	Iteration 68Q: 3 clusters Score -2005448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2005453.500000 Penalty: 4830.936523
	Iteration 69Q: 3 clusters Score -2005454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2005453.250000 Penalty: 4830.936523
	Iteration 70Q: 3 clusters Score -2005453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2005451.375000 Penalty: 4830.936523
	Iteration 71Q: 3 clusters Score -2005451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2005452.375000 Penalty: 4830.936523
	Iteration 72Q: 3 clusters Score -2005452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2005453.375000 Penalty: 4830.936523
	Iteration 73Q: 3 clusters Score -2005453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2005455.625000 Penalty: 4830.936523
	Iteration 74Q: 3 clusters Score -2005456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2005453.125000 Penalty: 4830.936523
	Iteration 75Q: 3 clusters Score -2005453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2005452.375000 Penalty: 4830.936523
	Iteration 76Q: 3 clusters Score -2005452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2005454.875000 Penalty: 4830.936523
	Iteration 77Q: 3 clusters Score -2005455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2005456.000000 Penalty: 4830.936523
	Iteration 78Q: 3 clusters Score -2005456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2005455.250000 Penalty: 4830.936523
	Iteration 79Q: 3 clusters Score -2005455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2005457.625000 Penalty: 4830.936523
	Iteration 80F: 3 clusters Score -2005458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2005455.250000 Penalty: 4830.936523
	Iteration 81Q: 3 clusters Score -2005455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2005454.875000 Penalty: 4830.936523
	Iteration 82Q: 3 clusters Score -2005455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2005457.125000 Penalty: 4830.936523
	Iteration 83Q: 3 clusters Score -2005457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2005457.125000 Penalty: 4830.936523
	Iteration 84F: 3 clusters Score -2005457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Entering Unmasked Estep 
Score: -2788787.250000 Penalty: 2498.986328
	Iteration 0F: 2 clusters Score -2788787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2772301.250000 Penalty: 4997.972656
	Iteration 0F: 3 clusters Score -2772301 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2778180.250000 Penalty: 4997.972656
	Iteration 1F: 3 clusters Score -2778180 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2779008.500000 Penalty: 4997.972656
	Iteration 2F: 3 clusters Score -2779008 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2779878.000000 Penalty: 4997.972656
	Iteration 3F: 3 clusters Score -2779878 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2780828.500000 Penalty: 4997.972656
	Iteration 4F: 3 clusters Score -2780828 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2781956.000000 Penalty: 4997.972656
	Iteration 5F: 3 clusters Score -2781956 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2783400.750000 Penalty: 4997.972656
	Iteration 6F: 3 clusters Score -2783401 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2784810.250000 Penalty: 4997.972656
	Iteration 7F: 3 clusters Score -2784810 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2785802.000000 Penalty: 4997.972656
	Iteration 8Q: 3 clusters Score -2785802 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2786277.750000 Penalty: 4997.972656
	Iteration 9Q: 3 clusters Score -2786278 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2786504.250000 Penalty: 4997.972656
	Iteration 10Q: 3 clusters Score -2786504 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2786639.500000 Penalty: 4997.972656
	Iteration 11Q: 3 clusters Score -2786640 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2786740.000000 Penalty: 4997.972656
	Iteration 12Q: 3 clusters Score -2786740 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2786810.000000 Penalty: 4997.972656
	Iteration 13Q: 3 clusters Score -2786810 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2786869.750000 Penalty: 4997.972656
	Iteration 14Q: 3 clusters Score -2786870 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2786922.000000 Penalty: 4997.972656
	Iteration 15Q: 3 clusters Score -2786922 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2786971.000000 Penalty: 4997.972656
	Iteration 16Q: 3 clusters Score -2786971 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2787009.500000 Penalty: 4997.972656
	Iteration 17Q: 3 clusters Score -2787010 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2787033.750000 Penalty: 4997.972656
	Iteration 18Q: 3 clusters Score -2787034 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2787069.500000 Penalty: 4997.972656
	Iteration 19Q: 3 clusters Score -2787070 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2787108.500000 Penalty: 4997.972656
	Iteration 20F: 3 clusters Score -2787108 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2787145.750000 Penalty: 4997.972656
	Iteration 21Q: 3 clusters Score -2787146 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2787163.750000 Penalty: 4997.972656
	Iteration 22Q: 3 clusters Score -2787164 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2787198.000000 Penalty: 4997.972656
	Iteration 23Q: 3 clusters Score -2787198 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2787219.000000 Penalty: 4997.972656
	Iteration 24Q: 3 clusters Score -2787219 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2787239.500000 Penalty: 4997.972656
	Iteration 25Q: 3 clusters Score -2787240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2787270.250000 Penalty: 4997.972656
	Iteration 26Q: 3 clusters Score -2787270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2787298.500000 Penalty: 4997.972656
	Iteration 27Q: 3 clusters Score -2787298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2787320.250000 Penalty: 4997.972656
	Iteration 28Q: 3 clusters Score -2787320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2787343.750000 Penalty: 4997.972656
	Iteration 29Q: 3 clusters Score -2787344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2787366.000000 Penalty: 4997.972656
	Iteration 30Q: 3 clusters Score -2787366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2787388.000000 Penalty: 4997.972656
	Iteration 31Q: 3 clusters Score -2787388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2787405.250000 Penalty: 4997.972656
	Iteration 32Q: 3 clusters Score -2787405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2787411.500000 Penalty: 4997.972656
	Iteration 33Q: 3 clusters Score -2787412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2787428.750000 Penalty: 4997.972656
	Iteration 34Q: 3 clusters Score -2787429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2787431.250000 Penalty: 4997.972656
	Iteration 35Q: 3 clusters Score -2787431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2787440.000000 Penalty: 4997.972656
	Iteration 36Q: 3 clusters Score -2787440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2787438.250000 Penalty: 4997.972656
	Iteration 37Q: 3 clusters Score -2787438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2787442.500000 Penalty: 4997.972656
	Iteration 38Q: 3 clusters Score -2787442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2787446.750000 Penalty: 4997.972656
	Iteration 39Q: 3 clusters Score -2787447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2787443.250000 Penalty: 4997.972656
	Iteration 40F: 3 clusters Score -2787443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2787445.000000 Penalty: 4997.972656
	Iteration 41Q: 3 clusters Score -2787445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2787451.500000 Penalty: 4997.972656
	Iteration 42Q: 3 clusters Score -2787452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2787448.750000 Penalty: 4997.972656
	Iteration 43Q: 3 clusters Score -2787449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2787448.750000 Penalty: 4997.972656
	Iteration 44Q: 3 clusters Score -2787449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2787449.000000 Penalty: 4997.972656
	Iteration 45Q: 3 clusters Score -2787449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2787447.000000 Penalty: 4997.972656
	Iteration 46Q: 3 clusters Score -2787447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2787447.000000 Penalty: 4997.972656
	Iteration 47F: 3 clusters Score -2787447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Entering Unmasked Estep 
Score: -2285991.000000 Penalty: 2447.332031
	Iteration 0F: 2 clusters Score -2285991 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 9750 members 
Entering Unmasked Estep 
Score: -2272358.750000 Penalty: 4894.664062
	Iteration 0F: 3 clusters Score -2272359 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2276927.000000 Penalty: 4894.664062
	Iteration 1F: 3 clusters Score -2276927 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2277309.250000 Penalty: 4894.664062
	Iteration 2F: 3 clusters Score -2277309 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2277636.750000 Penalty: 4894.664062
	Iteration 3Q: 3 clusters Score -2277637 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2277950.250000 Penalty: 4894.664062
	Iteration 4Q: 3 clusters Score -2277950 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2278286.000000 Penalty: 4894.664062
	Iteration 5Q: 3 clusters Score -2278286 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2278611.500000 Penalty: 4894.664062
	Iteration 6Q: 3 clusters Score -2278612 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2278947.000000 Penalty: 4894.664062
	Iteration 7Q: 3 clusters Score -2278947 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2279305.250000 Penalty: 4894.664062
	Iteration 8Q: 3 clusters Score -2279305 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2279726.000000 Penalty: 4894.664062
	Iteration 9Q: 3 clusters Score -2279726 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2280170.750000 Penalty: 4894.664062
	Iteration 10Q: 3 clusters Score -2280171 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2280687.250000 Penalty: 4894.664062
	Iteration 11Q: 3 clusters Score -2280687 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2281177.000000 Penalty: 4894.664062
	Iteration 12Q: 3 clusters Score -2281177 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2281659.000000 Penalty: 4894.664062
	Iteration 13Q: 3 clusters Score -2281659 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2282049.500000 Penalty: 4894.664062
	Iteration 14Q: 3 clusters Score -2282050 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2282309.500000 Penalty: 4894.664062
	Iteration 15Q: 3 clusters Score -2282310 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2282471.500000 Penalty: 4894.664062
	Iteration 16Q: 3 clusters Score -2282472 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2282548.250000 Penalty: 4894.664062
	Iteration 17Q: 3 clusters Score -2282548 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2282593.750000 Penalty: 4894.664062
	Iteration 18Q: 3 clusters Score -2282594 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2282627.500000 Penalty: 4894.664062
	Iteration 19Q: 3 clusters Score -2282628 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2282648.500000 Penalty: 4894.664062
	Iteration 20F: 3 clusters Score -2282648 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2282678.000000 Penalty: 4894.664062
	Iteration 21Q: 3 clusters Score -2282678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2282691.250000 Penalty: 4894.664062
	Iteration 22Q: 3 clusters Score -2282691 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2282702.250000 Penalty: 4894.664062
	Iteration 23Q: 3 clusters Score -2282702 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2282725.500000 Penalty: 4894.664062
	Iteration 24Q: 3 clusters Score -2282726 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2282742.750000 Penalty: 4894.664062
	Iteration 25Q: 3 clusters Score -2282743 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2282747.250000 Penalty: 4894.664062
	Iteration 26Q: 3 clusters Score -2282747 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2282767.000000 Penalty: 4894.664062
	Iteration 27Q: 3 clusters Score -2282767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2282776.250000 Penalty: 4894.664062
	Iteration 28Q: 3 clusters Score -2282776 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2282785.000000 Penalty: 4894.664062
	Iteration 29Q: 3 clusters Score -2282785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2282797.750000 Penalty: 4894.664062
	Iteration 30Q: 3 clusters Score -2282798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2282812.250000 Penalty: 4894.664062
	Iteration 31Q: 3 clusters Score -2282812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2282825.000000 Penalty: 4894.664062
	Iteration 32Q: 3 clusters Score -2282825 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2282821.500000 Penalty: 4894.664062
	Iteration 33Q: 3 clusters Score -2282822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2282837.750000 Penalty: 4894.664062
	Iteration 34Q: 3 clusters Score -2282838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2282847.250000 Penalty: 4894.664062
	Iteration 35Q: 3 clusters Score -2282847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2282853.500000 Penalty: 4894.664062
	Iteration 36Q: 3 clusters Score -2282854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2282857.750000 Penalty: 4894.664062
	Iteration 37Q: 3 clusters Score -2282858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2282856.750000 Penalty: 4894.664062
	Iteration 38Q: 3 clusters Score -2282857 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2282855.750000 Penalty: 4894.664062
	Iteration 39Q: 3 clusters Score -2282856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2282861.500000 Penalty: 4894.664062
	Iteration 40F: 3 clusters Score -2282862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2282865.500000 Penalty: 4894.664062
	Iteration 41Q: 3 clusters Score -2282866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2282868.000000 Penalty: 4894.664062
	Iteration 42Q: 3 clusters Score -2282868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2282873.250000 Penalty: 4894.664062
	Iteration 43Q: 3 clusters Score -2282873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2282874.750000 Penalty: 4894.664062
	Iteration 44Q: 3 clusters Score -2282875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2282877.750000 Penalty: 4894.664062
	Iteration 45Q: 3 clusters Score -2282878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2282873.250000 Penalty: 4894.664062
	Iteration 46Q: 3 clusters Score -2282873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2282881.500000 Penalty: 4894.664062
	Iteration 47Q: 3 clusters Score -2282882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2282896.000000 Penalty: 4894.664062
	Iteration 48Q: 3 clusters Score -2282896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2282897.250000 Penalty: 4894.664062
	Iteration 49Q: 3 clusters Score -2282897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2282903.000000 Penalty: 4894.664062
	Iteration 50Q: 3 clusters Score -2282903 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2282907.500000 Penalty: 4894.664062
	Iteration 51Q: 3 clusters Score -2282908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2282918.750000 Penalty: 4894.664062
	Iteration 52Q: 3 clusters Score -2282919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2282926.750000 Penalty: 4894.664062
	Iteration 53Q: 3 clusters Score -2282927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2282925.500000 Penalty: 4894.664062
	Iteration 54Q: 3 clusters Score -2282926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2282923.250000 Penalty: 4894.664062
	Iteration 55Q: 3 clusters Score -2282923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2282936.500000 Penalty: 4894.664062
	Iteration 56Q: 3 clusters Score -2282936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2282941.500000 Penalty: 4894.664062
	Iteration 57Q: 3 clusters Score -2282942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2282950.250000 Penalty: 4894.664062
	Iteration 58Q: 3 clusters Score -2282950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2282952.250000 Penalty: 4894.664062
	Iteration 59Q: 3 clusters Score -2282952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2282961.000000 Penalty: 4894.664062
	Iteration 60F: 3 clusters Score -2282961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2282959.250000 Penalty: 4894.664062
	Iteration 61Q: 3 clusters Score -2282959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2282971.000000 Penalty: 4894.664062
	Iteration 62Q: 3 clusters Score -2282971 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2282980.000000 Penalty: 4894.664062
	Iteration 63Q: 3 clusters Score -2282980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2282975.500000 Penalty: 4894.664062
	Iteration 64Q: 3 clusters Score -2282976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2282989.000000 Penalty: 4894.664062
	Iteration 65Q: 3 clusters Score -2282989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2282985.000000 Penalty: 4894.664062
	Iteration 66Q: 3 clusters Score -2282985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2282991.750000 Penalty: 4894.664062
	Iteration 67Q: 3 clusters Score -2282992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2282997.000000 Penalty: 4894.664062
	Iteration 68Q: 3 clusters Score -2282997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2283000.250000 Penalty: 4894.664062
	Iteration 69Q: 3 clusters Score -2283000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2283009.750000 Penalty: 4894.664062
	Iteration 70Q: 3 clusters Score -2283010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2283012.000000 Penalty: 4894.664062
	Iteration 71Q: 3 clusters Score -2283012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2283020.250000 Penalty: 4894.664062
	Iteration 72Q: 3 clusters Score -2283020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2283027.500000 Penalty: 4894.664062
	Iteration 73Q: 3 clusters Score -2283028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2283030.250000 Penalty: 4894.664062
	Iteration 74Q: 3 clusters Score -2283030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2283044.500000 Penalty: 4894.664062
	Iteration 75Q: 3 clusters Score -2283044 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2283053.500000 Penalty: 4894.664062
	Iteration 76Q: 3 clusters Score -2283054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2283067.250000 Penalty: 4894.664062
	Iteration 77Q: 3 clusters Score -2283067 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2283091.500000 Penalty: 4894.664062
	Iteration 78Q: 3 clusters Score -2283092 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2283100.250000 Penalty: 4894.664062
	Iteration 79Q: 3 clusters Score -2283100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2283120.750000 Penalty: 4894.664062
	Iteration 80F: 3 clusters Score -2283121 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2283135.750000 Penalty: 4894.664062
	Iteration 81Q: 3 clusters Score -2283136 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2283150.000000 Penalty: 4894.664062
	Iteration 82Q: 3 clusters Score -2283150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2283165.500000 Penalty: 4894.664062
	Iteration 83Q: 3 clusters Score -2283166 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2283184.250000 Penalty: 4894.664062
	Iteration 84Q: 3 clusters Score -2283184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2283203.500000 Penalty: 4894.664062
	Iteration 85Q: 3 clusters Score -2283204 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2283212.000000 Penalty: 4894.664062
	Iteration 86Q: 3 clusters Score -2283212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2283226.000000 Penalty: 4894.664062
	Iteration 87Q: 3 clusters Score -2283226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2283246.000000 Penalty: 4894.664062
	Iteration 88Q: 3 clusters Score -2283246 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2283267.250000 Penalty: 4894.664062
	Iteration 89Q: 3 clusters Score -2283267 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2283286.000000 Penalty: 4894.664062
	Iteration 90Q: 3 clusters Score -2283286 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2283308.750000 Penalty: 4894.664062
	Iteration 91Q: 3 clusters Score -2283309 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2283350.500000 Penalty: 4894.664062
	Iteration 92Q: 3 clusters Score -2283350 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2283370.750000 Penalty: 4894.664062
	Iteration 93Q: 3 clusters Score -2283371 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2283409.000000 Penalty: 4894.664062
	Iteration 94Q: 3 clusters Score -2283409 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2283435.250000 Penalty: 4894.664062
	Iteration 95Q: 3 clusters Score -2283435 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2283452.500000 Penalty: 4894.664062
	Iteration 96Q: 3 clusters Score -2283452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2283473.500000 Penalty: 4894.664062
	Iteration 97Q: 3 clusters Score -2283474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2283502.250000 Penalty: 4894.664062
	Iteration 98Q: 3 clusters Score -2283502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2283513.000000 Penalty: 4894.664062
	Iteration 99Q: 3 clusters Score -2283513 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2283527.750000 Penalty: 4894.664062
	Iteration 100F: 3 clusters Score -2283528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2283537.000000 Penalty: 4894.664062
	Iteration 101Q: 3 clusters Score -2283537 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2283564.250000 Penalty: 4894.664062
	Iteration 102Q: 3 clusters Score -2283564 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2283592.500000 Penalty: 4894.664062
	Iteration 103Q: 3 clusters Score -2283592 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2283621.250000 Penalty: 4894.664062
	Iteration 104Q: 3 clusters Score -2283621 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2283650.000000 Penalty: 4894.664062
	Iteration 105Q: 3 clusters Score -2283650 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2283670.500000 Penalty: 4894.664062
	Iteration 106Q: 3 clusters Score -2283670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2283676.750000 Penalty: 4894.664062
	Iteration 107Q: 3 clusters Score -2283677 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2283695.750000 Penalty: 4894.664062
	Iteration 108Q: 3 clusters Score -2283696 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2283721.500000 Penalty: 4894.664062
	Iteration 109Q: 3 clusters Score -2283722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2283737.000000 Penalty: 4894.664062
	Iteration 110Q: 3 clusters Score -2283737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2283743.750000 Penalty: 4894.664062
	Iteration 111Q: 3 clusters Score -2283744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2283757.500000 Penalty: 4894.664062
	Iteration 112Q: 3 clusters Score -2283758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2283760.750000 Penalty: 4894.664062
	Iteration 113Q: 3 clusters Score -2283761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2283768.500000 Penalty: 4894.664062
	Iteration 114Q: 3 clusters Score -2283768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2283774.750000 Penalty: 4894.664062
	Iteration 115Q: 3 clusters Score -2283775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2283772.250000 Penalty: 4894.664062
	Iteration 116Q: 3 clusters Score -2283772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2283781.500000 Penalty: 4894.664062
	Iteration 117Q: 3 clusters Score -2283782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2283777.750000 Penalty: 4894.664062
	Iteration 118Q: 3 clusters Score -2283778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2283787.500000 Penalty: 4894.664062
	Iteration 119Q: 3 clusters Score -2283788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2283784.000000 Penalty: 4894.664062
	Iteration 120F: 3 clusters Score -2283784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2283783.750000 Penalty: 4894.664062
	Iteration 121Q: 3 clusters Score -2283784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2283790.500000 Penalty: 4894.664062
	Iteration 122Q: 3 clusters Score -2283790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2283793.250000 Penalty: 4894.664062
	Iteration 123Q: 3 clusters Score -2283793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2283797.250000 Penalty: 4894.664062
	Iteration 124Q: 3 clusters Score -2283797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2283800.250000 Penalty: 4894.664062
	Iteration 125Q: 3 clusters Score -2283800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2283803.750000 Penalty: 4894.664062
	Iteration 126Q: 3 clusters Score -2283804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2283805.750000 Penalty: 4894.664062
	Iteration 127Q: 3 clusters Score -2283806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2283806.750000 Penalty: 4894.664062
	Iteration 128Q: 3 clusters Score -2283807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2283807.750000 Penalty: 4894.664062
	Iteration 129Q: 3 clusters Score -2283808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2283807.000000 Penalty: 4894.664062
	Iteration 130Q: 3 clusters Score -2283807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2283810.000000 Penalty: 4894.664062
	Iteration 131Q: 3 clusters Score -2283810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2283810.750000 Penalty: 4894.664062
	Iteration 132Q: 3 clusters Score -2283811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2283810.250000 Penalty: 4894.664062
	Iteration 133Q: 3 clusters Score -2283810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2283813.750000 Penalty: 4894.664062
	Iteration 134Q: 3 clusters Score -2283814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2283813.500000 Penalty: 4894.664062
	Iteration 135Q: 3 clusters Score -2283814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2283820.000000 Penalty: 4894.664062
	Iteration 136Q: 3 clusters Score -2283820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2283820.500000 Penalty: 4894.664062
	Iteration 137Q: 3 clusters Score -2283820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2283819.750000 Penalty: 4894.664062
	Iteration 138Q: 3 clusters Score -2283820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2283821.750000 Penalty: 4894.664062
	Iteration 139Q: 3 clusters Score -2283822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2283822.750000 Penalty: 4894.664062
	Iteration 140F: 3 clusters Score -2283823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2283819.250000 Penalty: 4894.664062
	Iteration 141Q: 3 clusters Score -2283819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2283823.750000 Penalty: 4894.664062
	Iteration 142Q: 3 clusters Score -2283824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2283824.250000 Penalty: 4894.664062
	Iteration 143Q: 3 clusters Score -2283824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2283823.750000 Penalty: 4894.664062
	Iteration 144Q: 3 clusters Score -2283824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2283820.750000 Penalty: 4894.664062
	Iteration 145Q: 3 clusters Score -2283821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2283822.750000 Penalty: 4894.664062
	Iteration 146Q: 3 clusters Score -2283823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2283823.500000 Penalty: 4894.664062
	Iteration 147Q: 3 clusters Score -2283824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2283823.500000 Penalty: 4894.664062
	Iteration 148F: 3 clusters Score -2283824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (256614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256614 members 
Entering Unmasked Estep 
Score: -29730900.000000 Penalty: 3088.921387
	Iteration 0F: 2 clusters Score -2.97309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128215 members 
Mstep: Class 2 contains 128399 members 
Entering Unmasked Estep 
Score: -29566668.000000 Penalty: 6177.842773
	Iteration 0F: 3 clusters Score -2.956667e+07 nChanged 124021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127460 members 
Mstep: Class 2 contains 129154 members 
Entering Unmasked Estep 
Score: -29639252.000000 Penalty: 6177.842773
	Iteration 1F: 3 clusters Score -2.963925e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127001 members 
Mstep: Class 2 contains 129613 members 
Entering Unmasked Estep 
Score: -29640258.000000 Penalty: 6177.842773
	Iteration 2Q: 3 clusters Score -2.964026e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126362 members 
Mstep: Class 2 contains 130252 members 
Entering Unmasked Estep 
Score: -29641404.000000 Penalty: 6177.842773
	Iteration 3Q: 3 clusters Score -2.96414e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125207 members 
Mstep: Class 2 contains 131407 members 
Entering Unmasked Estep 
Score: -29642658.000000 Penalty: 6177.842773
	Iteration 4Q: 3 clusters Score -2.964266e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123365 members 
Mstep: Class 2 contains 133249 members 
Entering Unmasked Estep 
Score: -29644370.000000 Penalty: 6177.842773
	Iteration 5Q: 3 clusters Score -2.964437e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120395 members 
Mstep: Class 2 contains 136219 members 
Entering Unmasked Estep 
Score: -29646692.000000 Penalty: 6177.842773
	Iteration 6Q: 3 clusters Score -2.964669e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116029 members 
Mstep: Class 2 contains 140585 members 
Entering Unmasked Estep 
Score: -29650504.000000 Penalty: 6177.842773
	Iteration 7Q: 3 clusters Score -2.96505e+07 nChanged 11387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110010 members 
Mstep: Class 2 contains 146604 members 
Entering Unmasked Estep 
Score: -29656326.000000 Penalty: 6177.842773
	Iteration 8Q: 3 clusters Score -2.965633e+07 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 154426 members 
Entering Unmasked Estep 
Score: -29665020.000000 Penalty: 6177.842773
	Iteration 9F: 3 clusters Score -2.966502e+07 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 163196 members 
Entering Unmasked Estep 
Score: -29676096.000000 Penalty: 6177.842773
	Iteration 10F: 3 clusters Score -2.96761e+07 nChanged 15701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 171341 members 
Entering Unmasked Estep 
Score: -29687096.000000 Penalty: 6177.842773
	Iteration 11F: 3 clusters Score -2.96871e+07 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 177791 members 
Entering Unmasked Estep 
Score: -29694930.000000 Penalty: 6177.842773
	Iteration 12F: 3 clusters Score -2.969493e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 183029 members 
Entering Unmasked Estep 
Score: -29699146.000000 Penalty: 6177.842773
	Iteration 13Q: 3 clusters Score -2.969915e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 187526 members 
Entering Unmasked Estep 
Score: -29701418.000000 Penalty: 6177.842773
	Iteration 14Q: 3 clusters Score -2.970142e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 191699 members 
Entering Unmasked Estep 
Score: -29703006.000000 Penalty: 6177.842773
	Iteration 15Q: 3 clusters Score -2.970301e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 195691 members 
Entering Unmasked Estep 
Score: -29704422.000000 Penalty: 6177.842773
	Iteration 16Q: 3 clusters Score -2.970442e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 199737 members 
Entering Unmasked Estep 
Score: -29705562.000000 Penalty: 6177.842773
	Iteration 17Q: 3 clusters Score -2.970556e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 203807 members 
Entering Unmasked Estep 
Score: -29706834.000000 Penalty: 6177.842773
	Iteration 18Q: 3 clusters Score -2.970683e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 207885 members 
Entering Unmasked Estep 
Score: -29708140.000000 Penalty: 6177.842773
	Iteration 19Q: 3 clusters Score -2.970814e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 211998 members 
Entering Unmasked Estep 
Score: -29709484.000000 Penalty: 6177.842773
	Iteration 20F: 3 clusters Score -2.970948e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 215960 members 
Entering Unmasked Estep 
Score: -29710632.000000 Penalty: 6177.842773
	Iteration 21Q: 3 clusters Score -2.971063e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 219886 members 
Entering Unmasked Estep 
Score: -29711936.000000 Penalty: 6177.842773
	Iteration 22Q: 3 clusters Score -2.971194e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 223704 members 
Entering Unmasked Estep 
Score: -29713558.000000 Penalty: 6177.842773
	Iteration 23Q: 3 clusters Score -2.971356e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 227383 members 
Entering Unmasked Estep 
Score: -29714954.000000 Penalty: 6177.842773
	Iteration 24Q: 3 clusters Score -2.971495e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 230861 members 
Entering Unmasked Estep 
Score: -29716466.000000 Penalty: 6177.842773
	Iteration 25Q: 3 clusters Score -2.971647e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 234144 members 
Entering Unmasked Estep 
Score: -29717866.000000 Penalty: 6177.842773
	Iteration 26Q: 3 clusters Score -2.971787e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 237133 members 
Entering Unmasked Estep 
Score: -29719264.000000 Penalty: 6177.842773
	Iteration 27Q: 3 clusters Score -2.971926e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 239923 members 
Entering Unmasked Estep 
Score: -29720556.000000 Penalty: 6177.842773
	Iteration 28Q: 3 clusters Score -2.972056e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 242371 members 
Entering Unmasked Estep 
Score: -29721708.000000 Penalty: 6177.842773
	Iteration 29Q: 3 clusters Score -2.972171e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 244542 members 
Entering Unmasked Estep 
Score: -29722746.000000 Penalty: 6177.842773
	Iteration 30Q: 3 clusters Score -2.972275e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 246460 members 
Entering Unmasked Estep 
Score: -29723862.000000 Penalty: 6177.842773
	Iteration 31Q: 3 clusters Score -2.972386e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 248152 members 
Entering Unmasked Estep 
Score: -29724734.000000 Penalty: 6177.842773
	Iteration 32Q: 3 clusters Score -2.972473e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 249521 members 
Entering Unmasked Estep 
Score: -29725422.000000 Penalty: 6177.842773
	Iteration 33Q: 3 clusters Score -2.972542e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 250621 members 
Entering Unmasked Estep 
Score: -29725860.000000 Penalty: 6177.842773
	Iteration 34Q: 3 clusters Score -2.972586e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 251547 members 
Entering Unmasked Estep 
Score: -29726302.000000 Penalty: 6177.842773
	Iteration 35Q: 3 clusters Score -2.97263e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 252268 members 
Entering Unmasked Estep 
Score: -29726730.000000 Penalty: 6177.842773
	Iteration 36Q: 3 clusters Score -2.972673e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 252880 members 
Entering Unmasked Estep 
Score: -29727064.000000 Penalty: 6177.842773
	Iteration 37Q: 3 clusters Score -2.972706e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 253407 members 
Entering Unmasked Estep 
Score: -29727288.000000 Penalty: 6177.842773
	Iteration 38Q: 3 clusters Score -2.972729e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 253801 members 
Entering Unmasked Estep 
Score: -29727450.000000 Penalty: 6177.842773
	Iteration 39Q: 3 clusters Score -2.972745e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 254092 members 
Entering Unmasked Estep 
Score: -29727590.000000 Penalty: 6177.842773
	Iteration 40F: 3 clusters Score -2.972759e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 254345 members 
Entering Unmasked Estep 
Score: -29727704.000000 Penalty: 6177.842773
	Iteration 41Q: 3 clusters Score -2.97277e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 254520 members 
Entering Unmasked Estep 
Score: -29727804.000000 Penalty: 6177.842773
	Iteration 42Q: 3 clusters Score -2.97278e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 254676 members 
Entering Unmasked Estep 
Score: -29727858.000000 Penalty: 6177.842773
	Iteration 43Q: 3 clusters Score -2.972786e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 254788 members 
Entering Unmasked Estep 
Score: -29727926.000000 Penalty: 6177.842773
	Iteration 44Q: 3 clusters Score -2.972793e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 254882 members 
Entering Unmasked Estep 
Score: -29727986.000000 Penalty: 6177.842773
	Iteration 45Q: 3 clusters Score -2.972799e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 254976 members 
Entering Unmasked Estep 
Score: -29728042.000000 Penalty: 6177.842773
	Iteration 46Q: 3 clusters Score -2.972804e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 255061 members 
Entering Unmasked Estep 
Score: -29728134.000000 Penalty: 6177.842773
	Iteration 47Q: 3 clusters Score -2.972813e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 255138 members 
Entering Unmasked Estep 
Score: -29728160.000000 Penalty: 6177.842773
	Iteration 48Q: 3 clusters Score -2.972816e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 255192 members 
Entering Unmasked Estep 
Score: -29728178.000000 Penalty: 6177.842773
	Iteration 49Q: 3 clusters Score -2.972818e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 255229 members 
Entering Unmasked Estep 
Score: -29728174.000000 Penalty: 6177.842773
	Iteration 50Q: 3 clusters Score -2.972817e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 255260 members 
Entering Unmasked Estep 
Score: -29728190.000000 Penalty: 6177.842773
	Iteration 51Q: 3 clusters Score -2.972819e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 255279 members 
Entering Unmasked Estep 
Score: -29728194.000000 Penalty: 6177.842773
	Iteration 52Q: 3 clusters Score -2.972819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 255299 members 
Entering Unmasked Estep 
Score: -29728172.000000 Penalty: 6177.842773
	Iteration 53Q: 3 clusters Score -2.972817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 255316 members 
Entering Unmasked Estep 
Score: -29728192.000000 Penalty: 6177.842773
	Iteration 54Q: 3 clusters Score -2.972819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 255330 members 
Entering Unmasked Estep 
Score: -29728208.000000 Penalty: 6177.842773
	Iteration 55Q: 3 clusters Score -2.972821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 255340 members 
Entering Unmasked Estep 
Score: -29728192.000000 Penalty: 6177.842773
	Iteration 56Q: 3 clusters Score -2.972819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 255348 members 
Entering Unmasked Estep 
Score: -29728188.000000 Penalty: 6177.842773
	Iteration 57Q: 3 clusters Score -2.972819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 255354 members 
Entering Unmasked Estep 
Score: -29728208.000000 Penalty: 6177.842773
	Iteration 58Q: 3 clusters Score -2.972821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 255359 members 
Entering Unmasked Estep 
Score: -29728202.000000 Penalty: 6177.842773
	Iteration 59Q: 3 clusters Score -2.97282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 255367 members 
Entering Unmasked Estep 
Score: -29728230.000000 Penalty: 6177.842773
	Iteration 60F: 3 clusters Score -2.972823e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 255382 members 
Entering Unmasked Estep 
Score: -29728230.000000 Penalty: 6177.842773
	Iteration 61Q: 3 clusters Score -2.972823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 255397 members 
Entering Unmasked Estep 
Score: -29728254.000000 Penalty: 6177.842773
	Iteration 62Q: 3 clusters Score -2.972825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 255410 members 
Entering Unmasked Estep 
Score: -29728248.000000 Penalty: 6177.842773
	Iteration 63Q: 3 clusters Score -2.972825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 255427 members 
Entering Unmasked Estep 
Score: -29728242.000000 Penalty: 6177.842773
	Iteration 64Q: 3 clusters Score -2.972824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 255432 members 
Entering Unmasked Estep 
Score: -29728274.000000 Penalty: 6177.842773
	Iteration 65Q: 3 clusters Score -2.972827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 255441 members 
Entering Unmasked Estep 
Score: -29728290.000000 Penalty: 6177.842773
	Iteration 66Q: 3 clusters Score -2.972829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 255445 members 
Entering Unmasked Estep 
Score: -29728274.000000 Penalty: 6177.842773
	Iteration 67Q: 3 clusters Score -2.972827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 255459 members 
Entering Unmasked Estep 
Score: -29728288.000000 Penalty: 6177.842773
	Iteration 68Q: 3 clusters Score -2.972829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 255466 members 
Entering Unmasked Estep 
Score: -29728298.000000 Penalty: 6177.842773
	Iteration 69Q: 3 clusters Score -2.97283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 255471 members 
Entering Unmasked Estep 
Score: -29728308.000000 Penalty: 6177.842773
	Iteration 70Q: 3 clusters Score -2.972831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 255474 members 
Entering Unmasked Estep 
Score: -29728306.000000 Penalty: 6177.842773
	Iteration 71Q: 3 clusters Score -2.972831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 255476 members 
Entering Unmasked Estep 
Score: -29728308.000000 Penalty: 6177.842773
	Iteration 72Q: 3 clusters Score -2.972831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 255480 members 
Entering Unmasked Estep 
Score: -29728294.000000 Penalty: 6177.842773
	Iteration 73Q: 3 clusters Score -2.972829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 255485 members 
Entering Unmasked Estep 
Score: -29728312.000000 Penalty: 6177.842773
	Iteration 74Q: 3 clusters Score -2.972831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 255488 members 
Entering Unmasked Estep 
Score: -29728328.000000 Penalty: 6177.842773
	Iteration 75Q: 3 clusters Score -2.972833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 255489 members 
Entering Unmasked Estep 
Score: -29728316.000000 Penalty: 6177.842773
	Iteration 76Q: 3 clusters Score -2.972832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 255491 members 
Entering Unmasked Estep 
Score: -29728322.000000 Penalty: 6177.842773
	Iteration 77Q: 3 clusters Score -2.972832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 255492 members 
Entering Unmasked Estep 
Score: -29728332.000000 Penalty: 6177.842773
	Iteration 78Q: 3 clusters Score -2.972833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 255496 members 
Entering Unmasked Estep 
Score: -29728312.000000 Penalty: 6177.842773
	Iteration 79Q: 3 clusters Score -2.972831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 255501 members 
Entering Unmasked Estep 
Score: -29728306.000000 Penalty: 6177.842773
	Iteration 80F: 3 clusters Score -2.972831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 255506 members 
Entering Unmasked Estep 
Score: -29728314.000000 Penalty: 6177.842773
	Iteration 81Q: 3 clusters Score -2.972831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 255509 members 
Entering Unmasked Estep 
Score: -29728316.000000 Penalty: 6177.842773
	Iteration 82Q: 3 clusters Score -2.972832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 255512 members 
Entering Unmasked Estep 
Score: -29728308.000000 Penalty: 6177.842773
	Iteration 83Q: 3 clusters Score -2.972831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 255514 members 
Entering Unmasked Estep 
Score: -29728312.000000 Penalty: 6177.842773
	Iteration 84Q: 3 clusters Score -2.972831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 255515 members 
Entering Unmasked Estep 
Score: -29728312.000000 Penalty: 6177.842773
	Iteration 85Q: 3 clusters Score -2.972831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 255515 members 
Entering Unmasked Estep 
Score: -29728312.000000 Penalty: 6177.842773
	Iteration 86F: 3 clusters Score -2.972831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Entering Unmasked Estep 
Score: -8321752.000000 Penalty: 2768.332275
	Iteration 0F: 2 clusters Score -8321752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -8274743.500000 Penalty: 5536.664551
	Iteration 0F: 3 clusters Score -8274744 nChanged 32786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -8293292.500000 Penalty: 5536.664551
	Iteration 1F: 3 clusters Score -8293292 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -8293991.000000 Penalty: 5536.664551
	Iteration 2Q: 3 clusters Score -8293991 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -8294889.000000 Penalty: 5536.664551
	Iteration 3Q: 3 clusters Score -8294889 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -8296090.500000 Penalty: 5536.664551
	Iteration 4Q: 3 clusters Score -8296090 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -8297998.500000 Penalty: 5536.664551
	Iteration 5F: 3 clusters Score -8297998 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -8301249.500000 Penalty: 5536.664551
	Iteration 6F: 3 clusters Score -8301250 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -8305916.000000 Penalty: 5536.664551
	Iteration 7F: 3 clusters Score -8305916 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -8310910.000000 Penalty: 5536.664551
	Iteration 8F: 3 clusters Score -8310910 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63894 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -8314720.500000 Penalty: 5536.664551
	Iteration 9F: 3 clusters Score -8314720 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -8316898.000000 Penalty: 5536.664551
	Iteration 10Q: 3 clusters Score -8316898 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67176 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8318038.500000 Penalty: 5536.664551
	Iteration 11Q: 3 clusters Score -8318038 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -8318622.500000 Penalty: 5536.664551
	Iteration 12Q: 3 clusters Score -8318622 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8318895.000000 Penalty: 5536.664551
	Iteration 13Q: 3 clusters Score -8318895 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8319048.000000 Penalty: 5536.664551
	Iteration 14Q: 3 clusters Score -8319048 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8319134.500000 Penalty: 5536.664551
	Iteration 15Q: 3 clusters Score -8319134 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8319222.500000 Penalty: 5536.664551
	Iteration 16Q: 3 clusters Score -8319222 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8319254.000000 Penalty: 5536.664551
	Iteration 17Q: 3 clusters Score -8319254 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68806 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8319300.500000 Penalty: 5536.664551
	Iteration 18Q: 3 clusters Score -8319300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8319321.500000 Penalty: 5536.664551
	Iteration 19Q: 3 clusters Score -8319322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8319334.000000 Penalty: 5536.664551
	Iteration 20F: 3 clusters Score -8319334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8319364.500000 Penalty: 5536.664551
	Iteration 21Q: 3 clusters Score -8319364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8319376.500000 Penalty: 5536.664551
	Iteration 22Q: 3 clusters Score -8319376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8319396.000000 Penalty: 5536.664551
	Iteration 23Q: 3 clusters Score -8319396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8319403.000000 Penalty: 5536.664551
	Iteration 24Q: 3 clusters Score -8319403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8319405.500000 Penalty: 5536.664551
	Iteration 25Q: 3 clusters Score -8319406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8319403.500000 Penalty: 5536.664551
	Iteration 26Q: 3 clusters Score -8319404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8319413.500000 Penalty: 5536.664551
	Iteration 27Q: 3 clusters Score -8319414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8319414.500000 Penalty: 5536.664551
	Iteration 28Q: 3 clusters Score -8319414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8319402.500000 Penalty: 5536.664551
	Iteration 29Q: 3 clusters Score -8319402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69123 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8319412.500000 Penalty: 5536.664551
	Iteration 30Q: 3 clusters Score -8319412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69142 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8319424.500000 Penalty: 5536.664551
	Iteration 31Q: 3 clusters Score -8319424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8319410.000000 Penalty: 5536.664551
	Iteration 32Q: 3 clusters Score -8319410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8319416.000000 Penalty: 5536.664551
	Iteration 33Q: 3 clusters Score -8319416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69197 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8319413.000000 Penalty: 5536.664551
	Iteration 34Q: 3 clusters Score -8319413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69201 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8319413.500000 Penalty: 5536.664551
	Iteration 35Q: 3 clusters Score -8319414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8319409.500000 Penalty: 5536.664551
	Iteration 36Q: 3 clusters Score -8319410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8319417.500000 Penalty: 5536.664551
	Iteration 37Q: 3 clusters Score -8319418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8319415.500000 Penalty: 5536.664551
	Iteration 38Q: 3 clusters Score -8319416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8319430.000000 Penalty: 5536.664551
	Iteration 39Q: 3 clusters Score -8319430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8319426.000000 Penalty: 5536.664551
	Iteration 40F: 3 clusters Score -8319426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8319427.500000 Penalty: 5536.664551
	Iteration 41Q: 3 clusters Score -8319428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8319438.000000 Penalty: 5536.664551
	Iteration 42Q: 3 clusters Score -8319438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8319437.000000 Penalty: 5536.664551
	Iteration 43Q: 3 clusters Score -8319437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8319432.000000 Penalty: 5536.664551
	Iteration 44Q: 3 clusters Score -8319432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8319434.000000 Penalty: 5536.664551
	Iteration 45Q: 3 clusters Score -8319434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8319435.000000 Penalty: 5536.664551
	Iteration 46Q: 3 clusters Score -8319435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8319433.000000 Penalty: 5536.664551
	Iteration 47Q: 3 clusters Score -8319433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8319433.000000 Penalty: 5536.664551
	Iteration 48F: 3 clusters Score -8319433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27875 members 
Mstep: Class 6 contains 37074 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 156082 members 
Mstep: Class 10 contains 26263 members 
Mstep: Class 13 contains 16980 members 
Mstep: Class 14 contains 23779 members 
Mstep: Class 15 contains 19308 members 
Mstep: Class 17 contains 256614 members 
Mstep: Class 19 contains 70448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654312.000000 Penalty: 39842.535156
Iteration 119Q: 13 clusters Score -7.465431e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27877 members 
Mstep: Class 6 contains 37058 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 157405 members 
Mstep: Class 10 contains 26238 members 
Mstep: Class 13 contains 16904 members 
Mstep: Class 14 contains 23726 members 
Mstep: Class 15 contains 19283 members 
Mstep: Class 17 contains 256030 members 
Mstep: Class 19 contains 69946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654288.000000 Penalty: 39842.535156
Iteration 120F: 13 clusters Score -7.465429e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27876 members 
Mstep: Class 6 contains 37051 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 158640 members 
Mstep: Class 10 contains 26206 members 
Mstep: Class 13 contains 16831 members 
Mstep: Class 14 contains 23700 members 
Mstep: Class 15 contains 19256 members 
Mstep: Class 17 contains 255511 members 
Mstep: Class 19 contains 69435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654624.000000 Penalty: 39842.535156
Iteration 121Q: 13 clusters Score -7.465462e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27870 members 
Mstep: Class 6 contains 37054 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 159779 members 
Mstep: Class 10 contains 26166 members 
Mstep: Class 13 contains 16769 members 
Mstep: Class 14 contains 23673 members 
Mstep: Class 15 contains 19222 members 
Mstep: Class 17 contains 255056 members 
Mstep: Class 19 contains 68958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654496.000000 Penalty: 39842.535156
Iteration 122Q: 13 clusters Score -7.46545e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27871 members 
Mstep: Class 6 contains 37055 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 160723 members 
Mstep: Class 10 contains 26129 members 
Mstep: Class 13 contains 16696 members 
Mstep: Class 14 contains 23659 members 
Mstep: Class 15 contains 19189 members 
Mstep: Class 17 contains 254742 members 
Mstep: Class 19 contains 68540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654544.000000 Penalty: 39842.535156
Iteration 123Q: 13 clusters Score -7.465454e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27868 members 
Mstep: Class 6 contains 37042 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 161580 members 
Mstep: Class 10 contains 26104 members 
Mstep: Class 13 contains 16632 members 
Mstep: Class 14 contains 23651 members 
Mstep: Class 15 contains 19171 members 
Mstep: Class 17 contains 254467 members 
Mstep: Class 19 contains 68142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654376.000000 Penalty: 39842.535156
Iteration 124Q: 13 clusters Score -7.465438e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27866 members 
Mstep: Class 6 contains 37039 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 162336 members 
Mstep: Class 10 contains 26099 members 
Mstep: Class 13 contains 16581 members 
Mstep: Class 14 contains 23655 members 
Mstep: Class 15 contains 19166 members 
Mstep: Class 17 contains 254196 members 
Mstep: Class 19 contains 67761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654448.000000 Penalty: 39842.535156
Iteration 125Q: 13 clusters Score -7.465445e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27863 members 
Mstep: Class 6 contains 37036 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 162979 members 
Mstep: Class 10 contains 26098 members 
Mstep: Class 13 contains 16542 members 
Mstep: Class 14 contains 23648 members 
Mstep: Class 15 contains 19160 members 
Mstep: Class 17 contains 254007 members 
Mstep: Class 19 contains 67408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654448.000000 Penalty: 39842.535156
Iteration 126Q: 13 clusters Score -7.465445e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27864 members 
Mstep: Class 6 contains 37032 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 163593 members 
Mstep: Class 10 contains 26107 members 
Mstep: Class 13 contains 16491 members 
Mstep: Class 14 contains 23631 members 
Mstep: Class 15 contains 19150 members 
Mstep: Class 17 contains 253856 members 
Mstep: Class 19 contains 67041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654408.000000 Penalty: 39842.535156
Iteration 127Q: 13 clusters Score -7.465441e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27864 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 164233 members 
Mstep: Class 10 contains 26091 members 
Mstep: Class 13 contains 16433 members 
Mstep: Class 14 contains 23619 members 
Mstep: Class 15 contains 19145 members 
Mstep: Class 17 contains 253705 members 
Mstep: Class 19 contains 66694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654480.000000 Penalty: 39842.535156
Iteration 128Q: 13 clusters Score -7.465448e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27861 members 
Mstep: Class 6 contains 37040 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 164797 members 
Mstep: Class 10 contains 26074 members 
Mstep: Class 13 contains 16402 members 
Mstep: Class 14 contains 23604 members 
Mstep: Class 15 contains 19127 members 
Mstep: Class 17 contains 253589 members 
Mstep: Class 19 contains 66373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654384.000000 Penalty: 39842.535156
Iteration 129Q: 13 clusters Score -7.465438e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27864 members 
Mstep: Class 6 contains 37052 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 165299 members 
Mstep: Class 10 contains 26061 members 
Mstep: Class 13 contains 16361 members 
Mstep: Class 14 contains 23603 members 
Mstep: Class 15 contains 19119 members 
Mstep: Class 17 contains 253500 members 
Mstep: Class 19 contains 66078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654400.000000 Penalty: 39842.535156
Iteration 130Q: 13 clusters Score -7.46544e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27865 members 
Mstep: Class 6 contains 37054 members 
Mstep: Class 7 contains 1410 members 
Mstep: Class 8 contains 165736 members 
Mstep: Class 10 contains 26033 members 
Mstep: Class 13 contains 16334 members 
Mstep: Class 14 contains 23591 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 17 contains 253493 members 
Mstep: Class 19 contains 65798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654624.000000 Penalty: 39842.535156
Iteration 131Q: 13 clusters Score -7.465462e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27865 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 166122 members 
Mstep: Class 10 contains 26006 members 
Mstep: Class 13 contains 16306 members 
Mstep: Class 14 contains 23577 members 
Mstep: Class 15 contains 19089 members 
Mstep: Class 17 contains 253476 members 
Mstep: Class 19 contains 65564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654688.000000 Penalty: 39842.535156
Iteration 132Q: 13 clusters Score -7.465469e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27863 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 166366 members 
Mstep: Class 10 contains 25987 members 
Mstep: Class 13 contains 16294 members 
Mstep: Class 14 contains 23573 members 
Mstep: Class 15 contains 19066 members 
Mstep: Class 17 contains 253582 members 
Mstep: Class 19 contains 65333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654736.000000 Penalty: 39842.535156
Iteration 133Q: 13 clusters Score -7.465474e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27866 members 
Mstep: Class 6 contains 37075 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 166518 members 
Mstep: Class 10 contains 25979 members 
Mstep: Class 13 contains 16278 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 19053 members 
Mstep: Class 17 contains 253734 members 
Mstep: Class 19 contains 65112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654768.000000 Penalty: 39842.535156
Iteration 134Q: 13 clusters Score -7.465477e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27866 members 
Mstep: Class 6 contains 37080 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 166585 members 
Mstep: Class 10 contains 25973 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 23567 members 
Mstep: Class 15 contains 19039 members 
Mstep: Class 17 contains 253938 members 
Mstep: Class 19 contains 64938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654744.000000 Penalty: 39842.535156
Iteration 135Q: 13 clusters Score -7.465474e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 5 contains 27867 members 
Mstep: Class 6 contains 37079 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 166607 members 
Mstep: Class 10 contains 25981 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 23575 members 
Mstep: Class 15 contains 19013 members 
Mstep: Class 17 contains 254161 members 
Mstep: Class 19 contains 64762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654688.000000 Penalty: 39842.535156
Iteration 136Q: 13 clusters Score -7.465469e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27870 members 
Mstep: Class 6 contains 37087 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 166570 members 
Mstep: Class 10 contains 25979 members 
Mstep: Class 13 contains 16218 members 
Mstep: Class 14 contains 23571 members 
Mstep: Class 15 contains 18998 members 
Mstep: Class 17 contains 254456 members 
Mstep: Class 19 contains 64580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654704.000000 Penalty: 39842.535156
Iteration 137Q: 13 clusters Score -7.46547e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 5 contains 27871 members 
Mstep: Class 6 contains 37096 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 166423 members 
Mstep: Class 10 contains 25964 members 
Mstep: Class 13 contains 16200 members 
Mstep: Class 14 contains 23577 members 
Mstep: Class 15 contains 18995 members 
Mstep: Class 17 contains 254830 members 
Mstep: Class 19 contains 64416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654736.000000 Penalty: 39842.535156
Iteration 138Q: 13 clusters Score -7.465474e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27868 members 
Mstep: Class 6 contains 37109 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 166232 members 
Mstep: Class 10 contains 25935 members 
Mstep: Class 13 contains 16190 members 
Mstep: Class 14 contains 23584 members 
Mstep: Class 15 contains 18998 members 
Mstep: Class 17 contains 255223 members 
Mstep: Class 19 contains 64265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654696.000000 Penalty: 39842.535156
Iteration 139Q: 13 clusters Score -7.46547e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27870 members 
Mstep: Class 6 contains 37118 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 166045 members 
Mstep: Class 10 contains 25903 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 23583 members 
Mstep: Class 15 contains 18996 members 
Mstep: Class 17 contains 255633 members 
Mstep: Class 19 contains 64106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654768.000000 Penalty: 39842.535156
Iteration 140F: 13 clusters Score -7.465477e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27873 members 
Mstep: Class 6 contains 37139 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 165858 members 
Mstep: Class 10 contains 25879 members 
Mstep: Class 13 contains 16162 members 
Mstep: Class 14 contains 23587 members 
Mstep: Class 15 contains 18982 members 
Mstep: Class 17 contains 256008 members 
Mstep: Class 19 contains 63961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654696.000000 Penalty: 39842.535156
Iteration 141Q: 13 clusters Score -7.46547e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27876 members 
Mstep: Class 6 contains 37156 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 165657 members 
Mstep: Class 10 contains 25859 members 
Mstep: Class 13 contains 16148 members 
Mstep: Class 14 contains 23591 members 
Mstep: Class 15 contains 18972 members 
Mstep: Class 17 contains 256374 members 
Mstep: Class 19 contains 63833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654816.000000 Penalty: 39842.535156
Iteration 142Q: 13 clusters Score -7.465482e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27876 members 
Mstep: Class 6 contains 37177 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 165410 members 
Mstep: Class 10 contains 25853 members 
Mstep: Class 13 contains 16137 members 
Mstep: Class 14 contains 23594 members 
Mstep: Class 15 contains 18962 members 
Mstep: Class 17 contains 256745 members 
Mstep: Class 19 contains 63721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654728.000000 Penalty: 39842.535156
Iteration 143Q: 13 clusters Score -7.465473e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27877 members 
Mstep: Class 6 contains 37189 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 165152 members 
Mstep: Class 10 contains 25839 members 
Mstep: Class 13 contains 16132 members 
Mstep: Class 14 contains 23593 members 
Mstep: Class 15 contains 18958 members 
Mstep: Class 17 contains 257118 members 
Mstep: Class 19 contains 63625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654792.000000 Penalty: 39842.535156
Iteration 144Q: 13 clusters Score -7.465479e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27876 members 
Mstep: Class 6 contains 37201 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 164870 members 
Mstep: Class 10 contains 25823 members 
Mstep: Class 13 contains 16136 members 
Mstep: Class 14 contains 23591 members 
Mstep: Class 15 contains 18954 members 
Mstep: Class 17 contains 257492 members 
Mstep: Class 19 contains 63544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654624.000000 Penalty: 39842.535156
Iteration 145Q: 13 clusters Score -7.465462e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27876 members 
Mstep: Class 6 contains 37205 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 164589 members 
Mstep: Class 10 contains 25809 members 
Mstep: Class 13 contains 16149 members 
Mstep: Class 14 contains 23597 members 
Mstep: Class 15 contains 18939 members 
Mstep: Class 17 contains 257861 members 
Mstep: Class 19 contains 63466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654576.000000 Penalty: 39842.535156
Iteration 146Q: 13 clusters Score -7.465458e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27877 members 
Mstep: Class 6 contains 37208 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 164295 members 
Mstep: Class 10 contains 25798 members 
Mstep: Class 13 contains 16151 members 
Mstep: Class 14 contains 23600 members 
Mstep: Class 15 contains 18932 members 
Mstep: Class 17 contains 258235 members 
Mstep: Class 19 contains 63407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654560.000000 Penalty: 39842.535156
Iteration 147Q: 13 clusters Score -7.465456e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27876 members 
Mstep: Class 6 contains 37216 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 163999 members 
Mstep: Class 10 contains 25791 members 
Mstep: Class 13 contains 16155 members 
Mstep: Class 14 contains 23605 members 
Mstep: Class 15 contains 18932 members 
Mstep: Class 17 contains 258589 members 
Mstep: Class 19 contains 63350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654400.000000 Penalty: 39842.535156
Iteration 148Q: 13 clusters Score -7.46544e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27876 members 
Mstep: Class 6 contains 37224 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 163704 members 
Mstep: Class 10 contains 25787 members 
Mstep: Class 13 contains 16151 members 
Mstep: Class 14 contains 23611 members 
Mstep: Class 15 contains 18939 members 
Mstep: Class 17 contains 258937 members 
Mstep: Class 19 contains 63289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654544.000000 Penalty: 39842.535156
Iteration 149Q: 13 clusters Score -7.465454e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27878 members 
Mstep: Class 6 contains 37226 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 163405 members 
Mstep: Class 10 contains 25784 members 
Mstep: Class 13 contains 16146 members 
Mstep: Class 14 contains 23618 members 
Mstep: Class 15 contains 18939 members 
Mstep: Class 17 contains 259290 members 
Mstep: Class 19 contains 63242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654472.000000 Penalty: 39842.535156
Iteration 150Q: 13 clusters Score -7.465447e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27878 members 
Mstep: Class 6 contains 37232 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 163119 members 
Mstep: Class 10 contains 25781 members 
Mstep: Class 13 contains 16144 members 
Mstep: Class 14 contains 23618 members 
Mstep: Class 15 contains 18948 members 
Mstep: Class 17 contains 259625 members 
Mstep: Class 19 contains 63192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654368.000000 Penalty: 39842.535156
Iteration 151Q: 13 clusters Score -7.465437e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27876 members 
Mstep: Class 6 contains 37244 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 162828 members 
Mstep: Class 10 contains 25779 members 
Mstep: Class 13 contains 16141 members 
Mstep: Class 14 contains 23623 members 
Mstep: Class 15 contains 18949 members 
Mstep: Class 17 contains 259954 members 
Mstep: Class 19 contains 63155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654416.000000 Penalty: 39842.535156
Iteration 152Q: 13 clusters Score -7.465442e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27878 members 
Mstep: Class 6 contains 37246 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 162531 members 
Mstep: Class 10 contains 25775 members 
Mstep: Class 13 contains 16147 members 
Mstep: Class 14 contains 23626 members 
Mstep: Class 15 contains 18944 members 
Mstep: Class 17 contains 260294 members 
Mstep: Class 19 contains 63115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654328.000000 Penalty: 39842.535156
Iteration 153Q: 13 clusters Score -7.465433e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27880 members 
Mstep: Class 6 contains 37258 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 162220 members 
Mstep: Class 10 contains 25778 members 
Mstep: Class 13 contains 16154 members 
Mstep: Class 14 contains 23621 members 
Mstep: Class 15 contains 18938 members 
Mstep: Class 17 contains 260637 members 
Mstep: Class 19 contains 63075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654232.000000 Penalty: 39842.535156
Iteration 154Q: 13 clusters Score -7.465423e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27880 members 
Mstep: Class 6 contains 37267 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 161930 members 
Mstep: Class 10 contains 25771 members 
Mstep: Class 13 contains 16155 members 
Mstep: Class 14 contains 23634 members 
Mstep: Class 15 contains 18939 members 
Mstep: Class 17 contains 260941 members 
Mstep: Class 19 contains 63049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654088.000000 Penalty: 39842.535156
Iteration 155Q: 13 clusters Score -7.465409e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27882 members 
Mstep: Class 6 contains 37282 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 161662 members 
Mstep: Class 10 contains 25770 members 
Mstep: Class 13 contains 16150 members 
Mstep: Class 14 contains 23658 members 
Mstep: Class 15 contains 18937 members 
Mstep: Class 17 contains 261208 members 
Mstep: Class 19 contains 63028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654096.000000 Penalty: 39842.535156
Iteration 156Q: 13 clusters Score -7.46541e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27882 members 
Mstep: Class 6 contains 37288 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 161446 members 
Mstep: Class 10 contains 25769 members 
Mstep: Class 13 contains 16145 members 
Mstep: Class 14 contains 23675 members 
Mstep: Class 15 contains 18933 members 
Mstep: Class 17 contains 261429 members 
Mstep: Class 19 contains 63014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653976.000000 Penalty: 39842.535156
Iteration 157Q: 13 clusters Score -7.465398e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27883 members 
Mstep: Class 6 contains 37289 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 161247 members 
Mstep: Class 10 contains 25778 members 
Mstep: Class 13 contains 16143 members 
Mstep: Class 14 contains 23694 members 
Mstep: Class 15 contains 18930 members 
Mstep: Class 17 contains 261613 members 
Mstep: Class 19 contains 63005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654016.000000 Penalty: 39842.535156
Iteration 158Q: 13 clusters Score -7.465402e+07 nChanged 330
Entering ConstructFrom: 
Score: -74654016.000000 Penalty: 39842.535156
Entering ConstructFrom: 
Trying to split cluster 1 (14450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Entering Unmasked Estep 
Score: -1711261.250000 Penalty: 2375.455322
	Iteration 0F: 2 clusters Score -1711261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1700730.375000 Penalty: 4750.910645
	Iteration 0F: 3 clusters Score -1700730 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1703903.375000 Penalty: 4750.910645
	Iteration 1F: 3 clusters Score -1703903 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1704265.375000 Penalty: 4750.910645
	Iteration 2F: 3 clusters Score -1704265 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1704560.375000 Penalty: 4750.910645
	Iteration 3Q: 3 clusters Score -1704560 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1704841.875000 Penalty: 4750.910645
	Iteration 4Q: 3 clusters Score -1704842 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1705099.125000 Penalty: 4750.910645
	Iteration 5Q: 3 clusters Score -1705099 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1705368.375000 Penalty: 4750.910645
	Iteration 6Q: 3 clusters Score -1705368 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1705660.750000 Penalty: 4750.910645
	Iteration 7Q: 3 clusters Score -1705661 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1705989.250000 Penalty: 4750.910645
	Iteration 8Q: 3 clusters Score -1705989 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1706385.750000 Penalty: 4750.910645
	Iteration 9Q: 3 clusters Score -1706386 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1706838.375000 Penalty: 4750.910645
	Iteration 10Q: 3 clusters Score -1706838 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1707301.000000 Penalty: 4750.910645
	Iteration 11Q: 3 clusters Score -1707301 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1707769.875000 Penalty: 4750.910645
	Iteration 12Q: 3 clusters Score -1707770 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1708173.375000 Penalty: 4750.910645
	Iteration 13Q: 3 clusters Score -1708173 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1708478.250000 Penalty: 4750.910645
	Iteration 14Q: 3 clusters Score -1708478 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1708685.625000 Penalty: 4750.910645
	Iteration 15Q: 3 clusters Score -1708686 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1708851.875000 Penalty: 4750.910645
	Iteration 16Q: 3 clusters Score -1708852 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1708954.000000 Penalty: 4750.910645
	Iteration 17Q: 3 clusters Score -1708954 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1709028.625000 Penalty: 4750.910645
	Iteration 18Q: 3 clusters Score -1709029 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1709084.125000 Penalty: 4750.910645
	Iteration 19Q: 3 clusters Score -1709084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1709117.750000 Penalty: 4750.910645
	Iteration 20F: 3 clusters Score -1709118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1709142.250000 Penalty: 4750.910645
	Iteration 21Q: 3 clusters Score -1709142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1709161.000000 Penalty: 4750.910645
	Iteration 22Q: 3 clusters Score -1709161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1709167.125000 Penalty: 4750.910645
	Iteration 23Q: 3 clusters Score -1709167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1709169.625000 Penalty: 4750.910645
	Iteration 24Q: 3 clusters Score -1709170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1709179.750000 Penalty: 4750.910645
	Iteration 25Q: 3 clusters Score -1709180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1709180.125000 Penalty: 4750.910645
	Iteration 26Q: 3 clusters Score -1709180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1709181.000000 Penalty: 4750.910645
	Iteration 27Q: 3 clusters Score -1709181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1709182.000000 Penalty: 4750.910645
	Iteration 28Q: 3 clusters Score -1709182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1709184.500000 Penalty: 4750.910645
	Iteration 29Q: 3 clusters Score -1709184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1709185.375000 Penalty: 4750.910645
	Iteration 30Q: 3 clusters Score -1709185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1709190.000000 Penalty: 4750.910645
	Iteration 31Q: 3 clusters Score -1709190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1709193.750000 Penalty: 4750.910645
	Iteration 32Q: 3 clusters Score -1709194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1709195.250000 Penalty: 4750.910645
	Iteration 33Q: 3 clusters Score -1709195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1709195.250000 Penalty: 4750.910645
	Iteration 34F: 3 clusters Score -1709195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -69472.531250 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -69472.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67843.046875 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -67843.05 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68017.203125 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -68017.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68046.820312 Penalty: 3198.649170
	Iteration 2Q: 3 clusters Score -68046.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68060.781250 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -68060.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68066.687500 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -68066.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68068.601562 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -68068.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68070.093750 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -68070.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68071.625000 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -68071.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68075.523438 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -68075.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68078.742188 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -68078.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68080.898438 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -68080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68085.625000 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -68085.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68087.562500 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -68087.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68088.812500 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -68088.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68088.812500 Penalty: 3198.649170
	Iteration 14F: 3 clusters Score -68088.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Entering Unmasked Estep 
Score: -3234103.500000 Penalty: 2538.471436
	Iteration 0F: 2 clusters Score -3234104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3214915.750000 Penalty: 5076.942871
	Iteration 0F: 3 clusters Score -3214916 nChanged 12355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3221608.000000 Penalty: 5076.942871
	Iteration 1F: 3 clusters Score -3221608 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3222021.750000 Penalty: 5076.942871
	Iteration 2Q: 3 clusters Score -3222022 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3222442.750000 Penalty: 5076.942871
	Iteration 3Q: 3 clusters Score -3222443 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3222860.500000 Penalty: 5076.942871
	Iteration 4Q: 3 clusters Score -3222860 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3223255.250000 Penalty: 5076.942871
	Iteration 5Q: 3 clusters Score -3223255 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3223644.750000 Penalty: 5076.942871
	Iteration 6Q: 3 clusters Score -3223645 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3223990.000000 Penalty: 5076.942871
	Iteration 7Q: 3 clusters Score -3223990 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3224351.250000 Penalty: 5076.942871
	Iteration 8Q: 3 clusters Score -3224351 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3224726.000000 Penalty: 5076.942871
	Iteration 9Q: 3 clusters Score -3224726 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3225126.750000 Penalty: 5076.942871
	Iteration 10Q: 3 clusters Score -3225127 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3225506.750000 Penalty: 5076.942871
	Iteration 11Q: 3 clusters Score -3225507 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3225889.500000 Penalty: 5076.942871
	Iteration 12Q: 3 clusters Score -3225890 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3226307.250000 Penalty: 5076.942871
	Iteration 13Q: 3 clusters Score -3226307 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3226784.750000 Penalty: 5076.942871
	Iteration 14Q: 3 clusters Score -3226785 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3227323.000000 Penalty: 5076.942871
	Iteration 15Q: 3 clusters Score -3227323 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3227922.250000 Penalty: 5076.942871
	Iteration 16Q: 3 clusters Score -3227922 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3228597.500000 Penalty: 5076.942871
	Iteration 17Q: 3 clusters Score -3228598 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3229299.000000 Penalty: 5076.942871
	Iteration 18Q: 3 clusters Score -3229299 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3230020.250000 Penalty: 5076.942871
	Iteration 19Q: 3 clusters Score -3230020 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3230722.750000 Penalty: 5076.942871
	Iteration 20F: 3 clusters Score -3230723 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3231319.250000 Penalty: 5076.942871
	Iteration 21Q: 3 clusters Score -3231319 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3231808.500000 Penalty: 5076.942871
	Iteration 22Q: 3 clusters Score -3231808 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3232155.250000 Penalty: 5076.942871
	Iteration 23Q: 3 clusters Score -3232155 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3232382.750000 Penalty: 5076.942871
	Iteration 24Q: 3 clusters Score -3232383 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3232577.500000 Penalty: 5076.942871
	Iteration 25Q: 3 clusters Score -3232578 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3232698.000000 Penalty: 5076.942871
	Iteration 26Q: 3 clusters Score -3232698 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -3232778.500000 Penalty: 5076.942871
	Iteration 27Q: 3 clusters Score -3232778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3232833.750000 Penalty: 5076.942871
	Iteration 28Q: 3 clusters Score -3232834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3232873.500000 Penalty: 5076.942871
	Iteration 29Q: 3 clusters Score -3232874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3232893.750000 Penalty: 5076.942871
	Iteration 30Q: 3 clusters Score -3232894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3232907.750000 Penalty: 5076.942871
	Iteration 31Q: 3 clusters Score -3232908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3232922.750000 Penalty: 5076.942871
	Iteration 32Q: 3 clusters Score -3232923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -3232923.250000 Penalty: 5076.942871
	Iteration 33Q: 3 clusters Score -3232923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3232923.750000 Penalty: 5076.942871
	Iteration 34Q: 3 clusters Score -3232924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3232928.250000 Penalty: 5076.942871
	Iteration 35Q: 3 clusters Score -3232928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3232932.000000 Penalty: 5076.942871
	Iteration 36Q: 3 clusters Score -3232932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3232929.000000 Penalty: 5076.942871
	Iteration 37Q: 3 clusters Score -3232929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3232933.500000 Penalty: 5076.942871
	Iteration 38Q: 3 clusters Score -3232934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -3232942.500000 Penalty: 5076.942871
	Iteration 39Q: 3 clusters Score -3232942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3232941.250000 Penalty: 5076.942871
	Iteration 40F: 3 clusters Score -3232941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3232946.500000 Penalty: 5076.942871
	Iteration 41Q: 3 clusters Score -3232946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3232948.500000 Penalty: 5076.942871
	Iteration 42Q: 3 clusters Score -3232948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3232954.750000 Penalty: 5076.942871
	Iteration 43Q: 3 clusters Score -3232955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3232955.000000 Penalty: 5076.942871
	Iteration 44Q: 3 clusters Score -3232955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3232957.250000 Penalty: 5076.942871
	Iteration 45Q: 3 clusters Score -3232957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3232963.000000 Penalty: 5076.942871
	Iteration 46Q: 3 clusters Score -3232963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3232969.000000 Penalty: 5076.942871
	Iteration 47Q: 3 clusters Score -3232969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3232966.250000 Penalty: 5076.942871
	Iteration 48Q: 3 clusters Score -3232966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3232968.750000 Penalty: 5076.942871
	Iteration 49Q: 3 clusters Score -3232969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3232966.750000 Penalty: 5076.942871
	Iteration 50Q: 3 clusters Score -3232967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3232967.750000 Penalty: 5076.942871
	Iteration 51Q: 3 clusters Score -3232968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3232967.000000 Penalty: 5076.942871
	Iteration 52Q: 3 clusters Score -3232967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3232970.750000 Penalty: 5076.942871
	Iteration 53Q: 3 clusters Score -3232971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3232968.500000 Penalty: 5076.942871
	Iteration 54Q: 3 clusters Score -3232968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3232967.250000 Penalty: 5076.942871
	Iteration 55Q: 3 clusters Score -3232967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -3232970.500000 Penalty: 5076.942871
	Iteration 56Q: 3 clusters Score -3232970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3232971.000000 Penalty: 5076.942871
	Iteration 57Q: 3 clusters Score -3232971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3232972.750000 Penalty: 5076.942871
	Iteration 58Q: 3 clusters Score -3232973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3232974.000000 Penalty: 5076.942871
	Iteration 59Q: 3 clusters Score -3232974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3232973.500000 Penalty: 5076.942871
	Iteration 60F: 3 clusters Score -3232974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3232974.000000 Penalty: 5076.942871
	Iteration 61Q: 3 clusters Score -3232974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3232974.000000 Penalty: 5076.942871
	Iteration 62F: 3 clusters Score -3232974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Entering Unmasked Estep 
Score: -4212052.500000 Penalty: 2610.600342
	Iteration 0F: 2 clusters Score -4212052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -4186810.000000 Penalty: 5221.200684
	Iteration 0F: 3 clusters Score -4186810 nChanged 16910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4195988.000000 Penalty: 5221.200684
	Iteration 1F: 3 clusters Score -4195988 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4196470.500000 Penalty: 5221.200684
	Iteration 2Q: 3 clusters Score -4196470 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4196974.500000 Penalty: 5221.200684
	Iteration 3Q: 3 clusters Score -4196974 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -4197731.500000 Penalty: 5221.200684
	Iteration 4Q: 3 clusters Score -4197732 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -4198828.500000 Penalty: 5221.200684
	Iteration 5Q: 3 clusters Score -4198828 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4200260.000000 Penalty: 5221.200684
	Iteration 6F: 3 clusters Score -4200260 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -4201786.000000 Penalty: 5221.200684
	Iteration 7F: 3 clusters Score -4201786 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -4203383.500000 Penalty: 5221.200684
	Iteration 8F: 3 clusters Score -4203384 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -4204983.500000 Penalty: 5221.200684
	Iteration 9F: 3 clusters Score -4204984 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -4206141.500000 Penalty: 5221.200684
	Iteration 10F: 3 clusters Score -4206142 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -4206831.000000 Penalty: 5221.200684
	Iteration 11Q: 3 clusters Score -4206831 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -4207285.500000 Penalty: 5221.200684
	Iteration 12Q: 3 clusters Score -4207286 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -4207606.000000 Penalty: 5221.200684
	Iteration 13Q: 3 clusters Score -4207606 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4207812.000000 Penalty: 5221.200684
	Iteration 14Q: 3 clusters Score -4207812 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -4208007.000000 Penalty: 5221.200684
	Iteration 15Q: 3 clusters Score -4208007 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -4208232.000000 Penalty: 5221.200684
	Iteration 16Q: 3 clusters Score -4208232 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -4208441.500000 Penalty: 5221.200684
	Iteration 17Q: 3 clusters Score -4208442 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -4208703.000000 Penalty: 5221.200684
	Iteration 18Q: 3 clusters Score -4208703 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -4208946.000000 Penalty: 5221.200684
	Iteration 19Q: 3 clusters Score -4208946 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -4209207.000000 Penalty: 5221.200684
	Iteration 20F: 3 clusters Score -4209207 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -4209497.000000 Penalty: 5221.200684
	Iteration 21Q: 3 clusters Score -4209497 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4209866.500000 Penalty: 5221.200684
	Iteration 22Q: 3 clusters Score -4209866 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4210335.500000 Penalty: 5221.200684
	Iteration 23Q: 3 clusters Score -4210336 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4210941.500000 Penalty: 5221.200684
	Iteration 24Q: 3 clusters Score -4210942 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4211456.000000 Penalty: 5221.200684
	Iteration 25Q: 3 clusters Score -4211456 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4211534.000000 Penalty: 5221.200684
	Iteration 26Q: 3 clusters Score -4211534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4211576.500000 Penalty: 5221.200684
	Iteration 27Q: 3 clusters Score -4211576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4211583.000000 Penalty: 5221.200684
	Iteration 28Q: 3 clusters Score -4211583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4211603.000000 Penalty: 5221.200684
	Iteration 29Q: 3 clusters Score -4211603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4211604.500000 Penalty: 5221.200684
	Iteration 30Q: 3 clusters Score -4211604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4211612.000000 Penalty: 5221.200684
	Iteration 31Q: 3 clusters Score -4211612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4211618.500000 Penalty: 5221.200684
	Iteration 32Q: 3 clusters Score -4211618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4211619.500000 Penalty: 5221.200684
	Iteration 33Q: 3 clusters Score -4211620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4211625.000000 Penalty: 5221.200684
	Iteration 34Q: 3 clusters Score -4211625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4211617.000000 Penalty: 5221.200684
	Iteration 35Q: 3 clusters Score -4211617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4211615.000000 Penalty: 5221.200684
	Iteration 36Q: 3 clusters Score -4211615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4211620.000000 Penalty: 5221.200684
	Iteration 37Q: 3 clusters Score -4211620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4211623.000000 Penalty: 5221.200684
	Iteration 38Q: 3 clusters Score -4211623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4211625.500000 Penalty: 5221.200684
	Iteration 39Q: 3 clusters Score -4211626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4211625.500000 Penalty: 5221.200684
	Iteration 40F: 3 clusters Score -4211626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4211622.000000 Penalty: 5221.200684
	Iteration 41Q: 3 clusters Score -4211622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4211623.500000 Penalty: 5221.200684
	Iteration 42Q: 3 clusters Score -4211624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4211622.000000 Penalty: 5221.200684
	Iteration 43Q: 3 clusters Score -4211622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4211623.500000 Penalty: 5221.200684
	Iteration 44Q: 3 clusters Score -4211624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4211624.000000 Penalty: 5221.200684
	Iteration 45Q: 3 clusters Score -4211624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4211628.500000 Penalty: 5221.200684
	Iteration 46Q: 3 clusters Score -4211628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4211625.500000 Penalty: 5221.200684
	Iteration 47Q: 3 clusters Score -4211626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4211625.500000 Penalty: 5221.200684
	Iteration 48F: 3 clusters Score -4211626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Entering Unmasked Estep 
Score: -144163.843750 Penalty: 1799.211426
	Iteration 0F: 2 clusters Score -144163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -142201.687500 Penalty: 3598.422852
	Iteration 0F: 3 clusters Score -142201.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -143062.187500 Penalty: 3598.422852
	Iteration 1F: 3 clusters Score -143062.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -143253.578125 Penalty: 3598.422852
	Iteration 2F: 3 clusters Score -143253.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -143388.171875 Penalty: 3598.422852
	Iteration 3F: 3 clusters Score -143388.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -143494.421875 Penalty: 3598.422852
	Iteration 4Q: 3 clusters Score -143494.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -143531.890625 Penalty: 3598.422852
	Iteration 5Q: 3 clusters Score -143531.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -143561.437500 Penalty: 3598.422852
	Iteration 6Q: 3 clusters Score -143561.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -143581.437500 Penalty: 3598.422852
	Iteration 7Q: 3 clusters Score -143581.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -143595.562500 Penalty: 3598.422852
	Iteration 8Q: 3 clusters Score -143595.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -143606.765625 Penalty: 3598.422852
	Iteration 9Q: 3 clusters Score -143606.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -143620.921875 Penalty: 3598.422852
	Iteration 10Q: 3 clusters Score -143620.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -143636.046875 Penalty: 3598.422852
	Iteration 11Q: 3 clusters Score -143636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -143645.046875 Penalty: 3598.422852
	Iteration 12Q: 3 clusters Score -143645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -143654.343750 Penalty: 3598.422852
	Iteration 13Q: 3 clusters Score -143654.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -143664.546875 Penalty: 3598.422852
	Iteration 14Q: 3 clusters Score -143664.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -143681.531250 Penalty: 3598.422852
	Iteration 15Q: 3 clusters Score -143681.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -143691.718750 Penalty: 3598.422852
	Iteration 16Q: 3 clusters Score -143691.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -143697.781250 Penalty: 3598.422852
	Iteration 17Q: 3 clusters Score -143697.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -143701.593750 Penalty: 3598.422852
	Iteration 18Q: 3 clusters Score -143701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -143703.125000 Penalty: 3598.422852
	Iteration 19Q: 3 clusters Score -143703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -143703.984375 Penalty: 3598.422852
	Iteration 20F: 3 clusters Score -143704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -143705.125000 Penalty: 3598.422852
	Iteration 21Q: 3 clusters Score -143705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -143707.046875 Penalty: 3598.422852
	Iteration 22Q: 3 clusters Score -143707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -143708.796875 Penalty: 3598.422852
	Iteration 23Q: 3 clusters Score -143708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -143708.796875 Penalty: 3598.422852
	Iteration 24F: 3 clusters Score -143708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161082 members 
Entering Unmasked Estep 
Score: -18671988.000000 Penalty: 2973.437988
	Iteration 0F: 2 clusters Score -1.867199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -18565982.000000 Penalty: 5946.875977
	Iteration 0F: 3 clusters Score -1.856598e+07 nChanged 77184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -18611212.000000 Penalty: 5946.875977
	Iteration 1F: 3 clusters Score -1.861121e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -18613342.000000 Penalty: 5946.875977
	Iteration 2Q: 3 clusters Score -1.861334e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -18616766.000000 Penalty: 5946.875977
	Iteration 3Q: 3 clusters Score -1.861677e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -18622426.000000 Penalty: 5946.875977
	Iteration 4F: 3 clusters Score -1.862243e+07 nChanged 12899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111169 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -18632326.000000 Penalty: 5946.875977
	Iteration 5F: 3 clusters Score -1.863233e+07 nChanged 14387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124176 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -18645510.000000 Penalty: 5946.875977
	Iteration 6F: 3 clusters Score -1.864551e+07 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135602 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -18657912.000000 Penalty: 5946.875977
	Iteration 7F: 3 clusters Score -1.865791e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142508 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -18665796.000000 Penalty: 5946.875977
	Iteration 8F: 3 clusters Score -1.86658e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145910 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -18669220.000000 Penalty: 5946.875977
	Iteration 9Q: 3 clusters Score -1.866922e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147931 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -18670656.000000 Penalty: 5946.875977
	Iteration 10Q: 3 clusters Score -1.867066e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149372 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -18671726.000000 Penalty: 5946.875977
	Iteration 11Q: 3 clusters Score -1.867173e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150409 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -18672422.000000 Penalty: 5946.875977
	Iteration 12Q: 3 clusters Score -1.867242e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151160 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -18672912.000000 Penalty: 5946.875977
	Iteration 13Q: 3 clusters Score -1.867291e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151676 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -18673166.000000 Penalty: 5946.875977
	Iteration 14Q: 3 clusters Score -1.867317e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152054 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -18673340.000000 Penalty: 5946.875977
	Iteration 15Q: 3 clusters Score -1.867334e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152357 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -18673408.000000 Penalty: 5946.875977
	Iteration 16Q: 3 clusters Score -1.867341e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152589 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -18673432.000000 Penalty: 5946.875977
	Iteration 17Q: 3 clusters Score -1.867343e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152778 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -18673480.000000 Penalty: 5946.875977
	Iteration 18Q: 3 clusters Score -1.867348e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152936 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -18673506.000000 Penalty: 5946.875977
	Iteration 19Q: 3 clusters Score -1.867351e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153080 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -18673560.000000 Penalty: 5946.875977
	Iteration 20F: 3 clusters Score -1.867356e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153189 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -18673530.000000 Penalty: 5946.875977
	Iteration 21Q: 3 clusters Score -1.867353e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153270 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -18673554.000000 Penalty: 5946.875977
	Iteration 22Q: 3 clusters Score -1.867355e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153337 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -18673562.000000 Penalty: 5946.875977
	Iteration 23Q: 3 clusters Score -1.867356e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153396 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -18673548.000000 Penalty: 5946.875977
	Iteration 24Q: 3 clusters Score -1.867355e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153439 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -18673548.000000 Penalty: 5946.875977
	Iteration 25Q: 3 clusters Score -1.867355e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153461 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -18673566.000000 Penalty: 5946.875977
	Iteration 26Q: 3 clusters Score -1.867357e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -18673574.000000 Penalty: 5946.875977
	Iteration 27Q: 3 clusters Score -1.867357e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153499 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -18673564.000000 Penalty: 5946.875977
	Iteration 28Q: 3 clusters Score -1.867356e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153504 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -18673546.000000 Penalty: 5946.875977
	Iteration 29Q: 3 clusters Score -1.867355e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -18673542.000000 Penalty: 5946.875977
	Iteration 30Q: 3 clusters Score -1.867354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153517 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -18673542.000000 Penalty: 5946.875977
	Iteration 31Q: 3 clusters Score -1.867354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153531 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -18673542.000000 Penalty: 5946.875977
	Iteration 32Q: 3 clusters Score -1.867354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153542 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -18673546.000000 Penalty: 5946.875977
	Iteration 33Q: 3 clusters Score -1.867355e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153543 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -18673520.000000 Penalty: 5946.875977
	Iteration 34Q: 3 clusters Score -1.867352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153551 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -18673544.000000 Penalty: 5946.875977
	Iteration 35Q: 3 clusters Score -1.867354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -18673524.000000 Penalty: 5946.875977
	Iteration 36Q: 3 clusters Score -1.867352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153569 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -18673540.000000 Penalty: 5946.875977
	Iteration 37Q: 3 clusters Score -1.867354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153571 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -18673548.000000 Penalty: 5946.875977
	Iteration 38Q: 3 clusters Score -1.867355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153570 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -18673546.000000 Penalty: 5946.875977
	Iteration 39Q: 3 clusters Score -1.867355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153569 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -18673554.000000 Penalty: 5946.875977
	Iteration 40F: 3 clusters Score -1.867355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153568 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -18673552.000000 Penalty: 5946.875977
	Iteration 41Q: 3 clusters Score -1.867355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153568 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -18673548.000000 Penalty: 5946.875977
	Iteration 42Q: 3 clusters Score -1.867355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153569 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -18673540.000000 Penalty: 5946.875977
	Iteration 43Q: 3 clusters Score -1.867354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153571 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -18673552.000000 Penalty: 5946.875977
	Iteration 44Q: 3 clusters Score -1.867355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153573 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -18673556.000000 Penalty: 5946.875977
	Iteration 45Q: 3 clusters Score -1.867356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153575 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -18673556.000000 Penalty: 5946.875977
	Iteration 46Q: 3 clusters Score -1.867356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153576 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -18673544.000000 Penalty: 5946.875977
	Iteration 47Q: 3 clusters Score -1.867354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153576 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -18673552.000000 Penalty: 5946.875977
	Iteration 48Q: 3 clusters Score -1.867355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153577 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -18673548.000000 Penalty: 5946.875977
	Iteration 49Q: 3 clusters Score -1.867355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153576 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -18673554.000000 Penalty: 5946.875977
	Iteration 50Q: 3 clusters Score -1.867355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153575 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -18673564.000000 Penalty: 5946.875977
	Iteration 51Q: 3 clusters Score -1.867356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153577 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -18673564.000000 Penalty: 5946.875977
	Iteration 52Q: 3 clusters Score -1.867356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153577 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -18673568.000000 Penalty: 5946.875977
	Iteration 53Q: 3 clusters Score -1.867357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153577 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -18673568.000000 Penalty: 5946.875977
	Iteration 54F: 3 clusters Score -1.867357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 7505 members 
Mstep: Class 5 contains 27883 members 
Mstep: Class 6 contains 37295 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 153577 members 
Mstep: Class 10 contains 25784 members 
Mstep: Class 13 contains 16143 members 
Mstep: Class 14 contains 23708 members 
Mstep: Class 15 contains 18924 members 
Mstep: Class 17 contains 261771 members 
Mstep: Class 19 contains 62997 members 
Entering Unmasked Estep 
Score: -74655104.000000 Penalty: 43162.746094
Splitting cluster 8 changes total score from -74654016.000000 to -74655104.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 10 (25784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Entering Unmasked Estep 
Score: -3064913.000000 Penalty: 2519.062500
	Iteration 0F: 2 clusters Score -3064913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3047140.750000 Penalty: 5038.125000
	Iteration 0F: 3 clusters Score -3047141 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3053371.750000 Penalty: 5038.125000
	Iteration 1F: 3 clusters Score -3053372 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3053818.500000 Penalty: 5038.125000
	Iteration 2Q: 3 clusters Score -3053818 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3054227.750000 Penalty: 5038.125000
	Iteration 3Q: 3 clusters Score -3054228 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3054724.250000 Penalty: 5038.125000
	Iteration 4Q: 3 clusters Score -3054724 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -3055303.500000 Penalty: 5038.125000
	Iteration 5Q: 3 clusters Score -3055304 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3056011.000000 Penalty: 5038.125000
	Iteration 6F: 3 clusters Score -3056011 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3056967.000000 Penalty: 5038.125000
	Iteration 7F: 3 clusters Score -3056967 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3058190.000000 Penalty: 5038.125000
	Iteration 8F: 3 clusters Score -3058190 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3059547.250000 Penalty: 5038.125000
	Iteration 9F: 3 clusters Score -3059547 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3060759.500000 Penalty: 5038.125000
	Iteration 10F: 3 clusters Score -3060760 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3061559.500000 Penalty: 5038.125000
	Iteration 11Q: 3 clusters Score -3061560 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3062036.250000 Penalty: 5038.125000
	Iteration 12Q: 3 clusters Score -3062036 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3062293.250000 Penalty: 5038.125000
	Iteration 13Q: 3 clusters Score -3062293 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3062451.250000 Penalty: 5038.125000
	Iteration 14Q: 3 clusters Score -3062451 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3062557.750000 Penalty: 5038.125000
	Iteration 15Q: 3 clusters Score -3062558 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3062606.000000 Penalty: 5038.125000
	Iteration 16Q: 3 clusters Score -3062606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3062644.500000 Penalty: 5038.125000
	Iteration 17Q: 3 clusters Score -3062644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3062667.250000 Penalty: 5038.125000
	Iteration 18Q: 3 clusters Score -3062667 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3062692.250000 Penalty: 5038.125000
	Iteration 19Q: 3 clusters Score -3062692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3062713.750000 Penalty: 5038.125000
	Iteration 20F: 3 clusters Score -3062714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3062732.750000 Penalty: 5038.125000
	Iteration 21Q: 3 clusters Score -3062733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3062740.250000 Penalty: 5038.125000
	Iteration 22Q: 3 clusters Score -3062740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3062753.000000 Penalty: 5038.125000
	Iteration 23Q: 3 clusters Score -3062753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3062765.000000 Penalty: 5038.125000
	Iteration 24Q: 3 clusters Score -3062765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3062773.000000 Penalty: 5038.125000
	Iteration 25Q: 3 clusters Score -3062773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3062777.750000 Penalty: 5038.125000
	Iteration 26Q: 3 clusters Score -3062778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3062782.750000 Penalty: 5038.125000
	Iteration 27Q: 3 clusters Score -3062783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3062788.750000 Penalty: 5038.125000
	Iteration 28Q: 3 clusters Score -3062789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3062790.000000 Penalty: 5038.125000
	Iteration 29Q: 3 clusters Score -3062790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3062791.750000 Penalty: 5038.125000
	Iteration 30Q: 3 clusters Score -3062792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3062794.750000 Penalty: 5038.125000
	Iteration 31Q: 3 clusters Score -3062795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3062796.250000 Penalty: 5038.125000
	Iteration 32Q: 3 clusters Score -3062796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3062794.750000 Penalty: 5038.125000
	Iteration 33Q: 3 clusters Score -3062795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3062794.500000 Penalty: 5038.125000
	Iteration 34Q: 3 clusters Score -3062794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3062795.500000 Penalty: 5038.125000
	Iteration 35Q: 3 clusters Score -3062796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3062797.750000 Penalty: 5038.125000
	Iteration 36Q: 3 clusters Score -3062798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3062797.750000 Penalty: 5038.125000
	Iteration 37F: 3 clusters Score -3062798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Entering Unmasked Estep 
Score: -1910013.750000 Penalty: 2402.931885
	Iteration 0F: 2 clusters Score -1910014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1898410.625000 Penalty: 4805.863770
	Iteration 0F: 3 clusters Score -1898411 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1902139.000000 Penalty: 4805.863770
	Iteration 1F: 3 clusters Score -1902139 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1902483.000000 Penalty: 4805.863770
	Iteration 2F: 3 clusters Score -1902483 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1902792.625000 Penalty: 4805.863770
	Iteration 3Q: 3 clusters Score -1902793 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1903084.000000 Penalty: 4805.863770
	Iteration 4Q: 3 clusters Score -1903084 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1903390.250000 Penalty: 4805.863770
	Iteration 5Q: 3 clusters Score -1903390 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1903714.125000 Penalty: 4805.863770
	Iteration 6Q: 3 clusters Score -1903714 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1904083.125000 Penalty: 4805.863770
	Iteration 7Q: 3 clusters Score -1904083 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1904470.375000 Penalty: 4805.863770
	Iteration 8Q: 3 clusters Score -1904470 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1904837.875000 Penalty: 4805.863770
	Iteration 9Q: 3 clusters Score -1904838 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1905235.000000 Penalty: 4805.863770
	Iteration 10Q: 3 clusters Score -1905235 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1905646.375000 Penalty: 4805.863770
	Iteration 11Q: 3 clusters Score -1905646 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1905998.000000 Penalty: 4805.863770
	Iteration 12Q: 3 clusters Score -1905998 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1906313.875000 Penalty: 4805.863770
	Iteration 13Q: 3 clusters Score -1906314 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1906503.375000 Penalty: 4805.863770
	Iteration 14Q: 3 clusters Score -1906503 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1906612.750000 Penalty: 4805.863770
	Iteration 15Q: 3 clusters Score -1906613 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1906683.500000 Penalty: 4805.863770
	Iteration 16Q: 3 clusters Score -1906684 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1906736.625000 Penalty: 4805.863770
	Iteration 17Q: 3 clusters Score -1906737 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1906792.500000 Penalty: 4805.863770
	Iteration 18Q: 3 clusters Score -1906792 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1906825.375000 Penalty: 4805.863770
	Iteration 19Q: 3 clusters Score -1906825 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1906858.875000 Penalty: 4805.863770
	Iteration 20F: 3 clusters Score -1906859 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1906879.750000 Penalty: 4805.863770
	Iteration 21Q: 3 clusters Score -1906880 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1906902.625000 Penalty: 4805.863770
	Iteration 22Q: 3 clusters Score -1906903 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1906915.750000 Penalty: 4805.863770
	Iteration 23Q: 3 clusters Score -1906916 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1906937.125000 Penalty: 4805.863770
	Iteration 24Q: 3 clusters Score -1906937 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1906953.375000 Penalty: 4805.863770
	Iteration 25Q: 3 clusters Score -1906953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1906964.250000 Penalty: 4805.863770
	Iteration 26Q: 3 clusters Score -1906964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1906977.375000 Penalty: 4805.863770
	Iteration 27Q: 3 clusters Score -1906977 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1906988.625000 Penalty: 4805.863770
	Iteration 28Q: 3 clusters Score -1906989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1907007.625000 Penalty: 4805.863770
	Iteration 29Q: 3 clusters Score -1907008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1907023.250000 Penalty: 4805.863770
	Iteration 30Q: 3 clusters Score -1907023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1907033.750000 Penalty: 4805.863770
	Iteration 31Q: 3 clusters Score -1907034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1907041.375000 Penalty: 4805.863770
	Iteration 32Q: 3 clusters Score -1907041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1907047.625000 Penalty: 4805.863770
	Iteration 33Q: 3 clusters Score -1907048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1907055.000000 Penalty: 4805.863770
	Iteration 34Q: 3 clusters Score -1907055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1907058.625000 Penalty: 4805.863770
	Iteration 35Q: 3 clusters Score -1907059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1907060.125000 Penalty: 4805.863770
	Iteration 36Q: 3 clusters Score -1907060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1907065.750000 Penalty: 4805.863770
	Iteration 37Q: 3 clusters Score -1907066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1907070.375000 Penalty: 4805.863770
	Iteration 38Q: 3 clusters Score -1907070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1907076.125000 Penalty: 4805.863770
	Iteration 39Q: 3 clusters Score -1907076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1907084.250000 Penalty: 4805.863770
	Iteration 40F: 3 clusters Score -1907084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1907082.250000 Penalty: 4805.863770
	Iteration 41Q: 3 clusters Score -1907082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1907079.125000 Penalty: 4805.863770
	Iteration 42Q: 3 clusters Score -1907079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1907084.000000 Penalty: 4805.863770
	Iteration 43Q: 3 clusters Score -1907084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1907090.375000 Penalty: 4805.863770
	Iteration 44Q: 3 clusters Score -1907090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1907087.875000 Penalty: 4805.863770
	Iteration 45Q: 3 clusters Score -1907088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1907085.750000 Penalty: 4805.863770
	Iteration 46Q: 3 clusters Score -1907086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1907088.125000 Penalty: 4805.863770
	Iteration 47Q: 3 clusters Score -1907088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1907091.375000 Penalty: 4805.863770
	Iteration 48Q: 3 clusters Score -1907091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1907091.250000 Penalty: 4805.863770
	Iteration 49Q: 3 clusters Score -1907091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1907091.500000 Penalty: 4805.863770
	Iteration 50Q: 3 clusters Score -1907092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1907098.250000 Penalty: 4805.863770
	Iteration 51Q: 3 clusters Score -1907098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1907100.625000 Penalty: 4805.863770
	Iteration 52Q: 3 clusters Score -1907101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1907102.000000 Penalty: 4805.863770
	Iteration 53Q: 3 clusters Score -1907102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1907104.000000 Penalty: 4805.863770
	Iteration 54Q: 3 clusters Score -1907104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1907104.625000 Penalty: 4805.863770
	Iteration 55Q: 3 clusters Score -1907105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1907112.000000 Penalty: 4805.863770
	Iteration 56Q: 3 clusters Score -1907112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1907113.500000 Penalty: 4805.863770
	Iteration 57Q: 3 clusters Score -1907114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1907118.000000 Penalty: 4805.863770
	Iteration 58Q: 3 clusters Score -1907118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1907120.375000 Penalty: 4805.863770
	Iteration 59Q: 3 clusters Score -1907120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1907123.375000 Penalty: 4805.863770
	Iteration 60F: 3 clusters Score -1907123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1907127.625000 Penalty: 4805.863770
	Iteration 61Q: 3 clusters Score -1907128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1907131.125000 Penalty: 4805.863770
	Iteration 62Q: 3 clusters Score -1907131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1907138.000000 Penalty: 4805.863770
	Iteration 63Q: 3 clusters Score -1907138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1907141.375000 Penalty: 4805.863770
	Iteration 64Q: 3 clusters Score -1907141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1907142.625000 Penalty: 4805.863770
	Iteration 65Q: 3 clusters Score -1907143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1907146.625000 Penalty: 4805.863770
	Iteration 66Q: 3 clusters Score -1907147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1907147.375000 Penalty: 4805.863770
	Iteration 67Q: 3 clusters Score -1907147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1907150.625000 Penalty: 4805.863770
	Iteration 68Q: 3 clusters Score -1907151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1907147.625000 Penalty: 4805.863770
	Iteration 69Q: 3 clusters Score -1907148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1907150.625000 Penalty: 4805.863770
	Iteration 70Q: 3 clusters Score -1907151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1907154.750000 Penalty: 4805.863770
	Iteration 71Q: 3 clusters Score -1907155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1907160.125000 Penalty: 4805.863770
	Iteration 72Q: 3 clusters Score -1907160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1907162.375000 Penalty: 4805.863770
	Iteration 73Q: 3 clusters Score -1907162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1907165.250000 Penalty: 4805.863770
	Iteration 74Q: 3 clusters Score -1907165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1907167.750000 Penalty: 4805.863770
	Iteration 75Q: 3 clusters Score -1907168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1907173.125000 Penalty: 4805.863770
	Iteration 76Q: 3 clusters Score -1907173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1907168.500000 Penalty: 4805.863770
	Iteration 77Q: 3 clusters Score -1907168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1907172.750000 Penalty: 4805.863770
	Iteration 78Q: 3 clusters Score -1907173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1907170.500000 Penalty: 4805.863770
	Iteration 79Q: 3 clusters Score -1907170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1907174.000000 Penalty: 4805.863770
	Iteration 80F: 3 clusters Score -1907174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1907176.375000 Penalty: 4805.863770
	Iteration 81Q: 3 clusters Score -1907176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1907172.250000 Penalty: 4805.863770
	Iteration 82Q: 3 clusters Score -1907172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1907179.625000 Penalty: 4805.863770
	Iteration 83Q: 3 clusters Score -1907180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1907177.750000 Penalty: 4805.863770
	Iteration 84Q: 3 clusters Score -1907178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1907180.750000 Penalty: 4805.863770
	Iteration 85Q: 3 clusters Score -1907181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1907182.375000 Penalty: 4805.863770
	Iteration 86Q: 3 clusters Score -1907182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1907180.375000 Penalty: 4805.863770
	Iteration 87Q: 3 clusters Score -1907180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1907181.625000 Penalty: 4805.863770
	Iteration 88Q: 3 clusters Score -1907182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1907179.375000 Penalty: 4805.863770
	Iteration 89Q: 3 clusters Score -1907179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1907184.250000 Penalty: 4805.863770
	Iteration 90Q: 3 clusters Score -1907184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1907182.000000 Penalty: 4805.863770
	Iteration 91Q: 3 clusters Score -1907182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1907184.000000 Penalty: 4805.863770
	Iteration 92Q: 3 clusters Score -1907184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1907187.250000 Penalty: 4805.863770
	Iteration 93Q: 3 clusters Score -1907187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1907181.500000 Penalty: 4805.863770
	Iteration 94Q: 3 clusters Score -1907182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1907187.625000 Penalty: 4805.863770
	Iteration 95Q: 3 clusters Score -1907188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1907189.125000 Penalty: 4805.863770
	Iteration 96Q: 3 clusters Score -1907189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1907191.750000 Penalty: 4805.863770
	Iteration 97Q: 3 clusters Score -1907192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1907196.875000 Penalty: 4805.863770
	Iteration 98Q: 3 clusters Score -1907197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1907196.250000 Penalty: 4805.863770
	Iteration 99Q: 3 clusters Score -1907196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1907195.500000 Penalty: 4805.863770
	Iteration 100F: 3 clusters Score -1907196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1907198.000000 Penalty: 4805.863770
	Iteration 101Q: 3 clusters Score -1907198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1907193.750000 Penalty: 4805.863770
	Iteration 102Q: 3 clusters Score -1907194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1907193.750000 Penalty: 4805.863770
	Iteration 103F: 3 clusters Score -1907194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Entering Unmasked Estep 
Score: -2780724.500000 Penalty: 2498.244629
	Iteration 0F: 2 clusters Score -2780724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2764284.000000 Penalty: 4996.489258
	Iteration 0F: 3 clusters Score -2764284 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2769843.750000 Penalty: 4996.489258
	Iteration 1F: 3 clusters Score -2769844 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2770247.000000 Penalty: 4996.489258
	Iteration 2F: 3 clusters Score -2770247 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2770598.000000 Penalty: 4996.489258
	Iteration 3Q: 3 clusters Score -2770598 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2770936.750000 Penalty: 4996.489258
	Iteration 4Q: 3 clusters Score -2770937 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2771292.000000 Penalty: 4996.489258
	Iteration 5Q: 3 clusters Score -2771292 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2771648.500000 Penalty: 4996.489258
	Iteration 6Q: 3 clusters Score -2771648 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2771990.000000 Penalty: 4996.489258
	Iteration 7Q: 3 clusters Score -2771990 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2772440.500000 Penalty: 4996.489258
	Iteration 8Q: 3 clusters Score -2772440 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2773007.500000 Penalty: 4996.489258
	Iteration 9Q: 3 clusters Score -2773008 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2773745.750000 Penalty: 4996.489258
	Iteration 10F: 3 clusters Score -2773746 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2774630.500000 Penalty: 4996.489258
	Iteration 11F: 3 clusters Score -2774630 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2775726.500000 Penalty: 4996.489258
	Iteration 12F: 3 clusters Score -2775726 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2776737.250000 Penalty: 4996.489258
	Iteration 13F: 3 clusters Score -2776737 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2777502.250000 Penalty: 4996.489258
	Iteration 14Q: 3 clusters Score -2777502 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2777929.500000 Penalty: 4996.489258
	Iteration 15Q: 3 clusters Score -2777930 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2778185.500000 Penalty: 4996.489258
	Iteration 16Q: 3 clusters Score -2778186 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2778306.250000 Penalty: 4996.489258
	Iteration 17Q: 3 clusters Score -2778306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2778390.250000 Penalty: 4996.489258
	Iteration 18Q: 3 clusters Score -2778390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2778430.500000 Penalty: 4996.489258
	Iteration 19Q: 3 clusters Score -2778430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2778471.750000 Penalty: 4996.489258
	Iteration 20F: 3 clusters Score -2778472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2778493.250000 Penalty: 4996.489258
	Iteration 21Q: 3 clusters Score -2778493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2778520.500000 Penalty: 4996.489258
	Iteration 22Q: 3 clusters Score -2778520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2778538.250000 Penalty: 4996.489258
	Iteration 23Q: 3 clusters Score -2778538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2778551.500000 Penalty: 4996.489258
	Iteration 24Q: 3 clusters Score -2778552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2778558.500000 Penalty: 4996.489258
	Iteration 25Q: 3 clusters Score -2778558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2778567.250000 Penalty: 4996.489258
	Iteration 26Q: 3 clusters Score -2778567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2778570.750000 Penalty: 4996.489258
	Iteration 27Q: 3 clusters Score -2778571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2778573.750000 Penalty: 4996.489258
	Iteration 28Q: 3 clusters Score -2778574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2778578.000000 Penalty: 4996.489258
	Iteration 29Q: 3 clusters Score -2778578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2778578.000000 Penalty: 4996.489258
	Iteration 30F: 3 clusters Score -2778578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Entering Unmasked Estep 
Score: -2240846.750000 Penalty: 2442.350342
	Iteration 0F: 2 clusters Score -2240847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2227392.000000 Penalty: 4884.700684
	Iteration 0F: 3 clusters Score -2227392 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2231891.000000 Penalty: 4884.700684
	Iteration 1F: 3 clusters Score -2231891 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2232270.000000 Penalty: 4884.700684
	Iteration 2F: 3 clusters Score -2232270 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2232566.000000 Penalty: 4884.700684
	Iteration 3Q: 3 clusters Score -2232566 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2232845.250000 Penalty: 4884.700684
	Iteration 4Q: 3 clusters Score -2232845 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2233109.250000 Penalty: 4884.700684
	Iteration 5Q: 3 clusters Score -2233109 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2233411.250000 Penalty: 4884.700684
	Iteration 6Q: 3 clusters Score -2233411 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2233719.000000 Penalty: 4884.700684
	Iteration 7Q: 3 clusters Score -2233719 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2234078.750000 Penalty: 4884.700684
	Iteration 8Q: 3 clusters Score -2234079 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2234494.750000 Penalty: 4884.700684
	Iteration 9Q: 3 clusters Score -2234495 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2235002.750000 Penalty: 4884.700684
	Iteration 10Q: 3 clusters Score -2235003 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2235590.250000 Penalty: 4884.700684
	Iteration 11Q: 3 clusters Score -2235590 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2236232.750000 Penalty: 4884.700684
	Iteration 12Q: 3 clusters Score -2236233 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2236841.000000 Penalty: 4884.700684
	Iteration 13Q: 3 clusters Score -2236841 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2237313.500000 Penalty: 4884.700684
	Iteration 14Q: 3 clusters Score -2237314 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2237677.500000 Penalty: 4884.700684
	Iteration 15Q: 3 clusters Score -2237678 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2237922.500000 Penalty: 4884.700684
	Iteration 16Q: 3 clusters Score -2237922 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2238147.750000 Penalty: 4884.700684
	Iteration 17Q: 3 clusters Score -2238148 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2238304.000000 Penalty: 4884.700684
	Iteration 18Q: 3 clusters Score -2238304 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2238408.000000 Penalty: 4884.700684
	Iteration 19Q: 3 clusters Score -2238408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2238492.500000 Penalty: 4884.700684
	Iteration 20F: 3 clusters Score -2238492 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2238553.750000 Penalty: 4884.700684
	Iteration 21Q: 3 clusters Score -2238554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2238599.500000 Penalty: 4884.700684
	Iteration 22Q: 3 clusters Score -2238600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2238628.750000 Penalty: 4884.700684
	Iteration 23Q: 3 clusters Score -2238629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2238654.250000 Penalty: 4884.700684
	Iteration 24Q: 3 clusters Score -2238654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2238670.750000 Penalty: 4884.700684
	Iteration 25Q: 3 clusters Score -2238671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2238685.750000 Penalty: 4884.700684
	Iteration 26Q: 3 clusters Score -2238686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2238699.500000 Penalty: 4884.700684
	Iteration 27Q: 3 clusters Score -2238700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2238708.250000 Penalty: 4884.700684
	Iteration 28Q: 3 clusters Score -2238708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2238714.750000 Penalty: 4884.700684
	Iteration 29Q: 3 clusters Score -2238715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2238721.500000 Penalty: 4884.700684
	Iteration 30Q: 3 clusters Score -2238722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2238728.500000 Penalty: 4884.700684
	Iteration 31Q: 3 clusters Score -2238728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2238734.500000 Penalty: 4884.700684
	Iteration 32Q: 3 clusters Score -2238734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2238736.750000 Penalty: 4884.700684
	Iteration 33Q: 3 clusters Score -2238737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2238738.250000 Penalty: 4884.700684
	Iteration 34Q: 3 clusters Score -2238738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2238738.750000 Penalty: 4884.700684
	Iteration 35Q: 3 clusters Score -2238739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2238741.750000 Penalty: 4884.700684
	Iteration 36Q: 3 clusters Score -2238742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2238742.750000 Penalty: 4884.700684
	Iteration 37Q: 3 clusters Score -2238743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2238743.250000 Penalty: 4884.700684
	Iteration 38Q: 3 clusters Score -2238743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2238744.750000 Penalty: 4884.700684
	Iteration 39Q: 3 clusters Score -2238745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2238744.750000 Penalty: 4884.700684
	Iteration 40F: 3 clusters Score -2238745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (261771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261771 members 
Entering Unmasked Estep 
Score: -30329960.000000 Penalty: 3093.855957
	Iteration 0F: 2 clusters Score -3.032996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130897 members 
Mstep: Class 2 contains 130874 members 
Entering Unmasked Estep 
Score: -30163070.000000 Penalty: 6187.711914
	Iteration 0F: 3 clusters Score -3.016307e+07 nChanged 126502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132395 members 
Mstep: Class 2 contains 129376 members 
Entering Unmasked Estep 
Score: -30237326.000000 Penalty: 6187.711914
	Iteration 1F: 3 clusters Score -3.023733e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133321 members 
Mstep: Class 2 contains 128450 members 
Entering Unmasked Estep 
Score: -30238316.000000 Penalty: 6187.711914
	Iteration 2Q: 3 clusters Score -3.023832e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134688 members 
Mstep: Class 2 contains 127083 members 
Entering Unmasked Estep 
Score: -30239582.000000 Penalty: 6187.711914
	Iteration 3Q: 3 clusters Score -3.023958e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136701 members 
Mstep: Class 2 contains 125070 members 
Entering Unmasked Estep 
Score: -30241136.000000 Penalty: 6187.711914
	Iteration 4Q: 3 clusters Score -3.024114e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139778 members 
Mstep: Class 2 contains 121993 members 
Entering Unmasked Estep 
Score: -30243268.000000 Penalty: 6187.711914
	Iteration 5Q: 3 clusters Score -3.024327e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144456 members 
Mstep: Class 2 contains 117315 members 
Entering Unmasked Estep 
Score: -30246718.000000 Penalty: 6187.711914
	Iteration 6Q: 3 clusters Score -3.024672e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151090 members 
Mstep: Class 2 contains 110681 members 
Entering Unmasked Estep 
Score: -30251848.000000 Penalty: 6187.711914
	Iteration 7Q: 3 clusters Score -3.025185e+07 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -30259624.000000 Penalty: 6187.711914
	Iteration 8F: 3 clusters Score -3.025962e+07 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170942 members 
Mstep: Class 2 contains 90829 members 
Entering Unmasked Estep 
Score: -30269524.000000 Penalty: 6187.711914
	Iteration 9F: 3 clusters Score -3.026952e+07 nChanged 16500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182820 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -30280462.000000 Penalty: 6187.711914
	Iteration 10F: 3 clusters Score -3.028046e+07 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193266 members 
Mstep: Class 2 contains 68505 members 
Entering Unmasked Estep 
Score: -30290800.000000 Penalty: 6187.711914
	Iteration 11F: 3 clusters Score -3.02908e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201151 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -30299720.000000 Penalty: 6187.711914
	Iteration 12Q: 3 clusters Score -3.029972e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206936 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -30305192.000000 Penalty: 6187.711914
	Iteration 13Q: 3 clusters Score -3.030519e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211815 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -30308600.000000 Penalty: 6187.711914
	Iteration 14Q: 3 clusters Score -3.03086e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216400 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -30310474.000000 Penalty: 6187.711914
	Iteration 15Q: 3 clusters Score -3.031047e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220788 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -30312368.000000 Penalty: 6187.711914
	Iteration 16Q: 3 clusters Score -3.031237e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225004 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -30314142.000000 Penalty: 6187.711914
	Iteration 17Q: 3 clusters Score -3.031414e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228979 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -30315842.000000 Penalty: 6187.711914
	Iteration 18Q: 3 clusters Score -3.031584e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232597 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -30317740.000000 Penalty: 6187.711914
	Iteration 19Q: 3 clusters Score -3.031774e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235972 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -30319294.000000 Penalty: 6187.711914
	Iteration 20F: 3 clusters Score -3.031929e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238948 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -30320844.000000 Penalty: 6187.711914
	Iteration 21Q: 3 clusters Score -3.032084e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241620 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -30322158.000000 Penalty: 6187.711914
	Iteration 22Q: 3 clusters Score -3.032216e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243884 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -30323204.000000 Penalty: 6187.711914
	Iteration 23Q: 3 clusters Score -3.03232e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245876 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -30324038.000000 Penalty: 6187.711914
	Iteration 24Q: 3 clusters Score -3.032404e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247675 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -30324888.000000 Penalty: 6187.711914
	Iteration 25Q: 3 clusters Score -3.032489e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249252 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -30325476.000000 Penalty: 6187.711914
	Iteration 26Q: 3 clusters Score -3.032548e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250613 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -30325944.000000 Penalty: 6187.711914
	Iteration 27Q: 3 clusters Score -3.032594e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251774 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -30326254.000000 Penalty: 6187.711914
	Iteration 28Q: 3 clusters Score -3.032625e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252804 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -30326586.000000 Penalty: 6187.711914
	Iteration 29Q: 3 clusters Score -3.032659e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253715 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -30326826.000000 Penalty: 6187.711914
	Iteration 30Q: 3 clusters Score -3.032683e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254515 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -30326884.000000 Penalty: 6187.711914
	Iteration 31Q: 3 clusters Score -3.032688e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255169 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -30327042.000000 Penalty: 6187.711914
	Iteration 32Q: 3 clusters Score -3.032704e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255755 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -30327072.000000 Penalty: 6187.711914
	Iteration 33Q: 3 clusters Score -3.032707e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256240 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -30327134.000000 Penalty: 6187.711914
	Iteration 34Q: 3 clusters Score -3.032713e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256678 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -30327172.000000 Penalty: 6187.711914
	Iteration 35Q: 3 clusters Score -3.032717e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257058 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -30327152.000000 Penalty: 6187.711914
	Iteration 36Q: 3 clusters Score -3.032715e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257419 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -30327196.000000 Penalty: 6187.711914
	Iteration 37Q: 3 clusters Score -3.03272e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257726 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -30327242.000000 Penalty: 6187.711914
	Iteration 38Q: 3 clusters Score -3.032724e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258002 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -30327256.000000 Penalty: 6187.711914
	Iteration 39Q: 3 clusters Score -3.032726e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258263 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -30327256.000000 Penalty: 6187.711914
	Iteration 40F: 3 clusters Score -3.032726e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258487 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -30327240.000000 Penalty: 6187.711914
	Iteration 41Q: 3 clusters Score -3.032724e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258716 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -30327204.000000 Penalty: 6187.711914
	Iteration 42Q: 3 clusters Score -3.03272e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258922 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -30327126.000000 Penalty: 6187.711914
	Iteration 43Q: 3 clusters Score -3.032713e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259089 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -30327238.000000 Penalty: 6187.711914
	Iteration 44Q: 3 clusters Score -3.032724e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259248 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -30327270.000000 Penalty: 6187.711914
	Iteration 45Q: 3 clusters Score -3.032727e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259411 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -30327276.000000 Penalty: 6187.711914
	Iteration 46Q: 3 clusters Score -3.032728e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259547 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -30327320.000000 Penalty: 6187.711914
	Iteration 47Q: 3 clusters Score -3.032732e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259664 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -30327324.000000 Penalty: 6187.711914
	Iteration 48Q: 3 clusters Score -3.032732e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259778 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -30327354.000000 Penalty: 6187.711914
	Iteration 49Q: 3 clusters Score -3.032735e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259881 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -30327380.000000 Penalty: 6187.711914
	Iteration 50Q: 3 clusters Score -3.032738e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259961 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -30327406.000000 Penalty: 6187.711914
	Iteration 51Q: 3 clusters Score -3.032741e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260029 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -30327438.000000 Penalty: 6187.711914
	Iteration 52Q: 3 clusters Score -3.032744e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260094 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -30327444.000000 Penalty: 6187.711914
	Iteration 53Q: 3 clusters Score -3.032744e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260168 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -30327462.000000 Penalty: 6187.711914
	Iteration 54Q: 3 clusters Score -3.032746e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260250 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -30327466.000000 Penalty: 6187.711914
	Iteration 55Q: 3 clusters Score -3.032747e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260324 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -30327432.000000 Penalty: 6187.711914
	Iteration 56Q: 3 clusters Score -3.032743e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260399 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -30327444.000000 Penalty: 6187.711914
	Iteration 57Q: 3 clusters Score -3.032744e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260460 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -30327418.000000 Penalty: 6187.711914
	Iteration 58Q: 3 clusters Score -3.032742e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260510 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -30327486.000000 Penalty: 6187.711914
	Iteration 59Q: 3 clusters Score -3.032749e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260555 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -30327506.000000 Penalty: 6187.711914
	Iteration 60F: 3 clusters Score -3.032751e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260592 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -30327504.000000 Penalty: 6187.711914
	Iteration 61Q: 3 clusters Score -3.03275e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260627 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -30327506.000000 Penalty: 6187.711914
	Iteration 62Q: 3 clusters Score -3.032751e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260654 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -30327488.000000 Penalty: 6187.711914
	Iteration 63Q: 3 clusters Score -3.032749e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260684 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -30327500.000000 Penalty: 6187.711914
	Iteration 64Q: 3 clusters Score -3.03275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260707 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -30327552.000000 Penalty: 6187.711914
	Iteration 65Q: 3 clusters Score -3.032755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260729 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -30327590.000000 Penalty: 6187.711914
	Iteration 66Q: 3 clusters Score -3.032759e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260750 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -30327604.000000 Penalty: 6187.711914
	Iteration 67Q: 3 clusters Score -3.03276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260764 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -30327586.000000 Penalty: 6187.711914
	Iteration 68Q: 3 clusters Score -3.032759e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260782 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -30327598.000000 Penalty: 6187.711914
	Iteration 69Q: 3 clusters Score -3.03276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260794 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -30327602.000000 Penalty: 6187.711914
	Iteration 70Q: 3 clusters Score -3.03276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260798 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -30327588.000000 Penalty: 6187.711914
	Iteration 71Q: 3 clusters Score -3.032759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260804 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -30327590.000000 Penalty: 6187.711914
	Iteration 72Q: 3 clusters Score -3.032759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260813 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -30327572.000000 Penalty: 6187.711914
	Iteration 73Q: 3 clusters Score -3.032757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260825 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -30327560.000000 Penalty: 6187.711914
	Iteration 74Q: 3 clusters Score -3.032756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260834 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -30327548.000000 Penalty: 6187.711914
	Iteration 75Q: 3 clusters Score -3.032755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260844 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -30327552.000000 Penalty: 6187.711914
	Iteration 76Q: 3 clusters Score -3.032755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260854 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -30327568.000000 Penalty: 6187.711914
	Iteration 77Q: 3 clusters Score -3.032757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260864 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -30327600.000000 Penalty: 6187.711914
	Iteration 78Q: 3 clusters Score -3.03276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260877 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -30327574.000000 Penalty: 6187.711914
	Iteration 79Q: 3 clusters Score -3.032757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260882 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -30327574.000000 Penalty: 6187.711914
	Iteration 80F: 3 clusters Score -3.032757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260884 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -30327570.000000 Penalty: 6187.711914
	Iteration 81Q: 3 clusters Score -3.032757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260887 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -30327556.000000 Penalty: 6187.711914
	Iteration 82Q: 3 clusters Score -3.032756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260890 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -30327558.000000 Penalty: 6187.711914
	Iteration 83Q: 3 clusters Score -3.032756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260894 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -30327566.000000 Penalty: 6187.711914
	Iteration 84Q: 3 clusters Score -3.032757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260900 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -30327568.000000 Penalty: 6187.711914
	Iteration 85Q: 3 clusters Score -3.032757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260906 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -30327560.000000 Penalty: 6187.711914
	Iteration 86Q: 3 clusters Score -3.032756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260912 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -30327560.000000 Penalty: 6187.711914
	Iteration 87Q: 3 clusters Score -3.032756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260914 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -30327582.000000 Penalty: 6187.711914
	Iteration 88Q: 3 clusters Score -3.032758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260918 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -30327568.000000 Penalty: 6187.711914
	Iteration 89Q: 3 clusters Score -3.032757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260921 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -30327584.000000 Penalty: 6187.711914
	Iteration 90Q: 3 clusters Score -3.032758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260922 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -30327558.000000 Penalty: 6187.711914
	Iteration 91Q: 3 clusters Score -3.032756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260925 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -30327558.000000 Penalty: 6187.711914
	Iteration 92Q: 3 clusters Score -3.032756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260929 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -30327560.000000 Penalty: 6187.711914
	Iteration 93Q: 3 clusters Score -3.032756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260937 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -30327574.000000 Penalty: 6187.711914
	Iteration 94Q: 3 clusters Score -3.032757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260941 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -30327582.000000 Penalty: 6187.711914
	Iteration 95Q: 3 clusters Score -3.032758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260947 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -30327586.000000 Penalty: 6187.711914
	Iteration 96Q: 3 clusters Score -3.032759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260954 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -30327570.000000 Penalty: 6187.711914
	Iteration 97Q: 3 clusters Score -3.032757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260961 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -30327544.000000 Penalty: 6187.711914
	Iteration 98Q: 3 clusters Score -3.032754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260967 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -30327564.000000 Penalty: 6187.711914
	Iteration 99Q: 3 clusters Score -3.032756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260971 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -30327580.000000 Penalty: 6187.711914
	Iteration 100F: 3 clusters Score -3.032758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260974 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -30327582.000000 Penalty: 6187.711914
	Iteration 101Q: 3 clusters Score -3.032758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260983 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -30327592.000000 Penalty: 6187.711914
	Iteration 102Q: 3 clusters Score -3.032759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260991 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -30327586.000000 Penalty: 6187.711914
	Iteration 103Q: 3 clusters Score -3.032759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260997 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -30327560.000000 Penalty: 6187.711914
	Iteration 104Q: 3 clusters Score -3.032756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261000 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -30327584.000000 Penalty: 6187.711914
	Iteration 105Q: 3 clusters Score -3.032758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261005 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -30327590.000000 Penalty: 6187.711914
	Iteration 106Q: 3 clusters Score -3.032759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261009 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -30327584.000000 Penalty: 6187.711914
	Iteration 107Q: 3 clusters Score -3.032758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261013 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -30327582.000000 Penalty: 6187.711914
	Iteration 108Q: 3 clusters Score -3.032758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261015 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -30327608.000000 Penalty: 6187.711914
	Iteration 109Q: 3 clusters Score -3.032761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261019 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -30327604.000000 Penalty: 6187.711914
	Iteration 110Q: 3 clusters Score -3.03276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261019 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -30327608.000000 Penalty: 6187.711914
	Iteration 111Q: 3 clusters Score -3.032761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261022 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -30327612.000000 Penalty: 6187.711914
	Iteration 112Q: 3 clusters Score -3.032761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261023 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -30327600.000000 Penalty: 6187.711914
	Iteration 113Q: 3 clusters Score -3.03276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261023 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -30327600.000000 Penalty: 6187.711914
	Iteration 114F: 3 clusters Score -3.03276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Entering Unmasked Estep 
Score: -7451675.000000 Penalty: 2740.608887
	Iteration 0F: 2 clusters Score -7451675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -7409554.500000 Penalty: 5481.217773
	Iteration 0F: 3 clusters Score -7409554 nChanged 29234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -7425818.000000 Penalty: 5481.217773
	Iteration 1F: 3 clusters Score -7425818 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -7426320.000000 Penalty: 5481.217773
	Iteration 2Q: 3 clusters Score -7426320 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -7426802.500000 Penalty: 5481.217773
	Iteration 3Q: 3 clusters Score -7426802 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -7427394.500000 Penalty: 5481.217773
	Iteration 4Q: 3 clusters Score -7427394 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -7428147.000000 Penalty: 5481.217773
	Iteration 5Q: 3 clusters Score -7428147 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -7429408.000000 Penalty: 5481.217773
	Iteration 6Q: 3 clusters Score -7429408 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -7431537.500000 Penalty: 5481.217773
	Iteration 7F: 3 clusters Score -7431538 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -7434814.500000 Penalty: 5481.217773
	Iteration 8F: 3 clusters Score -7434814 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -7438981.000000 Penalty: 5481.217773
	Iteration 9F: 3 clusters Score -7438981 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -7443341.500000 Penalty: 5481.217773
	Iteration 10F: 3 clusters Score -7443342 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -7446596.000000 Penalty: 5481.217773
	Iteration 11F: 3 clusters Score -7446596 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7448184.500000 Penalty: 5481.217773
	Iteration 12Q: 3 clusters Score -7448184 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62476 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7448779.000000 Penalty: 5481.217773
	Iteration 13Q: 3 clusters Score -7448779 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7448991.000000 Penalty: 5481.217773
	Iteration 14Q: 3 clusters Score -7448991 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7449082.000000 Penalty: 5481.217773
	Iteration 15Q: 3 clusters Score -7449082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7449140.000000 Penalty: 5481.217773
	Iteration 16Q: 3 clusters Score -7449140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62776 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7449176.500000 Penalty: 5481.217773
	Iteration 17Q: 3 clusters Score -7449176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7449176.000000 Penalty: 5481.217773
	Iteration 18Q: 3 clusters Score -7449176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7449190.000000 Penalty: 5481.217773
	Iteration 19Q: 3 clusters Score -7449190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7449196.000000 Penalty: 5481.217773
	Iteration 20F: 3 clusters Score -7449196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7449201.000000 Penalty: 5481.217773
	Iteration 21Q: 3 clusters Score -7449201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7449201.000000 Penalty: 5481.217773
	Iteration 22F: 3 clusters Score -7449201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 5 contains 27883 members 
Mstep: Class 6 contains 37295 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 153577 members 
Mstep: Class 10 contains 25784 members 
Mstep: Class 13 contains 16143 members 
Mstep: Class 14 contains 23708 members 
Mstep: Class 15 contains 18924 members 
Mstep: Class 17 contains 261771 members 
Mstep: Class 19 contains 62997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655808.000000 Penalty: 43162.746094
Iteration 159Q: 14 clusters Score -7.465581e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 5 contains 27895 members 
Mstep: Class 6 contains 37290 members 
Mstep: Class 7 contains 1423 members 
Mstep: Class 8 contains 155060 members 
Mstep: Class 10 contains 25744 members 
Mstep: Class 13 contains 16111 members 
Mstep: Class 14 contains 23749 members 
Mstep: Class 15 contains 18883 members 
Mstep: Class 17 contains 260558 members 
Mstep: Class 19 contains 62817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655752.000000 Penalty: 43162.746094
Iteration 160F: 14 clusters Score -7.465575e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 7774 members 
Mstep: Class 5 contains 27884 members 
Mstep: Class 6 contains 37316 members 
Mstep: Class 7 contains 1423 members 
Mstep: Class 8 contains 156267 members 
Mstep: Class 10 contains 25698 members 
Mstep: Class 13 contains 16067 members 
Mstep: Class 14 contains 23778 members 
Mstep: Class 15 contains 18828 members 
Mstep: Class 17 contains 259457 members 
Mstep: Class 19 contains 62582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656056.000000 Penalty: 43162.746094
Iteration 161Q: 14 clusters Score -7.465606e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 8036 members 
Mstep: Class 5 contains 27874 members 
Mstep: Class 6 contains 37364 members 
Mstep: Class 7 contains 1422 members 
Mstep: Class 8 contains 157384 members 
Mstep: Class 10 contains 25646 members 
Mstep: Class 13 contains 16045 members 
Mstep: Class 14 contains 23801 members 
Mstep: Class 15 contains 18770 members 
Mstep: Class 17 contains 258338 members 
Mstep: Class 19 contains 62414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655936.000000 Penalty: 43162.746094
Iteration 162Q: 14 clusters Score -7.465594e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 5 contains 27873 members 
Mstep: Class 6 contains 37397 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 158565 members 
Mstep: Class 10 contains 25610 members 
Mstep: Class 13 contains 16003 members 
Mstep: Class 14 contains 23819 members 
Mstep: Class 15 contains 18731 members 
Mstep: Class 17 contains 257101 members 
Mstep: Class 19 contains 62271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656032.000000 Penalty: 43162.746094
Iteration 163Q: 14 clusters Score -7.465603e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 8603 members 
Mstep: Class 5 contains 27873 members 
Mstep: Class 6 contains 37449 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 159726 members 
Mstep: Class 10 contains 25582 members 
Mstep: Class 13 contains 15943 members 
Mstep: Class 14 contains 23831 members 
Mstep: Class 15 contains 18706 members 
Mstep: Class 17 contains 255836 members 
Mstep: Class 19 contains 62161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655696.000000 Penalty: 43162.746094
Iteration 164Q: 14 clusters Score -7.46557e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 8896 members 
Mstep: Class 5 contains 27867 members 
Mstep: Class 6 contains 37494 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 160767 members 
Mstep: Class 10 contains 25584 members 
Mstep: Class 13 contains 15887 members 
Mstep: Class 14 contains 23850 members 
Mstep: Class 15 contains 18682 members 
Mstep: Class 17 contains 254654 members 
Mstep: Class 19 contains 62061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655656.000000 Penalty: 43162.746094
Iteration 165Q: 14 clusters Score -7.465566e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 9179 members 
Mstep: Class 5 contains 27863 members 
Mstep: Class 6 contains 37517 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 161849 members 
Mstep: Class 10 contains 25585 members 
Mstep: Class 13 contains 15837 members 
Mstep: Class 14 contains 23858 members 
Mstep: Class 15 contains 18668 members 
Mstep: Class 17 contains 253483 members 
Mstep: Class 19 contains 61934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655496.000000 Penalty: 43162.746094
Iteration 166Q: 14 clusters Score -7.46555e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 9501 members 
Mstep: Class 5 contains 27862 members 
Mstep: Class 6 contains 37534 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 162865 members 
Mstep: Class 10 contains 25596 members 
Mstep: Class 13 contains 15796 members 
Mstep: Class 14 contains 23847 members 
Mstep: Class 15 contains 18652 members 
Mstep: Class 17 contains 252342 members 
Mstep: Class 19 contains 61808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655328.000000 Penalty: 43162.746094
Iteration 167Q: 14 clusters Score -7.465533e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 9796 members 
Mstep: Class 5 contains 27859 members 
Mstep: Class 6 contains 37552 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 164004 members 
Mstep: Class 10 contains 25592 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 23849 members 
Mstep: Class 15 contains 18634 members 
Mstep: Class 17 contains 251097 members 
Mstep: Class 19 contains 61668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655504.000000 Penalty: 43162.746094
Iteration 168Q: 14 clusters Score -7.46555e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 10113 members 
Mstep: Class 5 contains 27856 members 
Mstep: Class 6 contains 37562 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 165264 members 
Mstep: Class 10 contains 25587 members 
Mstep: Class 13 contains 15759 members 
Mstep: Class 14 contains 23854 members 
Mstep: Class 15 contains 18619 members 
Mstep: Class 17 contains 249709 members 
Mstep: Class 19 contains 61553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655688.000000 Penalty: 43162.746094
Iteration 169Q: 14 clusters Score -7.465569e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 10439 members 
Mstep: Class 5 contains 27858 members 
Mstep: Class 6 contains 37567 members 
Mstep: Class 7 contains 1422 members 
Mstep: Class 8 contains 166659 members 
Mstep: Class 10 contains 25591 members 
Mstep: Class 13 contains 15730 members 
Mstep: Class 14 contains 23836 members 
Mstep: Class 15 contains 18607 members 
Mstep: Class 17 contains 248198 members 
Mstep: Class 19 contains 61437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655592.000000 Penalty: 43162.746094
Iteration 170Q: 14 clusters Score -7.465559e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 10793 members 
Mstep: Class 5 contains 27860 members 
Mstep: Class 6 contains 37569 members 
Mstep: Class 7 contains 1421 members 
Mstep: Class 8 contains 168210 members 
Mstep: Class 10 contains 25606 members 
Mstep: Class 13 contains 15701 members 
Mstep: Class 14 contains 23812 members 
Mstep: Class 15 contains 18592 members 
Mstep: Class 17 contains 246512 members 
Mstep: Class 19 contains 61303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655904.000000 Penalty: 43162.746094
Iteration 171Q: 14 clusters Score -7.46559e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 11134 members 
Mstep: Class 5 contains 27865 members 
Mstep: Class 6 contains 37577 members 
Mstep: Class 7 contains 1422 members 
Mstep: Class 8 contains 169887 members 
Mstep: Class 10 contains 25586 members 
Mstep: Class 13 contains 15673 members 
Mstep: Class 14 contains 23772 members 
Mstep: Class 15 contains 18577 members 
Mstep: Class 17 contains 244714 members 
Mstep: Class 19 contains 61205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656224.000000 Penalty: 43162.746094
Iteration 172Q: 14 clusters Score -7.465622e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 11506 members 
Mstep: Class 5 contains 27865 members 
Mstep: Class 6 contains 37589 members 
Mstep: Class 7 contains 1418 members 
Mstep: Class 8 contains 171669 members 
Mstep: Class 10 contains 25579 members 
Mstep: Class 13 contains 15644 members 
Mstep: Class 14 contains 23721 members 
Mstep: Class 15 contains 18548 members 
Mstep: Class 17 contains 242781 members 
Mstep: Class 19 contains 61112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656776.000000 Penalty: 43162.746094
Iteration 173Q: 14 clusters Score -7.465678e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 11884 members 
Mstep: Class 5 contains 27863 members 
Mstep: Class 6 contains 37595 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 173819 members 
Mstep: Class 10 contains 25554 members 
Mstep: Class 13 contains 15628 members 
Mstep: Class 14 contains 23651 members 
Mstep: Class 15 contains 18519 members 
Mstep: Class 17 contains 240523 members 
Mstep: Class 19 contains 60997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656464.000000 Penalty: 43162.746094
Iteration 174Q: 14 clusters Score -7.465646e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 12283 members 
Mstep: Class 5 contains 27862 members 
Mstep: Class 6 contains 37616 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 176437 members 
Mstep: Class 10 contains 25525 members 
Mstep: Class 13 contains 15579 members 
Mstep: Class 14 contains 23543 members 
Mstep: Class 15 contains 18496 members 
Mstep: Class 17 contains 237875 members 
Mstep: Class 19 contains 60846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657024.000000 Penalty: 43162.746094
Iteration 175Q: 14 clusters Score -7.465702e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 12732 members 
Mstep: Class 5 contains 27856 members 
Mstep: Class 6 contains 37626 members 
Mstep: Class 7 contains 1410 members 
Mstep: Class 8 contains 179473 members 
Mstep: Class 10 contains 25512 members 
Mstep: Class 13 contains 15513 members 
Mstep: Class 14 contains 23410 members 
Mstep: Class 15 contains 18455 members 
Mstep: Class 17 contains 234847 members 
Mstep: Class 19 contains 60675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656968.000000 Penalty: 43162.746094
Iteration 176Q: 14 clusters Score -7.465697e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 13178 members 
Mstep: Class 5 contains 27862 members 
Mstep: Class 6 contains 37645 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 182802 members 
Mstep: Class 10 contains 25473 members 
Mstep: Class 13 contains 15445 members 
Mstep: Class 14 contains 23261 members 
Mstep: Class 15 contains 18406 members 
Mstep: Class 17 contains 231595 members 
Mstep: Class 19 contains 60477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656280.000000 Penalty: 43162.746094
Iteration 177Q: 14 clusters Score -7.465628e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 13689 members 
Mstep: Class 5 contains 27865 members 
Mstep: Class 6 contains 37669 members 
Mstep: Class 7 contains 1410 members 
Mstep: Class 8 contains 186103 members 
Mstep: Class 10 contains 25448 members 
Mstep: Class 13 contains 15377 members 
Mstep: Class 14 contains 23102 members 
Mstep: Class 15 contains 18352 members 
Mstep: Class 17 contains 228313 members 
Mstep: Class 19 contains 60272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656384.000000 Penalty: 43162.746094
Iteration 178Q: 14 clusters Score -7.465638e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 14221 members 
Mstep: Class 5 contains 27865 members 
Mstep: Class 6 contains 37686 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 189457 members 
Mstep: Class 10 contains 25441 members 
Mstep: Class 13 contains 15334 members 
Mstep: Class 14 contains 22924 members 
Mstep: Class 15 contains 18304 members 
Mstep: Class 17 contains 224888 members 
Mstep: Class 19 contains 60103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656144.000000 Penalty: 43162.746094
Iteration 179Q: 14 clusters Score -7.465614e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 5 contains 27864 members 
Mstep: Class 6 contains 37696 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 192764 members 
Mstep: Class 10 contains 25445 members 
Mstep: Class 13 contains 15275 members 
Mstep: Class 14 contains 22719 members 
Mstep: Class 15 contains 18252 members 
Mstep: Class 17 contains 221566 members 
Mstep: Class 19 contains 59950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656376.000000 Penalty: 43162.746094
Iteration 180F: 14 clusters Score -7.465638e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 633 members 
Mstep: Class 3 contains 15235 members 
Mstep: Class 5 contains 27871 members 
Mstep: Class 6 contains 37726 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 195955 members 
Mstep: Class 10 contains 25426 members 
Mstep: Class 13 contains 15230 members 
Mstep: Class 14 contains 22504 members 
Mstep: Class 15 contains 18216 members 
Mstep: Class 17 contains 218325 members 
Mstep: Class 19 contains 59836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656576.000000 Penalty: 43162.746094
Iteration 181Q: 14 clusters Score -7.465658e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 15734 members 
Mstep: Class 5 contains 27876 members 
Mstep: Class 6 contains 37744 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 198809 members 
Mstep: Class 10 contains 25415 members 
Mstep: Class 13 contains 15179 members 
Mstep: Class 14 contains 22313 members 
Mstep: Class 15 contains 18185 members 
Mstep: Class 17 contains 215375 members 
Mstep: Class 19 contains 59736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656392.000000 Penalty: 43162.746094
Iteration 182Q: 14 clusters Score -7.465639e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 16156 members 
Mstep: Class 5 contains 27879 members 
Mstep: Class 6 contains 37744 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 201030 members 
Mstep: Class 10 contains 25393 members 
Mstep: Class 13 contains 15118 members 
Mstep: Class 14 contains 22162 members 
Mstep: Class 15 contains 18154 members 
Mstep: Class 17 contains 213044 members 
Mstep: Class 19 contains 59688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656224.000000 Penalty: 43162.746094
Iteration 183Q: 14 clusters Score -7.465622e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 16544 members 
Mstep: Class 5 contains 27880 members 
Mstep: Class 6 contains 37771 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 202532 members 
Mstep: Class 10 contains 25397 members 
Mstep: Class 13 contains 15053 members 
Mstep: Class 14 contains 21986 members 
Mstep: Class 15 contains 18139 members 
Mstep: Class 17 contains 211463 members 
Mstep: Class 19 contains 59605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656336.000000 Penalty: 43162.746094
Iteration 184Q: 14 clusters Score -7.465634e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 16917 members 
Mstep: Class 5 contains 27876 members 
Mstep: Class 6 contains 37803 members 
Mstep: Class 7 contains 1410 members 
Mstep: Class 8 contains 203450 members 
Mstep: Class 10 contains 25379 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 21838 members 
Mstep: Class 15 contains 18098 members 
Mstep: Class 17 contains 210547 members 
Mstep: Class 19 contains 59489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656472.000000 Penalty: 43162.746094
Iteration 185Q: 14 clusters Score -7.465647e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17222 members 
Mstep: Class 5 contains 27881 members 
Mstep: Class 6 contains 37834 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 203768 members 
Mstep: Class 10 contains 25350 members 
Mstep: Class 13 contains 14947 members 
Mstep: Class 14 contains 21660 members 
Mstep: Class 15 contains 18036 members 
Mstep: Class 17 contains 210307 members 
Mstep: Class 19 contains 59412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656680.000000 Penalty: 43162.746094
Iteration 186Q: 14 clusters Score -7.465668e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17518 members 
Mstep: Class 5 contains 27882 members 
Mstep: Class 6 contains 37878 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 203517 members 
Mstep: Class 10 contains 25333 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 21512 members 
Mstep: Class 15 contains 18014 members 
Mstep: Class 17 contains 210577 members 
Mstep: Class 19 contains 59301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657080.000000 Penalty: 43162.746094
Iteration 187Q: 14 clusters Score -7.465708e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17769 members 
Mstep: Class 5 contains 27881 members 
Mstep: Class 6 contains 37908 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 202847 members 
Mstep: Class 10 contains 25299 members 
Mstep: Class 13 contains 14814 members 
Mstep: Class 14 contains 21380 members 
Mstep: Class 15 contains 17992 members 
Mstep: Class 17 contains 211344 members 
Mstep: Class 19 contains 59185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657312.000000 Penalty: 43162.746094
Iteration 188Q: 14 clusters Score -7.465731e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17988 members 
Mstep: Class 5 contains 27882 members 
Mstep: Class 6 contains 37993 members 
Mstep: Class 7 contains 1410 members 
Mstep: Class 8 contains 201697 members 
Mstep: Class 10 contains 25256 members 
Mstep: Class 13 contains 14767 members 
Mstep: Class 14 contains 21282 members 
Mstep: Class 15 contains 17972 members 
Mstep: Class 17 contains 212583 members 
Mstep: Class 19 contains 59010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657464.000000 Penalty: 43162.746094
Iteration 189Q: 14 clusters Score -7.465746e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18191 members 
Mstep: Class 5 contains 27880 members 
Mstep: Class 6 contains 38083 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 200174 members 
Mstep: Class 10 contains 25228 members 
Mstep: Class 13 contains 14744 members 
Mstep: Class 14 contains 21192 members 
Mstep: Class 15 contains 17963 members 
Mstep: Class 17 contains 214145 members 
Mstep: Class 19 contains 58802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657880.000000 Penalty: 43162.746094
Iteration 190Q: 14 clusters Score -7.465788e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18341 members 
Mstep: Class 5 contains 27886 members 
Mstep: Class 6 contains 38180 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 198393 members 
Mstep: Class 10 contains 25193 members 
Mstep: Class 13 contains 14719 members 
Mstep: Class 14 contains 21114 members 
Mstep: Class 15 contains 17959 members 
Mstep: Class 17 contains 215988 members 
Mstep: Class 19 contains 58595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657936.000000 Penalty: 43162.746094
Iteration 191Q: 14 clusters Score -7.465794e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18491 members 
Mstep: Class 5 contains 27883 members 
Mstep: Class 6 contains 38265 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 196434 members 
Mstep: Class 10 contains 25162 members 
Mstep: Class 13 contains 14686 members 
Mstep: Class 14 contains 21049 members 
Mstep: Class 15 contains 17934 members 
Mstep: Class 17 contains 218069 members 
Mstep: Class 19 contains 58381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658400.000000 Penalty: 43162.746094
Iteration 192Q: 14 clusters Score -7.46584e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18620 members 
Mstep: Class 5 contains 27885 members 
Mstep: Class 6 contains 38360 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 194286 members 
Mstep: Class 10 contains 25138 members 
Mstep: Class 13 contains 14671 members 
Mstep: Class 14 contains 21003 members 
Mstep: Class 15 contains 17900 members 
Mstep: Class 17 contains 220341 members 
Mstep: Class 19 contains 58143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658552.000000 Penalty: 43162.746094
Iteration 193Q: 14 clusters Score -7.465855e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 5 contains 27888 members 
Mstep: Class 6 contains 38448 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 192149 members 
Mstep: Class 10 contains 25082 members 
Mstep: Class 13 contains 14653 members 
Mstep: Class 14 contains 20953 members 
Mstep: Class 15 contains 17870 members 
Mstep: Class 17 contains 222670 members 
Mstep: Class 19 contains 57871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659208.000000 Penalty: 43162.746094
Iteration 194Q: 14 clusters Score -7.465921e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18847 members 
Mstep: Class 5 contains 27889 members 
Mstep: Class 6 contains 38531 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 189909 members 
Mstep: Class 10 contains 25032 members 
Mstep: Class 13 contains 14644 members 
Mstep: Class 14 contains 20917 members 
Mstep: Class 15 contains 17832 members 
Mstep: Class 17 contains 225167 members 
Mstep: Class 19 contains 57557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659504.000000 Penalty: 43162.746094
Iteration 195Q: 14 clusters Score -7.46595e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18887 members 
Mstep: Class 5 contains 27893 members 
Mstep: Class 6 contains 38616 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 187816 members 
Mstep: Class 10 contains 24971 members 
Mstep: Class 13 contains 14640 members 
Mstep: Class 14 contains 20877 members 
Mstep: Class 15 contains 17792 members 
Mstep: Class 17 contains 227627 members 
Mstep: Class 19 contains 57202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659712.000000 Penalty: 43162.746094
Iteration 196Q: 14 clusters Score -7.465971e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18919 members 
Mstep: Class 5 contains 27896 members 
Mstep: Class 6 contains 38693 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 185684 members 
Mstep: Class 10 contains 24914 members 
Mstep: Class 13 contains 14635 members 
Mstep: Class 14 contains 20846 members 
Mstep: Class 15 contains 17756 members 
Mstep: Class 17 contains 230142 members 
Mstep: Class 19 contains 56847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659880.000000 Penalty: 43162.746094
Iteration 197Q: 14 clusters Score -7.465988e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18893 members 
Mstep: Class 5 contains 27890 members 
Mstep: Class 6 contains 38781 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 183649 members 
Mstep: Class 10 contains 24841 members 
Mstep: Class 13 contains 14612 members 
Mstep: Class 14 contains 20845 members 
Mstep: Class 15 contains 17733 members 
Mstep: Class 17 contains 232591 members 
Mstep: Class 19 contains 56508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74660320.000000 Penalty: 43162.746094
Iteration 198Q: 14 clusters Score -7.466032e+07 nChanged 3422
Entering ConstructFrom: 
Score: -74660320.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 1 (13701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Entering Unmasked Estep 
Score: -1622252.875000 Penalty: 2362.255371
	Iteration 0F: 2 clusters Score -1622253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1612231.250000 Penalty: 4724.510742
	Iteration 0F: 3 clusters Score -1612231 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1615406.625000 Penalty: 4724.510742
	Iteration 1F: 3 clusters Score -1615407 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1615744.000000 Penalty: 4724.510742
	Iteration 2F: 3 clusters Score -1615744 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1616001.625000 Penalty: 4724.510742
	Iteration 3Q: 3 clusters Score -1616002 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1616246.500000 Penalty: 4724.510742
	Iteration 4Q: 3 clusters Score -1616246 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1616483.000000 Penalty: 4724.510742
	Iteration 5Q: 3 clusters Score -1616483 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1616708.375000 Penalty: 4724.510742
	Iteration 6Q: 3 clusters Score -1616708 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1616937.000000 Penalty: 4724.510742
	Iteration 7Q: 3 clusters Score -1616937 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1617175.875000 Penalty: 4724.510742
	Iteration 8Q: 3 clusters Score -1617176 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1617423.375000 Penalty: 4724.510742
	Iteration 9Q: 3 clusters Score -1617423 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1617674.125000 Penalty: 4724.510742
	Iteration 10Q: 3 clusters Score -1617674 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1617949.250000 Penalty: 4724.510742
	Iteration 11Q: 3 clusters Score -1617949 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1618252.125000 Penalty: 4724.510742
	Iteration 12Q: 3 clusters Score -1618252 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1618556.875000 Penalty: 4724.510742
	Iteration 13Q: 3 clusters Score -1618557 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1618836.625000 Penalty: 4724.510742
	Iteration 14Q: 3 clusters Score -1618837 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1619070.875000 Penalty: 4724.510742
	Iteration 15Q: 3 clusters Score -1619071 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1619236.000000 Penalty: 4724.510742
	Iteration 16Q: 3 clusters Score -1619236 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1619345.250000 Penalty: 4724.510742
	Iteration 17Q: 3 clusters Score -1619345 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1619453.875000 Penalty: 4724.510742
	Iteration 18Q: 3 clusters Score -1619454 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1619534.000000 Penalty: 4724.510742
	Iteration 19Q: 3 clusters Score -1619534 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1619601.750000 Penalty: 4724.510742
	Iteration 20F: 3 clusters Score -1619602 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1619674.500000 Penalty: 4724.510742
	Iteration 21Q: 3 clusters Score -1619674 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1619749.375000 Penalty: 4724.510742
	Iteration 22Q: 3 clusters Score -1619749 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1619796.375000 Penalty: 4724.510742
	Iteration 23Q: 3 clusters Score -1619796 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1619847.375000 Penalty: 4724.510742
	Iteration 24Q: 3 clusters Score -1619847 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1619888.000000 Penalty: 4724.510742
	Iteration 25Q: 3 clusters Score -1619888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1619922.375000 Penalty: 4724.510742
	Iteration 26Q: 3 clusters Score -1619922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1619946.000000 Penalty: 4724.510742
	Iteration 27Q: 3 clusters Score -1619946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1619969.000000 Penalty: 4724.510742
	Iteration 28Q: 3 clusters Score -1619969 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1620001.125000 Penalty: 4724.510742
	Iteration 29Q: 3 clusters Score -1620001 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1620034.375000 Penalty: 4724.510742
	Iteration 30Q: 3 clusters Score -1620034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1620062.125000 Penalty: 4724.510742
	Iteration 31Q: 3 clusters Score -1620062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1620100.750000 Penalty: 4724.510742
	Iteration 32Q: 3 clusters Score -1620101 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1620120.000000 Penalty: 4724.510742
	Iteration 33Q: 3 clusters Score -1620120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1620143.625000 Penalty: 4724.510742
	Iteration 34Q: 3 clusters Score -1620144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1620165.625000 Penalty: 4724.510742
	Iteration 35Q: 3 clusters Score -1620166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1620186.125000 Penalty: 4724.510742
	Iteration 36Q: 3 clusters Score -1620186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1620205.875000 Penalty: 4724.510742
	Iteration 37Q: 3 clusters Score -1620206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1620228.250000 Penalty: 4724.510742
	Iteration 38Q: 3 clusters Score -1620228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1620242.625000 Penalty: 4724.510742
	Iteration 39Q: 3 clusters Score -1620243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1620257.375000 Penalty: 4724.510742
	Iteration 40F: 3 clusters Score -1620257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1620265.000000 Penalty: 4724.510742
	Iteration 41Q: 3 clusters Score -1620265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1620279.375000 Penalty: 4724.510742
	Iteration 42Q: 3 clusters Score -1620279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1620296.875000 Penalty: 4724.510742
	Iteration 43Q: 3 clusters Score -1620297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1620312.625000 Penalty: 4724.510742
	Iteration 44Q: 3 clusters Score -1620313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1620326.000000 Penalty: 4724.510742
	Iteration 45Q: 3 clusters Score -1620326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1620341.375000 Penalty: 4724.510742
	Iteration 46Q: 3 clusters Score -1620341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1620346.625000 Penalty: 4724.510742
	Iteration 47Q: 3 clusters Score -1620347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1620352.375000 Penalty: 4724.510742
	Iteration 48Q: 3 clusters Score -1620352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1620356.375000 Penalty: 4724.510742
	Iteration 49Q: 3 clusters Score -1620356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1620356.625000 Penalty: 4724.510742
	Iteration 50Q: 3 clusters Score -1620357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1620355.625000 Penalty: 4724.510742
	Iteration 51Q: 3 clusters Score -1620356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1620359.750000 Penalty: 4724.510742
	Iteration 52Q: 3 clusters Score -1620360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1620359.875000 Penalty: 4724.510742
	Iteration 53Q: 3 clusters Score -1620360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1620362.500000 Penalty: 4724.510742
	Iteration 54Q: 3 clusters Score -1620362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1620362.500000 Penalty: 4724.510742
	Iteration 55F: 3 clusters Score -1620362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -69377.820312 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -69377.82 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 307 members 
Entering Unmasked Estep 
Score: -67726.585938 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -67726.59 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67948.773438 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -67948.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68009.640625 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -68009.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68039.757812 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -68039.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68060.414062 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -68060.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68066.492188 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -68066.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68066.953125 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -68066.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68066.953125 Penalty: 3197.863525
	Iteration 7F: 3 clusters Score -68066.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Entering Unmasked Estep 
Score: -2192410.250000 Penalty: 2441.352051
	Iteration 0F: 2 clusters Score -2192410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2179021.000000 Penalty: 4882.704102
	Iteration 0F: 3 clusters Score -2179021 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2183405.500000 Penalty: 4882.704102
	Iteration 1F: 3 clusters Score -2183406 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2183782.750000 Penalty: 4882.704102
	Iteration 2F: 3 clusters Score -2183783 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2184215.750000 Penalty: 4882.704102
	Iteration 3F: 3 clusters Score -2184216 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2184781.750000 Penalty: 4882.704102
	Iteration 4F: 3 clusters Score -2184782 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2185620.750000 Penalty: 4882.704102
	Iteration 5F: 3 clusters Score -2185621 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2186672.500000 Penalty: 4882.704102
	Iteration 6F: 3 clusters Score -2186672 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2187901.000000 Penalty: 4882.704102
	Iteration 7F: 3 clusters Score -2187901 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2188947.000000 Penalty: 4882.704102
	Iteration 8F: 3 clusters Score -2188947 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2189683.000000 Penalty: 4882.704102
	Iteration 9Q: 3 clusters Score -2189683 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2190058.750000 Penalty: 4882.704102
	Iteration 10Q: 3 clusters Score -2190059 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2190292.500000 Penalty: 4882.704102
	Iteration 11Q: 3 clusters Score -2190292 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2190435.750000 Penalty: 4882.704102
	Iteration 12Q: 3 clusters Score -2190436 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2190550.250000 Penalty: 4882.704102
	Iteration 13Q: 3 clusters Score -2190550 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2190635.250000 Penalty: 4882.704102
	Iteration 14Q: 3 clusters Score -2190635 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2190720.000000 Penalty: 4882.704102
	Iteration 15Q: 3 clusters Score -2190720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2190796.250000 Penalty: 4882.704102
	Iteration 16Q: 3 clusters Score -2190796 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2190900.750000 Penalty: 4882.704102
	Iteration 17Q: 3 clusters Score -2190901 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2191098.000000 Penalty: 4882.704102
	Iteration 18Q: 3 clusters Score -2191098 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2191294.250000 Penalty: 4882.704102
	Iteration 19Q: 3 clusters Score -2191294 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2191426.500000 Penalty: 4882.704102
	Iteration 20F: 3 clusters Score -2191426 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2191474.500000 Penalty: 4882.704102
	Iteration 21Q: 3 clusters Score -2191474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2191485.250000 Penalty: 4882.704102
	Iteration 22Q: 3 clusters Score -2191485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2191500.250000 Penalty: 4882.704102
	Iteration 23Q: 3 clusters Score -2191500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2191504.750000 Penalty: 4882.704102
	Iteration 24Q: 3 clusters Score -2191505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2191511.750000 Penalty: 4882.704102
	Iteration 25Q: 3 clusters Score -2191512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2191518.500000 Penalty: 4882.704102
	Iteration 26Q: 3 clusters Score -2191518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2191519.000000 Penalty: 4882.704102
	Iteration 27Q: 3 clusters Score -2191519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2191523.750000 Penalty: 4882.704102
	Iteration 28Q: 3 clusters Score -2191524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2191524.000000 Penalty: 4882.704102
	Iteration 29Q: 3 clusters Score -2191524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2191526.250000 Penalty: 4882.704102
	Iteration 30Q: 3 clusters Score -2191526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2191523.000000 Penalty: 4882.704102
	Iteration 31Q: 3 clusters Score -2191523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2191523.250000 Penalty: 4882.704102
	Iteration 32Q: 3 clusters Score -2191523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2191523.250000 Penalty: 4882.704102
	Iteration 33F: 3 clusters Score -2191523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Entering Unmasked Estep 
Score: -3234944.000000 Penalty: 2538.524902
	Iteration 0F: 2 clusters Score -3234944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3215774.500000 Penalty: 5077.049805
	Iteration 0F: 3 clusters Score -3215774 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3222602.750000 Penalty: 5077.049805
	Iteration 1F: 3 clusters Score -3222603 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3223215.000000 Penalty: 5077.049805
	Iteration 2F: 3 clusters Score -3223215 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3223907.000000 Penalty: 5077.049805
	Iteration 3F: 3 clusters Score -3223907 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3224757.250000 Penalty: 5077.049805
	Iteration 4F: 3 clusters Score -3224757 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3225667.500000 Penalty: 5077.049805
	Iteration 5F: 3 clusters Score -3225668 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3226687.750000 Penalty: 5077.049805
	Iteration 6F: 3 clusters Score -3226688 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3227795.000000 Penalty: 5077.049805
	Iteration 7F: 3 clusters Score -3227795 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3228960.500000 Penalty: 5077.049805
	Iteration 8F: 3 clusters Score -3228960 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3230061.750000 Penalty: 5077.049805
	Iteration 9F: 3 clusters Score -3230062 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3231024.000000 Penalty: 5077.049805
	Iteration 10Q: 3 clusters Score -3231024 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3231789.000000 Penalty: 5077.049805
	Iteration 11Q: 3 clusters Score -3231789 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3232363.500000 Penalty: 5077.049805
	Iteration 12Q: 3 clusters Score -3232364 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3232781.250000 Penalty: 5077.049805
	Iteration 13Q: 3 clusters Score -3232781 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3233058.500000 Penalty: 5077.049805
	Iteration 14Q: 3 clusters Score -3233058 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3233286.500000 Penalty: 5077.049805
	Iteration 15Q: 3 clusters Score -3233286 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3233457.000000 Penalty: 5077.049805
	Iteration 16Q: 3 clusters Score -3233457 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3233573.750000 Penalty: 5077.049805
	Iteration 17Q: 3 clusters Score -3233574 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3233638.750000 Penalty: 5077.049805
	Iteration 18Q: 3 clusters Score -3233639 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3233692.500000 Penalty: 5077.049805
	Iteration 19Q: 3 clusters Score -3233692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3233725.500000 Penalty: 5077.049805
	Iteration 20F: 3 clusters Score -3233726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3233749.250000 Penalty: 5077.049805
	Iteration 21Q: 3 clusters Score -3233749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3233755.750000 Penalty: 5077.049805
	Iteration 22Q: 3 clusters Score -3233756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3233761.000000 Penalty: 5077.049805
	Iteration 23Q: 3 clusters Score -3233761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3233759.250000 Penalty: 5077.049805
	Iteration 24Q: 3 clusters Score -3233759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3233763.750000 Penalty: 5077.049805
	Iteration 25Q: 3 clusters Score -3233764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3233768.250000 Penalty: 5077.049805
	Iteration 26Q: 3 clusters Score -3233768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3233770.250000 Penalty: 5077.049805
	Iteration 27Q: 3 clusters Score -3233770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3233770.000000 Penalty: 5077.049805
	Iteration 28Q: 3 clusters Score -3233770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3233778.250000 Penalty: 5077.049805
	Iteration 29Q: 3 clusters Score -3233778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3233783.500000 Penalty: 5077.049805
	Iteration 30Q: 3 clusters Score -3233784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3233787.000000 Penalty: 5077.049805
	Iteration 31Q: 3 clusters Score -3233787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3233792.500000 Penalty: 5077.049805
	Iteration 32Q: 3 clusters Score -3233792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3233796.250000 Penalty: 5077.049805
	Iteration 33Q: 3 clusters Score -3233796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3233794.750000 Penalty: 5077.049805
	Iteration 34Q: 3 clusters Score -3233795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3233793.000000 Penalty: 5077.049805
	Iteration 35Q: 3 clusters Score -3233793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3233799.250000 Penalty: 5077.049805
	Iteration 36Q: 3 clusters Score -3233799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3233798.750000 Penalty: 5077.049805
	Iteration 37Q: 3 clusters Score -3233799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3233797.500000 Penalty: 5077.049805
	Iteration 38Q: 3 clusters Score -3233798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3233795.750000 Penalty: 5077.049805
	Iteration 39Q: 3 clusters Score -3233796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3233793.250000 Penalty: 5077.049805
	Iteration 40F: 3 clusters Score -3233793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3233793.000000 Penalty: 5077.049805
	Iteration 41Q: 3 clusters Score -3233793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3233794.500000 Penalty: 5077.049805
	Iteration 42Q: 3 clusters Score -3233794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3233794.500000 Penalty: 5077.049805
	Iteration 43Q: 3 clusters Score -3233794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3233795.250000 Penalty: 5077.049805
	Iteration 44Q: 3 clusters Score -3233795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3233797.250000 Penalty: 5077.049805
	Iteration 45Q: 3 clusters Score -3233797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3233800.250000 Penalty: 5077.049805
	Iteration 46Q: 3 clusters Score -3233800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3233798.000000 Penalty: 5077.049805
	Iteration 47Q: 3 clusters Score -3233798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3233803.000000 Penalty: 5077.049805
	Iteration 48Q: 3 clusters Score -3233803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3233804.500000 Penalty: 5077.049805
	Iteration 49Q: 3 clusters Score -3233804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3233804.500000 Penalty: 5077.049805
	Iteration 50F: 3 clusters Score -3233804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Entering Unmasked Estep 
Score: -4393399.000000 Penalty: 2620.858398
	Iteration 0F: 2 clusters Score -4393399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -4367045.500000 Penalty: 5241.716797
	Iteration 0F: 3 clusters Score -4367046 nChanged 17727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -4376777.000000 Penalty: 5241.716797
	Iteration 1F: 3 clusters Score -4376777 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -4377292.500000 Penalty: 5241.716797
	Iteration 2Q: 3 clusters Score -4377292 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -4377798.500000 Penalty: 5241.716797
	Iteration 3Q: 3 clusters Score -4377798 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -4378357.500000 Penalty: 5241.716797
	Iteration 4Q: 3 clusters Score -4378358 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -4379170.000000 Penalty: 5241.716797
	Iteration 5Q: 3 clusters Score -4379170 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -4380510.000000 Penalty: 5241.716797
	Iteration 6F: 3 clusters Score -4380510 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -4382739.000000 Penalty: 5241.716797
	Iteration 7F: 3 clusters Score -4382739 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -4386178.000000 Penalty: 5241.716797
	Iteration 8F: 3 clusters Score -4386178 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -4389605.500000 Penalty: 5241.716797
	Iteration 9F: 3 clusters Score -4389606 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4391734.000000 Penalty: 5241.716797
	Iteration 10F: 3 clusters Score -4391734 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -4392694.500000 Penalty: 5241.716797
	Iteration 11Q: 3 clusters Score -4392694 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -4393053.500000 Penalty: 5241.716797
	Iteration 12Q: 3 clusters Score -4393054 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4393187.500000 Penalty: 5241.716797
	Iteration 13Q: 3 clusters Score -4393188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -4393280.000000 Penalty: 5241.716797
	Iteration 14Q: 3 clusters Score -4393280 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -4393331.500000 Penalty: 5241.716797
	Iteration 15Q: 3 clusters Score -4393332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -4393355.000000 Penalty: 5241.716797
	Iteration 16Q: 3 clusters Score -4393355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -4393362.000000 Penalty: 5241.716797
	Iteration 17Q: 3 clusters Score -4393362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -4393357.500000 Penalty: 5241.716797
	Iteration 18Q: 3 clusters Score -4393358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4393364.500000 Penalty: 5241.716797
	Iteration 19Q: 3 clusters Score -4393364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4393367.500000 Penalty: 5241.716797
	Iteration 20F: 3 clusters Score -4393368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -4393366.500000 Penalty: 5241.716797
	Iteration 21Q: 3 clusters Score -4393366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4393369.000000 Penalty: 5241.716797
	Iteration 22Q: 3 clusters Score -4393369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4393367.500000 Penalty: 5241.716797
	Iteration 23Q: 3 clusters Score -4393368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4393363.500000 Penalty: 5241.716797
	Iteration 24Q: 3 clusters Score -4393364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4393363.500000 Penalty: 5241.716797
	Iteration 25F: 3 clusters Score -4393364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -143254.015625 Penalty: 1797.805298
	Iteration 0F: 2 clusters Score -143254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -141196.312500 Penalty: 3595.610596
	Iteration 0F: 3 clusters Score -141196.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -141909.937500 Penalty: 3595.610596
	Iteration 1F: 3 clusters Score -141909.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -142235.421875 Penalty: 3595.610596
	Iteration 2F: 3 clusters Score -142235.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -142482.937500 Penalty: 3595.610596
	Iteration 3F: 3 clusters Score -142482.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -142694.140625 Penalty: 3595.610596
	Iteration 4F: 3 clusters Score -142694.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -142821.625000 Penalty: 3595.610596
	Iteration 5F: 3 clusters Score -142821.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -142901.953125 Penalty: 3595.610596
	Iteration 6Q: 3 clusters Score -142902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -142942.500000 Penalty: 3595.610596
	Iteration 7Q: 3 clusters Score -142942.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -142958.203125 Penalty: 3595.610596
	Iteration 8Q: 3 clusters Score -142958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -142966.718750 Penalty: 3595.610596
	Iteration 9Q: 3 clusters Score -142966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -142969.437500 Penalty: 3595.610596
	Iteration 10Q: 3 clusters Score -142969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -142969.875000 Penalty: 3595.610596
	Iteration 11Q: 3 clusters Score -142969.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -142969.875000 Penalty: 3595.610596
	Iteration 12F: 3 clusters Score -142969.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (181643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181643 members 
Entering Unmasked Estep 
Score: -21091220.000000 Penalty: 3003.229980
	Iteration 0F: 2 clusters Score -2.109122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91196 members 
Mstep: Class 2 contains 90447 members 
Entering Unmasked Estep 
Score: -20972816.000000 Penalty: 6006.459961
	Iteration 0F: 3 clusters Score -2.097282e+07 nChanged 87046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98452 members 
Mstep: Class 2 contains 83191 members 
Entering Unmasked Estep 
Score: -21023974.000000 Penalty: 6006.459961
	Iteration 1F: 3 clusters Score -2.102397e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -21026260.000000 Penalty: 6006.459961
	Iteration 2Q: 3 clusters Score -2.102626e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109984 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
Score: -21030268.000000 Penalty: 6006.459961
	Iteration 3Q: 3 clusters Score -2.103027e+07 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120177 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -21037348.000000 Penalty: 6006.459961
	Iteration 4F: 3 clusters Score -2.103735e+07 nChanged 14365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133630 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -21048352.000000 Penalty: 6006.459961
	Iteration 5F: 3 clusters Score -2.104835e+07 nChanged 15661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148735 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -21061740.000000 Penalty: 6006.459961
	Iteration 6F: 3 clusters Score -2.106174e+07 nChanged 13563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162122 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -21073878.000000 Penalty: 6006.459961
	Iteration 7F: 3 clusters Score -2.107388e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170991 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -21082324.000000 Penalty: 6006.459961
	Iteration 8Q: 3 clusters Score -2.108232e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175192 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -21086074.000000 Penalty: 6006.459961
	Iteration 9Q: 3 clusters Score -2.108607e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177024 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -21087734.000000 Penalty: 6006.459961
	Iteration 10Q: 3 clusters Score -2.108773e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177812 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -21088414.000000 Penalty: 6006.459961
	Iteration 11Q: 3 clusters Score -2.108841e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178256 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -21088922.000000 Penalty: 6006.459961
	Iteration 12Q: 3 clusters Score -2.108892e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178505 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -21089112.000000 Penalty: 6006.459961
	Iteration 13Q: 3 clusters Score -2.108911e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178650 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -21089276.000000 Penalty: 6006.459961
	Iteration 14Q: 3 clusters Score -2.108928e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178749 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -21089342.000000 Penalty: 6006.459961
	Iteration 15Q: 3 clusters Score -2.108934e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178829 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -21089444.000000 Penalty: 6006.459961
	Iteration 16Q: 3 clusters Score -2.108944e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178899 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -21089430.000000 Penalty: 6006.459961
	Iteration 17Q: 3 clusters Score -2.108943e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178949 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -21089498.000000 Penalty: 6006.459961
	Iteration 18Q: 3 clusters Score -2.10895e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179002 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -21089552.000000 Penalty: 6006.459961
	Iteration 19Q: 3 clusters Score -2.108955e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179022 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -21089612.000000 Penalty: 6006.459961
	Iteration 20F: 3 clusters Score -2.108961e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -21089662.000000 Penalty: 6006.459961
	Iteration 21Q: 3 clusters Score -2.108966e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179044 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -21089660.000000 Penalty: 6006.459961
	Iteration 22Q: 3 clusters Score -2.108966e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179062 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -21089664.000000 Penalty: 6006.459961
	Iteration 23Q: 3 clusters Score -2.108966e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179071 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -21089646.000000 Penalty: 6006.459961
	Iteration 24Q: 3 clusters Score -2.108965e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179082 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -21089630.000000 Penalty: 6006.459961
	Iteration 25Q: 3 clusters Score -2.108963e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179088 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -21089634.000000 Penalty: 6006.459961
	Iteration 26Q: 3 clusters Score -2.108963e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179093 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -21089666.000000 Penalty: 6006.459961
	Iteration 27Q: 3 clusters Score -2.108967e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179101 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -21089684.000000 Penalty: 6006.459961
	Iteration 28Q: 3 clusters Score -2.108968e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179088 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -21089666.000000 Penalty: 6006.459961
	Iteration 29Q: 3 clusters Score -2.108967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179084 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -21089662.000000 Penalty: 6006.459961
	Iteration 30Q: 3 clusters Score -2.108966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179084 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -21089652.000000 Penalty: 6006.459961
	Iteration 31Q: 3 clusters Score -2.108965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179082 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -21089646.000000 Penalty: 6006.459961
	Iteration 32Q: 3 clusters Score -2.108965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179083 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21089662.000000 Penalty: 6006.459961
	Iteration 33Q: 3 clusters Score -2.108966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179082 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -21089658.000000 Penalty: 6006.459961
	Iteration 34Q: 3 clusters Score -2.108966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179082 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -21089652.000000 Penalty: 6006.459961
	Iteration 35Q: 3 clusters Score -2.108965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179084 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -21089652.000000 Penalty: 6006.459961
	Iteration 36Q: 3 clusters Score -2.108965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179085 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -21089676.000000 Penalty: 6006.459961
	Iteration 37Q: 3 clusters Score -2.108968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179083 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21089682.000000 Penalty: 6006.459961
	Iteration 38Q: 3 clusters Score -2.108968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179083 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21089684.000000 Penalty: 6006.459961
	Iteration 39Q: 3 clusters Score -2.108968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179086 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -21089676.000000 Penalty: 6006.459961
	Iteration 40F: 3 clusters Score -2.108968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179087 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -21089688.000000 Penalty: 6006.459961
	Iteration 41Q: 3 clusters Score -2.108969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179086 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -21089678.000000 Penalty: 6006.459961
	Iteration 42Q: 3 clusters Score -2.108968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179085 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -21089690.000000 Penalty: 6006.459961
	Iteration 43Q: 3 clusters Score -2.108969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179088 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -21089694.000000 Penalty: 6006.459961
	Iteration 44Q: 3 clusters Score -2.108969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179090 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -21089698.000000 Penalty: 6006.459961
	Iteration 45Q: 3 clusters Score -2.10897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179090 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -21089692.000000 Penalty: 6006.459961
	Iteration 46Q: 3 clusters Score -2.108969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179086 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -21089684.000000 Penalty: 6006.459961
	Iteration 47Q: 3 clusters Score -2.108968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179084 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -21089692.000000 Penalty: 6006.459961
	Iteration 48Q: 3 clusters Score -2.108969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179083 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21089690.000000 Penalty: 6006.459961
	Iteration 49Q: 3 clusters Score -2.108969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179082 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -21089696.000000 Penalty: 6006.459961
	Iteration 50Q: 3 clusters Score -2.10897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179082 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -21089696.000000 Penalty: 6006.459961
	Iteration 51F: 3 clusters Score -2.10897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Entering Unmasked Estep 
Score: -2947118.500000 Penalty: 2509.302490
	Iteration 0F: 2 clusters Score -2947118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2929957.500000 Penalty: 5018.604980
	Iteration 0F: 3 clusters Score -2929958 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2935776.250000 Penalty: 5018.604980
	Iteration 1F: 3 clusters Score -2935776 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2936144.000000 Penalty: 5018.604980
	Iteration 2Q: 3 clusters Score -2936144 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2936435.250000 Penalty: 5018.604980
	Iteration 3Q: 3 clusters Score -2936435 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2936720.500000 Penalty: 5018.604980
	Iteration 4Q: 3 clusters Score -2936720 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2937013.250000 Penalty: 5018.604980
	Iteration 5Q: 3 clusters Score -2937013 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2937332.250000 Penalty: 5018.604980
	Iteration 6Q: 3 clusters Score -2937332 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2937704.750000 Penalty: 5018.604980
	Iteration 7Q: 3 clusters Score -2937705 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2938176.500000 Penalty: 5018.604980
	Iteration 8Q: 3 clusters Score -2938176 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2938869.250000 Penalty: 5018.604980
	Iteration 9Q: 3 clusters Score -2938869 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2939752.250000 Penalty: 5018.604980
	Iteration 10F: 3 clusters Score -2939752 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2940815.500000 Penalty: 5018.604980
	Iteration 11F: 3 clusters Score -2940816 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2941839.750000 Penalty: 5018.604980
	Iteration 12F: 3 clusters Score -2941840 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2942589.000000 Penalty: 5018.604980
	Iteration 13Q: 3 clusters Score -2942589 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2943098.500000 Penalty: 5018.604980
	Iteration 14Q: 3 clusters Score -2943098 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2943428.250000 Penalty: 5018.604980
	Iteration 15Q: 3 clusters Score -2943428 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2943677.000000 Penalty: 5018.604980
	Iteration 16Q: 3 clusters Score -2943677 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2943865.750000 Penalty: 5018.604980
	Iteration 17Q: 3 clusters Score -2943866 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2943992.000000 Penalty: 5018.604980
	Iteration 18Q: 3 clusters Score -2943992 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2944128.250000 Penalty: 5018.604980
	Iteration 19Q: 3 clusters Score -2944128 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2944234.750000 Penalty: 5018.604980
	Iteration 20F: 3 clusters Score -2944235 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2944327.750000 Penalty: 5018.604980
	Iteration 21Q: 3 clusters Score -2944328 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2944423.000000 Penalty: 5018.604980
	Iteration 22Q: 3 clusters Score -2944423 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2944509.000000 Penalty: 5018.604980
	Iteration 23Q: 3 clusters Score -2944509 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2944588.000000 Penalty: 5018.604980
	Iteration 24Q: 3 clusters Score -2944588 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2944662.500000 Penalty: 5018.604980
	Iteration 25Q: 3 clusters Score -2944662 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2944706.750000 Penalty: 5018.604980
	Iteration 26Q: 3 clusters Score -2944707 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2944734.750000 Penalty: 5018.604980
	Iteration 27Q: 3 clusters Score -2944735 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2944785.250000 Penalty: 5018.604980
	Iteration 28Q: 3 clusters Score -2944785 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2944818.750000 Penalty: 5018.604980
	Iteration 29Q: 3 clusters Score -2944819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2944837.750000 Penalty: 5018.604980
	Iteration 30Q: 3 clusters Score -2944838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2944861.750000 Penalty: 5018.604980
	Iteration 31Q: 3 clusters Score -2944862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2944874.750000 Penalty: 5018.604980
	Iteration 32Q: 3 clusters Score -2944875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2944900.000000 Penalty: 5018.604980
	Iteration 33Q: 3 clusters Score -2944900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2944916.750000 Penalty: 5018.604980
	Iteration 34Q: 3 clusters Score -2944917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2944926.250000 Penalty: 5018.604980
	Iteration 35Q: 3 clusters Score -2944926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2944951.250000 Penalty: 5018.604980
	Iteration 36Q: 3 clusters Score -2944951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2944963.500000 Penalty: 5018.604980
	Iteration 37Q: 3 clusters Score -2944964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2944974.750000 Penalty: 5018.604980
	Iteration 38Q: 3 clusters Score -2944975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2944997.250000 Penalty: 5018.604980
	Iteration 39Q: 3 clusters Score -2944997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2945001.500000 Penalty: 5018.604980
	Iteration 40F: 3 clusters Score -2945002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2945014.500000 Penalty: 5018.604980
	Iteration 41Q: 3 clusters Score -2945014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2945015.000000 Penalty: 5018.604980
	Iteration 42Q: 3 clusters Score -2945015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2945018.750000 Penalty: 5018.604980
	Iteration 43Q: 3 clusters Score -2945019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2945021.000000 Penalty: 5018.604980
	Iteration 44Q: 3 clusters Score -2945021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2945018.500000 Penalty: 5018.604980
	Iteration 45Q: 3 clusters Score -2945018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2945020.250000 Penalty: 5018.604980
	Iteration 46Q: 3 clusters Score -2945020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2945019.250000 Penalty: 5018.604980
	Iteration 47Q: 3 clusters Score -2945019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2945018.500000 Penalty: 5018.604980
	Iteration 48Q: 3 clusters Score -2945018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2945019.750000 Penalty: 5018.604980
	Iteration 49Q: 3 clusters Score -2945020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2945019.500000 Penalty: 5018.604980
	Iteration 50Q: 3 clusters Score -2945020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2945024.250000 Penalty: 5018.604980
	Iteration 51Q: 3 clusters Score -2945024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2945022.000000 Penalty: 5018.604980
	Iteration 52Q: 3 clusters Score -2945022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2945022.000000 Penalty: 5018.604980
	Iteration 53F: 3 clusters Score -2945022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Entering Unmasked Estep 
Score: -1725982.125000 Penalty: 2377.829834
	Iteration 0F: 2 clusters Score -1725982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1715410.875000 Penalty: 4755.659668
	Iteration 0F: 3 clusters Score -1715411 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1718838.250000 Penalty: 4755.659668
	Iteration 1F: 3 clusters Score -1718838 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1719183.875000 Penalty: 4755.659668
	Iteration 2F: 3 clusters Score -1719184 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1719464.875000 Penalty: 4755.659668
	Iteration 3Q: 3 clusters Score -1719465 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1719719.375000 Penalty: 4755.659668
	Iteration 4Q: 3 clusters Score -1719719 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1719957.750000 Penalty: 4755.659668
	Iteration 5Q: 3 clusters Score -1719958 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1720276.000000 Penalty: 4755.659668
	Iteration 6Q: 3 clusters Score -1720276 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1720706.000000 Penalty: 4755.659668
	Iteration 7Q: 3 clusters Score -1720706 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1721249.125000 Penalty: 4755.659668
	Iteration 8F: 3 clusters Score -1721249 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1721881.500000 Penalty: 4755.659668
	Iteration 9F: 3 clusters Score -1721882 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1722506.875000 Penalty: 4755.659668
	Iteration 10Q: 3 clusters Score -1722507 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1723043.750000 Penalty: 4755.659668
	Iteration 11Q: 3 clusters Score -1723044 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1723379.125000 Penalty: 4755.659668
	Iteration 12Q: 3 clusters Score -1723379 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1723617.875000 Penalty: 4755.659668
	Iteration 13Q: 3 clusters Score -1723618 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1723740.125000 Penalty: 4755.659668
	Iteration 14Q: 3 clusters Score -1723740 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1723815.625000 Penalty: 4755.659668
	Iteration 15Q: 3 clusters Score -1723816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1723845.875000 Penalty: 4755.659668
	Iteration 16Q: 3 clusters Score -1723846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1723876.875000 Penalty: 4755.659668
	Iteration 17Q: 3 clusters Score -1723877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1723898.500000 Penalty: 4755.659668
	Iteration 18Q: 3 clusters Score -1723898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1723911.875000 Penalty: 4755.659668
	Iteration 19Q: 3 clusters Score -1723912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1723920.625000 Penalty: 4755.659668
	Iteration 20F: 3 clusters Score -1723921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1723931.750000 Penalty: 4755.659668
	Iteration 21Q: 3 clusters Score -1723932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1723947.750000 Penalty: 4755.659668
	Iteration 22Q: 3 clusters Score -1723948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1723959.750000 Penalty: 4755.659668
	Iteration 23Q: 3 clusters Score -1723960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1723974.750000 Penalty: 4755.659668
	Iteration 24Q: 3 clusters Score -1723975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1723979.750000 Penalty: 4755.659668
	Iteration 25Q: 3 clusters Score -1723980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1723985.000000 Penalty: 4755.659668
	Iteration 26Q: 3 clusters Score -1723985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1723994.250000 Penalty: 4755.659668
	Iteration 27Q: 3 clusters Score -1723994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1723996.500000 Penalty: 4755.659668
	Iteration 28Q: 3 clusters Score -1723996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1724003.625000 Penalty: 4755.659668
	Iteration 29Q: 3 clusters Score -1724004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1724008.375000 Penalty: 4755.659668
	Iteration 30Q: 3 clusters Score -1724008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1724007.375000 Penalty: 4755.659668
	Iteration 31Q: 3 clusters Score -1724007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1724010.875000 Penalty: 4755.659668
	Iteration 32Q: 3 clusters Score -1724011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1724010.125000 Penalty: 4755.659668
	Iteration 33Q: 3 clusters Score -1724010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1724014.000000 Penalty: 4755.659668
	Iteration 34Q: 3 clusters Score -1724014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1724013.625000 Penalty: 4755.659668
	Iteration 35Q: 3 clusters Score -1724014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1724017.875000 Penalty: 4755.659668
	Iteration 36Q: 3 clusters Score -1724018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1724019.625000 Penalty: 4755.659668
	Iteration 37Q: 3 clusters Score -1724020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1724021.875000 Penalty: 4755.659668
	Iteration 38Q: 3 clusters Score -1724022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1724022.875000 Penalty: 4755.659668
	Iteration 39Q: 3 clusters Score -1724023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1724028.500000 Penalty: 4755.659668
	Iteration 40F: 3 clusters Score -1724028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1724026.375000 Penalty: 4755.659668
	Iteration 41Q: 3 clusters Score -1724026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1724028.000000 Penalty: 4755.659668
	Iteration 42Q: 3 clusters Score -1724028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1724028.000000 Penalty: 4755.659668
	Iteration 43F: 3 clusters Score -1724028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Entering Unmasked Estep 
Score: -2444416.250000 Penalty: 2466.422852
	Iteration 0F: 2 clusters Score -2444416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2429793.750000 Penalty: 4932.845703
	Iteration 0F: 3 clusters Score -2429794 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2434716.250000 Penalty: 4932.845703
	Iteration 1F: 3 clusters Score -2434716 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2435213.000000 Penalty: 4932.845703
	Iteration 2F: 3 clusters Score -2435213 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2435752.750000 Penalty: 4932.845703
	Iteration 3F: 3 clusters Score -2435753 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2436345.750000 Penalty: 4932.845703
	Iteration 4F: 3 clusters Score -2436346 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2437108.000000 Penalty: 4932.845703
	Iteration 5F: 3 clusters Score -2437108 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2438061.500000 Penalty: 4932.845703
	Iteration 6F: 3 clusters Score -2438062 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2439084.500000 Penalty: 4932.845703
	Iteration 7F: 3 clusters Score -2439084 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2440011.750000 Penalty: 4932.845703
	Iteration 8F: 3 clusters Score -2440012 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2440783.750000 Penalty: 4932.845703
	Iteration 9F: 3 clusters Score -2440784 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2441213.000000 Penalty: 4932.845703
	Iteration 10Q: 3 clusters Score -2441213 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2441456.250000 Penalty: 4932.845703
	Iteration 11Q: 3 clusters Score -2441456 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2441622.500000 Penalty: 4932.845703
	Iteration 12Q: 3 clusters Score -2441622 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2441747.000000 Penalty: 4932.845703
	Iteration 13Q: 3 clusters Score -2441747 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2441827.750000 Penalty: 4932.845703
	Iteration 14Q: 3 clusters Score -2441828 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2441903.500000 Penalty: 4932.845703
	Iteration 15Q: 3 clusters Score -2441904 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2441977.750000 Penalty: 4932.845703
	Iteration 16Q: 3 clusters Score -2441978 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2442057.000000 Penalty: 4932.845703
	Iteration 17Q: 3 clusters Score -2442057 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2442114.500000 Penalty: 4932.845703
	Iteration 18Q: 3 clusters Score -2442114 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2442166.500000 Penalty: 4932.845703
	Iteration 19Q: 3 clusters Score -2442166 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2442236.250000 Penalty: 4932.845703
	Iteration 20F: 3 clusters Score -2442236 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2442292.750000 Penalty: 4932.845703
	Iteration 21Q: 3 clusters Score -2442293 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2442353.000000 Penalty: 4932.845703
	Iteration 22Q: 3 clusters Score -2442353 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2442410.500000 Penalty: 4932.845703
	Iteration 23Q: 3 clusters Score -2442410 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2442463.750000 Penalty: 4932.845703
	Iteration 24Q: 3 clusters Score -2442464 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2442535.250000 Penalty: 4932.845703
	Iteration 25Q: 3 clusters Score -2442535 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2442592.000000 Penalty: 4932.845703
	Iteration 26Q: 3 clusters Score -2442592 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2442656.000000 Penalty: 4932.845703
	Iteration 27Q: 3 clusters Score -2442656 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2442724.250000 Penalty: 4932.845703
	Iteration 28Q: 3 clusters Score -2442724 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2442788.500000 Penalty: 4932.845703
	Iteration 29Q: 3 clusters Score -2442788 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2442864.500000 Penalty: 4932.845703
	Iteration 30Q: 3 clusters Score -2442864 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2442915.250000 Penalty: 4932.845703
	Iteration 31Q: 3 clusters Score -2442915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2442955.000000 Penalty: 4932.845703
	Iteration 32Q: 3 clusters Score -2442955 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2442981.500000 Penalty: 4932.845703
	Iteration 33Q: 3 clusters Score -2442982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2443001.000000 Penalty: 4932.845703
	Iteration 34Q: 3 clusters Score -2443001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2443030.250000 Penalty: 4932.845703
	Iteration 35Q: 3 clusters Score -2443030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2443050.000000 Penalty: 4932.845703
	Iteration 36Q: 3 clusters Score -2443050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2443067.250000 Penalty: 4932.845703
	Iteration 37Q: 3 clusters Score -2443067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2443077.000000 Penalty: 4932.845703
	Iteration 38Q: 3 clusters Score -2443077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2443083.250000 Penalty: 4932.845703
	Iteration 39Q: 3 clusters Score -2443083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2443084.750000 Penalty: 4932.845703
	Iteration 40F: 3 clusters Score -2443085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2443086.750000 Penalty: 4932.845703
	Iteration 41Q: 3 clusters Score -2443087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2443082.000000 Penalty: 4932.845703
	Iteration 42Q: 3 clusters Score -2443082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2443083.750000 Penalty: 4932.845703
	Iteration 43Q: 3 clusters Score -2443084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2443088.250000 Penalty: 4932.845703
	Iteration 44Q: 3 clusters Score -2443088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2443088.250000 Penalty: 4932.845703
	Iteration 45Q: 3 clusters Score -2443088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2443088.750000 Penalty: 4932.845703
	Iteration 46Q: 3 clusters Score -2443089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2443088.750000 Penalty: 4932.845703
	Iteration 47F: 3 clusters Score -2443089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Entering Unmasked Estep 
Score: -2096759.500000 Penalty: 2425.739258
	Iteration 0F: 2 clusters Score -2096760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2084165.500000 Penalty: 4851.478516
	Iteration 0F: 3 clusters Score -2084166 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2088303.875000 Penalty: 4851.478516
	Iteration 1F: 3 clusters Score -2088304 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2088778.375000 Penalty: 4851.478516
	Iteration 2F: 3 clusters Score -2088778 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2089148.375000 Penalty: 4851.478516
	Iteration 3F: 3 clusters Score -2089148 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2089503.000000 Penalty: 4851.478516
	Iteration 4Q: 3 clusters Score -2089503 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2089865.500000 Penalty: 4851.478516
	Iteration 5Q: 3 clusters Score -2089866 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2090289.375000 Penalty: 4851.478516
	Iteration 6Q: 3 clusters Score -2090289 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2090865.000000 Penalty: 4851.478516
	Iteration 7Q: 3 clusters Score -2090865 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2091666.875000 Penalty: 4851.478516
	Iteration 8F: 3 clusters Score -2091667 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2092532.625000 Penalty: 4851.478516
	Iteration 9F: 3 clusters Score -2092533 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2093123.000000 Penalty: 4851.478516
	Iteration 10Q: 3 clusters Score -2093123 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2093465.250000 Penalty: 4851.478516
	Iteration 11Q: 3 clusters Score -2093465 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2093618.625000 Penalty: 4851.478516
	Iteration 12Q: 3 clusters Score -2093619 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2093711.750000 Penalty: 4851.478516
	Iteration 13Q: 3 clusters Score -2093712 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2093778.500000 Penalty: 4851.478516
	Iteration 14Q: 3 clusters Score -2093778 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2093832.375000 Penalty: 4851.478516
	Iteration 15Q: 3 clusters Score -2093832 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2093878.500000 Penalty: 4851.478516
	Iteration 16Q: 3 clusters Score -2093878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2093908.250000 Penalty: 4851.478516
	Iteration 17Q: 3 clusters Score -2093908 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2093932.750000 Penalty: 4851.478516
	Iteration 18Q: 3 clusters Score -2093933 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2093957.875000 Penalty: 4851.478516
	Iteration 19Q: 3 clusters Score -2093958 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2093977.375000 Penalty: 4851.478516
	Iteration 20F: 3 clusters Score -2093977 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2093991.875000 Penalty: 4851.478516
	Iteration 21Q: 3 clusters Score -2093992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2094002.625000 Penalty: 4851.478516
	Iteration 22Q: 3 clusters Score -2094003 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2094018.625000 Penalty: 4851.478516
	Iteration 23Q: 3 clusters Score -2094019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2094030.625000 Penalty: 4851.478516
	Iteration 24Q: 3 clusters Score -2094031 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2094053.125000 Penalty: 4851.478516
	Iteration 25Q: 3 clusters Score -2094053 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2094063.625000 Penalty: 4851.478516
	Iteration 26Q: 3 clusters Score -2094064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2094081.875000 Penalty: 4851.478516
	Iteration 27Q: 3 clusters Score -2094082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2094093.875000 Penalty: 4851.478516
	Iteration 28Q: 3 clusters Score -2094094 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2094115.625000 Penalty: 4851.478516
	Iteration 29Q: 3 clusters Score -2094116 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2094140.000000 Penalty: 4851.478516
	Iteration 30Q: 3 clusters Score -2094140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2094151.250000 Penalty: 4851.478516
	Iteration 31Q: 3 clusters Score -2094151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2094165.625000 Penalty: 4851.478516
	Iteration 32Q: 3 clusters Score -2094166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2094182.000000 Penalty: 4851.478516
	Iteration 33Q: 3 clusters Score -2094182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2094200.000000 Penalty: 4851.478516
	Iteration 34Q: 3 clusters Score -2094200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2094215.375000 Penalty: 4851.478516
	Iteration 35Q: 3 clusters Score -2094215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2094228.375000 Penalty: 4851.478516
	Iteration 36Q: 3 clusters Score -2094228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2094244.000000 Penalty: 4851.478516
	Iteration 37Q: 3 clusters Score -2094244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2094256.500000 Penalty: 4851.478516
	Iteration 38Q: 3 clusters Score -2094256 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2094272.125000 Penalty: 4851.478516
	Iteration 39Q: 3 clusters Score -2094272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2094283.375000 Penalty: 4851.478516
	Iteration 40F: 3 clusters Score -2094283 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2094307.000000 Penalty: 4851.478516
	Iteration 41Q: 3 clusters Score -2094307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2094321.000000 Penalty: 4851.478516
	Iteration 42Q: 3 clusters Score -2094321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2094332.125000 Penalty: 4851.478516
	Iteration 43Q: 3 clusters Score -2094332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2094347.875000 Penalty: 4851.478516
	Iteration 44Q: 3 clusters Score -2094348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2094361.000000 Penalty: 4851.478516
	Iteration 45Q: 3 clusters Score -2094361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2094370.250000 Penalty: 4851.478516
	Iteration 46Q: 3 clusters Score -2094370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2094382.500000 Penalty: 4851.478516
	Iteration 47Q: 3 clusters Score -2094382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2094391.250000 Penalty: 4851.478516
	Iteration 48Q: 3 clusters Score -2094391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2094396.250000 Penalty: 4851.478516
	Iteration 49Q: 3 clusters Score -2094396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2094404.625000 Penalty: 4851.478516
	Iteration 50Q: 3 clusters Score -2094405 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2094409.125000 Penalty: 4851.478516
	Iteration 51Q: 3 clusters Score -2094409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2094419.500000 Penalty: 4851.478516
	Iteration 52Q: 3 clusters Score -2094420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2094428.625000 Penalty: 4851.478516
	Iteration 53Q: 3 clusters Score -2094429 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2094442.625000 Penalty: 4851.478516
	Iteration 54Q: 3 clusters Score -2094443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2094445.125000 Penalty: 4851.478516
	Iteration 55Q: 3 clusters Score -2094445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2094453.750000 Penalty: 4851.478516
	Iteration 56Q: 3 clusters Score -2094454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2094458.250000 Penalty: 4851.478516
	Iteration 57Q: 3 clusters Score -2094458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2094458.125000 Penalty: 4851.478516
	Iteration 58Q: 3 clusters Score -2094458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2094465.750000 Penalty: 4851.478516
	Iteration 59Q: 3 clusters Score -2094466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2094465.500000 Penalty: 4851.478516
	Iteration 60F: 3 clusters Score -2094466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2094466.125000 Penalty: 4851.478516
	Iteration 61Q: 3 clusters Score -2094466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2094467.750000 Penalty: 4851.478516
	Iteration 62Q: 3 clusters Score -2094468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2094469.750000 Penalty: 4851.478516
	Iteration 63Q: 3 clusters Score -2094470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2094472.750000 Penalty: 4851.478516
	Iteration 64Q: 3 clusters Score -2094473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2094477.375000 Penalty: 4851.478516
	Iteration 65Q: 3 clusters Score -2094477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2094479.750000 Penalty: 4851.478516
	Iteration 66Q: 3 clusters Score -2094480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2094485.125000 Penalty: 4851.478516
	Iteration 67Q: 3 clusters Score -2094485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2094487.250000 Penalty: 4851.478516
	Iteration 68Q: 3 clusters Score -2094487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2094488.125000 Penalty: 4851.478516
	Iteration 69Q: 3 clusters Score -2094488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2094484.750000 Penalty: 4851.478516
	Iteration 70Q: 3 clusters Score -2094485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2094485.500000 Penalty: 4851.478516
	Iteration 71Q: 3 clusters Score -2094486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2094488.375000 Penalty: 4851.478516
	Iteration 72Q: 3 clusters Score -2094488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2094486.875000 Penalty: 4851.478516
	Iteration 73Q: 3 clusters Score -2094487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2094489.875000 Penalty: 4851.478516
	Iteration 74Q: 3 clusters Score -2094490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2094490.250000 Penalty: 4851.478516
	Iteration 75Q: 3 clusters Score -2094490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2094488.750000 Penalty: 4851.478516
	Iteration 76Q: 3 clusters Score -2094489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2094487.875000 Penalty: 4851.478516
	Iteration 77Q: 3 clusters Score -2094488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2094493.250000 Penalty: 4851.478516
	Iteration 78Q: 3 clusters Score -2094493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2094493.375000 Penalty: 4851.478516
	Iteration 79Q: 3 clusters Score -2094493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2094497.625000 Penalty: 4851.478516
	Iteration 80F: 3 clusters Score -2094498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2094498.000000 Penalty: 4851.478516
	Iteration 81Q: 3 clusters Score -2094498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2094494.750000 Penalty: 4851.478516
	Iteration 82Q: 3 clusters Score -2094495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2094497.875000 Penalty: 4851.478516
	Iteration 83Q: 3 clusters Score -2094498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2094497.000000 Penalty: 4851.478516
	Iteration 84Q: 3 clusters Score -2094497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2094499.375000 Penalty: 4851.478516
	Iteration 85Q: 3 clusters Score -2094499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2094498.625000 Penalty: 4851.478516
	Iteration 86Q: 3 clusters Score -2094499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2094498.625000 Penalty: 4851.478516
	Iteration 87F: 3 clusters Score -2094499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (234991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234991 members 
Entering Unmasked Estep 
Score: -27264502.000000 Penalty: 3067.091064
	Iteration 0F: 2 clusters Score -2.72645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117337 members 
Mstep: Class 2 contains 117654 members 
Entering Unmasked Estep 
Score: -27110466.000000 Penalty: 6134.182129
	Iteration 0F: 3 clusters Score -2.711047e+07 nChanged 113530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116053 members 
Mstep: Class 2 contains 118938 members 
Entering Unmasked Estep 
Score: -27177456.000000 Penalty: 6134.182129
	Iteration 1F: 3 clusters Score -2.717746e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 119916 members 
Entering Unmasked Estep 
Score: -27178458.000000 Penalty: 6134.182129
	Iteration 2Q: 3 clusters Score -2.717846e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113436 members 
Mstep: Class 2 contains 121555 members 
Entering Unmasked Estep 
Score: -27179928.000000 Penalty: 6134.182129
	Iteration 3Q: 3 clusters Score -2.717993e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110999 members 
Mstep: Class 2 contains 123992 members 
Entering Unmasked Estep 
Score: -27181674.000000 Penalty: 6134.182129
	Iteration 4Q: 3 clusters Score -2.718167e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107407 members 
Mstep: Class 2 contains 127584 members 
Entering Unmasked Estep 
Score: -27185048.000000 Penalty: 6134.182129
	Iteration 5Q: 3 clusters Score -2.718505e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102272 members 
Mstep: Class 2 contains 132719 members 
Entering Unmasked Estep 
Score: -27189650.000000 Penalty: 6134.182129
	Iteration 6Q: 3 clusters Score -2.718965e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95774 members 
Mstep: Class 2 contains 139217 members 
Entering Unmasked Estep 
Score: -27196194.000000 Penalty: 6134.182129
	Iteration 7Q: 3 clusters Score -2.719619e+07 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87844 members 
Mstep: Class 2 contains 147147 members 
Entering Unmasked Estep 
Score: -27204450.000000 Penalty: 6134.182129
	Iteration 8F: 3 clusters Score -2.720445e+07 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 155763 members 
Entering Unmasked Estep 
Score: -27213434.000000 Penalty: 6134.182129
	Iteration 9F: 3 clusters Score -2.721343e+07 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70397 members 
Mstep: Class 2 contains 164594 members 
Entering Unmasked Estep 
Score: -27221760.000000 Penalty: 6134.182129
	Iteration 10F: 3 clusters Score -2.722176e+07 nChanged 11908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 173174 members 
Entering Unmasked Estep 
Score: -27229032.000000 Penalty: 6134.182129
	Iteration 11F: 3 clusters Score -2.722903e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 181213 members 
Entering Unmasked Estep 
Score: -27234616.000000 Penalty: 6134.182129
	Iteration 12Q: 3 clusters Score -2.723462e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 188668 members 
Entering Unmasked Estep 
Score: -27239004.000000 Penalty: 6134.182129
	Iteration 13Q: 3 clusters Score -2.7239e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 195565 members 
Entering Unmasked Estep 
Score: -27242880.000000 Penalty: 6134.182129
	Iteration 14Q: 3 clusters Score -2.724288e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 201969 members 
Entering Unmasked Estep 
Score: -27246114.000000 Penalty: 6134.182129
	Iteration 15Q: 3 clusters Score -2.724611e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 207930 members 
Entering Unmasked Estep 
Score: -27249246.000000 Penalty: 6134.182129
	Iteration 16Q: 3 clusters Score -2.724925e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 213344 members 
Entering Unmasked Estep 
Score: -27251814.000000 Penalty: 6134.182129
	Iteration 17Q: 3 clusters Score -2.725181e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 218003 members 
Entering Unmasked Estep 
Score: -27253930.000000 Penalty: 6134.182129
	Iteration 18Q: 3 clusters Score -2.725393e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 221926 members 
Entering Unmasked Estep 
Score: -27255794.000000 Penalty: 6134.182129
	Iteration 19Q: 3 clusters Score -2.725579e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 225186 members 
Entering Unmasked Estep 
Score: -27257336.000000 Penalty: 6134.182129
	Iteration 20F: 3 clusters Score -2.725734e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 227702 members 
Entering Unmasked Estep 
Score: -27258456.000000 Penalty: 6134.182129
	Iteration 21Q: 3 clusters Score -2.725846e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 229616 members 
Entering Unmasked Estep 
Score: -27259396.000000 Penalty: 6134.182129
	Iteration 22Q: 3 clusters Score -2.72594e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 230970 members 
Entering Unmasked Estep 
Score: -27260124.000000 Penalty: 6134.182129
	Iteration 23Q: 3 clusters Score -2.726012e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 231921 members 
Entering Unmasked Estep 
Score: -27260634.000000 Penalty: 6134.182129
	Iteration 24Q: 3 clusters Score -2.726063e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 232564 members 
Entering Unmasked Estep 
Score: -27260926.000000 Penalty: 6134.182129
	Iteration 25Q: 3 clusters Score -2.726093e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 233041 members 
Entering Unmasked Estep 
Score: -27261200.000000 Penalty: 6134.182129
	Iteration 26Q: 3 clusters Score -2.72612e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 233371 members 
Entering Unmasked Estep 
Score: -27261360.000000 Penalty: 6134.182129
	Iteration 27Q: 3 clusters Score -2.726136e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 233574 members 
Entering Unmasked Estep 
Score: -27261502.000000 Penalty: 6134.182129
	Iteration 28Q: 3 clusters Score -2.72615e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 233695 members 
Entering Unmasked Estep 
Score: -27261602.000000 Penalty: 6134.182129
	Iteration 29Q: 3 clusters Score -2.72616e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 233801 members 
Entering Unmasked Estep 
Score: -27261692.000000 Penalty: 6134.182129
	Iteration 30Q: 3 clusters Score -2.726169e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 233893 members 
Entering Unmasked Estep 
Score: -27261768.000000 Penalty: 6134.182129
	Iteration 31Q: 3 clusters Score -2.726177e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 233960 members 
Entering Unmasked Estep 
Score: -27261820.000000 Penalty: 6134.182129
	Iteration 32Q: 3 clusters Score -2.726182e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 234011 members 
Entering Unmasked Estep 
Score: -27261844.000000 Penalty: 6134.182129
	Iteration 33Q: 3 clusters Score -2.726184e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 234036 members 
Entering Unmasked Estep 
Score: -27261854.000000 Penalty: 6134.182129
	Iteration 34Q: 3 clusters Score -2.726185e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 234063 members 
Entering Unmasked Estep 
Score: -27261892.000000 Penalty: 6134.182129
	Iteration 35Q: 3 clusters Score -2.726189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 234078 members 
Entering Unmasked Estep 
Score: -27261892.000000 Penalty: 6134.182129
	Iteration 36Q: 3 clusters Score -2.726189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 234098 members 
Entering Unmasked Estep 
Score: -27261910.000000 Penalty: 6134.182129
	Iteration 37Q: 3 clusters Score -2.726191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 234116 members 
Entering Unmasked Estep 
Score: -27261920.000000 Penalty: 6134.182129
	Iteration 38Q: 3 clusters Score -2.726192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 234124 members 
Entering Unmasked Estep 
Score: -27261906.000000 Penalty: 6134.182129
	Iteration 39Q: 3 clusters Score -2.726191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 234135 members 
Entering Unmasked Estep 
Score: -27261916.000000 Penalty: 6134.182129
	Iteration 40F: 3 clusters Score -2.726192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 234145 members 
Entering Unmasked Estep 
Score: -27261918.000000 Penalty: 6134.182129
	Iteration 41Q: 3 clusters Score -2.726192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 234153 members 
Entering Unmasked Estep 
Score: -27261916.000000 Penalty: 6134.182129
	Iteration 42Q: 3 clusters Score -2.726192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 234159 members 
Entering Unmasked Estep 
Score: -27261916.000000 Penalty: 6134.182129
	Iteration 43Q: 3 clusters Score -2.726192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 234169 members 
Entering Unmasked Estep 
Score: -27261942.000000 Penalty: 6134.182129
	Iteration 44Q: 3 clusters Score -2.726194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 234178 members 
Entering Unmasked Estep 
Score: -27261946.000000 Penalty: 6134.182129
	Iteration 45Q: 3 clusters Score -2.726195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 234181 members 
Entering Unmasked Estep 
Score: -27261948.000000 Penalty: 6134.182129
	Iteration 46Q: 3 clusters Score -2.726195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 234185 members 
Entering Unmasked Estep 
Score: -27261948.000000 Penalty: 6134.182129
	Iteration 47Q: 3 clusters Score -2.726195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 234189 members 
Entering Unmasked Estep 
Score: -27261958.000000 Penalty: 6134.182129
	Iteration 48Q: 3 clusters Score -2.726196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 234191 members 
Entering Unmasked Estep 
Score: -27261960.000000 Penalty: 6134.182129
	Iteration 49Q: 3 clusters Score -2.726196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 234191 members 
Entering Unmasked Estep 
Score: -27261974.000000 Penalty: 6134.182129
	Iteration 50Q: 3 clusters Score -2.726197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 234191 members 
Entering Unmasked Estep 
Score: -27261972.000000 Penalty: 6134.182129
	Iteration 51Q: 3 clusters Score -2.726197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 234192 members 
Entering Unmasked Estep 
Score: -27261976.000000 Penalty: 6134.182129
	Iteration 52Q: 3 clusters Score -2.726198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 234193 members 
Entering Unmasked Estep 
Score: -27261964.000000 Penalty: 6134.182129
	Iteration 53Q: 3 clusters Score -2.726196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 234195 members 
Entering Unmasked Estep 
Score: -27261968.000000 Penalty: 6134.182129
	Iteration 54Q: 3 clusters Score -2.726197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 234196 members 
Entering Unmasked Estep 
Score: -27261970.000000 Penalty: 6134.182129
	Iteration 55Q: 3 clusters Score -2.726197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 234196 members 
Entering Unmasked Estep 
Score: -27261970.000000 Penalty: 6134.182129
	Iteration 56F: 3 clusters Score -2.726197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Entering Unmasked Estep 
Score: -6653386.500000 Penalty: 2712.184326
	Iteration 0F: 2 clusters Score -6653386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -6615434.000000 Penalty: 5424.368652
	Iteration 0F: 3 clusters Score -6615434 nChanged 25988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -6630058.000000 Penalty: 5424.368652
	Iteration 1F: 3 clusters Score -6630058 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -6630462.500000 Penalty: 5424.368652
	Iteration 2Q: 3 clusters Score -6630462 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -6630850.000000 Penalty: 5424.368652
	Iteration 3Q: 3 clusters Score -6630850 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -6631163.000000 Penalty: 5424.368652
	Iteration 4Q: 3 clusters Score -6631163 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -6631424.000000 Penalty: 5424.368652
	Iteration 5Q: 3 clusters Score -6631424 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -6631816.500000 Penalty: 5424.368652
	Iteration 6Q: 3 clusters Score -6631816 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -6632323.000000 Penalty: 5424.368652
	Iteration 7Q: 3 clusters Score -6632323 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -6633101.000000 Penalty: 5424.368652
	Iteration 8Q: 3 clusters Score -6633101 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -6634266.000000 Penalty: 5424.368652
	Iteration 9Q: 3 clusters Score -6634266 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -6636240.000000 Penalty: 5424.368652
	Iteration 10F: 3 clusters Score -6636240 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -6639287.000000 Penalty: 5424.368652
	Iteration 11F: 3 clusters Score -6639287 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -6643168.000000 Penalty: 5424.368652
	Iteration 12F: 3 clusters Score -6643168 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -6646709.500000 Penalty: 5424.368652
	Iteration 13F: 3 clusters Score -6646710 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6648991.500000 Penalty: 5424.368652
	Iteration 14Q: 3 clusters Score -6648992 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6650078.500000 Penalty: 5424.368652
	Iteration 15Q: 3 clusters Score -6650078 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6650516.000000 Penalty: 5424.368652
	Iteration 16Q: 3 clusters Score -6650516 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6650763.500000 Penalty: 5424.368652
	Iteration 17Q: 3 clusters Score -6650764 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6650879.000000 Penalty: 5424.368652
	Iteration 18Q: 3 clusters Score -6650879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6650943.000000 Penalty: 5424.368652
	Iteration 19Q: 3 clusters Score -6650943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6650987.500000 Penalty: 5424.368652
	Iteration 20F: 3 clusters Score -6650988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6651014.500000 Penalty: 5424.368652
	Iteration 21Q: 3 clusters Score -6651014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6651022.000000 Penalty: 5424.368652
	Iteration 22Q: 3 clusters Score -6651022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6651026.500000 Penalty: 5424.368652
	Iteration 23Q: 3 clusters Score -6651026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6651043.500000 Penalty: 5424.368652
	Iteration 24Q: 3 clusters Score -6651044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6651056.000000 Penalty: 5424.368652
	Iteration 25Q: 3 clusters Score -6651056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6651065.000000 Penalty: 5424.368652
	Iteration 26Q: 3 clusters Score -6651065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6651073.500000 Penalty: 5424.368652
	Iteration 27Q: 3 clusters Score -6651074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6651075.500000 Penalty: 5424.368652
	Iteration 28Q: 3 clusters Score -6651076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6651075.000000 Penalty: 5424.368652
	Iteration 29Q: 3 clusters Score -6651075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6651086.500000 Penalty: 5424.368652
	Iteration 30Q: 3 clusters Score -6651086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6651090.500000 Penalty: 5424.368652
	Iteration 31Q: 3 clusters Score -6651090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6651096.000000 Penalty: 5424.368652
	Iteration 32Q: 3 clusters Score -6651096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6651096.000000 Penalty: 5424.368652
	Iteration 33Q: 3 clusters Score -6651096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6651095.500000 Penalty: 5424.368652
	Iteration 34Q: 3 clusters Score -6651096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6651095.500000 Penalty: 5424.368652
	Iteration 35F: 3 clusters Score -6651096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18848 members 
Mstep: Class 5 contains 27889 members 
Mstep: Class 6 contains 38870 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 181643 members 
Mstep: Class 10 contains 24789 members 
Mstep: Class 13 contains 14589 members 
Mstep: Class 14 contains 20853 members 
Mstep: Class 15 contains 17698 members 
Mstep: Class 17 contains 234991 members 
Mstep: Class 19 contains 56175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74660504.000000 Penalty: 43162.746094
Iteration 199Q: 14 clusters Score -7.46605e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18782 members 
Mstep: Class 5 contains 27889 members 
Mstep: Class 6 contains 38932 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 179767 members 
Mstep: Class 10 contains 24727 members 
Mstep: Class 13 contains 14576 members 
Mstep: Class 14 contains 20882 members 
Mstep: Class 15 contains 17666 members 
Mstep: Class 17 contains 237299 members 
Mstep: Class 19 contains 55829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74660680.000000 Penalty: 43162.746094
Iteration 200F: 14 clusters Score -7.466068e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18702 members 
Mstep: Class 5 contains 27896 members 
Mstep: Class 6 contains 38989 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 178082 members 
Mstep: Class 10 contains 24672 members 
Mstep: Class 13 contains 14562 members 
Mstep: Class 14 contains 20916 members 
Mstep: Class 15 contains 17637 members 
Mstep: Class 17 contains 239437 members 
Mstep: Class 19 contains 55477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74660832.000000 Penalty: 43162.746094
Iteration 201Q: 14 clusters Score -7.466083e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18608 members 
Mstep: Class 5 contains 27902 members 
Mstep: Class 6 contains 39036 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 176570 members 
Mstep: Class 10 contains 24619 members 
Mstep: Class 13 contains 14562 members 
Mstep: Class 14 contains 20943 members 
Mstep: Class 15 contains 17602 members 
Mstep: Class 17 contains 241443 members 
Mstep: Class 19 contains 55112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74661096.000000 Penalty: 43162.746094
Iteration 202Q: 14 clusters Score -7.46611e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 5 contains 27911 members 
Mstep: Class 6 contains 39099 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 175199 members 
Mstep: Class 10 contains 24557 members 
Mstep: Class 13 contains 14558 members 
Mstep: Class 14 contains 20979 members 
Mstep: Class 15 contains 17556 members 
Mstep: Class 17 contains 243312 members 
Mstep: Class 19 contains 54765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74661456.000000 Penalty: 43162.746094
Iteration 203Q: 14 clusters Score -7.466146e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18363 members 
Mstep: Class 5 contains 27913 members 
Mstep: Class 6 contains 39163 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 174016 members 
Mstep: Class 10 contains 24498 members 
Mstep: Class 13 contains 14547 members 
Mstep: Class 14 contains 21018 members 
Mstep: Class 15 contains 17525 members 
Mstep: Class 17 contains 244951 members 
Mstep: Class 19 contains 54449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74661272.000000 Penalty: 43162.746094
Iteration 204Q: 14 clusters Score -7.466127e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18224 members 
Mstep: Class 5 contains 27914 members 
Mstep: Class 6 contains 39229 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 172938 members 
Mstep: Class 10 contains 24442 members 
Mstep: Class 13 contains 14539 members 
Mstep: Class 14 contains 21066 members 
Mstep: Class 15 contains 17495 members 
Mstep: Class 17 contains 246467 members 
Mstep: Class 19 contains 54160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74660888.000000 Penalty: 43162.746094
Iteration 205Q: 14 clusters Score -7.466089e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18100 members 
Mstep: Class 5 contains 27918 members 
Mstep: Class 6 contains 39294 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 172001 members 
Mstep: Class 10 contains 24372 members 
Mstep: Class 13 contains 14542 members 
Mstep: Class 14 contains 21129 members 
Mstep: Class 15 contains 17471 members 
Mstep: Class 17 contains 247769 members 
Mstep: Class 19 contains 53898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74660848.000000 Penalty: 43162.746094
Iteration 206Q: 14 clusters Score -7.466085e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 18000 members 
Mstep: Class 5 contains 27919 members 
Mstep: Class 6 contains 39356 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 171212 members 
Mstep: Class 10 contains 24316 members 
Mstep: Class 13 contains 14530 members 
Mstep: Class 14 contains 21187 members 
Mstep: Class 15 contains 17442 members 
Mstep: Class 17 contains 248869 members 
Mstep: Class 19 contains 53679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74660704.000000 Penalty: 43162.746094
Iteration 207Q: 14 clusters Score -7.46607e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 17936 members 
Mstep: Class 5 contains 27914 members 
Mstep: Class 6 contains 39381 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 170526 members 
Mstep: Class 10 contains 24275 members 
Mstep: Class 13 contains 14532 members 
Mstep: Class 14 contains 21251 members 
Mstep: Class 15 contains 17407 members 
Mstep: Class 17 contains 249838 members 
Mstep: Class 19 contains 53458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74660384.000000 Penalty: 43162.746094
Iteration 208Q: 14 clusters Score -7.466038e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17852 members 
Mstep: Class 5 contains 27913 members 
Mstep: Class 6 contains 39390 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 170037 members 
Mstep: Class 10 contains 24225 members 
Mstep: Class 13 contains 14545 members 
Mstep: Class 14 contains 21327 members 
Mstep: Class 15 contains 17378 members 
Mstep: Class 17 contains 250611 members 
Mstep: Class 19 contains 53267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74660320.000000 Penalty: 43162.746094
Iteration 209Q: 14 clusters Score -7.466032e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17782 members 
Mstep: Class 5 contains 27915 members 
Mstep: Class 6 contains 39388 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 169651 members 
Mstep: Class 10 contains 24205 members 
Mstep: Class 13 contains 14569 members 
Mstep: Class 14 contains 21407 members 
Mstep: Class 15 contains 17355 members 
Mstep: Class 17 contains 251182 members 
Mstep: Class 19 contains 53094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74660032.000000 Penalty: 43162.746094
Iteration 210Q: 14 clusters Score -7.466003e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17717 members 
Mstep: Class 5 contains 27911 members 
Mstep: Class 6 contains 39360 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 169321 members 
Mstep: Class 10 contains 24173 members 
Mstep: Class 13 contains 14566 members 
Mstep: Class 14 contains 21499 members 
Mstep: Class 15 contains 17348 members 
Mstep: Class 17 contains 251703 members 
Mstep: Class 19 contains 52939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659728.000000 Penalty: 43162.746094
Iteration 211Q: 14 clusters Score -7.465973e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17657 members 
Mstep: Class 5 contains 27912 members 
Mstep: Class 6 contains 39306 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 169215 members 
Mstep: Class 10 contains 24154 members 
Mstep: Class 13 contains 14557 members 
Mstep: Class 14 contains 21582 members 
Mstep: Class 15 contains 17350 members 
Mstep: Class 17 contains 251986 members 
Mstep: Class 19 contains 52815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659576.000000 Penalty: 43162.746094
Iteration 212Q: 14 clusters Score -7.465958e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17599 members 
Mstep: Class 5 contains 27908 members 
Mstep: Class 6 contains 39265 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 169221 members 
Mstep: Class 10 contains 24124 members 
Mstep: Class 13 contains 14561 members 
Mstep: Class 14 contains 21659 members 
Mstep: Class 15 contains 17348 members 
Mstep: Class 17 contains 252116 members 
Mstep: Class 19 contains 52718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659392.000000 Penalty: 43162.746094
Iteration 213Q: 14 clusters Score -7.465939e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17550 members 
Mstep: Class 5 contains 27913 members 
Mstep: Class 6 contains 39226 members 
Mstep: Class 7 contains 1405 members 
Mstep: Class 8 contains 169347 members 
Mstep: Class 10 contains 24110 members 
Mstep: Class 13 contains 14547 members 
Mstep: Class 14 contains 21718 members 
Mstep: Class 15 contains 17341 members 
Mstep: Class 17 contains 252109 members 
Mstep: Class 19 contains 52641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659032.000000 Penalty: 43162.746094
Iteration 214Q: 14 clusters Score -7.465903e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17508 members 
Mstep: Class 5 contains 27915 members 
Mstep: Class 6 contains 39177 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 169599 members 
Mstep: Class 10 contains 24110 members 
Mstep: Class 13 contains 14540 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 17342 members 
Mstep: Class 17 contains 251962 members 
Mstep: Class 19 contains 52575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658792.000000 Penalty: 43162.746094
Iteration 215Q: 14 clusters Score -7.465879e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17484 members 
Mstep: Class 5 contains 27911 members 
Mstep: Class 6 contains 39133 members 
Mstep: Class 7 contains 1405 members 
Mstep: Class 8 contains 169929 members 
Mstep: Class 10 contains 24105 members 
Mstep: Class 13 contains 14533 members 
Mstep: Class 14 contains 21810 members 
Mstep: Class 15 contains 17344 members 
Mstep: Class 17 contains 251716 members 
Mstep: Class 19 contains 52529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658448.000000 Penalty: 43162.746094
Iteration 216Q: 14 clusters Score -7.465845e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17472 members 
Mstep: Class 5 contains 27911 members 
Mstep: Class 6 contains 39080 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 170353 members 
Mstep: Class 10 contains 24099 members 
Mstep: Class 13 contains 14533 members 
Mstep: Class 14 contains 21839 members 
Mstep: Class 15 contains 17344 members 
Mstep: Class 17 contains 251339 members 
Mstep: Class 19 contains 52516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658160.000000 Penalty: 43162.746094
Iteration 217Q: 14 clusters Score -7.465816e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17460 members 
Mstep: Class 5 contains 27914 members 
Mstep: Class 6 contains 39034 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 170901 members 
Mstep: Class 10 contains 24080 members 
Mstep: Class 13 contains 14536 members 
Mstep: Class 14 contains 21860 members 
Mstep: Class 15 contains 17348 members 
Mstep: Class 17 contains 250837 members 
Mstep: Class 19 contains 52519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658208.000000 Penalty: 43162.746094
Iteration 218Q: 14 clusters Score -7.465821e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17451 members 
Mstep: Class 5 contains 27919 members 
Mstep: Class 6 contains 38994 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 171587 members 
Mstep: Class 10 contains 24079 members 
Mstep: Class 13 contains 14535 members 
Mstep: Class 14 contains 21866 members 
Mstep: Class 15 contains 17371 members 
Mstep: Class 17 contains 250157 members 
Mstep: Class 19 contains 52522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658176.000000 Penalty: 43162.746094
Iteration 219Q: 14 clusters Score -7.465818e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17458 members 
Mstep: Class 5 contains 27916 members 
Mstep: Class 6 contains 38955 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 172386 members 
Mstep: Class 10 contains 24080 members 
Mstep: Class 13 contains 14541 members 
Mstep: Class 14 contains 21876 members 
Mstep: Class 15 contains 17402 members 
Mstep: Class 17 contains 249317 members 
Mstep: Class 19 contains 52544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658248.000000 Penalty: 43162.746094
Iteration 220F: 14 clusters Score -7.465825e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17465 members 
Mstep: Class 5 contains 27917 members 
Mstep: Class 6 contains 38933 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 173322 members 
Mstep: Class 10 contains 24088 members 
Mstep: Class 13 contains 14530 members 
Mstep: Class 14 contains 21879 members 
Mstep: Class 15 contains 17436 members 
Mstep: Class 17 contains 248326 members 
Mstep: Class 19 contains 52569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658088.000000 Penalty: 43162.746094
Iteration 221Q: 14 clusters Score -7.465809e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17490 members 
Mstep: Class 5 contains 27919 members 
Mstep: Class 6 contains 38894 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 174351 members 
Mstep: Class 10 contains 24102 members 
Mstep: Class 13 contains 14516 members 
Mstep: Class 14 contains 21877 members 
Mstep: Class 15 contains 17457 members 
Mstep: Class 17 contains 247236 members 
Mstep: Class 19 contains 52620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658216.000000 Penalty: 43162.746094
Iteration 222Q: 14 clusters Score -7.465822e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17515 members 
Mstep: Class 5 contains 27920 members 
Mstep: Class 6 contains 38858 members 
Mstep: Class 7 contains 1405 members 
Mstep: Class 8 contains 175543 members 
Mstep: Class 10 contains 24123 members 
Mstep: Class 13 contains 14511 members 
Mstep: Class 14 contains 21859 members 
Mstep: Class 15 contains 17472 members 
Mstep: Class 17 contains 245990 members 
Mstep: Class 19 contains 52667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658136.000000 Penalty: 43162.746094
Iteration 223Q: 14 clusters Score -7.465814e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17538 members 
Mstep: Class 5 contains 27919 members 
Mstep: Class 6 contains 38819 members 
Mstep: Class 7 contains 1405 members 
Mstep: Class 8 contains 176874 members 
Mstep: Class 10 contains 24137 members 
Mstep: Class 13 contains 14514 members 
Mstep: Class 14 contains 21839 members 
Mstep: Class 15 contains 17470 members 
Mstep: Class 17 contains 244634 members 
Mstep: Class 19 contains 52722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658120.000000 Penalty: 43162.746094
Iteration 224Q: 14 clusters Score -7.465812e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17572 members 
Mstep: Class 5 contains 27921 members 
Mstep: Class 6 contains 38768 members 
Mstep: Class 7 contains 1405 members 
Mstep: Class 8 contains 178270 members 
Mstep: Class 10 contains 24135 members 
Mstep: Class 13 contains 14512 members 
Mstep: Class 14 contains 21809 members 
Mstep: Class 15 contains 17483 members 
Mstep: Class 17 contains 243210 members 
Mstep: Class 19 contains 52786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657768.000000 Penalty: 43162.746094
Iteration 225Q: 14 clusters Score -7.465777e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17617 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 38729 members 
Mstep: Class 7 contains 1405 members 
Mstep: Class 8 contains 179764 members 
Mstep: Class 10 contains 24120 members 
Mstep: Class 13 contains 14499 members 
Mstep: Class 14 contains 21765 members 
Mstep: Class 15 contains 17485 members 
Mstep: Class 17 contains 241740 members 
Mstep: Class 19 contains 52823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657784.000000 Penalty: 43162.746094
Iteration 226Q: 14 clusters Score -7.465778e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17678 members 
Mstep: Class 5 contains 27929 members 
Mstep: Class 6 contains 38680 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 181223 members 
Mstep: Class 10 contains 24108 members 
Mstep: Class 13 contains 14489 members 
Mstep: Class 14 contains 21735 members 
Mstep: Class 15 contains 17499 members 
Mstep: Class 17 contains 240272 members 
Mstep: Class 19 contains 52865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657648.000000 Penalty: 43162.746094
Iteration 227Q: 14 clusters Score -7.465765e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17735 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 38646 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 182659 members 
Mstep: Class 10 contains 24107 members 
Mstep: Class 13 contains 14467 members 
Mstep: Class 14 contains 21669 members 
Mstep: Class 15 contains 17511 members 
Mstep: Class 17 contains 238833 members 
Mstep: Class 19 contains 52913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657744.000000 Penalty: 43162.746094
Iteration 228Q: 14 clusters Score -7.465774e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17796 members 
Mstep: Class 5 contains 27925 members 
Mstep: Class 6 contains 38621 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 184104 members 
Mstep: Class 10 contains 24104 members 
Mstep: Class 13 contains 14446 members 
Mstep: Class 14 contains 21585 members 
Mstep: Class 15 contains 17530 members 
Mstep: Class 17 contains 237397 members 
Mstep: Class 19 contains 52957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657776.000000 Penalty: 43162.746094
Iteration 229Q: 14 clusters Score -7.465778e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17872 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 38601 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 185440 members 
Mstep: Class 10 contains 24118 members 
Mstep: Class 13 contains 14419 members 
Mstep: Class 14 contains 21509 members 
Mstep: Class 15 contains 17542 members 
Mstep: Class 17 contains 236037 members 
Mstep: Class 19 contains 53003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657576.000000 Penalty: 43162.746094
Iteration 230Q: 14 clusters Score -7.465758e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 17974 members 
Mstep: Class 5 contains 27924 members 
Mstep: Class 6 contains 38591 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 186626 members 
Mstep: Class 10 contains 24130 members 
Mstep: Class 13 contains 14407 members 
Mstep: Class 14 contains 21430 members 
Mstep: Class 15 contains 17550 members 
Mstep: Class 17 contains 234801 members 
Mstep: Class 19 contains 53039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657912.000000 Penalty: 43162.746094
Iteration 231Q: 14 clusters Score -7.465791e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18077 members 
Mstep: Class 5 contains 27922 members 
Mstep: Class 6 contains 38576 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 187646 members 
Mstep: Class 10 contains 24152 members 
Mstep: Class 13 contains 14392 members 
Mstep: Class 14 contains 21330 members 
Mstep: Class 15 contains 17556 members 
Mstep: Class 17 contains 233725 members 
Mstep: Class 19 contains 53083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657584.000000 Penalty: 43162.746094
Iteration 232Q: 14 clusters Score -7.465758e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 5 contains 27920 members 
Mstep: Class 6 contains 38581 members 
Mstep: Class 7 contains 1404 members 
Mstep: Class 8 contains 188516 members 
Mstep: Class 10 contains 24176 members 
Mstep: Class 13 contains 14367 members 
Mstep: Class 14 contains 21229 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 232795 members 
Mstep: Class 19 contains 53134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657696.000000 Penalty: 43162.746094
Iteration 233Q: 14 clusters Score -7.46577e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18294 members 
Mstep: Class 5 contains 27920 members 
Mstep: Class 6 contains 38563 members 
Mstep: Class 7 contains 1405 members 
Mstep: Class 8 contains 189132 members 
Mstep: Class 10 contains 24208 members 
Mstep: Class 13 contains 14343 members 
Mstep: Class 14 contains 21152 members 
Mstep: Class 15 contains 17567 members 
Mstep: Class 17 contains 232088 members 
Mstep: Class 19 contains 53184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657712.000000 Penalty: 43162.746094
Iteration 234Q: 14 clusters Score -7.465771e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18381 members 
Mstep: Class 5 contains 27917 members 
Mstep: Class 6 contains 38544 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 189558 members 
Mstep: Class 10 contains 24235 members 
Mstep: Class 13 contains 14331 members 
Mstep: Class 14 contains 21077 members 
Mstep: Class 15 contains 17581 members 
Mstep: Class 17 contains 231620 members 
Mstep: Class 19 contains 53208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657704.000000 Penalty: 43162.746094
Iteration 235Q: 14 clusters Score -7.46577e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18478 members 
Mstep: Class 5 contains 27919 members 
Mstep: Class 6 contains 38548 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 189774 members 
Mstep: Class 10 contains 24262 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 17594 members 
Mstep: Class 17 contains 231313 members 
Mstep: Class 19 contains 53233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657864.000000 Penalty: 43162.746094
Iteration 236Q: 14 clusters Score -7.465786e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18546 members 
Mstep: Class 5 contains 27921 members 
Mstep: Class 6 contains 38541 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 189848 members 
Mstep: Class 10 contains 24281 members 
Mstep: Class 13 contains 14308 members 
Mstep: Class 14 contains 20923 members 
Mstep: Class 15 contains 17599 members 
Mstep: Class 17 contains 231202 members 
Mstep: Class 19 contains 53265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657744.000000 Penalty: 43162.746094
Iteration 237Q: 14 clusters Score -7.465774e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18623 members 
Mstep: Class 5 contains 27920 members 
Mstep: Class 6 contains 38550 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 189714 members 
Mstep: Class 10 contains 24319 members 
Mstep: Class 13 contains 14282 members 
Mstep: Class 14 contains 20848 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 17 contains 231271 members 
Mstep: Class 19 contains 53285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657856.000000 Penalty: 43162.746094
Iteration 238Q: 14 clusters Score -7.465786e+07 nChanged 1805
Entering ConstructFrom: 
Score: -74657856.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 1 (13620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Entering Unmasked Estep 
Score: -1613085.125000 Penalty: 2360.785156
	Iteration 0F: 2 clusters Score -1613085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1603127.625000 Penalty: 4721.570312
	Iteration 0F: 3 clusters Score -1603128 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1606212.750000 Penalty: 4721.570312
	Iteration 1F: 3 clusters Score -1606213 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1606554.875000 Penalty: 4721.570312
	Iteration 2F: 3 clusters Score -1606555 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1606866.875000 Penalty: 4721.570312
	Iteration 3F: 3 clusters Score -1606867 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1607195.625000 Penalty: 4721.570312
	Iteration 4Q: 3 clusters Score -1607196 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1607583.625000 Penalty: 4721.570312
	Iteration 5F: 3 clusters Score -1607584 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1607991.375000 Penalty: 4721.570312
	Iteration 6F: 3 clusters Score -1607991 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1608505.000000 Penalty: 4721.570312
	Iteration 7F: 3 clusters Score -1608505 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1609103.875000 Penalty: 4721.570312
	Iteration 8F: 3 clusters Score -1609104 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1609655.875000 Penalty: 4721.570312
	Iteration 9F: 3 clusters Score -1609656 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1610112.375000 Penalty: 4721.570312
	Iteration 10Q: 3 clusters Score -1610112 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1610465.875000 Penalty: 4721.570312
	Iteration 11Q: 3 clusters Score -1610466 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1610695.875000 Penalty: 4721.570312
	Iteration 12Q: 3 clusters Score -1610696 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1610820.000000 Penalty: 4721.570312
	Iteration 13Q: 3 clusters Score -1610820 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1610909.625000 Penalty: 4721.570312
	Iteration 14Q: 3 clusters Score -1610910 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1610958.000000 Penalty: 4721.570312
	Iteration 15Q: 3 clusters Score -1610958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1610997.500000 Penalty: 4721.570312
	Iteration 16Q: 3 clusters Score -1610998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1611031.875000 Penalty: 4721.570312
	Iteration 17Q: 3 clusters Score -1611032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1611056.375000 Penalty: 4721.570312
	Iteration 18Q: 3 clusters Score -1611056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1611069.875000 Penalty: 4721.570312
	Iteration 19Q: 3 clusters Score -1611070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1611080.375000 Penalty: 4721.570312
	Iteration 20F: 3 clusters Score -1611080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1611094.875000 Penalty: 4721.570312
	Iteration 21Q: 3 clusters Score -1611095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1611098.000000 Penalty: 4721.570312
	Iteration 22Q: 3 clusters Score -1611098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1611104.000000 Penalty: 4721.570312
	Iteration 23Q: 3 clusters Score -1611104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1611106.250000 Penalty: 4721.570312
	Iteration 24Q: 3 clusters Score -1611106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1611107.875000 Penalty: 4721.570312
	Iteration 25Q: 3 clusters Score -1611108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1611108.000000 Penalty: 4721.570312
	Iteration 26Q: 3 clusters Score -1611108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1611107.000000 Penalty: 4721.570312
	Iteration 27Q: 3 clusters Score -1611107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1611109.500000 Penalty: 4721.570312
	Iteration 28Q: 3 clusters Score -1611110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1611109.375000 Penalty: 4721.570312
	Iteration 29Q: 3 clusters Score -1611109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1611108.125000 Penalty: 4721.570312
	Iteration 30Q: 3 clusters Score -1611108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1611108.875000 Penalty: 4721.570312
	Iteration 31Q: 3 clusters Score -1611109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1611111.125000 Penalty: 4721.570312
	Iteration 32Q: 3 clusters Score -1611111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1611111.125000 Penalty: 4721.570312
	Iteration 33F: 3 clusters Score -1611111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -69375.601562 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -69375.6 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 334 members 
Entering Unmasked Estep 
Score: -67686.843750 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -67686.84 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67886.140625 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -67886.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67937.257812 Penalty: 3197.863525
	Iteration 2Q: 3 clusters Score -67937.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67976.570312 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -67976.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67994.085938 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -67994.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68005.460938 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -68005.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68010.218750 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -68010.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68012.437500 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -68012.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68012.437500 Penalty: 3197.863525
	Iteration 8F: 3 clusters Score -68012.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Entering Unmasked Estep 
Score: -2174890.000000 Penalty: 2439.264404
	Iteration 0F: 2 clusters Score -2174890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2161692.750000 Penalty: 4878.528809
	Iteration 0F: 3 clusters Score -2161693 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2166036.500000 Penalty: 4878.528809
	Iteration 1F: 3 clusters Score -2166036 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2166491.250000 Penalty: 4878.528809
	Iteration 2F: 3 clusters Score -2166491 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2166898.500000 Penalty: 4878.528809
	Iteration 3Q: 3 clusters Score -2166898 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2167292.500000 Penalty: 4878.528809
	Iteration 4Q: 3 clusters Score -2167292 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2167671.250000 Penalty: 4878.528809
	Iteration 5Q: 3 clusters Score -2167671 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2168118.250000 Penalty: 4878.528809
	Iteration 6Q: 3 clusters Score -2168118 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2168632.000000 Penalty: 4878.528809
	Iteration 7Q: 3 clusters Score -2168632 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2169134.250000 Penalty: 4878.528809
	Iteration 8Q: 3 clusters Score -2169134 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2169566.000000 Penalty: 4878.528809
	Iteration 9Q: 3 clusters Score -2169566 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2169905.250000 Penalty: 4878.528809
	Iteration 10Q: 3 clusters Score -2169905 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2170156.500000 Penalty: 4878.528809
	Iteration 11Q: 3 clusters Score -2170156 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2170340.250000 Penalty: 4878.528809
	Iteration 12Q: 3 clusters Score -2170340 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2170449.000000 Penalty: 4878.528809
	Iteration 13Q: 3 clusters Score -2170449 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2170541.250000 Penalty: 4878.528809
	Iteration 14Q: 3 clusters Score -2170541 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2170606.250000 Penalty: 4878.528809
	Iteration 15Q: 3 clusters Score -2170606 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2170641.000000 Penalty: 4878.528809
	Iteration 16Q: 3 clusters Score -2170641 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2170682.000000 Penalty: 4878.528809
	Iteration 17Q: 3 clusters Score -2170682 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2170718.750000 Penalty: 4878.528809
	Iteration 18Q: 3 clusters Score -2170719 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2170749.000000 Penalty: 4878.528809
	Iteration 19Q: 3 clusters Score -2170749 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2170780.750000 Penalty: 4878.528809
	Iteration 20F: 3 clusters Score -2170781 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2170817.000000 Penalty: 4878.528809
	Iteration 21Q: 3 clusters Score -2170817 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2170850.000000 Penalty: 4878.528809
	Iteration 22Q: 3 clusters Score -2170850 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2170890.000000 Penalty: 4878.528809
	Iteration 23Q: 3 clusters Score -2170890 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2170938.000000 Penalty: 4878.528809
	Iteration 24Q: 3 clusters Score -2170938 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2170985.750000 Penalty: 4878.528809
	Iteration 25Q: 3 clusters Score -2170986 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2171054.500000 Penalty: 4878.528809
	Iteration 26Q: 3 clusters Score -2171054 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2171124.750000 Penalty: 4878.528809
	Iteration 27Q: 3 clusters Score -2171125 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2171197.750000 Penalty: 4878.528809
	Iteration 28Q: 3 clusters Score -2171198 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2171273.250000 Penalty: 4878.528809
	Iteration 29Q: 3 clusters Score -2171273 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2171372.500000 Penalty: 4878.528809
	Iteration 30Q: 3 clusters Score -2171372 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2171482.250000 Penalty: 4878.528809
	Iteration 31Q: 3 clusters Score -2171482 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2171585.000000 Penalty: 4878.528809
	Iteration 32Q: 3 clusters Score -2171585 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2171697.000000 Penalty: 4878.528809
	Iteration 33Q: 3 clusters Score -2171697 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2171805.500000 Penalty: 4878.528809
	Iteration 34Q: 3 clusters Score -2171806 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2171936.250000 Penalty: 4878.528809
	Iteration 35Q: 3 clusters Score -2171936 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2172054.500000 Penalty: 4878.528809
	Iteration 36Q: 3 clusters Score -2172054 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2172159.750000 Penalty: 4878.528809
	Iteration 37Q: 3 clusters Score -2172160 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2172257.500000 Penalty: 4878.528809
	Iteration 38Q: 3 clusters Score -2172258 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2172332.000000 Penalty: 4878.528809
	Iteration 39Q: 3 clusters Score -2172332 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2172408.250000 Penalty: 4878.528809
	Iteration 40F: 3 clusters Score -2172408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2172483.000000 Penalty: 4878.528809
	Iteration 41Q: 3 clusters Score -2172483 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2172547.000000 Penalty: 4878.528809
	Iteration 42Q: 3 clusters Score -2172547 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2172602.250000 Penalty: 4878.528809
	Iteration 43Q: 3 clusters Score -2172602 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2172643.500000 Penalty: 4878.528809
	Iteration 44Q: 3 clusters Score -2172644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2172677.500000 Penalty: 4878.528809
	Iteration 45Q: 3 clusters Score -2172678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2172712.250000 Penalty: 4878.528809
	Iteration 46Q: 3 clusters Score -2172712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2172725.250000 Penalty: 4878.528809
	Iteration 47Q: 3 clusters Score -2172725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2172746.250000 Penalty: 4878.528809
	Iteration 48Q: 3 clusters Score -2172746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2172759.250000 Penalty: 4878.528809
	Iteration 49Q: 3 clusters Score -2172759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2172780.000000 Penalty: 4878.528809
	Iteration 50Q: 3 clusters Score -2172780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2172802.000000 Penalty: 4878.528809
	Iteration 51Q: 3 clusters Score -2172802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2172808.500000 Penalty: 4878.528809
	Iteration 52Q: 3 clusters Score -2172808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2172822.250000 Penalty: 4878.528809
	Iteration 53Q: 3 clusters Score -2172822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2172834.250000 Penalty: 4878.528809
	Iteration 54Q: 3 clusters Score -2172834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2172842.500000 Penalty: 4878.528809
	Iteration 55Q: 3 clusters Score -2172842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2172852.750000 Penalty: 4878.528809
	Iteration 56Q: 3 clusters Score -2172853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2172857.000000 Penalty: 4878.528809
	Iteration 57Q: 3 clusters Score -2172857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2172861.750000 Penalty: 4878.528809
	Iteration 58Q: 3 clusters Score -2172862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2172865.750000 Penalty: 4878.528809
	Iteration 59Q: 3 clusters Score -2172866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2172870.750000 Penalty: 4878.528809
	Iteration 60F: 3 clusters Score -2172871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2172879.000000 Penalty: 4878.528809
	Iteration 61Q: 3 clusters Score -2172879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2172885.750000 Penalty: 4878.528809
	Iteration 62Q: 3 clusters Score -2172886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2172884.000000 Penalty: 4878.528809
	Iteration 63Q: 3 clusters Score -2172884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2172886.250000 Penalty: 4878.528809
	Iteration 64Q: 3 clusters Score -2172886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2172886.500000 Penalty: 4878.528809
	Iteration 65Q: 3 clusters Score -2172886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2172884.500000 Penalty: 4878.528809
	Iteration 66Q: 3 clusters Score -2172884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2172884.500000 Penalty: 4878.528809
	Iteration 67F: 3 clusters Score -2172884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Entering Unmasked Estep 
Score: -3238799.750000 Penalty: 2538.835938
	Iteration 0F: 2 clusters Score -3238800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3219734.500000 Penalty: 5077.671875
	Iteration 0F: 3 clusters Score -3219734 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3226310.750000 Penalty: 5077.671875
	Iteration 1F: 3 clusters Score -3226311 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3226872.000000 Penalty: 5077.671875
	Iteration 2F: 3 clusters Score -3226872 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3227373.000000 Penalty: 5077.671875
	Iteration 3Q: 3 clusters Score -3227373 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3227824.500000 Penalty: 5077.671875
	Iteration 4Q: 3 clusters Score -3227824 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3228178.250000 Penalty: 5077.671875
	Iteration 5Q: 3 clusters Score -3228178 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3228475.750000 Penalty: 5077.671875
	Iteration 6Q: 3 clusters Score -3228476 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3228734.500000 Penalty: 5077.671875
	Iteration 7Q: 3 clusters Score -3228734 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3228997.750000 Penalty: 5077.671875
	Iteration 8Q: 3 clusters Score -3228998 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -3229262.500000 Penalty: 5077.671875
	Iteration 9Q: 3 clusters Score -3229262 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3229598.000000 Penalty: 5077.671875
	Iteration 10Q: 3 clusters Score -3229598 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3230033.250000 Penalty: 5077.671875
	Iteration 11Q: 3 clusters Score -3230033 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3230594.750000 Penalty: 5077.671875
	Iteration 12Q: 3 clusters Score -3230595 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3231232.750000 Penalty: 5077.671875
	Iteration 13Q: 3 clusters Score -3231233 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3231980.750000 Penalty: 5077.671875
	Iteration 14Q: 3 clusters Score -3231981 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3232843.500000 Penalty: 5077.671875
	Iteration 15Q: 3 clusters Score -3232844 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3233713.500000 Penalty: 5077.671875
	Iteration 16Q: 3 clusters Score -3233714 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3234507.750000 Penalty: 5077.671875
	Iteration 17Q: 3 clusters Score -3234508 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3235169.000000 Penalty: 5077.671875
	Iteration 18Q: 3 clusters Score -3235169 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -3235681.000000 Penalty: 5077.671875
	Iteration 19Q: 3 clusters Score -3235681 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -3235985.250000 Penalty: 5077.671875
	Iteration 20F: 3 clusters Score -3235985 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3236206.000000 Penalty: 5077.671875
	Iteration 21Q: 3 clusters Score -3236206 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3236342.000000 Penalty: 5077.671875
	Iteration 22Q: 3 clusters Score -3236342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3236417.500000 Penalty: 5077.671875
	Iteration 23Q: 3 clusters Score -3236418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3236470.500000 Penalty: 5077.671875
	Iteration 24Q: 3 clusters Score -3236470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3236501.250000 Penalty: 5077.671875
	Iteration 25Q: 3 clusters Score -3236501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3236524.500000 Penalty: 5077.671875
	Iteration 26Q: 3 clusters Score -3236524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3236544.250000 Penalty: 5077.671875
	Iteration 27Q: 3 clusters Score -3236544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3236561.250000 Penalty: 5077.671875
	Iteration 28Q: 3 clusters Score -3236561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3236576.000000 Penalty: 5077.671875
	Iteration 29Q: 3 clusters Score -3236576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3236586.000000 Penalty: 5077.671875
	Iteration 30Q: 3 clusters Score -3236586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -3236602.250000 Penalty: 5077.671875
	Iteration 31Q: 3 clusters Score -3236602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3236609.000000 Penalty: 5077.671875
	Iteration 32Q: 3 clusters Score -3236609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3236616.750000 Penalty: 5077.671875
	Iteration 33Q: 3 clusters Score -3236617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3236626.250000 Penalty: 5077.671875
	Iteration 34Q: 3 clusters Score -3236626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3236635.000000 Penalty: 5077.671875
	Iteration 35Q: 3 clusters Score -3236635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3236644.750000 Penalty: 5077.671875
	Iteration 36Q: 3 clusters Score -3236645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3236650.250000 Penalty: 5077.671875
	Iteration 37Q: 3 clusters Score -3236650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3236660.500000 Penalty: 5077.671875
	Iteration 38Q: 3 clusters Score -3236660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3236661.500000 Penalty: 5077.671875
	Iteration 39Q: 3 clusters Score -3236662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3236663.500000 Penalty: 5077.671875
	Iteration 40F: 3 clusters Score -3236664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3236667.250000 Penalty: 5077.671875
	Iteration 41Q: 3 clusters Score -3236667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3236666.250000 Penalty: 5077.671875
	Iteration 42Q: 3 clusters Score -3236666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3236666.250000 Penalty: 5077.671875
	Iteration 43F: 3 clusters Score -3236666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Entering Unmasked Estep 
Score: -4357931.000000 Penalty: 2618.917725
	Iteration 0F: 2 clusters Score -4357931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4331798.500000 Penalty: 5237.835449
	Iteration 0F: 3 clusters Score -4331798 nChanged 17677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -4341164.500000 Penalty: 5237.835449
	Iteration 1F: 3 clusters Score -4341164 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -4341779.000000 Penalty: 5237.835449
	Iteration 2Q: 3 clusters Score -4341779 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4342544.500000 Penalty: 5237.835449
	Iteration 3Q: 3 clusters Score -4342544 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4343686.000000 Penalty: 5237.835449
	Iteration 4F: 3 clusters Score -4343686 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -4345473.500000 Penalty: 5237.835449
	Iteration 5F: 3 clusters Score -4345474 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -4347938.500000 Penalty: 5237.835449
	Iteration 6F: 3 clusters Score -4347938 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4350673.500000 Penalty: 5237.835449
	Iteration 7F: 3 clusters Score -4350674 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -4352926.000000 Penalty: 5237.835449
	Iteration 8F: 3 clusters Score -4352926 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4354350.000000 Penalty: 5237.835449
	Iteration 9F: 3 clusters Score -4354350 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -4355211.500000 Penalty: 5237.835449
	Iteration 10Q: 3 clusters Score -4355212 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4355859.500000 Penalty: 5237.835449
	Iteration 11Q: 3 clusters Score -4355860 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4356450.000000 Penalty: 5237.835449
	Iteration 12Q: 3 clusters Score -4356450 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4357125.500000 Penalty: 5237.835449
	Iteration 13Q: 3 clusters Score -4357126 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4357484.000000 Penalty: 5237.835449
	Iteration 14Q: 3 clusters Score -4357484 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4357603.000000 Penalty: 5237.835449
	Iteration 15Q: 3 clusters Score -4357603 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4357659.500000 Penalty: 5237.835449
	Iteration 16Q: 3 clusters Score -4357660 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4357676.000000 Penalty: 5237.835449
	Iteration 17Q: 3 clusters Score -4357676 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4357679.500000 Penalty: 5237.835449
	Iteration 18Q: 3 clusters Score -4357680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4357690.000000 Penalty: 5237.835449
	Iteration 19Q: 3 clusters Score -4357690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4357699.000000 Penalty: 5237.835449
	Iteration 20F: 3 clusters Score -4357699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4357691.500000 Penalty: 5237.835449
	Iteration 21Q: 3 clusters Score -4357692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4357705.000000 Penalty: 5237.835449
	Iteration 22Q: 3 clusters Score -4357705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4357706.500000 Penalty: 5237.835449
	Iteration 23Q: 3 clusters Score -4357706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4357709.500000 Penalty: 5237.835449
	Iteration 24Q: 3 clusters Score -4357710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4357716.000000 Penalty: 5237.835449
	Iteration 25Q: 3 clusters Score -4357716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4357714.500000 Penalty: 5237.835449
	Iteration 26Q: 3 clusters Score -4357714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4357717.500000 Penalty: 5237.835449
	Iteration 27Q: 3 clusters Score -4357718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4357722.000000 Penalty: 5237.835449
	Iteration 28Q: 3 clusters Score -4357722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4357722.000000 Penalty: 5237.835449
	Iteration 29Q: 3 clusters Score -4357722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4357721.500000 Penalty: 5237.835449
	Iteration 30Q: 3 clusters Score -4357722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4357721.500000 Penalty: 5237.835449
	Iteration 31F: 3 clusters Score -4357722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -143359.265625 Penalty: 1797.981567
	Iteration 0F: 2 clusters Score -143359.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -141221.906250 Penalty: 3595.963135
	Iteration 0F: 3 clusters Score -141221.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -141994.078125 Penalty: 3595.963135
	Iteration 1F: 3 clusters Score -141994.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -142435.343750 Penalty: 3595.963135
	Iteration 2F: 3 clusters Score -142435.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -142722.046875 Penalty: 3595.963135
	Iteration 3F: 3 clusters Score -142722 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -142968.281250 Penalty: 3595.963135
	Iteration 4F: 3 clusters Score -142968.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -143055.218750 Penalty: 3595.963135
	Iteration 5Q: 3 clusters Score -143055.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -143120.890625 Penalty: 3595.963135
	Iteration 6Q: 3 clusters Score -143120.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -143184.328125 Penalty: 3595.963135
	Iteration 7Q: 3 clusters Score -143184.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -143197.562500 Penalty: 3595.963135
	Iteration 8Q: 3 clusters Score -143197.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -143213.453125 Penalty: 3595.963135
	Iteration 9Q: 3 clusters Score -143213.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -143227.296875 Penalty: 3595.963135
	Iteration 10Q: 3 clusters Score -143227.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -143235.296875 Penalty: 3595.963135
	Iteration 11Q: 3 clusters Score -143235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -143237.750000 Penalty: 3595.963135
	Iteration 12Q: 3 clusters Score -143237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -143237.750000 Penalty: 3595.963135
	Iteration 13F: 3 clusters Score -143237.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (189459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189459 members 
Entering Unmasked Estep 
Score: -21993432.000000 Penalty: 3013.678223
	Iteration 0F: 2 clusters Score -2.199343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 94647 members 
Entering Unmasked Estep 
Score: -21871592.000000 Penalty: 6027.356445
	Iteration 0F: 3 clusters Score -2.187159e+07 nChanged 90798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 94681 members 
Entering Unmasked Estep 
Score: -21925140.000000 Penalty: 6027.356445
	Iteration 1F: 3 clusters Score -2.192514e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 95036 members 
Entering Unmasked Estep 
Score: -21927058.000000 Penalty: 6027.356445
	Iteration 2Q: 3 clusters Score -2.192706e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 95818 members 
Entering Unmasked Estep 
Score: -21929318.000000 Penalty: 6027.356445
	Iteration 3Q: 3 clusters Score -2.192932e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92319 members 
Mstep: Class 2 contains 97140 members 
Entering Unmasked Estep 
Score: -21932646.000000 Penalty: 6027.356445
	Iteration 4Q: 3 clusters Score -2.193265e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 99344 members 
Entering Unmasked Estep 
Score: -21937456.000000 Penalty: 6027.356445
	Iteration 5F: 3 clusters Score -2.193746e+07 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 102633 members 
Entering Unmasked Estep 
Score: -21945096.000000 Penalty: 6027.356445
	Iteration 6F: 3 clusters Score -2.19451e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 106717 members 
Entering Unmasked Estep 
Score: -21954776.000000 Penalty: 6027.356445
	Iteration 7F: 3 clusters Score -2.195478e+07 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 110783 members 
Entering Unmasked Estep 
Score: -21965518.000000 Penalty: 6027.356445
	Iteration 8F: 3 clusters Score -2.196552e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Mstep: Class 2 contains 113911 members 
Entering Unmasked Estep 
Score: -21971850.000000 Penalty: 6027.356445
	Iteration 9F: 3 clusters Score -2.197185e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 116175 members 
Entering Unmasked Estep 
Score: -21974552.000000 Penalty: 6027.356445
	Iteration 10Q: 3 clusters Score -2.197455e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 118351 members 
Entering Unmasked Estep 
Score: -21975666.000000 Penalty: 6027.356445
	Iteration 11Q: 3 clusters Score -2.197567e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 120515 members 
Entering Unmasked Estep 
Score: -21976410.000000 Penalty: 6027.356445
	Iteration 12Q: 3 clusters Score -2.197641e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
Score: -21977262.000000 Penalty: 6027.356445
	Iteration 13Q: 3 clusters Score -2.197726e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 125184 members 
Entering Unmasked Estep 
Score: -21978234.000000 Penalty: 6027.356445
	Iteration 14Q: 3 clusters Score -2.197823e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 127655 members 
Entering Unmasked Estep 
Score: -21979400.000000 Penalty: 6027.356445
	Iteration 15Q: 3 clusters Score -2.19794e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 130151 members 
Entering Unmasked Estep 
Score: -21980718.000000 Penalty: 6027.356445
	Iteration 16Q: 3 clusters Score -2.198072e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 132675 members 
Entering Unmasked Estep 
Score: -21981792.000000 Penalty: 6027.356445
	Iteration 17Q: 3 clusters Score -2.198179e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 135141 members 
Entering Unmasked Estep 
Score: -21983082.000000 Penalty: 6027.356445
	Iteration 18Q: 3 clusters Score -2.198308e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 137425 members 
Entering Unmasked Estep 
Score: -21984012.000000 Penalty: 6027.356445
	Iteration 19Q: 3 clusters Score -2.198401e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 139607 members 
Entering Unmasked Estep 
Score: -21984822.000000 Penalty: 6027.356445
	Iteration 20F: 3 clusters Score -2.198482e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 141707 members 
Entering Unmasked Estep 
Score: -21985744.000000 Penalty: 6027.356445
	Iteration 21Q: 3 clusters Score -2.198574e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 143732 members 
Entering Unmasked Estep 
Score: -21986332.000000 Penalty: 6027.356445
	Iteration 22Q: 3 clusters Score -2.198633e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 145704 members 
Entering Unmasked Estep 
Score: -21986912.000000 Penalty: 6027.356445
	Iteration 23Q: 3 clusters Score -2.198691e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 147727 members 
Entering Unmasked Estep 
Score: -21987286.000000 Penalty: 6027.356445
	Iteration 24Q: 3 clusters Score -2.198729e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 149770 members 
Entering Unmasked Estep 
Score: -21987654.000000 Penalty: 6027.356445
	Iteration 25Q: 3 clusters Score -2.198765e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 151809 members 
Entering Unmasked Estep 
Score: -21987996.000000 Penalty: 6027.356445
	Iteration 26Q: 3 clusters Score -2.1988e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 153874 members 
Entering Unmasked Estep 
Score: -21988488.000000 Penalty: 6027.356445
	Iteration 27Q: 3 clusters Score -2.198849e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 156000 members 
Entering Unmasked Estep 
Score: -21988698.000000 Penalty: 6027.356445
	Iteration 28Q: 3 clusters Score -2.19887e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 158080 members 
Entering Unmasked Estep 
Score: -21989012.000000 Penalty: 6027.356445
	Iteration 29Q: 3 clusters Score -2.198901e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 160173 members 
Entering Unmasked Estep 
Score: -21989148.000000 Penalty: 6027.356445
	Iteration 30Q: 3 clusters Score -2.198915e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 162253 members 
Entering Unmasked Estep 
Score: -21989370.000000 Penalty: 6027.356445
	Iteration 31Q: 3 clusters Score -2.198937e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 164263 members 
Entering Unmasked Estep 
Score: -21989804.000000 Penalty: 6027.356445
	Iteration 32Q: 3 clusters Score -2.19898e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 166118 members 
Entering Unmasked Estep 
Score: -21990026.000000 Penalty: 6027.356445
	Iteration 33Q: 3 clusters Score -2.199003e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 167925 members 
Entering Unmasked Estep 
Score: -21990340.000000 Penalty: 6027.356445
	Iteration 34Q: 3 clusters Score -2.199034e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 169644 members 
Entering Unmasked Estep 
Score: -21990570.000000 Penalty: 6027.356445
	Iteration 35Q: 3 clusters Score -2.199057e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 171317 members 
Entering Unmasked Estep 
Score: -21990892.000000 Penalty: 6027.356445
	Iteration 36Q: 3 clusters Score -2.199089e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 172855 members 
Entering Unmasked Estep 
Score: -21991128.000000 Penalty: 6027.356445
	Iteration 37Q: 3 clusters Score -2.199113e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 174320 members 
Entering Unmasked Estep 
Score: -21991422.000000 Penalty: 6027.356445
	Iteration 38Q: 3 clusters Score -2.199142e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 175624 members 
Entering Unmasked Estep 
Score: -21991674.000000 Penalty: 6027.356445
	Iteration 39Q: 3 clusters Score -2.199167e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 176808 members 
Entering Unmasked Estep 
Score: -21991842.000000 Penalty: 6027.356445
	Iteration 40F: 3 clusters Score -2.199184e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 177881 members 
Entering Unmasked Estep 
Score: -21991896.000000 Penalty: 6027.356445
	Iteration 41Q: 3 clusters Score -2.19919e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 178845 members 
Entering Unmasked Estep 
Score: -21991982.000000 Penalty: 6027.356445
	Iteration 42Q: 3 clusters Score -2.199198e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 179651 members 
Entering Unmasked Estep 
Score: -21992012.000000 Penalty: 6027.356445
	Iteration 43Q: 3 clusters Score -2.199201e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 180347 members 
Entering Unmasked Estep 
Score: -21992120.000000 Penalty: 6027.356445
	Iteration 44Q: 3 clusters Score -2.199212e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 180992 members 
Entering Unmasked Estep 
Score: -21992210.000000 Penalty: 6027.356445
	Iteration 45Q: 3 clusters Score -2.199221e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 181542 members 
Entering Unmasked Estep 
Score: -21992278.000000 Penalty: 6027.356445
	Iteration 46Q: 3 clusters Score -2.199228e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 182036 members 
Entering Unmasked Estep 
Score: -21992332.000000 Penalty: 6027.356445
	Iteration 47Q: 3 clusters Score -2.199233e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 182469 members 
Entering Unmasked Estep 
Score: -21992276.000000 Penalty: 6027.356445
	Iteration 48Q: 3 clusters Score -2.199228e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 182845 members 
Entering Unmasked Estep 
Score: -21992354.000000 Penalty: 6027.356445
	Iteration 49Q: 3 clusters Score -2.199235e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 183171 members 
Entering Unmasked Estep 
Score: -21992366.000000 Penalty: 6027.356445
	Iteration 50Q: 3 clusters Score -2.199237e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 183453 members 
Entering Unmasked Estep 
Score: -21992368.000000 Penalty: 6027.356445
	Iteration 51Q: 3 clusters Score -2.199237e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 183700 members 
Entering Unmasked Estep 
Score: -21992354.000000 Penalty: 6027.356445
	Iteration 52Q: 3 clusters Score -2.199235e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 183945 members 
Entering Unmasked Estep 
Score: -21992316.000000 Penalty: 6027.356445
	Iteration 53Q: 3 clusters Score -2.199232e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 184174 members 
Entering Unmasked Estep 
Score: -21992336.000000 Penalty: 6027.356445
	Iteration 54Q: 3 clusters Score -2.199234e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 184402 members 
Entering Unmasked Estep 
Score: -21992340.000000 Penalty: 6027.356445
	Iteration 55Q: 3 clusters Score -2.199234e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 184611 members 
Entering Unmasked Estep 
Score: -21992296.000000 Penalty: 6027.356445
	Iteration 56Q: 3 clusters Score -2.19923e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 184783 members 
Entering Unmasked Estep 
Score: -21992270.000000 Penalty: 6027.356445
	Iteration 57Q: 3 clusters Score -2.199227e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 184933 members 
Entering Unmasked Estep 
Score: -21992272.000000 Penalty: 6027.356445
	Iteration 58Q: 3 clusters Score -2.199227e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 185087 members 
Entering Unmasked Estep 
Score: -21992230.000000 Penalty: 6027.356445
	Iteration 59Q: 3 clusters Score -2.199223e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 185238 members 
Entering Unmasked Estep 
Score: -21992234.000000 Penalty: 6027.356445
	Iteration 60F: 3 clusters Score -2.199223e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 185370 members 
Entering Unmasked Estep 
Score: -21992186.000000 Penalty: 6027.356445
	Iteration 61Q: 3 clusters Score -2.199219e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 185496 members 
Entering Unmasked Estep 
Score: -21992168.000000 Penalty: 6027.356445
	Iteration 62Q: 3 clusters Score -2.199217e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 185611 members 
Entering Unmasked Estep 
Score: -21992160.000000 Penalty: 6027.356445
	Iteration 63Q: 3 clusters Score -2.199216e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 185714 members 
Entering Unmasked Estep 
Score: -21992154.000000 Penalty: 6027.356445
	Iteration 64Q: 3 clusters Score -2.199215e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 185807 members 
Entering Unmasked Estep 
Score: -21992174.000000 Penalty: 6027.356445
	Iteration 65Q: 3 clusters Score -2.199217e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 185892 members 
Entering Unmasked Estep 
Score: -21992204.000000 Penalty: 6027.356445
	Iteration 66Q: 3 clusters Score -2.19922e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 185965 members 
Entering Unmasked Estep 
Score: -21992190.000000 Penalty: 6027.356445
	Iteration 67Q: 3 clusters Score -2.199219e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 186023 members 
Entering Unmasked Estep 
Score: -21992178.000000 Penalty: 6027.356445
	Iteration 68Q: 3 clusters Score -2.199218e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 186079 members 
Entering Unmasked Estep 
Score: -21992156.000000 Penalty: 6027.356445
	Iteration 69Q: 3 clusters Score -2.199216e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 186136 members 
Entering Unmasked Estep 
Score: -21992158.000000 Penalty: 6027.356445
	Iteration 70Q: 3 clusters Score -2.199216e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 186193 members 
Entering Unmasked Estep 
Score: -21992158.000000 Penalty: 6027.356445
	Iteration 71Q: 3 clusters Score -2.199216e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 186246 members 
Entering Unmasked Estep 
Score: -21992158.000000 Penalty: 6027.356445
	Iteration 72Q: 3 clusters Score -2.199216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 186284 members 
Entering Unmasked Estep 
Score: -21992168.000000 Penalty: 6027.356445
	Iteration 73Q: 3 clusters Score -2.199217e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 186315 members 
Entering Unmasked Estep 
Score: -21992172.000000 Penalty: 6027.356445
	Iteration 74Q: 3 clusters Score -2.199217e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 186358 members 
Entering Unmasked Estep 
Score: -21992186.000000 Penalty: 6027.356445
	Iteration 75Q: 3 clusters Score -2.199219e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 186386 members 
Entering Unmasked Estep 
Score: -21992186.000000 Penalty: 6027.356445
	Iteration 76Q: 3 clusters Score -2.199219e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 186425 members 
Entering Unmasked Estep 
Score: -21992210.000000 Penalty: 6027.356445
	Iteration 77Q: 3 clusters Score -2.199221e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 186459 members 
Entering Unmasked Estep 
Score: -21992196.000000 Penalty: 6027.356445
	Iteration 78Q: 3 clusters Score -2.19922e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 186496 members 
Entering Unmasked Estep 
Score: -21992182.000000 Penalty: 6027.356445
	Iteration 79Q: 3 clusters Score -2.199218e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 186528 members 
Entering Unmasked Estep 
Score: -21992206.000000 Penalty: 6027.356445
	Iteration 80F: 3 clusters Score -2.199221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 186545 members 
Entering Unmasked Estep 
Score: -21992162.000000 Penalty: 6027.356445
	Iteration 81Q: 3 clusters Score -2.199216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 186561 members 
Entering Unmasked Estep 
Score: -21992178.000000 Penalty: 6027.356445
	Iteration 82Q: 3 clusters Score -2.199218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 186577 members 
Entering Unmasked Estep 
Score: -21992184.000000 Penalty: 6027.356445
	Iteration 83Q: 3 clusters Score -2.199218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 186593 members 
Entering Unmasked Estep 
Score: -21992184.000000 Penalty: 6027.356445
	Iteration 84Q: 3 clusters Score -2.199218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 186600 members 
Entering Unmasked Estep 
Score: -21992202.000000 Penalty: 6027.356445
	Iteration 85Q: 3 clusters Score -2.19922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 186608 members 
Entering Unmasked Estep 
Score: -21992204.000000 Penalty: 6027.356445
	Iteration 86Q: 3 clusters Score -2.19922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 186617 members 
Entering Unmasked Estep 
Score: -21992188.000000 Penalty: 6027.356445
	Iteration 87Q: 3 clusters Score -2.199219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 186624 members 
Entering Unmasked Estep 
Score: -21992206.000000 Penalty: 6027.356445
	Iteration 88Q: 3 clusters Score -2.199221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 186631 members 
Entering Unmasked Estep 
Score: -21992192.000000 Penalty: 6027.356445
	Iteration 89Q: 3 clusters Score -2.199219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 186641 members 
Entering Unmasked Estep 
Score: -21992182.000000 Penalty: 6027.356445
	Iteration 90Q: 3 clusters Score -2.199218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 186654 members 
Entering Unmasked Estep 
Score: -21992202.000000 Penalty: 6027.356445
	Iteration 91Q: 3 clusters Score -2.19922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 186666 members 
Entering Unmasked Estep 
Score: -21992190.000000 Penalty: 6027.356445
	Iteration 92Q: 3 clusters Score -2.199219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 186677 members 
Entering Unmasked Estep 
Score: -21992194.000000 Penalty: 6027.356445
	Iteration 93Q: 3 clusters Score -2.199219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 186687 members 
Entering Unmasked Estep 
Score: -21992194.000000 Penalty: 6027.356445
	Iteration 94Q: 3 clusters Score -2.199219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 186696 members 
Entering Unmasked Estep 
Score: -21992208.000000 Penalty: 6027.356445
	Iteration 95Q: 3 clusters Score -2.199221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 186703 members 
Entering Unmasked Estep 
Score: -21992204.000000 Penalty: 6027.356445
	Iteration 96Q: 3 clusters Score -2.19922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 186710 members 
Entering Unmasked Estep 
Score: -21992198.000000 Penalty: 6027.356445
	Iteration 97Q: 3 clusters Score -2.19922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 186716 members 
Entering Unmasked Estep 
Score: -21992202.000000 Penalty: 6027.356445
	Iteration 98Q: 3 clusters Score -2.19922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 186724 members 
Entering Unmasked Estep 
Score: -21992178.000000 Penalty: 6027.356445
	Iteration 99Q: 3 clusters Score -2.199218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 186731 members 
Entering Unmasked Estep 
Score: -21992182.000000 Penalty: 6027.356445
	Iteration 100F: 3 clusters Score -2.199218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 186734 members 
Entering Unmasked Estep 
Score: -21992168.000000 Penalty: 6027.356445
	Iteration 101Q: 3 clusters Score -2.199217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 186738 members 
Entering Unmasked Estep 
Score: -21992170.000000 Penalty: 6027.356445
	Iteration 102Q: 3 clusters Score -2.199217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 186739 members 
Entering Unmasked Estep 
Score: -21992168.000000 Penalty: 6027.356445
	Iteration 103Q: 3 clusters Score -2.199217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 186739 members 
Entering Unmasked Estep 
Score: -21992168.000000 Penalty: 6027.356445
	Iteration 104F: 3 clusters Score -2.199217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Entering Unmasked Estep 
Score: -2896271.000000 Penalty: 2504.932373
	Iteration 0F: 2 clusters Score -2896271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2879380.000000 Penalty: 5009.864746
	Iteration 0F: 3 clusters Score -2879380 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2885103.000000 Penalty: 5009.864746
	Iteration 1F: 3 clusters Score -2885103 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2885588.500000 Penalty: 5009.864746
	Iteration 2F: 3 clusters Score -2885588 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2886089.750000 Penalty: 5009.864746
	Iteration 3Q: 3 clusters Score -2886090 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2886570.750000 Penalty: 5009.864746
	Iteration 4Q: 3 clusters Score -2886571 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2887052.500000 Penalty: 5009.864746
	Iteration 5Q: 3 clusters Score -2887052 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2887550.500000 Penalty: 5009.864746
	Iteration 6Q: 3 clusters Score -2887550 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2888205.000000 Penalty: 5009.864746
	Iteration 7Q: 3 clusters Score -2888205 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2888983.750000 Penalty: 5009.864746
	Iteration 8F: 3 clusters Score -2888984 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2890087.250000 Penalty: 5009.864746
	Iteration 9F: 3 clusters Score -2890087 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2891191.750000 Penalty: 5009.864746
	Iteration 10F: 3 clusters Score -2891192 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2891882.000000 Penalty: 5009.864746
	Iteration 11Q: 3 clusters Score -2891882 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2892206.750000 Penalty: 5009.864746
	Iteration 12Q: 3 clusters Score -2892207 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2892325.000000 Penalty: 5009.864746
	Iteration 13Q: 3 clusters Score -2892325 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2892378.500000 Penalty: 5009.864746
	Iteration 14Q: 3 clusters Score -2892378 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2892427.750000 Penalty: 5009.864746
	Iteration 15Q: 3 clusters Score -2892428 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2892475.250000 Penalty: 5009.864746
	Iteration 16Q: 3 clusters Score -2892475 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2892513.500000 Penalty: 5009.864746
	Iteration 17Q: 3 clusters Score -2892514 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2892567.750000 Penalty: 5009.864746
	Iteration 18Q: 3 clusters Score -2892568 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2892603.750000 Penalty: 5009.864746
	Iteration 19Q: 3 clusters Score -2892604 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2892629.500000 Penalty: 5009.864746
	Iteration 20F: 3 clusters Score -2892630 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2892651.750000 Penalty: 5009.864746
	Iteration 21Q: 3 clusters Score -2892652 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2892676.000000 Penalty: 5009.864746
	Iteration 22Q: 3 clusters Score -2892676 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2892681.000000 Penalty: 5009.864746
	Iteration 23Q: 3 clusters Score -2892681 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2892705.250000 Penalty: 5009.864746
	Iteration 24Q: 3 clusters Score -2892705 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2892707.750000 Penalty: 5009.864746
	Iteration 25Q: 3 clusters Score -2892708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2892722.250000 Penalty: 5009.864746
	Iteration 26Q: 3 clusters Score -2892722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2892729.750000 Penalty: 5009.864746
	Iteration 27Q: 3 clusters Score -2892730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2892740.250000 Penalty: 5009.864746
	Iteration 28Q: 3 clusters Score -2892740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2892741.000000 Penalty: 5009.864746
	Iteration 29Q: 3 clusters Score -2892741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2892755.000000 Penalty: 5009.864746
	Iteration 30Q: 3 clusters Score -2892755 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2892759.000000 Penalty: 5009.864746
	Iteration 31Q: 3 clusters Score -2892759 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2892770.750000 Penalty: 5009.864746
	Iteration 32Q: 3 clusters Score -2892771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2892782.750000 Penalty: 5009.864746
	Iteration 33Q: 3 clusters Score -2892783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2892792.250000 Penalty: 5009.864746
	Iteration 34Q: 3 clusters Score -2892792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2892793.500000 Penalty: 5009.864746
	Iteration 35Q: 3 clusters Score -2892794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2892794.500000 Penalty: 5009.864746
	Iteration 36Q: 3 clusters Score -2892794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2892806.500000 Penalty: 5009.864746
	Iteration 37Q: 3 clusters Score -2892806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2892809.250000 Penalty: 5009.864746
	Iteration 38Q: 3 clusters Score -2892809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2892819.000000 Penalty: 5009.864746
	Iteration 39Q: 3 clusters Score -2892819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2892819.250000 Penalty: 5009.864746
	Iteration 40F: 3 clusters Score -2892819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2892825.250000 Penalty: 5009.864746
	Iteration 41Q: 3 clusters Score -2892825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2892822.500000 Penalty: 5009.864746
	Iteration 42Q: 3 clusters Score -2892822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2892837.250000 Penalty: 5009.864746
	Iteration 43Q: 3 clusters Score -2892837 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2892846.000000 Penalty: 5009.864746
	Iteration 44Q: 3 clusters Score -2892846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2892851.750000 Penalty: 5009.864746
	Iteration 45Q: 3 clusters Score -2892852 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2892858.250000 Penalty: 5009.864746
	Iteration 46Q: 3 clusters Score -2892858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2892859.500000 Penalty: 5009.864746
	Iteration 47Q: 3 clusters Score -2892860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2892868.250000 Penalty: 5009.864746
	Iteration 48Q: 3 clusters Score -2892868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2892872.250000 Penalty: 5009.864746
	Iteration 49Q: 3 clusters Score -2892872 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2892878.750000 Penalty: 5009.864746
	Iteration 50Q: 3 clusters Score -2892879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2892888.750000 Penalty: 5009.864746
	Iteration 51Q: 3 clusters Score -2892889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2892896.250000 Penalty: 5009.864746
	Iteration 52Q: 3 clusters Score -2892896 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2892906.250000 Penalty: 5009.864746
	Iteration 53Q: 3 clusters Score -2892906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2892914.750000 Penalty: 5009.864746
	Iteration 54Q: 3 clusters Score -2892915 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2892915.750000 Penalty: 5009.864746
	Iteration 55Q: 3 clusters Score -2892916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2892926.500000 Penalty: 5009.864746
	Iteration 56Q: 3 clusters Score -2892926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2892932.000000 Penalty: 5009.864746
	Iteration 57Q: 3 clusters Score -2892932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2892939.250000 Penalty: 5009.864746
	Iteration 58Q: 3 clusters Score -2892939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2892947.500000 Penalty: 5009.864746
	Iteration 59Q: 3 clusters Score -2892948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2892952.250000 Penalty: 5009.864746
	Iteration 60F: 3 clusters Score -2892952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2892955.750000 Penalty: 5009.864746
	Iteration 61Q: 3 clusters Score -2892956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2892964.000000 Penalty: 5009.864746
	Iteration 62Q: 3 clusters Score -2892964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2892972.000000 Penalty: 5009.864746
	Iteration 63Q: 3 clusters Score -2892972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2892987.000000 Penalty: 5009.864746
	Iteration 64Q: 3 clusters Score -2892987 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2893007.000000 Penalty: 5009.864746
	Iteration 65Q: 3 clusters Score -2893007 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2893016.250000 Penalty: 5009.864746
	Iteration 66Q: 3 clusters Score -2893016 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2893026.250000 Penalty: 5009.864746
	Iteration 67Q: 3 clusters Score -2893026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2893035.000000 Penalty: 5009.864746
	Iteration 68Q: 3 clusters Score -2893035 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2893035.500000 Penalty: 5009.864746
	Iteration 69Q: 3 clusters Score -2893036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2893060.500000 Penalty: 5009.864746
	Iteration 70Q: 3 clusters Score -2893060 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2893072.750000 Penalty: 5009.864746
	Iteration 71Q: 3 clusters Score -2893073 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2893093.250000 Penalty: 5009.864746
	Iteration 72Q: 3 clusters Score -2893093 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2893105.750000 Penalty: 5009.864746
	Iteration 73Q: 3 clusters Score -2893106 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2893114.750000 Penalty: 5009.864746
	Iteration 74Q: 3 clusters Score -2893115 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2893135.500000 Penalty: 5009.864746
	Iteration 75Q: 3 clusters Score -2893136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2893157.750000 Penalty: 5009.864746
	Iteration 76Q: 3 clusters Score -2893158 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2893171.750000 Penalty: 5009.864746
	Iteration 77Q: 3 clusters Score -2893172 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2893186.750000 Penalty: 5009.864746
	Iteration 78Q: 3 clusters Score -2893187 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2893195.750000 Penalty: 5009.864746
	Iteration 79Q: 3 clusters Score -2893196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2893207.250000 Penalty: 5009.864746
	Iteration 80F: 3 clusters Score -2893207 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2893225.000000 Penalty: 5009.864746
	Iteration 81Q: 3 clusters Score -2893225 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2893252.750000 Penalty: 5009.864746
	Iteration 82Q: 3 clusters Score -2893253 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2893277.750000 Penalty: 5009.864746
	Iteration 83Q: 3 clusters Score -2893278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2893279.250000 Penalty: 5009.864746
	Iteration 84Q: 3 clusters Score -2893279 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2893276.250000 Penalty: 5009.864746
	Iteration 85Q: 3 clusters Score -2893276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2893284.000000 Penalty: 5009.864746
	Iteration 86Q: 3 clusters Score -2893284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2893294.750000 Penalty: 5009.864746
	Iteration 87Q: 3 clusters Score -2893295 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2893305.750000 Penalty: 5009.864746
	Iteration 88Q: 3 clusters Score -2893306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2893312.250000 Penalty: 5009.864746
	Iteration 89Q: 3 clusters Score -2893312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2893323.250000 Penalty: 5009.864746
	Iteration 90Q: 3 clusters Score -2893323 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2893331.750000 Penalty: 5009.864746
	Iteration 91Q: 3 clusters Score -2893332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2893346.750000 Penalty: 5009.864746
	Iteration 92Q: 3 clusters Score -2893347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2893345.750000 Penalty: 5009.864746
	Iteration 93Q: 3 clusters Score -2893346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2893359.250000 Penalty: 5009.864746
	Iteration 94Q: 3 clusters Score -2893359 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2893382.250000 Penalty: 5009.864746
	Iteration 95Q: 3 clusters Score -2893382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2893389.500000 Penalty: 5009.864746
	Iteration 96Q: 3 clusters Score -2893390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2893403.750000 Penalty: 5009.864746
	Iteration 97Q: 3 clusters Score -2893404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2893410.250000 Penalty: 5009.864746
	Iteration 98Q: 3 clusters Score -2893410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2893424.250000 Penalty: 5009.864746
	Iteration 99Q: 3 clusters Score -2893424 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2893431.500000 Penalty: 5009.864746
	Iteration 100F: 3 clusters Score -2893432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2893439.500000 Penalty: 5009.864746
	Iteration 101Q: 3 clusters Score -2893440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2893454.250000 Penalty: 5009.864746
	Iteration 102Q: 3 clusters Score -2893454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2893457.750000 Penalty: 5009.864746
	Iteration 103Q: 3 clusters Score -2893458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2893462.750000 Penalty: 5009.864746
	Iteration 104Q: 3 clusters Score -2893463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2893475.750000 Penalty: 5009.864746
	Iteration 105Q: 3 clusters Score -2893476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2893495.000000 Penalty: 5009.864746
	Iteration 106Q: 3 clusters Score -2893495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2893502.750000 Penalty: 5009.864746
	Iteration 107Q: 3 clusters Score -2893503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2893513.000000 Penalty: 5009.864746
	Iteration 108Q: 3 clusters Score -2893513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2893523.500000 Penalty: 5009.864746
	Iteration 109Q: 3 clusters Score -2893524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2893533.250000 Penalty: 5009.864746
	Iteration 110Q: 3 clusters Score -2893533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2893531.750000 Penalty: 5009.864746
	Iteration 111Q: 3 clusters Score -2893532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2893533.750000 Penalty: 5009.864746
	Iteration 112Q: 3 clusters Score -2893534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2893540.250000 Penalty: 5009.864746
	Iteration 113Q: 3 clusters Score -2893540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2893548.750000 Penalty: 5009.864746
	Iteration 114Q: 3 clusters Score -2893549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2893546.750000 Penalty: 5009.864746
	Iteration 115Q: 3 clusters Score -2893547 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2893554.000000 Penalty: 5009.864746
	Iteration 116Q: 3 clusters Score -2893554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2893559.250000 Penalty: 5009.864746
	Iteration 117Q: 3 clusters Score -2893559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2893569.750000 Penalty: 5009.864746
	Iteration 118Q: 3 clusters Score -2893570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2893576.250000 Penalty: 5009.864746
	Iteration 119Q: 3 clusters Score -2893576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -2893581.500000 Penalty: 5009.864746
	Iteration 120F: 3 clusters Score -2893582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2893583.500000 Penalty: 5009.864746
	Iteration 121Q: 3 clusters Score -2893584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2893584.000000 Penalty: 5009.864746
	Iteration 122Q: 3 clusters Score -2893584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2893586.750000 Penalty: 5009.864746
	Iteration 123Q: 3 clusters Score -2893587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2893597.500000 Penalty: 5009.864746
	Iteration 124Q: 3 clusters Score -2893598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2893599.750000 Penalty: 5009.864746
	Iteration 125Q: 3 clusters Score -2893600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2893605.000000 Penalty: 5009.864746
	Iteration 126Q: 3 clusters Score -2893605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2893614.750000 Penalty: 5009.864746
	Iteration 127Q: 3 clusters Score -2893615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2893634.500000 Penalty: 5009.864746
	Iteration 128Q: 3 clusters Score -2893634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2893634.000000 Penalty: 5009.864746
	Iteration 129Q: 3 clusters Score -2893634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2893652.750000 Penalty: 5009.864746
	Iteration 130Q: 3 clusters Score -2893653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2893658.250000 Penalty: 5009.864746
	Iteration 131Q: 3 clusters Score -2893658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2893673.500000 Penalty: 5009.864746
	Iteration 132Q: 3 clusters Score -2893674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2893672.000000 Penalty: 5009.864746
	Iteration 133Q: 3 clusters Score -2893672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2893688.500000 Penalty: 5009.864746
	Iteration 134Q: 3 clusters Score -2893688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2893710.250000 Penalty: 5009.864746
	Iteration 135Q: 3 clusters Score -2893710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2893716.750000 Penalty: 5009.864746
	Iteration 136Q: 3 clusters Score -2893717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2893730.750000 Penalty: 5009.864746
	Iteration 137Q: 3 clusters Score -2893731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2893743.500000 Penalty: 5009.864746
	Iteration 138Q: 3 clusters Score -2893744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2893760.750000 Penalty: 5009.864746
	Iteration 139Q: 3 clusters Score -2893761 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -2893785.000000 Penalty: 5009.864746
	Iteration 140F: 3 clusters Score -2893785 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2893805.000000 Penalty: 5009.864746
	Iteration 141Q: 3 clusters Score -2893805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2893821.500000 Penalty: 5009.864746
	Iteration 142Q: 3 clusters Score -2893822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2893838.000000 Penalty: 5009.864746
	Iteration 143Q: 3 clusters Score -2893838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2893855.000000 Penalty: 5009.864746
	Iteration 144Q: 3 clusters Score -2893855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2893868.750000 Penalty: 5009.864746
	Iteration 145Q: 3 clusters Score -2893869 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2893885.750000 Penalty: 5009.864746
	Iteration 146Q: 3 clusters Score -2893886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2893905.250000 Penalty: 5009.864746
	Iteration 147Q: 3 clusters Score -2893905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2893917.750000 Penalty: 5009.864746
	Iteration 148Q: 3 clusters Score -2893918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2893938.750000 Penalty: 5009.864746
	Iteration 149Q: 3 clusters Score -2893939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2893961.250000 Penalty: 5009.864746
	Iteration 150Q: 3 clusters Score -2893961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -2893965.000000 Penalty: 5009.864746
	Iteration 151Q: 3 clusters Score -2893965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2893968.250000 Penalty: 5009.864746
	Iteration 152Q: 3 clusters Score -2893968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2893974.250000 Penalty: 5009.864746
	Iteration 153Q: 3 clusters Score -2893974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2893987.000000 Penalty: 5009.864746
	Iteration 154Q: 3 clusters Score -2893987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2893985.750000 Penalty: 5009.864746
	Iteration 155Q: 3 clusters Score -2893986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -2893995.000000 Penalty: 5009.864746
	Iteration 156Q: 3 clusters Score -2893995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -2894011.750000 Penalty: 5009.864746
	Iteration 157Q: 3 clusters Score -2894012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2894020.250000 Penalty: 5009.864746
	Iteration 158Q: 3 clusters Score -2894020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2894027.750000 Penalty: 5009.864746
	Iteration 159Q: 3 clusters Score -2894028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -2894042.250000 Penalty: 5009.864746
	Iteration 160F: 3 clusters Score -2894042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2894051.250000 Penalty: 5009.864746
	Iteration 161Q: 3 clusters Score -2894051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -2894057.750000 Penalty: 5009.864746
	Iteration 162Q: 3 clusters Score -2894058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2894061.000000 Penalty: 5009.864746
	Iteration 163Q: 3 clusters Score -2894061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2894073.000000 Penalty: 5009.864746
	Iteration 164Q: 3 clusters Score -2894073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2894075.750000 Penalty: 5009.864746
	Iteration 165Q: 3 clusters Score -2894076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -2894075.000000 Penalty: 5009.864746
	Iteration 166Q: 3 clusters Score -2894075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2894074.000000 Penalty: 5009.864746
	Iteration 167Q: 3 clusters Score -2894074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2894074.000000 Penalty: 5009.864746
	Iteration 168Q: 3 clusters Score -2894074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -2894081.250000 Penalty: 5009.864746
	Iteration 169Q: 3 clusters Score -2894081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -2894092.750000 Penalty: 5009.864746
	Iteration 170Q: 3 clusters Score -2894093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2894094.250000 Penalty: 5009.864746
	Iteration 171Q: 3 clusters Score -2894094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2894096.000000 Penalty: 5009.864746
	Iteration 172Q: 3 clusters Score -2894096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2894098.500000 Penalty: 5009.864746
	Iteration 173Q: 3 clusters Score -2894098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2894099.000000 Penalty: 5009.864746
	Iteration 174Q: 3 clusters Score -2894099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -2894099.250000 Penalty: 5009.864746
	Iteration 175Q: 3 clusters Score -2894099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2894099.000000 Penalty: 5009.864746
	Iteration 176Q: 3 clusters Score -2894099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -2894098.750000 Penalty: 5009.864746
	Iteration 177Q: 3 clusters Score -2894099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -2894098.750000 Penalty: 5009.864746
	Iteration 178F: 3 clusters Score -2894099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Entering Unmasked Estep 
Score: -1687546.000000 Penalty: 2372.120850
	Iteration 0F: 2 clusters Score -1687546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1677103.000000 Penalty: 4744.241699
	Iteration 0F: 3 clusters Score -1677103 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1680260.875000 Penalty: 4744.241699
	Iteration 1F: 3 clusters Score -1680261 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1680601.500000 Penalty: 4744.241699
	Iteration 2F: 3 clusters Score -1680602 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1680846.875000 Penalty: 4744.241699
	Iteration 3Q: 3 clusters Score -1680847 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1681031.125000 Penalty: 4744.241699
	Iteration 4Q: 3 clusters Score -1681031 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1681199.875000 Penalty: 4744.241699
	Iteration 5Q: 3 clusters Score -1681200 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1681372.125000 Penalty: 4744.241699
	Iteration 6Q: 3 clusters Score -1681372 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1681597.125000 Penalty: 4744.241699
	Iteration 7Q: 3 clusters Score -1681597 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1681923.500000 Penalty: 4744.241699
	Iteration 8Q: 3 clusters Score -1681924 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1682418.000000 Penalty: 4744.241699
	Iteration 9F: 3 clusters Score -1682418 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1683029.625000 Penalty: 4744.241699
	Iteration 10F: 3 clusters Score -1683030 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1683724.750000 Penalty: 4744.241699
	Iteration 11F: 3 clusters Score -1683725 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1684358.625000 Penalty: 4744.241699
	Iteration 12Q: 3 clusters Score -1684359 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1684818.375000 Penalty: 4744.241699
	Iteration 13Q: 3 clusters Score -1684818 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1685127.000000 Penalty: 4744.241699
	Iteration 14Q: 3 clusters Score -1685127 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1685296.750000 Penalty: 4744.241699
	Iteration 15Q: 3 clusters Score -1685297 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1685396.125000 Penalty: 4744.241699
	Iteration 16Q: 3 clusters Score -1685396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1685449.625000 Penalty: 4744.241699
	Iteration 17Q: 3 clusters Score -1685450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1685485.000000 Penalty: 4744.241699
	Iteration 18Q: 3 clusters Score -1685485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1685505.125000 Penalty: 4744.241699
	Iteration 19Q: 3 clusters Score -1685505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1685517.625000 Penalty: 4744.241699
	Iteration 20F: 3 clusters Score -1685518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1685535.000000 Penalty: 4744.241699
	Iteration 21Q: 3 clusters Score -1685535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1685545.000000 Penalty: 4744.241699
	Iteration 22Q: 3 clusters Score -1685545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1685555.875000 Penalty: 4744.241699
	Iteration 23Q: 3 clusters Score -1685556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1685564.000000 Penalty: 4744.241699
	Iteration 24Q: 3 clusters Score -1685564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1685570.375000 Penalty: 4744.241699
	Iteration 25Q: 3 clusters Score -1685570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1685576.000000 Penalty: 4744.241699
	Iteration 26Q: 3 clusters Score -1685576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1685588.875000 Penalty: 4744.241699
	Iteration 27Q: 3 clusters Score -1685589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1685597.500000 Penalty: 4744.241699
	Iteration 28Q: 3 clusters Score -1685598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1685604.750000 Penalty: 4744.241699
	Iteration 29Q: 3 clusters Score -1685605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1685615.125000 Penalty: 4744.241699
	Iteration 30Q: 3 clusters Score -1685615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1685621.875000 Penalty: 4744.241699
	Iteration 31Q: 3 clusters Score -1685622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1685625.125000 Penalty: 4744.241699
	Iteration 32Q: 3 clusters Score -1685625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1685631.500000 Penalty: 4744.241699
	Iteration 33Q: 3 clusters Score -1685632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1685633.500000 Penalty: 4744.241699
	Iteration 34Q: 3 clusters Score -1685634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1685637.125000 Penalty: 4744.241699
	Iteration 35Q: 3 clusters Score -1685637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1685639.125000 Penalty: 4744.241699
	Iteration 36Q: 3 clusters Score -1685639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1685639.125000 Penalty: 4744.241699
	Iteration 37F: 3 clusters Score -1685639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Entering Unmasked Estep 
Score: -2435662.000000 Penalty: 2465.564941
	Iteration 0F: 2 clusters Score -2435662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2421115.750000 Penalty: 4931.129883
	Iteration 0F: 3 clusters Score -2421116 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2426243.750000 Penalty: 4931.129883
	Iteration 1F: 3 clusters Score -2426244 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2427010.000000 Penalty: 4931.129883
	Iteration 2F: 3 clusters Score -2427010 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2427699.500000 Penalty: 4931.129883
	Iteration 3F: 3 clusters Score -2427700 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2428461.000000 Penalty: 4931.129883
	Iteration 4F: 3 clusters Score -2428461 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2429381.500000 Penalty: 4931.129883
	Iteration 5F: 3 clusters Score -2429382 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2430485.750000 Penalty: 4931.129883
	Iteration 6F: 3 clusters Score -2430486 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2431624.500000 Penalty: 4931.129883
	Iteration 7F: 3 clusters Score -2431624 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2432533.250000 Penalty: 4931.129883
	Iteration 8F: 3 clusters Score -2432533 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2433119.000000 Penalty: 4931.129883
	Iteration 9Q: 3 clusters Score -2433119 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2433411.000000 Penalty: 4931.129883
	Iteration 10Q: 3 clusters Score -2433411 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2433559.750000 Penalty: 4931.129883
	Iteration 11Q: 3 clusters Score -2433560 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2433663.250000 Penalty: 4931.129883
	Iteration 12Q: 3 clusters Score -2433663 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2433747.500000 Penalty: 4931.129883
	Iteration 13Q: 3 clusters Score -2433748 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2433827.000000 Penalty: 4931.129883
	Iteration 14Q: 3 clusters Score -2433827 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2433891.750000 Penalty: 4931.129883
	Iteration 15Q: 3 clusters Score -2433892 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2433932.000000 Penalty: 4931.129883
	Iteration 16Q: 3 clusters Score -2433932 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2433973.500000 Penalty: 4931.129883
	Iteration 17Q: 3 clusters Score -2433974 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2434008.750000 Penalty: 4931.129883
	Iteration 18Q: 3 clusters Score -2434009 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2434038.500000 Penalty: 4931.129883
	Iteration 19Q: 3 clusters Score -2434038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2434070.750000 Penalty: 4931.129883
	Iteration 20F: 3 clusters Score -2434071 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2434094.500000 Penalty: 4931.129883
	Iteration 21Q: 3 clusters Score -2434094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2434114.250000 Penalty: 4931.129883
	Iteration 22Q: 3 clusters Score -2434114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2434138.750000 Penalty: 4931.129883
	Iteration 23Q: 3 clusters Score -2434139 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2434157.750000 Penalty: 4931.129883
	Iteration 24Q: 3 clusters Score -2434158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2434178.000000 Penalty: 4931.129883
	Iteration 25Q: 3 clusters Score -2434178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2434197.000000 Penalty: 4931.129883
	Iteration 26Q: 3 clusters Score -2434197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2434203.750000 Penalty: 4931.129883
	Iteration 27Q: 3 clusters Score -2434204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2434215.750000 Penalty: 4931.129883
	Iteration 28Q: 3 clusters Score -2434216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2434217.250000 Penalty: 4931.129883
	Iteration 29Q: 3 clusters Score -2434217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2434229.750000 Penalty: 4931.129883
	Iteration 30Q: 3 clusters Score -2434230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2434241.500000 Penalty: 4931.129883
	Iteration 31Q: 3 clusters Score -2434242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2434255.250000 Penalty: 4931.129883
	Iteration 32Q: 3 clusters Score -2434255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2434269.500000 Penalty: 4931.129883
	Iteration 33Q: 3 clusters Score -2434270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2434281.000000 Penalty: 4931.129883
	Iteration 34Q: 3 clusters Score -2434281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2434285.250000 Penalty: 4931.129883
	Iteration 35Q: 3 clusters Score -2434285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2434292.500000 Penalty: 4931.129883
	Iteration 36Q: 3 clusters Score -2434292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2434295.750000 Penalty: 4931.129883
	Iteration 37Q: 3 clusters Score -2434296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2434305.500000 Penalty: 4931.129883
	Iteration 38Q: 3 clusters Score -2434306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2434311.750000 Penalty: 4931.129883
	Iteration 39Q: 3 clusters Score -2434312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2434314.500000 Penalty: 4931.129883
	Iteration 40F: 3 clusters Score -2434314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2434320.250000 Penalty: 4931.129883
	Iteration 41Q: 3 clusters Score -2434320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2434319.750000 Penalty: 4931.129883
	Iteration 42Q: 3 clusters Score -2434320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2434325.250000 Penalty: 4931.129883
	Iteration 43Q: 3 clusters Score -2434325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2434326.000000 Penalty: 4931.129883
	Iteration 44Q: 3 clusters Score -2434326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2434328.750000 Penalty: 4931.129883
	Iteration 45Q: 3 clusters Score -2434329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2434324.500000 Penalty: 4931.129883
	Iteration 46Q: 3 clusters Score -2434324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2434324.500000 Penalty: 4931.129883
	Iteration 47Q: 3 clusters Score -2434324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2434329.250000 Penalty: 4931.129883
	Iteration 48Q: 3 clusters Score -2434329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2434327.250000 Penalty: 4931.129883
	Iteration 49Q: 3 clusters Score -2434327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2434324.000000 Penalty: 4931.129883
	Iteration 50Q: 3 clusters Score -2434324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2434325.500000 Penalty: 4931.129883
	Iteration 51Q: 3 clusters Score -2434326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2434324.250000 Penalty: 4931.129883
	Iteration 52Q: 3 clusters Score -2434324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2434327.000000 Penalty: 4931.129883
	Iteration 53Q: 3 clusters Score -2434327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2434327.500000 Penalty: 4931.129883
	Iteration 54Q: 3 clusters Score -2434328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2434329.750000 Penalty: 4931.129883
	Iteration 55Q: 3 clusters Score -2434330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2434329.750000 Penalty: 4931.129883
	Iteration 56F: 3 clusters Score -2434330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Entering Unmasked Estep 
Score: -2087926.500000 Penalty: 2424.714355
	Iteration 0F: 2 clusters Score -2087926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2075383.875000 Penalty: 4849.428711
	Iteration 0F: 3 clusters Score -2075384 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2079390.625000 Penalty: 4849.428711
	Iteration 1F: 3 clusters Score -2079391 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2079723.250000 Penalty: 4849.428711
	Iteration 2F: 3 clusters Score -2079723 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2079981.125000 Penalty: 4849.428711
	Iteration 3Q: 3 clusters Score -2079981 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2080178.125000 Penalty: 4849.428711
	Iteration 4Q: 3 clusters Score -2080178 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2080331.750000 Penalty: 4849.428711
	Iteration 5Q: 3 clusters Score -2080332 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2080458.375000 Penalty: 4849.428711
	Iteration 6Q: 3 clusters Score -2080458 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2080602.500000 Penalty: 4849.428711
	Iteration 7Q: 3 clusters Score -2080602 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2080763.000000 Penalty: 4849.428711
	Iteration 8Q: 3 clusters Score -2080763 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2080961.625000 Penalty: 4849.428711
	Iteration 9Q: 3 clusters Score -2080962 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2081263.750000 Penalty: 4849.428711
	Iteration 10Q: 3 clusters Score -2081264 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2081630.625000 Penalty: 4849.428711
	Iteration 11Q: 3 clusters Score -2081631 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2082142.500000 Penalty: 4849.428711
	Iteration 12Q: 3 clusters Score -2082142 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2082829.875000 Penalty: 4849.428711
	Iteration 13F: 3 clusters Score -2082830 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2083663.500000 Penalty: 4849.428711
	Iteration 14F: 3 clusters Score -2083664 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2084449.625000 Penalty: 4849.428711
	Iteration 15Q: 3 clusters Score -2084450 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2085048.375000 Penalty: 4849.428711
	Iteration 16Q: 3 clusters Score -2085048 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2085365.625000 Penalty: 4849.428711
	Iteration 17Q: 3 clusters Score -2085366 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2085549.875000 Penalty: 4849.428711
	Iteration 18Q: 3 clusters Score -2085550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2085642.625000 Penalty: 4849.428711
	Iteration 19Q: 3 clusters Score -2085643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2085696.750000 Penalty: 4849.428711
	Iteration 20F: 3 clusters Score -2085697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2085748.000000 Penalty: 4849.428711
	Iteration 21Q: 3 clusters Score -2085748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2085769.875000 Penalty: 4849.428711
	Iteration 22Q: 3 clusters Score -2085770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2085783.500000 Penalty: 4849.428711
	Iteration 23Q: 3 clusters Score -2085784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2085794.875000 Penalty: 4849.428711
	Iteration 24Q: 3 clusters Score -2085795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2085796.875000 Penalty: 4849.428711
	Iteration 25Q: 3 clusters Score -2085797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2085801.500000 Penalty: 4849.428711
	Iteration 26Q: 3 clusters Score -2085802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2085802.625000 Penalty: 4849.428711
	Iteration 27Q: 3 clusters Score -2085803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2085802.625000 Penalty: 4849.428711
	Iteration 28F: 3 clusters Score -2085803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (231491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231491 members 
Entering Unmasked Estep 
Score: -26858122.000000 Penalty: 3063.369385
	Iteration 0F: 2 clusters Score -2.685812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115848 members 
Mstep: Class 2 contains 115643 members 
Entering Unmasked Estep 
Score: -26706778.000000 Penalty: 6126.738770
	Iteration 0F: 3 clusters Score -2.670678e+07 nChanged 111533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118489 members 
Mstep: Class 2 contains 113002 members 
Entering Unmasked Estep 
Score: -26772332.000000 Penalty: 6126.738770
	Iteration 1F: 3 clusters Score -2.677233e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120129 members 
Mstep: Class 2 contains 111362 members 
Entering Unmasked Estep 
Score: -26773246.000000 Penalty: 6126.738770
	Iteration 2Q: 3 clusters Score -2.677325e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122652 members 
Mstep: Class 2 contains 108839 members 
Entering Unmasked Estep 
Score: -26774140.000000 Penalty: 6126.738770
	Iteration 3Q: 3 clusters Score -2.677414e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126459 members 
Mstep: Class 2 contains 105032 members 
Entering Unmasked Estep 
Score: -26775416.000000 Penalty: 6126.738770
	Iteration 4Q: 3 clusters Score -2.677542e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132297 members 
Mstep: Class 2 contains 99194 members 
Entering Unmasked Estep 
Score: -26777748.000000 Penalty: 6126.738770
	Iteration 5Q: 3 clusters Score -2.677775e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141025 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -26781570.000000 Penalty: 6126.738770
	Iteration 6Q: 3 clusters Score -2.678157e+07 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153766 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -26788682.000000 Penalty: 6126.738770
	Iteration 7F: 3 clusters Score -2.678868e+07 nChanged 17054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170766 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -26801620.000000 Penalty: 6126.738770
	Iteration 8F: 3 clusters Score -2.680162e+07 nChanged 19463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190215 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -26818482.000000 Penalty: 6126.738770
	Iteration 9F: 3 clusters Score -2.681848e+07 nChanged 17140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207349 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -26834706.000000 Penalty: 6126.738770
	Iteration 10F: 3 clusters Score -2.683471e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218936 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -26844924.000000 Penalty: 6126.738770
	Iteration 11F: 3 clusters Score -2.684492e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225112 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -26850472.000000 Penalty: 6126.738770
	Iteration 12Q: 3 clusters Score -2.685047e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228140 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -26853054.000000 Penalty: 6126.738770
	Iteration 13Q: 3 clusters Score -2.685305e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229467 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -26854040.000000 Penalty: 6126.738770
	Iteration 14Q: 3 clusters Score -2.685404e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230107 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -26854660.000000 Penalty: 6126.738770
	Iteration 15Q: 3 clusters Score -2.685466e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230426 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -26855002.000000 Penalty: 6126.738770
	Iteration 16Q: 3 clusters Score -2.6855e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230602 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -26855122.000000 Penalty: 6126.738770
	Iteration 17Q: 3 clusters Score -2.685512e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230684 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -26855190.000000 Penalty: 6126.738770
	Iteration 18Q: 3 clusters Score -2.685519e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230754 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -26855314.000000 Penalty: 6126.738770
	Iteration 19Q: 3 clusters Score -2.685531e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230815 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -26855396.000000 Penalty: 6126.738770
	Iteration 20F: 3 clusters Score -2.68554e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230845 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -26855422.000000 Penalty: 6126.738770
	Iteration 21Q: 3 clusters Score -2.685542e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230867 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -26855484.000000 Penalty: 6126.738770
	Iteration 22Q: 3 clusters Score -2.685548e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230881 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -26855518.000000 Penalty: 6126.738770
	Iteration 23Q: 3 clusters Score -2.685552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230889 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -26855534.000000 Penalty: 6126.738770
	Iteration 24Q: 3 clusters Score -2.685553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230895 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -26855548.000000 Penalty: 6126.738770
	Iteration 25Q: 3 clusters Score -2.685555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230897 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -26855544.000000 Penalty: 6126.738770
	Iteration 26Q: 3 clusters Score -2.685554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230897 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -26855548.000000 Penalty: 6126.738770
	Iteration 27Q: 3 clusters Score -2.685555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230899 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -26855548.000000 Penalty: 6126.738770
	Iteration 28Q: 3 clusters Score -2.685555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230898 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -26855550.000000 Penalty: 6126.738770
	Iteration 29Q: 3 clusters Score -2.685555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230899 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -26855554.000000 Penalty: 6126.738770
	Iteration 30Q: 3 clusters Score -2.685555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230899 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -26855554.000000 Penalty: 6126.738770
	Iteration 31F: 3 clusters Score -2.685555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Entering Unmasked Estep 
Score: -6314676.500000 Penalty: 2699.039307
	Iteration 0F: 2 clusters Score -6314676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -6278686.500000 Penalty: 5398.078613
	Iteration 0F: 3 clusters Score -6278686 nChanged 24747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -6292376.500000 Penalty: 5398.078613
	Iteration 1F: 3 clusters Score -6292376 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -6292874.500000 Penalty: 5398.078613
	Iteration 2Q: 3 clusters Score -6292874 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -6293267.000000 Penalty: 5398.078613
	Iteration 3Q: 3 clusters Score -6293267 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -6293573.500000 Penalty: 5398.078613
	Iteration 4Q: 3 clusters Score -6293574 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -6293921.000000 Penalty: 5398.078613
	Iteration 5Q: 3 clusters Score -6293921 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -6294193.000000 Penalty: 5398.078613
	Iteration 6Q: 3 clusters Score -6294193 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -6294543.000000 Penalty: 5398.078613
	Iteration 7Q: 3 clusters Score -6294543 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -6294998.500000 Penalty: 5398.078613
	Iteration 8Q: 3 clusters Score -6294998 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -6295663.000000 Penalty: 5398.078613
	Iteration 9Q: 3 clusters Score -6295663 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -6296638.000000 Penalty: 5398.078613
	Iteration 10Q: 3 clusters Score -6296638 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -6298219.500000 Penalty: 5398.078613
	Iteration 11F: 3 clusters Score -6298220 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -6300552.000000 Penalty: 5398.078613
	Iteration 12F: 3 clusters Score -6300552 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -6303356.500000 Penalty: 5398.078613
	Iteration 13F: 3 clusters Score -6303356 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -6305877.500000 Penalty: 5398.078613
	Iteration 14F: 3 clusters Score -6305878 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -6307557.000000 Penalty: 5398.078613
	Iteration 15Q: 3 clusters Score -6307557 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -6308469.000000 Penalty: 5398.078613
	Iteration 16Q: 3 clusters Score -6308469 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -6309067.000000 Penalty: 5398.078613
	Iteration 17Q: 3 clusters Score -6309067 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -6309499.000000 Penalty: 5398.078613
	Iteration 18Q: 3 clusters Score -6309499 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -6309841.000000 Penalty: 5398.078613
	Iteration 19Q: 3 clusters Score -6309841 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -6310165.000000 Penalty: 5398.078613
	Iteration 20F: 3 clusters Score -6310165 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -6310450.000000 Penalty: 5398.078613
	Iteration 21Q: 3 clusters Score -6310450 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -6310719.000000 Penalty: 5398.078613
	Iteration 22Q: 3 clusters Score -6310719 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -6310929.000000 Penalty: 5398.078613
	Iteration 23Q: 3 clusters Score -6310929 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -6311100.500000 Penalty: 5398.078613
	Iteration 24Q: 3 clusters Score -6311100 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -6311215.000000 Penalty: 5398.078613
	Iteration 25Q: 3 clusters Score -6311215 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -6311336.500000 Penalty: 5398.078613
	Iteration 26Q: 3 clusters Score -6311336 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -6311440.000000 Penalty: 5398.078613
	Iteration 27Q: 3 clusters Score -6311440 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -6311561.000000 Penalty: 5398.078613
	Iteration 28Q: 3 clusters Score -6311561 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -6311642.500000 Penalty: 5398.078613
	Iteration 29Q: 3 clusters Score -6311642 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -6311721.000000 Penalty: 5398.078613
	Iteration 30Q: 3 clusters Score -6311721 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -6311782.000000 Penalty: 5398.078613
	Iteration 31Q: 3 clusters Score -6311782 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -6311869.500000 Penalty: 5398.078613
	Iteration 32Q: 3 clusters Score -6311870 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -6311938.000000 Penalty: 5398.078613
	Iteration 33Q: 3 clusters Score -6311938 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -6311984.500000 Penalty: 5398.078613
	Iteration 34Q: 3 clusters Score -6311984 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -6312002.500000 Penalty: 5398.078613
	Iteration 35Q: 3 clusters Score -6312002 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -6312047.000000 Penalty: 5398.078613
	Iteration 36Q: 3 clusters Score -6312047 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -6312089.500000 Penalty: 5398.078613
	Iteration 37Q: 3 clusters Score -6312090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -6312103.500000 Penalty: 5398.078613
	Iteration 38Q: 3 clusters Score -6312104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -6312135.000000 Penalty: 5398.078613
	Iteration 39Q: 3 clusters Score -6312135 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -6312152.000000 Penalty: 5398.078613
	Iteration 40F: 3 clusters Score -6312152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -6312183.000000 Penalty: 5398.078613
	Iteration 41Q: 3 clusters Score -6312183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -6312207.500000 Penalty: 5398.078613
	Iteration 42Q: 3 clusters Score -6312208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -6312224.000000 Penalty: 5398.078613
	Iteration 43Q: 3 clusters Score -6312224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -6312228.500000 Penalty: 5398.078613
	Iteration 44Q: 3 clusters Score -6312228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -6312254.000000 Penalty: 5398.078613
	Iteration 45Q: 3 clusters Score -6312254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -6312262.000000 Penalty: 5398.078613
	Iteration 46Q: 3 clusters Score -6312262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6312291.500000 Penalty: 5398.078613
	Iteration 47Q: 3 clusters Score -6312292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -6312297.000000 Penalty: 5398.078613
	Iteration 48Q: 3 clusters Score -6312297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -6312306.000000 Penalty: 5398.078613
	Iteration 49Q: 3 clusters Score -6312306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -6312322.000000 Penalty: 5398.078613
	Iteration 50Q: 3 clusters Score -6312322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -6312327.000000 Penalty: 5398.078613
	Iteration 51Q: 3 clusters Score -6312327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -6312342.500000 Penalty: 5398.078613
	Iteration 52Q: 3 clusters Score -6312342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -6312355.000000 Penalty: 5398.078613
	Iteration 53Q: 3 clusters Score -6312355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -6312361.000000 Penalty: 5398.078613
	Iteration 54Q: 3 clusters Score -6312361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -6312379.000000 Penalty: 5398.078613
	Iteration 55Q: 3 clusters Score -6312379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -6312381.500000 Penalty: 5398.078613
	Iteration 56Q: 3 clusters Score -6312382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -6312383.500000 Penalty: 5398.078613
	Iteration 57Q: 3 clusters Score -6312384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -6312392.000000 Penalty: 5398.078613
	Iteration 58Q: 3 clusters Score -6312392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -6312390.500000 Penalty: 5398.078613
	Iteration 59Q: 3 clusters Score -6312390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -6312384.000000 Penalty: 5398.078613
	Iteration 60F: 3 clusters Score -6312384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -6312385.000000 Penalty: 5398.078613
	Iteration 61Q: 3 clusters Score -6312385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -6312383.000000 Penalty: 5398.078613
	Iteration 62Q: 3 clusters Score -6312383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -6312384.000000 Penalty: 5398.078613
	Iteration 63Q: 3 clusters Score -6312384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -6312400.500000 Penalty: 5398.078613
	Iteration 64Q: 3 clusters Score -6312400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -6312405.000000 Penalty: 5398.078613
	Iteration 65Q: 3 clusters Score -6312405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -6312404.500000 Penalty: 5398.078613
	Iteration 66Q: 3 clusters Score -6312404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -6312401.000000 Penalty: 5398.078613
	Iteration 67Q: 3 clusters Score -6312401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -6312409.500000 Penalty: 5398.078613
	Iteration 68Q: 3 clusters Score -6312410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -6312411.500000 Penalty: 5398.078613
	Iteration 69Q: 3 clusters Score -6312412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -6312410.500000 Penalty: 5398.078613
	Iteration 70Q: 3 clusters Score -6312410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -6312413.500000 Penalty: 5398.078613
	Iteration 71Q: 3 clusters Score -6312414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -6312404.500000 Penalty: 5398.078613
	Iteration 72Q: 3 clusters Score -6312404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -6312409.000000 Penalty: 5398.078613
	Iteration 73Q: 3 clusters Score -6312409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -6312408.500000 Penalty: 5398.078613
	Iteration 74Q: 3 clusters Score -6312408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -6312408.500000 Penalty: 5398.078613
	Iteration 75Q: 3 clusters Score -6312408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -6312409.500000 Penalty: 5398.078613
	Iteration 76Q: 3 clusters Score -6312410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -6312418.500000 Penalty: 5398.078613
	Iteration 77Q: 3 clusters Score -6312418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -6312418.500000 Penalty: 5398.078613
	Iteration 78F: 3 clusters Score -6312418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18690 members 
Mstep: Class 5 contains 27924 members 
Mstep: Class 6 contains 38567 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 189459 members 
Mstep: Class 10 contains 24356 members 
Mstep: Class 13 contains 14257 members 
Mstep: Class 14 contains 20781 members 
Mstep: Class 15 contains 17625 members 
Mstep: Class 17 contains 231491 members 
Mstep: Class 19 contains 53275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657936.000000 Penalty: 43162.746094
Iteration 239Q: 14 clusters Score -7.465794e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18750 members 
Mstep: Class 5 contains 27924 members 
Mstep: Class 6 contains 38593 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 188977 members 
Mstep: Class 10 contains 24383 members 
Mstep: Class 13 contains 14235 members 
Mstep: Class 14 contains 20741 members 
Mstep: Class 15 contains 17638 members 
Mstep: Class 17 contains 231924 members 
Mstep: Class 19 contains 53257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658248.000000 Penalty: 43162.746094
Iteration 240F: 14 clusters Score -7.465825e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18815 members 
Mstep: Class 5 contains 27923 members 
Mstep: Class 6 contains 38626 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 188389 members 
Mstep: Class 10 contains 24378 members 
Mstep: Class 13 contains 14224 members 
Mstep: Class 14 contains 20705 members 
Mstep: Class 15 contains 17649 members 
Mstep: Class 17 contains 232489 members 
Mstep: Class 19 contains 53230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658352.000000 Penalty: 43162.746094
Iteration 241Q: 14 clusters Score -7.465835e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18885 members 
Mstep: Class 5 contains 27921 members 
Mstep: Class 6 contains 38659 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 187741 members 
Mstep: Class 10 contains 24371 members 
Mstep: Class 13 contains 14213 members 
Mstep: Class 14 contains 20678 members 
Mstep: Class 15 contains 17655 members 
Mstep: Class 17 contains 233117 members 
Mstep: Class 19 contains 53184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658576.000000 Penalty: 43162.746094
Iteration 242Q: 14 clusters Score -7.465858e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18918 members 
Mstep: Class 5 contains 27922 members 
Mstep: Class 6 contains 38691 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 187075 members 
Mstep: Class 10 contains 24358 members 
Mstep: Class 13 contains 14204 members 
Mstep: Class 14 contains 20664 members 
Mstep: Class 15 contains 17654 members 
Mstep: Class 17 contains 233778 members 
Mstep: Class 19 contains 53153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658680.000000 Penalty: 43162.746094
Iteration 243Q: 14 clusters Score -7.465868e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18940 members 
Mstep: Class 5 contains 27922 members 
Mstep: Class 6 contains 38714 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 186416 members 
Mstep: Class 10 contains 24347 members 
Mstep: Class 13 contains 14201 members 
Mstep: Class 14 contains 20651 members 
Mstep: Class 15 contains 17636 members 
Mstep: Class 17 contains 234462 members 
Mstep: Class 19 contains 53114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658776.000000 Penalty: 43162.746094
Iteration 244Q: 14 clusters Score -7.465878e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18948 members 
Mstep: Class 5 contains 27921 members 
Mstep: Class 6 contains 38744 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 185705 members 
Mstep: Class 10 contains 24346 members 
Mstep: Class 13 contains 14192 members 
Mstep: Class 14 contains 20641 members 
Mstep: Class 15 contains 17624 members 
Mstep: Class 17 contains 235213 members 
Mstep: Class 19 contains 53060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658904.000000 Penalty: 43162.746094
Iteration 245Q: 14 clusters Score -7.46589e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18946 members 
Mstep: Class 5 contains 27919 members 
Mstep: Class 6 contains 38785 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 185020 members 
Mstep: Class 10 contains 24348 members 
Mstep: Class 13 contains 14183 members 
Mstep: Class 14 contains 20630 members 
Mstep: Class 15 contains 17613 members 
Mstep: Class 17 contains 235916 members 
Mstep: Class 19 contains 53025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659088.000000 Penalty: 43162.746094
Iteration 246Q: 14 clusters Score -7.465909e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18939 members 
Mstep: Class 5 contains 27920 members 
Mstep: Class 6 contains 38828 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 184373 members 
Mstep: Class 10 contains 24352 members 
Mstep: Class 13 contains 14172 members 
Mstep: Class 14 contains 20624 members 
Mstep: Class 15 contains 17610 members 
Mstep: Class 17 contains 236582 members 
Mstep: Class 19 contains 52975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659096.000000 Penalty: 43162.746094
Iteration 247Q: 14 clusters Score -7.46591e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18929 members 
Mstep: Class 5 contains 27920 members 
Mstep: Class 6 contains 38872 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 183757 members 
Mstep: Class 10 contains 24345 members 
Mstep: Class 13 contains 14170 members 
Mstep: Class 14 contains 20615 members 
Mstep: Class 15 contains 17604 members 
Mstep: Class 17 contains 237233 members 
Mstep: Class 19 contains 52922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659160.000000 Penalty: 43162.746094
Iteration 248Q: 14 clusters Score -7.465916e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18923 members 
Mstep: Class 5 contains 27924 members 
Mstep: Class 6 contains 38909 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 183139 members 
Mstep: Class 10 contains 24342 members 
Mstep: Class 13 contains 14166 members 
Mstep: Class 14 contains 20615 members 
Mstep: Class 15 contains 17600 members 
Mstep: Class 17 contains 237878 members 
Mstep: Class 19 contains 52875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659160.000000 Penalty: 43162.746094
Iteration 249Q: 14 clusters Score -7.465916e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18911 members 
Mstep: Class 5 contains 27923 members 
Mstep: Class 6 contains 38940 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 182569 members 
Mstep: Class 10 contains 24335 members 
Mstep: Class 13 contains 14164 members 
Mstep: Class 14 contains 20619 members 
Mstep: Class 15 contains 17599 members 
Mstep: Class 17 contains 238488 members 
Mstep: Class 19 contains 52826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659192.000000 Penalty: 43162.746094
Iteration 250Q: 14 clusters Score -7.465919e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18891 members 
Mstep: Class 5 contains 27924 members 
Mstep: Class 6 contains 38958 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 182022 members 
Mstep: Class 10 contains 24330 members 
Mstep: Class 13 contains 14166 members 
Mstep: Class 14 contains 20617 members 
Mstep: Class 15 contains 17590 members 
Mstep: Class 17 contains 239102 members 
Mstep: Class 19 contains 52773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659240.000000 Penalty: 43162.746094
Iteration 251Q: 14 clusters Score -7.465924e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18873 members 
Mstep: Class 5 contains 27922 members 
Mstep: Class 6 contains 38989 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 181479 members 
Mstep: Class 10 contains 24328 members 
Mstep: Class 13 contains 14167 members 
Mstep: Class 14 contains 20615 members 
Mstep: Class 15 contains 17589 members 
Mstep: Class 17 contains 239700 members 
Mstep: Class 19 contains 52707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659216.000000 Penalty: 43162.746094
Iteration 252Q: 14 clusters Score -7.465922e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18842 members 
Mstep: Class 5 contains 27921 members 
Mstep: Class 6 contains 39011 members 
Mstep: Class 7 contains 1406 members 
Mstep: Class 8 contains 181022 members 
Mstep: Class 10 contains 24325 members 
Mstep: Class 13 contains 14163 members 
Mstep: Class 14 contains 20618 members 
Mstep: Class 15 contains 17590 members 
Mstep: Class 17 contains 240269 members 
Mstep: Class 19 contains 52607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659192.000000 Penalty: 43162.746094
Iteration 253Q: 14 clusters Score -7.465919e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18824 members 
Mstep: Class 5 contains 27921 members 
Mstep: Class 6 contains 39031 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 180558 members 
Mstep: Class 10 contains 24318 members 
Mstep: Class 13 contains 14166 members 
Mstep: Class 14 contains 20627 members 
Mstep: Class 15 contains 17593 members 
Mstep: Class 17 contains 240807 members 
Mstep: Class 19 contains 52516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659232.000000 Penalty: 43162.746094
Iteration 254Q: 14 clusters Score -7.465923e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18809 members 
Mstep: Class 5 contains 27924 members 
Mstep: Class 6 contains 39055 members 
Mstep: Class 7 contains 1407 members 
Mstep: Class 8 contains 180132 members 
Mstep: Class 10 contains 24309 members 
Mstep: Class 13 contains 14167 members 
Mstep: Class 14 contains 20643 members 
Mstep: Class 15 contains 17585 members 
Mstep: Class 17 contains 241282 members 
Mstep: Class 19 contains 52451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659256.000000 Penalty: 43162.746094
Iteration 255Q: 14 clusters Score -7.465926e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18793 members 
Mstep: Class 5 contains 27923 members 
Mstep: Class 6 contains 39079 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179713 members 
Mstep: Class 10 contains 24297 members 
Mstep: Class 13 contains 14168 members 
Mstep: Class 14 contains 20659 members 
Mstep: Class 15 contains 17586 members 
Mstep: Class 17 contains 241744 members 
Mstep: Class 19 contains 52391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659176.000000 Penalty: 43162.746094
Iteration 256Q: 14 clusters Score -7.465918e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18762 members 
Mstep: Class 5 contains 27923 members 
Mstep: Class 6 contains 39102 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179385 members 
Mstep: Class 10 contains 24284 members 
Mstep: Class 13 contains 14170 members 
Mstep: Class 14 contains 20675 members 
Mstep: Class 15 contains 17587 members 
Mstep: Class 17 contains 242120 members 
Mstep: Class 19 contains 52338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659224.000000 Penalty: 43162.746094
Iteration 257Q: 14 clusters Score -7.465922e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18745 members 
Mstep: Class 5 contains 27924 members 
Mstep: Class 6 contains 39130 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179074 members 
Mstep: Class 10 contains 24275 members 
Mstep: Class 13 contains 14169 members 
Mstep: Class 14 contains 20694 members 
Mstep: Class 15 contains 17587 members 
Mstep: Class 17 contains 242445 members 
Mstep: Class 19 contains 52297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659208.000000 Penalty: 43162.746094
Iteration 258Q: 14 clusters Score -7.465921e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18720 members 
Mstep: Class 5 contains 27924 members 
Mstep: Class 6 contains 39153 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178828 members 
Mstep: Class 10 contains 24272 members 
Mstep: Class 13 contains 14173 members 
Mstep: Class 14 contains 20707 members 
Mstep: Class 15 contains 17585 members 
Mstep: Class 17 contains 242706 members 
Mstep: Class 19 contains 52264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659168.000000 Penalty: 43162.746094
Iteration 259Q: 14 clusters Score -7.465917e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18699 members 
Mstep: Class 5 contains 27923 members 
Mstep: Class 6 contains 39171 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178649 members 
Mstep: Class 10 contains 24273 members 
Mstep: Class 13 contains 14167 members 
Mstep: Class 14 contains 20722 members 
Mstep: Class 15 contains 17591 members 
Mstep: Class 17 contains 242901 members 
Mstep: Class 19 contains 52228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659296.000000 Penalty: 43162.746094
Iteration 260F: 14 clusters Score -7.46593e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18685 members 
Mstep: Class 5 contains 27924 members 
Mstep: Class 6 contains 39186 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178501 members 
Mstep: Class 10 contains 24271 members 
Mstep: Class 13 contains 14166 members 
Mstep: Class 14 contains 20736 members 
Mstep: Class 15 contains 17590 members 
Mstep: Class 17 contains 243068 members 
Mstep: Class 19 contains 52199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659432.000000 Penalty: 43162.746094
Iteration 261Q: 14 clusters Score -7.465943e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18660 members 
Mstep: Class 5 contains 27922 members 
Mstep: Class 6 contains 39204 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178422 members 
Mstep: Class 10 contains 24273 members 
Mstep: Class 13 contains 14171 members 
Mstep: Class 14 contains 20742 members 
Mstep: Class 15 contains 17583 members 
Mstep: Class 17 contains 243176 members 
Mstep: Class 19 contains 52173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659296.000000 Penalty: 43162.746094
Iteration 262Q: 14 clusters Score -7.46593e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18638 members 
Mstep: Class 5 contains 27923 members 
Mstep: Class 6 contains 39208 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178427 members 
Mstep: Class 10 contains 24265 members 
Mstep: Class 13 contains 14166 members 
Mstep: Class 14 contains 20748 members 
Mstep: Class 15 contains 17578 members 
Mstep: Class 17 contains 243217 members 
Mstep: Class 19 contains 52151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659312.000000 Penalty: 43162.746094
Iteration 263Q: 14 clusters Score -7.465931e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18624 members 
Mstep: Class 5 contains 27923 members 
Mstep: Class 6 contains 39210 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178453 members 
Mstep: Class 10 contains 24261 members 
Mstep: Class 13 contains 14166 members 
Mstep: Class 14 contains 20755 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 17 contains 243213 members 
Mstep: Class 19 contains 52138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659280.000000 Penalty: 43162.746094
Iteration 264Q: 14 clusters Score -7.465928e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18620 members 
Mstep: Class 5 contains 27922 members 
Mstep: Class 6 contains 39207 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178458 members 
Mstep: Class 10 contains 24259 members 
Mstep: Class 13 contains 14172 members 
Mstep: Class 14 contains 20765 members 
Mstep: Class 15 contains 17566 members 
Mstep: Class 17 contains 243212 members 
Mstep: Class 19 contains 52130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659296.000000 Penalty: 43162.746094
Iteration 265Q: 14 clusters Score -7.46593e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18614 members 
Mstep: Class 5 contains 27922 members 
Mstep: Class 6 contains 39208 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178494 members 
Mstep: Class 10 contains 24253 members 
Mstep: Class 13 contains 14173 members 
Mstep: Class 14 contains 20773 members 
Mstep: Class 15 contains 17562 members 
Mstep: Class 17 contains 243195 members 
Mstep: Class 19 contains 52115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659256.000000 Penalty: 43162.746094
Iteration 266Q: 14 clusters Score -7.465926e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18605 members 
Mstep: Class 5 contains 27923 members 
Mstep: Class 6 contains 39202 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178536 members 
Mstep: Class 10 contains 24246 members 
Mstep: Class 13 contains 14173 members 
Mstep: Class 14 contains 20774 members 
Mstep: Class 15 contains 17561 members 
Mstep: Class 17 contains 243180 members 
Mstep: Class 19 contains 52110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659312.000000 Penalty: 43162.746094
Iteration 267Q: 14 clusters Score -7.465931e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18598 members 
Mstep: Class 5 contains 27925 members 
Mstep: Class 6 contains 39201 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178605 members 
Mstep: Class 10 contains 24239 members 
Mstep: Class 13 contains 14173 members 
Mstep: Class 14 contains 20782 members 
Mstep: Class 15 contains 17561 members 
Mstep: Class 17 contains 243120 members 
Mstep: Class 19 contains 52104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659288.000000 Penalty: 43162.746094
Iteration 268Q: 14 clusters Score -7.465929e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18592 members 
Mstep: Class 5 contains 27925 members 
Mstep: Class 6 contains 39200 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178663 members 
Mstep: Class 10 contains 24232 members 
Mstep: Class 13 contains 14177 members 
Mstep: Class 14 contains 20792 members 
Mstep: Class 15 contains 17561 members 
Mstep: Class 17 contains 243065 members 
Mstep: Class 19 contains 52097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659248.000000 Penalty: 43162.746094
Iteration 269Q: 14 clusters Score -7.465925e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18588 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39205 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178732 members 
Mstep: Class 10 contains 24229 members 
Mstep: Class 13 contains 14176 members 
Mstep: Class 14 contains 20804 members 
Mstep: Class 15 contains 17562 members 
Mstep: Class 17 contains 242994 members 
Mstep: Class 19 contains 52086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659160.000000 Penalty: 43162.746094
Iteration 270Q: 14 clusters Score -7.465916e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18587 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 39205 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178802 members 
Mstep: Class 10 contains 24228 members 
Mstep: Class 13 contains 14179 members 
Mstep: Class 14 contains 20808 members 
Mstep: Class 15 contains 17560 members 
Mstep: Class 17 contains 242923 members 
Mstep: Class 19 contains 52085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659176.000000 Penalty: 43162.746094
Iteration 271Q: 14 clusters Score -7.465918e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18583 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39208 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178886 members 
Mstep: Class 10 contains 24227 members 
Mstep: Class 13 contains 14181 members 
Mstep: Class 14 contains 20807 members 
Mstep: Class 15 contains 17559 members 
Mstep: Class 17 contains 242830 members 
Mstep: Class 19 contains 52090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659096.000000 Penalty: 43162.746094
Iteration 272Q: 14 clusters Score -7.46591e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18578 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39208 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 178971 members 
Mstep: Class 10 contains 24226 members 
Mstep: Class 13 contains 14184 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17559 members 
Mstep: Class 17 contains 242747 members 
Mstep: Class 19 contains 52092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659144.000000 Penalty: 43162.746094
Iteration 273Q: 14 clusters Score -7.465914e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18572 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39207 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179058 members 
Mstep: Class 10 contains 24223 members 
Mstep: Class 13 contains 14183 members 
Mstep: Class 14 contains 20807 members 
Mstep: Class 15 contains 17560 members 
Mstep: Class 17 contains 242672 members 
Mstep: Class 19 contains 52089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659136.000000 Penalty: 43162.746094
Iteration 274Q: 14 clusters Score -7.465914e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18568 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39211 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179132 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 13 contains 14182 members 
Mstep: Class 14 contains 20807 members 
Mstep: Class 15 contains 17561 members 
Mstep: Class 17 contains 242602 members 
Mstep: Class 19 contains 52086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659088.000000 Penalty: 43162.746094
Iteration 275Q: 14 clusters Score -7.465909e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18564 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39213 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179201 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 13 contains 14182 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17563 members 
Mstep: Class 17 contains 242539 members 
Mstep: Class 19 contains 52080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659024.000000 Penalty: 43162.746094
Iteration 276Q: 14 clusters Score -7.465902e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18561 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39215 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179268 members 
Mstep: Class 10 contains 24223 members 
Mstep: Class 13 contains 14183 members 
Mstep: Class 14 contains 20806 members 
Mstep: Class 15 contains 17563 members 
Mstep: Class 17 contains 242475 members 
Mstep: Class 19 contains 52075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658976.000000 Penalty: 43162.746094
Iteration 277Q: 14 clusters Score -7.465898e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18556 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39218 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179346 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 13 contains 14182 members 
Mstep: Class 14 contains 20807 members 
Mstep: Class 15 contains 17562 members 
Mstep: Class 17 contains 242400 members 
Mstep: Class 19 contains 52074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659016.000000 Penalty: 43162.746094
Iteration 278Q: 14 clusters Score -7.465902e+07 nChanged 95
Entering ConstructFrom: 
Score: -74659016.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 1 (13751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Entering Unmasked Estep 
Score: -1628396.500000 Penalty: 2363.158936
	Iteration 0F: 2 clusters Score -1628396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1618391.500000 Penalty: 4726.317871
	Iteration 0F: 3 clusters Score -1618392 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1621598.125000 Penalty: 4726.317871
	Iteration 1F: 3 clusters Score -1621598 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1621970.375000 Penalty: 4726.317871
	Iteration 2F: 3 clusters Score -1621970 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1622285.750000 Penalty: 4726.317871
	Iteration 3F: 3 clusters Score -1622286 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1622515.250000 Penalty: 4726.317871
	Iteration 4Q: 3 clusters Score -1622515 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1622719.750000 Penalty: 4726.317871
	Iteration 5Q: 3 clusters Score -1622720 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1622917.750000 Penalty: 4726.317871
	Iteration 6Q: 3 clusters Score -1622918 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1623127.125000 Penalty: 4726.317871
	Iteration 7Q: 3 clusters Score -1623127 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1623380.625000 Penalty: 4726.317871
	Iteration 8Q: 3 clusters Score -1623381 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1623682.375000 Penalty: 4726.317871
	Iteration 9Q: 3 clusters Score -1623682 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1624055.875000 Penalty: 4726.317871
	Iteration 10Q: 3 clusters Score -1624056 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1624424.500000 Penalty: 4726.317871
	Iteration 11Q: 3 clusters Score -1624424 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1624791.500000 Penalty: 4726.317871
	Iteration 12Q: 3 clusters Score -1624792 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1625089.375000 Penalty: 4726.317871
	Iteration 13Q: 3 clusters Score -1625089 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1625312.375000 Penalty: 4726.317871
	Iteration 14Q: 3 clusters Score -1625312 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1625470.000000 Penalty: 4726.317871
	Iteration 15Q: 3 clusters Score -1625470 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1625572.625000 Penalty: 4726.317871
	Iteration 16Q: 3 clusters Score -1625573 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1625652.250000 Penalty: 4726.317871
	Iteration 17Q: 3 clusters Score -1625652 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1625734.750000 Penalty: 4726.317871
	Iteration 18Q: 3 clusters Score -1625735 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1625795.625000 Penalty: 4726.317871
	Iteration 19Q: 3 clusters Score -1625796 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1625861.625000 Penalty: 4726.317871
	Iteration 20F: 3 clusters Score -1625862 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1625920.875000 Penalty: 4726.317871
	Iteration 21Q: 3 clusters Score -1625921 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1625983.375000 Penalty: 4726.317871
	Iteration 22Q: 3 clusters Score -1625983 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1626026.500000 Penalty: 4726.317871
	Iteration 23Q: 3 clusters Score -1626026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1626062.125000 Penalty: 4726.317871
	Iteration 24Q: 3 clusters Score -1626062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1626101.375000 Penalty: 4726.317871
	Iteration 25Q: 3 clusters Score -1626101 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1626131.875000 Penalty: 4726.317871
	Iteration 26Q: 3 clusters Score -1626132 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1626159.000000 Penalty: 4726.317871
	Iteration 27Q: 3 clusters Score -1626159 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1626189.125000 Penalty: 4726.317871
	Iteration 28Q: 3 clusters Score -1626189 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1626220.875000 Penalty: 4726.317871
	Iteration 29Q: 3 clusters Score -1626221 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1626239.375000 Penalty: 4726.317871
	Iteration 30Q: 3 clusters Score -1626239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1626260.750000 Penalty: 4726.317871
	Iteration 31Q: 3 clusters Score -1626261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1626281.250000 Penalty: 4726.317871
	Iteration 32Q: 3 clusters Score -1626281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1626298.000000 Penalty: 4726.317871
	Iteration 33Q: 3 clusters Score -1626298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1626304.625000 Penalty: 4726.317871
	Iteration 34Q: 3 clusters Score -1626305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1626318.250000 Penalty: 4726.317871
	Iteration 35Q: 3 clusters Score -1626318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1626329.875000 Penalty: 4726.317871
	Iteration 36Q: 3 clusters Score -1626330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1626347.500000 Penalty: 4726.317871
	Iteration 37Q: 3 clusters Score -1626348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1626359.000000 Penalty: 4726.317871
	Iteration 38Q: 3 clusters Score -1626359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1626372.375000 Penalty: 4726.317871
	Iteration 39Q: 3 clusters Score -1626372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1626384.500000 Penalty: 4726.317871
	Iteration 40F: 3 clusters Score -1626384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1626390.625000 Penalty: 4726.317871
	Iteration 41Q: 3 clusters Score -1626391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1626402.000000 Penalty: 4726.317871
	Iteration 42Q: 3 clusters Score -1626402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1626403.625000 Penalty: 4726.317871
	Iteration 43Q: 3 clusters Score -1626404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1626408.875000 Penalty: 4726.317871
	Iteration 44Q: 3 clusters Score -1626409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1626411.125000 Penalty: 4726.317871
	Iteration 45Q: 3 clusters Score -1626411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1626419.000000 Penalty: 4726.317871
	Iteration 46Q: 3 clusters Score -1626419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1626424.250000 Penalty: 4726.317871
	Iteration 47Q: 3 clusters Score -1626424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1626428.125000 Penalty: 4726.317871
	Iteration 48Q: 3 clusters Score -1626428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1626427.625000 Penalty: 4726.317871
	Iteration 49Q: 3 clusters Score -1626428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1626431.250000 Penalty: 4726.317871
	Iteration 50Q: 3 clusters Score -1626431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1626432.250000 Penalty: 4726.317871
	Iteration 51Q: 3 clusters Score -1626432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1626435.125000 Penalty: 4726.317871
	Iteration 52Q: 3 clusters Score -1626435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1626436.125000 Penalty: 4726.317871
	Iteration 53Q: 3 clusters Score -1626436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1626435.750000 Penalty: 4726.317871
	Iteration 54Q: 3 clusters Score -1626436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1626435.750000 Penalty: 4726.317871
	Iteration 55F: 3 clusters Score -1626436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -69375.601562 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -69375.6 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 312 members 
Entering Unmasked Estep 
Score: -67719.273438 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -67719.27 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67910.945312 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -67910.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67965.625000 Penalty: 3197.863525
	Iteration 2Q: 3 clusters Score -67965.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67975.585938 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -67975.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67978.218750 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -67978.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67978.218750 Penalty: 3197.863525
	Iteration 5F: 3 clusters Score -67978.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Entering Unmasked Estep 
Score: -2159241.000000 Penalty: 2437.439697
	Iteration 0F: 2 clusters Score -2159241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2146057.750000 Penalty: 4874.879395
	Iteration 0F: 3 clusters Score -2146058 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2150417.000000 Penalty: 4874.879395
	Iteration 1F: 3 clusters Score -2150417 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2150972.250000 Penalty: 4874.879395
	Iteration 2F: 3 clusters Score -2150972 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2151588.250000 Penalty: 4874.879395
	Iteration 3F: 3 clusters Score -2151588 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2152310.750000 Penalty: 4874.879395
	Iteration 4F: 3 clusters Score -2152311 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2153223.000000 Penalty: 4874.879395
	Iteration 5F: 3 clusters Score -2153223 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2154329.750000 Penalty: 4874.879395
	Iteration 6F: 3 clusters Score -2154330 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2155485.750000 Penalty: 4874.879395
	Iteration 7F: 3 clusters Score -2155486 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2156550.000000 Penalty: 4874.879395
	Iteration 8F: 3 clusters Score -2156550 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2157208.750000 Penalty: 4874.879395
	Iteration 9F: 3 clusters Score -2157209 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2157558.500000 Penalty: 4874.879395
	Iteration 10Q: 3 clusters Score -2157558 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2157702.000000 Penalty: 4874.879395
	Iteration 11Q: 3 clusters Score -2157702 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2157768.250000 Penalty: 4874.879395
	Iteration 12Q: 3 clusters Score -2157768 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2157794.500000 Penalty: 4874.879395
	Iteration 13Q: 3 clusters Score -2157794 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2157815.000000 Penalty: 4874.879395
	Iteration 14Q: 3 clusters Score -2157815 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2157830.250000 Penalty: 4874.879395
	Iteration 15Q: 3 clusters Score -2157830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2157839.000000 Penalty: 4874.879395
	Iteration 16Q: 3 clusters Score -2157839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2157844.250000 Penalty: 4874.879395
	Iteration 17Q: 3 clusters Score -2157844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2157850.000000 Penalty: 4874.879395
	Iteration 18Q: 3 clusters Score -2157850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2157864.750000 Penalty: 4874.879395
	Iteration 19Q: 3 clusters Score -2157865 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2157868.000000 Penalty: 4874.879395
	Iteration 20F: 3 clusters Score -2157868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2157874.500000 Penalty: 4874.879395
	Iteration 21Q: 3 clusters Score -2157874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2157886.750000 Penalty: 4874.879395
	Iteration 22Q: 3 clusters Score -2157887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2157889.750000 Penalty: 4874.879395
	Iteration 23Q: 3 clusters Score -2157890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2157888.750000 Penalty: 4874.879395
	Iteration 24Q: 3 clusters Score -2157889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2157900.250000 Penalty: 4874.879395
	Iteration 25Q: 3 clusters Score -2157900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2157902.750000 Penalty: 4874.879395
	Iteration 26Q: 3 clusters Score -2157903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2157909.500000 Penalty: 4874.879395
	Iteration 27Q: 3 clusters Score -2157910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2157916.250000 Penalty: 4874.879395
	Iteration 28Q: 3 clusters Score -2157916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2157914.000000 Penalty: 4874.879395
	Iteration 29Q: 3 clusters Score -2157914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2157914.750000 Penalty: 4874.879395
	Iteration 30Q: 3 clusters Score -2157915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2157921.250000 Penalty: 4874.879395
	Iteration 31Q: 3 clusters Score -2157921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2157925.000000 Penalty: 4874.879395
	Iteration 32Q: 3 clusters Score -2157925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2157925.500000 Penalty: 4874.879395
	Iteration 33Q: 3 clusters Score -2157926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2157924.500000 Penalty: 4874.879395
	Iteration 34Q: 3 clusters Score -2157924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2157924.000000 Penalty: 4874.879395
	Iteration 35Q: 3 clusters Score -2157924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2157926.000000 Penalty: 4874.879395
	Iteration 36Q: 3 clusters Score -2157926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2157923.500000 Penalty: 4874.879395
	Iteration 37Q: 3 clusters Score -2157924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2157929.500000 Penalty: 4874.879395
	Iteration 38Q: 3 clusters Score -2157930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2157929.750000 Penalty: 4874.879395
	Iteration 39Q: 3 clusters Score -2157930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2157929.500000 Penalty: 4874.879395
	Iteration 40F: 3 clusters Score -2157930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2157930.500000 Penalty: 4874.879395
	Iteration 41Q: 3 clusters Score -2157930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2157932.250000 Penalty: 4874.879395
	Iteration 42Q: 3 clusters Score -2157932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2157933.750000 Penalty: 4874.879395
	Iteration 43Q: 3 clusters Score -2157934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2157930.750000 Penalty: 4874.879395
	Iteration 44Q: 3 clusters Score -2157931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2157933.750000 Penalty: 4874.879395
	Iteration 45Q: 3 clusters Score -2157934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2157936.500000 Penalty: 4874.879395
	Iteration 46Q: 3 clusters Score -2157936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2157934.250000 Penalty: 4874.879395
	Iteration 47Q: 3 clusters Score -2157934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2157931.500000 Penalty: 4874.879395
	Iteration 48Q: 3 clusters Score -2157932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2157932.500000 Penalty: 4874.879395
	Iteration 49Q: 3 clusters Score -2157932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2157936.750000 Penalty: 4874.879395
	Iteration 50Q: 3 clusters Score -2157937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2157939.750000 Penalty: 4874.879395
	Iteration 51Q: 3 clusters Score -2157940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2157940.000000 Penalty: 4874.879395
	Iteration 52Q: 3 clusters Score -2157940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2157943.250000 Penalty: 4874.879395
	Iteration 53Q: 3 clusters Score -2157943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2157938.250000 Penalty: 4874.879395
	Iteration 54Q: 3 clusters Score -2157938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2157940.750000 Penalty: 4874.879395
	Iteration 55Q: 3 clusters Score -2157941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2157942.500000 Penalty: 4874.879395
	Iteration 56Q: 3 clusters Score -2157942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2157945.000000 Penalty: 4874.879395
	Iteration 57Q: 3 clusters Score -2157945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2157942.750000 Penalty: 4874.879395
	Iteration 58Q: 3 clusters Score -2157943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2157948.000000 Penalty: 4874.879395
	Iteration 59Q: 3 clusters Score -2157948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2157944.250000 Penalty: 4874.879395
	Iteration 60F: 3 clusters Score -2157944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2157952.500000 Penalty: 4874.879395
	Iteration 61Q: 3 clusters Score -2157952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2157950.250000 Penalty: 4874.879395
	Iteration 62Q: 3 clusters Score -2157950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2157953.750000 Penalty: 4874.879395
	Iteration 63Q: 3 clusters Score -2157954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2157955.750000 Penalty: 4874.879395
	Iteration 64Q: 3 clusters Score -2157956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2157952.750000 Penalty: 4874.879395
	Iteration 65Q: 3 clusters Score -2157953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2157955.000000 Penalty: 4874.879395
	Iteration 66Q: 3 clusters Score -2157955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2157956.000000 Penalty: 4874.879395
	Iteration 67Q: 3 clusters Score -2157956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2157957.750000 Penalty: 4874.879395
	Iteration 68Q: 3 clusters Score -2157958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2157962.250000 Penalty: 4874.879395
	Iteration 69Q: 3 clusters Score -2157962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2157960.500000 Penalty: 4874.879395
	Iteration 70Q: 3 clusters Score -2157960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2157956.250000 Penalty: 4874.879395
	Iteration 71Q: 3 clusters Score -2157956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2157956.250000 Penalty: 4874.879395
	Iteration 72Q: 3 clusters Score -2157956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2157957.250000 Penalty: 4874.879395
	Iteration 73Q: 3 clusters Score -2157957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2157958.250000 Penalty: 4874.879395
	Iteration 74Q: 3 clusters Score -2157958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2157960.750000 Penalty: 4874.879395
	Iteration 75Q: 3 clusters Score -2157961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2157958.000000 Penalty: 4874.879395
	Iteration 76Q: 3 clusters Score -2157958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2157959.500000 Penalty: 4874.879395
	Iteration 77Q: 3 clusters Score -2157960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2157959.500000 Penalty: 4874.879395
	Iteration 78F: 3 clusters Score -2157960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Entering Unmasked Estep 
Score: -3239254.000000 Penalty: 2538.871338
	Iteration 0F: 2 clusters Score -3239254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3219849.750000 Penalty: 5077.742676
	Iteration 0F: 3 clusters Score -3219850 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3226636.750000 Penalty: 5077.742676
	Iteration 1F: 3 clusters Score -3226637 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3227043.250000 Penalty: 5077.742676
	Iteration 2Q: 3 clusters Score -3227043 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3227410.500000 Penalty: 5077.742676
	Iteration 3Q: 3 clusters Score -3227410 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3227707.000000 Penalty: 5077.742676
	Iteration 4Q: 3 clusters Score -3227707 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3228020.250000 Penalty: 5077.742676
	Iteration 5Q: 3 clusters Score -3228020 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3228405.250000 Penalty: 5077.742676
	Iteration 6Q: 3 clusters Score -3228405 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3228860.500000 Penalty: 5077.742676
	Iteration 7Q: 3 clusters Score -3228860 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3229365.250000 Penalty: 5077.742676
	Iteration 8Q: 3 clusters Score -3229365 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3229942.000000 Penalty: 5077.742676
	Iteration 9Q: 3 clusters Score -3229942 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3230645.500000 Penalty: 5077.742676
	Iteration 10Q: 3 clusters Score -3230646 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3231491.750000 Penalty: 5077.742676
	Iteration 11Q: 3 clusters Score -3231492 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3232489.750000 Penalty: 5077.742676
	Iteration 12F: 3 clusters Score -3232490 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3233560.500000 Penalty: 5077.742676
	Iteration 13F: 3 clusters Score -3233560 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3234516.750000 Penalty: 5077.742676
	Iteration 14Q: 3 clusters Score -3234517 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3235274.250000 Penalty: 5077.742676
	Iteration 15Q: 3 clusters Score -3235274 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3235874.750000 Penalty: 5077.742676
	Iteration 16Q: 3 clusters Score -3235875 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3236289.250000 Penalty: 5077.742676
	Iteration 17Q: 3 clusters Score -3236289 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -3236549.250000 Penalty: 5077.742676
	Iteration 18Q: 3 clusters Score -3236549 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3236737.250000 Penalty: 5077.742676
	Iteration 19Q: 3 clusters Score -3236737 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3236839.750000 Penalty: 5077.742676
	Iteration 20F: 3 clusters Score -3236840 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3236901.750000 Penalty: 5077.742676
	Iteration 21Q: 3 clusters Score -3236902 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3236947.000000 Penalty: 5077.742676
	Iteration 22Q: 3 clusters Score -3236947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3236991.500000 Penalty: 5077.742676
	Iteration 23Q: 3 clusters Score -3236992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3237012.750000 Penalty: 5077.742676
	Iteration 24Q: 3 clusters Score -3237013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3237040.500000 Penalty: 5077.742676
	Iteration 25Q: 3 clusters Score -3237040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3237054.500000 Penalty: 5077.742676
	Iteration 26Q: 3 clusters Score -3237054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3237065.250000 Penalty: 5077.742676
	Iteration 27Q: 3 clusters Score -3237065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3237076.750000 Penalty: 5077.742676
	Iteration 28Q: 3 clusters Score -3237077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3237093.750000 Penalty: 5077.742676
	Iteration 29Q: 3 clusters Score -3237094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3237108.250000 Penalty: 5077.742676
	Iteration 30Q: 3 clusters Score -3237108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -3237117.750000 Penalty: 5077.742676
	Iteration 31Q: 3 clusters Score -3237118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3237123.250000 Penalty: 5077.742676
	Iteration 32Q: 3 clusters Score -3237123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -3237130.500000 Penalty: 5077.742676
	Iteration 33Q: 3 clusters Score -3237130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3237140.250000 Penalty: 5077.742676
	Iteration 34Q: 3 clusters Score -3237140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3237144.750000 Penalty: 5077.742676
	Iteration 35Q: 3 clusters Score -3237145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3237153.250000 Penalty: 5077.742676
	Iteration 36Q: 3 clusters Score -3237153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3237171.750000 Penalty: 5077.742676
	Iteration 37Q: 3 clusters Score -3237172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3237180.000000 Penalty: 5077.742676
	Iteration 38Q: 3 clusters Score -3237180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3237186.000000 Penalty: 5077.742676
	Iteration 39Q: 3 clusters Score -3237186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3237187.000000 Penalty: 5077.742676
	Iteration 40F: 3 clusters Score -3237187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3237190.500000 Penalty: 5077.742676
	Iteration 41Q: 3 clusters Score -3237190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3237192.250000 Penalty: 5077.742676
	Iteration 42Q: 3 clusters Score -3237192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3237191.500000 Penalty: 5077.742676
	Iteration 43Q: 3 clusters Score -3237192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3237191.500000 Penalty: 5077.742676
	Iteration 44F: 3 clusters Score -3237192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Entering Unmasked Estep 
Score: -4432237.500000 Penalty: 2623.068848
	Iteration 0F: 2 clusters Score -4432238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -4405701.500000 Penalty: 5246.137695
	Iteration 0F: 3 clusters Score -4405702 nChanged 17825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -4415602.000000 Penalty: 5246.137695
	Iteration 1F: 3 clusters Score -4415602 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -4416134.500000 Penalty: 5246.137695
	Iteration 2Q: 3 clusters Score -4416134 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4416746.500000 Penalty: 5246.137695
	Iteration 3Q: 3 clusters Score -4416746 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4417543.500000 Penalty: 5246.137695
	Iteration 4Q: 3 clusters Score -4417544 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4418673.000000 Penalty: 5246.137695
	Iteration 5Q: 3 clusters Score -4418673 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -4420080.500000 Penalty: 5246.137695
	Iteration 6F: 3 clusters Score -4420080 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -4421687.000000 Penalty: 5246.137695
	Iteration 7F: 3 clusters Score -4421687 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4423596.000000 Penalty: 5246.137695
	Iteration 8F: 3 clusters Score -4423596 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -4425393.500000 Penalty: 5246.137695
	Iteration 9F: 3 clusters Score -4425394 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -4426706.000000 Penalty: 5246.137695
	Iteration 10F: 3 clusters Score -4426706 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -4427468.500000 Penalty: 5246.137695
	Iteration 11Q: 3 clusters Score -4427468 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -4427871.500000 Penalty: 5246.137695
	Iteration 12Q: 3 clusters Score -4427872 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -4428075.000000 Penalty: 5246.137695
	Iteration 13Q: 3 clusters Score -4428075 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -4428183.500000 Penalty: 5246.137695
	Iteration 14Q: 3 clusters Score -4428184 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4428267.000000 Penalty: 5246.137695
	Iteration 15Q: 3 clusters Score -4428267 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -4428314.500000 Penalty: 5246.137695
	Iteration 16Q: 3 clusters Score -4428314 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -4428384.500000 Penalty: 5246.137695
	Iteration 17Q: 3 clusters Score -4428384 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -4428412.500000 Penalty: 5246.137695
	Iteration 18Q: 3 clusters Score -4428412 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -4428467.500000 Penalty: 5246.137695
	Iteration 19Q: 3 clusters Score -4428468 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4428517.500000 Penalty: 5246.137695
	Iteration 20F: 3 clusters Score -4428518 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4428575.000000 Penalty: 5246.137695
	Iteration 21Q: 3 clusters Score -4428575 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4428639.000000 Penalty: 5246.137695
	Iteration 22Q: 3 clusters Score -4428639 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -4428719.500000 Penalty: 5246.137695
	Iteration 23Q: 3 clusters Score -4428720 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4428808.000000 Penalty: 5246.137695
	Iteration 24Q: 3 clusters Score -4428808 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -4428901.500000 Penalty: 5246.137695
	Iteration 25Q: 3 clusters Score -4428902 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4429004.500000 Penalty: 5246.137695
	Iteration 26Q: 3 clusters Score -4429004 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4429145.000000 Penalty: 5246.137695
	Iteration 27Q: 3 clusters Score -4429145 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -4429258.500000 Penalty: 5246.137695
	Iteration 28Q: 3 clusters Score -4429258 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -4429404.000000 Penalty: 5246.137695
	Iteration 29Q: 3 clusters Score -4429404 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -4429559.500000 Penalty: 5246.137695
	Iteration 30Q: 3 clusters Score -4429560 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -4429774.000000 Penalty: 5246.137695
	Iteration 31Q: 3 clusters Score -4429774 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4429975.500000 Penalty: 5246.137695
	Iteration 32Q: 3 clusters Score -4429976 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -4430216.500000 Penalty: 5246.137695
	Iteration 33Q: 3 clusters Score -4430216 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -4430500.500000 Penalty: 5246.137695
	Iteration 34Q: 3 clusters Score -4430500 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -4430830.500000 Penalty: 5246.137695
	Iteration 35Q: 3 clusters Score -4430830 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -4431204.500000 Penalty: 5246.137695
	Iteration 36Q: 3 clusters Score -4431204 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4431443.000000 Penalty: 5246.137695
	Iteration 37Q: 3 clusters Score -4431443 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -4431625.500000 Penalty: 5246.137695
	Iteration 38Q: 3 clusters Score -4431626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -4431841.500000 Penalty: 5246.137695
	Iteration 39Q: 3 clusters Score -4431842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -4432010.500000 Penalty: 5246.137695
	Iteration 40F: 3 clusters Score -4432010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -4432037.000000 Penalty: 5246.137695
	Iteration 41Q: 3 clusters Score -4432037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -4432059.000000 Penalty: 5246.137695
	Iteration 42Q: 3 clusters Score -4432059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -4432064.500000 Penalty: 5246.137695
	Iteration 43Q: 3 clusters Score -4432064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -4432073.000000 Penalty: 5246.137695
	Iteration 44Q: 3 clusters Score -4432073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -4432076.500000 Penalty: 5246.137695
	Iteration 45Q: 3 clusters Score -4432076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -4432082.000000 Penalty: 5246.137695
	Iteration 46Q: 3 clusters Score -4432082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -4432078.000000 Penalty: 5246.137695
	Iteration 47Q: 3 clusters Score -4432078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -4432083.000000 Penalty: 5246.137695
	Iteration 48Q: 3 clusters Score -4432083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -4432086.000000 Penalty: 5246.137695
	Iteration 49Q: 3 clusters Score -4432086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4432084.000000 Penalty: 5246.137695
	Iteration 50Q: 3 clusters Score -4432084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -4432089.500000 Penalty: 5246.137695
	Iteration 51Q: 3 clusters Score -4432090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -4432088.000000 Penalty: 5246.137695
	Iteration 52Q: 3 clusters Score -4432088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -4432087.500000 Penalty: 5246.137695
	Iteration 53Q: 3 clusters Score -4432088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -4432085.000000 Penalty: 5246.137695
	Iteration 54Q: 3 clusters Score -4432085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4432082.500000 Penalty: 5246.137695
	Iteration 55Q: 3 clusters Score -4432082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4432082.500000 Penalty: 5246.137695
	Iteration 56F: 3 clusters Score -4432082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -143368.593750 Penalty: 1797.981567
	Iteration 0F: 2 clusters Score -143368.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -141360.125000 Penalty: 3595.963135
	Iteration 0F: 3 clusters Score -141360.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -142278.296875 Penalty: 3595.963135
	Iteration 1F: 3 clusters Score -142278.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -142573.312500 Penalty: 3595.963135
	Iteration 2F: 3 clusters Score -142573.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -142737.687500 Penalty: 3595.963135
	Iteration 3F: 3 clusters Score -142737.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -142854.546875 Penalty: 3595.963135
	Iteration 4Q: 3 clusters Score -142854.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -142939.156250 Penalty: 3595.963135
	Iteration 5Q: 3 clusters Score -142939.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -143014.062500 Penalty: 3595.963135
	Iteration 6Q: 3 clusters Score -143014.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -143058.875000 Penalty: 3595.963135
	Iteration 7Q: 3 clusters Score -143058.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -143093.171875 Penalty: 3595.963135
	Iteration 8Q: 3 clusters Score -143093.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -143135.640625 Penalty: 3595.963135
	Iteration 9Q: 3 clusters Score -143135.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -143164.296875 Penalty: 3595.963135
	Iteration 10Q: 3 clusters Score -143164.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -143177.875000 Penalty: 3595.963135
	Iteration 11Q: 3 clusters Score -143177.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -143195.937500 Penalty: 3595.963135
	Iteration 12Q: 3 clusters Score -143195.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -143203.906250 Penalty: 3595.963135
	Iteration 13Q: 3 clusters Score -143203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -143209.171875 Penalty: 3595.963135
	Iteration 14Q: 3 clusters Score -143209.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -143210.937500 Penalty: 3595.963135
	Iteration 15Q: 3 clusters Score -143210.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -143215.812500 Penalty: 3595.963135
	Iteration 16Q: 3 clusters Score -143215.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -143223.515625 Penalty: 3595.963135
	Iteration 17Q: 3 clusters Score -143223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -143226.390625 Penalty: 3595.963135
	Iteration 18Q: 3 clusters Score -143226.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -143230.781250 Penalty: 3595.963135
	Iteration 19Q: 3 clusters Score -143230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -143231.984375 Penalty: 3595.963135
	Iteration 20F: 3 clusters Score -143232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (179413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179413 members 
Entering Unmasked Estep 
Score: -20835572.000000 Penalty: 3000.166504
	Iteration 0F: 2 clusters Score -2.083557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -20718290.000000 Penalty: 6000.333008
	Iteration 0F: 3 clusters Score -2.071829e+07 nChanged 86149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 86108 members 
Entering Unmasked Estep 
Score: -20768380.000000 Penalty: 6000.333008
	Iteration 1F: 3 clusters Score -2.076838e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -20769520.000000 Penalty: 6000.333008
	Iteration 2Q: 3 clusters Score -2.076952e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -20771196.000000 Penalty: 6000.333008
	Iteration 3Q: 3 clusters Score -2.07712e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105463 members 
Mstep: Class 2 contains 73950 members 
Entering Unmasked Estep 
Score: -20774258.000000 Penalty: 6000.333008
	Iteration 4Q: 3 clusters Score -2.077426e+07 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114205 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -20779636.000000 Penalty: 6000.333008
	Iteration 5F: 3 clusters Score -2.077964e+07 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126282 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -20788884.000000 Penalty: 6000.333008
	Iteration 6F: 3 clusters Score -2.078888e+07 nChanged 15535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141075 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -20802222.000000 Penalty: 6000.333008
	Iteration 7F: 3 clusters Score -2.080222e+07 nChanged 14802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -20816052.000000 Penalty: 6000.333008
	Iteration 8F: 3 clusters Score -2.081605e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165604 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -20825266.000000 Penalty: 6000.333008
	Iteration 9F: 3 clusters Score -2.082527e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170897 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -20830102.000000 Penalty: 6000.333008
	Iteration 10Q: 3 clusters Score -2.08301e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173292 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -20832130.000000 Penalty: 6000.333008
	Iteration 11Q: 3 clusters Score -2.083213e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174468 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -20832950.000000 Penalty: 6000.333008
	Iteration 12Q: 3 clusters Score -2.083295e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175170 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -20833342.000000 Penalty: 6000.333008
	Iteration 13Q: 3 clusters Score -2.083334e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175594 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -20833594.000000 Penalty: 6000.333008
	Iteration 14Q: 3 clusters Score -2.083359e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175884 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -20833724.000000 Penalty: 6000.333008
	Iteration 15Q: 3 clusters Score -2.083372e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176075 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -20833834.000000 Penalty: 6000.333008
	Iteration 16Q: 3 clusters Score -2.083383e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176227 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -20833882.000000 Penalty: 6000.333008
	Iteration 17Q: 3 clusters Score -2.083388e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176350 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -20833966.000000 Penalty: 6000.333008
	Iteration 18Q: 3 clusters Score -2.083397e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176442 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -20834032.000000 Penalty: 6000.333008
	Iteration 19Q: 3 clusters Score -2.083403e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176521 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -20834070.000000 Penalty: 6000.333008
	Iteration 20F: 3 clusters Score -2.083407e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176589 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -20834092.000000 Penalty: 6000.333008
	Iteration 21Q: 3 clusters Score -2.083409e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176651 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -20834118.000000 Penalty: 6000.333008
	Iteration 22Q: 3 clusters Score -2.083412e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176687 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -20834116.000000 Penalty: 6000.333008
	Iteration 23Q: 3 clusters Score -2.083412e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176724 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -20834146.000000 Penalty: 6000.333008
	Iteration 24Q: 3 clusters Score -2.083415e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176751 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -20834158.000000 Penalty: 6000.333008
	Iteration 25Q: 3 clusters Score -2.083416e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176772 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -20834154.000000 Penalty: 6000.333008
	Iteration 26Q: 3 clusters Score -2.083415e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176788 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -20834154.000000 Penalty: 6000.333008
	Iteration 27Q: 3 clusters Score -2.083415e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176802 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -20834146.000000 Penalty: 6000.333008
	Iteration 28Q: 3 clusters Score -2.083415e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176808 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -20834126.000000 Penalty: 6000.333008
	Iteration 29Q: 3 clusters Score -2.083413e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176822 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -20834148.000000 Penalty: 6000.333008
	Iteration 30Q: 3 clusters Score -2.083415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176827 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -20834176.000000 Penalty: 6000.333008
	Iteration 31Q: 3 clusters Score -2.083418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176836 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -20834152.000000 Penalty: 6000.333008
	Iteration 32Q: 3 clusters Score -2.083415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176840 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -20834158.000000 Penalty: 6000.333008
	Iteration 33Q: 3 clusters Score -2.083416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176848 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -20834168.000000 Penalty: 6000.333008
	Iteration 34Q: 3 clusters Score -2.083417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176851 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -20834162.000000 Penalty: 6000.333008
	Iteration 35Q: 3 clusters Score -2.083416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176851 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -20834140.000000 Penalty: 6000.333008
	Iteration 36Q: 3 clusters Score -2.083414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176850 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -20834140.000000 Penalty: 6000.333008
	Iteration 37Q: 3 clusters Score -2.083414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176849 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -20834152.000000 Penalty: 6000.333008
	Iteration 38Q: 3 clusters Score -2.083415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176851 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -20834146.000000 Penalty: 6000.333008
	Iteration 39Q: 3 clusters Score -2.083415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176853 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -20834146.000000 Penalty: 6000.333008
	Iteration 40F: 3 clusters Score -2.083415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176850 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -20834172.000000 Penalty: 6000.333008
	Iteration 41Q: 3 clusters Score -2.083417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176854 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -20834158.000000 Penalty: 6000.333008
	Iteration 42Q: 3 clusters Score -2.083416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176860 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -20834150.000000 Penalty: 6000.333008
	Iteration 43Q: 3 clusters Score -2.083415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176863 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -20834156.000000 Penalty: 6000.333008
	Iteration 44Q: 3 clusters Score -2.083416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176865 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -20834150.000000 Penalty: 6000.333008
	Iteration 45Q: 3 clusters Score -2.083415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176870 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -20834148.000000 Penalty: 6000.333008
	Iteration 46Q: 3 clusters Score -2.083415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176873 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -20834154.000000 Penalty: 6000.333008
	Iteration 47Q: 3 clusters Score -2.083415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176874 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -20834150.000000 Penalty: 6000.333008
	Iteration 48Q: 3 clusters Score -2.083415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176874 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -20834150.000000 Penalty: 6000.333008
	Iteration 49F: 3 clusters Score -2.083415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Entering Unmasked Estep 
Score: -2880513.000000 Penalty: 2503.574219
	Iteration 0F: 2 clusters Score -2880513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2863755.000000 Penalty: 5007.148438
	Iteration 0F: 3 clusters Score -2863755 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2869541.750000 Penalty: 5007.148438
	Iteration 1F: 3 clusters Score -2869542 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2869913.500000 Penalty: 5007.148438
	Iteration 2Q: 3 clusters Score -2869914 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2870269.000000 Penalty: 5007.148438
	Iteration 3Q: 3 clusters Score -2870269 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2870554.750000 Penalty: 5007.148438
	Iteration 4Q: 3 clusters Score -2870555 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2870907.750000 Penalty: 5007.148438
	Iteration 5Q: 3 clusters Score -2870908 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2871342.000000 Penalty: 5007.148438
	Iteration 6Q: 3 clusters Score -2871342 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2871952.250000 Penalty: 5007.148438
	Iteration 7Q: 3 clusters Score -2871952 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2872836.500000 Penalty: 5007.148438
	Iteration 8F: 3 clusters Score -2872836 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2873960.750000 Penalty: 5007.148438
	Iteration 9F: 3 clusters Score -2873961 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2875308.250000 Penalty: 5007.148438
	Iteration 10F: 3 clusters Score -2875308 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2876491.500000 Penalty: 5007.148438
	Iteration 11F: 3 clusters Score -2876492 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2877229.500000 Penalty: 5007.148438
	Iteration 12Q: 3 clusters Score -2877230 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2877652.250000 Penalty: 5007.148438
	Iteration 13Q: 3 clusters Score -2877652 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2877879.500000 Penalty: 5007.148438
	Iteration 14Q: 3 clusters Score -2877880 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2878031.250000 Penalty: 5007.148438
	Iteration 15Q: 3 clusters Score -2878031 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2878117.750000 Penalty: 5007.148438
	Iteration 16Q: 3 clusters Score -2878118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2878189.250000 Penalty: 5007.148438
	Iteration 17Q: 3 clusters Score -2878189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2878236.750000 Penalty: 5007.148438
	Iteration 18Q: 3 clusters Score -2878237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2878263.250000 Penalty: 5007.148438
	Iteration 19Q: 3 clusters Score -2878263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2878280.250000 Penalty: 5007.148438
	Iteration 20F: 3 clusters Score -2878280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2878294.500000 Penalty: 5007.148438
	Iteration 21Q: 3 clusters Score -2878294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2878305.750000 Penalty: 5007.148438
	Iteration 22Q: 3 clusters Score -2878306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2878308.000000 Penalty: 5007.148438
	Iteration 23Q: 3 clusters Score -2878308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2878307.750000 Penalty: 5007.148438
	Iteration 24Q: 3 clusters Score -2878308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2878307.750000 Penalty: 5007.148438
	Iteration 25F: 3 clusters Score -2878308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Entering Unmasked Estep 
Score: -1679296.375000 Penalty: 2370.865234
	Iteration 0F: 2 clusters Score -1679296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1669063.875000 Penalty: 4741.730469
	Iteration 0F: 3 clusters Score -1669064 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1672323.750000 Penalty: 4741.730469
	Iteration 1F: 3 clusters Score -1672324 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1672702.375000 Penalty: 4741.730469
	Iteration 2F: 3 clusters Score -1672702 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1672973.000000 Penalty: 4741.730469
	Iteration 3Q: 3 clusters Score -1672973 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1673218.750000 Penalty: 4741.730469
	Iteration 4Q: 3 clusters Score -1673219 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1673475.375000 Penalty: 4741.730469
	Iteration 5Q: 3 clusters Score -1673475 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1673716.250000 Penalty: 4741.730469
	Iteration 6Q: 3 clusters Score -1673716 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1673980.375000 Penalty: 4741.730469
	Iteration 7Q: 3 clusters Score -1673980 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1674294.500000 Penalty: 4741.730469
	Iteration 8Q: 3 clusters Score -1674294 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1674669.000000 Penalty: 4741.730469
	Iteration 9Q: 3 clusters Score -1674669 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1675040.625000 Penalty: 4741.730469
	Iteration 10Q: 3 clusters Score -1675041 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1675381.125000 Penalty: 4741.730469
	Iteration 11Q: 3 clusters Score -1675381 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1675665.625000 Penalty: 4741.730469
	Iteration 12Q: 3 clusters Score -1675666 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1675851.250000 Penalty: 4741.730469
	Iteration 13Q: 3 clusters Score -1675851 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1675962.000000 Penalty: 4741.730469
	Iteration 14Q: 3 clusters Score -1675962 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1676056.375000 Penalty: 4741.730469
	Iteration 15Q: 3 clusters Score -1676056 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1676108.250000 Penalty: 4741.730469
	Iteration 16Q: 3 clusters Score -1676108 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1676149.125000 Penalty: 4741.730469
	Iteration 17Q: 3 clusters Score -1676149 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1676180.500000 Penalty: 4741.730469
	Iteration 18Q: 3 clusters Score -1676180 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1676214.500000 Penalty: 4741.730469
	Iteration 19Q: 3 clusters Score -1676214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1676245.250000 Penalty: 4741.730469
	Iteration 20F: 3 clusters Score -1676245 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1676269.375000 Penalty: 4741.730469
	Iteration 21Q: 3 clusters Score -1676269 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1676282.500000 Penalty: 4741.730469
	Iteration 22Q: 3 clusters Score -1676282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1676305.375000 Penalty: 4741.730469
	Iteration 23Q: 3 clusters Score -1676305 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1676318.500000 Penalty: 4741.730469
	Iteration 24Q: 3 clusters Score -1676318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1676330.875000 Penalty: 4741.730469
	Iteration 25Q: 3 clusters Score -1676331 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1676345.750000 Penalty: 4741.730469
	Iteration 26Q: 3 clusters Score -1676346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1676358.000000 Penalty: 4741.730469
	Iteration 27Q: 3 clusters Score -1676358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1676361.750000 Penalty: 4741.730469
	Iteration 28Q: 3 clusters Score -1676362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1676368.875000 Penalty: 4741.730469
	Iteration 29Q: 3 clusters Score -1676369 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1676376.250000 Penalty: 4741.730469
	Iteration 30Q: 3 clusters Score -1676376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1676380.125000 Penalty: 4741.730469
	Iteration 31Q: 3 clusters Score -1676380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1676389.875000 Penalty: 4741.730469
	Iteration 32Q: 3 clusters Score -1676390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1676395.500000 Penalty: 4741.730469
	Iteration 33Q: 3 clusters Score -1676396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1676395.250000 Penalty: 4741.730469
	Iteration 34Q: 3 clusters Score -1676395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1676395.500000 Penalty: 4741.730469
	Iteration 35Q: 3 clusters Score -1676396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1676401.875000 Penalty: 4741.730469
	Iteration 36Q: 3 clusters Score -1676402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1676400.250000 Penalty: 4741.730469
	Iteration 37Q: 3 clusters Score -1676400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1676401.250000 Penalty: 4741.730469
	Iteration 38Q: 3 clusters Score -1676401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1676411.250000 Penalty: 4741.730469
	Iteration 39Q: 3 clusters Score -1676411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1676402.375000 Penalty: 4741.730469
	Iteration 40F: 3 clusters Score -1676402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1676409.375000 Penalty: 4741.730469
	Iteration 41Q: 3 clusters Score -1676409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1676407.375000 Penalty: 4741.730469
	Iteration 42Q: 3 clusters Score -1676407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1676414.500000 Penalty: 4741.730469
	Iteration 43Q: 3 clusters Score -1676414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1676415.000000 Penalty: 4741.730469
	Iteration 44Q: 3 clusters Score -1676415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1676412.875000 Penalty: 4741.730469
	Iteration 45Q: 3 clusters Score -1676413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1676414.625000 Penalty: 4741.730469
	Iteration 46Q: 3 clusters Score -1676415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1676413.625000 Penalty: 4741.730469
	Iteration 47Q: 3 clusters Score -1676414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1676415.875000 Penalty: 4741.730469
	Iteration 48Q: 3 clusters Score -1676416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1676414.875000 Penalty: 4741.730469
	Iteration 49Q: 3 clusters Score -1676415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1676419.750000 Penalty: 4741.730469
	Iteration 50Q: 3 clusters Score -1676420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1676421.125000 Penalty: 4741.730469
	Iteration 51Q: 3 clusters Score -1676421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1676418.375000 Penalty: 4741.730469
	Iteration 52Q: 3 clusters Score -1676418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1676424.000000 Penalty: 4741.730469
	Iteration 53Q: 3 clusters Score -1676424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1676422.500000 Penalty: 4741.730469
	Iteration 54Q: 3 clusters Score -1676422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1676421.125000 Penalty: 4741.730469
	Iteration 55Q: 3 clusters Score -1676421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1676421.125000 Penalty: 4741.730469
	Iteration 56F: 3 clusters Score -1676421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Entering Unmasked Estep 
Score: -2438802.250000 Penalty: 2465.875000
	Iteration 0F: 2 clusters Score -2438802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2424095.000000 Penalty: 4931.750000
	Iteration 0F: 3 clusters Score -2424095 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2429130.500000 Penalty: 4931.750000
	Iteration 1F: 3 clusters Score -2429130 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2429725.250000 Penalty: 4931.750000
	Iteration 2F: 3 clusters Score -2429725 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2430417.250000 Penalty: 4931.750000
	Iteration 3F: 3 clusters Score -2430417 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2431152.000000 Penalty: 4931.750000
	Iteration 4F: 3 clusters Score -2431152 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2432031.000000 Penalty: 4931.750000
	Iteration 5F: 3 clusters Score -2432031 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2433070.500000 Penalty: 4931.750000
	Iteration 6F: 3 clusters Score -2433070 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2434186.000000 Penalty: 4931.750000
	Iteration 7F: 3 clusters Score -2434186 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2435073.500000 Penalty: 4931.750000
	Iteration 8F: 3 clusters Score -2435074 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2435695.250000 Penalty: 4931.750000
	Iteration 9Q: 3 clusters Score -2435695 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2436105.500000 Penalty: 4931.750000
	Iteration 10Q: 3 clusters Score -2436106 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2436351.750000 Penalty: 4931.750000
	Iteration 11Q: 3 clusters Score -2436352 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2436524.750000 Penalty: 4931.750000
	Iteration 12Q: 3 clusters Score -2436525 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2436668.750000 Penalty: 4931.750000
	Iteration 13Q: 3 clusters Score -2436669 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2436787.250000 Penalty: 4931.750000
	Iteration 14Q: 3 clusters Score -2436787 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2436886.750000 Penalty: 4931.750000
	Iteration 15Q: 3 clusters Score -2436887 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2437018.000000 Penalty: 4931.750000
	Iteration 16Q: 3 clusters Score -2437018 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2437110.500000 Penalty: 4931.750000
	Iteration 17Q: 3 clusters Score -2437110 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2437182.000000 Penalty: 4931.750000
	Iteration 18Q: 3 clusters Score -2437182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2437242.750000 Penalty: 4931.750000
	Iteration 19Q: 3 clusters Score -2437243 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2437285.250000 Penalty: 4931.750000
	Iteration 20F: 3 clusters Score -2437285 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2437314.000000 Penalty: 4931.750000
	Iteration 21Q: 3 clusters Score -2437314 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2437345.250000 Penalty: 4931.750000
	Iteration 22Q: 3 clusters Score -2437345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2437358.250000 Penalty: 4931.750000
	Iteration 23Q: 3 clusters Score -2437358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2437395.250000 Penalty: 4931.750000
	Iteration 24Q: 3 clusters Score -2437395 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2437409.500000 Penalty: 4931.750000
	Iteration 25Q: 3 clusters Score -2437410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2437421.500000 Penalty: 4931.750000
	Iteration 26Q: 3 clusters Score -2437422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2437436.250000 Penalty: 4931.750000
	Iteration 27Q: 3 clusters Score -2437436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2437437.250000 Penalty: 4931.750000
	Iteration 28Q: 3 clusters Score -2437437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2437443.000000 Penalty: 4931.750000
	Iteration 29Q: 3 clusters Score -2437443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2437451.750000 Penalty: 4931.750000
	Iteration 30Q: 3 clusters Score -2437452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2437462.000000 Penalty: 4931.750000
	Iteration 31Q: 3 clusters Score -2437462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2437465.750000 Penalty: 4931.750000
	Iteration 32Q: 3 clusters Score -2437466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2437468.500000 Penalty: 4931.750000
	Iteration 33Q: 3 clusters Score -2437468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2437471.000000 Penalty: 4931.750000
	Iteration 34Q: 3 clusters Score -2437471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2437474.000000 Penalty: 4931.750000
	Iteration 35Q: 3 clusters Score -2437474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2437470.750000 Penalty: 4931.750000
	Iteration 36Q: 3 clusters Score -2437471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2437472.250000 Penalty: 4931.750000
	Iteration 37Q: 3 clusters Score -2437472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2437472.250000 Penalty: 4931.750000
	Iteration 38Q: 3 clusters Score -2437472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2437474.250000 Penalty: 4931.750000
	Iteration 39Q: 3 clusters Score -2437474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2437476.500000 Penalty: 4931.750000
	Iteration 40F: 3 clusters Score -2437476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2437481.250000 Penalty: 4931.750000
	Iteration 41Q: 3 clusters Score -2437481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2437480.500000 Penalty: 4931.750000
	Iteration 42Q: 3 clusters Score -2437480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2437482.250000 Penalty: 4931.750000
	Iteration 43Q: 3 clusters Score -2437482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2437485.250000 Penalty: 4931.750000
	Iteration 44Q: 3 clusters Score -2437485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2437485.250000 Penalty: 4931.750000
	Iteration 45F: 3 clusters Score -2437485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Entering Unmasked Estep 
Score: -2080200.500000 Penalty: 2423.798096
	Iteration 0F: 2 clusters Score -2080200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2067784.625000 Penalty: 4847.596191
	Iteration 0F: 3 clusters Score -2067785 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2071804.500000 Penalty: 4847.596191
	Iteration 1F: 3 clusters Score -2071804 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2072211.250000 Penalty: 4847.596191
	Iteration 2F: 3 clusters Score -2072211 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2072581.625000 Penalty: 4847.596191
	Iteration 3Q: 3 clusters Score -2072582 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2072976.375000 Penalty: 4847.596191
	Iteration 4Q: 3 clusters Score -2072976 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2073438.375000 Penalty: 4847.596191
	Iteration 5Q: 3 clusters Score -2073438 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2073923.375000 Penalty: 4847.596191
	Iteration 6Q: 3 clusters Score -2073923 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2074479.625000 Penalty: 4847.596191
	Iteration 7Q: 3 clusters Score -2074480 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2075033.500000 Penalty: 4847.596191
	Iteration 8Q: 3 clusters Score -2075034 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2075580.250000 Penalty: 4847.596191
	Iteration 9Q: 3 clusters Score -2075580 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2076050.500000 Penalty: 4847.596191
	Iteration 10Q: 3 clusters Score -2076050 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2076417.875000 Penalty: 4847.596191
	Iteration 11Q: 3 clusters Score -2076418 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2076663.250000 Penalty: 4847.596191
	Iteration 12Q: 3 clusters Score -2076663 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2076823.000000 Penalty: 4847.596191
	Iteration 13Q: 3 clusters Score -2076823 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2076937.750000 Penalty: 4847.596191
	Iteration 14Q: 3 clusters Score -2076938 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2077018.875000 Penalty: 4847.596191
	Iteration 15Q: 3 clusters Score -2077019 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2077087.250000 Penalty: 4847.596191
	Iteration 16Q: 3 clusters Score -2077087 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2077147.625000 Penalty: 4847.596191
	Iteration 17Q: 3 clusters Score -2077148 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2077207.125000 Penalty: 4847.596191
	Iteration 18Q: 3 clusters Score -2077207 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2077248.000000 Penalty: 4847.596191
	Iteration 19Q: 3 clusters Score -2077248 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2077290.000000 Penalty: 4847.596191
	Iteration 20F: 3 clusters Score -2077290 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2077328.625000 Penalty: 4847.596191
	Iteration 21Q: 3 clusters Score -2077329 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2077370.750000 Penalty: 4847.596191
	Iteration 22Q: 3 clusters Score -2077371 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2077410.250000 Penalty: 4847.596191
	Iteration 23Q: 3 clusters Score -2077410 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2077460.875000 Penalty: 4847.596191
	Iteration 24Q: 3 clusters Score -2077461 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2077508.250000 Penalty: 4847.596191
	Iteration 25Q: 3 clusters Score -2077508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2077543.500000 Penalty: 4847.596191
	Iteration 26Q: 3 clusters Score -2077544 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2077587.625000 Penalty: 4847.596191
	Iteration 27Q: 3 clusters Score -2077588 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2077626.375000 Penalty: 4847.596191
	Iteration 28Q: 3 clusters Score -2077626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2077652.125000 Penalty: 4847.596191
	Iteration 29Q: 3 clusters Score -2077652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2077686.625000 Penalty: 4847.596191
	Iteration 30Q: 3 clusters Score -2077687 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2077710.375000 Penalty: 4847.596191
	Iteration 31Q: 3 clusters Score -2077710 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2077735.500000 Penalty: 4847.596191
	Iteration 32Q: 3 clusters Score -2077736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2077754.000000 Penalty: 4847.596191
	Iteration 33Q: 3 clusters Score -2077754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2077776.625000 Penalty: 4847.596191
	Iteration 34Q: 3 clusters Score -2077777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2077798.500000 Penalty: 4847.596191
	Iteration 35Q: 3 clusters Score -2077798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2077821.250000 Penalty: 4847.596191
	Iteration 36Q: 3 clusters Score -2077821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2077844.125000 Penalty: 4847.596191
	Iteration 37Q: 3 clusters Score -2077844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2077874.625000 Penalty: 4847.596191
	Iteration 38Q: 3 clusters Score -2077875 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2077890.125000 Penalty: 4847.596191
	Iteration 39Q: 3 clusters Score -2077890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2077904.375000 Penalty: 4847.596191
	Iteration 40F: 3 clusters Score -2077904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2077921.250000 Penalty: 4847.596191
	Iteration 41Q: 3 clusters Score -2077921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2077933.125000 Penalty: 4847.596191
	Iteration 42Q: 3 clusters Score -2077933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2077945.000000 Penalty: 4847.596191
	Iteration 43Q: 3 clusters Score -2077945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2077957.250000 Penalty: 4847.596191
	Iteration 44Q: 3 clusters Score -2077957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2077968.375000 Penalty: 4847.596191
	Iteration 45Q: 3 clusters Score -2077968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2077977.500000 Penalty: 4847.596191
	Iteration 46Q: 3 clusters Score -2077978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2077991.500000 Penalty: 4847.596191
	Iteration 47Q: 3 clusters Score -2077992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2078006.250000 Penalty: 4847.596191
	Iteration 48Q: 3 clusters Score -2078006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2078019.750000 Penalty: 4847.596191
	Iteration 49Q: 3 clusters Score -2078020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2078033.625000 Penalty: 4847.596191
	Iteration 50Q: 3 clusters Score -2078034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2078047.750000 Penalty: 4847.596191
	Iteration 51Q: 3 clusters Score -2078048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2078058.500000 Penalty: 4847.596191
	Iteration 52Q: 3 clusters Score -2078058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2078064.125000 Penalty: 4847.596191
	Iteration 53Q: 3 clusters Score -2078064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2078064.250000 Penalty: 4847.596191
	Iteration 54Q: 3 clusters Score -2078064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2078072.375000 Penalty: 4847.596191
	Iteration 55Q: 3 clusters Score -2078072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2078075.500000 Penalty: 4847.596191
	Iteration 56Q: 3 clusters Score -2078076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2078081.125000 Penalty: 4847.596191
	Iteration 57Q: 3 clusters Score -2078081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2078088.625000 Penalty: 4847.596191
	Iteration 58Q: 3 clusters Score -2078089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2078092.250000 Penalty: 4847.596191
	Iteration 59Q: 3 clusters Score -2078092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2078096.500000 Penalty: 4847.596191
	Iteration 60F: 3 clusters Score -2078096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2078102.500000 Penalty: 4847.596191
	Iteration 61Q: 3 clusters Score -2078102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2078102.750000 Penalty: 4847.596191
	Iteration 62Q: 3 clusters Score -2078103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2078105.875000 Penalty: 4847.596191
	Iteration 63Q: 3 clusters Score -2078106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2078113.125000 Penalty: 4847.596191
	Iteration 64Q: 3 clusters Score -2078113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2078114.500000 Penalty: 4847.596191
	Iteration 65Q: 3 clusters Score -2078114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2078119.250000 Penalty: 4847.596191
	Iteration 66Q: 3 clusters Score -2078119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2078122.000000 Penalty: 4847.596191
	Iteration 67Q: 3 clusters Score -2078122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2078121.000000 Penalty: 4847.596191
	Iteration 68Q: 3 clusters Score -2078121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2078123.125000 Penalty: 4847.596191
	Iteration 69Q: 3 clusters Score -2078123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2078123.250000 Penalty: 4847.596191
	Iteration 70Q: 3 clusters Score -2078123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2078125.625000 Penalty: 4847.596191
	Iteration 71Q: 3 clusters Score -2078126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2078125.625000 Penalty: 4847.596191
	Iteration 72F: 3 clusters Score -2078126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (242338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242338 members 
Entering Unmasked Estep 
Score: -28109002.000000 Penalty: 3074.725830
	Iteration 0F: 2 clusters Score -2.8109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121058 members 
Mstep: Class 2 contains 121280 members 
Entering Unmasked Estep 
Score: -27951398.000000 Penalty: 6149.451660
	Iteration 0F: 3 clusters Score -2.79514e+07 nChanged 116983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118391 members 
Mstep: Class 2 contains 123947 members 
Entering Unmasked Estep 
Score: -28021962.000000 Penalty: 6149.451660
	Iteration 1F: 3 clusters Score -2.802196e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116280 members 
Mstep: Class 2 contains 126058 members 
Entering Unmasked Estep 
Score: -28024640.000000 Penalty: 6149.451660
	Iteration 2Q: 3 clusters Score -2.802464e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112824 members 
Mstep: Class 2 contains 129514 members 
Entering Unmasked Estep 
Score: -28028334.000000 Penalty: 6149.451660
	Iteration 3Q: 3 clusters Score -2.802833e+07 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107442 members 
Mstep: Class 2 contains 134896 members 
Entering Unmasked Estep 
Score: -28034350.000000 Penalty: 6149.451660
	Iteration 4F: 3 clusters Score -2.803435e+07 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 142643 members 
Entering Unmasked Estep 
Score: -28043830.000000 Penalty: 6149.451660
	Iteration 5F: 3 clusters Score -2.804383e+07 nChanged 16909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 152264 members 
Entering Unmasked Estep 
Score: -28056682.000000 Penalty: 6149.451660
	Iteration 6F: 3 clusters Score -2.805668e+07 nChanged 17520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 162168 members 
Entering Unmasked Estep 
Score: -28072990.000000 Penalty: 6149.451660
	Iteration 7F: 3 clusters Score -2.807299e+07 nChanged 15098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 169388 members 
Entering Unmasked Estep 
Score: -28086394.000000 Penalty: 6149.451660
	Iteration 8F: 3 clusters Score -2.808639e+07 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 174325 members 
Entering Unmasked Estep 
Score: -28091848.000000 Penalty: 6149.451660
	Iteration 9Q: 3 clusters Score -2.809185e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 178442 members 
Entering Unmasked Estep 
Score: -28094352.000000 Penalty: 6149.451660
	Iteration 10Q: 3 clusters Score -2.809435e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 182353 members 
Entering Unmasked Estep 
Score: -28096078.000000 Penalty: 6149.451660
	Iteration 11Q: 3 clusters Score -2.809608e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 185932 members 
Entering Unmasked Estep 
Score: -28097376.000000 Penalty: 6149.451660
	Iteration 12Q: 3 clusters Score -2.809738e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 189299 members 
Entering Unmasked Estep 
Score: -28098286.000000 Penalty: 6149.451660
	Iteration 13Q: 3 clusters Score -2.809829e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 192571 members 
Entering Unmasked Estep 
Score: -28099292.000000 Penalty: 6149.451660
	Iteration 14Q: 3 clusters Score -2.809929e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 195755 members 
Entering Unmasked Estep 
Score: -28100026.000000 Penalty: 6149.451660
	Iteration 15Q: 3 clusters Score -2.810003e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 198832 members 
Entering Unmasked Estep 
Score: -28100750.000000 Penalty: 6149.451660
	Iteration 16Q: 3 clusters Score -2.810075e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 201808 members 
Entering Unmasked Estep 
Score: -28101274.000000 Penalty: 6149.451660
	Iteration 17Q: 3 clusters Score -2.810127e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 204581 members 
Entering Unmasked Estep 
Score: -28102148.000000 Penalty: 6149.451660
	Iteration 18Q: 3 clusters Score -2.810215e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 207192 members 
Entering Unmasked Estep 
Score: -28102704.000000 Penalty: 6149.451660
	Iteration 19Q: 3 clusters Score -2.81027e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 209629 members 
Entering Unmasked Estep 
Score: -28103256.000000 Penalty: 6149.451660
	Iteration 20F: 3 clusters Score -2.810326e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 211880 members 
Entering Unmasked Estep 
Score: -28103652.000000 Penalty: 6149.451660
	Iteration 21Q: 3 clusters Score -2.810365e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 214001 members 
Entering Unmasked Estep 
Score: -28103948.000000 Penalty: 6149.451660
	Iteration 22Q: 3 clusters Score -2.810395e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 215996 members 
Entering Unmasked Estep 
Score: -28104230.000000 Penalty: 6149.451660
	Iteration 23Q: 3 clusters Score -2.810423e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 217885 members 
Entering Unmasked Estep 
Score: -28104606.000000 Penalty: 6149.451660
	Iteration 24Q: 3 clusters Score -2.810461e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 219588 members 
Entering Unmasked Estep 
Score: -28104940.000000 Penalty: 6149.451660
	Iteration 25Q: 3 clusters Score -2.810494e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 221146 members 
Entering Unmasked Estep 
Score: -28105252.000000 Penalty: 6149.451660
	Iteration 26Q: 3 clusters Score -2.810525e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 222540 members 
Entering Unmasked Estep 
Score: -28105528.000000 Penalty: 6149.451660
	Iteration 27Q: 3 clusters Score -2.810553e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 223797 members 
Entering Unmasked Estep 
Score: -28105690.000000 Penalty: 6149.451660
	Iteration 28Q: 3 clusters Score -2.810569e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 224954 members 
Entering Unmasked Estep 
Score: -28105774.000000 Penalty: 6149.451660
	Iteration 29Q: 3 clusters Score -2.810577e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 226029 members 
Entering Unmasked Estep 
Score: -28105936.000000 Penalty: 6149.451660
	Iteration 30Q: 3 clusters Score -2.810594e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 227067 members 
Entering Unmasked Estep 
Score: -28106108.000000 Penalty: 6149.451660
	Iteration 31Q: 3 clusters Score -2.810611e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 228060 members 
Entering Unmasked Estep 
Score: -28106134.000000 Penalty: 6149.451660
	Iteration 32Q: 3 clusters Score -2.810613e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 228937 members 
Entering Unmasked Estep 
Score: -28106258.000000 Penalty: 6149.451660
	Iteration 33Q: 3 clusters Score -2.810626e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 229739 members 
Entering Unmasked Estep 
Score: -28106308.000000 Penalty: 6149.451660
	Iteration 34Q: 3 clusters Score -2.810631e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 230482 members 
Entering Unmasked Estep 
Score: -28106376.000000 Penalty: 6149.451660
	Iteration 35Q: 3 clusters Score -2.810638e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 231131 members 
Entering Unmasked Estep 
Score: -28106400.000000 Penalty: 6149.451660
	Iteration 36Q: 3 clusters Score -2.81064e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 231690 members 
Entering Unmasked Estep 
Score: -28106460.000000 Penalty: 6149.451660
	Iteration 37Q: 3 clusters Score -2.810646e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 232218 members 
Entering Unmasked Estep 
Score: -28106562.000000 Penalty: 6149.451660
	Iteration 38Q: 3 clusters Score -2.810656e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 232719 members 
Entering Unmasked Estep 
Score: -28106474.000000 Penalty: 6149.451660
	Iteration 39Q: 3 clusters Score -2.810647e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 233229 members 
Entering Unmasked Estep 
Score: -28106512.000000 Penalty: 6149.451660
	Iteration 40F: 3 clusters Score -2.810651e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 233676 members 
Entering Unmasked Estep 
Score: -28106596.000000 Penalty: 6149.451660
	Iteration 41Q: 3 clusters Score -2.81066e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 234075 members 
Entering Unmasked Estep 
Score: -28106636.000000 Penalty: 6149.451660
	Iteration 42Q: 3 clusters Score -2.810664e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 234432 members 
Entering Unmasked Estep 
Score: -28106662.000000 Penalty: 6149.451660
	Iteration 43Q: 3 clusters Score -2.810666e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 234791 members 
Entering Unmasked Estep 
Score: -28106712.000000 Penalty: 6149.451660
	Iteration 44Q: 3 clusters Score -2.810671e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 235107 members 
Entering Unmasked Estep 
Score: -28106732.000000 Penalty: 6149.451660
	Iteration 45Q: 3 clusters Score -2.810673e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 235388 members 
Entering Unmasked Estep 
Score: -28106784.000000 Penalty: 6149.451660
	Iteration 46Q: 3 clusters Score -2.810678e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 235672 members 
Entering Unmasked Estep 
Score: -28106800.000000 Penalty: 6149.451660
	Iteration 47Q: 3 clusters Score -2.81068e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 235935 members 
Entering Unmasked Estep 
Score: -28106806.000000 Penalty: 6149.451660
	Iteration 48Q: 3 clusters Score -2.810681e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 236130 members 
Entering Unmasked Estep 
Score: -28106778.000000 Penalty: 6149.451660
	Iteration 49Q: 3 clusters Score -2.810678e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 236308 members 
Entering Unmasked Estep 
Score: -28106796.000000 Penalty: 6149.451660
	Iteration 50Q: 3 clusters Score -2.81068e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 236480 members 
Entering Unmasked Estep 
Score: -28106780.000000 Penalty: 6149.451660
	Iteration 51Q: 3 clusters Score -2.810678e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 236652 members 
Entering Unmasked Estep 
Score: -28106792.000000 Penalty: 6149.451660
	Iteration 52Q: 3 clusters Score -2.810679e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 236811 members 
Entering Unmasked Estep 
Score: -28106810.000000 Penalty: 6149.451660
	Iteration 53Q: 3 clusters Score -2.810681e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 236985 members 
Entering Unmasked Estep 
Score: -28106804.000000 Penalty: 6149.451660
	Iteration 54Q: 3 clusters Score -2.81068e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 237142 members 
Entering Unmasked Estep 
Score: -28106786.000000 Penalty: 6149.451660
	Iteration 55Q: 3 clusters Score -2.810679e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 237283 members 
Entering Unmasked Estep 
Score: -28106826.000000 Penalty: 6149.451660
	Iteration 56Q: 3 clusters Score -2.810683e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 237423 members 
Entering Unmasked Estep 
Score: -28106822.000000 Penalty: 6149.451660
	Iteration 57Q: 3 clusters Score -2.810682e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 237566 members 
Entering Unmasked Estep 
Score: -28106792.000000 Penalty: 6149.451660
	Iteration 58Q: 3 clusters Score -2.810679e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 237690 members 
Entering Unmasked Estep 
Score: -28106820.000000 Penalty: 6149.451660
	Iteration 59Q: 3 clusters Score -2.810682e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 237807 members 
Entering Unmasked Estep 
Score: -28106774.000000 Penalty: 6149.451660
	Iteration 60F: 3 clusters Score -2.810677e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 237922 members 
Entering Unmasked Estep 
Score: -28106754.000000 Penalty: 6149.451660
	Iteration 61Q: 3 clusters Score -2.810675e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 238028 members 
Entering Unmasked Estep 
Score: -28106756.000000 Penalty: 6149.451660
	Iteration 62Q: 3 clusters Score -2.810676e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 238143 members 
Entering Unmasked Estep 
Score: -28106748.000000 Penalty: 6149.451660
	Iteration 63Q: 3 clusters Score -2.810675e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 238238 members 
Entering Unmasked Estep 
Score: -28106732.000000 Penalty: 6149.451660
	Iteration 64Q: 3 clusters Score -2.810673e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 238318 members 
Entering Unmasked Estep 
Score: -28106764.000000 Penalty: 6149.451660
	Iteration 65Q: 3 clusters Score -2.810676e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 238384 members 
Entering Unmasked Estep 
Score: -28106786.000000 Penalty: 6149.451660
	Iteration 66Q: 3 clusters Score -2.810679e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 238454 members 
Entering Unmasked Estep 
Score: -28106738.000000 Penalty: 6149.451660
	Iteration 67Q: 3 clusters Score -2.810674e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 238515 members 
Entering Unmasked Estep 
Score: -28106738.000000 Penalty: 6149.451660
	Iteration 68Q: 3 clusters Score -2.810674e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 238571 members 
Entering Unmasked Estep 
Score: -28106740.000000 Penalty: 6149.451660
	Iteration 69Q: 3 clusters Score -2.810674e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 238624 members 
Entering Unmasked Estep 
Score: -28106706.000000 Penalty: 6149.451660
	Iteration 70Q: 3 clusters Score -2.810671e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 238686 members 
Entering Unmasked Estep 
Score: -28106724.000000 Penalty: 6149.451660
	Iteration 71Q: 3 clusters Score -2.810672e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 238735 members 
Entering Unmasked Estep 
Score: -28106716.000000 Penalty: 6149.451660
	Iteration 72Q: 3 clusters Score -2.810672e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 238772 members 
Entering Unmasked Estep 
Score: -28106678.000000 Penalty: 6149.451660
	Iteration 73Q: 3 clusters Score -2.810668e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 238808 members 
Entering Unmasked Estep 
Score: -28106676.000000 Penalty: 6149.451660
	Iteration 74Q: 3 clusters Score -2.810668e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 238854 members 
Entering Unmasked Estep 
Score: -28106670.000000 Penalty: 6149.451660
	Iteration 75Q: 3 clusters Score -2.810667e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 238899 members 
Entering Unmasked Estep 
Score: -28106676.000000 Penalty: 6149.451660
	Iteration 76Q: 3 clusters Score -2.810668e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 238945 members 
Entering Unmasked Estep 
Score: -28106644.000000 Penalty: 6149.451660
	Iteration 77Q: 3 clusters Score -2.810664e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 238988 members 
Entering Unmasked Estep 
Score: -28106640.000000 Penalty: 6149.451660
	Iteration 78Q: 3 clusters Score -2.810664e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 239031 members 
Entering Unmasked Estep 
Score: -28106668.000000 Penalty: 6149.451660
	Iteration 79Q: 3 clusters Score -2.810667e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 239069 members 
Entering Unmasked Estep 
Score: -28106698.000000 Penalty: 6149.451660
	Iteration 80F: 3 clusters Score -2.81067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 239102 members 
Entering Unmasked Estep 
Score: -28106674.000000 Penalty: 6149.451660
	Iteration 81Q: 3 clusters Score -2.810667e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 239130 members 
Entering Unmasked Estep 
Score: -28106684.000000 Penalty: 6149.451660
	Iteration 82Q: 3 clusters Score -2.810668e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 239153 members 
Entering Unmasked Estep 
Score: -28106648.000000 Penalty: 6149.451660
	Iteration 83Q: 3 clusters Score -2.810665e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 239182 members 
Entering Unmasked Estep 
Score: -28106638.000000 Penalty: 6149.451660
	Iteration 84Q: 3 clusters Score -2.810664e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 239212 members 
Entering Unmasked Estep 
Score: -28106660.000000 Penalty: 6149.451660
	Iteration 85Q: 3 clusters Score -2.810666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 239240 members 
Entering Unmasked Estep 
Score: -28106652.000000 Penalty: 6149.451660
	Iteration 86Q: 3 clusters Score -2.810665e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 239273 members 
Entering Unmasked Estep 
Score: -28106628.000000 Penalty: 6149.451660
	Iteration 87Q: 3 clusters Score -2.810663e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 239301 members 
Entering Unmasked Estep 
Score: -28106624.000000 Penalty: 6149.451660
	Iteration 88Q: 3 clusters Score -2.810662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 239320 members 
Entering Unmasked Estep 
Score: -28106622.000000 Penalty: 6149.451660
	Iteration 89Q: 3 clusters Score -2.810662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 239341 members 
Entering Unmasked Estep 
Score: -28106620.000000 Penalty: 6149.451660
	Iteration 90Q: 3 clusters Score -2.810662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 239361 members 
Entering Unmasked Estep 
Score: -28106574.000000 Penalty: 6149.451660
	Iteration 91Q: 3 clusters Score -2.810657e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 239382 members 
Entering Unmasked Estep 
Score: -28106614.000000 Penalty: 6149.451660
	Iteration 92Q: 3 clusters Score -2.810661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 239407 members 
Entering Unmasked Estep 
Score: -28106626.000000 Penalty: 6149.451660
	Iteration 93Q: 3 clusters Score -2.810663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 239431 members 
Entering Unmasked Estep 
Score: -28106644.000000 Penalty: 6149.451660
	Iteration 94Q: 3 clusters Score -2.810664e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 239456 members 
Entering Unmasked Estep 
Score: -28106642.000000 Penalty: 6149.451660
	Iteration 95Q: 3 clusters Score -2.810664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 239481 members 
Entering Unmasked Estep 
Score: -28106690.000000 Penalty: 6149.451660
	Iteration 96Q: 3 clusters Score -2.810669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 239496 members 
Entering Unmasked Estep 
Score: -28106708.000000 Penalty: 6149.451660
	Iteration 97Q: 3 clusters Score -2.810671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 239511 members 
Entering Unmasked Estep 
Score: -28106692.000000 Penalty: 6149.451660
	Iteration 98Q: 3 clusters Score -2.810669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 239527 members 
Entering Unmasked Estep 
Score: -28106696.000000 Penalty: 6149.451660
	Iteration 99Q: 3 clusters Score -2.81067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 239541 members 
Entering Unmasked Estep 
Score: -28106710.000000 Penalty: 6149.451660
	Iteration 100F: 3 clusters Score -2.810671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 239558 members 
Entering Unmasked Estep 
Score: -28106730.000000 Penalty: 6149.451660
	Iteration 101Q: 3 clusters Score -2.810673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 239565 members 
Entering Unmasked Estep 
Score: -28106708.000000 Penalty: 6149.451660
	Iteration 102Q: 3 clusters Score -2.810671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 239571 members 
Entering Unmasked Estep 
Score: -28106712.000000 Penalty: 6149.451660
	Iteration 103Q: 3 clusters Score -2.810671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 239577 members 
Entering Unmasked Estep 
Score: -28106706.000000 Penalty: 6149.451660
	Iteration 104Q: 3 clusters Score -2.810671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 239583 members 
Entering Unmasked Estep 
Score: -28106704.000000 Penalty: 6149.451660
	Iteration 105Q: 3 clusters Score -2.81067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 239587 members 
Entering Unmasked Estep 
Score: -28106700.000000 Penalty: 6149.451660
	Iteration 106Q: 3 clusters Score -2.81067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 239592 members 
Entering Unmasked Estep 
Score: -28106700.000000 Penalty: 6149.451660
	Iteration 107Q: 3 clusters Score -2.81067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 239595 members 
Entering Unmasked Estep 
Score: -28106718.000000 Penalty: 6149.451660
	Iteration 108Q: 3 clusters Score -2.810672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 239599 members 
Entering Unmasked Estep 
Score: -28106710.000000 Penalty: 6149.451660
	Iteration 109Q: 3 clusters Score -2.810671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 239602 members 
Entering Unmasked Estep 
Score: -28106716.000000 Penalty: 6149.451660
	Iteration 110Q: 3 clusters Score -2.810672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 239607 members 
Entering Unmasked Estep 
Score: -28106714.000000 Penalty: 6149.451660
	Iteration 111Q: 3 clusters Score -2.810671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 239610 members 
Entering Unmasked Estep 
Score: -28106716.000000 Penalty: 6149.451660
	Iteration 112Q: 3 clusters Score -2.810672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 239610 members 
Entering Unmasked Estep 
Score: -28106716.000000 Penalty: 6149.451660
	Iteration 113Q: 3 clusters Score -2.810672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 239610 members 
Entering Unmasked Estep 
Score: -28106716.000000 Penalty: 6149.451660
	Iteration 114F: 3 clusters Score -2.810672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Entering Unmasked Estep 
Score: -6173002.500000 Penalty: 2693.360596
	Iteration 0F: 2 clusters Score -6173002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -6137919.000000 Penalty: 5386.721191
	Iteration 0F: 3 clusters Score -6137919 nChanged 24116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -6151250.000000 Penalty: 5386.721191
	Iteration 1F: 3 clusters Score -6151250 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -6151757.500000 Penalty: 5386.721191
	Iteration 2Q: 3 clusters Score -6151758 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -6152198.000000 Penalty: 5386.721191
	Iteration 3Q: 3 clusters Score -6152198 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -6152589.000000 Penalty: 5386.721191
	Iteration 4Q: 3 clusters Score -6152589 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -6152993.000000 Penalty: 5386.721191
	Iteration 5Q: 3 clusters Score -6152993 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -6153452.500000 Penalty: 5386.721191
	Iteration 6Q: 3 clusters Score -6153452 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -6154073.500000 Penalty: 5386.721191
	Iteration 7Q: 3 clusters Score -6154074 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -6154961.000000 Penalty: 5386.721191
	Iteration 8Q: 3 clusters Score -6154961 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -6156204.500000 Penalty: 5386.721191
	Iteration 9Q: 3 clusters Score -6156204 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -6158089.000000 Penalty: 5386.721191
	Iteration 10F: 3 clusters Score -6158089 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -6160630.500000 Penalty: 5386.721191
	Iteration 11F: 3 clusters Score -6160630 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -6163290.000000 Penalty: 5386.721191
	Iteration 12F: 3 clusters Score -6163290 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -6164990.000000 Penalty: 5386.721191
	Iteration 13F: 3 clusters Score -6164990 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -6165753.000000 Penalty: 5386.721191
	Iteration 14Q: 3 clusters Score -6165753 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -6166139.500000 Penalty: 5386.721191
	Iteration 15Q: 3 clusters Score -6166140 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -6166404.000000 Penalty: 5386.721191
	Iteration 16Q: 3 clusters Score -6166404 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -6166619.000000 Penalty: 5386.721191
	Iteration 17Q: 3 clusters Score -6166619 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -6166805.500000 Penalty: 5386.721191
	Iteration 18Q: 3 clusters Score -6166806 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -6166962.000000 Penalty: 5386.721191
	Iteration 19Q: 3 clusters Score -6166962 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -6167097.000000 Penalty: 5386.721191
	Iteration 20F: 3 clusters Score -6167097 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -6167210.000000 Penalty: 5386.721191
	Iteration 21Q: 3 clusters Score -6167210 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -6167331.500000 Penalty: 5386.721191
	Iteration 22Q: 3 clusters Score -6167332 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -6167435.000000 Penalty: 5386.721191
	Iteration 23Q: 3 clusters Score -6167435 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -6167537.500000 Penalty: 5386.721191
	Iteration 24Q: 3 clusters Score -6167538 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -6167631.000000 Penalty: 5386.721191
	Iteration 25Q: 3 clusters Score -6167631 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -6167693.000000 Penalty: 5386.721191
	Iteration 26Q: 3 clusters Score -6167693 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -6167775.500000 Penalty: 5386.721191
	Iteration 27Q: 3 clusters Score -6167776 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -6167851.500000 Penalty: 5386.721191
	Iteration 28Q: 3 clusters Score -6167852 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -6167915.500000 Penalty: 5386.721191
	Iteration 29Q: 3 clusters Score -6167916 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -6167962.500000 Penalty: 5386.721191
	Iteration 30Q: 3 clusters Score -6167962 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -6168021.500000 Penalty: 5386.721191
	Iteration 31Q: 3 clusters Score -6168022 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -6168065.500000 Penalty: 5386.721191
	Iteration 32Q: 3 clusters Score -6168066 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -6168117.500000 Penalty: 5386.721191
	Iteration 33Q: 3 clusters Score -6168118 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -6168188.000000 Penalty: 5386.721191
	Iteration 34Q: 3 clusters Score -6168188 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -6168242.500000 Penalty: 5386.721191
	Iteration 35Q: 3 clusters Score -6168242 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -6168295.500000 Penalty: 5386.721191
	Iteration 36Q: 3 clusters Score -6168296 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -6168366.000000 Penalty: 5386.721191
	Iteration 37Q: 3 clusters Score -6168366 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -6168439.000000 Penalty: 5386.721191
	Iteration 38Q: 3 clusters Score -6168439 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -6168514.000000 Penalty: 5386.721191
	Iteration 39Q: 3 clusters Score -6168514 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -6168598.500000 Penalty: 5386.721191
	Iteration 40F: 3 clusters Score -6168598 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -6168666.500000 Penalty: 5386.721191
	Iteration 41Q: 3 clusters Score -6168666 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -6168731.000000 Penalty: 5386.721191
	Iteration 42Q: 3 clusters Score -6168731 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -6168815.500000 Penalty: 5386.721191
	Iteration 43Q: 3 clusters Score -6168816 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -6168903.000000 Penalty: 5386.721191
	Iteration 44Q: 3 clusters Score -6168903 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -6168988.500000 Penalty: 5386.721191
	Iteration 45Q: 3 clusters Score -6168988 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -6169061.000000 Penalty: 5386.721191
	Iteration 46Q: 3 clusters Score -6169061 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -6169143.000000 Penalty: 5386.721191
	Iteration 47Q: 3 clusters Score -6169143 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -6169205.000000 Penalty: 5386.721191
	Iteration 48Q: 3 clusters Score -6169205 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -6169298.500000 Penalty: 5386.721191
	Iteration 49Q: 3 clusters Score -6169298 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -6169409.500000 Penalty: 5386.721191
	Iteration 50Q: 3 clusters Score -6169410 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -6169482.000000 Penalty: 5386.721191
	Iteration 51Q: 3 clusters Score -6169482 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -6169600.500000 Penalty: 5386.721191
	Iteration 52Q: 3 clusters Score -6169600 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -6169659.000000 Penalty: 5386.721191
	Iteration 53Q: 3 clusters Score -6169659 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -6169713.500000 Penalty: 5386.721191
	Iteration 54Q: 3 clusters Score -6169714 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -6169813.500000 Penalty: 5386.721191
	Iteration 55Q: 3 clusters Score -6169814 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -6169851.500000 Penalty: 5386.721191
	Iteration 56Q: 3 clusters Score -6169852 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -6169945.500000 Penalty: 5386.721191
	Iteration 57Q: 3 clusters Score -6169946 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -6170000.500000 Penalty: 5386.721191
	Iteration 58Q: 3 clusters Score -6170000 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -6170044.000000 Penalty: 5386.721191
	Iteration 59Q: 3 clusters Score -6170044 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -6170100.500000 Penalty: 5386.721191
	Iteration 60F: 3 clusters Score -6170100 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -6170160.000000 Penalty: 5386.721191
	Iteration 61Q: 3 clusters Score -6170160 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -6170228.500000 Penalty: 5386.721191
	Iteration 62Q: 3 clusters Score -6170228 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -6170286.500000 Penalty: 5386.721191
	Iteration 63Q: 3 clusters Score -6170286 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -6170338.500000 Penalty: 5386.721191
	Iteration 64Q: 3 clusters Score -6170338 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -6170376.500000 Penalty: 5386.721191
	Iteration 65Q: 3 clusters Score -6170376 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -6170421.000000 Penalty: 5386.721191
	Iteration 66Q: 3 clusters Score -6170421 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -6170431.500000 Penalty: 5386.721191
	Iteration 67Q: 3 clusters Score -6170432 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -6170465.500000 Penalty: 5386.721191
	Iteration 68Q: 3 clusters Score -6170466 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -6170491.500000 Penalty: 5386.721191
	Iteration 69Q: 3 clusters Score -6170492 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -6170500.000000 Penalty: 5386.721191
	Iteration 70Q: 3 clusters Score -6170500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -6170526.000000 Penalty: 5386.721191
	Iteration 71Q: 3 clusters Score -6170526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -6170553.000000 Penalty: 5386.721191
	Iteration 72Q: 3 clusters Score -6170553 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -6170598.500000 Penalty: 5386.721191
	Iteration 73Q: 3 clusters Score -6170598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -6170615.500000 Penalty: 5386.721191
	Iteration 74Q: 3 clusters Score -6170616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -6170639.500000 Penalty: 5386.721191
	Iteration 75Q: 3 clusters Score -6170640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -6170646.500000 Penalty: 5386.721191
	Iteration 76Q: 3 clusters Score -6170646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -6170663.000000 Penalty: 5386.721191
	Iteration 77Q: 3 clusters Score -6170663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -6170667.500000 Penalty: 5386.721191
	Iteration 78Q: 3 clusters Score -6170668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -6170685.000000 Penalty: 5386.721191
	Iteration 79Q: 3 clusters Score -6170685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -6170682.500000 Penalty: 5386.721191
	Iteration 80F: 3 clusters Score -6170682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -6170688.000000 Penalty: 5386.721191
	Iteration 81Q: 3 clusters Score -6170688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -6170707.500000 Penalty: 5386.721191
	Iteration 82Q: 3 clusters Score -6170708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -6170720.500000 Penalty: 5386.721191
	Iteration 83Q: 3 clusters Score -6170720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -6170736.000000 Penalty: 5386.721191
	Iteration 84Q: 3 clusters Score -6170736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -6170731.500000 Penalty: 5386.721191
	Iteration 85Q: 3 clusters Score -6170732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -6170735.000000 Penalty: 5386.721191
	Iteration 86Q: 3 clusters Score -6170735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -6170740.000000 Penalty: 5386.721191
	Iteration 87Q: 3 clusters Score -6170740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -6170741.500000 Penalty: 5386.721191
	Iteration 88Q: 3 clusters Score -6170742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -6170740.000000 Penalty: 5386.721191
	Iteration 89Q: 3 clusters Score -6170740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -6170738.000000 Penalty: 5386.721191
	Iteration 90Q: 3 clusters Score -6170738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -6170734.000000 Penalty: 5386.721191
	Iteration 91Q: 3 clusters Score -6170734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -6170744.000000 Penalty: 5386.721191
	Iteration 92Q: 3 clusters Score -6170744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -6170751.500000 Penalty: 5386.721191
	Iteration 93Q: 3 clusters Score -6170752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -6170754.500000 Penalty: 5386.721191
	Iteration 94Q: 3 clusters Score -6170754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -6170745.000000 Penalty: 5386.721191
	Iteration 95Q: 3 clusters Score -6170745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -6170739.500000 Penalty: 5386.721191
	Iteration 96Q: 3 clusters Score -6170740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -6170731.500000 Penalty: 5386.721191
	Iteration 97Q: 3 clusters Score -6170732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -6170746.000000 Penalty: 5386.721191
	Iteration 98Q: 3 clusters Score -6170746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -6170749.000000 Penalty: 5386.721191
	Iteration 99Q: 3 clusters Score -6170749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -6170740.500000 Penalty: 5386.721191
	Iteration 100F: 3 clusters Score -6170740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -6170742.500000 Penalty: 5386.721191
	Iteration 101Q: 3 clusters Score -6170742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -6170748.500000 Penalty: 5386.721191
	Iteration 102Q: 3 clusters Score -6170748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -6170750.500000 Penalty: 5386.721191
	Iteration 103Q: 3 clusters Score -6170750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -6170755.000000 Penalty: 5386.721191
	Iteration 104Q: 3 clusters Score -6170755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -6170755.000000 Penalty: 5386.721191
	Iteration 105F: 3 clusters Score -6170755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39218 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179413 members 
Mstep: Class 10 contains 24223 members 
Mstep: Class 13 contains 14185 members 
Mstep: Class 14 contains 20807 members 
Mstep: Class 15 contains 17560 members 
Mstep: Class 17 contains 242338 members 
Mstep: Class 19 contains 52069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659104.000000 Penalty: 43162.746094
Iteration 279Q: 14 clusters Score -7.46591e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 5 contains 27929 members 
Mstep: Class 6 contains 39218 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179490 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 13 contains 14187 members 
Mstep: Class 14 contains 20810 members 
Mstep: Class 15 contains 17560 members 
Mstep: Class 17 contains 242263 members 
Mstep: Class 19 contains 52067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659080.000000 Penalty: 43162.746094
Iteration 280F: 14 clusters Score -7.465908e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 5 contains 27929 members 
Mstep: Class 6 contains 39218 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179549 members 
Mstep: Class 10 contains 24221 members 
Mstep: Class 13 contains 14187 members 
Mstep: Class 14 contains 20811 members 
Mstep: Class 15 contains 17562 members 
Mstep: Class 17 contains 242202 members 
Mstep: Class 19 contains 52068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659136.000000 Penalty: 43162.746094
Iteration 281Q: 14 clusters Score -7.465914e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39218 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179604 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 13 contains 14191 members 
Mstep: Class 14 contains 20812 members 
Mstep: Class 15 contains 17560 members 
Mstep: Class 17 contains 242149 members 
Mstep: Class 19 contains 52067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659168.000000 Penalty: 43162.746094
Iteration 282Q: 14 clusters Score -7.465917e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39215 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179657 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 13 contains 14192 members 
Mstep: Class 14 contains 20811 members 
Mstep: Class 15 contains 17559 members 
Mstep: Class 17 contains 242104 members 
Mstep: Class 19 contains 52064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659112.000000 Penalty: 43162.746094
Iteration 283Q: 14 clusters Score -7.465911e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18546 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39211 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179716 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 20811 members 
Mstep: Class 15 contains 17556 members 
Mstep: Class 17 contains 242055 members 
Mstep: Class 19 contains 52062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659104.000000 Penalty: 43162.746094
Iteration 284Q: 14 clusters Score -7.46591e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18546 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39207 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179764 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 20811 members 
Mstep: Class 15 contains 17554 members 
Mstep: Class 17 contains 242010 members 
Mstep: Class 19 contains 52063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659032.000000 Penalty: 43162.746094
Iteration 285Q: 14 clusters Score -7.465903e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39206 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179818 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 20812 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 17 contains 241950 members 
Mstep: Class 19 contains 52065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659080.000000 Penalty: 43162.746094
Iteration 286Q: 14 clusters Score -7.465908e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39200 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179873 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 20813 members 
Mstep: Class 15 contains 17557 members 
Mstep: Class 17 contains 241898 members 
Mstep: Class 19 contains 52065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659080.000000 Penalty: 43162.746094
Iteration 287Q: 14 clusters Score -7.465908e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 39198 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179931 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 20813 members 
Mstep: Class 15 contains 17557 members 
Mstep: Class 17 contains 241841 members 
Mstep: Class 19 contains 52066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659048.000000 Penalty: 43162.746094
Iteration 288Q: 14 clusters Score -7.465905e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 39198 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 179979 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 20812 members 
Mstep: Class 15 contains 17557 members 
Mstep: Class 17 contains 241795 members 
Mstep: Class 19 contains 52066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659024.000000 Penalty: 43162.746094
Iteration 289Q: 14 clusters Score -7.465902e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 39196 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180018 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 20813 members 
Mstep: Class 15 contains 17557 members 
Mstep: Class 17 contains 241757 members 
Mstep: Class 19 contains 52065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659008.000000 Penalty: 43162.746094
Iteration 290Q: 14 clusters Score -7.465901e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 39197 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180046 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 13 contains 14192 members 
Mstep: Class 14 contains 20814 members 
Mstep: Class 15 contains 17557 members 
Mstep: Class 17 contains 241726 members 
Mstep: Class 19 contains 52066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658960.000000 Penalty: 43162.746094
Iteration 291Q: 14 clusters Score -7.465896e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 39198 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180075 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 20814 members 
Mstep: Class 15 contains 17556 members 
Mstep: Class 17 contains 241694 members 
Mstep: Class 19 contains 52067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658952.000000 Penalty: 43162.746094
Iteration 292Q: 14 clusters Score -7.465895e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 39197 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180089 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 20814 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 17 contains 241681 members 
Mstep: Class 19 contains 52069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658928.000000 Penalty: 43162.746094
Iteration 293Q: 14 clusters Score -7.465893e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 39197 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180109 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14193 members 
Mstep: Class 14 contains 20814 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 17 contains 241661 members 
Mstep: Class 19 contains 52070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658920.000000 Penalty: 43162.746094
Iteration 294Q: 14 clusters Score -7.465892e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 39197 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180134 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20815 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 17 contains 241636 members 
Mstep: Class 19 contains 52068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658920.000000 Penalty: 43162.746094
Iteration 295Q: 14 clusters Score -7.465892e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 39197 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180156 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 13 contains 14196 members 
Mstep: Class 14 contains 20815 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 17 contains 241613 members 
Mstep: Class 19 contains 52068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74659000.000000 Penalty: 43162.746094
Iteration 296Q: 14 clusters Score -7.4659e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 39197 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180183 members 
Mstep: Class 10 contains 24217 members 
Mstep: Class 13 contains 14196 members 
Mstep: Class 14 contains 20815 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 17 contains 241588 members 
Mstep: Class 19 contains 52066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658928.000000 Penalty: 43162.746094
Iteration 297Q: 14 clusters Score -7.465893e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 39197 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180203 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 13 contains 14197 members 
Mstep: Class 14 contains 20815 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 17 contains 241564 members 
Mstep: Class 19 contains 52067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658896.000000 Penalty: 43162.746094
Iteration 298Q: 14 clusters Score -7.46589e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39196 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180225 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 13 contains 14198 members 
Mstep: Class 14 contains 20815 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 17 contains 241540 members 
Mstep: Class 19 contains 52068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658912.000000 Penalty: 43162.746094
Iteration 299Q: 14 clusters Score -7.465891e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39196 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180249 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 13 contains 14199 members 
Mstep: Class 14 contains 20817 members 
Mstep: Class 15 contains 17554 members 
Mstep: Class 17 contains 241514 members 
Mstep: Class 19 contains 52067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658912.000000 Penalty: 43162.746094
Iteration 300F: 14 clusters Score -7.465891e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39196 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180278 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14200 members 
Mstep: Class 14 contains 20817 members 
Mstep: Class 15 contains 17554 members 
Mstep: Class 17 contains 241483 members 
Mstep: Class 19 contains 52067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658928.000000 Penalty: 43162.746094
Iteration 301Q: 14 clusters Score -7.465893e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39196 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180304 members 
Mstep: Class 10 contains 24221 members 
Mstep: Class 13 contains 14200 members 
Mstep: Class 14 contains 20818 members 
Mstep: Class 15 contains 17554 members 
Mstep: Class 17 contains 241453 members 
Mstep: Class 19 contains 52068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658928.000000 Penalty: 43162.746094
Iteration 302Q: 14 clusters Score -7.465893e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39196 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180339 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14200 members 
Mstep: Class 14 contains 20816 members 
Mstep: Class 15 contains 17553 members 
Mstep: Class 17 contains 241422 members 
Mstep: Class 19 contains 52070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658944.000000 Penalty: 43162.746094
Iteration 303Q: 14 clusters Score -7.465894e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39194 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180365 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 13 contains 14199 members 
Mstep: Class 14 contains 20816 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 17 contains 241398 members 
Mstep: Class 19 contains 52070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658952.000000 Penalty: 43162.746094
Iteration 304Q: 14 clusters Score -7.465895e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39193 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180390 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 13 contains 14200 members 
Mstep: Class 14 contains 20815 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 17 contains 241374 members 
Mstep: Class 19 contains 52070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658984.000000 Penalty: 43162.746094
Iteration 305Q: 14 clusters Score -7.465898e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39192 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180408 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 13 contains 14202 members 
Mstep: Class 14 contains 20814 members 
Mstep: Class 15 contains 17549 members 
Mstep: Class 17 contains 241360 members 
Mstep: Class 19 contains 52069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658952.000000 Penalty: 43162.746094
Iteration 306Q: 14 clusters Score -7.465895e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39192 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180429 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 13 contains 14202 members 
Mstep: Class 14 contains 20814 members 
Mstep: Class 15 contains 17550 members 
Mstep: Class 17 contains 241338 members 
Mstep: Class 19 contains 52069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658944.000000 Penalty: 43162.746094
Iteration 307Q: 14 clusters Score -7.465894e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27927 members 
Mstep: Class 6 contains 39192 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180452 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 13 contains 14201 members 
Mstep: Class 14 contains 20811 members 
Mstep: Class 15 contains 17552 members 
Mstep: Class 17 contains 241316 members 
Mstep: Class 19 contains 52070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658928.000000 Penalty: 43162.746094
Iteration 308Q: 14 clusters Score -7.465893e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39192 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180477 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 13 contains 14199 members 
Mstep: Class 14 contains 20809 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 17 contains 241293 members 
Mstep: Class 19 contains 52072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658872.000000 Penalty: 43162.746094
Iteration 309Q: 14 clusters Score -7.465887e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39192 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180496 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 13 contains 14200 members 
Mstep: Class 14 contains 20810 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 17 contains 241272 members 
Mstep: Class 19 contains 52072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658840.000000 Penalty: 43162.746094
Iteration 310Q: 14 clusters Score -7.465884e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39193 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180523 members 
Mstep: Class 10 contains 24222 members 
Mstep: Class 13 contains 14198 members 
Mstep: Class 14 contains 20810 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 17 contains 241244 members 
Mstep: Class 19 contains 52074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658888.000000 Penalty: 43162.746094
Iteration 311Q: 14 clusters Score -7.465889e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18546 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39193 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180546 members 
Mstep: Class 10 contains 24221 members 
Mstep: Class 13 contains 14199 members 
Mstep: Class 14 contains 20809 members 
Mstep: Class 15 contains 17549 members 
Mstep: Class 17 contains 241223 members 
Mstep: Class 19 contains 52076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658896.000000 Penalty: 43162.746094
Iteration 312Q: 14 clusters Score -7.46589e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18545 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39192 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180577 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14199 members 
Mstep: Class 14 contains 20809 members 
Mstep: Class 15 contains 17546 members 
Mstep: Class 17 contains 241198 members 
Mstep: Class 19 contains 52076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658856.000000 Penalty: 43162.746094
Iteration 313Q: 14 clusters Score -7.465886e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18545 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39193 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180607 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 13 contains 14198 members 
Mstep: Class 14 contains 20810 members 
Mstep: Class 15 contains 17546 members 
Mstep: Class 17 contains 241169 members 
Mstep: Class 19 contains 52075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658864.000000 Penalty: 43162.746094
Iteration 314Q: 14 clusters Score -7.465886e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18546 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39193 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180630 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14198 members 
Mstep: Class 14 contains 20809 members 
Mstep: Class 15 contains 17546 members 
Mstep: Class 17 contains 241145 members 
Mstep: Class 19 contains 52077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658784.000000 Penalty: 43162.746094
Iteration 315Q: 14 clusters Score -7.465878e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39193 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180656 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14198 members 
Mstep: Class 14 contains 20808 members 
Mstep: Class 15 contains 17546 members 
Mstep: Class 17 contains 241121 members 
Mstep: Class 19 contains 52075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658824.000000 Penalty: 43162.746094
Iteration 316Q: 14 clusters Score -7.465882e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39192 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180671 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14198 members 
Mstep: Class 14 contains 20807 members 
Mstep: Class 15 contains 17546 members 
Mstep: Class 17 contains 241106 members 
Mstep: Class 19 contains 52076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658824.000000 Penalty: 43162.746094
Iteration 317Q: 14 clusters Score -7.465882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39192 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180682 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14198 members 
Mstep: Class 14 contains 20807 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241097 members 
Mstep: Class 19 contains 52076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658736.000000 Penalty: 43162.746094
Iteration 318Q: 14 clusters Score -7.465874e+07 nChanged 9
Entering ConstructFrom: 
Score: -74658736.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 1 (13755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Entering Unmasked Estep 
Score: -1628860.250000 Penalty: 2363.231201
	Iteration 0F: 2 clusters Score -1628860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1618793.125000 Penalty: 4726.462402
	Iteration 0F: 3 clusters Score -1618793 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1621994.125000 Penalty: 4726.462402
	Iteration 1F: 3 clusters Score -1621994 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1622287.500000 Penalty: 4726.462402
	Iteration 2F: 3 clusters Score -1622288 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1622480.875000 Penalty: 4726.462402
	Iteration 3Q: 3 clusters Score -1622481 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1622633.875000 Penalty: 4726.462402
	Iteration 4Q: 3 clusters Score -1622634 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1622778.375000 Penalty: 4726.462402
	Iteration 5Q: 3 clusters Score -1622778 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1622914.875000 Penalty: 4726.462402
	Iteration 6Q: 3 clusters Score -1622915 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1623068.750000 Penalty: 4726.462402
	Iteration 7Q: 3 clusters Score -1623069 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1623233.000000 Penalty: 4726.462402
	Iteration 8Q: 3 clusters Score -1623233 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1623428.750000 Penalty: 4726.462402
	Iteration 9Q: 3 clusters Score -1623429 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1623652.750000 Penalty: 4726.462402
	Iteration 10Q: 3 clusters Score -1623653 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1623937.625000 Penalty: 4726.462402
	Iteration 11Q: 3 clusters Score -1623938 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1624293.625000 Penalty: 4726.462402
	Iteration 12Q: 3 clusters Score -1624294 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1624685.625000 Penalty: 4726.462402
	Iteration 13Q: 3 clusters Score -1624686 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1625140.125000 Penalty: 4726.462402
	Iteration 14Q: 3 clusters Score -1625140 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1625573.500000 Penalty: 4726.462402
	Iteration 15Q: 3 clusters Score -1625574 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1625929.125000 Penalty: 4726.462402
	Iteration 16Q: 3 clusters Score -1625929 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1626190.750000 Penalty: 4726.462402
	Iteration 17Q: 3 clusters Score -1626191 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1626367.000000 Penalty: 4726.462402
	Iteration 18Q: 3 clusters Score -1626367 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1626504.000000 Penalty: 4726.462402
	Iteration 19Q: 3 clusters Score -1626504 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1626587.875000 Penalty: 4726.462402
	Iteration 20F: 3 clusters Score -1626588 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1626662.625000 Penalty: 4726.462402
	Iteration 21Q: 3 clusters Score -1626663 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1626714.500000 Penalty: 4726.462402
	Iteration 22Q: 3 clusters Score -1626714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1626734.500000 Penalty: 4726.462402
	Iteration 23Q: 3 clusters Score -1626734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1626759.125000 Penalty: 4726.462402
	Iteration 24Q: 3 clusters Score -1626759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1626773.750000 Penalty: 4726.462402
	Iteration 25Q: 3 clusters Score -1626774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1626781.625000 Penalty: 4726.462402
	Iteration 26Q: 3 clusters Score -1626782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1626789.625000 Penalty: 4726.462402
	Iteration 27Q: 3 clusters Score -1626790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1626802.875000 Penalty: 4726.462402
	Iteration 28Q: 3 clusters Score -1626803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1626812.125000 Penalty: 4726.462402
	Iteration 29Q: 3 clusters Score -1626812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1626819.375000 Penalty: 4726.462402
	Iteration 30Q: 3 clusters Score -1626819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1626822.375000 Penalty: 4726.462402
	Iteration 31Q: 3 clusters Score -1626822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1626824.500000 Penalty: 4726.462402
	Iteration 32Q: 3 clusters Score -1626824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1626831.375000 Penalty: 4726.462402
	Iteration 33Q: 3 clusters Score -1626831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1626839.625000 Penalty: 4726.462402
	Iteration 34Q: 3 clusters Score -1626840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1626839.500000 Penalty: 4726.462402
	Iteration 35Q: 3 clusters Score -1626840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1626839.250000 Penalty: 4726.462402
	Iteration 36Q: 3 clusters Score -1626839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1626840.500000 Penalty: 4726.462402
	Iteration 37Q: 3 clusters Score -1626840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1626842.125000 Penalty: 4726.462402
	Iteration 38Q: 3 clusters Score -1626842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1626842.125000 Penalty: 4726.462402
	Iteration 39F: 3 clusters Score -1626842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -69375.601562 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -69375.6 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 321 members 
Entering Unmasked Estep 
Score: -67707.312500 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -67707.31 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67892.992188 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -67892.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67940.640625 Penalty: 3197.863525
	Iteration 2Q: 3 clusters Score -67940.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67958.554688 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -67958.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67965.203125 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -67965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67968.703125 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -67968.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67972.851562 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -67972.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67976.289062 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -67976.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67981.046875 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -67981.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67982.226562 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -67982.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67983.406250 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -67983.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67983.406250 Penalty: 3197.863525
	Iteration 11F: 3 clusters Score -67983.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Entering Unmasked Estep 
Score: -2158787.750000 Penalty: 2437.386230
	Iteration 0F: 2 clusters Score -2158788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2145587.000000 Penalty: 4874.772461
	Iteration 0F: 3 clusters Score -2145587 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2149877.500000 Penalty: 4874.772461
	Iteration 1F: 3 clusters Score -2149878 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2150204.500000 Penalty: 4874.772461
	Iteration 2F: 3 clusters Score -2150204 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2150435.750000 Penalty: 4874.772461
	Iteration 3Q: 3 clusters Score -2150436 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2150639.750000 Penalty: 4874.772461
	Iteration 4Q: 3 clusters Score -2150640 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2150822.500000 Penalty: 4874.772461
	Iteration 5Q: 3 clusters Score -2150822 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2151014.500000 Penalty: 4874.772461
	Iteration 6Q: 3 clusters Score -2151014 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2151190.750000 Penalty: 4874.772461
	Iteration 7Q: 3 clusters Score -2151191 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2151397.250000 Penalty: 4874.772461
	Iteration 8Q: 3 clusters Score -2151397 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2151628.000000 Penalty: 4874.772461
	Iteration 9Q: 3 clusters Score -2151628 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2151939.250000 Penalty: 4874.772461
	Iteration 10Q: 3 clusters Score -2151939 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2152415.500000 Penalty: 4874.772461
	Iteration 11Q: 3 clusters Score -2152416 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2153117.000000 Penalty: 4874.772461
	Iteration 12Q: 3 clusters Score -2153117 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2154039.250000 Penalty: 4874.772461
	Iteration 13F: 3 clusters Score -2154039 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2154999.750000 Penalty: 4874.772461
	Iteration 14F: 3 clusters Score -2155000 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2155838.750000 Penalty: 4874.772461
	Iteration 15F: 3 clusters Score -2155839 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2156435.000000 Penalty: 4874.772461
	Iteration 16Q: 3 clusters Score -2156435 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2156797.500000 Penalty: 4874.772461
	Iteration 17Q: 3 clusters Score -2156798 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2157018.250000 Penalty: 4874.772461
	Iteration 18Q: 3 clusters Score -2157018 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2157129.000000 Penalty: 4874.772461
	Iteration 19Q: 3 clusters Score -2157129 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2157204.000000 Penalty: 4874.772461
	Iteration 20F: 3 clusters Score -2157204 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2157265.000000 Penalty: 4874.772461
	Iteration 21Q: 3 clusters Score -2157265 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2157310.750000 Penalty: 4874.772461
	Iteration 22Q: 3 clusters Score -2157311 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2157346.000000 Penalty: 4874.772461
	Iteration 23Q: 3 clusters Score -2157346 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2157359.500000 Penalty: 4874.772461
	Iteration 24Q: 3 clusters Score -2157360 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2157386.500000 Penalty: 4874.772461
	Iteration 25Q: 3 clusters Score -2157386 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2157408.500000 Penalty: 4874.772461
	Iteration 26Q: 3 clusters Score -2157408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2157419.000000 Penalty: 4874.772461
	Iteration 27Q: 3 clusters Score -2157419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2157424.000000 Penalty: 4874.772461
	Iteration 28Q: 3 clusters Score -2157424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2157431.000000 Penalty: 4874.772461
	Iteration 29Q: 3 clusters Score -2157431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2157443.750000 Penalty: 4874.772461
	Iteration 30Q: 3 clusters Score -2157444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2157448.750000 Penalty: 4874.772461
	Iteration 31Q: 3 clusters Score -2157449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2157455.000000 Penalty: 4874.772461
	Iteration 32Q: 3 clusters Score -2157455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2157463.750000 Penalty: 4874.772461
	Iteration 33Q: 3 clusters Score -2157464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2157463.750000 Penalty: 4874.772461
	Iteration 34Q: 3 clusters Score -2157464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2157466.750000 Penalty: 4874.772461
	Iteration 35Q: 3 clusters Score -2157467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2157469.750000 Penalty: 4874.772461
	Iteration 36Q: 3 clusters Score -2157470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2157470.250000 Penalty: 4874.772461
	Iteration 37Q: 3 clusters Score -2157470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2157464.750000 Penalty: 4874.772461
	Iteration 38Q: 3 clusters Score -2157465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2157467.250000 Penalty: 4874.772461
	Iteration 39Q: 3 clusters Score -2157467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2157469.000000 Penalty: 4874.772461
	Iteration 40F: 3 clusters Score -2157469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2157468.250000 Penalty: 4874.772461
	Iteration 41Q: 3 clusters Score -2157468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2157474.250000 Penalty: 4874.772461
	Iteration 42Q: 3 clusters Score -2157474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2157479.250000 Penalty: 4874.772461
	Iteration 43Q: 3 clusters Score -2157479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2157475.250000 Penalty: 4874.772461
	Iteration 44Q: 3 clusters Score -2157475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2157477.500000 Penalty: 4874.772461
	Iteration 45Q: 3 clusters Score -2157478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2157480.750000 Penalty: 4874.772461
	Iteration 46Q: 3 clusters Score -2157481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2157481.500000 Penalty: 4874.772461
	Iteration 47Q: 3 clusters Score -2157482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2157487.000000 Penalty: 4874.772461
	Iteration 48Q: 3 clusters Score -2157487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2157488.000000 Penalty: 4874.772461
	Iteration 49Q: 3 clusters Score -2157488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2157486.000000 Penalty: 4874.772461
	Iteration 50Q: 3 clusters Score -2157486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2157484.000000 Penalty: 4874.772461
	Iteration 51Q: 3 clusters Score -2157484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2157483.500000 Penalty: 4874.772461
	Iteration 52Q: 3 clusters Score -2157484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2157485.000000 Penalty: 4874.772461
	Iteration 53Q: 3 clusters Score -2157485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2157487.500000 Penalty: 4874.772461
	Iteration 54Q: 3 clusters Score -2157488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2157487.500000 Penalty: 4874.772461
	Iteration 55Q: 3 clusters Score -2157488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2157486.250000 Penalty: 4874.772461
	Iteration 56Q: 3 clusters Score -2157486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2157488.750000 Penalty: 4874.772461
	Iteration 57Q: 3 clusters Score -2157489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2157489.250000 Penalty: 4874.772461
	Iteration 58Q: 3 clusters Score -2157489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2157485.000000 Penalty: 4874.772461
	Iteration 59Q: 3 clusters Score -2157485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2157492.750000 Penalty: 4874.772461
	Iteration 60F: 3 clusters Score -2157493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2157492.000000 Penalty: 4874.772461
	Iteration 61Q: 3 clusters Score -2157492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2157491.750000 Penalty: 4874.772461
	Iteration 62Q: 3 clusters Score -2157492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2157490.250000 Penalty: 4874.772461
	Iteration 63Q: 3 clusters Score -2157490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2157488.250000 Penalty: 4874.772461
	Iteration 64Q: 3 clusters Score -2157488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2157492.500000 Penalty: 4874.772461
	Iteration 65Q: 3 clusters Score -2157492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2157495.500000 Penalty: 4874.772461
	Iteration 66Q: 3 clusters Score -2157496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2157494.000000 Penalty: 4874.772461
	Iteration 67Q: 3 clusters Score -2157494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2157493.500000 Penalty: 4874.772461
	Iteration 68Q: 3 clusters Score -2157494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2157494.750000 Penalty: 4874.772461
	Iteration 69Q: 3 clusters Score -2157495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2157494.250000 Penalty: 4874.772461
	Iteration 70Q: 3 clusters Score -2157494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2157493.250000 Penalty: 4874.772461
	Iteration 71Q: 3 clusters Score -2157493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2157492.500000 Penalty: 4874.772461
	Iteration 72Q: 3 clusters Score -2157492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2157492.500000 Penalty: 4874.772461
	Iteration 73Q: 3 clusters Score -2157492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2157491.500000 Penalty: 4874.772461
	Iteration 74Q: 3 clusters Score -2157492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2157491.250000 Penalty: 4874.772461
	Iteration 75Q: 3 clusters Score -2157491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2157492.750000 Penalty: 4874.772461
	Iteration 76Q: 3 clusters Score -2157493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2157501.000000 Penalty: 4874.772461
	Iteration 77Q: 3 clusters Score -2157501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2157495.500000 Penalty: 4874.772461
	Iteration 78Q: 3 clusters Score -2157496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2157499.500000 Penalty: 4874.772461
	Iteration 79Q: 3 clusters Score -2157500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2157501.000000 Penalty: 4874.772461
	Iteration 80F: 3 clusters Score -2157501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2157502.000000 Penalty: 4874.772461
	Iteration 81Q: 3 clusters Score -2157502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2157502.000000 Penalty: 4874.772461
	Iteration 82Q: 3 clusters Score -2157502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2157501.750000 Penalty: 4874.772461
	Iteration 83Q: 3 clusters Score -2157502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2157502.250000 Penalty: 4874.772461
	Iteration 84Q: 3 clusters Score -2157502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2157499.500000 Penalty: 4874.772461
	Iteration 85Q: 3 clusters Score -2157500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2157500.750000 Penalty: 4874.772461
	Iteration 86Q: 3 clusters Score -2157501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2157499.750000 Penalty: 4874.772461
	Iteration 87Q: 3 clusters Score -2157500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2157498.250000 Penalty: 4874.772461
	Iteration 88Q: 3 clusters Score -2157498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2157496.500000 Penalty: 4874.772461
	Iteration 89Q: 3 clusters Score -2157496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2157502.750000 Penalty: 4874.772461
	Iteration 90Q: 3 clusters Score -2157503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2157506.250000 Penalty: 4874.772461
	Iteration 91Q: 3 clusters Score -2157506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2157506.250000 Penalty: 4874.772461
	Iteration 92Q: 3 clusters Score -2157506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2157511.250000 Penalty: 4874.772461
	Iteration 93Q: 3 clusters Score -2157511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2157510.250000 Penalty: 4874.772461
	Iteration 94Q: 3 clusters Score -2157510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2157509.750000 Penalty: 4874.772461
	Iteration 95Q: 3 clusters Score -2157510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2157510.500000 Penalty: 4874.772461
	Iteration 96Q: 3 clusters Score -2157510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2157509.750000 Penalty: 4874.772461
	Iteration 97Q: 3 clusters Score -2157510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2157512.250000 Penalty: 4874.772461
	Iteration 98Q: 3 clusters Score -2157512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2157514.250000 Penalty: 4874.772461
	Iteration 99Q: 3 clusters Score -2157514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2157515.500000 Penalty: 4874.772461
	Iteration 100F: 3 clusters Score -2157516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Entering Unmasked Estep 
Score: -3239257.750000 Penalty: 2538.871338
	Iteration 0F: 2 clusters Score -3239258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3220097.750000 Penalty: 5077.742676
	Iteration 0F: 3 clusters Score -3220098 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3226899.250000 Penalty: 5077.742676
	Iteration 1F: 3 clusters Score -3226899 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3227355.250000 Penalty: 5077.742676
	Iteration 2F: 3 clusters Score -3227355 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3227795.000000 Penalty: 5077.742676
	Iteration 3Q: 3 clusters Score -3227795 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3228305.000000 Penalty: 5077.742676
	Iteration 4Q: 3 clusters Score -3228305 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -3228830.750000 Penalty: 5077.742676
	Iteration 5Q: 3 clusters Score -3228831 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3229501.000000 Penalty: 5077.742676
	Iteration 6Q: 3 clusters Score -3229501 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -3230353.750000 Penalty: 5077.742676
	Iteration 7F: 3 clusters Score -3230354 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -3231454.500000 Penalty: 5077.742676
	Iteration 8F: 3 clusters Score -3231454 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3232798.250000 Penalty: 5077.742676
	Iteration 9F: 3 clusters Score -3232798 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3234181.500000 Penalty: 5077.742676
	Iteration 10F: 3 clusters Score -3234182 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3235358.750000 Penalty: 5077.742676
	Iteration 11Q: 3 clusters Score -3235359 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3236095.750000 Penalty: 5077.742676
	Iteration 12Q: 3 clusters Score -3236096 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3236513.000000 Penalty: 5077.742676
	Iteration 13Q: 3 clusters Score -3236513 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3236772.500000 Penalty: 5077.742676
	Iteration 14Q: 3 clusters Score -3236772 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3236909.750000 Penalty: 5077.742676
	Iteration 15Q: 3 clusters Score -3236910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3236971.750000 Penalty: 5077.742676
	Iteration 16Q: 3 clusters Score -3236972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3237036.500000 Penalty: 5077.742676
	Iteration 17Q: 3 clusters Score -3237036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3237076.500000 Penalty: 5077.742676
	Iteration 18Q: 3 clusters Score -3237076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -3237104.750000 Penalty: 5077.742676
	Iteration 19Q: 3 clusters Score -3237105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -3237122.500000 Penalty: 5077.742676
	Iteration 20F: 3 clusters Score -3237122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3237135.250000 Penalty: 5077.742676
	Iteration 21Q: 3 clusters Score -3237135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3237138.500000 Penalty: 5077.742676
	Iteration 22Q: 3 clusters Score -3237138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3237142.000000 Penalty: 5077.742676
	Iteration 23Q: 3 clusters Score -3237142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3237146.000000 Penalty: 5077.742676
	Iteration 24Q: 3 clusters Score -3237146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3237147.000000 Penalty: 5077.742676
	Iteration 25Q: 3 clusters Score -3237147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3237147.000000 Penalty: 5077.742676
	Iteration 26F: 3 clusters Score -3237147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Entering Unmasked Estep 
Score: -4429220.500000 Penalty: 2622.904541
	Iteration 0F: 2 clusters Score -4429220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4402519.000000 Penalty: 5245.809082
	Iteration 0F: 3 clusters Score -4402519 nChanged 17957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -4412516.500000 Penalty: 5245.809082
	Iteration 1F: 3 clusters Score -4412516 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -4413687.000000 Penalty: 5245.809082
	Iteration 2Q: 3 clusters Score -4413687 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4415344.000000 Penalty: 5245.809082
	Iteration 3F: 3 clusters Score -4415344 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4417526.000000 Penalty: 5245.809082
	Iteration 4F: 3 clusters Score -4417526 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -4419969.500000 Penalty: 5245.809082
	Iteration 5F: 3 clusters Score -4419970 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -4422230.000000 Penalty: 5245.809082
	Iteration 6F: 3 clusters Score -4422230 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4423779.000000 Penalty: 5245.809082
	Iteration 7F: 3 clusters Score -4423779 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -4424636.500000 Penalty: 5245.809082
	Iteration 8Q: 3 clusters Score -4424636 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -4425090.000000 Penalty: 5245.809082
	Iteration 9Q: 3 clusters Score -4425090 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -4425293.000000 Penalty: 5245.809082
	Iteration 10Q: 3 clusters Score -4425293 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -4425393.500000 Penalty: 5245.809082
	Iteration 11Q: 3 clusters Score -4425394 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -4425433.500000 Penalty: 5245.809082
	Iteration 12Q: 3 clusters Score -4425434 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -4425549.000000 Penalty: 5245.809082
	Iteration 13Q: 3 clusters Score -4425549 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -4425634.500000 Penalty: 5245.809082
	Iteration 14Q: 3 clusters Score -4425634 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -4425718.500000 Penalty: 5245.809082
	Iteration 15Q: 3 clusters Score -4425718 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -4425809.500000 Penalty: 5245.809082
	Iteration 16Q: 3 clusters Score -4425810 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -4425916.000000 Penalty: 5245.809082
	Iteration 17Q: 3 clusters Score -4425916 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -4426016.500000 Penalty: 5245.809082
	Iteration 18Q: 3 clusters Score -4426016 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -4426157.500000 Penalty: 5245.809082
	Iteration 19Q: 3 clusters Score -4426158 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -4426295.500000 Penalty: 5245.809082
	Iteration 20F: 3 clusters Score -4426296 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -4426431.500000 Penalty: 5245.809082
	Iteration 21Q: 3 clusters Score -4426432 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4426617.500000 Penalty: 5245.809082
	Iteration 22Q: 3 clusters Score -4426618 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -4426818.500000 Penalty: 5245.809082
	Iteration 23Q: 3 clusters Score -4426818 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -4427058.000000 Penalty: 5245.809082
	Iteration 24Q: 3 clusters Score -4427058 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4427319.000000 Penalty: 5245.809082
	Iteration 25Q: 3 clusters Score -4427319 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4427660.500000 Penalty: 5245.809082
	Iteration 26Q: 3 clusters Score -4427660 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4428177.500000 Penalty: 5245.809082
	Iteration 27Q: 3 clusters Score -4428178 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4428758.000000 Penalty: 5245.809082
	Iteration 28Q: 3 clusters Score -4428758 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4428940.000000 Penalty: 5245.809082
	Iteration 29Q: 3 clusters Score -4428940 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4428990.500000 Penalty: 5245.809082
	Iteration 30Q: 3 clusters Score -4428990 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4429012.000000 Penalty: 5245.809082
	Iteration 31Q: 3 clusters Score -4429012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4429026.500000 Penalty: 5245.809082
	Iteration 32Q: 3 clusters Score -4429026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4429028.500000 Penalty: 5245.809082
	Iteration 33Q: 3 clusters Score -4429028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4429038.500000 Penalty: 5245.809082
	Iteration 34Q: 3 clusters Score -4429038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4429053.000000 Penalty: 5245.809082
	Iteration 35Q: 3 clusters Score -4429053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4429050.000000 Penalty: 5245.809082
	Iteration 36Q: 3 clusters Score -4429050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4429054.000000 Penalty: 5245.809082
	Iteration 37Q: 3 clusters Score -4429054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4429059.000000 Penalty: 5245.809082
	Iteration 38Q: 3 clusters Score -4429059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4429064.500000 Penalty: 5245.809082
	Iteration 39Q: 3 clusters Score -4429064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4429065.500000 Penalty: 5245.809082
	Iteration 40F: 3 clusters Score -4429066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4429064.000000 Penalty: 5245.809082
	Iteration 41Q: 3 clusters Score -4429064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4429064.000000 Penalty: 5245.809082
	Iteration 42F: 3 clusters Score -4429064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -143368.593750 Penalty: 1797.981567
	Iteration 0F: 2 clusters Score -143368.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -141341.750000 Penalty: 3595.963135
	Iteration 0F: 3 clusters Score -141341.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142294.796875 Penalty: 3595.963135
	Iteration 1F: 3 clusters Score -142294.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -142813.640625 Penalty: 3595.963135
	Iteration 2F: 3 clusters Score -142813.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -143064.281250 Penalty: 3595.963135
	Iteration 3F: 3 clusters Score -143064.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -143174.281250 Penalty: 3595.963135
	Iteration 4Q: 3 clusters Score -143174.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -143283.375000 Penalty: 3595.963135
	Iteration 5Q: 3 clusters Score -143283.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -143357.609375 Penalty: 3595.963135
	Iteration 6Q: 3 clusters Score -143357.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -143436.843750 Penalty: 3595.963135
	Iteration 7Q: 3 clusters Score -143436.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -143486.031250 Penalty: 3595.963135
	Iteration 8Q: 3 clusters Score -143486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -143526.781250 Penalty: 3595.963135
	Iteration 9Q: 3 clusters Score -143526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -143533.468750 Penalty: 3595.963135
	Iteration 10Q: 3 clusters Score -143533.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -143537.250000 Penalty: 3595.963135
	Iteration 11Q: 3 clusters Score -143537.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -143538.000000 Penalty: 3595.963135
	Iteration 12Q: 3 clusters Score -143538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -143538.000000 Penalty: 3595.963135
	Iteration 13F: 3 clusters Score -143538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 4 contains 1071 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39192 members 
Mstep: Class 7 contains 337 members 
Mstep: Class 8 contains 180690 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14197 members 
Mstep: Class 14 contains 20806 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241091 members 
Mstep: Class 19 contains 52075 members 
Entering Unmasked Estep 
Score: -74657472.000000 Penalty: 46482.957031
Splitting cluster 7 changes total score from -74658736.000000 to -74657472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (180690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180690 members 
Entering Unmasked Estep 
Score: -20982934.000000 Penalty: 3001.925293
	Iteration 0F: 2 clusters Score -2.098293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -20865230.000000 Penalty: 6003.850586
	Iteration 0F: 3 clusters Score -2.086523e+07 nChanged 86793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -20916586.000000 Penalty: 6003.850586
	Iteration 1F: 3 clusters Score -2.091659e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 84255 members 
Entering Unmasked Estep 
Score: -20918422.000000 Penalty: 6003.850586
	Iteration 2Q: 3 clusters Score -2.091842e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -20921030.000000 Penalty: 6003.850586
	Iteration 3Q: 3 clusters Score -2.092103e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 75538 members 
Entering Unmasked Estep 
Score: -20925570.000000 Penalty: 6003.850586
	Iteration 4Q: 3 clusters Score -2.092557e+07 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 68675 members 
Entering Unmasked Estep 
Score: -20931656.000000 Penalty: 6003.850586
	Iteration 5F: 3 clusters Score -2.093166e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120256 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -20938676.000000 Penalty: 6003.850586
	Iteration 6F: 3 clusters Score -2.093868e+07 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129476 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -20946860.000000 Penalty: 6003.850586
	Iteration 7F: 3 clusters Score -2.094686e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138770 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -20955534.000000 Penalty: 6003.850586
	Iteration 8F: 3 clusters Score -2.095553e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146710 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -20962712.000000 Penalty: 6003.850586
	Iteration 9F: 3 clusters Score -2.096271e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152808 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -20967736.000000 Penalty: 6003.850586
	Iteration 10Q: 3 clusters Score -2.096774e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157387 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -20970880.000000 Penalty: 6003.850586
	Iteration 11Q: 3 clusters Score -2.097088e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161016 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -20972680.000000 Penalty: 6003.850586
	Iteration 12Q: 3 clusters Score -2.097268e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163984 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -20974206.000000 Penalty: 6003.850586
	Iteration 13Q: 3 clusters Score -2.097421e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166584 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -20975342.000000 Penalty: 6003.850586
	Iteration 14Q: 3 clusters Score -2.097534e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168792 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -20976348.000000 Penalty: 6003.850586
	Iteration 15Q: 3 clusters Score -2.097635e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170631 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -20977344.000000 Penalty: 6003.850586
	Iteration 16Q: 3 clusters Score -2.097734e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172246 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -20978138.000000 Penalty: 6003.850586
	Iteration 17Q: 3 clusters Score -2.097814e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173544 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -20978656.000000 Penalty: 6003.850586
	Iteration 18Q: 3 clusters Score -2.097866e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174612 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -20979102.000000 Penalty: 6003.850586
	Iteration 19Q: 3 clusters Score -2.09791e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -20979336.000000 Penalty: 6003.850586
	Iteration 20F: 3 clusters Score -2.097934e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176169 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -20979592.000000 Penalty: 6003.850586
	Iteration 21Q: 3 clusters Score -2.097959e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176673 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -20979860.000000 Penalty: 6003.850586
	Iteration 22Q: 3 clusters Score -2.097986e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177091 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -20980048.000000 Penalty: 6003.850586
	Iteration 23Q: 3 clusters Score -2.098005e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177443 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -20980216.000000 Penalty: 6003.850586
	Iteration 24Q: 3 clusters Score -2.098022e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177712 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -20980336.000000 Penalty: 6003.850586
	Iteration 25Q: 3 clusters Score -2.098034e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177929 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -20980448.000000 Penalty: 6003.850586
	Iteration 26Q: 3 clusters Score -2.098045e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178142 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -20980568.000000 Penalty: 6003.850586
	Iteration 27Q: 3 clusters Score -2.098057e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178309 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -20980648.000000 Penalty: 6003.850586
	Iteration 28Q: 3 clusters Score -2.098065e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178439 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -20980692.000000 Penalty: 6003.850586
	Iteration 29Q: 3 clusters Score -2.098069e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178541 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -20980752.000000 Penalty: 6003.850586
	Iteration 30Q: 3 clusters Score -2.098075e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178602 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -20980744.000000 Penalty: 6003.850586
	Iteration 31Q: 3 clusters Score -2.098074e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178657 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -20980796.000000 Penalty: 6003.850586
	Iteration 32Q: 3 clusters Score -2.09808e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178700 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -20980766.000000 Penalty: 6003.850586
	Iteration 33Q: 3 clusters Score -2.098077e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178742 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -20980784.000000 Penalty: 6003.850586
	Iteration 34Q: 3 clusters Score -2.098078e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178782 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -20980808.000000 Penalty: 6003.850586
	Iteration 35Q: 3 clusters Score -2.098081e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178822 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -20980846.000000 Penalty: 6003.850586
	Iteration 36Q: 3 clusters Score -2.098085e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178849 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -20980828.000000 Penalty: 6003.850586
	Iteration 37Q: 3 clusters Score -2.098083e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178866 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -20980822.000000 Penalty: 6003.850586
	Iteration 38Q: 3 clusters Score -2.098082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178882 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -20980826.000000 Penalty: 6003.850586
	Iteration 39Q: 3 clusters Score -2.098083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178892 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -20980826.000000 Penalty: 6003.850586
	Iteration 40F: 3 clusters Score -2.098083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178899 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -20980816.000000 Penalty: 6003.850586
	Iteration 41Q: 3 clusters Score -2.098082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178905 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -20980816.000000 Penalty: 6003.850586
	Iteration 42Q: 3 clusters Score -2.098082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178912 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -20980808.000000 Penalty: 6003.850586
	Iteration 43Q: 3 clusters Score -2.098081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178915 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -20980812.000000 Penalty: 6003.850586
	Iteration 44Q: 3 clusters Score -2.098081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178918 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -20980808.000000 Penalty: 6003.850586
	Iteration 45Q: 3 clusters Score -2.098081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178924 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -20980806.000000 Penalty: 6003.850586
	Iteration 46Q: 3 clusters Score -2.098081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178925 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -20980806.000000 Penalty: 6003.850586
	Iteration 47Q: 3 clusters Score -2.098081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178927 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -20980806.000000 Penalty: 6003.850586
	Iteration 48Q: 3 clusters Score -2.098081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178926 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -20980810.000000 Penalty: 6003.850586
	Iteration 49Q: 3 clusters Score -2.098081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178925 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -20980806.000000 Penalty: 6003.850586
	Iteration 50Q: 3 clusters Score -2.098081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178925 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -20980806.000000 Penalty: 6003.850586
	Iteration 51F: 3 clusters Score -2.098081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Entering Unmasked Estep 
Score: -2879949.500000 Penalty: 2503.523193
	Iteration 0F: 2 clusters Score -2879950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2863166.250000 Penalty: 5007.046387
	Iteration 0F: 3 clusters Score -2863166 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2869034.250000 Penalty: 5007.046387
	Iteration 1F: 3 clusters Score -2869034 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2869481.250000 Penalty: 5007.046387
	Iteration 2Q: 3 clusters Score -2869481 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2869921.500000 Penalty: 5007.046387
	Iteration 3Q: 3 clusters Score -2869922 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2870359.500000 Penalty: 5007.046387
	Iteration 4Q: 3 clusters Score -2870360 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2870890.750000 Penalty: 5007.046387
	Iteration 5Q: 3 clusters Score -2870891 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2871535.000000 Penalty: 5007.046387
	Iteration 6Q: 3 clusters Score -2871535 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2872384.000000 Penalty: 5007.046387
	Iteration 7F: 3 clusters Score -2872384 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2873458.250000 Penalty: 5007.046387
	Iteration 8F: 3 clusters Score -2873458 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2874662.000000 Penalty: 5007.046387
	Iteration 9F: 3 clusters Score -2874662 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2875586.750000 Penalty: 5007.046387
	Iteration 10Q: 3 clusters Score -2875587 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2876113.250000 Penalty: 5007.046387
	Iteration 11Q: 3 clusters Score -2876113 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2876361.250000 Penalty: 5007.046387
	Iteration 12Q: 3 clusters Score -2876361 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2876533.500000 Penalty: 5007.046387
	Iteration 13Q: 3 clusters Score -2876534 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2876665.000000 Penalty: 5007.046387
	Iteration 14Q: 3 clusters Score -2876665 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2876752.250000 Penalty: 5007.046387
	Iteration 15Q: 3 clusters Score -2876752 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2876827.250000 Penalty: 5007.046387
	Iteration 16Q: 3 clusters Score -2876827 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2876894.250000 Penalty: 5007.046387
	Iteration 17Q: 3 clusters Score -2876894 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2876949.500000 Penalty: 5007.046387
	Iteration 18Q: 3 clusters Score -2876950 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2877003.000000 Penalty: 5007.046387
	Iteration 19Q: 3 clusters Score -2877003 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2877041.250000 Penalty: 5007.046387
	Iteration 20F: 3 clusters Score -2877041 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2877075.500000 Penalty: 5007.046387
	Iteration 21Q: 3 clusters Score -2877076 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2877109.000000 Penalty: 5007.046387
	Iteration 22Q: 3 clusters Score -2877109 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2877142.500000 Penalty: 5007.046387
	Iteration 23Q: 3 clusters Score -2877142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2877160.750000 Penalty: 5007.046387
	Iteration 24Q: 3 clusters Score -2877161 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2877190.750000 Penalty: 5007.046387
	Iteration 25Q: 3 clusters Score -2877191 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2877216.250000 Penalty: 5007.046387
	Iteration 26Q: 3 clusters Score -2877216 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2877242.750000 Penalty: 5007.046387
	Iteration 27Q: 3 clusters Score -2877243 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2877257.500000 Penalty: 5007.046387
	Iteration 28Q: 3 clusters Score -2877258 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2877286.250000 Penalty: 5007.046387
	Iteration 29Q: 3 clusters Score -2877286 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2877311.250000 Penalty: 5007.046387
	Iteration 30Q: 3 clusters Score -2877311 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2877331.250000 Penalty: 5007.046387
	Iteration 31Q: 3 clusters Score -2877331 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2877349.500000 Penalty: 5007.046387
	Iteration 32Q: 3 clusters Score -2877350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2877362.750000 Penalty: 5007.046387
	Iteration 33Q: 3 clusters Score -2877363 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2877382.250000 Penalty: 5007.046387
	Iteration 34Q: 3 clusters Score -2877382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2877392.750000 Penalty: 5007.046387
	Iteration 35Q: 3 clusters Score -2877393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2877413.000000 Penalty: 5007.046387
	Iteration 36Q: 3 clusters Score -2877413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2877421.750000 Penalty: 5007.046387
	Iteration 37Q: 3 clusters Score -2877422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2877435.250000 Penalty: 5007.046387
	Iteration 38Q: 3 clusters Score -2877435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2877456.000000 Penalty: 5007.046387
	Iteration 39Q: 3 clusters Score -2877456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2877466.250000 Penalty: 5007.046387
	Iteration 40F: 3 clusters Score -2877466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2877485.250000 Penalty: 5007.046387
	Iteration 41Q: 3 clusters Score -2877485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2877496.500000 Penalty: 5007.046387
	Iteration 42Q: 3 clusters Score -2877496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2877509.500000 Penalty: 5007.046387
	Iteration 43Q: 3 clusters Score -2877510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2877521.250000 Penalty: 5007.046387
	Iteration 44Q: 3 clusters Score -2877521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2877523.750000 Penalty: 5007.046387
	Iteration 45Q: 3 clusters Score -2877524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2877530.500000 Penalty: 5007.046387
	Iteration 46Q: 3 clusters Score -2877530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2877537.750000 Penalty: 5007.046387
	Iteration 47Q: 3 clusters Score -2877538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2877539.000000 Penalty: 5007.046387
	Iteration 48Q: 3 clusters Score -2877539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2877554.250000 Penalty: 5007.046387
	Iteration 49Q: 3 clusters Score -2877554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2877558.500000 Penalty: 5007.046387
	Iteration 50Q: 3 clusters Score -2877558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2877563.500000 Penalty: 5007.046387
	Iteration 51Q: 3 clusters Score -2877564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2877582.000000 Penalty: 5007.046387
	Iteration 52Q: 3 clusters Score -2877582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2877599.750000 Penalty: 5007.046387
	Iteration 53Q: 3 clusters Score -2877600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2877609.500000 Penalty: 5007.046387
	Iteration 54Q: 3 clusters Score -2877610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2877617.000000 Penalty: 5007.046387
	Iteration 55Q: 3 clusters Score -2877617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2877625.000000 Penalty: 5007.046387
	Iteration 56Q: 3 clusters Score -2877625 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2877638.000000 Penalty: 5007.046387
	Iteration 57Q: 3 clusters Score -2877638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2877646.500000 Penalty: 5007.046387
	Iteration 58Q: 3 clusters Score -2877646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2877654.500000 Penalty: 5007.046387
	Iteration 59Q: 3 clusters Score -2877654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2877666.250000 Penalty: 5007.046387
	Iteration 60F: 3 clusters Score -2877666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2877676.000000 Penalty: 5007.046387
	Iteration 61Q: 3 clusters Score -2877676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2877683.500000 Penalty: 5007.046387
	Iteration 62Q: 3 clusters Score -2877684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2877690.000000 Penalty: 5007.046387
	Iteration 63Q: 3 clusters Score -2877690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2877689.250000 Penalty: 5007.046387
	Iteration 64Q: 3 clusters Score -2877689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2877694.000000 Penalty: 5007.046387
	Iteration 65Q: 3 clusters Score -2877694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2877699.000000 Penalty: 5007.046387
	Iteration 66Q: 3 clusters Score -2877699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2877697.250000 Penalty: 5007.046387
	Iteration 67Q: 3 clusters Score -2877697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2877704.000000 Penalty: 5007.046387
	Iteration 68Q: 3 clusters Score -2877704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2877702.000000 Penalty: 5007.046387
	Iteration 69Q: 3 clusters Score -2877702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2877704.250000 Penalty: 5007.046387
	Iteration 70Q: 3 clusters Score -2877704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2877705.750000 Penalty: 5007.046387
	Iteration 71Q: 3 clusters Score -2877706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2877706.500000 Penalty: 5007.046387
	Iteration 72Q: 3 clusters Score -2877706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2877710.000000 Penalty: 5007.046387
	Iteration 73Q: 3 clusters Score -2877710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2877708.500000 Penalty: 5007.046387
	Iteration 74Q: 3 clusters Score -2877708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2877707.500000 Penalty: 5007.046387
	Iteration 75Q: 3 clusters Score -2877708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2877703.750000 Penalty: 5007.046387
	Iteration 76Q: 3 clusters Score -2877704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2877703.500000 Penalty: 5007.046387
	Iteration 77Q: 3 clusters Score -2877704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2877707.750000 Penalty: 5007.046387
	Iteration 78Q: 3 clusters Score -2877708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2877712.500000 Penalty: 5007.046387
	Iteration 79Q: 3 clusters Score -2877712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2877722.250000 Penalty: 5007.046387
	Iteration 80F: 3 clusters Score -2877722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2877722.500000 Penalty: 5007.046387
	Iteration 81Q: 3 clusters Score -2877722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2877723.000000 Penalty: 5007.046387
	Iteration 82Q: 3 clusters Score -2877723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2877720.250000 Penalty: 5007.046387
	Iteration 83Q: 3 clusters Score -2877720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2877722.500000 Penalty: 5007.046387
	Iteration 84Q: 3 clusters Score -2877722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2877722.500000 Penalty: 5007.046387
	Iteration 85Q: 3 clusters Score -2877722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2877722.750000 Penalty: 5007.046387
	Iteration 86Q: 3 clusters Score -2877723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2877723.750000 Penalty: 5007.046387
	Iteration 87Q: 3 clusters Score -2877724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2877723.750000 Penalty: 5007.046387
	Iteration 88F: 3 clusters Score -2877724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Entering Unmasked Estep 
Score: -1680734.250000 Penalty: 2371.074951
	Iteration 0F: 2 clusters Score -1680734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1670268.625000 Penalty: 4742.149902
	Iteration 0F: 3 clusters Score -1670269 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1673575.750000 Penalty: 4742.149902
	Iteration 1F: 3 clusters Score -1673576 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1673888.625000 Penalty: 4742.149902
	Iteration 2F: 3 clusters Score -1673889 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1674173.625000 Penalty: 4742.149902
	Iteration 3Q: 3 clusters Score -1674174 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1674477.125000 Penalty: 4742.149902
	Iteration 4Q: 3 clusters Score -1674477 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1674799.750000 Penalty: 4742.149902
	Iteration 5Q: 3 clusters Score -1674800 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1675202.750000 Penalty: 4742.149902
	Iteration 6Q: 3 clusters Score -1675203 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1675716.375000 Penalty: 4742.149902
	Iteration 7F: 3 clusters Score -1675716 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1676349.500000 Penalty: 4742.149902
	Iteration 8F: 3 clusters Score -1676350 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1677023.375000 Penalty: 4742.149902
	Iteration 9F: 3 clusters Score -1677023 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1677585.375000 Penalty: 4742.149902
	Iteration 10Q: 3 clusters Score -1677585 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1677963.875000 Penalty: 4742.149902
	Iteration 11Q: 3 clusters Score -1677964 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1678210.000000 Penalty: 4742.149902
	Iteration 12Q: 3 clusters Score -1678210 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1678354.125000 Penalty: 4742.149902
	Iteration 13Q: 3 clusters Score -1678354 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1678467.375000 Penalty: 4742.149902
	Iteration 14Q: 3 clusters Score -1678467 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1678545.750000 Penalty: 4742.149902
	Iteration 15Q: 3 clusters Score -1678546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1678595.625000 Penalty: 4742.149902
	Iteration 16Q: 3 clusters Score -1678596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1678629.000000 Penalty: 4742.149902
	Iteration 17Q: 3 clusters Score -1678629 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1678649.375000 Penalty: 4742.149902
	Iteration 18Q: 3 clusters Score -1678649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1678666.250000 Penalty: 4742.149902
	Iteration 19Q: 3 clusters Score -1678666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1678678.250000 Penalty: 4742.149902
	Iteration 20F: 3 clusters Score -1678678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1678686.750000 Penalty: 4742.149902
	Iteration 21Q: 3 clusters Score -1678687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1678693.750000 Penalty: 4742.149902
	Iteration 22Q: 3 clusters Score -1678694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1678701.125000 Penalty: 4742.149902
	Iteration 23Q: 3 clusters Score -1678701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1678707.250000 Penalty: 4742.149902
	Iteration 24Q: 3 clusters Score -1678707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1678707.750000 Penalty: 4742.149902
	Iteration 25Q: 3 clusters Score -1678708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1678710.500000 Penalty: 4742.149902
	Iteration 26Q: 3 clusters Score -1678710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1678716.000000 Penalty: 4742.149902
	Iteration 27Q: 3 clusters Score -1678716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1678718.875000 Penalty: 4742.149902
	Iteration 28Q: 3 clusters Score -1678719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1678717.000000 Penalty: 4742.149902
	Iteration 29Q: 3 clusters Score -1678717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1678720.125000 Penalty: 4742.149902
	Iteration 30Q: 3 clusters Score -1678720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1678722.625000 Penalty: 4742.149902
	Iteration 31Q: 3 clusters Score -1678723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1678723.000000 Penalty: 4742.149902
	Iteration 32Q: 3 clusters Score -1678723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1678723.000000 Penalty: 4742.149902
	Iteration 33F: 3 clusters Score -1678723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Entering Unmasked Estep 
Score: -2438627.750000 Penalty: 2465.863281
	Iteration 0F: 2 clusters Score -2438628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2424153.000000 Penalty: 4931.726562
	Iteration 0F: 3 clusters Score -2424153 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2429043.750000 Penalty: 4931.726562
	Iteration 1F: 3 clusters Score -2429044 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2429455.500000 Penalty: 4931.726562
	Iteration 2F: 3 clusters Score -2429456 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2429894.750000 Penalty: 4931.726562
	Iteration 3Q: 3 clusters Score -2429895 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2430327.000000 Penalty: 4931.726562
	Iteration 4Q: 3 clusters Score -2430327 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2430765.500000 Penalty: 4931.726562
	Iteration 5Q: 3 clusters Score -2430766 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2431225.750000 Penalty: 4931.726562
	Iteration 6Q: 3 clusters Score -2431226 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2431664.750000 Penalty: 4931.726562
	Iteration 7Q: 3 clusters Score -2431665 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2432176.750000 Penalty: 4931.726562
	Iteration 8Q: 3 clusters Score -2432177 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2432755.500000 Penalty: 4931.726562
	Iteration 9Q: 3 clusters Score -2432756 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2433312.500000 Penalty: 4931.726562
	Iteration 10Q: 3 clusters Score -2433312 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2433900.500000 Penalty: 4931.726562
	Iteration 11Q: 3 clusters Score -2433900 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2434416.750000 Penalty: 4931.726562
	Iteration 12Q: 3 clusters Score -2434417 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2434821.750000 Penalty: 4931.726562
	Iteration 13Q: 3 clusters Score -2434822 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2435191.000000 Penalty: 4931.726562
	Iteration 14Q: 3 clusters Score -2435191 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2435469.250000 Penalty: 4931.726562
	Iteration 15Q: 3 clusters Score -2435469 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2435652.250000 Penalty: 4931.726562
	Iteration 16Q: 3 clusters Score -2435652 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2435793.750000 Penalty: 4931.726562
	Iteration 17Q: 3 clusters Score -2435794 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2435893.000000 Penalty: 4931.726562
	Iteration 18Q: 3 clusters Score -2435893 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2435975.000000 Penalty: 4931.726562
	Iteration 19Q: 3 clusters Score -2435975 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2436041.250000 Penalty: 4931.726562
	Iteration 20F: 3 clusters Score -2436041 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2436098.750000 Penalty: 4931.726562
	Iteration 21Q: 3 clusters Score -2436099 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2436164.750000 Penalty: 4931.726562
	Iteration 22Q: 3 clusters Score -2436165 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2436211.000000 Penalty: 4931.726562
	Iteration 23Q: 3 clusters Score -2436211 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2436260.000000 Penalty: 4931.726562
	Iteration 24Q: 3 clusters Score -2436260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2436292.750000 Penalty: 4931.726562
	Iteration 25Q: 3 clusters Score -2436293 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2436312.750000 Penalty: 4931.726562
	Iteration 26Q: 3 clusters Score -2436313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2436339.250000 Penalty: 4931.726562
	Iteration 27Q: 3 clusters Score -2436339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2436360.750000 Penalty: 4931.726562
	Iteration 28Q: 3 clusters Score -2436361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2436371.500000 Penalty: 4931.726562
	Iteration 29Q: 3 clusters Score -2436372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2436384.250000 Penalty: 4931.726562
	Iteration 30Q: 3 clusters Score -2436384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2436391.500000 Penalty: 4931.726562
	Iteration 31Q: 3 clusters Score -2436392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2436404.250000 Penalty: 4931.726562
	Iteration 32Q: 3 clusters Score -2436404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2436407.000000 Penalty: 4931.726562
	Iteration 33Q: 3 clusters Score -2436407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2436418.500000 Penalty: 4931.726562
	Iteration 34Q: 3 clusters Score -2436418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2436423.000000 Penalty: 4931.726562
	Iteration 35Q: 3 clusters Score -2436423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2436429.500000 Penalty: 4931.726562
	Iteration 36Q: 3 clusters Score -2436430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2436435.250000 Penalty: 4931.726562
	Iteration 37Q: 3 clusters Score -2436435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2436437.250000 Penalty: 4931.726562
	Iteration 38Q: 3 clusters Score -2436437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2436440.500000 Penalty: 4931.726562
	Iteration 39Q: 3 clusters Score -2436440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2436443.500000 Penalty: 4931.726562
	Iteration 40F: 3 clusters Score -2436444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2436450.500000 Penalty: 4931.726562
	Iteration 41Q: 3 clusters Score -2436450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2436452.500000 Penalty: 4931.726562
	Iteration 42Q: 3 clusters Score -2436452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2436459.500000 Penalty: 4931.726562
	Iteration 43Q: 3 clusters Score -2436460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2436465.750000 Penalty: 4931.726562
	Iteration 44Q: 3 clusters Score -2436466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2436474.500000 Penalty: 4931.726562
	Iteration 45Q: 3 clusters Score -2436474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2436477.500000 Penalty: 4931.726562
	Iteration 46Q: 3 clusters Score -2436478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2436480.750000 Penalty: 4931.726562
	Iteration 47Q: 3 clusters Score -2436481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2436476.250000 Penalty: 4931.726562
	Iteration 48Q: 3 clusters Score -2436476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2436481.000000 Penalty: 4931.726562
	Iteration 49Q: 3 clusters Score -2436481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2436483.750000 Penalty: 4931.726562
	Iteration 50Q: 3 clusters Score -2436484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2436483.750000 Penalty: 4931.726562
	Iteration 51F: 3 clusters Score -2436484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Entering Unmasked Estep 
Score: -2078261.625000 Penalty: 2423.572021
	Iteration 0F: 2 clusters Score -2078262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2065823.750000 Penalty: 4847.144043
	Iteration 0F: 3 clusters Score -2065824 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2069762.875000 Penalty: 4847.144043
	Iteration 1F: 3 clusters Score -2069763 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2070139.125000 Penalty: 4847.144043
	Iteration 2F: 3 clusters Score -2070139 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2070471.000000 Penalty: 4847.144043
	Iteration 3Q: 3 clusters Score -2070471 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2070807.250000 Penalty: 4847.144043
	Iteration 4Q: 3 clusters Score -2070807 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2071193.125000 Penalty: 4847.144043
	Iteration 5Q: 3 clusters Score -2071193 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2071570.250000 Penalty: 4847.144043
	Iteration 6Q: 3 clusters Score -2071570 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2072016.000000 Penalty: 4847.144043
	Iteration 7Q: 3 clusters Score -2072016 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2072576.500000 Penalty: 4847.144043
	Iteration 8F: 3 clusters Score -2072576 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2073311.500000 Penalty: 4847.144043
	Iteration 9F: 3 clusters Score -2073312 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2073991.375000 Penalty: 4847.144043
	Iteration 10F: 3 clusters Score -2073991 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2074575.000000 Penalty: 4847.144043
	Iteration 11Q: 3 clusters Score -2074575 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2074975.625000 Penalty: 4847.144043
	Iteration 12Q: 3 clusters Score -2074976 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2075254.000000 Penalty: 4847.144043
	Iteration 13Q: 3 clusters Score -2075254 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2075465.125000 Penalty: 4847.144043
	Iteration 14Q: 3 clusters Score -2075465 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2075592.625000 Penalty: 4847.144043
	Iteration 15Q: 3 clusters Score -2075593 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2075685.875000 Penalty: 4847.144043
	Iteration 16Q: 3 clusters Score -2075686 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2075762.500000 Penalty: 4847.144043
	Iteration 17Q: 3 clusters Score -2075762 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2075820.000000 Penalty: 4847.144043
	Iteration 18Q: 3 clusters Score -2075820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2075855.500000 Penalty: 4847.144043
	Iteration 19Q: 3 clusters Score -2075856 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2075887.750000 Penalty: 4847.144043
	Iteration 20F: 3 clusters Score -2075888 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2075925.250000 Penalty: 4847.144043
	Iteration 21Q: 3 clusters Score -2075925 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2075934.875000 Penalty: 4847.144043
	Iteration 22Q: 3 clusters Score -2075935 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2075957.500000 Penalty: 4847.144043
	Iteration 23Q: 3 clusters Score -2075958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2075982.875000 Penalty: 4847.144043
	Iteration 24Q: 3 clusters Score -2075983 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2075999.125000 Penalty: 4847.144043
	Iteration 25Q: 3 clusters Score -2075999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2076017.500000 Penalty: 4847.144043
	Iteration 26Q: 3 clusters Score -2076018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2076024.875000 Penalty: 4847.144043
	Iteration 27Q: 3 clusters Score -2076025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2076031.875000 Penalty: 4847.144043
	Iteration 28Q: 3 clusters Score -2076032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2076040.625000 Penalty: 4847.144043
	Iteration 29Q: 3 clusters Score -2076041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2076047.375000 Penalty: 4847.144043
	Iteration 30Q: 3 clusters Score -2076047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2076053.375000 Penalty: 4847.144043
	Iteration 31Q: 3 clusters Score -2076053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2076062.125000 Penalty: 4847.144043
	Iteration 32Q: 3 clusters Score -2076062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2076071.125000 Penalty: 4847.144043
	Iteration 33Q: 3 clusters Score -2076071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2076080.750000 Penalty: 4847.144043
	Iteration 34Q: 3 clusters Score -2076081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2076088.500000 Penalty: 4847.144043
	Iteration 35Q: 3 clusters Score -2076088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2076091.750000 Penalty: 4847.144043
	Iteration 36Q: 3 clusters Score -2076092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2076096.750000 Penalty: 4847.144043
	Iteration 37Q: 3 clusters Score -2076097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2076105.000000 Penalty: 4847.144043
	Iteration 38Q: 3 clusters Score -2076105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2076112.250000 Penalty: 4847.144043
	Iteration 39Q: 3 clusters Score -2076112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2076118.625000 Penalty: 4847.144043
	Iteration 40F: 3 clusters Score -2076119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2076125.375000 Penalty: 4847.144043
	Iteration 41Q: 3 clusters Score -2076125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2076130.500000 Penalty: 4847.144043
	Iteration 42Q: 3 clusters Score -2076130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2076133.125000 Penalty: 4847.144043
	Iteration 43Q: 3 clusters Score -2076133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2076136.250000 Penalty: 4847.144043
	Iteration 44Q: 3 clusters Score -2076136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2076140.875000 Penalty: 4847.144043
	Iteration 45Q: 3 clusters Score -2076141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2076139.000000 Penalty: 4847.144043
	Iteration 46Q: 3 clusters Score -2076139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2076138.000000 Penalty: 4847.144043
	Iteration 47Q: 3 clusters Score -2076138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2076142.500000 Penalty: 4847.144043
	Iteration 48Q: 3 clusters Score -2076142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2076145.250000 Penalty: 4847.144043
	Iteration 49Q: 3 clusters Score -2076145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2076145.250000 Penalty: 4847.144043
	Iteration 50Q: 3 clusters Score -2076145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2076147.500000 Penalty: 4847.144043
	Iteration 51Q: 3 clusters Score -2076148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2076150.375000 Penalty: 4847.144043
	Iteration 52Q: 3 clusters Score -2076150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2076153.750000 Penalty: 4847.144043
	Iteration 53Q: 3 clusters Score -2076154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2076150.375000 Penalty: 4847.144043
	Iteration 54Q: 3 clusters Score -2076150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2076155.750000 Penalty: 4847.144043
	Iteration 55Q: 3 clusters Score -2076156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2076162.250000 Penalty: 4847.144043
	Iteration 56Q: 3 clusters Score -2076162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2076165.500000 Penalty: 4847.144043
	Iteration 57Q: 3 clusters Score -2076166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2076166.375000 Penalty: 4847.144043
	Iteration 58Q: 3 clusters Score -2076166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2076166.750000 Penalty: 4847.144043
	Iteration 59Q: 3 clusters Score -2076167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2076168.875000 Penalty: 4847.144043
	Iteration 60F: 3 clusters Score -2076169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2076171.000000 Penalty: 4847.144043
	Iteration 61Q: 3 clusters Score -2076171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2076169.000000 Penalty: 4847.144043
	Iteration 62Q: 3 clusters Score -2076169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2076171.125000 Penalty: 4847.144043
	Iteration 63Q: 3 clusters Score -2076171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2076172.500000 Penalty: 4847.144043
	Iteration 64Q: 3 clusters Score -2076172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2076169.500000 Penalty: 4847.144043
	Iteration 65Q: 3 clusters Score -2076170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2076171.000000 Penalty: 4847.144043
	Iteration 66Q: 3 clusters Score -2076171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2076172.500000 Penalty: 4847.144043
	Iteration 67Q: 3 clusters Score -2076172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2076172.875000 Penalty: 4847.144043
	Iteration 68Q: 3 clusters Score -2076173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2076168.500000 Penalty: 4847.144043
	Iteration 69Q: 3 clusters Score -2076168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2076170.625000 Penalty: 4847.144043
	Iteration 70Q: 3 clusters Score -2076171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2076173.875000 Penalty: 4847.144043
	Iteration 71Q: 3 clusters Score -2076174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2076173.250000 Penalty: 4847.144043
	Iteration 72Q: 3 clusters Score -2076173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2076175.250000 Penalty: 4847.144043
	Iteration 73Q: 3 clusters Score -2076175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2076175.000000 Penalty: 4847.144043
	Iteration 74Q: 3 clusters Score -2076175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2076178.000000 Penalty: 4847.144043
	Iteration 75Q: 3 clusters Score -2076178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2076176.750000 Penalty: 4847.144043
	Iteration 76Q: 3 clusters Score -2076177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2076176.750000 Penalty: 4847.144043
	Iteration 77F: 3 clusters Score -2076177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (241091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241091 members 
Entering Unmasked Estep 
Score: -27965302.000000 Penalty: 3073.446533
	Iteration 0F: 2 clusters Score -2.79653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120983 members 
Mstep: Class 2 contains 120108 members 
Entering Unmasked Estep 
Score: -27808822.000000 Penalty: 6146.893066
	Iteration 0F: 3 clusters Score -2.780882e+07 nChanged 116241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131478 members 
Mstep: Class 2 contains 109613 members 
Entering Unmasked Estep 
Score: -27878670.000000 Penalty: 6146.893066
	Iteration 1F: 3 clusters Score -2.787867e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137650 members 
Mstep: Class 2 contains 103441 members 
Entering Unmasked Estep 
Score: -27881660.000000 Penalty: 6146.893066
	Iteration 2Q: 3 clusters Score -2.788166e+07 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147169 members 
Mstep: Class 2 contains 93922 members 
Entering Unmasked Estep 
Score: -27887188.000000 Penalty: 6146.893066
	Iteration 3Q: 3 clusters Score -2.788719e+07 nChanged 15810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160969 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -27896650.000000 Penalty: 6146.893066
	Iteration 4F: 3 clusters Score -2.789665e+07 nChanged 19556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178767 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -27911996.000000 Penalty: 6146.893066
	Iteration 5F: 3 clusters Score -2.7912e+07 nChanged 20504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198263 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -27930518.000000 Penalty: 6146.893066
	Iteration 6F: 3 clusters Score -2.793052e+07 nChanged 16168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213885 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -27946112.000000 Penalty: 6146.893066
	Iteration 7F: 3 clusters Score -2.794611e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222267 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -27955504.000000 Penalty: 6146.893066
	Iteration 8Q: 3 clusters Score -2.79555e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225498 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -27959854.000000 Penalty: 6146.893066
	Iteration 9Q: 3 clusters Score -2.795985e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227008 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -27961376.000000 Penalty: 6146.893066
	Iteration 10Q: 3 clusters Score -2.796138e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228086 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -27961924.000000 Penalty: 6146.893066
	Iteration 11Q: 3 clusters Score -2.796192e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229005 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -27962378.000000 Penalty: 6146.893066
	Iteration 12Q: 3 clusters Score -2.796238e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229776 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -27962614.000000 Penalty: 6146.893066
	Iteration 13Q: 3 clusters Score -2.796261e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230451 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -27962674.000000 Penalty: 6146.893066
	Iteration 14Q: 3 clusters Score -2.796267e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231028 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -27962780.000000 Penalty: 6146.893066
	Iteration 15Q: 3 clusters Score -2.796278e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231518 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -27962868.000000 Penalty: 6146.893066
	Iteration 16Q: 3 clusters Score -2.796287e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231997 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -27962918.000000 Penalty: 6146.893066
	Iteration 17Q: 3 clusters Score -2.796292e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232429 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -27962982.000000 Penalty: 6146.893066
	Iteration 18Q: 3 clusters Score -2.796298e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232811 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -27963072.000000 Penalty: 6146.893066
	Iteration 19Q: 3 clusters Score -2.796307e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233181 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -27963182.000000 Penalty: 6146.893066
	Iteration 20F: 3 clusters Score -2.796318e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233555 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -27963196.000000 Penalty: 6146.893066
	Iteration 21Q: 3 clusters Score -2.79632e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233875 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -27963162.000000 Penalty: 6146.893066
	Iteration 22Q: 3 clusters Score -2.796316e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234168 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -27963194.000000 Penalty: 6146.893066
	Iteration 23Q: 3 clusters Score -2.796319e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234425 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -27963156.000000 Penalty: 6146.893066
	Iteration 24Q: 3 clusters Score -2.796316e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234664 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -27963156.000000 Penalty: 6146.893066
	Iteration 25Q: 3 clusters Score -2.796316e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234868 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -27963200.000000 Penalty: 6146.893066
	Iteration 26Q: 3 clusters Score -2.79632e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235068 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -27963240.000000 Penalty: 6146.893066
	Iteration 27Q: 3 clusters Score -2.796324e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235239 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -27963232.000000 Penalty: 6146.893066
	Iteration 28Q: 3 clusters Score -2.796323e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235403 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -27963234.000000 Penalty: 6146.893066
	Iteration 29Q: 3 clusters Score -2.796323e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235562 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -27963220.000000 Penalty: 6146.893066
	Iteration 30Q: 3 clusters Score -2.796322e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235719 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -27963184.000000 Penalty: 6146.893066
	Iteration 31Q: 3 clusters Score -2.796318e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235863 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -27963182.000000 Penalty: 6146.893066
	Iteration 32Q: 3 clusters Score -2.796318e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236000 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -27963206.000000 Penalty: 6146.893066
	Iteration 33Q: 3 clusters Score -2.796321e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236128 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -27963194.000000 Penalty: 6146.893066
	Iteration 34Q: 3 clusters Score -2.796319e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236250 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -27963216.000000 Penalty: 6146.893066
	Iteration 35Q: 3 clusters Score -2.796322e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236372 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -27963236.000000 Penalty: 6146.893066
	Iteration 36Q: 3 clusters Score -2.796324e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236504 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -27963214.000000 Penalty: 6146.893066
	Iteration 37Q: 3 clusters Score -2.796321e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236627 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -27963248.000000 Penalty: 6146.893066
	Iteration 38Q: 3 clusters Score -2.796325e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236749 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -27963256.000000 Penalty: 6146.893066
	Iteration 39Q: 3 clusters Score -2.796326e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236855 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -27963202.000000 Penalty: 6146.893066
	Iteration 40F: 3 clusters Score -2.79632e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236966 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -27963234.000000 Penalty: 6146.893066
	Iteration 41Q: 3 clusters Score -2.796323e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237063 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -27963284.000000 Penalty: 6146.893066
	Iteration 42Q: 3 clusters Score -2.796328e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237142 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -27963254.000000 Penalty: 6146.893066
	Iteration 43Q: 3 clusters Score -2.796325e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237212 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -27963208.000000 Penalty: 6146.893066
	Iteration 44Q: 3 clusters Score -2.796321e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237269 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -27963246.000000 Penalty: 6146.893066
	Iteration 45Q: 3 clusters Score -2.796325e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237332 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -27963176.000000 Penalty: 6146.893066
	Iteration 46Q: 3 clusters Score -2.796318e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237391 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -27963182.000000 Penalty: 6146.893066
	Iteration 47Q: 3 clusters Score -2.796318e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237458 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -27963172.000000 Penalty: 6146.893066
	Iteration 48Q: 3 clusters Score -2.796317e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237521 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -27963150.000000 Penalty: 6146.893066
	Iteration 49Q: 3 clusters Score -2.796315e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237570 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -27963112.000000 Penalty: 6146.893066
	Iteration 50Q: 3 clusters Score -2.796311e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237611 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -27963078.000000 Penalty: 6146.893066
	Iteration 51Q: 3 clusters Score -2.796308e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237652 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -27963092.000000 Penalty: 6146.893066
	Iteration 52Q: 3 clusters Score -2.796309e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237693 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -27963100.000000 Penalty: 6146.893066
	Iteration 53Q: 3 clusters Score -2.79631e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237739 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -27963084.000000 Penalty: 6146.893066
	Iteration 54Q: 3 clusters Score -2.796308e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237781 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -27963078.000000 Penalty: 6146.893066
	Iteration 55Q: 3 clusters Score -2.796308e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237817 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -27963036.000000 Penalty: 6146.893066
	Iteration 56Q: 3 clusters Score -2.796304e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237851 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -27963032.000000 Penalty: 6146.893066
	Iteration 57Q: 3 clusters Score -2.796303e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237885 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -27963016.000000 Penalty: 6146.893066
	Iteration 58Q: 3 clusters Score -2.796302e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237918 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -27963004.000000 Penalty: 6146.893066
	Iteration 59Q: 3 clusters Score -2.7963e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237955 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -27963016.000000 Penalty: 6146.893066
	Iteration 60F: 3 clusters Score -2.796302e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237984 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -27963062.000000 Penalty: 6146.893066
	Iteration 61Q: 3 clusters Score -2.796306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238007 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -27963060.000000 Penalty: 6146.893066
	Iteration 62Q: 3 clusters Score -2.796306e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238036 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -27963060.000000 Penalty: 6146.893066
	Iteration 63Q: 3 clusters Score -2.796306e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238056 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -27963048.000000 Penalty: 6146.893066
	Iteration 64Q: 3 clusters Score -2.796305e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238079 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -27963064.000000 Penalty: 6146.893066
	Iteration 65Q: 3 clusters Score -2.796306e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238105 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -27963086.000000 Penalty: 6146.893066
	Iteration 66Q: 3 clusters Score -2.796309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238132 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -27963084.000000 Penalty: 6146.893066
	Iteration 67Q: 3 clusters Score -2.796308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238154 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -27963056.000000 Penalty: 6146.893066
	Iteration 68Q: 3 clusters Score -2.796306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238172 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -27963076.000000 Penalty: 6146.893066
	Iteration 69Q: 3 clusters Score -2.796308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238184 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -27963082.000000 Penalty: 6146.893066
	Iteration 70Q: 3 clusters Score -2.796308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238199 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -27963094.000000 Penalty: 6146.893066
	Iteration 71Q: 3 clusters Score -2.796309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238207 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -27963094.000000 Penalty: 6146.893066
	Iteration 72Q: 3 clusters Score -2.796309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238218 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -27963080.000000 Penalty: 6146.893066
	Iteration 73Q: 3 clusters Score -2.796308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238230 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -27963084.000000 Penalty: 6146.893066
	Iteration 74Q: 3 clusters Score -2.796308e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238249 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -27963072.000000 Penalty: 6146.893066
	Iteration 75Q: 3 clusters Score -2.796307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238267 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -27963052.000000 Penalty: 6146.893066
	Iteration 76Q: 3 clusters Score -2.796305e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238286 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -27963060.000000 Penalty: 6146.893066
	Iteration 77Q: 3 clusters Score -2.796306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238307 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -27963070.000000 Penalty: 6146.893066
	Iteration 78Q: 3 clusters Score -2.796307e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238329 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -27963042.000000 Penalty: 6146.893066
	Iteration 79Q: 3 clusters Score -2.796304e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238353 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -27963078.000000 Penalty: 6146.893066
	Iteration 80F: 3 clusters Score -2.796308e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238381 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -27963076.000000 Penalty: 6146.893066
	Iteration 81Q: 3 clusters Score -2.796308e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238414 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -27963068.000000 Penalty: 6146.893066
	Iteration 82Q: 3 clusters Score -2.796307e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238444 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -27963092.000000 Penalty: 6146.893066
	Iteration 83Q: 3 clusters Score -2.796309e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238474 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -27963112.000000 Penalty: 6146.893066
	Iteration 84Q: 3 clusters Score -2.796311e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238498 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -27963114.000000 Penalty: 6146.893066
	Iteration 85Q: 3 clusters Score -2.796311e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238523 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -27963126.000000 Penalty: 6146.893066
	Iteration 86Q: 3 clusters Score -2.796313e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238545 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -27963116.000000 Penalty: 6146.893066
	Iteration 87Q: 3 clusters Score -2.796312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238557 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -27963098.000000 Penalty: 6146.893066
	Iteration 88Q: 3 clusters Score -2.79631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238568 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -27963096.000000 Penalty: 6146.893066
	Iteration 89Q: 3 clusters Score -2.79631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238578 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -27963118.000000 Penalty: 6146.893066
	Iteration 90Q: 3 clusters Score -2.796312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238584 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -27963128.000000 Penalty: 6146.893066
	Iteration 91Q: 3 clusters Score -2.796313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238591 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -27963122.000000 Penalty: 6146.893066
	Iteration 92Q: 3 clusters Score -2.796312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238599 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -27963096.000000 Penalty: 6146.893066
	Iteration 93Q: 3 clusters Score -2.79631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238608 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -27963104.000000 Penalty: 6146.893066
	Iteration 94Q: 3 clusters Score -2.79631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238622 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -27963090.000000 Penalty: 6146.893066
	Iteration 95Q: 3 clusters Score -2.796309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238636 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -27963122.000000 Penalty: 6146.893066
	Iteration 96Q: 3 clusters Score -2.796312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238647 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -27963130.000000 Penalty: 6146.893066
	Iteration 97Q: 3 clusters Score -2.796313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238657 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -27963116.000000 Penalty: 6146.893066
	Iteration 98Q: 3 clusters Score -2.796312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238665 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -27963104.000000 Penalty: 6146.893066
	Iteration 99Q: 3 clusters Score -2.79631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238679 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -27963140.000000 Penalty: 6146.893066
	Iteration 100F: 3 clusters Score -2.796314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238691 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -27963136.000000 Penalty: 6146.893066
	Iteration 101Q: 3 clusters Score -2.796314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238697 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -27963146.000000 Penalty: 6146.893066
	Iteration 102Q: 3 clusters Score -2.796315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238708 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -27963112.000000 Penalty: 6146.893066
	Iteration 103Q: 3 clusters Score -2.796311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238719 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -27963126.000000 Penalty: 6146.893066
	Iteration 104Q: 3 clusters Score -2.796313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238729 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -27963094.000000 Penalty: 6146.893066
	Iteration 105Q: 3 clusters Score -2.796309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238736 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -27963104.000000 Penalty: 6146.893066
	Iteration 106Q: 3 clusters Score -2.79631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238743 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -27963090.000000 Penalty: 6146.893066
	Iteration 107Q: 3 clusters Score -2.796309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238752 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -27963114.000000 Penalty: 6146.893066
	Iteration 108Q: 3 clusters Score -2.796311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238760 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -27963102.000000 Penalty: 6146.893066
	Iteration 109Q: 3 clusters Score -2.79631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238770 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -27963118.000000 Penalty: 6146.893066
	Iteration 110Q: 3 clusters Score -2.796312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238776 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -27963110.000000 Penalty: 6146.893066
	Iteration 111Q: 3 clusters Score -2.796311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238780 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -27963114.000000 Penalty: 6146.893066
	Iteration 112Q: 3 clusters Score -2.796311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238780 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -27963108.000000 Penalty: 6146.893066
	Iteration 113Q: 3 clusters Score -2.796311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238782 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -27963110.000000 Penalty: 6146.893066
	Iteration 114Q: 3 clusters Score -2.796311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238785 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -27963112.000000 Penalty: 6146.893066
	Iteration 115Q: 3 clusters Score -2.796311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238792 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -27963108.000000 Penalty: 6146.893066
	Iteration 116Q: 3 clusters Score -2.796311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238800 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -27963104.000000 Penalty: 6146.893066
	Iteration 117Q: 3 clusters Score -2.79631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238807 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -27963116.000000 Penalty: 6146.893066
	Iteration 118Q: 3 clusters Score -2.796312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238816 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -27963118.000000 Penalty: 6146.893066
	Iteration 119Q: 3 clusters Score -2.796312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238824 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -27963114.000000 Penalty: 6146.893066
	Iteration 120F: 3 clusters Score -2.796311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238828 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -27963100.000000 Penalty: 6146.893066
	Iteration 121Q: 3 clusters Score -2.79631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238830 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -27963100.000000 Penalty: 6146.893066
	Iteration 122Q: 3 clusters Score -2.79631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238833 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -27963128.000000 Penalty: 6146.893066
	Iteration 123Q: 3 clusters Score -2.796313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238834 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -27963106.000000 Penalty: 6146.893066
	Iteration 124Q: 3 clusters Score -2.796311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238835 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -27963106.000000 Penalty: 6146.893066
	Iteration 125Q: 3 clusters Score -2.796311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238837 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -27963110.000000 Penalty: 6146.893066
	Iteration 126Q: 3 clusters Score -2.796311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238838 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -27963108.000000 Penalty: 6146.893066
	Iteration 127Q: 3 clusters Score -2.796311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238839 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -27963094.000000 Penalty: 6146.893066
	Iteration 128Q: 3 clusters Score -2.796309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238840 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -27963094.000000 Penalty: 6146.893066
	Iteration 129Q: 3 clusters Score -2.796309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238842 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -27963112.000000 Penalty: 6146.893066
	Iteration 130Q: 3 clusters Score -2.796311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238843 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -27963100.000000 Penalty: 6146.893066
	Iteration 131Q: 3 clusters Score -2.79631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238844 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -27963092.000000 Penalty: 6146.893066
	Iteration 132Q: 3 clusters Score -2.796309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238845 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -27963096.000000 Penalty: 6146.893066
	Iteration 133Q: 3 clusters Score -2.79631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238847 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -27963098.000000 Penalty: 6146.893066
	Iteration 134Q: 3 clusters Score -2.79631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238848 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -27963102.000000 Penalty: 6146.893066
	Iteration 135Q: 3 clusters Score -2.79631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238850 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -27963108.000000 Penalty: 6146.893066
	Iteration 136Q: 3 clusters Score -2.796311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238852 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -27963096.000000 Penalty: 6146.893066
	Iteration 137Q: 3 clusters Score -2.79631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238856 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -27963082.000000 Penalty: 6146.893066
	Iteration 138Q: 3 clusters Score -2.796308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238864 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -27963106.000000 Penalty: 6146.893066
	Iteration 139Q: 3 clusters Score -2.796311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238869 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -27963112.000000 Penalty: 6146.893066
	Iteration 140F: 3 clusters Score -2.796311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238874 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -27963096.000000 Penalty: 6146.893066
	Iteration 141Q: 3 clusters Score -2.79631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238879 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -27963106.000000 Penalty: 6146.893066
	Iteration 142Q: 3 clusters Score -2.796311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238886 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -27963128.000000 Penalty: 6146.893066
	Iteration 143Q: 3 clusters Score -2.796313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238888 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -27963122.000000 Penalty: 6146.893066
	Iteration 144Q: 3 clusters Score -2.796312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238888 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -27963122.000000 Penalty: 6146.893066
	Iteration 145F: 3 clusters Score -2.796312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Entering Unmasked Estep 
Score: -6173772.000000 Penalty: 2693.389160
	Iteration 0F: 2 clusters Score -6173772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -6138575.500000 Penalty: 5386.778320
	Iteration 0F: 3 clusters Score -6138576 nChanged 24140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -6152056.000000 Penalty: 5386.778320
	Iteration 1F: 3 clusters Score -6152056 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -6152631.000000 Penalty: 5386.778320
	Iteration 2Q: 3 clusters Score -6152631 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -6153105.000000 Penalty: 5386.778320
	Iteration 3Q: 3 clusters Score -6153105 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -6153646.500000 Penalty: 5386.778320
	Iteration 4Q: 3 clusters Score -6153646 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -6154236.500000 Penalty: 5386.778320
	Iteration 5Q: 3 clusters Score -6154236 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -6154941.500000 Penalty: 5386.778320
	Iteration 6Q: 3 clusters Score -6154942 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -6155680.500000 Penalty: 5386.778320
	Iteration 7Q: 3 clusters Score -6155680 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -6156602.000000 Penalty: 5386.778320
	Iteration 8Q: 3 clusters Score -6156602 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -6157914.500000 Penalty: 5386.778320
	Iteration 9Q: 3 clusters Score -6157914 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -6159767.500000 Penalty: 5386.778320
	Iteration 10F: 3 clusters Score -6159768 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -6161790.000000 Penalty: 5386.778320
	Iteration 11F: 3 clusters Score -6161790 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -6163461.000000 Penalty: 5386.778320
	Iteration 12F: 3 clusters Score -6163461 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -6164329.000000 Penalty: 5386.778320
	Iteration 13Q: 3 clusters Score -6164329 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -6164661.000000 Penalty: 5386.778320
	Iteration 14Q: 3 clusters Score -6164661 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -6164852.000000 Penalty: 5386.778320
	Iteration 15Q: 3 clusters Score -6164852 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -6164963.500000 Penalty: 5386.778320
	Iteration 16Q: 3 clusters Score -6164964 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -6165086.000000 Penalty: 5386.778320
	Iteration 17Q: 3 clusters Score -6165086 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -6165179.500000 Penalty: 5386.778320
	Iteration 18Q: 3 clusters Score -6165180 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -6165299.500000 Penalty: 5386.778320
	Iteration 19Q: 3 clusters Score -6165300 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -6165382.500000 Penalty: 5386.778320
	Iteration 20F: 3 clusters Score -6165382 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -6165479.500000 Penalty: 5386.778320
	Iteration 21Q: 3 clusters Score -6165480 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -6165552.000000 Penalty: 5386.778320
	Iteration 22Q: 3 clusters Score -6165552 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -6165610.000000 Penalty: 5386.778320
	Iteration 23Q: 3 clusters Score -6165610 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -6165718.500000 Penalty: 5386.778320
	Iteration 24Q: 3 clusters Score -6165718 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -6165783.500000 Penalty: 5386.778320
	Iteration 25Q: 3 clusters Score -6165784 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -6165877.000000 Penalty: 5386.778320
	Iteration 26Q: 3 clusters Score -6165877 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -6165960.000000 Penalty: 5386.778320
	Iteration 27Q: 3 clusters Score -6165960 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -6166030.500000 Penalty: 5386.778320
	Iteration 28Q: 3 clusters Score -6166030 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -6166094.000000 Penalty: 5386.778320
	Iteration 29Q: 3 clusters Score -6166094 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -6166194.000000 Penalty: 5386.778320
	Iteration 30Q: 3 clusters Score -6166194 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -6166270.000000 Penalty: 5386.778320
	Iteration 31Q: 3 clusters Score -6166270 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -6166319.500000 Penalty: 5386.778320
	Iteration 32Q: 3 clusters Score -6166320 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -6166430.500000 Penalty: 5386.778320
	Iteration 33Q: 3 clusters Score -6166430 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -6166552.000000 Penalty: 5386.778320
	Iteration 34Q: 3 clusters Score -6166552 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -6166644.500000 Penalty: 5386.778320
	Iteration 35Q: 3 clusters Score -6166644 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -6166754.500000 Penalty: 5386.778320
	Iteration 36Q: 3 clusters Score -6166754 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -6166821.500000 Penalty: 5386.778320
	Iteration 37Q: 3 clusters Score -6166822 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -6166896.000000 Penalty: 5386.778320
	Iteration 38Q: 3 clusters Score -6166896 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -6166938.500000 Penalty: 5386.778320
	Iteration 39Q: 3 clusters Score -6166938 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -6166974.000000 Penalty: 5386.778320
	Iteration 40F: 3 clusters Score -6166974 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -6166994.500000 Penalty: 5386.778320
	Iteration 41Q: 3 clusters Score -6166994 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -6167009.000000 Penalty: 5386.778320
	Iteration 42Q: 3 clusters Score -6167009 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -6167029.000000 Penalty: 5386.778320
	Iteration 43Q: 3 clusters Score -6167029 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -6167066.500000 Penalty: 5386.778320
	Iteration 44Q: 3 clusters Score -6167066 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -6167100.000000 Penalty: 5386.778320
	Iteration 45Q: 3 clusters Score -6167100 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -6167118.000000 Penalty: 5386.778320
	Iteration 46Q: 3 clusters Score -6167118 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -6167174.500000 Penalty: 5386.778320
	Iteration 47Q: 3 clusters Score -6167174 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -6167178.500000 Penalty: 5386.778320
	Iteration 48Q: 3 clusters Score -6167178 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -6167214.000000 Penalty: 5386.778320
	Iteration 49Q: 3 clusters Score -6167214 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -6167217.500000 Penalty: 5386.778320
	Iteration 50Q: 3 clusters Score -6167218 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -6167237.000000 Penalty: 5386.778320
	Iteration 51Q: 3 clusters Score -6167237 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -6167248.500000 Penalty: 5386.778320
	Iteration 52Q: 3 clusters Score -6167248 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -6167255.000000 Penalty: 5386.778320
	Iteration 53Q: 3 clusters Score -6167255 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -6167264.500000 Penalty: 5386.778320
	Iteration 54Q: 3 clusters Score -6167264 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -6167293.500000 Penalty: 5386.778320
	Iteration 55Q: 3 clusters Score -6167294 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -6167302.000000 Penalty: 5386.778320
	Iteration 56Q: 3 clusters Score -6167302 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -6167325.000000 Penalty: 5386.778320
	Iteration 57Q: 3 clusters Score -6167325 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -6167343.000000 Penalty: 5386.778320
	Iteration 58Q: 3 clusters Score -6167343 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -6167375.500000 Penalty: 5386.778320
	Iteration 59Q: 3 clusters Score -6167376 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -6167391.500000 Penalty: 5386.778320
	Iteration 60F: 3 clusters Score -6167392 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -6167393.500000 Penalty: 5386.778320
	Iteration 61Q: 3 clusters Score -6167394 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -6167406.000000 Penalty: 5386.778320
	Iteration 62Q: 3 clusters Score -6167406 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -6167436.500000 Penalty: 5386.778320
	Iteration 63Q: 3 clusters Score -6167436 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -6167467.500000 Penalty: 5386.778320
	Iteration 64Q: 3 clusters Score -6167468 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -6167506.000000 Penalty: 5386.778320
	Iteration 65Q: 3 clusters Score -6167506 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -6167522.500000 Penalty: 5386.778320
	Iteration 66Q: 3 clusters Score -6167522 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -6167532.000000 Penalty: 5386.778320
	Iteration 67Q: 3 clusters Score -6167532 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -6167574.500000 Penalty: 5386.778320
	Iteration 68Q: 3 clusters Score -6167574 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -6167639.500000 Penalty: 5386.778320
	Iteration 69Q: 3 clusters Score -6167640 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -6167686.000000 Penalty: 5386.778320
	Iteration 70Q: 3 clusters Score -6167686 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -6167697.500000 Penalty: 5386.778320
	Iteration 71Q: 3 clusters Score -6167698 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -6167731.000000 Penalty: 5386.778320
	Iteration 72Q: 3 clusters Score -6167731 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -6167763.500000 Penalty: 5386.778320
	Iteration 73Q: 3 clusters Score -6167764 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -6167824.500000 Penalty: 5386.778320
	Iteration 74Q: 3 clusters Score -6167824 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -6167872.000000 Penalty: 5386.778320
	Iteration 75Q: 3 clusters Score -6167872 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -6167908.000000 Penalty: 5386.778320
	Iteration 76Q: 3 clusters Score -6167908 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -6167966.000000 Penalty: 5386.778320
	Iteration 77Q: 3 clusters Score -6167966 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -6168020.500000 Penalty: 5386.778320
	Iteration 78Q: 3 clusters Score -6168020 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -6168119.500000 Penalty: 5386.778320
	Iteration 79Q: 3 clusters Score -6168120 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -6168209.500000 Penalty: 5386.778320
	Iteration 80F: 3 clusters Score -6168210 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -6168296.500000 Penalty: 5386.778320
	Iteration 81Q: 3 clusters Score -6168296 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -6168406.000000 Penalty: 5386.778320
	Iteration 82Q: 3 clusters Score -6168406 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -6168573.500000 Penalty: 5386.778320
	Iteration 83Q: 3 clusters Score -6168574 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -6168674.500000 Penalty: 5386.778320
	Iteration 84Q: 3 clusters Score -6168674 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -6168785.000000 Penalty: 5386.778320
	Iteration 85Q: 3 clusters Score -6168785 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -6168899.500000 Penalty: 5386.778320
	Iteration 86Q: 3 clusters Score -6168900 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -6169043.000000 Penalty: 5386.778320
	Iteration 87Q: 3 clusters Score -6169043 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -6169181.000000 Penalty: 5386.778320
	Iteration 88Q: 3 clusters Score -6169181 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -6169258.000000 Penalty: 5386.778320
	Iteration 89Q: 3 clusters Score -6169258 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -6169402.500000 Penalty: 5386.778320
	Iteration 90Q: 3 clusters Score -6169402 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -6169505.000000 Penalty: 5386.778320
	Iteration 91Q: 3 clusters Score -6169505 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -6169626.500000 Penalty: 5386.778320
	Iteration 92Q: 3 clusters Score -6169626 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -6169749.000000 Penalty: 5386.778320
	Iteration 93Q: 3 clusters Score -6169749 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -6169874.500000 Penalty: 5386.778320
	Iteration 94Q: 3 clusters Score -6169874 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -6170004.000000 Penalty: 5386.778320
	Iteration 95Q: 3 clusters Score -6170004 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -6170119.500000 Penalty: 5386.778320
	Iteration 96Q: 3 clusters Score -6170120 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -6170219.500000 Penalty: 5386.778320
	Iteration 97Q: 3 clusters Score -6170220 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -6170318.500000 Penalty: 5386.778320
	Iteration 98Q: 3 clusters Score -6170318 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -6170414.000000 Penalty: 5386.778320
	Iteration 99Q: 3 clusters Score -6170414 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -6170473.500000 Penalty: 5386.778320
	Iteration 100F: 3 clusters Score -6170474 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -6170545.000000 Penalty: 5386.778320
	Iteration 101Q: 3 clusters Score -6170545 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -6170615.000000 Penalty: 5386.778320
	Iteration 102Q: 3 clusters Score -6170615 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -6170698.500000 Penalty: 5386.778320
	Iteration 103Q: 3 clusters Score -6170698 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -6170740.000000 Penalty: 5386.778320
	Iteration 104Q: 3 clusters Score -6170740 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -6170789.000000 Penalty: 5386.778320
	Iteration 105Q: 3 clusters Score -6170789 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -6170874.000000 Penalty: 5386.778320
	Iteration 106Q: 3 clusters Score -6170874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -6170928.500000 Penalty: 5386.778320
	Iteration 107Q: 3 clusters Score -6170928 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -6170992.000000 Penalty: 5386.778320
	Iteration 108Q: 3 clusters Score -6170992 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -6171051.500000 Penalty: 5386.778320
	Iteration 109Q: 3 clusters Score -6171052 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -6171120.000000 Penalty: 5386.778320
	Iteration 110Q: 3 clusters Score -6171120 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -6171162.500000 Penalty: 5386.778320
	Iteration 111Q: 3 clusters Score -6171162 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -6171196.500000 Penalty: 5386.778320
	Iteration 112Q: 3 clusters Score -6171196 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -6171231.000000 Penalty: 5386.778320
	Iteration 113Q: 3 clusters Score -6171231 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -6171251.000000 Penalty: 5386.778320
	Iteration 114Q: 3 clusters Score -6171251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -6171286.000000 Penalty: 5386.778320
	Iteration 115Q: 3 clusters Score -6171286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -6171290.500000 Penalty: 5386.778320
	Iteration 116Q: 3 clusters Score -6171290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -6171300.000000 Penalty: 5386.778320
	Iteration 117Q: 3 clusters Score -6171300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -6171303.000000 Penalty: 5386.778320
	Iteration 118Q: 3 clusters Score -6171303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -6171310.000000 Penalty: 5386.778320
	Iteration 119Q: 3 clusters Score -6171310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -6171327.000000 Penalty: 5386.778320
	Iteration 120F: 3 clusters Score -6171327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -6171327.000000 Penalty: 5386.778320
	Iteration 121Q: 3 clusters Score -6171327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -6171335.000000 Penalty: 5386.778320
	Iteration 122Q: 3 clusters Score -6171335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -6171341.500000 Penalty: 5386.778320
	Iteration 123Q: 3 clusters Score -6171342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -6171360.000000 Penalty: 5386.778320
	Iteration 124Q: 3 clusters Score -6171360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -6171372.500000 Penalty: 5386.778320
	Iteration 125Q: 3 clusters Score -6171372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -6171369.000000 Penalty: 5386.778320
	Iteration 126Q: 3 clusters Score -6171369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -6171372.000000 Penalty: 5386.778320
	Iteration 127Q: 3 clusters Score -6171372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -6171368.500000 Penalty: 5386.778320
	Iteration 128Q: 3 clusters Score -6171368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -6171375.500000 Penalty: 5386.778320
	Iteration 129Q: 3 clusters Score -6171376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -6171390.000000 Penalty: 5386.778320
	Iteration 130Q: 3 clusters Score -6171390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -6171391.000000 Penalty: 5386.778320
	Iteration 131Q: 3 clusters Score -6171391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -6171411.000000 Penalty: 5386.778320
	Iteration 132Q: 3 clusters Score -6171411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -6171410.000000 Penalty: 5386.778320
	Iteration 133Q: 3 clusters Score -6171410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -6171409.500000 Penalty: 5386.778320
	Iteration 134Q: 3 clusters Score -6171410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -6171405.500000 Penalty: 5386.778320
	Iteration 135Q: 3 clusters Score -6171406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -6171420.500000 Penalty: 5386.778320
	Iteration 136Q: 3 clusters Score -6171420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -6171426.000000 Penalty: 5386.778320
	Iteration 137Q: 3 clusters Score -6171426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -6171433.500000 Penalty: 5386.778320
	Iteration 138Q: 3 clusters Score -6171434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -6171426.500000 Penalty: 5386.778320
	Iteration 139Q: 3 clusters Score -6171426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -6171426.000000 Penalty: 5386.778320
	Iteration 140F: 3 clusters Score -6171426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -6171444.000000 Penalty: 5386.778320
	Iteration 141Q: 3 clusters Score -6171444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -6171445.500000 Penalty: 5386.778320
	Iteration 142Q: 3 clusters Score -6171446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -6171444.500000 Penalty: 5386.778320
	Iteration 143Q: 3 clusters Score -6171444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -6171452.000000 Penalty: 5386.778320
	Iteration 144Q: 3 clusters Score -6171452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -6171459.000000 Penalty: 5386.778320
	Iteration 145Q: 3 clusters Score -6171459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -6171453.500000 Penalty: 5386.778320
	Iteration 146Q: 3 clusters Score -6171454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -6171457.500000 Penalty: 5386.778320
	Iteration 147Q: 3 clusters Score -6171458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -6171458.000000 Penalty: 5386.778320
	Iteration 148Q: 3 clusters Score -6171458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -6171460.500000 Penalty: 5386.778320
	Iteration 149Q: 3 clusters Score -6171460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -6171460.500000 Penalty: 5386.778320
	Iteration 150Q: 3 clusters Score -6171460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -6171461.000000 Penalty: 5386.778320
	Iteration 151Q: 3 clusters Score -6171461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -6171469.000000 Penalty: 5386.778320
	Iteration 152Q: 3 clusters Score -6171469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -6171473.000000 Penalty: 5386.778320
	Iteration 153Q: 3 clusters Score -6171473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -6171474.500000 Penalty: 5386.778320
	Iteration 154Q: 3 clusters Score -6171474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -6171483.000000 Penalty: 5386.778320
	Iteration 155Q: 3 clusters Score -6171483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -6171478.500000 Penalty: 5386.778320
	Iteration 156Q: 3 clusters Score -6171478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -6171488.000000 Penalty: 5386.778320
	Iteration 157Q: 3 clusters Score -6171488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -6171491.000000 Penalty: 5386.778320
	Iteration 158Q: 3 clusters Score -6171491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -6171493.500000 Penalty: 5386.778320
	Iteration 159Q: 3 clusters Score -6171494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -6171486.000000 Penalty: 5386.778320
	Iteration 160F: 3 clusters Score -6171486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -6171487.000000 Penalty: 5386.778320
	Iteration 161Q: 3 clusters Score -6171487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -6171490.500000 Penalty: 5386.778320
	Iteration 162Q: 3 clusters Score -6171490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -6171488.500000 Penalty: 5386.778320
	Iteration 163Q: 3 clusters Score -6171488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -6171490.000000 Penalty: 5386.778320
	Iteration 164Q: 3 clusters Score -6171490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -6171491.500000 Penalty: 5386.778320
	Iteration 165Q: 3 clusters Score -6171492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -6171490.000000 Penalty: 5386.778320
	Iteration 166Q: 3 clusters Score -6171490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -6171489.000000 Penalty: 5386.778320
	Iteration 167Q: 3 clusters Score -6171489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -6171489.000000 Penalty: 5386.778320
	Iteration 168F: 3 clusters Score -6171489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39192 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180690 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14197 members 
Mstep: Class 14 contains 20806 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241091 members 
Mstep: Class 19 contains 52075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658760.000000 Penalty: 43162.746094
Iteration 319Q: 14 clusters Score -7.465876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39192 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180694 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14197 members 
Mstep: Class 14 contains 20804 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241087 members 
Mstep: Class 19 contains 52077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658768.000000 Penalty: 43162.746094
Iteration 320F: 14 clusters Score -7.465877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39191 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180695 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14197 members 
Mstep: Class 14 contains 20804 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241086 members 
Mstep: Class 19 contains 52077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658728.000000 Penalty: 43162.746094
Iteration 321Q: 14 clusters Score -7.465873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39190 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180701 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14197 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241080 members 
Mstep: Class 19 contains 52077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658728.000000 Penalty: 43162.746094
Iteration 322Q: 14 clusters Score -7.465873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39190 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180706 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14196 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241075 members 
Mstep: Class 19 contains 52077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658744.000000 Penalty: 43162.746094
Iteration 323Q: 14 clusters Score -7.465874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39190 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180708 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241075 members 
Mstep: Class 19 contains 52076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658768.000000 Penalty: 43162.746094
Iteration 324Q: 14 clusters Score -7.465877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39190 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180712 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241071 members 
Mstep: Class 19 contains 52076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658736.000000 Penalty: 43162.746094
Iteration 325Q: 14 clusters Score -7.465874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39190 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180713 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241068 members 
Mstep: Class 19 contains 52077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658792.000000 Penalty: 43162.746094
Iteration 326Q: 14 clusters Score -7.465879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39190 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180716 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241065 members 
Mstep: Class 19 contains 52077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658800.000000 Penalty: 43162.746094
Iteration 327Q: 14 clusters Score -7.46588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39189 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180715 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241067 members 
Mstep: Class 19 contains 52077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658800.000000 Penalty: 43162.746094
Iteration 328Q: 14 clusters Score -7.46588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39188 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180713 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241069 members 
Mstep: Class 19 contains 52078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658752.000000 Penalty: 43162.746094
Iteration 329Q: 14 clusters Score -7.465875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39188 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180715 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241067 members 
Mstep: Class 19 contains 52078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658768.000000 Penalty: 43162.746094
Iteration 330Q: 14 clusters Score -7.465877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39188 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180716 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241066 members 
Mstep: Class 19 contains 52078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658760.000000 Penalty: 43162.746094
Iteration 331Q: 14 clusters Score -7.465876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39187 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180720 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241063 members 
Mstep: Class 19 contains 52078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658752.000000 Penalty: 43162.746094
Iteration 332Q: 14 clusters Score -7.465875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39187 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180722 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 17 contains 241060 members 
Mstep: Class 19 contains 52079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658792.000000 Penalty: 43162.746094
Iteration 333Q: 14 clusters Score -7.465879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39186 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180723 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241059 members 
Mstep: Class 19 contains 52079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658768.000000 Penalty: 43162.746094
Iteration 334Q: 14 clusters Score -7.465877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39184 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180723 members 
Mstep: Class 10 contains 24218 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241059 members 
Mstep: Class 19 contains 52081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658776.000000 Penalty: 43162.746094
Iteration 335Q: 14 clusters Score -7.465878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39184 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180723 members 
Mstep: Class 10 contains 24219 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241056 members 
Mstep: Class 19 contains 52083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658760.000000 Penalty: 43162.746094
Iteration 336Q: 14 clusters Score -7.465876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39184 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180725 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241051 members 
Mstep: Class 19 contains 52085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658760.000000 Penalty: 43162.746094
Iteration 337Q: 14 clusters Score -7.465876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18549 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39184 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180728 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241047 members 
Mstep: Class 19 contains 52086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658768.000000 Penalty: 43162.746094
Iteration 338Q: 14 clusters Score -7.465877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39184 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180728 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241048 members 
Mstep: Class 19 contains 52086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658776.000000 Penalty: 43162.746094
Iteration 339Q: 14 clusters Score -7.465878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39184 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180728 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241049 members 
Mstep: Class 19 contains 52086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658784.000000 Penalty: 43162.746094
Iteration 340F: 14 clusters Score -7.465878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39184 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180727 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241050 members 
Mstep: Class 19 contains 52086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658784.000000 Penalty: 43162.746094
Iteration 341Q: 14 clusters Score -7.465878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39184 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180725 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241052 members 
Mstep: Class 19 contains 52086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658800.000000 Penalty: 43162.746094
Iteration 342Q: 14 clusters Score -7.46588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39183 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180725 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241054 members 
Mstep: Class 19 contains 52085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658800.000000 Penalty: 43162.746094
Iteration 343Q: 14 clusters Score -7.46588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39183 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180727 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241052 members 
Mstep: Class 19 contains 52085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658808.000000 Penalty: 43162.746094
Iteration 344Q: 14 clusters Score -7.465881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39183 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180728 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241051 members 
Mstep: Class 19 contains 52085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658800.000000 Penalty: 43162.746094
Iteration 345Q: 14 clusters Score -7.46588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39183 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180727 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241052 members 
Mstep: Class 19 contains 52085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658768.000000 Penalty: 43162.746094
Iteration 346Q: 14 clusters Score -7.465877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39182 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180727 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241053 members 
Mstep: Class 19 contains 52085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658792.000000 Penalty: 43162.746094
Iteration 347Q: 14 clusters Score -7.465879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 5 contains 27928 members 
Mstep: Class 6 contains 39182 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 180727 members 
Mstep: Class 10 contains 24220 members 
Mstep: Class 13 contains 14195 members 
Mstep: Class 14 contains 20805 members 
Mstep: Class 15 contains 17545 members 
Mstep: Class 17 contains 241053 members 
Mstep: Class 19 contains 52085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74658792.000000 Penalty: 43162.746094
Iteration 348F: 14 clusters Score -7.465879e+07 nChanged 0
Entering ConstructFrom: 
Score: -74658792.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 1 (13758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Entering Unmasked Estep 
Score: -1629229.000000 Penalty: 2363.285156
	Iteration 0F: 2 clusters Score -1629229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1619097.125000 Penalty: 4726.570312
	Iteration 0F: 3 clusters Score -1619097 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1622166.000000 Penalty: 4726.570312
	Iteration 1F: 3 clusters Score -1622166 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1622536.000000 Penalty: 4726.570312
	Iteration 2F: 3 clusters Score -1622536 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1622841.250000 Penalty: 4726.570312
	Iteration 3F: 3 clusters Score -1622841 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1623138.250000 Penalty: 4726.570312
	Iteration 4Q: 3 clusters Score -1623138 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1623439.250000 Penalty: 4726.570312
	Iteration 5Q: 3 clusters Score -1623439 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1623762.875000 Penalty: 4726.570312
	Iteration 6Q: 3 clusters Score -1623763 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1624113.250000 Penalty: 4726.570312
	Iteration 7Q: 3 clusters Score -1624113 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1624503.625000 Penalty: 4726.570312
	Iteration 8Q: 3 clusters Score -1624504 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1624899.125000 Penalty: 4726.570312
	Iteration 9Q: 3 clusters Score -1624899 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1625305.250000 Penalty: 4726.570312
	Iteration 10Q: 3 clusters Score -1625305 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1625669.125000 Penalty: 4726.570312
	Iteration 11Q: 3 clusters Score -1625669 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1625946.625000 Penalty: 4726.570312
	Iteration 12Q: 3 clusters Score -1625947 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1626168.250000 Penalty: 4726.570312
	Iteration 13Q: 3 clusters Score -1626168 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1626352.500000 Penalty: 4726.570312
	Iteration 14Q: 3 clusters Score -1626352 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1626476.500000 Penalty: 4726.570312
	Iteration 15Q: 3 clusters Score -1626476 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1626577.250000 Penalty: 4726.570312
	Iteration 16Q: 3 clusters Score -1626577 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1626653.375000 Penalty: 4726.570312
	Iteration 17Q: 3 clusters Score -1626653 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1626713.125000 Penalty: 4726.570312
	Iteration 18Q: 3 clusters Score -1626713 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1626765.750000 Penalty: 4726.570312
	Iteration 19Q: 3 clusters Score -1626766 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1626802.500000 Penalty: 4726.570312
	Iteration 20F: 3 clusters Score -1626802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1626847.500000 Penalty: 4726.570312
	Iteration 21Q: 3 clusters Score -1626848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1626892.500000 Penalty: 4726.570312
	Iteration 22Q: 3 clusters Score -1626892 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1626926.750000 Penalty: 4726.570312
	Iteration 23Q: 3 clusters Score -1626927 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1626953.500000 Penalty: 4726.570312
	Iteration 24Q: 3 clusters Score -1626954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1626976.750000 Penalty: 4726.570312
	Iteration 25Q: 3 clusters Score -1626977 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1626999.500000 Penalty: 4726.570312
	Iteration 26Q: 3 clusters Score -1627000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1627019.125000 Penalty: 4726.570312
	Iteration 27Q: 3 clusters Score -1627019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1627031.875000 Penalty: 4726.570312
	Iteration 28Q: 3 clusters Score -1627032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1627054.875000 Penalty: 4726.570312
	Iteration 29Q: 3 clusters Score -1627055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1627070.250000 Penalty: 4726.570312
	Iteration 30Q: 3 clusters Score -1627070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1627083.750000 Penalty: 4726.570312
	Iteration 31Q: 3 clusters Score -1627084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1627108.625000 Penalty: 4726.570312
	Iteration 32Q: 3 clusters Score -1627109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1627121.875000 Penalty: 4726.570312
	Iteration 33Q: 3 clusters Score -1627122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1627131.375000 Penalty: 4726.570312
	Iteration 34Q: 3 clusters Score -1627131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1627140.500000 Penalty: 4726.570312
	Iteration 35Q: 3 clusters Score -1627140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1627153.625000 Penalty: 4726.570312
	Iteration 36Q: 3 clusters Score -1627154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1627162.250000 Penalty: 4726.570312
	Iteration 37Q: 3 clusters Score -1627162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1627170.625000 Penalty: 4726.570312
	Iteration 38Q: 3 clusters Score -1627171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1627173.875000 Penalty: 4726.570312
	Iteration 39Q: 3 clusters Score -1627174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1627180.000000 Penalty: 4726.570312
	Iteration 40F: 3 clusters Score -1627180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1627183.250000 Penalty: 4726.570312
	Iteration 41Q: 3 clusters Score -1627183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1627184.625000 Penalty: 4726.570312
	Iteration 42Q: 3 clusters Score -1627185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1627193.250000 Penalty: 4726.570312
	Iteration 43Q: 3 clusters Score -1627193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1627199.375000 Penalty: 4726.570312
	Iteration 44Q: 3 clusters Score -1627199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1627208.750000 Penalty: 4726.570312
	Iteration 45Q: 3 clusters Score -1627209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1627217.625000 Penalty: 4726.570312
	Iteration 46Q: 3 clusters Score -1627218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1627229.375000 Penalty: 4726.570312
	Iteration 47Q: 3 clusters Score -1627229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1627238.000000 Penalty: 4726.570312
	Iteration 48Q: 3 clusters Score -1627238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1627243.250000 Penalty: 4726.570312
	Iteration 49Q: 3 clusters Score -1627243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1627248.750000 Penalty: 4726.570312
	Iteration 50Q: 3 clusters Score -1627249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1627253.875000 Penalty: 4726.570312
	Iteration 51Q: 3 clusters Score -1627254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1627259.000000 Penalty: 4726.570312
	Iteration 52Q: 3 clusters Score -1627259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1627261.375000 Penalty: 4726.570312
	Iteration 53Q: 3 clusters Score -1627261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1627266.375000 Penalty: 4726.570312
	Iteration 54Q: 3 clusters Score -1627266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1627270.125000 Penalty: 4726.570312
	Iteration 55Q: 3 clusters Score -1627270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1627274.250000 Penalty: 4726.570312
	Iteration 56Q: 3 clusters Score -1627274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1627279.125000 Penalty: 4726.570312
	Iteration 57Q: 3 clusters Score -1627279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1627277.125000 Penalty: 4726.570312
	Iteration 58Q: 3 clusters Score -1627277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1627281.750000 Penalty: 4726.570312
	Iteration 59Q: 3 clusters Score -1627282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1627284.125000 Penalty: 4726.570312
	Iteration 60F: 3 clusters Score -1627284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1627289.750000 Penalty: 4726.570312
	Iteration 61Q: 3 clusters Score -1627290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1627293.000000 Penalty: 4726.570312
	Iteration 62Q: 3 clusters Score -1627293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1627295.000000 Penalty: 4726.570312
	Iteration 63Q: 3 clusters Score -1627295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1627295.500000 Penalty: 4726.570312
	Iteration 64Q: 3 clusters Score -1627296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1627297.875000 Penalty: 4726.570312
	Iteration 65Q: 3 clusters Score -1627298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1627300.375000 Penalty: 4726.570312
	Iteration 66Q: 3 clusters Score -1627300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1627302.375000 Penalty: 4726.570312
	Iteration 67Q: 3 clusters Score -1627302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1627303.250000 Penalty: 4726.570312
	Iteration 68Q: 3 clusters Score -1627303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1627303.250000 Penalty: 4726.570312
	Iteration 69F: 3 clusters Score -1627303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -69375.601562 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -69375.6 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 309 members 
Entering Unmasked Estep 
Score: -67735.156250 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -67735.16 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67945.664062 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -67945.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68014.335938 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -68014.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68031.960938 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -68031.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68035.015625 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -68035.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68039.601562 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -68039.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68044.835938 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -68044.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68048.585938 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -68048.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68048.585938 Penalty: 3197.863525
	Iteration 8F: 3 clusters Score -68048.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Entering Unmasked Estep 
Score: -2158555.250000 Penalty: 2437.359619
	Iteration 0F: 2 clusters Score -2158555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2145393.750000 Penalty: 4874.719238
	Iteration 0F: 3 clusters Score -2145394 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2149723.500000 Penalty: 4874.719238
	Iteration 1F: 3 clusters Score -2149724 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2150138.000000 Penalty: 4874.719238
	Iteration 2F: 3 clusters Score -2150138 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2150563.000000 Penalty: 4874.719238
	Iteration 3Q: 3 clusters Score -2150563 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2151038.250000 Penalty: 4874.719238
	Iteration 4Q: 3 clusters Score -2151038 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2151643.000000 Penalty: 4874.719238
	Iteration 5Q: 3 clusters Score -2151643 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2152384.750000 Penalty: 4874.719238
	Iteration 6F: 3 clusters Score -2152385 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2153203.500000 Penalty: 4874.719238
	Iteration 7F: 3 clusters Score -2153204 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2154058.000000 Penalty: 4874.719238
	Iteration 8F: 3 clusters Score -2154058 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2154889.750000 Penalty: 4874.719238
	Iteration 9F: 3 clusters Score -2154890 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2155614.000000 Penalty: 4874.719238
	Iteration 10F: 3 clusters Score -2155614 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2156232.750000 Penalty: 4874.719238
	Iteration 11Q: 3 clusters Score -2156233 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2156681.250000 Penalty: 4874.719238
	Iteration 12Q: 3 clusters Score -2156681 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2157002.750000 Penalty: 4874.719238
	Iteration 13Q: 3 clusters Score -2157003 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2157213.750000 Penalty: 4874.719238
	Iteration 14Q: 3 clusters Score -2157214 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2157391.000000 Penalty: 4874.719238
	Iteration 15Q: 3 clusters Score -2157391 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2157530.000000 Penalty: 4874.719238
	Iteration 16Q: 3 clusters Score -2157530 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2157633.000000 Penalty: 4874.719238
	Iteration 17Q: 3 clusters Score -2157633 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2157708.750000 Penalty: 4874.719238
	Iteration 18Q: 3 clusters Score -2157709 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2157761.000000 Penalty: 4874.719238
	Iteration 19Q: 3 clusters Score -2157761 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2157793.000000 Penalty: 4874.719238
	Iteration 20F: 3 clusters Score -2157793 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2157823.500000 Penalty: 4874.719238
	Iteration 21Q: 3 clusters Score -2157824 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2157833.500000 Penalty: 4874.719238
	Iteration 22Q: 3 clusters Score -2157834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2157849.000000 Penalty: 4874.719238
	Iteration 23Q: 3 clusters Score -2157849 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2157861.250000 Penalty: 4874.719238
	Iteration 24Q: 3 clusters Score -2157861 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2157880.500000 Penalty: 4874.719238
	Iteration 25Q: 3 clusters Score -2157880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2157884.500000 Penalty: 4874.719238
	Iteration 26Q: 3 clusters Score -2157884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2157891.750000 Penalty: 4874.719238
	Iteration 27Q: 3 clusters Score -2157892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2157900.000000 Penalty: 4874.719238
	Iteration 28Q: 3 clusters Score -2157900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2157901.750000 Penalty: 4874.719238
	Iteration 29Q: 3 clusters Score -2157902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2157905.000000 Penalty: 4874.719238
	Iteration 30Q: 3 clusters Score -2157905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2157910.500000 Penalty: 4874.719238
	Iteration 31Q: 3 clusters Score -2157910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2157911.750000 Penalty: 4874.719238
	Iteration 32Q: 3 clusters Score -2157912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2157911.250000 Penalty: 4874.719238
	Iteration 33Q: 3 clusters Score -2157911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2157916.250000 Penalty: 4874.719238
	Iteration 34Q: 3 clusters Score -2157916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2157918.750000 Penalty: 4874.719238
	Iteration 35Q: 3 clusters Score -2157919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2157921.250000 Penalty: 4874.719238
	Iteration 36Q: 3 clusters Score -2157921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2157916.500000 Penalty: 4874.719238
	Iteration 37Q: 3 clusters Score -2157916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2157919.750000 Penalty: 4874.719238
	Iteration 38Q: 3 clusters Score -2157920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2157919.000000 Penalty: 4874.719238
	Iteration 39Q: 3 clusters Score -2157919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2157916.750000 Penalty: 4874.719238
	Iteration 40F: 3 clusters Score -2157917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2157920.250000 Penalty: 4874.719238
	Iteration 41Q: 3 clusters Score -2157920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2157919.750000 Penalty: 4874.719238
	Iteration 42Q: 3 clusters Score -2157920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2157922.500000 Penalty: 4874.719238
	Iteration 43Q: 3 clusters Score -2157922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2157921.500000 Penalty: 4874.719238
	Iteration 44Q: 3 clusters Score -2157922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2157921.250000 Penalty: 4874.719238
	Iteration 45Q: 3 clusters Score -2157921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2157921.250000 Penalty: 4874.719238
	Iteration 46F: 3 clusters Score -2157921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Entering Unmasked Estep 
Score: -3239257.750000 Penalty: 2538.871338
	Iteration 0F: 2 clusters Score -3239258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3220057.750000 Penalty: 5077.742676
	Iteration 0F: 3 clusters Score -3220058 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3226830.250000 Penalty: 5077.742676
	Iteration 1F: 3 clusters Score -3226830 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3227373.750000 Penalty: 5077.742676
	Iteration 2Q: 3 clusters Score -3227374 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -3227999.000000 Penalty: 5077.742676
	Iteration 3Q: 3 clusters Score -3227999 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3228603.750000 Penalty: 5077.742676
	Iteration 4Q: 3 clusters Score -3228604 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -3229270.750000 Penalty: 5077.742676
	Iteration 5F: 3 clusters Score -3229271 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3230076.250000 Penalty: 5077.742676
	Iteration 6F: 3 clusters Score -3230076 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -3231077.250000 Penalty: 5077.742676
	Iteration 7F: 3 clusters Score -3231077 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -3232430.250000 Penalty: 5077.742676
	Iteration 8F: 3 clusters Score -3232430 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3233962.500000 Penalty: 5077.742676
	Iteration 9F: 3 clusters Score -3233962 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3235372.750000 Penalty: 5077.742676
	Iteration 10F: 3 clusters Score -3235373 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3236451.500000 Penalty: 5077.742676
	Iteration 11Q: 3 clusters Score -3236452 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3237085.500000 Penalty: 5077.742676
	Iteration 12Q: 3 clusters Score -3237086 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3237476.250000 Penalty: 5077.742676
	Iteration 13Q: 3 clusters Score -3237476 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3237705.000000 Penalty: 5077.742676
	Iteration 14Q: 3 clusters Score -3237705 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3237829.000000 Penalty: 5077.742676
	Iteration 15Q: 3 clusters Score -3237829 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3237892.000000 Penalty: 5077.742676
	Iteration 16Q: 3 clusters Score -3237892 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3237960.750000 Penalty: 5077.742676
	Iteration 17Q: 3 clusters Score -3237961 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3238007.000000 Penalty: 5077.742676
	Iteration 18Q: 3 clusters Score -3238007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3238031.000000 Penalty: 5077.742676
	Iteration 19Q: 3 clusters Score -3238031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3238040.000000 Penalty: 5077.742676
	Iteration 20F: 3 clusters Score -3238040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3238043.500000 Penalty: 5077.742676
	Iteration 21Q: 3 clusters Score -3238044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3238046.250000 Penalty: 5077.742676
	Iteration 22Q: 3 clusters Score -3238046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3238050.000000 Penalty: 5077.742676
	Iteration 23Q: 3 clusters Score -3238050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3238054.500000 Penalty: 5077.742676
	Iteration 24Q: 3 clusters Score -3238054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3238057.500000 Penalty: 5077.742676
	Iteration 25Q: 3 clusters Score -3238058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3238063.250000 Penalty: 5077.742676
	Iteration 26Q: 3 clusters Score -3238063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3238066.250000 Penalty: 5077.742676
	Iteration 27Q: 3 clusters Score -3238066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3238062.250000 Penalty: 5077.742676
	Iteration 28Q: 3 clusters Score -3238062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3238069.500000 Penalty: 5077.742676
	Iteration 29Q: 3 clusters Score -3238070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3238070.750000 Penalty: 5077.742676
	Iteration 30Q: 3 clusters Score -3238071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3238070.750000 Penalty: 5077.742676
	Iteration 31Q: 3 clusters Score -3238071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3238073.000000 Penalty: 5077.742676
	Iteration 32Q: 3 clusters Score -3238073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3238076.750000 Penalty: 5077.742676
	Iteration 33Q: 3 clusters Score -3238077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3238088.250000 Penalty: 5077.742676
	Iteration 34Q: 3 clusters Score -3238088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3238090.250000 Penalty: 5077.742676
	Iteration 35Q: 3 clusters Score -3238090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3238093.000000 Penalty: 5077.742676
	Iteration 36Q: 3 clusters Score -3238093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3238092.500000 Penalty: 5077.742676
	Iteration 37Q: 3 clusters Score -3238092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3238090.750000 Penalty: 5077.742676
	Iteration 38Q: 3 clusters Score -3238091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3238094.500000 Penalty: 5077.742676
	Iteration 39Q: 3 clusters Score -3238094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3238095.000000 Penalty: 5077.742676
	Iteration 40F: 3 clusters Score -3238095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3238096.250000 Penalty: 5077.742676
	Iteration 41Q: 3 clusters Score -3238096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3238099.000000 Penalty: 5077.742676
	Iteration 42Q: 3 clusters Score -3238099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3238099.500000 Penalty: 5077.742676
	Iteration 43Q: 3 clusters Score -3238100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3238100.750000 Penalty: 5077.742676
	Iteration 44Q: 3 clusters Score -3238101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3238104.250000 Penalty: 5077.742676
	Iteration 45Q: 3 clusters Score -3238104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3238102.000000 Penalty: 5077.742676
	Iteration 46Q: 3 clusters Score -3238102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3238105.250000 Penalty: 5077.742676
	Iteration 47Q: 3 clusters Score -3238105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3238104.250000 Penalty: 5077.742676
	Iteration 48Q: 3 clusters Score -3238104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3238107.500000 Penalty: 5077.742676
	Iteration 49Q: 3 clusters Score -3238108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3238107.500000 Penalty: 5077.742676
	Iteration 50F: 3 clusters Score -3238108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Entering Unmasked Estep 
Score: -4428064.500000 Penalty: 2622.841309
	Iteration 0F: 2 clusters Score -4428064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4401479.000000 Penalty: 5245.682617
	Iteration 0F: 3 clusters Score -4401479 nChanged 17877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -4411732.500000 Penalty: 5245.682617
	Iteration 1F: 3 clusters Score -4411732 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -4413146.000000 Penalty: 5245.682617
	Iteration 2F: 3 clusters Score -4413146 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4415175.500000 Penalty: 5245.682617
	Iteration 3F: 3 clusters Score -4415176 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -4417676.000000 Penalty: 5245.682617
	Iteration 4F: 3 clusters Score -4417676 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -4420137.000000 Penalty: 5245.682617
	Iteration 5F: 3 clusters Score -4420137 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -4422181.500000 Penalty: 5245.682617
	Iteration 6F: 3 clusters Score -4422182 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -4423334.500000 Penalty: 5245.682617
	Iteration 7F: 3 clusters Score -4423334 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -4423903.500000 Penalty: 5245.682617
	Iteration 8Q: 3 clusters Score -4423904 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -4424167.000000 Penalty: 5245.682617
	Iteration 9Q: 3 clusters Score -4424167 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -4424295.500000 Penalty: 5245.682617
	Iteration 10Q: 3 clusters Score -4424296 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -4424424.000000 Penalty: 5245.682617
	Iteration 11Q: 3 clusters Score -4424424 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4424505.000000 Penalty: 5245.682617
	Iteration 12Q: 3 clusters Score -4424505 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4424633.500000 Penalty: 5245.682617
	Iteration 13Q: 3 clusters Score -4424634 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -4424742.000000 Penalty: 5245.682617
	Iteration 14Q: 3 clusters Score -4424742 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -4424857.000000 Penalty: 5245.682617
	Iteration 15Q: 3 clusters Score -4424857 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4424989.500000 Penalty: 5245.682617
	Iteration 16Q: 3 clusters Score -4424990 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -4425140.000000 Penalty: 5245.682617
	Iteration 17Q: 3 clusters Score -4425140 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4425283.000000 Penalty: 5245.682617
	Iteration 18Q: 3 clusters Score -4425283 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4425452.500000 Penalty: 5245.682617
	Iteration 19Q: 3 clusters Score -4425452 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4425664.000000 Penalty: 5245.682617
	Iteration 20F: 3 clusters Score -4425664 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -4425887.000000 Penalty: 5245.682617
	Iteration 21Q: 3 clusters Score -4425887 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4426147.000000 Penalty: 5245.682617
	Iteration 22Q: 3 clusters Score -4426147 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4426487.500000 Penalty: 5245.682617
	Iteration 23Q: 3 clusters Score -4426488 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -4426986.000000 Penalty: 5245.682617
	Iteration 24Q: 3 clusters Score -4426986 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -4427605.500000 Penalty: 5245.682617
	Iteration 25Q: 3 clusters Score -4427606 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -4427774.500000 Penalty: 5245.682617
	Iteration 26Q: 3 clusters Score -4427774 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -4427836.500000 Penalty: 5245.682617
	Iteration 27Q: 3 clusters Score -4427836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -4427851.000000 Penalty: 5245.682617
	Iteration 28Q: 3 clusters Score -4427851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -4427853.500000 Penalty: 5245.682617
	Iteration 29Q: 3 clusters Score -4427854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -4427862.000000 Penalty: 5245.682617
	Iteration 30Q: 3 clusters Score -4427862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4427877.500000 Penalty: 5245.682617
	Iteration 31Q: 3 clusters Score -4427878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -4427885.000000 Penalty: 5245.682617
	Iteration 32Q: 3 clusters Score -4427885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -4427893.000000 Penalty: 5245.682617
	Iteration 33Q: 3 clusters Score -4427893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -4427898.000000 Penalty: 5245.682617
	Iteration 34Q: 3 clusters Score -4427898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -4427901.500000 Penalty: 5245.682617
	Iteration 35Q: 3 clusters Score -4427902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -4427905.000000 Penalty: 5245.682617
	Iteration 36Q: 3 clusters Score -4427905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -4427910.000000 Penalty: 5245.682617
	Iteration 37Q: 3 clusters Score -4427910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -4427909.500000 Penalty: 5245.682617
	Iteration 38Q: 3 clusters Score -4427910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -4427911.000000 Penalty: 5245.682617
	Iteration 39Q: 3 clusters Score -4427911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -4427910.500000 Penalty: 5245.682617
	Iteration 40F: 3 clusters Score -4427910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4427911.000000 Penalty: 5245.682617
	Iteration 41Q: 3 clusters Score -4427911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4427911.000000 Penalty: 5245.682617
	Iteration 42F: 3 clusters Score -4427911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -143368.593750 Penalty: 1797.981567
	Iteration 0F: 2 clusters Score -143368.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -141366.562500 Penalty: 3595.963135
	Iteration 0F: 3 clusters Score -141366.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -142195.234375 Penalty: 3595.963135
	Iteration 1F: 3 clusters Score -142195.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -142582.875000 Penalty: 3595.963135
	Iteration 2F: 3 clusters Score -142582.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -142820.671875 Penalty: 3595.963135
	Iteration 3F: 3 clusters Score -142820.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -142975.593750 Penalty: 3595.963135
	Iteration 4F: 3 clusters Score -142975.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -143075.000000 Penalty: 3595.963135
	Iteration 5Q: 3 clusters Score -143075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -143134.593750 Penalty: 3595.963135
	Iteration 6Q: 3 clusters Score -143134.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -143175.328125 Penalty: 3595.963135
	Iteration 7Q: 3 clusters Score -143175.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -143188.843750 Penalty: 3595.963135
	Iteration 8Q: 3 clusters Score -143188.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -143195.156250 Penalty: 3595.963135
	Iteration 9Q: 3 clusters Score -143195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -143196.718750 Penalty: 3595.963135
	Iteration 10Q: 3 clusters Score -143196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -143197.218750 Penalty: 3595.963135
	Iteration 11Q: 3 clusters Score -143197.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -143197.734375 Penalty: 3595.963135
	Iteration 12Q: 3 clusters Score -143197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -143199.453125 Penalty: 3595.963135
	Iteration 13Q: 3 clusters Score -143199.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -143201.843750 Penalty: 3595.963135
	Iteration 14F: 3 clusters Score -143201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -143216.875000 Penalty: 3595.963135
	Iteration 15Q: 3 clusters Score -143216.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -143228.468750 Penalty: 3595.963135
	Iteration 16Q: 3 clusters Score -143228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -143233.156250 Penalty: 3595.963135
	Iteration 17Q: 3 clusters Score -143233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -143236.218750 Penalty: 3595.963135
	Iteration 18Q: 3 clusters Score -143236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -143240.171875 Penalty: 3595.963135
	Iteration 19Q: 3 clusters Score -143240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -143245.625000 Penalty: 3595.963135
	Iteration 20F: 3 clusters Score -143245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -143247.312500 Penalty: 3595.963135
	Iteration 21Q: 3 clusters Score -143247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -143247.671875 Penalty: 3595.963135
	Iteration 22Q: 3 clusters Score -143247.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -143247.671875 Penalty: 3595.963135
	Iteration 23F: 3 clusters Score -143247.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (180727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180727 members 
Entering Unmasked Estep 
Score: -20987118.000000 Penalty: 3001.976318
	Iteration 0F: 2 clusters Score -2.098712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90334 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -20869164.000000 Penalty: 6003.952637
	Iteration 0F: 3 clusters Score -2.086916e+07 nChanged 86697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -20920512.000000 Penalty: 6003.952637
	Iteration 1F: 3 clusters Score -2.092051e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -20922166.000000 Penalty: 6003.952637
	Iteration 2Q: 3 clusters Score -2.092217e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90993 members 
Mstep: Class 2 contains 89734 members 
Entering Unmasked Estep 
Score: -20924674.000000 Penalty: 6003.952637
	Iteration 3Q: 3 clusters Score -2.092467e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90634 members 
Mstep: Class 2 contains 90093 members 
Entering Unmasked Estep 
Score: -20928192.000000 Penalty: 6003.952637
	Iteration 4Q: 3 clusters Score -2.092819e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89795 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -20933156.000000 Penalty: 6003.952637
	Iteration 5F: 3 clusters Score -2.093316e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 92279 members 
Entering Unmasked Estep 
Score: -20938978.000000 Penalty: 6003.952637
	Iteration 6F: 3 clusters Score -2.093898e+07 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86620 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -20946192.000000 Penalty: 6003.952637
	Iteration 7F: 3 clusters Score -2.094619e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -20953830.000000 Penalty: 6003.952637
	Iteration 8F: 3 clusters Score -2.095383e+07 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
Score: -20959644.000000 Penalty: 6003.952637
	Iteration 9F: 3 clusters Score -2.095964e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80814 members 
Mstep: Class 2 contains 99913 members 
Entering Unmasked Estep 
Score: -20963102.000000 Penalty: 6003.952637
	Iteration 10Q: 3 clusters Score -2.09631e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79326 members 
Mstep: Class 2 contains 101401 members 
Entering Unmasked Estep 
Score: -20964544.000000 Penalty: 6003.952637
	Iteration 11Q: 3 clusters Score -2.096454e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 102880 members 
Entering Unmasked Estep 
Score: -20965488.000000 Penalty: 6003.952637
	Iteration 12Q: 3 clusters Score -2.096549e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -20966248.000000 Penalty: 6003.952637
	Iteration 13Q: 3 clusters Score -2.096625e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 106420 members 
Entering Unmasked Estep 
Score: -20966850.000000 Penalty: 6003.952637
	Iteration 14Q: 3 clusters Score -2.096685e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 108437 members 
Entering Unmasked Estep 
Score: -20967560.000000 Penalty: 6003.952637
	Iteration 15Q: 3 clusters Score -2.096756e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70172 members 
Mstep: Class 2 contains 110555 members 
Entering Unmasked Estep 
Score: -20968232.000000 Penalty: 6003.952637
	Iteration 16Q: 3 clusters Score -2.096823e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 112931 members 
Entering Unmasked Estep 
Score: -20969150.000000 Penalty: 6003.952637
	Iteration 17Q: 3 clusters Score -2.096915e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 115501 members 
Entering Unmasked Estep 
Score: -20970220.000000 Penalty: 6003.952637
	Iteration 18Q: 3 clusters Score -2.097022e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 118197 members 
Entering Unmasked Estep 
Score: -20971428.000000 Penalty: 6003.952637
	Iteration 19Q: 3 clusters Score -2.097143e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 121010 members 
Entering Unmasked Estep 
Score: -20972678.000000 Penalty: 6003.952637
	Iteration 20F: 3 clusters Score -2.097268e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 123782 members 
Entering Unmasked Estep 
Score: -20974010.000000 Penalty: 6003.952637
	Iteration 21Q: 3 clusters Score -2.097401e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 126419 members 
Entering Unmasked Estep 
Score: -20975300.000000 Penalty: 6003.952637
	Iteration 22Q: 3 clusters Score -2.09753e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 128885 members 
Entering Unmasked Estep 
Score: -20976372.000000 Penalty: 6003.952637
	Iteration 23Q: 3 clusters Score -2.097637e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 131168 members 
Entering Unmasked Estep 
Score: -20977424.000000 Penalty: 6003.952637
	Iteration 24Q: 3 clusters Score -2.097742e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 133260 members 
Entering Unmasked Estep 
Score: -20978134.000000 Penalty: 6003.952637
	Iteration 25Q: 3 clusters Score -2.097813e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 135182 members 
Entering Unmasked Estep 
Score: -20978764.000000 Penalty: 6003.952637
	Iteration 26Q: 3 clusters Score -2.097876e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 137036 members 
Entering Unmasked Estep 
Score: -20979336.000000 Penalty: 6003.952637
	Iteration 27Q: 3 clusters Score -2.097934e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 138791 members 
Entering Unmasked Estep 
Score: -20979826.000000 Penalty: 6003.952637
	Iteration 28Q: 3 clusters Score -2.097983e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 140582 members 
Entering Unmasked Estep 
Score: -20980308.000000 Penalty: 6003.952637
	Iteration 29Q: 3 clusters Score -2.098031e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 142330 members 
Entering Unmasked Estep 
Score: -20980522.000000 Penalty: 6003.952637
	Iteration 30Q: 3 clusters Score -2.098052e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 144060 members 
Entering Unmasked Estep 
Score: -20980848.000000 Penalty: 6003.952637
	Iteration 31Q: 3 clusters Score -2.098085e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 145753 members 
Entering Unmasked Estep 
Score: -20981156.000000 Penalty: 6003.952637
	Iteration 32Q: 3 clusters Score -2.098116e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 147371 members 
Entering Unmasked Estep 
Score: -20981480.000000 Penalty: 6003.952637
	Iteration 33Q: 3 clusters Score -2.098148e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 149027 members 
Entering Unmasked Estep 
Score: -20981812.000000 Penalty: 6003.952637
	Iteration 34Q: 3 clusters Score -2.098181e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 150807 members 
Entering Unmasked Estep 
Score: -20982056.000000 Penalty: 6003.952637
	Iteration 35Q: 3 clusters Score -2.098206e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 152551 members 
Entering Unmasked Estep 
Score: -20982272.000000 Penalty: 6003.952637
	Iteration 36Q: 3 clusters Score -2.098227e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 154236 members 
Entering Unmasked Estep 
Score: -20982634.000000 Penalty: 6003.952637
	Iteration 37Q: 3 clusters Score -2.098263e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 155872 members 
Entering Unmasked Estep 
Score: -20982804.000000 Penalty: 6003.952637
	Iteration 38Q: 3 clusters Score -2.09828e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 157534 members 
Entering Unmasked Estep 
Score: -20983190.000000 Penalty: 6003.952637
	Iteration 39Q: 3 clusters Score -2.098319e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 159199 members 
Entering Unmasked Estep 
Score: -20983508.000000 Penalty: 6003.952637
	Iteration 40F: 3 clusters Score -2.098351e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 160856 members 
Entering Unmasked Estep 
Score: -20983752.000000 Penalty: 6003.952637
	Iteration 41Q: 3 clusters Score -2.098375e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 162481 members 
Entering Unmasked Estep 
Score: -20983952.000000 Penalty: 6003.952637
	Iteration 42Q: 3 clusters Score -2.098395e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 163998 members 
Entering Unmasked Estep 
Score: -20984220.000000 Penalty: 6003.952637
	Iteration 43Q: 3 clusters Score -2.098422e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 165443 members 
Entering Unmasked Estep 
Score: -20984506.000000 Penalty: 6003.952637
	Iteration 44Q: 3 clusters Score -2.098451e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 166799 members 
Entering Unmasked Estep 
Score: -20984620.000000 Penalty: 6003.952637
	Iteration 45Q: 3 clusters Score -2.098462e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 167945 members 
Entering Unmasked Estep 
Score: -20984872.000000 Penalty: 6003.952637
	Iteration 46Q: 3 clusters Score -2.098487e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 169001 members 
Entering Unmasked Estep 
Score: -20985048.000000 Penalty: 6003.952637
	Iteration 47Q: 3 clusters Score -2.098505e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 169951 members 
Entering Unmasked Estep 
Score: -20985138.000000 Penalty: 6003.952637
	Iteration 48Q: 3 clusters Score -2.098514e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 170792 members 
Entering Unmasked Estep 
Score: -20985316.000000 Penalty: 6003.952637
	Iteration 49Q: 3 clusters Score -2.098532e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -20985402.000000 Penalty: 6003.952637
	Iteration 50Q: 3 clusters Score -2.09854e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 172135 members 
Entering Unmasked Estep 
Score: -20985598.000000 Penalty: 6003.952637
	Iteration 51Q: 3 clusters Score -2.09856e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 172665 members 
Entering Unmasked Estep 
Score: -20985686.000000 Penalty: 6003.952637
	Iteration 52Q: 3 clusters Score -2.098569e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 173151 members 
Entering Unmasked Estep 
Score: -20985760.000000 Penalty: 6003.952637
	Iteration 53Q: 3 clusters Score -2.098576e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 173578 members 
Entering Unmasked Estep 
Score: -20985846.000000 Penalty: 6003.952637
	Iteration 54Q: 3 clusters Score -2.098585e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 173987 members 
Entering Unmasked Estep 
Score: -20985914.000000 Penalty: 6003.952637
	Iteration 55Q: 3 clusters Score -2.098591e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 174328 members 
Entering Unmasked Estep 
Score: -20985906.000000 Penalty: 6003.952637
	Iteration 56Q: 3 clusters Score -2.098591e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 174653 members 
Entering Unmasked Estep 
Score: -20985884.000000 Penalty: 6003.952637
	Iteration 57Q: 3 clusters Score -2.098588e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 174948 members 
Entering Unmasked Estep 
Score: -20985828.000000 Penalty: 6003.952637
	Iteration 58Q: 3 clusters Score -2.098583e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 175197 members 
Entering Unmasked Estep 
Score: -20985848.000000 Penalty: 6003.952637
	Iteration 59Q: 3 clusters Score -2.098585e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 175425 members 
Entering Unmasked Estep 
Score: -20985882.000000 Penalty: 6003.952637
	Iteration 60F: 3 clusters Score -2.098588e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 175647 members 
Entering Unmasked Estep 
Score: -20985820.000000 Penalty: 6003.952637
	Iteration 61Q: 3 clusters Score -2.098582e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
Score: -20985844.000000 Penalty: 6003.952637
	Iteration 62Q: 3 clusters Score -2.098584e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 176070 members 
Entering Unmasked Estep 
Score: -20985826.000000 Penalty: 6003.952637
	Iteration 63Q: 3 clusters Score -2.098583e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 176243 members 
Entering Unmasked Estep 
Score: -20985858.000000 Penalty: 6003.952637
	Iteration 64Q: 3 clusters Score -2.098586e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 176392 members 
Entering Unmasked Estep 
Score: -20985914.000000 Penalty: 6003.952637
	Iteration 65Q: 3 clusters Score -2.098591e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 176524 members 
Entering Unmasked Estep 
Score: -20985974.000000 Penalty: 6003.952637
	Iteration 66Q: 3 clusters Score -2.098597e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 176645 members 
Entering Unmasked Estep 
Score: -20985920.000000 Penalty: 6003.952637
	Iteration 67Q: 3 clusters Score -2.098592e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 176751 members 
Entering Unmasked Estep 
Score: -20985944.000000 Penalty: 6003.952637
	Iteration 68Q: 3 clusters Score -2.098594e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 176854 members 
Entering Unmasked Estep 
Score: -20985920.000000 Penalty: 6003.952637
	Iteration 69Q: 3 clusters Score -2.098592e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 176943 members 
Entering Unmasked Estep 
Score: -20985912.000000 Penalty: 6003.952637
	Iteration 70Q: 3 clusters Score -2.098591e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 177013 members 
Entering Unmasked Estep 
Score: -20985894.000000 Penalty: 6003.952637
	Iteration 71Q: 3 clusters Score -2.098589e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 177088 members 
Entering Unmasked Estep 
Score: -20985930.000000 Penalty: 6003.952637
	Iteration 72Q: 3 clusters Score -2.098593e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 177140 members 
Entering Unmasked Estep 
Score: -20985922.000000 Penalty: 6003.952637
	Iteration 73Q: 3 clusters Score -2.098592e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 177183 members 
Entering Unmasked Estep 
Score: -20985916.000000 Penalty: 6003.952637
	Iteration 74Q: 3 clusters Score -2.098592e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 177213 members 
Entering Unmasked Estep 
Score: -20985896.000000 Penalty: 6003.952637
	Iteration 75Q: 3 clusters Score -2.09859e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 177241 members 
Entering Unmasked Estep 
Score: -20985872.000000 Penalty: 6003.952637
	Iteration 76Q: 3 clusters Score -2.098587e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 177270 members 
Entering Unmasked Estep 
Score: -20985866.000000 Penalty: 6003.952637
	Iteration 77Q: 3 clusters Score -2.098587e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 177294 members 
Entering Unmasked Estep 
Score: -20985862.000000 Penalty: 6003.952637
	Iteration 78Q: 3 clusters Score -2.098586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 177316 members 
Entering Unmasked Estep 
Score: -20985864.000000 Penalty: 6003.952637
	Iteration 79Q: 3 clusters Score -2.098586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 177332 members 
Entering Unmasked Estep 
Score: -20985860.000000 Penalty: 6003.952637
	Iteration 80F: 3 clusters Score -2.098586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 177353 members 
Entering Unmasked Estep 
Score: -20985862.000000 Penalty: 6003.952637
	Iteration 81Q: 3 clusters Score -2.098586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 177369 members 
Entering Unmasked Estep 
Score: -20985872.000000 Penalty: 6003.952637
	Iteration 82Q: 3 clusters Score -2.098587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 177385 members 
Entering Unmasked Estep 
Score: -20985878.000000 Penalty: 6003.952637
	Iteration 83Q: 3 clusters Score -2.098588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 177401 members 
Entering Unmasked Estep 
Score: -20985856.000000 Penalty: 6003.952637
	Iteration 84Q: 3 clusters Score -2.098586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 177416 members 
Entering Unmasked Estep 
Score: -20985854.000000 Penalty: 6003.952637
	Iteration 85Q: 3 clusters Score -2.098585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 177430 members 
Entering Unmasked Estep 
Score: -20985848.000000 Penalty: 6003.952637
	Iteration 86Q: 3 clusters Score -2.098585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 177441 members 
Entering Unmasked Estep 
Score: -20985824.000000 Penalty: 6003.952637
	Iteration 87Q: 3 clusters Score -2.098582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 177448 members 
Entering Unmasked Estep 
Score: -20985830.000000 Penalty: 6003.952637
	Iteration 88Q: 3 clusters Score -2.098583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 177453 members 
Entering Unmasked Estep 
Score: -20985822.000000 Penalty: 6003.952637
	Iteration 89Q: 3 clusters Score -2.098582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 177461 members 
Entering Unmasked Estep 
Score: -20985830.000000 Penalty: 6003.952637
	Iteration 90Q: 3 clusters Score -2.098583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 177471 members 
Entering Unmasked Estep 
Score: -20985820.000000 Penalty: 6003.952637
	Iteration 91Q: 3 clusters Score -2.098582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 177480 members 
Entering Unmasked Estep 
Score: -20985816.000000 Penalty: 6003.952637
	Iteration 92Q: 3 clusters Score -2.098582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 177496 members 
Entering Unmasked Estep 
Score: -20985832.000000 Penalty: 6003.952637
	Iteration 93Q: 3 clusters Score -2.098583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 177504 members 
Entering Unmasked Estep 
Score: -20985842.000000 Penalty: 6003.952637
	Iteration 94Q: 3 clusters Score -2.098584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 177512 members 
Entering Unmasked Estep 
Score: -20985818.000000 Penalty: 6003.952637
	Iteration 95Q: 3 clusters Score -2.098582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 177516 members 
Entering Unmasked Estep 
Score: -20985818.000000 Penalty: 6003.952637
	Iteration 96Q: 3 clusters Score -2.098582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 177522 members 
Entering Unmasked Estep 
Score: -20985818.000000 Penalty: 6003.952637
	Iteration 97Q: 3 clusters Score -2.098582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 177531 members 
Entering Unmasked Estep 
Score: -20985826.000000 Penalty: 6003.952637
	Iteration 98Q: 3 clusters Score -2.098583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 177537 members 
Entering Unmasked Estep 
Score: -20985830.000000 Penalty: 6003.952637
	Iteration 99Q: 3 clusters Score -2.098583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 177537 members 
Entering Unmasked Estep 
Score: -20985824.000000 Penalty: 6003.952637
	Iteration 100F: 3 clusters Score -2.098582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 177538 members 
Entering Unmasked Estep 
Score: -20985826.000000 Penalty: 6003.952637
	Iteration 101Q: 3 clusters Score -2.098583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 177539 members 
Entering Unmasked Estep 
Score: -20985824.000000 Penalty: 6003.952637
	Iteration 102Q: 3 clusters Score -2.098582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 177540 members 
Entering Unmasked Estep 
Score: -20985820.000000 Penalty: 6003.952637
	Iteration 103Q: 3 clusters Score -2.098582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 177543 members 
Entering Unmasked Estep 
Score: -20985812.000000 Penalty: 6003.952637
	Iteration 104Q: 3 clusters Score -2.098581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 177546 members 
Entering Unmasked Estep 
Score: -20985818.000000 Penalty: 6003.952637
	Iteration 105Q: 3 clusters Score -2.098582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 177550 members 
Entering Unmasked Estep 
Score: -20985828.000000 Penalty: 6003.952637
	Iteration 106Q: 3 clusters Score -2.098583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 177553 members 
Entering Unmasked Estep 
Score: -20985810.000000 Penalty: 6003.952637
	Iteration 107Q: 3 clusters Score -2.098581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 177556 members 
Entering Unmasked Estep 
Score: -20985816.000000 Penalty: 6003.952637
	Iteration 108Q: 3 clusters Score -2.098582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 177562 members 
Entering Unmasked Estep 
Score: -20985800.000000 Penalty: 6003.952637
	Iteration 109Q: 3 clusters Score -2.09858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 177568 members 
Entering Unmasked Estep 
Score: -20985808.000000 Penalty: 6003.952637
	Iteration 110Q: 3 clusters Score -2.098581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 177573 members 
Entering Unmasked Estep 
Score: -20985810.000000 Penalty: 6003.952637
	Iteration 111Q: 3 clusters Score -2.098581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 177580 members 
Entering Unmasked Estep 
Score: -20985814.000000 Penalty: 6003.952637
	Iteration 112Q: 3 clusters Score -2.098581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 177584 members 
Entering Unmasked Estep 
Score: -20985812.000000 Penalty: 6003.952637
	Iteration 113Q: 3 clusters Score -2.098581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 177588 members 
Entering Unmasked Estep 
Score: -20985812.000000 Penalty: 6003.952637
	Iteration 114Q: 3 clusters Score -2.098581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 177590 members 
Entering Unmasked Estep 
Score: -20985810.000000 Penalty: 6003.952637
	Iteration 115Q: 3 clusters Score -2.098581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 177593 members 
Entering Unmasked Estep 
Score: -20985828.000000 Penalty: 6003.952637
	Iteration 116Q: 3 clusters Score -2.098583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 177596 members 
Entering Unmasked Estep 
Score: -20985818.000000 Penalty: 6003.952637
	Iteration 117Q: 3 clusters Score -2.098582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 177600 members 
Entering Unmasked Estep 
Score: -20985824.000000 Penalty: 6003.952637
	Iteration 118Q: 3 clusters Score -2.098582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 177603 members 
Entering Unmasked Estep 
Score: -20985814.000000 Penalty: 6003.952637
	Iteration 119Q: 3 clusters Score -2.098581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 177606 members 
Entering Unmasked Estep 
Score: -20985816.000000 Penalty: 6003.952637
	Iteration 120F: 3 clusters Score -2.098582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 177607 members 
Entering Unmasked Estep 
Score: -20985824.000000 Penalty: 6003.952637
	Iteration 121Q: 3 clusters Score -2.098582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 177608 members 
Entering Unmasked Estep 
Score: -20985822.000000 Penalty: 6003.952637
	Iteration 122Q: 3 clusters Score -2.098582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 177608 members 
Entering Unmasked Estep 
Score: -20985822.000000 Penalty: 6003.952637
	Iteration 123F: 3 clusters Score -2.098582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Entering Unmasked Estep 
Score: -2880192.000000 Penalty: 2503.543701
	Iteration 0F: 2 clusters Score -2880192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2863380.750000 Penalty: 5007.087402
	Iteration 0F: 3 clusters Score -2863381 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2869151.500000 Penalty: 5007.087402
	Iteration 1F: 3 clusters Score -2869152 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2869549.000000 Penalty: 5007.087402
	Iteration 2Q: 3 clusters Score -2869549 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2869862.250000 Penalty: 5007.087402
	Iteration 3Q: 3 clusters Score -2869862 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2870161.750000 Penalty: 5007.087402
	Iteration 4Q: 3 clusters Score -2870162 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2870404.500000 Penalty: 5007.087402
	Iteration 5Q: 3 clusters Score -2870404 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2870611.750000 Penalty: 5007.087402
	Iteration 6Q: 3 clusters Score -2870612 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2870859.000000 Penalty: 5007.087402
	Iteration 7Q: 3 clusters Score -2870859 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2871110.000000 Penalty: 5007.087402
	Iteration 8Q: 3 clusters Score -2871110 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2871403.250000 Penalty: 5007.087402
	Iteration 9Q: 3 clusters Score -2871403 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2871743.000000 Penalty: 5007.087402
	Iteration 10Q: 3 clusters Score -2871743 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2872207.000000 Penalty: 5007.087402
	Iteration 11Q: 3 clusters Score -2872207 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2872889.250000 Penalty: 5007.087402
	Iteration 12Q: 3 clusters Score -2872889 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2873700.750000 Penalty: 5007.087402
	Iteration 13F: 3 clusters Score -2873701 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2874401.000000 Penalty: 5007.087402
	Iteration 14Q: 3 clusters Score -2874401 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2874890.000000 Penalty: 5007.087402
	Iteration 15Q: 3 clusters Score -2874890 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2875140.000000 Penalty: 5007.087402
	Iteration 16Q: 3 clusters Score -2875140 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2875328.250000 Penalty: 5007.087402
	Iteration 17Q: 3 clusters Score -2875328 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2875467.750000 Penalty: 5007.087402
	Iteration 18Q: 3 clusters Score -2875468 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2875595.250000 Penalty: 5007.087402
	Iteration 19Q: 3 clusters Score -2875595 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2875694.750000 Penalty: 5007.087402
	Iteration 20F: 3 clusters Score -2875695 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2875790.750000 Penalty: 5007.087402
	Iteration 21Q: 3 clusters Score -2875791 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2875872.000000 Penalty: 5007.087402
	Iteration 22Q: 3 clusters Score -2875872 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2875964.000000 Penalty: 5007.087402
	Iteration 23Q: 3 clusters Score -2875964 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2876053.250000 Penalty: 5007.087402
	Iteration 24Q: 3 clusters Score -2876053 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2876125.250000 Penalty: 5007.087402
	Iteration 25Q: 3 clusters Score -2876125 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2876188.250000 Penalty: 5007.087402
	Iteration 26Q: 3 clusters Score -2876188 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2876231.500000 Penalty: 5007.087402
	Iteration 27Q: 3 clusters Score -2876232 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2876298.000000 Penalty: 5007.087402
	Iteration 28Q: 3 clusters Score -2876298 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2876356.750000 Penalty: 5007.087402
	Iteration 29Q: 3 clusters Score -2876357 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2876410.750000 Penalty: 5007.087402
	Iteration 30Q: 3 clusters Score -2876411 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2876464.250000 Penalty: 5007.087402
	Iteration 31Q: 3 clusters Score -2876464 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2876515.500000 Penalty: 5007.087402
	Iteration 32Q: 3 clusters Score -2876516 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2876579.250000 Penalty: 5007.087402
	Iteration 33Q: 3 clusters Score -2876579 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2876639.500000 Penalty: 5007.087402
	Iteration 34Q: 3 clusters Score -2876640 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2876685.750000 Penalty: 5007.087402
	Iteration 35Q: 3 clusters Score -2876686 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2876757.500000 Penalty: 5007.087402
	Iteration 36Q: 3 clusters Score -2876758 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2876827.500000 Penalty: 5007.087402
	Iteration 37Q: 3 clusters Score -2876828 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2876888.750000 Penalty: 5007.087402
	Iteration 38Q: 3 clusters Score -2876889 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2876953.500000 Penalty: 5007.087402
	Iteration 39Q: 3 clusters Score -2876954 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2877014.750000 Penalty: 5007.087402
	Iteration 40F: 3 clusters Score -2877015 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2877075.750000 Penalty: 5007.087402
	Iteration 41Q: 3 clusters Score -2877076 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2877113.500000 Penalty: 5007.087402
	Iteration 42Q: 3 clusters Score -2877114 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2877181.250000 Penalty: 5007.087402
	Iteration 43Q: 3 clusters Score -2877181 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2877251.000000 Penalty: 5007.087402
	Iteration 44Q: 3 clusters Score -2877251 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2877306.000000 Penalty: 5007.087402
	Iteration 45Q: 3 clusters Score -2877306 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2877375.250000 Penalty: 5007.087402
	Iteration 46Q: 3 clusters Score -2877375 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2877430.000000 Penalty: 5007.087402
	Iteration 47Q: 3 clusters Score -2877430 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2877484.750000 Penalty: 5007.087402
	Iteration 48Q: 3 clusters Score -2877485 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2877522.500000 Penalty: 5007.087402
	Iteration 49Q: 3 clusters Score -2877522 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2877551.250000 Penalty: 5007.087402
	Iteration 50Q: 3 clusters Score -2877551 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2877579.750000 Penalty: 5007.087402
	Iteration 51Q: 3 clusters Score -2877580 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2877600.000000 Penalty: 5007.087402
	Iteration 52Q: 3 clusters Score -2877600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2877627.250000 Penalty: 5007.087402
	Iteration 53Q: 3 clusters Score -2877627 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2877664.000000 Penalty: 5007.087402
	Iteration 54Q: 3 clusters Score -2877664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2877693.250000 Penalty: 5007.087402
	Iteration 55Q: 3 clusters Score -2877693 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2877712.000000 Penalty: 5007.087402
	Iteration 56Q: 3 clusters Score -2877712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2877732.000000 Penalty: 5007.087402
	Iteration 57Q: 3 clusters Score -2877732 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2877752.500000 Penalty: 5007.087402
	Iteration 58Q: 3 clusters Score -2877752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2877765.750000 Penalty: 5007.087402
	Iteration 59Q: 3 clusters Score -2877766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2877784.500000 Penalty: 5007.087402
	Iteration 60F: 3 clusters Score -2877784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2877790.500000 Penalty: 5007.087402
	Iteration 61Q: 3 clusters Score -2877790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2877802.000000 Penalty: 5007.087402
	Iteration 62Q: 3 clusters Score -2877802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2877824.750000 Penalty: 5007.087402
	Iteration 63Q: 3 clusters Score -2877825 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2877841.250000 Penalty: 5007.087402
	Iteration 64Q: 3 clusters Score -2877841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2877850.250000 Penalty: 5007.087402
	Iteration 65Q: 3 clusters Score -2877850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2877852.000000 Penalty: 5007.087402
	Iteration 66Q: 3 clusters Score -2877852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2877860.500000 Penalty: 5007.087402
	Iteration 67Q: 3 clusters Score -2877860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2877863.250000 Penalty: 5007.087402
	Iteration 68Q: 3 clusters Score -2877863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2877867.250000 Penalty: 5007.087402
	Iteration 69Q: 3 clusters Score -2877867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2877880.000000 Penalty: 5007.087402
	Iteration 70Q: 3 clusters Score -2877880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2877884.250000 Penalty: 5007.087402
	Iteration 71Q: 3 clusters Score -2877884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2877887.750000 Penalty: 5007.087402
	Iteration 72Q: 3 clusters Score -2877888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2877906.250000 Penalty: 5007.087402
	Iteration 73Q: 3 clusters Score -2877906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2877929.250000 Penalty: 5007.087402
	Iteration 74Q: 3 clusters Score -2877929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2877946.500000 Penalty: 5007.087402
	Iteration 75Q: 3 clusters Score -2877946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2877966.750000 Penalty: 5007.087402
	Iteration 76Q: 3 clusters Score -2877967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2877979.000000 Penalty: 5007.087402
	Iteration 77Q: 3 clusters Score -2877979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2877982.500000 Penalty: 5007.087402
	Iteration 78Q: 3 clusters Score -2877982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2877998.500000 Penalty: 5007.087402
	Iteration 79Q: 3 clusters Score -2877998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2878007.000000 Penalty: 5007.087402
	Iteration 80F: 3 clusters Score -2878007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2878017.250000 Penalty: 5007.087402
	Iteration 81Q: 3 clusters Score -2878017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2878024.250000 Penalty: 5007.087402
	Iteration 82Q: 3 clusters Score -2878024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2878030.500000 Penalty: 5007.087402
	Iteration 83Q: 3 clusters Score -2878030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2878037.000000 Penalty: 5007.087402
	Iteration 84Q: 3 clusters Score -2878037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2878042.500000 Penalty: 5007.087402
	Iteration 85Q: 3 clusters Score -2878042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2878054.500000 Penalty: 5007.087402
	Iteration 86Q: 3 clusters Score -2878054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2878052.250000 Penalty: 5007.087402
	Iteration 87Q: 3 clusters Score -2878052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2878052.750000 Penalty: 5007.087402
	Iteration 88Q: 3 clusters Score -2878053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2878052.250000 Penalty: 5007.087402
	Iteration 89Q: 3 clusters Score -2878052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2878064.250000 Penalty: 5007.087402
	Iteration 90Q: 3 clusters Score -2878064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2878060.750000 Penalty: 5007.087402
	Iteration 91Q: 3 clusters Score -2878061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2878062.500000 Penalty: 5007.087402
	Iteration 92Q: 3 clusters Score -2878062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2878062.500000 Penalty: 5007.087402
	Iteration 93F: 3 clusters Score -2878062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Entering Unmasked Estep 
Score: -1680494.250000 Penalty: 2371.040039
	Iteration 0F: 2 clusters Score -1680494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1670207.500000 Penalty: 4742.080078
	Iteration 0F: 3 clusters Score -1670208 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1673376.000000 Penalty: 4742.080078
	Iteration 1F: 3 clusters Score -1673376 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1673761.750000 Penalty: 4742.080078
	Iteration 2F: 3 clusters Score -1673762 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1674131.125000 Penalty: 4742.080078
	Iteration 3F: 3 clusters Score -1674131 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1674423.375000 Penalty: 4742.080078
	Iteration 4Q: 3 clusters Score -1674423 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1674723.375000 Penalty: 4742.080078
	Iteration 5Q: 3 clusters Score -1674723 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1675026.500000 Penalty: 4742.080078
	Iteration 6Q: 3 clusters Score -1675026 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1675364.250000 Penalty: 4742.080078
	Iteration 7Q: 3 clusters Score -1675364 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1675699.500000 Penalty: 4742.080078
	Iteration 8Q: 3 clusters Score -1675700 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1676024.750000 Penalty: 4742.080078
	Iteration 9Q: 3 clusters Score -1676025 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1676337.000000 Penalty: 4742.080078
	Iteration 10Q: 3 clusters Score -1676337 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1676605.125000 Penalty: 4742.080078
	Iteration 11Q: 3 clusters Score -1676605 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1676774.000000 Penalty: 4742.080078
	Iteration 12Q: 3 clusters Score -1676774 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1676907.000000 Penalty: 4742.080078
	Iteration 13Q: 3 clusters Score -1676907 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1677006.750000 Penalty: 4742.080078
	Iteration 14Q: 3 clusters Score -1677007 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1677092.125000 Penalty: 4742.080078
	Iteration 15Q: 3 clusters Score -1677092 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1677166.250000 Penalty: 4742.080078
	Iteration 16Q: 3 clusters Score -1677166 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1677236.625000 Penalty: 4742.080078
	Iteration 17Q: 3 clusters Score -1677237 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1677312.750000 Penalty: 4742.080078
	Iteration 18Q: 3 clusters Score -1677313 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1677373.125000 Penalty: 4742.080078
	Iteration 19Q: 3 clusters Score -1677373 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1677409.875000 Penalty: 4742.080078
	Iteration 20F: 3 clusters Score -1677410 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1677448.500000 Penalty: 4742.080078
	Iteration 21Q: 3 clusters Score -1677448 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1677479.000000 Penalty: 4742.080078
	Iteration 22Q: 3 clusters Score -1677479 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1677506.625000 Penalty: 4742.080078
	Iteration 23Q: 3 clusters Score -1677507 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1677524.125000 Penalty: 4742.080078
	Iteration 24Q: 3 clusters Score -1677524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1677545.000000 Penalty: 4742.080078
	Iteration 25Q: 3 clusters Score -1677545 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1677561.875000 Penalty: 4742.080078
	Iteration 26Q: 3 clusters Score -1677562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1677582.125000 Penalty: 4742.080078
	Iteration 27Q: 3 clusters Score -1677582 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1677591.750000 Penalty: 4742.080078
	Iteration 28Q: 3 clusters Score -1677592 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1677603.125000 Penalty: 4742.080078
	Iteration 29Q: 3 clusters Score -1677603 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1677608.875000 Penalty: 4742.080078
	Iteration 30Q: 3 clusters Score -1677609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1677622.125000 Penalty: 4742.080078
	Iteration 31Q: 3 clusters Score -1677622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1677634.875000 Penalty: 4742.080078
	Iteration 32Q: 3 clusters Score -1677635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1677640.375000 Penalty: 4742.080078
	Iteration 33Q: 3 clusters Score -1677640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1677652.500000 Penalty: 4742.080078
	Iteration 34Q: 3 clusters Score -1677652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1677665.625000 Penalty: 4742.080078
	Iteration 35Q: 3 clusters Score -1677666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1677677.375000 Penalty: 4742.080078
	Iteration 36Q: 3 clusters Score -1677677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1677687.500000 Penalty: 4742.080078
	Iteration 37Q: 3 clusters Score -1677688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1677698.375000 Penalty: 4742.080078
	Iteration 38Q: 3 clusters Score -1677698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1677705.500000 Penalty: 4742.080078
	Iteration 39Q: 3 clusters Score -1677706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1677704.000000 Penalty: 4742.080078
	Iteration 40F: 3 clusters Score -1677704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1677716.000000 Penalty: 4742.080078
	Iteration 41Q: 3 clusters Score -1677716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1677721.125000 Penalty: 4742.080078
	Iteration 42Q: 3 clusters Score -1677721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1677729.875000 Penalty: 4742.080078
	Iteration 43Q: 3 clusters Score -1677730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1677739.125000 Penalty: 4742.080078
	Iteration 44Q: 3 clusters Score -1677739 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1677745.125000 Penalty: 4742.080078
	Iteration 45Q: 3 clusters Score -1677745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1677747.125000 Penalty: 4742.080078
	Iteration 46Q: 3 clusters Score -1677747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1677753.625000 Penalty: 4742.080078
	Iteration 47Q: 3 clusters Score -1677754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1677761.375000 Penalty: 4742.080078
	Iteration 48Q: 3 clusters Score -1677761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1677773.625000 Penalty: 4742.080078
	Iteration 49Q: 3 clusters Score -1677774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1677782.875000 Penalty: 4742.080078
	Iteration 50Q: 3 clusters Score -1677783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1677786.375000 Penalty: 4742.080078
	Iteration 51Q: 3 clusters Score -1677786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1677792.250000 Penalty: 4742.080078
	Iteration 52Q: 3 clusters Score -1677792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1677801.875000 Penalty: 4742.080078
	Iteration 53Q: 3 clusters Score -1677802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1677816.500000 Penalty: 4742.080078
	Iteration 54Q: 3 clusters Score -1677816 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1677829.750000 Penalty: 4742.080078
	Iteration 55Q: 3 clusters Score -1677830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1677845.500000 Penalty: 4742.080078
	Iteration 56Q: 3 clusters Score -1677846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1677858.875000 Penalty: 4742.080078
	Iteration 57Q: 3 clusters Score -1677859 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1677874.875000 Penalty: 4742.080078
	Iteration 58Q: 3 clusters Score -1677875 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1677884.250000 Penalty: 4742.080078
	Iteration 59Q: 3 clusters Score -1677884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1677907.500000 Penalty: 4742.080078
	Iteration 60F: 3 clusters Score -1677908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1677923.375000 Penalty: 4742.080078
	Iteration 61Q: 3 clusters Score -1677923 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1677940.125000 Penalty: 4742.080078
	Iteration 62Q: 3 clusters Score -1677940 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1677955.000000 Penalty: 4742.080078
	Iteration 63Q: 3 clusters Score -1677955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1677968.500000 Penalty: 4742.080078
	Iteration 64Q: 3 clusters Score -1677968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1677979.875000 Penalty: 4742.080078
	Iteration 65Q: 3 clusters Score -1677980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1677996.125000 Penalty: 4742.080078
	Iteration 66Q: 3 clusters Score -1677996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1678014.875000 Penalty: 4742.080078
	Iteration 67Q: 3 clusters Score -1678015 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1678028.625000 Penalty: 4742.080078
	Iteration 68Q: 3 clusters Score -1678029 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1678044.125000 Penalty: 4742.080078
	Iteration 69Q: 3 clusters Score -1678044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1678058.500000 Penalty: 4742.080078
	Iteration 70Q: 3 clusters Score -1678058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1678068.000000 Penalty: 4742.080078
	Iteration 71Q: 3 clusters Score -1678068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1678075.125000 Penalty: 4742.080078
	Iteration 72Q: 3 clusters Score -1678075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1678085.875000 Penalty: 4742.080078
	Iteration 73Q: 3 clusters Score -1678086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1678098.750000 Penalty: 4742.080078
	Iteration 74Q: 3 clusters Score -1678099 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1678114.375000 Penalty: 4742.080078
	Iteration 75Q: 3 clusters Score -1678114 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1678130.500000 Penalty: 4742.080078
	Iteration 76Q: 3 clusters Score -1678130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1678149.125000 Penalty: 4742.080078
	Iteration 77Q: 3 clusters Score -1678149 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1678164.000000 Penalty: 4742.080078
	Iteration 78Q: 3 clusters Score -1678164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1678169.625000 Penalty: 4742.080078
	Iteration 79Q: 3 clusters Score -1678170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1678181.500000 Penalty: 4742.080078
	Iteration 80F: 3 clusters Score -1678182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1678189.875000 Penalty: 4742.080078
	Iteration 81Q: 3 clusters Score -1678190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1678202.500000 Penalty: 4742.080078
	Iteration 82Q: 3 clusters Score -1678202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1678214.250000 Penalty: 4742.080078
	Iteration 83Q: 3 clusters Score -1678214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1678222.750000 Penalty: 4742.080078
	Iteration 84Q: 3 clusters Score -1678223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1678228.375000 Penalty: 4742.080078
	Iteration 85Q: 3 clusters Score -1678228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1678234.125000 Penalty: 4742.080078
	Iteration 86Q: 3 clusters Score -1678234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1678244.375000 Penalty: 4742.080078
	Iteration 87Q: 3 clusters Score -1678244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1678250.500000 Penalty: 4742.080078
	Iteration 88Q: 3 clusters Score -1678250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1678256.750000 Penalty: 4742.080078
	Iteration 89Q: 3 clusters Score -1678257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1678266.875000 Penalty: 4742.080078
	Iteration 90Q: 3 clusters Score -1678267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1678273.250000 Penalty: 4742.080078
	Iteration 91Q: 3 clusters Score -1678273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1678279.875000 Penalty: 4742.080078
	Iteration 92Q: 3 clusters Score -1678280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1678285.000000 Penalty: 4742.080078
	Iteration 93Q: 3 clusters Score -1678285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1678286.500000 Penalty: 4742.080078
	Iteration 94Q: 3 clusters Score -1678286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1678292.000000 Penalty: 4742.080078
	Iteration 95Q: 3 clusters Score -1678292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1678294.125000 Penalty: 4742.080078
	Iteration 96Q: 3 clusters Score -1678294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1678296.375000 Penalty: 4742.080078
	Iteration 97Q: 3 clusters Score -1678296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1678301.125000 Penalty: 4742.080078
	Iteration 98Q: 3 clusters Score -1678301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1678304.875000 Penalty: 4742.080078
	Iteration 99Q: 3 clusters Score -1678305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1678307.375000 Penalty: 4742.080078
	Iteration 100F: 3 clusters Score -1678307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1678316.000000 Penalty: 4742.080078
	Iteration 101Q: 3 clusters Score -1678316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1678326.000000 Penalty: 4742.080078
	Iteration 102Q: 3 clusters Score -1678326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1678327.250000 Penalty: 4742.080078
	Iteration 103Q: 3 clusters Score -1678327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1678330.625000 Penalty: 4742.080078
	Iteration 104Q: 3 clusters Score -1678331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1678337.250000 Penalty: 4742.080078
	Iteration 105Q: 3 clusters Score -1678337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1678348.625000 Penalty: 4742.080078
	Iteration 106Q: 3 clusters Score -1678349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1678357.500000 Penalty: 4742.080078
	Iteration 107Q: 3 clusters Score -1678358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1678361.500000 Penalty: 4742.080078
	Iteration 108Q: 3 clusters Score -1678362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1678373.125000 Penalty: 4742.080078
	Iteration 109Q: 3 clusters Score -1678373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1678378.000000 Penalty: 4742.080078
	Iteration 110Q: 3 clusters Score -1678378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1678382.125000 Penalty: 4742.080078
	Iteration 111Q: 3 clusters Score -1678382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1678390.375000 Penalty: 4742.080078
	Iteration 112Q: 3 clusters Score -1678390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1678392.375000 Penalty: 4742.080078
	Iteration 113Q: 3 clusters Score -1678392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1678396.375000 Penalty: 4742.080078
	Iteration 114Q: 3 clusters Score -1678396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1678402.125000 Penalty: 4742.080078
	Iteration 115Q: 3 clusters Score -1678402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1678408.000000 Penalty: 4742.080078
	Iteration 116Q: 3 clusters Score -1678408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1678411.625000 Penalty: 4742.080078
	Iteration 117Q: 3 clusters Score -1678412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1678415.250000 Penalty: 4742.080078
	Iteration 118Q: 3 clusters Score -1678415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1678415.750000 Penalty: 4742.080078
	Iteration 119Q: 3 clusters Score -1678416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1678420.000000 Penalty: 4742.080078
	Iteration 120F: 3 clusters Score -1678420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1678422.125000 Penalty: 4742.080078
	Iteration 121Q: 3 clusters Score -1678422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1678424.250000 Penalty: 4742.080078
	Iteration 122Q: 3 clusters Score -1678424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1678432.875000 Penalty: 4742.080078
	Iteration 123Q: 3 clusters Score -1678433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1678435.250000 Penalty: 4742.080078
	Iteration 124Q: 3 clusters Score -1678435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1678436.125000 Penalty: 4742.080078
	Iteration 125Q: 3 clusters Score -1678436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1678437.250000 Penalty: 4742.080078
	Iteration 126Q: 3 clusters Score -1678437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1678443.000000 Penalty: 4742.080078
	Iteration 127Q: 3 clusters Score -1678443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1678446.500000 Penalty: 4742.080078
	Iteration 128Q: 3 clusters Score -1678446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1678445.500000 Penalty: 4742.080078
	Iteration 129Q: 3 clusters Score -1678446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1678449.125000 Penalty: 4742.080078
	Iteration 130Q: 3 clusters Score -1678449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1678451.125000 Penalty: 4742.080078
	Iteration 131Q: 3 clusters Score -1678451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1678455.375000 Penalty: 4742.080078
	Iteration 132Q: 3 clusters Score -1678455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1678454.500000 Penalty: 4742.080078
	Iteration 133Q: 3 clusters Score -1678454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1678455.750000 Penalty: 4742.080078
	Iteration 134Q: 3 clusters Score -1678456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1678455.000000 Penalty: 4742.080078
	Iteration 135Q: 3 clusters Score -1678455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1678456.500000 Penalty: 4742.080078
	Iteration 136Q: 3 clusters Score -1678456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1678455.250000 Penalty: 4742.080078
	Iteration 137Q: 3 clusters Score -1678455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1678455.250000 Penalty: 4742.080078
	Iteration 138F: 3 clusters Score -1678455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Entering Unmasked Estep 
Score: -2438502.750000 Penalty: 2465.851074
	Iteration 0F: 2 clusters Score -2438503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2423852.250000 Penalty: 4931.702148
	Iteration 0F: 3 clusters Score -2423852 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2428710.250000 Penalty: 4931.702148
	Iteration 1F: 3 clusters Score -2428710 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2429056.000000 Penalty: 4931.702148
	Iteration 2F: 3 clusters Score -2429056 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2429376.500000 Penalty: 4931.702148
	Iteration 3Q: 3 clusters Score -2429376 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2429721.000000 Penalty: 4931.702148
	Iteration 4Q: 3 clusters Score -2429721 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2430145.750000 Penalty: 4931.702148
	Iteration 5Q: 3 clusters Score -2430146 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2430577.500000 Penalty: 4931.702148
	Iteration 6Q: 3 clusters Score -2430578 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2430975.250000 Penalty: 4931.702148
	Iteration 7Q: 3 clusters Score -2430975 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2431389.500000 Penalty: 4931.702148
	Iteration 8Q: 3 clusters Score -2431390 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2431817.000000 Penalty: 4931.702148
	Iteration 9Q: 3 clusters Score -2431817 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2432258.250000 Penalty: 4931.702148
	Iteration 10Q: 3 clusters Score -2432258 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2432707.000000 Penalty: 4931.702148
	Iteration 11Q: 3 clusters Score -2432707 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2433190.250000 Penalty: 4931.702148
	Iteration 12Q: 3 clusters Score -2433190 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2433611.500000 Penalty: 4931.702148
	Iteration 13Q: 3 clusters Score -2433612 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2433963.500000 Penalty: 4931.702148
	Iteration 14Q: 3 clusters Score -2433964 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2434192.250000 Penalty: 4931.702148
	Iteration 15Q: 3 clusters Score -2434192 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2434357.500000 Penalty: 4931.702148
	Iteration 16Q: 3 clusters Score -2434358 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2434457.500000 Penalty: 4931.702148
	Iteration 17Q: 3 clusters Score -2434458 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2434519.750000 Penalty: 4931.702148
	Iteration 18Q: 3 clusters Score -2434520 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2434576.000000 Penalty: 4931.702148
	Iteration 19Q: 3 clusters Score -2434576 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2434635.000000 Penalty: 4931.702148
	Iteration 20F: 3 clusters Score -2434635 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2434690.500000 Penalty: 4931.702148
	Iteration 21Q: 3 clusters Score -2434690 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2434738.500000 Penalty: 4931.702148
	Iteration 22Q: 3 clusters Score -2434738 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2434804.500000 Penalty: 4931.702148
	Iteration 23Q: 3 clusters Score -2434804 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2434861.500000 Penalty: 4931.702148
	Iteration 24Q: 3 clusters Score -2434862 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2434933.500000 Penalty: 4931.702148
	Iteration 25Q: 3 clusters Score -2434934 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2434994.000000 Penalty: 4931.702148
	Iteration 26Q: 3 clusters Score -2434994 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2435080.250000 Penalty: 4931.702148
	Iteration 27Q: 3 clusters Score -2435080 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2435148.000000 Penalty: 4931.702148
	Iteration 28Q: 3 clusters Score -2435148 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2435209.000000 Penalty: 4931.702148
	Iteration 29Q: 3 clusters Score -2435209 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2435268.000000 Penalty: 4931.702148
	Iteration 30Q: 3 clusters Score -2435268 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2435339.000000 Penalty: 4931.702148
	Iteration 31Q: 3 clusters Score -2435339 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2435395.000000 Penalty: 4931.702148
	Iteration 32Q: 3 clusters Score -2435395 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2435448.250000 Penalty: 4931.702148
	Iteration 33Q: 3 clusters Score -2435448 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2435503.750000 Penalty: 4931.702148
	Iteration 34Q: 3 clusters Score -2435504 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2435543.250000 Penalty: 4931.702148
	Iteration 35Q: 3 clusters Score -2435543 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2435582.250000 Penalty: 4931.702148
	Iteration 36Q: 3 clusters Score -2435582 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2435619.750000 Penalty: 4931.702148
	Iteration 37Q: 3 clusters Score -2435620 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2435653.250000 Penalty: 4931.702148
	Iteration 38Q: 3 clusters Score -2435653 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2435685.250000 Penalty: 4931.702148
	Iteration 39Q: 3 clusters Score -2435685 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2435709.750000 Penalty: 4931.702148
	Iteration 40F: 3 clusters Score -2435710 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2435738.250000 Penalty: 4931.702148
	Iteration 41Q: 3 clusters Score -2435738 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2435764.000000 Penalty: 4931.702148
	Iteration 42Q: 3 clusters Score -2435764 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2435801.750000 Penalty: 4931.702148
	Iteration 43Q: 3 clusters Score -2435802 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2435838.250000 Penalty: 4931.702148
	Iteration 44Q: 3 clusters Score -2435838 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2435887.000000 Penalty: 4931.702148
	Iteration 45Q: 3 clusters Score -2435887 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2435943.000000 Penalty: 4931.702148
	Iteration 46Q: 3 clusters Score -2435943 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2435997.750000 Penalty: 4931.702148
	Iteration 47Q: 3 clusters Score -2435998 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2436048.500000 Penalty: 4931.702148
	Iteration 48Q: 3 clusters Score -2436048 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2436098.500000 Penalty: 4931.702148
	Iteration 49Q: 3 clusters Score -2436098 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2436139.750000 Penalty: 4931.702148
	Iteration 50Q: 3 clusters Score -2436140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2436186.000000 Penalty: 4931.702148
	Iteration 51Q: 3 clusters Score -2436186 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2436242.000000 Penalty: 4931.702148
	Iteration 52Q: 3 clusters Score -2436242 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2436297.250000 Penalty: 4931.702148
	Iteration 53Q: 3 clusters Score -2436297 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2436350.000000 Penalty: 4931.702148
	Iteration 54Q: 3 clusters Score -2436350 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2436406.250000 Penalty: 4931.702148
	Iteration 55Q: 3 clusters Score -2436406 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2436455.250000 Penalty: 4931.702148
	Iteration 56Q: 3 clusters Score -2436455 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2436513.750000 Penalty: 4931.702148
	Iteration 57Q: 3 clusters Score -2436514 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2436571.000000 Penalty: 4931.702148
	Iteration 58Q: 3 clusters Score -2436571 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2436613.000000 Penalty: 4931.702148
	Iteration 59Q: 3 clusters Score -2436613 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2436663.000000 Penalty: 4931.702148
	Iteration 60F: 3 clusters Score -2436663 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2436702.250000 Penalty: 4931.702148
	Iteration 61Q: 3 clusters Score -2436702 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2436723.750000 Penalty: 4931.702148
	Iteration 62Q: 3 clusters Score -2436724 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2436762.000000 Penalty: 4931.702148
	Iteration 63Q: 3 clusters Score -2436762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2436784.750000 Penalty: 4931.702148
	Iteration 64Q: 3 clusters Score -2436785 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2436811.250000 Penalty: 4931.702148
	Iteration 65Q: 3 clusters Score -2436811 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2436838.500000 Penalty: 4931.702148
	Iteration 66Q: 3 clusters Score -2436838 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2436860.750000 Penalty: 4931.702148
	Iteration 67Q: 3 clusters Score -2436861 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2436885.500000 Penalty: 4931.702148
	Iteration 68Q: 3 clusters Score -2436886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2436920.250000 Penalty: 4931.702148
	Iteration 69Q: 3 clusters Score -2436920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2436945.250000 Penalty: 4931.702148
	Iteration 70Q: 3 clusters Score -2436945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2436976.750000 Penalty: 4931.702148
	Iteration 71Q: 3 clusters Score -2436977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2436995.750000 Penalty: 4931.702148
	Iteration 72Q: 3 clusters Score -2436996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2437006.500000 Penalty: 4931.702148
	Iteration 73Q: 3 clusters Score -2437006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2437030.000000 Penalty: 4931.702148
	Iteration 74Q: 3 clusters Score -2437030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2437060.000000 Penalty: 4931.702148
	Iteration 75Q: 3 clusters Score -2437060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2437076.000000 Penalty: 4931.702148
	Iteration 76Q: 3 clusters Score -2437076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2437093.250000 Penalty: 4931.702148
	Iteration 77Q: 3 clusters Score -2437093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2437114.000000 Penalty: 4931.702148
	Iteration 78Q: 3 clusters Score -2437114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2437124.500000 Penalty: 4931.702148
	Iteration 79Q: 3 clusters Score -2437124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2437141.250000 Penalty: 4931.702148
	Iteration 80F: 3 clusters Score -2437141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2437148.000000 Penalty: 4931.702148
	Iteration 81Q: 3 clusters Score -2437148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2437143.000000 Penalty: 4931.702148
	Iteration 82Q: 3 clusters Score -2437143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2437151.750000 Penalty: 4931.702148
	Iteration 83Q: 3 clusters Score -2437152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2437156.250000 Penalty: 4931.702148
	Iteration 84Q: 3 clusters Score -2437156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2437165.000000 Penalty: 4931.702148
	Iteration 85Q: 3 clusters Score -2437165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2437166.000000 Penalty: 4931.702148
	Iteration 86Q: 3 clusters Score -2437166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2437164.250000 Penalty: 4931.702148
	Iteration 87Q: 3 clusters Score -2437164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2437165.000000 Penalty: 4931.702148
	Iteration 88Q: 3 clusters Score -2437165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2437168.000000 Penalty: 4931.702148
	Iteration 89Q: 3 clusters Score -2437168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2437169.500000 Penalty: 4931.702148
	Iteration 90Q: 3 clusters Score -2437170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2437169.500000 Penalty: 4931.702148
	Iteration 91F: 3 clusters Score -2437170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Entering Unmasked Estep 
Score: -2078388.125000 Penalty: 2423.585938
	Iteration 0F: 2 clusters Score -2078388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2065927.000000 Penalty: 4847.171875
	Iteration 0F: 3 clusters Score -2065927 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2069835.500000 Penalty: 4847.171875
	Iteration 1F: 3 clusters Score -2069836 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2070131.375000 Penalty: 4847.171875
	Iteration 2Q: 3 clusters Score -2070131 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2070404.000000 Penalty: 4847.171875
	Iteration 3Q: 3 clusters Score -2070404 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2070645.125000 Penalty: 4847.171875
	Iteration 4Q: 3 clusters Score -2070645 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2070902.875000 Penalty: 4847.171875
	Iteration 5Q: 3 clusters Score -2070903 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2071206.125000 Penalty: 4847.171875
	Iteration 6Q: 3 clusters Score -2071206 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2071604.750000 Penalty: 4847.171875
	Iteration 7Q: 3 clusters Score -2071605 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2072195.750000 Penalty: 4847.171875
	Iteration 8F: 3 clusters Score -2072196 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2072962.625000 Penalty: 4847.171875
	Iteration 9F: 3 clusters Score -2072963 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2073874.250000 Penalty: 4847.171875
	Iteration 10F: 3 clusters Score -2073874 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2074751.000000 Penalty: 4847.171875
	Iteration 11F: 3 clusters Score -2074751 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2075432.625000 Penalty: 4847.171875
	Iteration 12Q: 3 clusters Score -2075433 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2075880.000000 Penalty: 4847.171875
	Iteration 13Q: 3 clusters Score -2075880 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2076095.000000 Penalty: 4847.171875
	Iteration 14Q: 3 clusters Score -2076095 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2076202.000000 Penalty: 4847.171875
	Iteration 15Q: 3 clusters Score -2076202 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2076264.250000 Penalty: 4847.171875
	Iteration 16Q: 3 clusters Score -2076264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2076304.875000 Penalty: 4847.171875
	Iteration 17Q: 3 clusters Score -2076305 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2076335.125000 Penalty: 4847.171875
	Iteration 18Q: 3 clusters Score -2076335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2076354.625000 Penalty: 4847.171875
	Iteration 19Q: 3 clusters Score -2076355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2076368.250000 Penalty: 4847.171875
	Iteration 20F: 3 clusters Score -2076368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2076386.500000 Penalty: 4847.171875
	Iteration 21Q: 3 clusters Score -2076386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2076401.125000 Penalty: 4847.171875
	Iteration 22Q: 3 clusters Score -2076401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2076406.000000 Penalty: 4847.171875
	Iteration 23Q: 3 clusters Score -2076406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2076413.625000 Penalty: 4847.171875
	Iteration 24Q: 3 clusters Score -2076414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2076416.875000 Penalty: 4847.171875
	Iteration 25Q: 3 clusters Score -2076417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2076419.500000 Penalty: 4847.171875
	Iteration 26Q: 3 clusters Score -2076420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2076422.250000 Penalty: 4847.171875
	Iteration 27Q: 3 clusters Score -2076422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2076420.625000 Penalty: 4847.171875
	Iteration 28Q: 3 clusters Score -2076421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2076421.000000 Penalty: 4847.171875
	Iteration 29Q: 3 clusters Score -2076421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2076416.375000 Penalty: 4847.171875
	Iteration 30Q: 3 clusters Score -2076416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2076420.000000 Penalty: 4847.171875
	Iteration 31Q: 3 clusters Score -2076420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2076425.375000 Penalty: 4847.171875
	Iteration 32Q: 3 clusters Score -2076425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2076432.500000 Penalty: 4847.171875
	Iteration 33Q: 3 clusters Score -2076432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2076433.500000 Penalty: 4847.171875
	Iteration 34Q: 3 clusters Score -2076434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2076440.750000 Penalty: 4847.171875
	Iteration 35Q: 3 clusters Score -2076441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2076443.125000 Penalty: 4847.171875
	Iteration 36Q: 3 clusters Score -2076443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2076445.375000 Penalty: 4847.171875
	Iteration 37Q: 3 clusters Score -2076445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2076447.750000 Penalty: 4847.171875
	Iteration 38Q: 3 clusters Score -2076448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2076447.875000 Penalty: 4847.171875
	Iteration 39Q: 3 clusters Score -2076448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2076452.375000 Penalty: 4847.171875
	Iteration 40F: 3 clusters Score -2076452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2076452.125000 Penalty: 4847.171875
	Iteration 41Q: 3 clusters Score -2076452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2076454.750000 Penalty: 4847.171875
	Iteration 42Q: 3 clusters Score -2076455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2076457.500000 Penalty: 4847.171875
	Iteration 43Q: 3 clusters Score -2076458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2076455.125000 Penalty: 4847.171875
	Iteration 44Q: 3 clusters Score -2076455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2076457.375000 Penalty: 4847.171875
	Iteration 45Q: 3 clusters Score -2076457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2076459.125000 Penalty: 4847.171875
	Iteration 46Q: 3 clusters Score -2076459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2076458.500000 Penalty: 4847.171875
	Iteration 47Q: 3 clusters Score -2076458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2076465.750000 Penalty: 4847.171875
	Iteration 48Q: 3 clusters Score -2076466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2076466.250000 Penalty: 4847.171875
	Iteration 49Q: 3 clusters Score -2076466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2076473.375000 Penalty: 4847.171875
	Iteration 50Q: 3 clusters Score -2076473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2076472.375000 Penalty: 4847.171875
	Iteration 51Q: 3 clusters Score -2076472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2076472.375000 Penalty: 4847.171875
	Iteration 52F: 3 clusters Score -2076472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (241053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241053 members 
Entering Unmasked Estep 
Score: -27960978.000000 Penalty: 3073.407471
	Iteration 0F: 2 clusters Score -2.796098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120727 members 
Mstep: Class 2 contains 120326 members 
Entering Unmasked Estep 
Score: -27804192.000000 Penalty: 6146.814941
	Iteration 0F: 3 clusters Score -2.780419e+07 nChanged 116298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124513 members 
Mstep: Class 2 contains 116540 members 
Entering Unmasked Estep 
Score: -27872332.000000 Penalty: 6146.814941
	Iteration 1F: 3 clusters Score -2.787233e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126691 members 
Mstep: Class 2 contains 114362 members 
Entering Unmasked Estep 
Score: -27873146.000000 Penalty: 6146.814941
	Iteration 2Q: 3 clusters Score -2.787315e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130244 members 
Mstep: Class 2 contains 110809 members 
Entering Unmasked Estep 
Score: -27874382.000000 Penalty: 6146.814941
	Iteration 3Q: 3 clusters Score -2.787438e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135794 members 
Mstep: Class 2 contains 105259 members 
Entering Unmasked Estep 
Score: -27876352.000000 Penalty: 6146.814941
	Iteration 4Q: 3 clusters Score -2.787635e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144225 members 
Mstep: Class 2 contains 96828 members 
Entering Unmasked Estep 
Score: -27879802.000000 Penalty: 6146.814941
	Iteration 5Q: 3 clusters Score -2.78798e+07 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -27886186.000000 Penalty: 6146.814941
	Iteration 6F: 3 clusters Score -2.788619e+07 nChanged 17556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174207 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -27898208.000000 Penalty: 6146.814941
	Iteration 7F: 3 clusters Score -2.789821e+07 nChanged 21733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195916 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -27916282.000000 Penalty: 6146.814941
	Iteration 8F: 3 clusters Score -2.791628e+07 nChanged 20708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216620 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -27935600.000000 Penalty: 6146.814941
	Iteration 9F: 3 clusters Score -2.79356e+07 nChanged 13661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230275 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -27948278.000000 Penalty: 6146.814941
	Iteration 10F: 3 clusters Score -2.794828e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236694 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -27954494.000000 Penalty: 6146.814941
	Iteration 11Q: 3 clusters Score -2.795449e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239156 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -27956594.000000 Penalty: 6146.814941
	Iteration 12Q: 3 clusters Score -2.795659e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239994 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -27957458.000000 Penalty: 6146.814941
	Iteration 13Q: 3 clusters Score -2.795746e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240305 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -27957794.000000 Penalty: 6146.814941
	Iteration 14Q: 3 clusters Score -2.795779e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240461 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -27958022.000000 Penalty: 6146.814941
	Iteration 15Q: 3 clusters Score -2.795802e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240523 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -27958130.000000 Penalty: 6146.814941
	Iteration 16Q: 3 clusters Score -2.795813e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240558 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -27958146.000000 Penalty: 6146.814941
	Iteration 17Q: 3 clusters Score -2.795815e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240576 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -27958196.000000 Penalty: 6146.814941
	Iteration 18Q: 3 clusters Score -2.79582e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240588 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -27958236.000000 Penalty: 6146.814941
	Iteration 19Q: 3 clusters Score -2.795824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240593 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -27958234.000000 Penalty: 6146.814941
	Iteration 20F: 3 clusters Score -2.795823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240594 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -27958256.000000 Penalty: 6146.814941
	Iteration 21Q: 3 clusters Score -2.795826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240592 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -27958268.000000 Penalty: 6146.814941
	Iteration 22Q: 3 clusters Score -2.795827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240590 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -27958272.000000 Penalty: 6146.814941
	Iteration 23Q: 3 clusters Score -2.795827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240591 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -27958284.000000 Penalty: 6146.814941
	Iteration 24Q: 3 clusters Score -2.795828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240592 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -27958270.000000 Penalty: 6146.814941
	Iteration 25Q: 3 clusters Score -2.795827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240592 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -27958300.000000 Penalty: 6146.814941
	Iteration 26Q: 3 clusters Score -2.79583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240594 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -27958296.000000 Penalty: 6146.814941
	Iteration 27Q: 3 clusters Score -2.79583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240595 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -27958304.000000 Penalty: 6146.814941
	Iteration 28Q: 3 clusters Score -2.79583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240595 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -27958294.000000 Penalty: 6146.814941
	Iteration 29Q: 3 clusters Score -2.795829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240596 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -27958310.000000 Penalty: 6146.814941
	Iteration 30Q: 3 clusters Score -2.795831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240596 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -27958310.000000 Penalty: 6146.814941
	Iteration 31F: 3 clusters Score -2.795831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Entering Unmasked Estep 
Score: -6174942.500000 Penalty: 2693.436768
	Iteration 0F: 2 clusters Score -6174942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -6139943.000000 Penalty: 5386.873535
	Iteration 0F: 3 clusters Score -6139943 nChanged 23882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -6153228.000000 Penalty: 5386.873535
	Iteration 1F: 3 clusters Score -6153228 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -6153849.500000 Penalty: 5386.873535
	Iteration 2Q: 3 clusters Score -6153850 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -6154633.000000 Penalty: 5386.873535
	Iteration 3Q: 3 clusters Score -6154633 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -6155730.000000 Penalty: 5386.873535
	Iteration 4Q: 3 clusters Score -6155730 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -6157387.500000 Penalty: 5386.873535
	Iteration 5F: 3 clusters Score -6157388 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -6159796.000000 Penalty: 5386.873535
	Iteration 6F: 3 clusters Score -6159796 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -6163088.000000 Penalty: 5386.873535
	Iteration 7F: 3 clusters Score -6163088 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -6166620.500000 Penalty: 5386.873535
	Iteration 8F: 3 clusters Score -6166620 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -6169346.500000 Penalty: 5386.873535
	Iteration 9F: 3 clusters Score -6169346 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -6170753.500000 Penalty: 5386.873535
	Iteration 10Q: 3 clusters Score -6170754 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -6171424.500000 Penalty: 5386.873535
	Iteration 11Q: 3 clusters Score -6171424 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -6171718.000000 Penalty: 5386.873535
	Iteration 12Q: 3 clusters Score -6171718 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -6171933.000000 Penalty: 5386.873535
	Iteration 13Q: 3 clusters Score -6171933 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -6172062.000000 Penalty: 5386.873535
	Iteration 14Q: 3 clusters Score -6172062 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -6172153.500000 Penalty: 5386.873535
	Iteration 15Q: 3 clusters Score -6172154 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -6172238.000000 Penalty: 5386.873535
	Iteration 16Q: 3 clusters Score -6172238 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6172302.500000 Penalty: 5386.873535
	Iteration 17Q: 3 clusters Score -6172302 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -6172374.000000 Penalty: 5386.873535
	Iteration 18Q: 3 clusters Score -6172374 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -6172409.500000 Penalty: 5386.873535
	Iteration 19Q: 3 clusters Score -6172410 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -6172439.000000 Penalty: 5386.873535
	Iteration 20F: 3 clusters Score -6172439 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -6172446.000000 Penalty: 5386.873535
	Iteration 21Q: 3 clusters Score -6172446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -6172457.000000 Penalty: 5386.873535
	Iteration 22Q: 3 clusters Score -6172457 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -6172481.500000 Penalty: 5386.873535
	Iteration 23Q: 3 clusters Score -6172482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -6172504.500000 Penalty: 5386.873535
	Iteration 24Q: 3 clusters Score -6172504 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -6172525.500000 Penalty: 5386.873535
	Iteration 25Q: 3 clusters Score -6172526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -6172557.000000 Penalty: 5386.873535
	Iteration 26Q: 3 clusters Score -6172557 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -6172580.500000 Penalty: 5386.873535
	Iteration 27Q: 3 clusters Score -6172580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -6172593.500000 Penalty: 5386.873535
	Iteration 28Q: 3 clusters Score -6172594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -6172634.500000 Penalty: 5386.873535
	Iteration 29Q: 3 clusters Score -6172634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -6172649.500000 Penalty: 5386.873535
	Iteration 30Q: 3 clusters Score -6172650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -6172662.500000 Penalty: 5386.873535
	Iteration 31Q: 3 clusters Score -6172662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -6172683.000000 Penalty: 5386.873535
	Iteration 32Q: 3 clusters Score -6172683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -6172686.000000 Penalty: 5386.873535
	Iteration 33Q: 3 clusters Score -6172686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -6172704.000000 Penalty: 5386.873535
	Iteration 34Q: 3 clusters Score -6172704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -6172713.000000 Penalty: 5386.873535
	Iteration 35Q: 3 clusters Score -6172713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -6172710.000000 Penalty: 5386.873535
	Iteration 36Q: 3 clusters Score -6172710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -6172709.000000 Penalty: 5386.873535
	Iteration 37Q: 3 clusters Score -6172709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -6172712.500000 Penalty: 5386.873535
	Iteration 38Q: 3 clusters Score -6172712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -6172721.000000 Penalty: 5386.873535
	Iteration 39Q: 3 clusters Score -6172721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -6172727.500000 Penalty: 5386.873535
	Iteration 40F: 3 clusters Score -6172728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -6172726.500000 Penalty: 5386.873535
	Iteration 41Q: 3 clusters Score -6172726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -6172733.000000 Penalty: 5386.873535
	Iteration 42Q: 3 clusters Score -6172733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -6172729.000000 Penalty: 5386.873535
	Iteration 43Q: 3 clusters Score -6172729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -6172735.000000 Penalty: 5386.873535
	Iteration 44Q: 3 clusters Score -6172735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -6172734.000000 Penalty: 5386.873535
	Iteration 45Q: 3 clusters Score -6172734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -6172729.000000 Penalty: 5386.873535
	Iteration 46Q: 3 clusters Score -6172729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -6172730.500000 Penalty: 5386.873535
	Iteration 47Q: 3 clusters Score -6172730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -6172725.000000 Penalty: 5386.873535
	Iteration 48Q: 3 clusters Score -6172725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -6172724.000000 Penalty: 5386.873535
	Iteration 49Q: 3 clusters Score -6172724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -6172729.500000 Penalty: 5386.873535
	Iteration 50Q: 3 clusters Score -6172730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -6172728.000000 Penalty: 5386.873535
	Iteration 51Q: 3 clusters Score -6172728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -6172728.000000 Penalty: 5386.873535
	Iteration 52Q: 3 clusters Score -6172728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -6172733.500000 Penalty: 5386.873535
	Iteration 53Q: 3 clusters Score -6172734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -6172727.000000 Penalty: 5386.873535
	Iteration 54Q: 3 clusters Score -6172727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -6172726.500000 Penalty: 5386.873535
	Iteration 55Q: 3 clusters Score -6172726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -6172733.000000 Penalty: 5386.873535
	Iteration 56Q: 3 clusters Score -6172733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -6172727.500000 Penalty: 5386.873535
	Iteration 57Q: 3 clusters Score -6172728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -6172728.000000 Penalty: 5386.873535
	Iteration 58Q: 3 clusters Score -6172728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -6172727.000000 Penalty: 5386.873535
	Iteration 59Q: 3 clusters Score -6172727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -6172728.500000 Penalty: 5386.873535
	Iteration 60F: 3 clusters Score -6172728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -6172731.000000 Penalty: 5386.873535
	Iteration 61Q: 3 clusters Score -6172731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -6172731.500000 Penalty: 5386.873535
	Iteration 62Q: 3 clusters Score -6172732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -6172731.500000 Penalty: 5386.873535
	Iteration 63F: 3 clusters Score -6172732 nChanged 0
--- Evaluating fit on full set of 1956292 points ---
Entering Unmasked Estep 
Score: -222767936.000000 Penalty: 46704.675781
20->14 Clusters: Score -222767936.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 652097 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 32761 members 
Mstep: Class 3 contains 32774 members 
Mstep: Class 4 contains 32943 members 
Mstep: Class 5 contains 32670 members 
Mstep: Class 6 contains 32321 members 
Mstep: Class 7 contains 32478 members 
Mstep: Class 8 contains 32628 members 
Mstep: Class 9 contains 32533 members 
Mstep: Class 10 contains 32509 members 
Mstep: Class 11 contains 32359 members 
Mstep: Class 12 contains 32832 members 
Mstep: Class 13 contains 32279 members 
Mstep: Class 14 contains 32804 members 
Mstep: Class 15 contains 32605 members 
Mstep: Class 16 contains 32659 members 
Mstep: Class 17 contains 32551 members 
Mstep: Class 18 contains 32539 members 
Mstep: Class 19 contains 32623 members 
Mstep: Class 20 contains 32739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1002.814575 but Gain 3320.210938
Score: -72369320.000000 Penalty: 63084.015625
Iteration 0F: 20 clusters Score -7.236932e+07 nChanged 614507
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 35889 members 
Mstep: Class 3 contains 35134 members 
Mstep: Class 4 contains 40476 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 26957 members 
Mstep: Class 7 contains 66612 members 
Mstep: Class 9 contains 27777 members 
Mstep: Class 10 contains 17224 members 
Mstep: Class 11 contains 26738 members 
Mstep: Class 12 contains 33516 members 
Mstep: Class 13 contains 23176 members 
Mstep: Class 14 contains 32766 members 
Mstep: Class 15 contains 67359 members 
Mstep: Class 16 contains 25558 members 
Mstep: Class 17 contains 22877 members 
Mstep: Class 18 contains 22961 members 
Mstep: Class 19 contains 32970 members 
Mstep: Class 20 contains 34243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73736896.000000 Penalty: 63084.015625
Iteration 1F: 20 clusters Score -7.37369e+07 nChanged 200196
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 39285 members 
Mstep: Class 3 contains 39137 members 
Mstep: Class 4 contains 43472 members 
Mstep: Class 5 contains 38939 members 
Mstep: Class 6 contains 28043 members 
Mstep: Class 7 contains 71706 members 
Mstep: Class 9 contains 27724 members 
Mstep: Class 10 contains 9959 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 12 contains 25539 members 
Mstep: Class 13 contains 23697 members 
Mstep: Class 14 contains 32423 members 
Mstep: Class 15 contains 57436 members 
Mstep: Class 16 contains 22425 members 
Mstep: Class 17 contains 21791 members 
Mstep: Class 18 contains 18452 members 
Mstep: Class 19 contains 31118 members 
Mstep: Class 20 contains 36139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73985944.000000 Penalty: 63084.015625
Iteration 2F: 20 clusters Score -7.398594e+07 nChanged 140646
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 41649 members 
Mstep: Class 3 contains 38935 members 
Mstep: Class 4 contains 45685 members 
Mstep: Class 5 contains 39003 members 
Mstep: Class 6 contains 32661 members 
Mstep: Class 7 contains 90784 members 
Mstep: Class 9 contains 24783 members 
Mstep: Class 10 contains 5859 members 
Mstep: Class 11 contains 23073 members 
Mstep: Class 12 contains 20390 members 
Mstep: Class 13 contains 22194 members 
Mstep: Class 14 contains 29976 members 
Mstep: Class 15 contains 48484 members 
Mstep: Class 16 contains 17681 members 
Mstep: Class 17 contains 17998 members 
Mstep: Class 18 contains 15587 members 
Mstep: Class 19 contains 28733 members 
Mstep: Class 20 contains 34776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74109464.000000 Penalty: 63084.015625
Iteration 3F: 20 clusters Score -7.410946e+07 nChanged 113288
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 41286 members 
Mstep: Class 3 contains 36620 members 
Mstep: Class 4 contains 44573 members 
Mstep: Class 5 contains 36907 members 
Mstep: Class 6 contains 38309 members 
Mstep: Class 7 contains 120929 members 
Mstep: Class 9 contains 20624 members 
Mstep: Class 10 contains 3696 members 
Mstep: Class 11 contains 20165 members 
Mstep: Class 12 contains 17052 members 
Mstep: Class 13 contains 18978 members 
Mstep: Class 14 contains 26560 members 
Mstep: Class 15 contains 40487 members 
Mstep: Class 16 contains 13316 members 
Mstep: Class 17 contains 13463 members 
Mstep: Class 18 contains 12167 members 
Mstep: Class 19 contains 26612 members 
Mstep: Class 20 contains 31841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2792.386719 but Gain 3320.210938
Score: -74207560.000000 Penalty: 59763.804688
Iteration 4F: 19 clusters Score -7.420756e+07 nChanged 105564
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 38412 members 
Mstep: Class 3 contains 33507 members 
Mstep: Class 4 contains 40417 members 
Mstep: Class 5 contains 32290 members 
Mstep: Class 6 contains 42978 members 
Mstep: Class 7 contains 162087 members 
Mstep: Class 9 contains 15749 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 14651 members 
Mstep: Class 13 contains 15141 members 
Mstep: Class 14 contains 21915 members 
Mstep: Class 15 contains 34874 members 
Mstep: Class 16 contains 9634 members 
Mstep: Class 17 contains 9061 members 
Mstep: Class 18 contains 8563 members 
Mstep: Class 19 contains 24772 members 
Mstep: Class 20 contains 27450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74304408.000000 Penalty: 59763.804688
Iteration 5F: 19 clusters Score -7.430441e+07 nChanged 98208
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 119204 members 
Mstep: Class 2 contains 33202 members 
Mstep: Class 3 contains 30306 members 
Mstep: Class 4 contains 33559 members 
Mstep: Class 5 contains 25249 members 
Mstep: Class 6 contains 44757 members 
Mstep: Class 7 contains 212285 members 
Mstep: Class 9 contains 10916 members 
Mstep: Class 11 contains 11704 members 
Mstep: Class 12 contains 12273 members 
Mstep: Class 13 contains 11237 members 
Mstep: Class 14 contains 16008 members 
Mstep: Class 15 contains 28740 members 
Mstep: Class 16 contains 6548 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 5355 members 
Mstep: Class 19 contains 23837 members 
Mstep: Class 20 contains 21392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2598.468994 but Gain 3320.210938
Score: -74396528.000000 Penalty: 56443.593750
Iteration 6F: 18 clusters Score -7.439653e+07 nChanged 92876
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 130417 members 
Mstep: Class 2 contains 27038 members 
Mstep: Class 3 contains 27674 members 
Mstep: Class 4 contains 25790 members 
Mstep: Class 5 contains 16812 members 
Mstep: Class 6 contains 43874 members 
Mstep: Class 7 contains 266237 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 11 contains 7152 members 
Mstep: Class 12 contains 10138 members 
Mstep: Class 13 contains 7764 members 
Mstep: Class 14 contains 10262 members 
Mstep: Class 15 contains 25720 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 24214 members 
Mstep: Class 20 contains 14546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1901.137329 but Gain 3320.210938
Score: -74479752.000000 Penalty: 53123.382812
Iteration 7F: 17 clusters Score -7.447975e+07 nChanged 74718
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 136041 members 
Mstep: Class 2 contains 21128 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 18786 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 41874 members 
Mstep: Class 7 contains 309701 members 
Mstep: Class 9 contains 4184 members 
Mstep: Class 11 contains 3849 members 
Mstep: Class 12 contains 8098 members 
Mstep: Class 13 contains 5129 members 
Mstep: Class 14 contains 5626 members 
Mstep: Class 15 contains 25541 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 19 contains 24753 members 
Mstep: Class 20 contains 8771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2067.043945 but Gain 3320.210938
Score: -74516024.000000 Penalty: 49803.171875
Iteration 8F: 16 clusters Score -7.451602e+07 nChanged 56119
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 139560 members 
Mstep: Class 2 contains 17036 members 
Mstep: Class 3 contains 25614 members 
Mstep: Class 4 contains 13641 members 
Mstep: Class 5 contains 5113 members 
Mstep: Class 6 contains 41004 members 
Mstep: Class 7 contains 335241 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 26198 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 19 contains 25332 members 
Mstep: Class 20 contains 5194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2186.403564 but Gain 3320.214844
Score: -74503368.000000 Penalty: 46482.957031
Iteration 9F: 15 clusters Score -7.450337e+07 nChanged 38667
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 147688 members 
Mstep: Class 2 contains 15153 members 
Mstep: Class 3 contains 26608 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 3121 members 
Mstep: Class 6 contains 41656 members 
Mstep: Class 7 contains 337756 members 
Mstep: Class 9 contains 1915 members 
Mstep: Class 12 contains 5864 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 2009 members 
Mstep: Class 15 contains 26992 members 
Mstep: Class 19 contains 26478 members 
Mstep: Class 20 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1665.420776 but Gain 3320.210938
Score: -74511344.000000 Penalty: 43162.746094
Iteration 10F: 14 clusters Score -7.451134e+07 nChanged 28081
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 157701 members 
Mstep: Class 2 contains 14347 members 
Mstep: Class 3 contains 27937 members 
Mstep: Class 4 contains 8236 members 
Mstep: Class 5 contains 2231 members 
Mstep: Class 6 contains 42719 members 
Mstep: Class 7 contains 331937 members 
Mstep: Class 9 contains 1576 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 2224 members 
Mstep: Class 15 contains 27677 members 
Mstep: Class 19 contains 27319 members 
Mstep: Class 20 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1850.312866 but Gain 3320.210938
Score: -74530464.000000 Penalty: 39842.535156
Iteration 11Q: 13 clusters Score -7.453046e+07 nChanged 23270
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 166925 members 
Mstep: Class 2 contains 13942 members 
Mstep: Class 3 contains 29200 members 
Mstep: Class 4 contains 6677 members 
Mstep: Class 6 contains 43444 members 
Mstep: Class 7 contains 324947 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 12 contains 5195 members 
Mstep: Class 13 contains 1949 members 
Mstep: Class 15 contains 28211 members 
Mstep: Class 19 contains 27885 members 
Mstep: Class 20 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2385.520752 but Gain 3320.210938
Score: -74550072.000000 Penalty: 36522.324219
Iteration 12Q: 12 clusters Score -7.455007e+07 nChanged 19179
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 175756 members 
Mstep: Class 2 contains 13758 members 
Mstep: Class 3 contains 30137 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 6 contains 44031 members 
Mstep: Class 7 contains 317006 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 1786 members 
Mstep: Class 15 contains 28631 members 
Mstep: Class 19 contains 28132 members 
Mstep: Class 20 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2380.846436 but Gain 3320.210938
Score: -74564400.000000 Penalty: 33202.113281
Iteration 13Q: 11 clusters Score -7.45644e+07 nChanged 17391
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 184689 members 
Mstep: Class 2 contains 13476 members 
Mstep: Class 3 contains 30649 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 6 contains 44483 members 
Mstep: Class 7 contains 309233 members 
Mstep: Class 12 contains 5518 members 
Mstep: Class 13 contains 1723 members 
Mstep: Class 15 contains 28946 members 
Mstep: Class 19 contains 28285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2540.642822 but Gain 3320.210938
Score: -74578264.000000 Penalty: 29881.902344
Iteration 14Q: 10 clusters Score -7.457826e+07 nChanged 15304
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 192933 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 30889 members 
Mstep: Class 4 contains 4635 members 
Mstep: Class 6 contains 44766 members 
Mstep: Class 7 contains 302074 members 
Mstep: Class 12 contains 6028 members 
Mstep: Class 15 contains 29159 members 
Mstep: Class 19 contains 28404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74587952.000000 Penalty: 29881.902344
Iteration 15Q: 10 clusters Score -7.458795e+07 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 199196 members 
Mstep: Class 2 contains 12668 members 
Mstep: Class 3 contains 30921 members 
Mstep: Class 4 contains 4393 members 
Mstep: Class 6 contains 44902 members 
Mstep: Class 7 contains 295648 members 
Mstep: Class 12 contains 6564 members 
Mstep: Class 15 contains 29265 members 
Mstep: Class 19 contains 28439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74594072.000000 Penalty: 29881.902344
Iteration 16Q: 10 clusters Score -7.459407e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 203179 members 
Mstep: Class 2 contains 12198 members 
Mstep: Class 3 contains 30772 members 
Mstep: Class 4 contains 4236 members 
Mstep: Class 6 contains 44876 members 
Mstep: Class 7 contains 291845 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 15 contains 29315 members 
Mstep: Class 19 contains 28463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74596528.000000 Penalty: 29881.902344
Iteration 17Q: 10 clusters Score -7.459653e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 205759 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 30584 members 
Mstep: Class 4 contains 4168 members 
Mstep: Class 6 contains 44827 members 
Mstep: Class 7 contains 289362 members 
Mstep: Class 12 contains 7657 members 
Mstep: Class 15 contains 29358 members 
Mstep: Class 19 contains 28483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74597656.000000 Penalty: 29881.902344
Iteration 18Q: 10 clusters Score -7.459766e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 207174 members 
Mstep: Class 2 contains 11427 members 
Mstep: Class 3 contains 30392 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 6 contains 44741 members 
Mstep: Class 7 contains 288168 members 
Mstep: Class 12 contains 8138 members 
Mstep: Class 15 contains 29375 members 
Mstep: Class 19 contains 28459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74599016.000000 Penalty: 29881.902344
Iteration 19Q: 10 clusters Score -7.459902e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 207683 members 
Mstep: Class 2 contains 11107 members 
Mstep: Class 3 contains 30261 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 6 contains 44634 members 
Mstep: Class 7 contains 287893 members 
Mstep: Class 12 contains 8568 members 
Mstep: Class 15 contains 29377 members 
Mstep: Class 19 contains 28382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74600696.000000 Penalty: 29881.902344
Iteration 20F: 10 clusters Score -7.46007e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 207619 members 
Mstep: Class 2 contains 10916 members 
Mstep: Class 3 contains 30126 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 6 contains 44567 members 
Mstep: Class 7 contains 287967 members 
Mstep: Class 12 contains 9040 members 
Mstep: Class 15 contains 29375 members 
Mstep: Class 19 contains 28254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74601544.000000 Penalty: 29881.902344
Iteration 21Q: 10 clusters Score -7.460154e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 207272 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 30053 members 
Mstep: Class 4 contains 4134 members 
Mstep: Class 6 contains 44519 members 
Mstep: Class 7 contains 288648 members 
Mstep: Class 12 contains 9461 members 
Mstep: Class 15 contains 29364 members 
Mstep: Class 19 contains 28161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74602008.000000 Penalty: 29881.902344
Iteration 22Q: 10 clusters Score -7.460201e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 206798 members 
Mstep: Class 2 contains 9786 members 
Mstep: Class 3 contains 29976 members 
Mstep: Class 4 contains 4087 members 
Mstep: Class 6 contains 44492 members 
Mstep: Class 7 contains 289626 members 
Mstep: Class 12 contains 9835 members 
Mstep: Class 15 contains 29359 members 
Mstep: Class 19 contains 28061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74602760.000000 Penalty: 29881.902344
Iteration 23Q: 10 clusters Score -7.460276e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 206188 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 29920 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 6 contains 44493 members 
Mstep: Class 7 contains 290723 members 
Mstep: Class 12 contains 10216 members 
Mstep: Class 15 contains 29352 members 
Mstep: Class 19 contains 27922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74602944.000000 Penalty: 29881.902344
Iteration 24Q: 10 clusters Score -7.460294e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 205611 members 
Mstep: Class 2 contains 8491 members 
Mstep: Class 3 contains 29886 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 6 contains 44541 members 
Mstep: Class 7 contains 291776 members 
Mstep: Class 12 contains 10567 members 
Mstep: Class 15 contains 29338 members 
Mstep: Class 19 contains 27795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74602880.000000 Penalty: 29881.902344
Iteration 25Q: 10 clusters Score -7.460288e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 204993 members 
Mstep: Class 2 contains 7805 members 
Mstep: Class 3 contains 29866 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 6 contains 44648 members 
Mstep: Class 7 contains 292851 members 
Mstep: Class 12 contains 10908 members 
Mstep: Class 15 contains 29333 members 
Mstep: Class 19 contains 27626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74602600.000000 Penalty: 29881.902344
Iteration 26Q: 10 clusters Score -7.46026e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 204469 members 
Mstep: Class 2 contains 7090 members 
Mstep: Class 3 contains 29856 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 6 contains 44752 members 
Mstep: Class 7 contains 293843 members 
Mstep: Class 12 contains 11257 members 
Mstep: Class 15 contains 29320 members 
Mstep: Class 19 contains 27444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74602448.000000 Penalty: 29881.902344
Iteration 27Q: 10 clusters Score -7.460245e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 204098 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 29839 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 6 contains 44848 members 
Mstep: Class 7 contains 294731 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 15 contains 29306 members 
Mstep: Class 19 contains 27253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74602424.000000 Penalty: 29881.902344
Iteration 28Q: 10 clusters Score -7.460242e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 203809 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 29841 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 6 contains 44972 members 
Mstep: Class 7 contains 295479 members 
Mstep: Class 12 contains 11902 members 
Mstep: Class 15 contains 29294 members 
Mstep: Class 19 contains 27055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74602256.000000 Penalty: 29881.902344
Iteration 29Q: 10 clusters Score -7.460226e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 203585 members 
Mstep: Class 2 contains 4931 members 
Mstep: Class 3 contains 29826 members 
Mstep: Class 4 contains 4048 members 
Mstep: Class 6 contains 45093 members 
Mstep: Class 7 contains 296159 members 
Mstep: Class 12 contains 12239 members 
Mstep: Class 15 contains 29281 members 
Mstep: Class 19 contains 26859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74601784.000000 Penalty: 29881.902344
Iteration 30Q: 10 clusters Score -7.460178e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 203538 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 29807 members 
Mstep: Class 4 contains 4072 members 
Mstep: Class 6 contains 45261 members 
Mstep: Class 7 contains 296573 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 15 contains 29279 members 
Mstep: Class 19 contains 26683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74601776.000000 Penalty: 29881.902344
Iteration 31Q: 10 clusters Score -7.460178e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 203479 members 
Mstep: Class 2 contains 3617 members 
Mstep: Class 3 contains 29781 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 6 contains 45430 members 
Mstep: Class 7 contains 297004 members 
Mstep: Class 12 contains 12840 members 
Mstep: Class 15 contains 29273 members 
Mstep: Class 19 contains 26484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74601680.000000 Penalty: 29881.902344
Iteration 32Q: 10 clusters Score -7.460168e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 203403 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 29753 members 
Mstep: Class 4 contains 4144 members 
Mstep: Class 6 contains 45613 members 
Mstep: Class 7 contains 297403 members 
Mstep: Class 12 contains 13143 members 
Mstep: Class 15 contains 29254 members 
Mstep: Class 19 contains 26279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74601848.000000 Penalty: 29881.902344
Iteration 33Q: 10 clusters Score -7.460185e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 203353 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 29729 members 
Mstep: Class 4 contains 4199 members 
Mstep: Class 6 contains 45798 members 
Mstep: Class 7 contains 297648 members 
Mstep: Class 12 contains 13418 members 
Mstep: Class 15 contains 29243 members 
Mstep: Class 19 contains 26110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74601992.000000 Penalty: 29881.902344
Iteration 34Q: 10 clusters Score -7.460199e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 203340 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 29693 members 
Mstep: Class 4 contains 4248 members 
Mstep: Class 6 contains 45976 members 
Mstep: Class 7 contains 297827 members 
Mstep: Class 12 contains 13682 members 
Mstep: Class 15 contains 29240 members 
Mstep: Class 19 contains 25900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74601992.000000 Penalty: 29881.902344
Iteration 35Q: 10 clusters Score -7.460199e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 203220 members 
Mstep: Class 2 contains 1792 members 
Mstep: Class 3 contains 29660 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 6 contains 46131 members 
Mstep: Class 7 contains 298041 members 
Mstep: Class 12 contains 13919 members 
Mstep: Class 15 contains 29233 members 
Mstep: Class 19 contains 25718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74601840.000000 Penalty: 29881.902344
Iteration 36Q: 10 clusters Score -7.460184e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 203015 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 3 contains 29625 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 6 contains 46288 members 
Mstep: Class 7 contains 298223 members 
Mstep: Class 12 contains 14147 members 
Mstep: Class 15 contains 29227 members 
Mstep: Class 19 contains 25597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74601720.000000 Penalty: 29881.902344
Iteration 37Q: 10 clusters Score -7.460172e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 202762 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 29608 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 6 contains 46433 members 
Mstep: Class 7 contains 298380 members 
Mstep: Class 12 contains 14369 members 
Mstep: Class 15 contains 29219 members 
Mstep: Class 19 contains 25494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74601536.000000 Penalty: 29881.902344
Iteration 38Q: 10 clusters Score -7.460154e+07 nChanged 2181
Entering ConstructFrom: 
Score: -74601536.000000 Penalty: 29881.902344
Entering ConstructFrom: 
Trying to split cluster 1 (202483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202483 members 
Entering Unmasked Estep 
Score: -23591308.000000 Penalty: 3030.166016
	Iteration 0F: 2 clusters Score -2.359131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101390 members 
Mstep: Class 2 contains 101093 members 
Entering Unmasked Estep 
Score: -23465334.000000 Penalty: 6060.332031
	Iteration 0F: 3 clusters Score -2.346533e+07 nChanged 97652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -23522736.000000 Penalty: 6060.332031
	Iteration 1F: 3 clusters Score -2.352274e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104791 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -23524112.000000 Penalty: 6060.332031
	Iteration 2Q: 3 clusters Score -2.352411e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107301 members 
Mstep: Class 2 contains 95182 members 
Entering Unmasked Estep 
Score: -23525962.000000 Penalty: 6060.332031
	Iteration 3Q: 3 clusters Score -2.352596e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111192 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -23529024.000000 Penalty: 6060.332031
	Iteration 4Q: 3 clusters Score -2.352902e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117157 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -23533882.000000 Penalty: 6060.332031
	Iteration 5Q: 3 clusters Score -2.353388e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125120 members 
Mstep: Class 2 contains 77363 members 
Entering Unmasked Estep 
Score: -23541058.000000 Penalty: 6060.332031
	Iteration 6F: 3 clusters Score -2.354106e+07 nChanged 12976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134546 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -23550000.000000 Penalty: 6060.332031
	Iteration 7F: 3 clusters Score -2.355e+07 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144013 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -23559224.000000 Penalty: 6060.332031
	Iteration 8F: 3 clusters Score -2.355922e+07 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152584 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -23567424.000000 Penalty: 6060.332031
	Iteration 9F: 3 clusters Score -2.356742e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160006 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -23573680.000000 Penalty: 6060.332031
	Iteration 10Q: 3 clusters Score -2.357368e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166151 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -23578186.000000 Penalty: 6060.332031
	Iteration 11Q: 3 clusters Score -2.357819e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171465 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -23581306.000000 Penalty: 6060.332031
	Iteration 12Q: 3 clusters Score -2.358131e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -23583360.000000 Penalty: 6060.332031
	Iteration 13Q: 3 clusters Score -2.358336e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180320 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -23584836.000000 Penalty: 6060.332031
	Iteration 14Q: 3 clusters Score -2.358484e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184112 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -23585970.000000 Penalty: 6060.332031
	Iteration 15Q: 3 clusters Score -2.358597e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187458 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -23586966.000000 Penalty: 6060.332031
	Iteration 16Q: 3 clusters Score -2.358697e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190337 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -23587762.000000 Penalty: 6060.332031
	Iteration 17Q: 3 clusters Score -2.358776e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192714 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -23588280.000000 Penalty: 6060.332031
	Iteration 18Q: 3 clusters Score -2.358828e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194694 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -23588622.000000 Penalty: 6060.332031
	Iteration 19Q: 3 clusters Score -2.358862e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196269 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -23589078.000000 Penalty: 6060.332031
	Iteration 20F: 3 clusters Score -2.358908e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197477 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -23589170.000000 Penalty: 6060.332031
	Iteration 21Q: 3 clusters Score -2.358917e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198375 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -23589258.000000 Penalty: 6060.332031
	Iteration 22Q: 3 clusters Score -2.358926e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199028 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -23589310.000000 Penalty: 6060.332031
	Iteration 23Q: 3 clusters Score -2.358931e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199475 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -23589446.000000 Penalty: 6060.332031
	Iteration 24Q: 3 clusters Score -2.358945e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199818 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -23589464.000000 Penalty: 6060.332031
	Iteration 25Q: 3 clusters Score -2.358946e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200083 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -23589554.000000 Penalty: 6060.332031
	Iteration 26Q: 3 clusters Score -2.358955e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200255 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -23589624.000000 Penalty: 6060.332031
	Iteration 27Q: 3 clusters Score -2.358962e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200394 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -23589686.000000 Penalty: 6060.332031
	Iteration 28Q: 3 clusters Score -2.358969e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200485 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -23589832.000000 Penalty: 6060.332031
	Iteration 29Q: 3 clusters Score -2.358983e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200554 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -23589912.000000 Penalty: 6060.332031
	Iteration 30Q: 3 clusters Score -2.358991e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200624 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -23589986.000000 Penalty: 6060.332031
	Iteration 31Q: 3 clusters Score -2.358999e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200679 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23590050.000000 Penalty: 6060.332031
	Iteration 32Q: 3 clusters Score -2.359005e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200727 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -23590122.000000 Penalty: 6060.332031
	Iteration 33Q: 3 clusters Score -2.359012e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200761 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -23590154.000000 Penalty: 6060.332031
	Iteration 34Q: 3 clusters Score -2.359015e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200817 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -23590198.000000 Penalty: 6060.332031
	Iteration 35Q: 3 clusters Score -2.35902e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200854 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -23590264.000000 Penalty: 6060.332031
	Iteration 36Q: 3 clusters Score -2.359026e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200892 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -23590296.000000 Penalty: 6060.332031
	Iteration 37Q: 3 clusters Score -2.35903e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200900 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -23590318.000000 Penalty: 6060.332031
	Iteration 38Q: 3 clusters Score -2.359032e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200915 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -23590324.000000 Penalty: 6060.332031
	Iteration 39Q: 3 clusters Score -2.359032e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200919 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -23590354.000000 Penalty: 6060.332031
	Iteration 40F: 3 clusters Score -2.359035e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200883 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -23590432.000000 Penalty: 6060.332031
	Iteration 41Q: 3 clusters Score -2.359043e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200868 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -23590476.000000 Penalty: 6060.332031
	Iteration 42Q: 3 clusters Score -2.359048e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200853 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -23590526.000000 Penalty: 6060.332031
	Iteration 43Q: 3 clusters Score -2.359053e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200832 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -23590542.000000 Penalty: 6060.332031
	Iteration 44Q: 3 clusters Score -2.359054e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200808 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -23590606.000000 Penalty: 6060.332031
	Iteration 45Q: 3 clusters Score -2.359061e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200778 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -23590660.000000 Penalty: 6060.332031
	Iteration 46Q: 3 clusters Score -2.359066e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200749 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -23590700.000000 Penalty: 6060.332031
	Iteration 47Q: 3 clusters Score -2.35907e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200724 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -23590718.000000 Penalty: 6060.332031
	Iteration 48Q: 3 clusters Score -2.359072e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200707 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -23590722.000000 Penalty: 6060.332031
	Iteration 49Q: 3 clusters Score -2.359072e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200690 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -23590734.000000 Penalty: 6060.332031
	Iteration 50Q: 3 clusters Score -2.359073e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200676 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -23590756.000000 Penalty: 6060.332031
	Iteration 51Q: 3 clusters Score -2.359076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200664 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -23590772.000000 Penalty: 6060.332031
	Iteration 52Q: 3 clusters Score -2.359077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200656 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -23590774.000000 Penalty: 6060.332031
	Iteration 53Q: 3 clusters Score -2.359077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200652 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -23590782.000000 Penalty: 6060.332031
	Iteration 54Q: 3 clusters Score -2.359078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200651 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -23590766.000000 Penalty: 6060.332031
	Iteration 55Q: 3 clusters Score -2.359077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200640 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -23590788.000000 Penalty: 6060.332031
	Iteration 56Q: 3 clusters Score -2.359079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200625 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -23590794.000000 Penalty: 6060.332031
	Iteration 57Q: 3 clusters Score -2.359079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200613 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -23590786.000000 Penalty: 6060.332031
	Iteration 58Q: 3 clusters Score -2.359079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200606 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -23590792.000000 Penalty: 6060.332031
	Iteration 59Q: 3 clusters Score -2.359079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200598 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -23590800.000000 Penalty: 6060.332031
	Iteration 60F: 3 clusters Score -2.35908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200592 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -23590784.000000 Penalty: 6060.332031
	Iteration 61Q: 3 clusters Score -2.359078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200582 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -23590798.000000 Penalty: 6060.332031
	Iteration 62Q: 3 clusters Score -2.35908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200572 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -23590824.000000 Penalty: 6060.332031
	Iteration 63Q: 3 clusters Score -2.359082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200566 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -23590830.000000 Penalty: 6060.332031
	Iteration 64Q: 3 clusters Score -2.359083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200562 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -23590820.000000 Penalty: 6060.332031
	Iteration 65Q: 3 clusters Score -2.359082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200550 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -23590838.000000 Penalty: 6060.332031
	Iteration 66Q: 3 clusters Score -2.359084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200541 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -23590844.000000 Penalty: 6060.332031
	Iteration 67Q: 3 clusters Score -2.359084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200534 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -23590828.000000 Penalty: 6060.332031
	Iteration 68Q: 3 clusters Score -2.359083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200529 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -23590828.000000 Penalty: 6060.332031
	Iteration 69Q: 3 clusters Score -2.359083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200523 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -23590858.000000 Penalty: 6060.332031
	Iteration 70Q: 3 clusters Score -2.359086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200521 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -23590860.000000 Penalty: 6060.332031
	Iteration 71Q: 3 clusters Score -2.359086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200519 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -23590868.000000 Penalty: 6060.332031
	Iteration 72Q: 3 clusters Score -2.359087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200521 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -23590868.000000 Penalty: 6060.332031
	Iteration 73Q: 3 clusters Score -2.359087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200521 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -23590854.000000 Penalty: 6060.332031
	Iteration 74Q: 3 clusters Score -2.359085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200523 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -23590862.000000 Penalty: 6060.332031
	Iteration 75Q: 3 clusters Score -2.359086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200523 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -23590868.000000 Penalty: 6060.332031
	Iteration 76Q: 3 clusters Score -2.359087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200523 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -23590866.000000 Penalty: 6060.332031
	Iteration 77Q: 3 clusters Score -2.359087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200520 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -23590864.000000 Penalty: 6060.332031
	Iteration 78Q: 3 clusters Score -2.359086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200518 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -23590864.000000 Penalty: 6060.332031
	Iteration 79Q: 3 clusters Score -2.359086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200515 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -23590862.000000 Penalty: 6060.332031
	Iteration 80F: 3 clusters Score -2.359086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200513 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -23590866.000000 Penalty: 6060.332031
	Iteration 81Q: 3 clusters Score -2.359087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200508 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -23590874.000000 Penalty: 6060.332031
	Iteration 82Q: 3 clusters Score -2.359087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200505 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -23590872.000000 Penalty: 6060.332031
	Iteration 83Q: 3 clusters Score -2.359087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200505 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -23590872.000000 Penalty: 6060.332031
	Iteration 84F: 3 clusters Score -2.359087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -128880.062500 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -128880.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -126769.296875 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -126769.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127083.757812 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -127083.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -127233.148438 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -127233.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127326.593750 Penalty: 3517.504150
	Iteration 3F: 3 clusters Score -127326.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127446.851562 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -127446.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -127612.546875 Penalty: 3517.504150
	Iteration 5F: 3 clusters Score -127612.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -127779.632812 Penalty: 3517.504150
	Iteration 6F: 3 clusters Score -127779.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -127914.437500 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -127914.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -127973.023438 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -127973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -128008.539062 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -128008.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -128044.328125 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -128044.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -128096.960938 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -128097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -128122.570312 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -128122.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128144.710938 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -128144.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -128174.195312 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -128174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -128199.054688 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -128199.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128211.632812 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -128211.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -128219.960938 Penalty: 3517.504150
	Iteration 17Q: 3 clusters Score -128220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128224.367188 Penalty: 3517.504150
	Iteration 18Q: 3 clusters Score -128224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128233.531250 Penalty: 3517.504150
	Iteration 19Q: 3 clusters Score -128233.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -128245.734375 Penalty: 3517.504150
	Iteration 20F: 3 clusters Score -128245.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128255.578125 Penalty: 3517.504150
	Iteration 21Q: 3 clusters Score -128255.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -128263.765625 Penalty: 3517.504150
	Iteration 22Q: 3 clusters Score -128263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -128264.804688 Penalty: 3517.504150
	Iteration 23Q: 3 clusters Score -128264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -128268.750000 Penalty: 3517.504150
	Iteration 24Q: 3 clusters Score -128268.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128270.523438 Penalty: 3517.504150
	Iteration 25Q: 3 clusters Score -128270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128270.523438 Penalty: 3517.504150
	Iteration 26F: 3 clusters Score -128270.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Entering Unmasked Estep 
Score: -3467889.500000 Penalty: 2553.140381
	Iteration 0F: 2 clusters Score -3467890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3447572.750000 Penalty: 5106.280762
	Iteration 0F: 3 clusters Score -3447573 nChanged 13250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3454751.750000 Penalty: 5106.280762
	Iteration 1F: 3 clusters Score -3454752 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3455241.750000 Penalty: 5106.280762
	Iteration 2Q: 3 clusters Score -3455242 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3455895.500000 Penalty: 5106.280762
	Iteration 3Q: 3 clusters Score -3455896 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3456828.500000 Penalty: 5106.280762
	Iteration 4F: 3 clusters Score -3456828 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -3457974.000000 Penalty: 5106.280762
	Iteration 5F: 3 clusters Score -3457974 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3459262.250000 Penalty: 5106.280762
	Iteration 6F: 3 clusters Score -3459262 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -3460723.000000 Penalty: 5106.280762
	Iteration 7F: 3 clusters Score -3460723 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3462043.750000 Penalty: 5106.280762
	Iteration 8F: 3 clusters Score -3462044 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3463019.250000 Penalty: 5106.280762
	Iteration 9F: 3 clusters Score -3463019 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3463595.000000 Penalty: 5106.280762
	Iteration 10Q: 3 clusters Score -3463595 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3463950.750000 Penalty: 5106.280762
	Iteration 11Q: 3 clusters Score -3463951 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3464224.000000 Penalty: 5106.280762
	Iteration 12Q: 3 clusters Score -3464224 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3464442.500000 Penalty: 5106.280762
	Iteration 13Q: 3 clusters Score -3464442 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -3464601.500000 Penalty: 5106.280762
	Iteration 14Q: 3 clusters Score -3464602 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3464746.250000 Penalty: 5106.280762
	Iteration 15Q: 3 clusters Score -3464746 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -3464872.500000 Penalty: 5106.280762
	Iteration 16Q: 3 clusters Score -3464872 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3464962.500000 Penalty: 5106.280762
	Iteration 17Q: 3 clusters Score -3464962 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3465041.000000 Penalty: 5106.280762
	Iteration 18Q: 3 clusters Score -3465041 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -3465132.250000 Penalty: 5106.280762
	Iteration 19Q: 3 clusters Score -3465132 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3465192.250000 Penalty: 5106.280762
	Iteration 20F: 3 clusters Score -3465192 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3465276.500000 Penalty: 5106.280762
	Iteration 21Q: 3 clusters Score -3465276 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3465333.500000 Penalty: 5106.280762
	Iteration 22Q: 3 clusters Score -3465334 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3465415.500000 Penalty: 5106.280762
	Iteration 23Q: 3 clusters Score -3465416 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3465479.750000 Penalty: 5106.280762
	Iteration 24Q: 3 clusters Score -3465480 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3465563.500000 Penalty: 5106.280762
	Iteration 25Q: 3 clusters Score -3465564 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -3465612.000000 Penalty: 5106.280762
	Iteration 26Q: 3 clusters Score -3465612 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3465679.000000 Penalty: 5106.280762
	Iteration 27Q: 3 clusters Score -3465679 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3465723.000000 Penalty: 5106.280762
	Iteration 28Q: 3 clusters Score -3465723 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3465767.000000 Penalty: 5106.280762
	Iteration 29Q: 3 clusters Score -3465767 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3465811.500000 Penalty: 5106.280762
	Iteration 30Q: 3 clusters Score -3465812 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3465860.000000 Penalty: 5106.280762
	Iteration 31Q: 3 clusters Score -3465860 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3465903.250000 Penalty: 5106.280762
	Iteration 32Q: 3 clusters Score -3465903 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3465984.750000 Penalty: 5106.280762
	Iteration 33Q: 3 clusters Score -3465985 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3466020.000000 Penalty: 5106.280762
	Iteration 34Q: 3 clusters Score -3466020 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3466081.000000 Penalty: 5106.280762
	Iteration 35Q: 3 clusters Score -3466081 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3466142.500000 Penalty: 5106.280762
	Iteration 36Q: 3 clusters Score -3466142 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3466190.500000 Penalty: 5106.280762
	Iteration 37Q: 3 clusters Score -3466190 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3466244.000000 Penalty: 5106.280762
	Iteration 38Q: 3 clusters Score -3466244 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3466302.000000 Penalty: 5106.280762
	Iteration 39Q: 3 clusters Score -3466302 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3466368.250000 Penalty: 5106.280762
	Iteration 40F: 3 clusters Score -3466368 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3466412.000000 Penalty: 5106.280762
	Iteration 41Q: 3 clusters Score -3466412 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3466464.750000 Penalty: 5106.280762
	Iteration 42Q: 3 clusters Score -3466465 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3466527.000000 Penalty: 5106.280762
	Iteration 43Q: 3 clusters Score -3466527 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -3466585.750000 Penalty: 5106.280762
	Iteration 44Q: 3 clusters Score -3466586 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3466647.000000 Penalty: 5106.280762
	Iteration 45Q: 3 clusters Score -3466647 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3466683.750000 Penalty: 5106.280762
	Iteration 46Q: 3 clusters Score -3466684 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3466734.250000 Penalty: 5106.280762
	Iteration 47Q: 3 clusters Score -3466734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3466755.500000 Penalty: 5106.280762
	Iteration 48Q: 3 clusters Score -3466756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3466793.750000 Penalty: 5106.280762
	Iteration 49Q: 3 clusters Score -3466794 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3466831.250000 Penalty: 5106.280762
	Iteration 50Q: 3 clusters Score -3466831 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -3466865.500000 Penalty: 5106.280762
	Iteration 51Q: 3 clusters Score -3466866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3466883.500000 Penalty: 5106.280762
	Iteration 52Q: 3 clusters Score -3466884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3466907.000000 Penalty: 5106.280762
	Iteration 53Q: 3 clusters Score -3466907 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3466926.000000 Penalty: 5106.280762
	Iteration 54Q: 3 clusters Score -3466926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -3466940.000000 Penalty: 5106.280762
	Iteration 55Q: 3 clusters Score -3466940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3466949.750000 Penalty: 5106.280762
	Iteration 56Q: 3 clusters Score -3466950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3466958.750000 Penalty: 5106.280762
	Iteration 57Q: 3 clusters Score -3466959 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3466973.000000 Penalty: 5106.280762
	Iteration 58Q: 3 clusters Score -3466973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3466992.250000 Penalty: 5106.280762
	Iteration 59Q: 3 clusters Score -3466992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -3467014.750000 Penalty: 5106.280762
	Iteration 60F: 3 clusters Score -3467015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3467041.750000 Penalty: 5106.280762
	Iteration 61Q: 3 clusters Score -3467042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3467053.250000 Penalty: 5106.280762
	Iteration 62Q: 3 clusters Score -3467053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3467070.000000 Penalty: 5106.280762
	Iteration 63Q: 3 clusters Score -3467070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3467084.250000 Penalty: 5106.280762
	Iteration 64Q: 3 clusters Score -3467084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -3467106.500000 Penalty: 5106.280762
	Iteration 65Q: 3 clusters Score -3467106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -3467114.000000 Penalty: 5106.280762
	Iteration 66Q: 3 clusters Score -3467114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -3467114.500000 Penalty: 5106.280762
	Iteration 67Q: 3 clusters Score -3467114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3467134.000000 Penalty: 5106.280762
	Iteration 68Q: 3 clusters Score -3467134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3467141.750000 Penalty: 5106.280762
	Iteration 69Q: 3 clusters Score -3467142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -3467152.250000 Penalty: 5106.280762
	Iteration 70Q: 3 clusters Score -3467152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3467156.500000 Penalty: 5106.280762
	Iteration 71Q: 3 clusters Score -3467156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3467158.000000 Penalty: 5106.280762
	Iteration 72Q: 3 clusters Score -3467158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3467157.500000 Penalty: 5106.280762
	Iteration 73Q: 3 clusters Score -3467158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3467164.500000 Penalty: 5106.280762
	Iteration 74Q: 3 clusters Score -3467164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -3467159.750000 Penalty: 5106.280762
	Iteration 75Q: 3 clusters Score -3467160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3467166.000000 Penalty: 5106.280762
	Iteration 76Q: 3 clusters Score -3467166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -3467172.250000 Penalty: 5106.280762
	Iteration 77Q: 3 clusters Score -3467172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3467174.000000 Penalty: 5106.280762
	Iteration 78Q: 3 clusters Score -3467174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3467183.750000 Penalty: 5106.280762
	Iteration 79Q: 3 clusters Score -3467184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3467185.000000 Penalty: 5106.280762
	Iteration 80F: 3 clusters Score -3467185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3467183.000000 Penalty: 5106.280762
	Iteration 81Q: 3 clusters Score -3467183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3467188.750000 Penalty: 5106.280762
	Iteration 82Q: 3 clusters Score -3467189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3467188.750000 Penalty: 5106.280762
	Iteration 83Q: 3 clusters Score -3467189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -3467192.500000 Penalty: 5106.280762
	Iteration 84Q: 3 clusters Score -3467192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -3467190.750000 Penalty: 5106.280762
	Iteration 85Q: 3 clusters Score -3467191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -3467194.500000 Penalty: 5106.280762
	Iteration 86Q: 3 clusters Score -3467194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -3467191.250000 Penalty: 5106.280762
	Iteration 87Q: 3 clusters Score -3467191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3467188.750000 Penalty: 5106.280762
	Iteration 88Q: 3 clusters Score -3467189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3467188.750000 Penalty: 5106.280762
	Iteration 89F: 3 clusters Score -3467189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -508929.750000 Penalty: 2083.808838
	Iteration 0F: 2 clusters Score -508929.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -505006.281250 Penalty: 4167.617676
	Iteration 0F: 3 clusters Score -505006.3 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -506488.312500 Penalty: 4167.617676
	Iteration 1F: 3 clusters Score -506488.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -507344.000000 Penalty: 4167.617676
	Iteration 2F: 3 clusters Score -507344 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -508372.031250 Penalty: 4167.617676
	Iteration 3F: 3 clusters Score -508372 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -509162.125000 Penalty: 4167.617676
	Iteration 4F: 3 clusters Score -509162.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -509701.250000 Penalty: 4167.617676
	Iteration 5F: 3 clusters Score -509701.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -509967.312500 Penalty: 4167.617676
	Iteration 6Q: 3 clusters Score -509967.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -510071.218750 Penalty: 4167.617676
	Iteration 7Q: 3 clusters Score -510071.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -510121.187500 Penalty: 4167.617676
	Iteration 8Q: 3 clusters Score -510121.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -510167.812500 Penalty: 4167.617676
	Iteration 9Q: 3 clusters Score -510167.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -510182.468750 Penalty: 4167.617676
	Iteration 10Q: 3 clusters Score -510182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -510189.375000 Penalty: 4167.617676
	Iteration 11Q: 3 clusters Score -510189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -510190.125000 Penalty: 4167.617676
	Iteration 12Q: 3 clusters Score -510190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -510190.125000 Penalty: 4167.617676
	Iteration 13F: 3 clusters Score -510190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 202483 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 3 contains 29582 members 
Mstep: Class 4 contains 4260 members 
Mstep: Class 5 contains 198 members 
Mstep: Class 6 contains 46574 members 
Mstep: Class 7 contains 298496 members 
Mstep: Class 12 contains 14615 members 
Mstep: Class 15 contains 29210 members 
Mstep: Class 19 contains 25401 members 
Entering Unmasked Estep 
Score: -74601336.000000 Penalty: 33202.113281
Splitting cluster 4 changes total score from -74601536.000000 to -74601336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (46574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Entering Unmasked Estep 
Score: -5259019.500000 Penalty: 2665.701660
	Iteration 0F: 2 clusters Score -5259020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -5227610.000000 Penalty: 5331.403320
	Iteration 0F: 3 clusters Score -5227610 nChanged 21545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -5239924.000000 Penalty: 5331.403320
	Iteration 1F: 3 clusters Score -5239924 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -5240854.000000 Penalty: 5331.403320
	Iteration 2F: 3 clusters Score -5240854 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -5242295.500000 Penalty: 5331.403320
	Iteration 3F: 3 clusters Score -5242296 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -5244836.500000 Penalty: 5331.403320
	Iteration 4F: 3 clusters Score -5244836 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -5248850.500000 Penalty: 5331.403320
	Iteration 5F: 3 clusters Score -5248850 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -5253533.500000 Penalty: 5331.403320
	Iteration 6F: 3 clusters Score -5253534 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -5256951.000000 Penalty: 5331.403320
	Iteration 7F: 3 clusters Score -5256951 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -5258632.500000 Penalty: 5331.403320
	Iteration 8Q: 3 clusters Score -5258632 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5259280.500000 Penalty: 5331.403320
	Iteration 9Q: 3 clusters Score -5259280 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -5259476.000000 Penalty: 5331.403320
	Iteration 10Q: 3 clusters Score -5259476 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -5259547.500000 Penalty: 5331.403320
	Iteration 11Q: 3 clusters Score -5259548 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -5259599.500000 Penalty: 5331.403320
	Iteration 12Q: 3 clusters Score -5259600 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -5259652.500000 Penalty: 5331.403320
	Iteration 13Q: 3 clusters Score -5259652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -5259641.500000 Penalty: 5331.403320
	Iteration 14Q: 3 clusters Score -5259642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -5259668.500000 Penalty: 5331.403320
	Iteration 15Q: 3 clusters Score -5259668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -5259693.000000 Penalty: 5331.403320
	Iteration 16Q: 3 clusters Score -5259693 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -5259706.500000 Penalty: 5331.403320
	Iteration 17Q: 3 clusters Score -5259706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -5259706.000000 Penalty: 5331.403320
	Iteration 18Q: 3 clusters Score -5259706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -5259720.500000 Penalty: 5331.403320
	Iteration 19Q: 3 clusters Score -5259720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -5259712.000000 Penalty: 5331.403320
	Iteration 20F: 3 clusters Score -5259712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -5259710.000000 Penalty: 5331.403320
	Iteration 21Q: 3 clusters Score -5259710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -5259717.000000 Penalty: 5331.403320
	Iteration 22Q: 3 clusters Score -5259717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -5259709.000000 Penalty: 5331.403320
	Iteration 23Q: 3 clusters Score -5259709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -5259710.000000 Penalty: 5331.403320
	Iteration 24Q: 3 clusters Score -5259710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -5259712.000000 Penalty: 5331.403320
	Iteration 25Q: 3 clusters Score -5259712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -5259714.000000 Penalty: 5331.403320
	Iteration 26Q: 3 clusters Score -5259714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -5259720.000000 Penalty: 5331.403320
	Iteration 27Q: 3 clusters Score -5259720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -5259716.500000 Penalty: 5331.403320
	Iteration 28Q: 3 clusters Score -5259716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -5259725.500000 Penalty: 5331.403320
	Iteration 29Q: 3 clusters Score -5259726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -5259732.500000 Penalty: 5331.403320
	Iteration 30Q: 3 clusters Score -5259732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -5259731.500000 Penalty: 5331.403320
	Iteration 31Q: 3 clusters Score -5259732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -5259730.000000 Penalty: 5331.403320
	Iteration 32Q: 3 clusters Score -5259730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -5259735.000000 Penalty: 5331.403320
	Iteration 33Q: 3 clusters Score -5259735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -5259734.000000 Penalty: 5331.403320
	Iteration 34Q: 3 clusters Score -5259734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -5259738.500000 Penalty: 5331.403320
	Iteration 35Q: 3 clusters Score -5259738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -5259740.500000 Penalty: 5331.403320
	Iteration 36Q: 3 clusters Score -5259740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -5259742.000000 Penalty: 5331.403320
	Iteration 37Q: 3 clusters Score -5259742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -5259734.500000 Penalty: 5331.403320
	Iteration 38Q: 3 clusters Score -5259734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -5259734.500000 Penalty: 5331.403320
	Iteration 39F: 3 clusters Score -5259734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 202483 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 3 contains 29582 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 45013 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 298496 members 
Mstep: Class 12 contains 14615 members 
Mstep: Class 15 contains 29210 members 
Mstep: Class 19 contains 25401 members 
Entering Unmasked Estep 
Score: -74601184.000000 Penalty: 33202.113281
Splitting cluster 6 changes total score from -74601536.000000 to -74601184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (298496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298496 members 
Entering Unmasked Estep 
Score: -34515756.000000 Penalty: 3126.415039
	Iteration 0F: 2 clusters Score -3.451576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149336 members 
Mstep: Class 2 contains 149160 members 
Entering Unmasked Estep 
Score: -34346808.000000 Penalty: 6252.830078
	Iteration 0F: 3 clusters Score -3.434681e+07 nChanged 144578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152984 members 
Mstep: Class 2 contains 145512 members 
Entering Unmasked Estep 
Score: -34433216.000000 Penalty: 6252.830078
	Iteration 1F: 3 clusters Score -3.443322e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154601 members 
Mstep: Class 2 contains 143895 members 
Entering Unmasked Estep 
Score: -34435296.000000 Penalty: 6252.830078
	Iteration 2Q: 3 clusters Score -3.44353e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156736 members 
Mstep: Class 2 contains 141760 members 
Entering Unmasked Estep 
Score: -34438660.000000 Penalty: 6252.830078
	Iteration 3Q: 3 clusters Score -3.443866e+07 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159500 members 
Mstep: Class 2 contains 138996 members 
Entering Unmasked Estep 
Score: -34443932.000000 Penalty: 6252.830078
	Iteration 4Q: 3 clusters Score -3.444393e+07 nChanged 15664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162782 members 
Mstep: Class 2 contains 135714 members 
Entering Unmasked Estep 
Score: -34451936.000000 Penalty: 6252.830078
	Iteration 5F: 3 clusters Score -3.445194e+07 nChanged 18842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166456 members 
Mstep: Class 2 contains 132040 members 
Entering Unmasked Estep 
Score: -34464912.000000 Penalty: 6252.830078
	Iteration 6F: 3 clusters Score -3.446491e+07 nChanged 20722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169148 members 
Mstep: Class 2 contains 129348 members 
Entering Unmasked Estep 
Score: -34480400.000000 Penalty: 6252.830078
	Iteration 7F: 3 clusters Score -3.44804e+07 nChanged 19528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169996 members 
Mstep: Class 2 contains 128500 members 
Entering Unmasked Estep 
Score: -34492716.000000 Penalty: 6252.830078
	Iteration 8F: 3 clusters Score -3.449272e+07 nChanged 14879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169341 members 
Mstep: Class 2 contains 129155 members 
Entering Unmasked Estep 
Score: -34498644.000000 Penalty: 6252.830078
	Iteration 9Q: 3 clusters Score -3.449864e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 130227 members 
Entering Unmasked Estep 
Score: -34500696.000000 Penalty: 6252.830078
	Iteration 10Q: 3 clusters Score -3.45007e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167208 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
Score: -34501396.000000 Penalty: 6252.830078
	Iteration 11Q: 3 clusters Score -3.45014e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166141 members 
Mstep: Class 2 contains 132355 members 
Entering Unmasked Estep 
Score: -34501800.000000 Penalty: 6252.830078
	Iteration 12Q: 3 clusters Score -3.45018e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164968 members 
Mstep: Class 2 contains 133528 members 
Entering Unmasked Estep 
Score: -34502500.000000 Penalty: 6252.830078
	Iteration 13Q: 3 clusters Score -3.45025e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163777 members 
Mstep: Class 2 contains 134719 members 
Entering Unmasked Estep 
Score: -34502936.000000 Penalty: 6252.830078
	Iteration 14Q: 3 clusters Score -3.450294e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162517 members 
Mstep: Class 2 contains 135979 members 
Entering Unmasked Estep 
Score: -34503212.000000 Penalty: 6252.830078
	Iteration 15Q: 3 clusters Score -3.450321e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161182 members 
Mstep: Class 2 contains 137314 members 
Entering Unmasked Estep 
Score: -34503728.000000 Penalty: 6252.830078
	Iteration 16Q: 3 clusters Score -3.450373e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159882 members 
Mstep: Class 2 contains 138614 members 
Entering Unmasked Estep 
Score: -34504220.000000 Penalty: 6252.830078
	Iteration 17Q: 3 clusters Score -3.450422e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158664 members 
Mstep: Class 2 contains 139832 members 
Entering Unmasked Estep 
Score: -34504688.000000 Penalty: 6252.830078
	Iteration 18Q: 3 clusters Score -3.450469e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157443 members 
Mstep: Class 2 contains 141053 members 
Entering Unmasked Estep 
Score: -34505196.000000 Penalty: 6252.830078
	Iteration 19Q: 3 clusters Score -3.45052e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156232 members 
Mstep: Class 2 contains 142264 members 
Entering Unmasked Estep 
Score: -34505580.000000 Penalty: 6252.830078
	Iteration 20F: 3 clusters Score -3.450558e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155049 members 
Mstep: Class 2 contains 143447 members 
Entering Unmasked Estep 
Score: -34505784.000000 Penalty: 6252.830078
	Iteration 21Q: 3 clusters Score -3.450578e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153957 members 
Mstep: Class 2 contains 144539 members 
Entering Unmasked Estep 
Score: -34506132.000000 Penalty: 6252.830078
	Iteration 22Q: 3 clusters Score -3.450613e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152931 members 
Mstep: Class 2 contains 145565 members 
Entering Unmasked Estep 
Score: -34506728.000000 Penalty: 6252.830078
	Iteration 23Q: 3 clusters Score -3.450673e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151857 members 
Mstep: Class 2 contains 146639 members 
Entering Unmasked Estep 
Score: -34507112.000000 Penalty: 6252.830078
	Iteration 24Q: 3 clusters Score -3.450711e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150875 members 
Mstep: Class 2 contains 147621 members 
Entering Unmasked Estep 
Score: -34507396.000000 Penalty: 6252.830078
	Iteration 25Q: 3 clusters Score -3.45074e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150006 members 
Mstep: Class 2 contains 148490 members 
Entering Unmasked Estep 
Score: -34507784.000000 Penalty: 6252.830078
	Iteration 26Q: 3 clusters Score -3.450778e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149260 members 
Mstep: Class 2 contains 149236 members 
Entering Unmasked Estep 
Score: -34508252.000000 Penalty: 6252.830078
	Iteration 27Q: 3 clusters Score -3.450825e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148692 members 
Mstep: Class 2 contains 149804 members 
Entering Unmasked Estep 
Score: -34508652.000000 Penalty: 6252.830078
	Iteration 28Q: 3 clusters Score -3.450865e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148278 members 
Mstep: Class 2 contains 150218 members 
Entering Unmasked Estep 
Score: -34509164.000000 Penalty: 6252.830078
	Iteration 29Q: 3 clusters Score -3.450916e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147959 members 
Mstep: Class 2 contains 150537 members 
Entering Unmasked Estep 
Score: -34509384.000000 Penalty: 6252.830078
	Iteration 30Q: 3 clusters Score -3.450938e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147782 members 
Mstep: Class 2 contains 150714 members 
Entering Unmasked Estep 
Score: -34509696.000000 Penalty: 6252.830078
	Iteration 31Q: 3 clusters Score -3.45097e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147739 members 
Mstep: Class 2 contains 150757 members 
Entering Unmasked Estep 
Score: -34510132.000000 Penalty: 6252.830078
	Iteration 32Q: 3 clusters Score -3.451013e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147802 members 
Mstep: Class 2 contains 150694 members 
Entering Unmasked Estep 
Score: -34510372.000000 Penalty: 6252.830078
	Iteration 33Q: 3 clusters Score -3.451037e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148034 members 
Mstep: Class 2 contains 150462 members 
Entering Unmasked Estep 
Score: -34510732.000000 Penalty: 6252.830078
	Iteration 34Q: 3 clusters Score -3.451073e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148425 members 
Mstep: Class 2 contains 150071 members 
Entering Unmasked Estep 
Score: -34511396.000000 Penalty: 6252.830078
	Iteration 35Q: 3 clusters Score -3.45114e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148930 members 
Mstep: Class 2 contains 149566 members 
Entering Unmasked Estep 
Score: -34511652.000000 Penalty: 6252.830078
	Iteration 36Q: 3 clusters Score -3.451165e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149484 members 
Mstep: Class 2 contains 149012 members 
Entering Unmasked Estep 
Score: -34512260.000000 Penalty: 6252.830078
	Iteration 37Q: 3 clusters Score -3.451226e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150015 members 
Mstep: Class 2 contains 148481 members 
Entering Unmasked Estep 
Score: -34512696.000000 Penalty: 6252.830078
	Iteration 38Q: 3 clusters Score -3.45127e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150629 members 
Mstep: Class 2 contains 147867 members 
Entering Unmasked Estep 
Score: -34513172.000000 Penalty: 6252.830078
	Iteration 39Q: 3 clusters Score -3.451317e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151097 members 
Mstep: Class 2 contains 147399 members 
Entering Unmasked Estep 
Score: -34513840.000000 Penalty: 6252.830078
	Iteration 40F: 3 clusters Score -3.451384e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151365 members 
Mstep: Class 2 contains 147131 members 
Entering Unmasked Estep 
Score: -34514368.000000 Penalty: 6252.830078
	Iteration 41Q: 3 clusters Score -3.451437e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151511 members 
Mstep: Class 2 contains 146985 members 
Entering Unmasked Estep 
Score: -34514792.000000 Penalty: 6252.830078
	Iteration 42Q: 3 clusters Score -3.451479e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151506 members 
Mstep: Class 2 contains 146990 members 
Entering Unmasked Estep 
Score: -34515052.000000 Penalty: 6252.830078
	Iteration 43Q: 3 clusters Score -3.451505e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151495 members 
Mstep: Class 2 contains 147001 members 
Entering Unmasked Estep 
Score: -34515204.000000 Penalty: 6252.830078
	Iteration 44Q: 3 clusters Score -3.45152e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151443 members 
Mstep: Class 2 contains 147053 members 
Entering Unmasked Estep 
Score: -34515264.000000 Penalty: 6252.830078
	Iteration 45Q: 3 clusters Score -3.451526e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151291 members 
Mstep: Class 2 contains 147205 members 
Entering Unmasked Estep 
Score: -34515348.000000 Penalty: 6252.830078
	Iteration 46Q: 3 clusters Score -3.451535e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151207 members 
Mstep: Class 2 contains 147289 members 
Entering Unmasked Estep 
Score: -34515364.000000 Penalty: 6252.830078
	Iteration 47Q: 3 clusters Score -3.451536e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151120 members 
Mstep: Class 2 contains 147376 members 
Entering Unmasked Estep 
Score: -34515380.000000 Penalty: 6252.830078
	Iteration 48Q: 3 clusters Score -3.451538e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151051 members 
Mstep: Class 2 contains 147445 members 
Entering Unmasked Estep 
Score: -34515432.000000 Penalty: 6252.830078
	Iteration 49Q: 3 clusters Score -3.451543e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150973 members 
Mstep: Class 2 contains 147523 members 
Entering Unmasked Estep 
Score: -34515488.000000 Penalty: 6252.830078
	Iteration 50Q: 3 clusters Score -3.451549e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150872 members 
Mstep: Class 2 contains 147624 members 
Entering Unmasked Estep 
Score: -34515512.000000 Penalty: 6252.830078
	Iteration 51Q: 3 clusters Score -3.451551e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150771 members 
Mstep: Class 2 contains 147725 members 
Entering Unmasked Estep 
Score: -34515532.000000 Penalty: 6252.830078
	Iteration 52Q: 3 clusters Score -3.451553e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150679 members 
Mstep: Class 2 contains 147817 members 
Entering Unmasked Estep 
Score: -34515536.000000 Penalty: 6252.830078
	Iteration 53Q: 3 clusters Score -3.451554e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150564 members 
Mstep: Class 2 contains 147932 members 
Entering Unmasked Estep 
Score: -34515544.000000 Penalty: 6252.830078
	Iteration 54Q: 3 clusters Score -3.451554e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150481 members 
Mstep: Class 2 contains 148015 members 
Entering Unmasked Estep 
Score: -34515588.000000 Penalty: 6252.830078
	Iteration 55Q: 3 clusters Score -3.451559e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150431 members 
Mstep: Class 2 contains 148065 members 
Entering Unmasked Estep 
Score: -34515564.000000 Penalty: 6252.830078
	Iteration 56Q: 3 clusters Score -3.451556e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150388 members 
Mstep: Class 2 contains 148108 members 
Entering Unmasked Estep 
Score: -34515556.000000 Penalty: 6252.830078
	Iteration 57Q: 3 clusters Score -3.451556e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150378 members 
Mstep: Class 2 contains 148118 members 
Entering Unmasked Estep 
Score: -34515556.000000 Penalty: 6252.830078
	Iteration 58Q: 3 clusters Score -3.451556e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 148141 members 
Entering Unmasked Estep 
Score: -34515532.000000 Penalty: 6252.830078
	Iteration 59Q: 3 clusters Score -3.451553e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150362 members 
Mstep: Class 2 contains 148134 members 
Entering Unmasked Estep 
Score: -34515564.000000 Penalty: 6252.830078
	Iteration 60F: 3 clusters Score -3.451556e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150383 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -34515524.000000 Penalty: 6252.830078
	Iteration 61Q: 3 clusters Score -3.451552e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150382 members 
Mstep: Class 2 contains 148114 members 
Entering Unmasked Estep 
Score: -34515524.000000 Penalty: 6252.830078
	Iteration 62Q: 3 clusters Score -3.451552e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150393 members 
Mstep: Class 2 contains 148103 members 
Entering Unmasked Estep 
Score: -34515520.000000 Penalty: 6252.830078
	Iteration 63Q: 3 clusters Score -3.451552e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150403 members 
Mstep: Class 2 contains 148093 members 
Entering Unmasked Estep 
Score: -34515572.000000 Penalty: 6252.830078
	Iteration 64Q: 3 clusters Score -3.451557e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150419 members 
Mstep: Class 2 contains 148077 members 
Entering Unmasked Estep 
Score: -34515552.000000 Penalty: 6252.830078
	Iteration 65Q: 3 clusters Score -3.451555e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150420 members 
Mstep: Class 2 contains 148076 members 
Entering Unmasked Estep 
Score: -34515552.000000 Penalty: 6252.830078
	Iteration 66Q: 3 clusters Score -3.451555e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150428 members 
Mstep: Class 2 contains 148068 members 
Entering Unmasked Estep 
Score: -34515548.000000 Penalty: 6252.830078
	Iteration 67Q: 3 clusters Score -3.451555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150433 members 
Mstep: Class 2 contains 148063 members 
Entering Unmasked Estep 
Score: -34515532.000000 Penalty: 6252.830078
	Iteration 68Q: 3 clusters Score -3.451553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150433 members 
Mstep: Class 2 contains 148063 members 
Entering Unmasked Estep 
Score: -34515528.000000 Penalty: 6252.830078
	Iteration 69Q: 3 clusters Score -3.451553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150431 members 
Mstep: Class 2 contains 148065 members 
Entering Unmasked Estep 
Score: -34515536.000000 Penalty: 6252.830078
	Iteration 70Q: 3 clusters Score -3.451554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 148069 members 
Entering Unmasked Estep 
Score: -34515552.000000 Penalty: 6252.830078
	Iteration 71Q: 3 clusters Score -3.451555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150418 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -34515532.000000 Penalty: 6252.830078
	Iteration 72Q: 3 clusters Score -3.451553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150411 members 
Mstep: Class 2 contains 148085 members 
Entering Unmasked Estep 
Score: -34515544.000000 Penalty: 6252.830078
	Iteration 73Q: 3 clusters Score -3.451554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150412 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -34515540.000000 Penalty: 6252.830078
	Iteration 74Q: 3 clusters Score -3.451554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150413 members 
Mstep: Class 2 contains 148083 members 
Entering Unmasked Estep 
Score: -34515548.000000 Penalty: 6252.830078
	Iteration 75Q: 3 clusters Score -3.451555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150412 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -34515532.000000 Penalty: 6252.830078
	Iteration 76Q: 3 clusters Score -3.451553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150411 members 
Mstep: Class 2 contains 148085 members 
Entering Unmasked Estep 
Score: -34515520.000000 Penalty: 6252.830078
	Iteration 77Q: 3 clusters Score -3.451552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150410 members 
Mstep: Class 2 contains 148086 members 
Entering Unmasked Estep 
Score: -34515512.000000 Penalty: 6252.830078
	Iteration 78Q: 3 clusters Score -3.451551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150410 members 
Mstep: Class 2 contains 148086 members 
Entering Unmasked Estep 
Score: -34515512.000000 Penalty: 6252.830078
	Iteration 79Q: 3 clusters Score -3.451551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150411 members 
Mstep: Class 2 contains 148085 members 
Entering Unmasked Estep 
Score: -34515508.000000 Penalty: 6252.830078
	Iteration 80F: 3 clusters Score -3.451551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150412 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -34515508.000000 Penalty: 6252.830078
	Iteration 81Q: 3 clusters Score -3.451551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150413 members 
Mstep: Class 2 contains 148083 members 
Entering Unmasked Estep 
Score: -34515508.000000 Penalty: 6252.830078
	Iteration 82Q: 3 clusters Score -3.451551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150413 members 
Mstep: Class 2 contains 148083 members 
Entering Unmasked Estep 
Score: -34515508.000000 Penalty: 6252.830078
	Iteration 83F: 3 clusters Score -3.451551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Entering Unmasked Estep 
Score: -1727755.500000 Penalty: 2378.271240
	Iteration 0F: 2 clusters Score -1727756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1717162.125000 Penalty: 4756.542480
	Iteration 0F: 3 clusters Score -1717162 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1720427.625000 Penalty: 4756.542480
	Iteration 1F: 3 clusters Score -1720428 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1720770.250000 Penalty: 4756.542480
	Iteration 2F: 3 clusters Score -1720770 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1721108.875000 Penalty: 4756.542480
	Iteration 3F: 3 clusters Score -1721109 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1721453.875000 Penalty: 4756.542480
	Iteration 4Q: 3 clusters Score -1721454 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1721821.875000 Penalty: 4756.542480
	Iteration 5Q: 3 clusters Score -1721822 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1722215.000000 Penalty: 4756.542480
	Iteration 6Q: 3 clusters Score -1722215 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1722629.875000 Penalty: 4756.542480
	Iteration 7Q: 3 clusters Score -1722630 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1723066.625000 Penalty: 4756.542480
	Iteration 8Q: 3 clusters Score -1723067 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1723492.000000 Penalty: 4756.542480
	Iteration 9Q: 3 clusters Score -1723492 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1723889.250000 Penalty: 4756.542480
	Iteration 10Q: 3 clusters Score -1723889 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1724242.250000 Penalty: 4756.542480
	Iteration 11Q: 3 clusters Score -1724242 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1724499.500000 Penalty: 4756.542480
	Iteration 12Q: 3 clusters Score -1724500 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1724653.750000 Penalty: 4756.542480
	Iteration 13Q: 3 clusters Score -1724654 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1724750.750000 Penalty: 4756.542480
	Iteration 14Q: 3 clusters Score -1724751 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1724806.625000 Penalty: 4756.542480
	Iteration 15Q: 3 clusters Score -1724807 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1724840.500000 Penalty: 4756.542480
	Iteration 16Q: 3 clusters Score -1724840 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1724865.000000 Penalty: 4756.542480
	Iteration 17Q: 3 clusters Score -1724865 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1724888.375000 Penalty: 4756.542480
	Iteration 18Q: 3 clusters Score -1724888 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1724893.750000 Penalty: 4756.542480
	Iteration 19Q: 3 clusters Score -1724894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1724910.625000 Penalty: 4756.542480
	Iteration 20F: 3 clusters Score -1724911 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1724929.000000 Penalty: 4756.542480
	Iteration 21Q: 3 clusters Score -1724929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1724936.500000 Penalty: 4756.542480
	Iteration 22Q: 3 clusters Score -1724936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1724940.750000 Penalty: 4756.542480
	Iteration 23Q: 3 clusters Score -1724941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1724951.125000 Penalty: 4756.542480
	Iteration 24Q: 3 clusters Score -1724951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1724955.375000 Penalty: 4756.542480
	Iteration 25Q: 3 clusters Score -1724955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1724965.625000 Penalty: 4756.542480
	Iteration 26Q: 3 clusters Score -1724966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1724966.625000 Penalty: 4756.542480
	Iteration 27Q: 3 clusters Score -1724967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1724969.750000 Penalty: 4756.542480
	Iteration 28Q: 3 clusters Score -1724970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1724968.625000 Penalty: 4756.542480
	Iteration 29Q: 3 clusters Score -1724969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1724977.375000 Penalty: 4756.542480
	Iteration 30Q: 3 clusters Score -1724977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1724981.125000 Penalty: 4756.542480
	Iteration 31Q: 3 clusters Score -1724981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1724984.375000 Penalty: 4756.542480
	Iteration 32Q: 3 clusters Score -1724984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1724988.375000 Penalty: 4756.542480
	Iteration 33Q: 3 clusters Score -1724988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1724992.625000 Penalty: 4756.542480
	Iteration 34Q: 3 clusters Score -1724993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1724995.750000 Penalty: 4756.542480
	Iteration 35Q: 3 clusters Score -1724996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1724996.625000 Penalty: 4756.542480
	Iteration 36Q: 3 clusters Score -1724997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1725000.250000 Penalty: 4756.542480
	Iteration 37Q: 3 clusters Score -1725000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1725005.250000 Penalty: 4756.542480
	Iteration 38Q: 3 clusters Score -1725005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1724998.250000 Penalty: 4756.542480
	Iteration 39Q: 3 clusters Score -1724998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1725003.875000 Penalty: 4756.542480
	Iteration 40F: 3 clusters Score -1725004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1725007.750000 Penalty: 4756.542480
	Iteration 41Q: 3 clusters Score -1725008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1725007.000000 Penalty: 4756.542480
	Iteration 42Q: 3 clusters Score -1725007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1725007.250000 Penalty: 4756.542480
	Iteration 43Q: 3 clusters Score -1725007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1725009.500000 Penalty: 4756.542480
	Iteration 44Q: 3 clusters Score -1725010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1725014.250000 Penalty: 4756.542480
	Iteration 45Q: 3 clusters Score -1725014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1725014.875000 Penalty: 4756.542480
	Iteration 46Q: 3 clusters Score -1725015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1725009.625000 Penalty: 4756.542480
	Iteration 47Q: 3 clusters Score -1725010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1725014.250000 Penalty: 4756.542480
	Iteration 48Q: 3 clusters Score -1725014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1725018.625000 Penalty: 4756.542480
	Iteration 49Q: 3 clusters Score -1725019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1725020.500000 Penalty: 4756.542480
	Iteration 50Q: 3 clusters Score -1725020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1725021.875000 Penalty: 4756.542480
	Iteration 51Q: 3 clusters Score -1725022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1725019.500000 Penalty: 4756.542480
	Iteration 52Q: 3 clusters Score -1725020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1725019.500000 Penalty: 4756.542480
	Iteration 53F: 3 clusters Score -1725020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Entering Unmasked Estep 
Score: -3379472.500000 Penalty: 2550.002197
	Iteration 0F: 2 clusters Score -3379472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3359545.500000 Penalty: 5100.004395
	Iteration 0F: 3 clusters Score -3359546 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3367359.000000 Penalty: 5100.004395
	Iteration 1F: 3 clusters Score -3367359 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3368746.750000 Penalty: 5100.004395
	Iteration 2F: 3 clusters Score -3368747 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3370480.000000 Penalty: 5100.004395
	Iteration 3F: 3 clusters Score -3370480 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3372397.750000 Penalty: 5100.004395
	Iteration 4F: 3 clusters Score -3372398 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3374186.750000 Penalty: 5100.004395
	Iteration 5F: 3 clusters Score -3374187 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3375552.250000 Penalty: 5100.004395
	Iteration 6F: 3 clusters Score -3375552 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3376607.000000 Penalty: 5100.004395
	Iteration 7F: 3 clusters Score -3376607 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3377441.750000 Penalty: 5100.004395
	Iteration 8Q: 3 clusters Score -3377442 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3378064.250000 Penalty: 5100.004395
	Iteration 9Q: 3 clusters Score -3378064 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3378475.250000 Penalty: 5100.004395
	Iteration 10Q: 3 clusters Score -3378475 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3378901.250000 Penalty: 5100.004395
	Iteration 11Q: 3 clusters Score -3378901 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -3379217.500000 Penalty: 5100.004395
	Iteration 12Q: 3 clusters Score -3379218 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3379511.250000 Penalty: 5100.004395
	Iteration 13Q: 3 clusters Score -3379511 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3379644.000000 Penalty: 5100.004395
	Iteration 14Q: 3 clusters Score -3379644 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3379747.750000 Penalty: 5100.004395
	Iteration 15Q: 3 clusters Score -3379748 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3379830.000000 Penalty: 5100.004395
	Iteration 16Q: 3 clusters Score -3379830 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3379895.000000 Penalty: 5100.004395
	Iteration 17Q: 3 clusters Score -3379895 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -3379939.250000 Penalty: 5100.004395
	Iteration 18Q: 3 clusters Score -3379939 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3380010.500000 Penalty: 5100.004395
	Iteration 19Q: 3 clusters Score -3380010 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3380066.750000 Penalty: 5100.004395
	Iteration 20F: 3 clusters Score -3380067 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3380127.250000 Penalty: 5100.004395
	Iteration 21Q: 3 clusters Score -3380127 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -3380150.750000 Penalty: 5100.004395
	Iteration 22Q: 3 clusters Score -3380151 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -3380181.000000 Penalty: 5100.004395
	Iteration 23Q: 3 clusters Score -3380181 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -3380210.000000 Penalty: 5100.004395
	Iteration 24Q: 3 clusters Score -3380210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3380239.250000 Penalty: 5100.004395
	Iteration 25Q: 3 clusters Score -3380239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -3380265.000000 Penalty: 5100.004395
	Iteration 26Q: 3 clusters Score -3380265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -3380278.500000 Penalty: 5100.004395
	Iteration 27Q: 3 clusters Score -3380278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3380278.250000 Penalty: 5100.004395
	Iteration 28Q: 3 clusters Score -3380278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3380291.250000 Penalty: 5100.004395
	Iteration 29Q: 3 clusters Score -3380291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -3380300.250000 Penalty: 5100.004395
	Iteration 30Q: 3 clusters Score -3380300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3380299.250000 Penalty: 5100.004395
	Iteration 31Q: 3 clusters Score -3380299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3380305.000000 Penalty: 5100.004395
	Iteration 32Q: 3 clusters Score -3380305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3380305.000000 Penalty: 5100.004395
	Iteration 33F: 3 clusters Score -3380305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 202483 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 3 contains 29582 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 28431 members 
Mstep: Class 6 contains 46574 members 
Mstep: Class 7 contains 298496 members 
Mstep: Class 12 contains 14615 members 
Mstep: Class 15 contains 779 members 
Mstep: Class 19 contains 25401 members 
Entering Unmasked Estep 
Score: -74601112.000000 Penalty: 33202.113281
Splitting cluster 15 changes total score from -74601536.000000 to -74601112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (25401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Entering Unmasked Estep 
Score: -2968368.250000 Penalty: 2515.350830
	Iteration 0F: 2 clusters Score -2968368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2950847.250000 Penalty: 5030.701660
	Iteration 0F: 3 clusters Score -2950847 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2956962.000000 Penalty: 5030.701660
	Iteration 1F: 3 clusters Score -2956962 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2957368.750000 Penalty: 5030.701660
	Iteration 2Q: 3 clusters Score -2957369 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2957697.250000 Penalty: 5030.701660
	Iteration 3Q: 3 clusters Score -2957697 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2958123.250000 Penalty: 5030.701660
	Iteration 4Q: 3 clusters Score -2958123 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2958628.250000 Penalty: 5030.701660
	Iteration 5Q: 3 clusters Score -2958628 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2959225.000000 Penalty: 5030.701660
	Iteration 6Q: 3 clusters Score -2959225 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2959810.750000 Penalty: 5030.701660
	Iteration 7Q: 3 clusters Score -2959811 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2960319.500000 Penalty: 5030.701660
	Iteration 8Q: 3 clusters Score -2960320 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2960849.750000 Penalty: 5030.701660
	Iteration 9Q: 3 clusters Score -2960850 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2961458.500000 Penalty: 5030.701660
	Iteration 10Q: 3 clusters Score -2961458 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2962113.750000 Penalty: 5030.701660
	Iteration 11Q: 3 clusters Score -2962114 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2962704.000000 Penalty: 5030.701660
	Iteration 12Q: 3 clusters Score -2962704 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2963205.250000 Penalty: 5030.701660
	Iteration 13Q: 3 clusters Score -2963205 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2963613.500000 Penalty: 5030.701660
	Iteration 14Q: 3 clusters Score -2963614 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2963865.500000 Penalty: 5030.701660
	Iteration 15Q: 3 clusters Score -2963866 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2964018.250000 Penalty: 5030.701660
	Iteration 16Q: 3 clusters Score -2964018 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2964104.000000 Penalty: 5030.701660
	Iteration 17Q: 3 clusters Score -2964104 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2964175.250000 Penalty: 5030.701660
	Iteration 18Q: 3 clusters Score -2964175 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2964215.250000 Penalty: 5030.701660
	Iteration 19Q: 3 clusters Score -2964215 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2964267.750000 Penalty: 5030.701660
	Iteration 20F: 3 clusters Score -2964268 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2964319.000000 Penalty: 5030.701660
	Iteration 21Q: 3 clusters Score -2964319 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2964340.500000 Penalty: 5030.701660
	Iteration 22Q: 3 clusters Score -2964340 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2964358.750000 Penalty: 5030.701660
	Iteration 23Q: 3 clusters Score -2964359 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2964373.000000 Penalty: 5030.701660
	Iteration 24Q: 3 clusters Score -2964373 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2964404.250000 Penalty: 5030.701660
	Iteration 25Q: 3 clusters Score -2964404 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2964427.250000 Penalty: 5030.701660
	Iteration 26Q: 3 clusters Score -2964427 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2964448.000000 Penalty: 5030.701660
	Iteration 27Q: 3 clusters Score -2964448 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2964462.750000 Penalty: 5030.701660
	Iteration 28Q: 3 clusters Score -2964463 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2964490.250000 Penalty: 5030.701660
	Iteration 29Q: 3 clusters Score -2964490 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2964509.500000 Penalty: 5030.701660
	Iteration 30Q: 3 clusters Score -2964510 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2964518.250000 Penalty: 5030.701660
	Iteration 31Q: 3 clusters Score -2964518 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2964550.000000 Penalty: 5030.701660
	Iteration 32Q: 3 clusters Score -2964550 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2964563.000000 Penalty: 5030.701660
	Iteration 33Q: 3 clusters Score -2964563 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2964599.750000 Penalty: 5030.701660
	Iteration 34Q: 3 clusters Score -2964600 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2964619.250000 Penalty: 5030.701660
	Iteration 35Q: 3 clusters Score -2964619 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2964642.750000 Penalty: 5030.701660
	Iteration 36Q: 3 clusters Score -2964643 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2964669.750000 Penalty: 5030.701660
	Iteration 37Q: 3 clusters Score -2964670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2964685.750000 Penalty: 5030.701660
	Iteration 38Q: 3 clusters Score -2964686 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2964712.250000 Penalty: 5030.701660
	Iteration 39Q: 3 clusters Score -2964712 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2964729.000000 Penalty: 5030.701660
	Iteration 40F: 3 clusters Score -2964729 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2964753.250000 Penalty: 5030.701660
	Iteration 41Q: 3 clusters Score -2964753 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2964771.500000 Penalty: 5030.701660
	Iteration 42Q: 3 clusters Score -2964772 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2964777.250000 Penalty: 5030.701660
	Iteration 43Q: 3 clusters Score -2964777 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2964799.000000 Penalty: 5030.701660
	Iteration 44Q: 3 clusters Score -2964799 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2964808.000000 Penalty: 5030.701660
	Iteration 45Q: 3 clusters Score -2964808 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2964820.250000 Penalty: 5030.701660
	Iteration 46Q: 3 clusters Score -2964820 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2964841.250000 Penalty: 5030.701660
	Iteration 47Q: 3 clusters Score -2964841 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2964847.750000 Penalty: 5030.701660
	Iteration 48Q: 3 clusters Score -2964848 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2964871.250000 Penalty: 5030.701660
	Iteration 49Q: 3 clusters Score -2964871 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2964883.250000 Penalty: 5030.701660
	Iteration 50Q: 3 clusters Score -2964883 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2964905.750000 Penalty: 5030.701660
	Iteration 51Q: 3 clusters Score -2964906 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2964930.000000 Penalty: 5030.701660
	Iteration 52Q: 3 clusters Score -2964930 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2964945.500000 Penalty: 5030.701660
	Iteration 53Q: 3 clusters Score -2964946 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2964976.500000 Penalty: 5030.701660
	Iteration 54Q: 3 clusters Score -2964976 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2964996.250000 Penalty: 5030.701660
	Iteration 55Q: 3 clusters Score -2964996 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2965007.000000 Penalty: 5030.701660
	Iteration 56Q: 3 clusters Score -2965007 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2965023.750000 Penalty: 5030.701660
	Iteration 57Q: 3 clusters Score -2965024 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2965028.250000 Penalty: 5030.701660
	Iteration 58Q: 3 clusters Score -2965028 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2965046.500000 Penalty: 5030.701660
	Iteration 59Q: 3 clusters Score -2965046 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2965055.750000 Penalty: 5030.701660
	Iteration 60F: 3 clusters Score -2965056 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2965071.750000 Penalty: 5030.701660
	Iteration 61Q: 3 clusters Score -2965072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2965084.750000 Penalty: 5030.701660
	Iteration 62Q: 3 clusters Score -2965085 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2965093.250000 Penalty: 5030.701660
	Iteration 63Q: 3 clusters Score -2965093 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2965106.250000 Penalty: 5030.701660
	Iteration 64Q: 3 clusters Score -2965106 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2965122.750000 Penalty: 5030.701660
	Iteration 65Q: 3 clusters Score -2965123 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2965139.750000 Penalty: 5030.701660
	Iteration 66Q: 3 clusters Score -2965140 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2965161.500000 Penalty: 5030.701660
	Iteration 67Q: 3 clusters Score -2965162 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2965213.000000 Penalty: 5030.701660
	Iteration 68Q: 3 clusters Score -2965213 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2965226.250000 Penalty: 5030.701660
	Iteration 69Q: 3 clusters Score -2965226 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2965266.750000 Penalty: 5030.701660
	Iteration 70Q: 3 clusters Score -2965267 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2965305.000000 Penalty: 5030.701660
	Iteration 71Q: 3 clusters Score -2965305 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2965349.250000 Penalty: 5030.701660
	Iteration 72Q: 3 clusters Score -2965349 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2965399.250000 Penalty: 5030.701660
	Iteration 73Q: 3 clusters Score -2965399 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2965431.750000 Penalty: 5030.701660
	Iteration 74Q: 3 clusters Score -2965432 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2965466.750000 Penalty: 5030.701660
	Iteration 75Q: 3 clusters Score -2965467 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2965493.500000 Penalty: 5030.701660
	Iteration 76Q: 3 clusters Score -2965494 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2965546.750000 Penalty: 5030.701660
	Iteration 77Q: 3 clusters Score -2965547 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2965590.000000 Penalty: 5030.701660
	Iteration 78Q: 3 clusters Score -2965590 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2965631.000000 Penalty: 5030.701660
	Iteration 79Q: 3 clusters Score -2965631 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2965690.750000 Penalty: 5030.701660
	Iteration 80F: 3 clusters Score -2965691 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2965736.000000 Penalty: 5030.701660
	Iteration 81Q: 3 clusters Score -2965736 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2965794.000000 Penalty: 5030.701660
	Iteration 82Q: 3 clusters Score -2965794 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2965850.250000 Penalty: 5030.701660
	Iteration 83Q: 3 clusters Score -2965850 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2965913.000000 Penalty: 5030.701660
	Iteration 84Q: 3 clusters Score -2965913 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2965990.250000 Penalty: 5030.701660
	Iteration 85Q: 3 clusters Score -2965990 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2966051.750000 Penalty: 5030.701660
	Iteration 86Q: 3 clusters Score -2966052 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2966091.750000 Penalty: 5030.701660
	Iteration 87Q: 3 clusters Score -2966092 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2966158.000000 Penalty: 5030.701660
	Iteration 88Q: 3 clusters Score -2966158 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2966227.250000 Penalty: 5030.701660
	Iteration 89Q: 3 clusters Score -2966227 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -2966302.750000 Penalty: 5030.701660
	Iteration 90Q: 3 clusters Score -2966303 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2966367.250000 Penalty: 5030.701660
	Iteration 91Q: 3 clusters Score -2966367 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2966411.000000 Penalty: 5030.701660
	Iteration 92Q: 3 clusters Score -2966411 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2966464.250000 Penalty: 5030.701660
	Iteration 93Q: 3 clusters Score -2966464 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2966502.000000 Penalty: 5030.701660
	Iteration 94Q: 3 clusters Score -2966502 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2966536.000000 Penalty: 5030.701660
	Iteration 95Q: 3 clusters Score -2966536 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2966565.250000 Penalty: 5030.701660
	Iteration 96Q: 3 clusters Score -2966565 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2966600.000000 Penalty: 5030.701660
	Iteration 97Q: 3 clusters Score -2966600 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2966622.000000 Penalty: 5030.701660
	Iteration 98Q: 3 clusters Score -2966622 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2966650.750000 Penalty: 5030.701660
	Iteration 99Q: 3 clusters Score -2966651 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2966671.250000 Penalty: 5030.701660
	Iteration 100F: 3 clusters Score -2966671 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2966701.750000 Penalty: 5030.701660
	Iteration 101Q: 3 clusters Score -2966702 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2966713.750000 Penalty: 5030.701660
	Iteration 102Q: 3 clusters Score -2966714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2966732.750000 Penalty: 5030.701660
	Iteration 103Q: 3 clusters Score -2966733 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2966744.750000 Penalty: 5030.701660
	Iteration 104Q: 3 clusters Score -2966745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -2966753.500000 Penalty: 5030.701660
	Iteration 105Q: 3 clusters Score -2966754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2966763.750000 Penalty: 5030.701660
	Iteration 106Q: 3 clusters Score -2966764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2966773.750000 Penalty: 5030.701660
	Iteration 107Q: 3 clusters Score -2966774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -2966778.750000 Penalty: 5030.701660
	Iteration 108Q: 3 clusters Score -2966779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2966779.500000 Penalty: 5030.701660
	Iteration 109Q: 3 clusters Score -2966780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2966780.500000 Penalty: 5030.701660
	Iteration 110Q: 3 clusters Score -2966780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -2966790.750000 Penalty: 5030.701660
	Iteration 111Q: 3 clusters Score -2966791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2966789.500000 Penalty: 5030.701660
	Iteration 112Q: 3 clusters Score -2966790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2966794.500000 Penalty: 5030.701660
	Iteration 113Q: 3 clusters Score -2966794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2966794.000000 Penalty: 5030.701660
	Iteration 114Q: 3 clusters Score -2966794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2966801.250000 Penalty: 5030.701660
	Iteration 115Q: 3 clusters Score -2966801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2966803.500000 Penalty: 5030.701660
	Iteration 116Q: 3 clusters Score -2966804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2966808.500000 Penalty: 5030.701660
	Iteration 117Q: 3 clusters Score -2966808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2966803.000000 Penalty: 5030.701660
	Iteration 118Q: 3 clusters Score -2966803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2966800.500000 Penalty: 5030.701660
	Iteration 119Q: 3 clusters Score -2966800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2966804.250000 Penalty: 5030.701660
	Iteration 120F: 3 clusters Score -2966804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2966813.750000 Penalty: 5030.701660
	Iteration 121Q: 3 clusters Score -2966814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2966815.500000 Penalty: 5030.701660
	Iteration 122Q: 3 clusters Score -2966816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2966818.500000 Penalty: 5030.701660
	Iteration 123Q: 3 clusters Score -2966818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2966816.500000 Penalty: 5030.701660
	Iteration 124Q: 3 clusters Score -2966816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2966821.750000 Penalty: 5030.701660
	Iteration 125Q: 3 clusters Score -2966822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2966827.250000 Penalty: 5030.701660
	Iteration 126Q: 3 clusters Score -2966827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2966824.250000 Penalty: 5030.701660
	Iteration 127Q: 3 clusters Score -2966824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2966832.250000 Penalty: 5030.701660
	Iteration 128Q: 3 clusters Score -2966832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2966839.750000 Penalty: 5030.701660
	Iteration 129Q: 3 clusters Score -2966840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2966844.000000 Penalty: 5030.701660
	Iteration 130Q: 3 clusters Score -2966844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -2966852.000000 Penalty: 5030.701660
	Iteration 131Q: 3 clusters Score -2966852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2966850.000000 Penalty: 5030.701660
	Iteration 132Q: 3 clusters Score -2966850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2966857.500000 Penalty: 5030.701660
	Iteration 133Q: 3 clusters Score -2966858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2966856.000000 Penalty: 5030.701660
	Iteration 134Q: 3 clusters Score -2966856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2966860.000000 Penalty: 5030.701660
	Iteration 135Q: 3 clusters Score -2966860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2966860.000000 Penalty: 5030.701660
	Iteration 136F: 3 clusters Score -2966860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 202483 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 3 contains 29582 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 6 contains 46574 members 
Mstep: Class 7 contains 298496 members 
Mstep: Class 12 contains 14615 members 
Mstep: Class 15 contains 29210 members 
Mstep: Class 19 contains 25401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74601328.000000 Penalty: 29881.902344
Iteration 39Q: 10 clusters Score -7.460133e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 202160 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 29537 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 6 contains 46720 members 
Mstep: Class 7 contains 298620 members 
Mstep: Class 12 contains 14825 members 
Mstep: Class 15 contains 29205 members 
Mstep: Class 19 contains 25329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74606984.000000 Penalty: 29881.902344
Iteration 40F: 10 clusters Score -7.460698e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 201900 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 29428 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 6 contains 46801 members 
Mstep: Class 7 contains 298491 members 
Mstep: Class 12 contains 15031 members 
Mstep: Class 15 contains 29178 members 
Mstep: Class 19 contains 25274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74609944.000000 Penalty: 29881.902344
Iteration 41Q: 10 clusters Score -7.460994e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 201553 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 29374 members 
Mstep: Class 4 contains 4605 members 
Mstep: Class 6 contains 46910 members 
Mstep: Class 7 contains 298594 members 
Mstep: Class 12 contains 15231 members 
Mstep: Class 15 contains 29162 members 
Mstep: Class 19 contains 25230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74610392.000000 Penalty: 29881.902344
Iteration 42Q: 10 clusters Score -7.461039e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 201291 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 29348 members 
Mstep: Class 4 contains 4744 members 
Mstep: Class 6 contains 47065 members 
Mstep: Class 7 contains 298491 members 
Mstep: Class 12 contains 15405 members 
Mstep: Class 15 contains 29144 members 
Mstep: Class 19 contains 25204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74610512.000000 Penalty: 29881.902344
Iteration 43Q: 10 clusters Score -7.461051e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 201056 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 29318 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 6 contains 47218 members 
Mstep: Class 7 contains 298363 members 
Mstep: Class 12 contains 15568 members 
Mstep: Class 15 contains 29141 members 
Mstep: Class 19 contains 25164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74610768.000000 Penalty: 29881.902344
Iteration 44Q: 10 clusters Score -7.461077e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 200841 members 
Mstep: Class 2 contains 1352 members 
Mstep: Class 3 contains 29306 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 6 contains 47325 members 
Mstep: Class 7 contains 298268 members 
Mstep: Class 12 contains 15729 members 
Mstep: Class 15 contains 29135 members 
Mstep: Class 19 contains 25111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74610960.000000 Penalty: 29881.902344
Iteration 45Q: 10 clusters Score -7.461096e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 200588 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 29278 members 
Mstep: Class 4 contains 5081 members 
Mstep: Class 6 contains 47417 members 
Mstep: Class 7 contains 298243 members 
Mstep: Class 12 contains 15873 members 
Mstep: Class 15 contains 29134 members 
Mstep: Class 19 contains 25085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74610944.000000 Penalty: 29881.902344
Iteration 46Q: 10 clusters Score -7.461094e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 200381 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 29264 members 
Mstep: Class 4 contains 5189 members 
Mstep: Class 6 contains 47510 members 
Mstep: Class 7 contains 298137 members 
Mstep: Class 12 contains 16002 members 
Mstep: Class 15 contains 29135 members 
Mstep: Class 19 contains 25076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74611296.000000 Penalty: 29881.902344
Iteration 47Q: 10 clusters Score -7.46113e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 200181 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 29235 members 
Mstep: Class 4 contains 5314 members 
Mstep: Class 6 contains 47606 members 
Mstep: Class 7 contains 298028 members 
Mstep: Class 12 contains 16123 members 
Mstep: Class 15 contains 29132 members 
Mstep: Class 19 contains 25064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74611656.000000 Penalty: 29881.902344
Iteration 48Q: 10 clusters Score -7.461166e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 199943 members 
Mstep: Class 2 contains 1381 members 
Mstep: Class 3 contains 29214 members 
Mstep: Class 4 contains 5486 members 
Mstep: Class 6 contains 47707 members 
Mstep: Class 7 contains 297946 members 
Mstep: Class 12 contains 16221 members 
Mstep: Class 15 contains 29128 members 
Mstep: Class 19 contains 25030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74611936.000000 Penalty: 29881.902344
Iteration 49Q: 10 clusters Score -7.461194e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 199677 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 29197 members 
Mstep: Class 4 contains 5686 members 
Mstep: Class 6 contains 47777 members 
Mstep: Class 7 contains 297882 members 
Mstep: Class 12 contains 16321 members 
Mstep: Class 15 contains 29131 members 
Mstep: Class 19 contains 25001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74612384.000000 Penalty: 29881.902344
Iteration 50Q: 10 clusters Score -7.461238e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 199413 members 
Mstep: Class 2 contains 1397 members 
Mstep: Class 3 contains 29190 members 
Mstep: Class 4 contains 5835 members 
Mstep: Class 6 contains 47842 members 
Mstep: Class 7 contains 297864 members 
Mstep: Class 12 contains 16415 members 
Mstep: Class 15 contains 29126 members 
Mstep: Class 19 contains 24975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74612856.000000 Penalty: 29881.902344
Iteration 51Q: 10 clusters Score -7.461286e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 199140 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 29176 members 
Mstep: Class 4 contains 6044 members 
Mstep: Class 6 contains 47904 members 
Mstep: Class 7 contains 297795 members 
Mstep: Class 12 contains 16512 members 
Mstep: Class 15 contains 29131 members 
Mstep: Class 19 contains 24962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613120.000000 Penalty: 29881.902344
Iteration 52Q: 10 clusters Score -7.461312e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 198912 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 3 contains 29150 members 
Mstep: Class 4 contains 6229 members 
Mstep: Class 6 contains 47959 members 
Mstep: Class 7 contains 297745 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 15 contains 29130 members 
Mstep: Class 19 contains 24934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613376.000000 Penalty: 29881.902344
Iteration 53Q: 10 clusters Score -7.461338e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 198736 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 29146 members 
Mstep: Class 4 contains 6384 members 
Mstep: Class 6 contains 48016 members 
Mstep: Class 7 contains 297648 members 
Mstep: Class 12 contains 16694 members 
Mstep: Class 15 contains 29131 members 
Mstep: Class 19 contains 24900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613416.000000 Penalty: 29881.902344
Iteration 54Q: 10 clusters Score -7.461342e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 198606 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 3 contains 29138 members 
Mstep: Class 4 contains 6521 members 
Mstep: Class 6 contains 48062 members 
Mstep: Class 7 contains 297560 members 
Mstep: Class 12 contains 16757 members 
Mstep: Class 15 contains 29126 members 
Mstep: Class 19 contains 24882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613640.000000 Penalty: 29881.902344
Iteration 55Q: 10 clusters Score -7.461364e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 198530 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 29123 members 
Mstep: Class 4 contains 6618 members 
Mstep: Class 6 contains 48109 members 
Mstep: Class 7 contains 297472 members 
Mstep: Class 12 contains 16806 members 
Mstep: Class 15 contains 29122 members 
Mstep: Class 19 contains 24871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613656.000000 Penalty: 29881.902344
Iteration 56Q: 10 clusters Score -7.461366e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 198427 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 29113 members 
Mstep: Class 4 contains 6730 members 
Mstep: Class 6 contains 48153 members 
Mstep: Class 7 contains 297386 members 
Mstep: Class 12 contains 16866 members 
Mstep: Class 15 contains 29122 members 
Mstep: Class 19 contains 24856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613688.000000 Penalty: 29881.902344
Iteration 57Q: 10 clusters Score -7.461369e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 198344 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 29095 members 
Mstep: Class 4 contains 6843 members 
Mstep: Class 6 contains 48207 members 
Mstep: Class 7 contains 297267 members 
Mstep: Class 12 contains 16935 members 
Mstep: Class 15 contains 29118 members 
Mstep: Class 19 contains 24844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613776.000000 Penalty: 29881.902344
Iteration 58Q: 10 clusters Score -7.461378e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 198249 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 29085 members 
Mstep: Class 4 contains 6930 members 
Mstep: Class 6 contains 48257 members 
Mstep: Class 7 contains 297177 members 
Mstep: Class 12 contains 17002 members 
Mstep: Class 15 contains 29115 members 
Mstep: Class 19 contains 24839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613824.000000 Penalty: 29881.902344
Iteration 59Q: 10 clusters Score -7.461382e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 198155 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 29066 members 
Mstep: Class 4 contains 7007 members 
Mstep: Class 6 contains 48302 members 
Mstep: Class 7 contains 297103 members 
Mstep: Class 12 contains 17081 members 
Mstep: Class 15 contains 29116 members 
Mstep: Class 19 contains 24826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74615152.000000 Penalty: 29881.902344
Iteration 60F: 10 clusters Score -7.461515e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 198100 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 29047 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 6 contains 48342 members 
Mstep: Class 7 contains 296995 members 
Mstep: Class 12 contains 17149 members 
Mstep: Class 15 contains 29109 members 
Mstep: Class 19 contains 24821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74615640.000000 Penalty: 29881.902344
Iteration 61Q: 10 clusters Score -7.461564e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198058 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 29036 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 6 contains 48385 members 
Mstep: Class 7 contains 296915 members 
Mstep: Class 12 contains 17226 members 
Mstep: Class 15 contains 29104 members 
Mstep: Class 19 contains 24829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74615672.000000 Penalty: 29881.902344
Iteration 62Q: 10 clusters Score -7.461567e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198034 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 29026 members 
Mstep: Class 4 contains 7190 members 
Mstep: Class 6 contains 48427 members 
Mstep: Class 7 contains 296796 members 
Mstep: Class 12 contains 17291 members 
Mstep: Class 15 contains 29101 members 
Mstep: Class 19 contains 24831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74615888.000000 Penalty: 29881.902344
Iteration 63Q: 10 clusters Score -7.461589e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198044 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 29021 members 
Mstep: Class 4 contains 7251 members 
Mstep: Class 6 contains 48448 members 
Mstep: Class 7 contains 296682 members 
Mstep: Class 12 contains 17340 members 
Mstep: Class 15 contains 29095 members 
Mstep: Class 19 contains 24831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616056.000000 Penalty: 29881.902344
Iteration 64Q: 10 clusters Score -7.461606e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198031 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 29002 members 
Mstep: Class 4 contains 7307 members 
Mstep: Class 6 contains 48473 members 
Mstep: Class 7 contains 296591 members 
Mstep: Class 12 contains 17378 members 
Mstep: Class 15 contains 29092 members 
Mstep: Class 19 contains 24842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616280.000000 Penalty: 29881.902344
Iteration 65Q: 10 clusters Score -7.461628e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198015 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 28980 members 
Mstep: Class 4 contains 7362 members 
Mstep: Class 6 contains 48491 members 
Mstep: Class 7 contains 296515 members 
Mstep: Class 12 contains 17423 members 
Mstep: Class 15 contains 29088 members 
Mstep: Class 19 contains 24843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616424.000000 Penalty: 29881.902344
Iteration 66Q: 10 clusters Score -7.461642e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198020 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 28959 members 
Mstep: Class 4 contains 7410 members 
Mstep: Class 6 contains 48503 members 
Mstep: Class 7 contains 296437 members 
Mstep: Class 12 contains 17455 members 
Mstep: Class 15 contains 29081 members 
Mstep: Class 19 contains 24852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616440.000000 Penalty: 29881.902344
Iteration 67Q: 10 clusters Score -7.461644e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198031 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 28935 members 
Mstep: Class 4 contains 7442 members 
Mstep: Class 6 contains 48516 members 
Mstep: Class 7 contains 296373 members 
Mstep: Class 12 contains 17485 members 
Mstep: Class 15 contains 29078 members 
Mstep: Class 19 contains 24858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616448.000000 Penalty: 29881.902344
Iteration 68Q: 10 clusters Score -7.461645e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198072 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 28910 members 
Mstep: Class 4 contains 7468 members 
Mstep: Class 6 contains 48522 members 
Mstep: Class 7 contains 296286 members 
Mstep: Class 12 contains 17515 members 
Mstep: Class 15 contains 29074 members 
Mstep: Class 19 contains 24871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616464.000000 Penalty: 29881.902344
Iteration 69Q: 10 clusters Score -7.461646e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198093 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 28877 members 
Mstep: Class 4 contains 7510 members 
Mstep: Class 6 contains 48531 members 
Mstep: Class 7 contains 296230 members 
Mstep: Class 12 contains 17533 members 
Mstep: Class 15 contains 29067 members 
Mstep: Class 19 contains 24877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616584.000000 Penalty: 29881.902344
Iteration 70Q: 10 clusters Score -7.461658e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198089 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 28840 members 
Mstep: Class 4 contains 7545 members 
Mstep: Class 6 contains 48547 members 
Mstep: Class 7 contains 296198 members 
Mstep: Class 12 contains 17549 members 
Mstep: Class 15 contains 29065 members 
Mstep: Class 19 contains 24885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616696.000000 Penalty: 29881.902344
Iteration 71Q: 10 clusters Score -7.46167e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198103 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 28807 members 
Mstep: Class 4 contains 7585 members 
Mstep: Class 6 contains 48551 members 
Mstep: Class 7 contains 296150 members 
Mstep: Class 12 contains 17566 members 
Mstep: Class 15 contains 29064 members 
Mstep: Class 19 contains 24892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616816.000000 Penalty: 29881.902344
Iteration 72Q: 10 clusters Score -7.461682e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198117 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 28771 members 
Mstep: Class 4 contains 7634 members 
Mstep: Class 6 contains 48557 members 
Mstep: Class 7 contains 296091 members 
Mstep: Class 12 contains 17578 members 
Mstep: Class 15 contains 29065 members 
Mstep: Class 19 contains 24905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616872.000000 Penalty: 29881.902344
Iteration 73Q: 10 clusters Score -7.461687e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198091 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 28730 members 
Mstep: Class 4 contains 7679 members 
Mstep: Class 6 contains 48564 members 
Mstep: Class 7 contains 296091 members 
Mstep: Class 12 contains 17587 members 
Mstep: Class 15 contains 29064 members 
Mstep: Class 19 contains 24912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616904.000000 Penalty: 29881.902344
Iteration 74Q: 10 clusters Score -7.46169e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198076 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 28705 members 
Mstep: Class 4 contains 7714 members 
Mstep: Class 6 contains 48571 members 
Mstep: Class 7 contains 296065 members 
Mstep: Class 12 contains 17594 members 
Mstep: Class 15 contains 29064 members 
Mstep: Class 19 contains 24929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616872.000000 Penalty: 29881.902344
Iteration 75Q: 10 clusters Score -7.461687e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198078 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 28686 members 
Mstep: Class 4 contains 7746 members 
Mstep: Class 6 contains 48585 members 
Mstep: Class 7 contains 296025 members 
Mstep: Class 12 contains 17601 members 
Mstep: Class 15 contains 29063 members 
Mstep: Class 19 contains 24935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616928.000000 Penalty: 29881.902344
Iteration 76Q: 10 clusters Score -7.461693e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198092 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 28672 members 
Mstep: Class 4 contains 7777 members 
Mstep: Class 6 contains 48595 members 
Mstep: Class 7 contains 295972 members 
Mstep: Class 12 contains 17612 members 
Mstep: Class 15 contains 29063 members 
Mstep: Class 19 contains 24937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74617024.000000 Penalty: 29881.902344
Iteration 77Q: 10 clusters Score -7.461702e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198068 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 28658 members 
Mstep: Class 4 contains 7804 members 
Mstep: Class 6 contains 48609 members 
Mstep: Class 7 contains 295958 members 
Mstep: Class 12 contains 17615 members 
Mstep: Class 15 contains 29062 members 
Mstep: Class 19 contains 24946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74617048.000000 Penalty: 29881.902344
Iteration 78Q: 10 clusters Score -7.461705e+07 nChanged 328
Entering ConstructFrom: 
Score: -74617048.000000 Penalty: 29881.902344
Entering ConstructFrom: 
Trying to split cluster 1 (198036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198036 members 
Entering Unmasked Estep 
Score: -23083954.000000 Penalty: 3024.658691
	Iteration 0F: 2 clusters Score -2.308395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99272 members 
Mstep: Class 2 contains 98764 members 
Entering Unmasked Estep 
Score: -22959618.000000 Penalty: 6049.317383
	Iteration 0F: 3 clusters Score -2.295962e+07 nChanged 95051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103209 members 
Mstep: Class 2 contains 94827 members 
Entering Unmasked Estep 
Score: -23015778.000000 Penalty: 6049.317383
	Iteration 1F: 3 clusters Score -2.301578e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -23017492.000000 Penalty: 6049.317383
	Iteration 2Q: 3 clusters Score -2.301749e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 89129 members 
Entering Unmasked Estep 
Score: -23020278.000000 Penalty: 6049.317383
	Iteration 3Q: 3 clusters Score -2.302028e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114019 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -23024896.000000 Penalty: 6049.317383
	Iteration 4Q: 3 clusters Score -2.30249e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120617 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -23031116.000000 Penalty: 6049.317383
	Iteration 5F: 3 clusters Score -2.303112e+07 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128416 members 
Mstep: Class 2 contains 69620 members 
Entering Unmasked Estep 
Score: -23038550.000000 Penalty: 6049.317383
	Iteration 6F: 3 clusters Score -2.303855e+07 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136797 members 
Mstep: Class 2 contains 61239 members 
Entering Unmasked Estep 
Score: -23046758.000000 Penalty: 6049.317383
	Iteration 7F: 3 clusters Score -2.304676e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145102 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -23054272.000000 Penalty: 6049.317383
	Iteration 8F: 3 clusters Score -2.305427e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152250 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -23060516.000000 Penalty: 6049.317383
	Iteration 9Q: 3 clusters Score -2.306052e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157673 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -23065346.000000 Penalty: 6049.317383
	Iteration 10Q: 3 clusters Score -2.306535e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161459 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -23068306.000000 Penalty: 6049.317383
	Iteration 11Q: 3 clusters Score -2.306831e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164385 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -23070172.000000 Penalty: 6049.317383
	Iteration 12Q: 3 clusters Score -2.307017e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166779 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -23071388.000000 Penalty: 6049.317383
	Iteration 13Q: 3 clusters Score -2.307139e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169090 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -23072212.000000 Penalty: 6049.317383
	Iteration 14Q: 3 clusters Score -2.307221e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171297 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -23072824.000000 Penalty: 6049.317383
	Iteration 15Q: 3 clusters Score -2.307282e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173356 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -23073472.000000 Penalty: 6049.317383
	Iteration 16Q: 3 clusters Score -2.307347e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175334 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -23074026.000000 Penalty: 6049.317383
	Iteration 17Q: 3 clusters Score -2.307403e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177249 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -23074754.000000 Penalty: 6049.317383
	Iteration 18Q: 3 clusters Score -2.307475e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179182 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -23075456.000000 Penalty: 6049.317383
	Iteration 19Q: 3 clusters Score -2.307546e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181063 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -23076110.000000 Penalty: 6049.317383
	Iteration 20F: 3 clusters Score -2.307611e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182864 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -23076600.000000 Penalty: 6049.317383
	Iteration 21Q: 3 clusters Score -2.30766e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184608 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -23077238.000000 Penalty: 6049.317383
	Iteration 22Q: 3 clusters Score -2.307724e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186202 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -23077794.000000 Penalty: 6049.317383
	Iteration 23Q: 3 clusters Score -2.307779e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187604 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -23078264.000000 Penalty: 6049.317383
	Iteration 24Q: 3 clusters Score -2.307826e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188870 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -23078846.000000 Penalty: 6049.317383
	Iteration 25Q: 3 clusters Score -2.307885e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190003 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -23079228.000000 Penalty: 6049.317383
	Iteration 26Q: 3 clusters Score -2.307923e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190996 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -23079662.000000 Penalty: 6049.317383
	Iteration 27Q: 3 clusters Score -2.307966e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191845 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -23079972.000000 Penalty: 6049.317383
	Iteration 28Q: 3 clusters Score -2.307997e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192572 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -23080256.000000 Penalty: 6049.317383
	Iteration 29Q: 3 clusters Score -2.308026e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193171 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -23080392.000000 Penalty: 6049.317383
	Iteration 30Q: 3 clusters Score -2.308039e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193655 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -23080604.000000 Penalty: 6049.317383
	Iteration 31Q: 3 clusters Score -2.30806e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194055 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -23080716.000000 Penalty: 6049.317383
	Iteration 32Q: 3 clusters Score -2.308072e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194409 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -23080840.000000 Penalty: 6049.317383
	Iteration 33Q: 3 clusters Score -2.308084e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194717 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -23080954.000000 Penalty: 6049.317383
	Iteration 34Q: 3 clusters Score -2.308095e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194965 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -23081028.000000 Penalty: 6049.317383
	Iteration 35Q: 3 clusters Score -2.308103e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195154 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -23081098.000000 Penalty: 6049.317383
	Iteration 36Q: 3 clusters Score -2.30811e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195329 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -23081162.000000 Penalty: 6049.317383
	Iteration 37Q: 3 clusters Score -2.308116e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195491 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -23081198.000000 Penalty: 6049.317383
	Iteration 38Q: 3 clusters Score -2.30812e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195618 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -23081244.000000 Penalty: 6049.317383
	Iteration 39Q: 3 clusters Score -2.308124e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195698 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -23081262.000000 Penalty: 6049.317383
	Iteration 40F: 3 clusters Score -2.308126e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195791 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -23081306.000000 Penalty: 6049.317383
	Iteration 41Q: 3 clusters Score -2.308131e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195878 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -23081324.000000 Penalty: 6049.317383
	Iteration 42Q: 3 clusters Score -2.308132e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195970 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -23081378.000000 Penalty: 6049.317383
	Iteration 43Q: 3 clusters Score -2.308138e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196058 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -23081446.000000 Penalty: 6049.317383
	Iteration 44Q: 3 clusters Score -2.308145e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196138 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -23081452.000000 Penalty: 6049.317383
	Iteration 45Q: 3 clusters Score -2.308145e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196207 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -23081472.000000 Penalty: 6049.317383
	Iteration 46Q: 3 clusters Score -2.308147e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196274 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -23081510.000000 Penalty: 6049.317383
	Iteration 47Q: 3 clusters Score -2.308151e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196328 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -23081514.000000 Penalty: 6049.317383
	Iteration 48Q: 3 clusters Score -2.308151e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196384 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -23081558.000000 Penalty: 6049.317383
	Iteration 49Q: 3 clusters Score -2.308156e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196425 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -23081580.000000 Penalty: 6049.317383
	Iteration 50Q: 3 clusters Score -2.308158e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196453 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -23081628.000000 Penalty: 6049.317383
	Iteration 51Q: 3 clusters Score -2.308163e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196479 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -23081654.000000 Penalty: 6049.317383
	Iteration 52Q: 3 clusters Score -2.308165e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196510 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -23081692.000000 Penalty: 6049.317383
	Iteration 53Q: 3 clusters Score -2.308169e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196534 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -23081692.000000 Penalty: 6049.317383
	Iteration 54Q: 3 clusters Score -2.308169e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196549 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -23081712.000000 Penalty: 6049.317383
	Iteration 55Q: 3 clusters Score -2.308171e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196558 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -23081718.000000 Penalty: 6049.317383
	Iteration 56Q: 3 clusters Score -2.308172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196570 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -23081718.000000 Penalty: 6049.317383
	Iteration 57Q: 3 clusters Score -2.308172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196575 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -23081708.000000 Penalty: 6049.317383
	Iteration 58Q: 3 clusters Score -2.308171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196586 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -23081714.000000 Penalty: 6049.317383
	Iteration 59Q: 3 clusters Score -2.308171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196595 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -23081732.000000 Penalty: 6049.317383
	Iteration 60F: 3 clusters Score -2.308173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196600 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -23081736.000000 Penalty: 6049.317383
	Iteration 61Q: 3 clusters Score -2.308174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196607 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -23081732.000000 Penalty: 6049.317383
	Iteration 62Q: 3 clusters Score -2.308173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196607 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -23081718.000000 Penalty: 6049.317383
	Iteration 63Q: 3 clusters Score -2.308172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196610 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -23081714.000000 Penalty: 6049.317383
	Iteration 64Q: 3 clusters Score -2.308171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196614 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -23081724.000000 Penalty: 6049.317383
	Iteration 65Q: 3 clusters Score -2.308172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196613 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -23081714.000000 Penalty: 6049.317383
	Iteration 66Q: 3 clusters Score -2.308171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196613 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -23081726.000000 Penalty: 6049.317383
	Iteration 67Q: 3 clusters Score -2.308173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196613 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -23081716.000000 Penalty: 6049.317383
	Iteration 68Q: 3 clusters Score -2.308172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196618 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -23081728.000000 Penalty: 6049.317383
	Iteration 69Q: 3 clusters Score -2.308173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196620 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -23081726.000000 Penalty: 6049.317383
	Iteration 70Q: 3 clusters Score -2.308173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196620 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -23081732.000000 Penalty: 6049.317383
	Iteration 71Q: 3 clusters Score -2.308173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196619 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -23081736.000000 Penalty: 6049.317383
	Iteration 72Q: 3 clusters Score -2.308174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196622 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -23081742.000000 Penalty: 6049.317383
	Iteration 73Q: 3 clusters Score -2.308174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196625 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -23081734.000000 Penalty: 6049.317383
	Iteration 74Q: 3 clusters Score -2.308173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196629 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -23081732.000000 Penalty: 6049.317383
	Iteration 75Q: 3 clusters Score -2.308173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196629 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -23081728.000000 Penalty: 6049.317383
	Iteration 76Q: 3 clusters Score -2.308173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196632 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -23081734.000000 Penalty: 6049.317383
	Iteration 77Q: 3 clusters Score -2.308173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196638 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -23081710.000000 Penalty: 6049.317383
	Iteration 78Q: 3 clusters Score -2.308171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196642 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -23081714.000000 Penalty: 6049.317383
	Iteration 79Q: 3 clusters Score -2.308171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196645 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -23081716.000000 Penalty: 6049.317383
	Iteration 80F: 3 clusters Score -2.308172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196651 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -23081732.000000 Penalty: 6049.317383
	Iteration 81Q: 3 clusters Score -2.308173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196657 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -23081724.000000 Penalty: 6049.317383
	Iteration 82Q: 3 clusters Score -2.308172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196662 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -23081730.000000 Penalty: 6049.317383
	Iteration 83Q: 3 clusters Score -2.308173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196666 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -23081716.000000 Penalty: 6049.317383
	Iteration 84Q: 3 clusters Score -2.308172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196670 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -23081724.000000 Penalty: 6049.317383
	Iteration 85Q: 3 clusters Score -2.308172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196673 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -23081714.000000 Penalty: 6049.317383
	Iteration 86Q: 3 clusters Score -2.308171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196677 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -23081720.000000 Penalty: 6049.317383
	Iteration 87Q: 3 clusters Score -2.308172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196681 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -23081708.000000 Penalty: 6049.317383
	Iteration 88Q: 3 clusters Score -2.308171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196681 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -23081710.000000 Penalty: 6049.317383
	Iteration 89Q: 3 clusters Score -2.308171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196683 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -23081714.000000 Penalty: 6049.317383
	Iteration 90Q: 3 clusters Score -2.308171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196683 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -23081714.000000 Penalty: 6049.317383
	Iteration 91F: 3 clusters Score -2.308171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -138941.593750 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -138941.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -136982.937500 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -136982.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -137865.968750 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -137866 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -138126.031250 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -138126 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -138237.109375 Penalty: 3579.123535
	Iteration 3F: 3 clusters Score -138237.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -138302.875000 Penalty: 3579.123535
	Iteration 4Q: 3 clusters Score -138302.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -138357.515625 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -138357.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -138395.890625 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -138395.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -138419.406250 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -138419.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -138431.953125 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -138432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -138436.656250 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -138436.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -138439.359375 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -138439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -138440.968750 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -138441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -138445.015625 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -138445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -138450.093750 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -138450.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -138452.500000 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -138452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -138453.687500 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -138453.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -138454.203125 Penalty: 3579.123535
	Iteration 16Q: 3 clusters Score -138454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -138454.578125 Penalty: 3579.123535
	Iteration 17Q: 3 clusters Score -138454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -138454.843750 Penalty: 3579.123535
	Iteration 18Q: 3 clusters Score -138454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -138455.031250 Penalty: 3579.123535
	Iteration 19Q: 3 clusters Score -138455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -138455.031250 Penalty: 3579.123535
	Iteration 20F: 3 clusters Score -138455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Entering Unmasked Estep 
Score: -3360527.250000 Penalty: 2545.166748
	Iteration 0F: 2 clusters Score -3360527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3340874.250000 Penalty: 5090.333496
	Iteration 0F: 3 clusters Score -3340874 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3347856.000000 Penalty: 5090.333496
	Iteration 1F: 3 clusters Score -3347856 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3348283.250000 Penalty: 5090.333496
	Iteration 2Q: 3 clusters Score -3348283 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3348620.500000 Penalty: 5090.333496
	Iteration 3Q: 3 clusters Score -3348620 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3348935.250000 Penalty: 5090.333496
	Iteration 4Q: 3 clusters Score -3348935 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3349247.000000 Penalty: 5090.333496
	Iteration 5Q: 3 clusters Score -3349247 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3349603.250000 Penalty: 5090.333496
	Iteration 6Q: 3 clusters Score -3349603 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3349988.500000 Penalty: 5090.333496
	Iteration 7Q: 3 clusters Score -3349988 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3350414.250000 Penalty: 5090.333496
	Iteration 8Q: 3 clusters Score -3350414 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3350960.000000 Penalty: 5090.333496
	Iteration 9Q: 3 clusters Score -3350960 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3351626.250000 Penalty: 5090.333496
	Iteration 10Q: 3 clusters Score -3351626 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -3352387.750000 Penalty: 5090.333496
	Iteration 11Q: 3 clusters Score -3352388 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3353349.500000 Penalty: 5090.333496
	Iteration 12Q: 3 clusters Score -3353350 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3354412.500000 Penalty: 5090.333496
	Iteration 13Q: 3 clusters Score -3354412 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3355284.250000 Penalty: 5090.333496
	Iteration 14Q: 3 clusters Score -3355284 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3355792.000000 Penalty: 5090.333496
	Iteration 15Q: 3 clusters Score -3355792 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3356051.500000 Penalty: 5090.333496
	Iteration 16Q: 3 clusters Score -3356052 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3356217.250000 Penalty: 5090.333496
	Iteration 17Q: 3 clusters Score -3356217 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3356352.000000 Penalty: 5090.333496
	Iteration 18Q: 3 clusters Score -3356352 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3356476.750000 Penalty: 5090.333496
	Iteration 19Q: 3 clusters Score -3356477 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -3356585.500000 Penalty: 5090.333496
	Iteration 20F: 3 clusters Score -3356586 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -3356685.500000 Penalty: 5090.333496
	Iteration 21Q: 3 clusters Score -3356686 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -3356765.500000 Penalty: 5090.333496
	Iteration 22Q: 3 clusters Score -3356766 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -3356869.000000 Penalty: 5090.333496
	Iteration 23Q: 3 clusters Score -3356869 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3356953.000000 Penalty: 5090.333496
	Iteration 24Q: 3 clusters Score -3356953 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3357037.750000 Penalty: 5090.333496
	Iteration 25Q: 3 clusters Score -3357038 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3357120.000000 Penalty: 5090.333496
	Iteration 26Q: 3 clusters Score -3357120 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3357214.250000 Penalty: 5090.333496
	Iteration 27Q: 3 clusters Score -3357214 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3357295.500000 Penalty: 5090.333496
	Iteration 28Q: 3 clusters Score -3357296 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3357392.000000 Penalty: 5090.333496
	Iteration 29Q: 3 clusters Score -3357392 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3357476.500000 Penalty: 5090.333496
	Iteration 30Q: 3 clusters Score -3357476 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3357562.500000 Penalty: 5090.333496
	Iteration 31Q: 3 clusters Score -3357562 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3357628.500000 Penalty: 5090.333496
	Iteration 32Q: 3 clusters Score -3357628 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3357686.250000 Penalty: 5090.333496
	Iteration 33Q: 3 clusters Score -3357686 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3357754.500000 Penalty: 5090.333496
	Iteration 34Q: 3 clusters Score -3357754 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3357814.500000 Penalty: 5090.333496
	Iteration 35Q: 3 clusters Score -3357814 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3357857.250000 Penalty: 5090.333496
	Iteration 36Q: 3 clusters Score -3357857 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3357892.750000 Penalty: 5090.333496
	Iteration 37Q: 3 clusters Score -3357893 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3357931.750000 Penalty: 5090.333496
	Iteration 38Q: 3 clusters Score -3357932 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3357971.750000 Penalty: 5090.333496
	Iteration 39Q: 3 clusters Score -3357972 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3358003.750000 Penalty: 5090.333496
	Iteration 40F: 3 clusters Score -3358004 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3358039.750000 Penalty: 5090.333496
	Iteration 41Q: 3 clusters Score -3358040 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3358066.500000 Penalty: 5090.333496
	Iteration 42Q: 3 clusters Score -3358066 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3358095.500000 Penalty: 5090.333496
	Iteration 43Q: 3 clusters Score -3358096 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3358117.000000 Penalty: 5090.333496
	Iteration 44Q: 3 clusters Score -3358117 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3358135.750000 Penalty: 5090.333496
	Iteration 45Q: 3 clusters Score -3358136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3358148.250000 Penalty: 5090.333496
	Iteration 46Q: 3 clusters Score -3358148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3358166.750000 Penalty: 5090.333496
	Iteration 47Q: 3 clusters Score -3358167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3358174.250000 Penalty: 5090.333496
	Iteration 48Q: 3 clusters Score -3358174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3358180.750000 Penalty: 5090.333496
	Iteration 49Q: 3 clusters Score -3358181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3358187.750000 Penalty: 5090.333496
	Iteration 50Q: 3 clusters Score -3358188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3358200.500000 Penalty: 5090.333496
	Iteration 51Q: 3 clusters Score -3358200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3358214.500000 Penalty: 5090.333496
	Iteration 52Q: 3 clusters Score -3358214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3358224.000000 Penalty: 5090.333496
	Iteration 53Q: 3 clusters Score -3358224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3358231.500000 Penalty: 5090.333496
	Iteration 54Q: 3 clusters Score -3358232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3358250.500000 Penalty: 5090.333496
	Iteration 55Q: 3 clusters Score -3358250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3358256.750000 Penalty: 5090.333496
	Iteration 56Q: 3 clusters Score -3358257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3358272.000000 Penalty: 5090.333496
	Iteration 57Q: 3 clusters Score -3358272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3358267.750000 Penalty: 5090.333496
	Iteration 58Q: 3 clusters Score -3358268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3358277.000000 Penalty: 5090.333496
	Iteration 59Q: 3 clusters Score -3358277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3358275.500000 Penalty: 5090.333496
	Iteration 60F: 3 clusters Score -3358276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3358279.750000 Penalty: 5090.333496
	Iteration 61Q: 3 clusters Score -3358280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3358281.000000 Penalty: 5090.333496
	Iteration 62Q: 3 clusters Score -3358281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3358278.000000 Penalty: 5090.333496
	Iteration 63Q: 3 clusters Score -3358278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3358280.500000 Penalty: 5090.333496
	Iteration 64Q: 3 clusters Score -3358280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3358284.250000 Penalty: 5090.333496
	Iteration 65Q: 3 clusters Score -3358284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3358284.250000 Penalty: 5090.333496
	Iteration 66F: 3 clusters Score -3358284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Entering Unmasked Estep 
Score: -911073.562500 Penalty: 2223.529541
	Iteration 0F: 2 clusters Score -911073.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -904855.625000 Penalty: 4447.059082
	Iteration 0F: 3 clusters Score -904855.6 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -906455.000000 Penalty: 4447.059082
	Iteration 1F: 3 clusters Score -906455 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -906719.187500 Penalty: 4447.059082
	Iteration 2F: 3 clusters Score -906719.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -906891.750000 Penalty: 4447.059082
	Iteration 3F: 3 clusters Score -906891.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -907015.000000 Penalty: 4447.059082
	Iteration 4Q: 3 clusters Score -907015 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -907129.062500 Penalty: 4447.059082
	Iteration 5Q: 3 clusters Score -907129.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -907245.562500 Penalty: 4447.059082
	Iteration 6Q: 3 clusters Score -907245.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -907353.187500 Penalty: 4447.059082
	Iteration 7Q: 3 clusters Score -907353.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -907491.062500 Penalty: 4447.059082
	Iteration 8Q: 3 clusters Score -907491.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -907661.000000 Penalty: 4447.059082
	Iteration 9Q: 3 clusters Score -907661 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -907839.500000 Penalty: 4447.059082
	Iteration 10Q: 3 clusters Score -907839.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -908052.312500 Penalty: 4447.059082
	Iteration 11Q: 3 clusters Score -908052.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -908310.062500 Penalty: 4447.059082
	Iteration 12Q: 3 clusters Score -908310.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -908596.437500 Penalty: 4447.059082
	Iteration 13Q: 3 clusters Score -908596.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -908902.125000 Penalty: 4447.059082
	Iteration 14Q: 3 clusters Score -908902.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -909241.625000 Penalty: 4447.059082
	Iteration 15Q: 3 clusters Score -909241.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -909622.375000 Penalty: 4447.059082
	Iteration 16Q: 3 clusters Score -909622.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -909946.187500 Penalty: 4447.059082
	Iteration 17Q: 3 clusters Score -909946.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -910149.000000 Penalty: 4447.059082
	Iteration 18Q: 3 clusters Score -910149 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -910226.875000 Penalty: 4447.059082
	Iteration 19Q: 3 clusters Score -910226.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -910254.687500 Penalty: 4447.059082
	Iteration 20F: 3 clusters Score -910254.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -910265.250000 Penalty: 4447.059082
	Iteration 21Q: 3 clusters Score -910265.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -910273.812500 Penalty: 4447.059082
	Iteration 22Q: 3 clusters Score -910273.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -910274.812500 Penalty: 4447.059082
	Iteration 23Q: 3 clusters Score -910274.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -910277.125000 Penalty: 4447.059082
	Iteration 24Q: 3 clusters Score -910277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -910276.687500 Penalty: 4447.059082
	Iteration 25Q: 3 clusters Score -910276.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -910276.750000 Penalty: 4447.059082
	Iteration 26Q: 3 clusters Score -910276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -910279.437500 Penalty: 4447.059082
	Iteration 27Q: 3 clusters Score -910279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -910278.812500 Penalty: 4447.059082
	Iteration 28Q: 3 clusters Score -910278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -910278.812500 Penalty: 4447.059082
	Iteration 29F: 3 clusters Score -910278.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Entering Unmasked Estep 
Score: -5497681.000000 Penalty: 2676.364014
	Iteration 0F: 2 clusters Score -5497681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -5464910.500000 Penalty: 5352.728027
	Iteration 0F: 3 clusters Score -5464910 nChanged 22364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -5477623.500000 Penalty: 5352.728027
	Iteration 1F: 3 clusters Score -5477624 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -5478895.000000 Penalty: 5352.728027
	Iteration 2Q: 3 clusters Score -5478895 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -5480784.500000 Penalty: 5352.728027
	Iteration 3F: 3 clusters Score -5480784 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -5483173.000000 Penalty: 5352.728027
	Iteration 4F: 3 clusters Score -5483173 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -5486145.000000 Penalty: 5352.728027
	Iteration 5F: 3 clusters Score -5486145 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -5489276.500000 Penalty: 5352.728027
	Iteration 6F: 3 clusters Score -5489276 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -5492061.500000 Penalty: 5352.728027
	Iteration 7F: 3 clusters Score -5492062 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -5494127.000000 Penalty: 5352.728027
	Iteration 8F: 3 clusters Score -5494127 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -5495795.500000 Penalty: 5352.728027
	Iteration 9Q: 3 clusters Score -5495796 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -5496985.500000 Penalty: 5352.728027
	Iteration 10Q: 3 clusters Score -5496986 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -5497465.000000 Penalty: 5352.728027
	Iteration 11Q: 3 clusters Score -5497465 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -5497744.000000 Penalty: 5352.728027
	Iteration 12Q: 3 clusters Score -5497744 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5497889.000000 Penalty: 5352.728027
	Iteration 13Q: 3 clusters Score -5497889 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -5497977.500000 Penalty: 5352.728027
	Iteration 14Q: 3 clusters Score -5497978 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -5498055.000000 Penalty: 5352.728027
	Iteration 15Q: 3 clusters Score -5498055 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -5498128.000000 Penalty: 5352.728027
	Iteration 16Q: 3 clusters Score -5498128 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -5498152.000000 Penalty: 5352.728027
	Iteration 17Q: 3 clusters Score -5498152 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -5498189.500000 Penalty: 5352.728027
	Iteration 18Q: 3 clusters Score -5498190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -5498208.500000 Penalty: 5352.728027
	Iteration 19Q: 3 clusters Score -5498208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -5498230.500000 Penalty: 5352.728027
	Iteration 20F: 3 clusters Score -5498230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -5498227.000000 Penalty: 5352.728027
	Iteration 21Q: 3 clusters Score -5498227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -5498238.000000 Penalty: 5352.728027
	Iteration 22Q: 3 clusters Score -5498238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -5498239.000000 Penalty: 5352.728027
	Iteration 23Q: 3 clusters Score -5498239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -5498238.000000 Penalty: 5352.728027
	Iteration 24Q: 3 clusters Score -5498238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -5498248.000000 Penalty: 5352.728027
	Iteration 25Q: 3 clusters Score -5498248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -5498252.000000 Penalty: 5352.728027
	Iteration 26Q: 3 clusters Score -5498252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -5498263.000000 Penalty: 5352.728027
	Iteration 27Q: 3 clusters Score -5498263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -5498271.500000 Penalty: 5352.728027
	Iteration 28Q: 3 clusters Score -5498272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -5498291.000000 Penalty: 5352.728027
	Iteration 29Q: 3 clusters Score -5498291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -5498290.500000 Penalty: 5352.728027
	Iteration 30Q: 3 clusters Score -5498290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -5498293.500000 Penalty: 5352.728027
	Iteration 31Q: 3 clusters Score -5498294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -5498293.000000 Penalty: 5352.728027
	Iteration 32Q: 3 clusters Score -5498293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -5498293.000000 Penalty: 5352.728027
	Iteration 33F: 3 clusters Score -5498293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198036 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 28646 members 
Mstep: Class 4 contains 7831 members 
Mstep: Class 5 contains 46287 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 295960 members 
Mstep: Class 12 contains 17618 members 
Mstep: Class 15 contains 29062 members 
Mstep: Class 19 contains 24947 members 
Entering Unmasked Estep 
Score: -74616800.000000 Penalty: 33202.113281
Splitting cluster 6 changes total score from -74617048.000000 to -74616800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (295960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295960 members 
Entering Unmasked Estep 
Score: -34229000.000000 Penalty: 3124.298828
	Iteration 0F: 2 clusters Score -3.4229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148159 members 
Mstep: Class 2 contains 147801 members 
Entering Unmasked Estep 
Score: -34060176.000000 Penalty: 6248.597656
	Iteration 0F: 3 clusters Score -3.406018e+07 nChanged 143499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 143546 members 
Entering Unmasked Estep 
Score: -34144628.000000 Penalty: 6248.597656
	Iteration 1F: 3 clusters Score -3.414463e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155375 members 
Mstep: Class 2 contains 140585 members 
Entering Unmasked Estep 
Score: -34145976.000000 Penalty: 6248.597656
	Iteration 2Q: 3 clusters Score -3.414598e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160124 members 
Mstep: Class 2 contains 135836 members 
Entering Unmasked Estep 
Score: -34147864.000000 Penalty: 6248.597656
	Iteration 3Q: 3 clusters Score -3.414786e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167398 members 
Mstep: Class 2 contains 128562 members 
Entering Unmasked Estep 
Score: -34151260.000000 Penalty: 6248.597656
	Iteration 4Q: 3 clusters Score -3.415126e+07 nChanged 13641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178491 members 
Mstep: Class 2 contains 117469 members 
Entering Unmasked Estep 
Score: -34156672.000000 Penalty: 6248.597656
	Iteration 5Q: 3 clusters Score -3.415667e+07 nChanged 18290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194561 members 
Mstep: Class 2 contains 101399 members 
Entering Unmasked Estep 
Score: -34166264.000000 Penalty: 6248.597656
	Iteration 6F: 3 clusters Score -3.416626e+07 nChanged 22317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214714 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -34180640.000000 Penalty: 6248.597656
	Iteration 7F: 3 clusters Score -3.418064e+07 nChanged 22707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235481 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -34196356.000000 Penalty: 6248.597656
	Iteration 8F: 3 clusters Score -3.419636e+07 nChanged 18147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251648 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -34208740.000000 Penalty: 6248.597656
	Iteration 9F: 3 clusters Score -3.420874e+07 nChanged 12354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261664 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -34216904.000000 Penalty: 6248.597656
	Iteration 10Q: 3 clusters Score -3.42169e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267490 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -34221808.000000 Penalty: 6248.597656
	Iteration 11Q: 3 clusters Score -3.422181e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271149 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -34224540.000000 Penalty: 6248.597656
	Iteration 12Q: 3 clusters Score -3.422454e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273772 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -34226036.000000 Penalty: 6248.597656
	Iteration 13Q: 3 clusters Score -3.422604e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275937 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -34227200.000000 Penalty: 6248.597656
	Iteration 14Q: 3 clusters Score -3.42272e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277781 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -34228604.000000 Penalty: 6248.597656
	Iteration 15Q: 3 clusters Score -3.42286e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279445 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -34229868.000000 Penalty: 6248.597656
	Iteration 16Q: 3 clusters Score -3.422987e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281016 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -34230560.000000 Penalty: 6248.597656
	Iteration 17Q: 3 clusters Score -3.423056e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282518 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -34231400.000000 Penalty: 6248.597656
	Iteration 18Q: 3 clusters Score -3.42314e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283902 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -34231696.000000 Penalty: 6248.597656
	Iteration 19Q: 3 clusters Score -3.42317e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285159 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -34232108.000000 Penalty: 6248.597656
	Iteration 20F: 3 clusters Score -3.423211e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286303 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -34232448.000000 Penalty: 6248.597656
	Iteration 21Q: 3 clusters Score -3.423245e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287283 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -34232444.000000 Penalty: 6248.597656
	Iteration 22Q: 3 clusters Score -3.423244e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288062 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -34232572.000000 Penalty: 6248.597656
	Iteration 23Q: 3 clusters Score -3.423257e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288678 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -34232588.000000 Penalty: 6248.597656
	Iteration 24Q: 3 clusters Score -3.423259e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289155 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -34232548.000000 Penalty: 6248.597656
	Iteration 25Q: 3 clusters Score -3.423255e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289541 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -34232508.000000 Penalty: 6248.597656
	Iteration 26Q: 3 clusters Score -3.423251e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289811 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -34232620.000000 Penalty: 6248.597656
	Iteration 27Q: 3 clusters Score -3.423262e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289968 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -34232608.000000 Penalty: 6248.597656
	Iteration 28Q: 3 clusters Score -3.423261e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290091 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -34232640.000000 Penalty: 6248.597656
	Iteration 29Q: 3 clusters Score -3.423264e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290193 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -34232672.000000 Penalty: 6248.597656
	Iteration 30Q: 3 clusters Score -3.423267e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290278 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -34232696.000000 Penalty: 6248.597656
	Iteration 31Q: 3 clusters Score -3.42327e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290344 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -34232688.000000 Penalty: 6248.597656
	Iteration 32Q: 3 clusters Score -3.423269e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290383 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -34232696.000000 Penalty: 6248.597656
	Iteration 33Q: 3 clusters Score -3.42327e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290415 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -34232760.000000 Penalty: 6248.597656
	Iteration 34Q: 3 clusters Score -3.423276e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290425 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -34232796.000000 Penalty: 6248.597656
	Iteration 35Q: 3 clusters Score -3.42328e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290438 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -34232804.000000 Penalty: 6248.597656
	Iteration 36Q: 3 clusters Score -3.42328e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290439 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -34232832.000000 Penalty: 6248.597656
	Iteration 37Q: 3 clusters Score -3.423283e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290446 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -34232860.000000 Penalty: 6248.597656
	Iteration 38Q: 3 clusters Score -3.423286e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290444 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -34232844.000000 Penalty: 6248.597656
	Iteration 39Q: 3 clusters Score -3.423284e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290438 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -34232876.000000 Penalty: 6248.597656
	Iteration 40F: 3 clusters Score -3.423288e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290437 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -34232864.000000 Penalty: 6248.597656
	Iteration 41Q: 3 clusters Score -3.423286e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290432 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -34232856.000000 Penalty: 6248.597656
	Iteration 42Q: 3 clusters Score -3.423286e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290434 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -34232852.000000 Penalty: 6248.597656
	Iteration 43Q: 3 clusters Score -3.423285e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290439 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -34232872.000000 Penalty: 6248.597656
	Iteration 44Q: 3 clusters Score -3.423287e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290437 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -34232868.000000 Penalty: 6248.597656
	Iteration 45Q: 3 clusters Score -3.423287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290431 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -34232896.000000 Penalty: 6248.597656
	Iteration 46Q: 3 clusters Score -3.42329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290428 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -34232888.000000 Penalty: 6248.597656
	Iteration 47Q: 3 clusters Score -3.423289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290431 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -34232892.000000 Penalty: 6248.597656
	Iteration 48Q: 3 clusters Score -3.423289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290444 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -34232884.000000 Penalty: 6248.597656
	Iteration 49Q: 3 clusters Score -3.423288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290448 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -34232864.000000 Penalty: 6248.597656
	Iteration 50Q: 3 clusters Score -3.423286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290452 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -34232880.000000 Penalty: 6248.597656
	Iteration 51Q: 3 clusters Score -3.423288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290453 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -34232868.000000 Penalty: 6248.597656
	Iteration 52Q: 3 clusters Score -3.423287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290453 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -34232864.000000 Penalty: 6248.597656
	Iteration 53Q: 3 clusters Score -3.423286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290451 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -34232836.000000 Penalty: 6248.597656
	Iteration 54Q: 3 clusters Score -3.423284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290451 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -34232844.000000 Penalty: 6248.597656
	Iteration 55Q: 3 clusters Score -3.423284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290450 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -34232848.000000 Penalty: 6248.597656
	Iteration 56Q: 3 clusters Score -3.423285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290451 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -34232848.000000 Penalty: 6248.597656
	Iteration 57Q: 3 clusters Score -3.423285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290454 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -34232848.000000 Penalty: 6248.597656
	Iteration 58Q: 3 clusters Score -3.423285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290456 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -34232832.000000 Penalty: 6248.597656
	Iteration 59Q: 3 clusters Score -3.423283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290459 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -34232836.000000 Penalty: 6248.597656
	Iteration 60F: 3 clusters Score -3.423284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290463 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -34232812.000000 Penalty: 6248.597656
	Iteration 61Q: 3 clusters Score -3.423281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290466 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -34232820.000000 Penalty: 6248.597656
	Iteration 62Q: 3 clusters Score -3.423282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290468 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -34232812.000000 Penalty: 6248.597656
	Iteration 63Q: 3 clusters Score -3.423281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290467 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -34232820.000000 Penalty: 6248.597656
	Iteration 64Q: 3 clusters Score -3.423282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290467 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -34232820.000000 Penalty: 6248.597656
	Iteration 65F: 3 clusters Score -3.423282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198036 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 28646 members 
Mstep: Class 4 contains 7831 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 48620 members 
Mstep: Class 7 contains 290467 members 
Mstep: Class 12 contains 17618 members 
Mstep: Class 15 contains 29062 members 
Mstep: Class 19 contains 24947 members 
Entering Unmasked Estep 
Score: -74620376.000000 Penalty: 33202.113281
Splitting cluster 7 changes total score from -74617048.000000 to -74620376.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (17618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Entering Unmasked Estep 
Score: -2079755.375000 Penalty: 2424.615723
	Iteration 0F: 2 clusters Score -2079755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2067184.875000 Penalty: 4849.231445
	Iteration 0F: 3 clusters Score -2067185 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2071207.625000 Penalty: 4849.231445
	Iteration 1F: 3 clusters Score -2071208 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2071539.500000 Penalty: 4849.231445
	Iteration 2F: 3 clusters Score -2071540 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2071813.500000 Penalty: 4849.231445
	Iteration 3Q: 3 clusters Score -2071814 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2072076.625000 Penalty: 4849.231445
	Iteration 4Q: 3 clusters Score -2072077 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2072353.875000 Penalty: 4849.231445
	Iteration 5Q: 3 clusters Score -2072354 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2072684.750000 Penalty: 4849.231445
	Iteration 6Q: 3 clusters Score -2072685 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2073186.500000 Penalty: 4849.231445
	Iteration 7Q: 3 clusters Score -2073186 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2073866.875000 Penalty: 4849.231445
	Iteration 8F: 3 clusters Score -2073867 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2074772.625000 Penalty: 4849.231445
	Iteration 9F: 3 clusters Score -2074773 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2075682.125000 Penalty: 4849.231445
	Iteration 10F: 3 clusters Score -2075682 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2076536.375000 Penalty: 4849.231445
	Iteration 11F: 3 clusters Score -2076536 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2077099.000000 Penalty: 4849.231445
	Iteration 12Q: 3 clusters Score -2077099 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2077391.625000 Penalty: 4849.231445
	Iteration 13Q: 3 clusters Score -2077392 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2077536.500000 Penalty: 4849.231445
	Iteration 14Q: 3 clusters Score -2077536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2077615.375000 Penalty: 4849.231445
	Iteration 15Q: 3 clusters Score -2077615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2077651.125000 Penalty: 4849.231445
	Iteration 16Q: 3 clusters Score -2077651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2077677.250000 Penalty: 4849.231445
	Iteration 17Q: 3 clusters Score -2077677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2077692.000000 Penalty: 4849.231445
	Iteration 18Q: 3 clusters Score -2077692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2077702.875000 Penalty: 4849.231445
	Iteration 19Q: 3 clusters Score -2077703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2077711.125000 Penalty: 4849.231445
	Iteration 20F: 3 clusters Score -2077711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2077712.625000 Penalty: 4849.231445
	Iteration 21Q: 3 clusters Score -2077713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2077714.750000 Penalty: 4849.231445
	Iteration 22Q: 3 clusters Score -2077715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2077719.500000 Penalty: 4849.231445
	Iteration 23Q: 3 clusters Score -2077720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2077721.125000 Penalty: 4849.231445
	Iteration 24Q: 3 clusters Score -2077721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2077718.625000 Penalty: 4849.231445
	Iteration 25Q: 3 clusters Score -2077719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2077719.750000 Penalty: 4849.231445
	Iteration 26Q: 3 clusters Score -2077720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2077719.750000 Penalty: 4849.231445
	Iteration 27F: 3 clusters Score -2077720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Entering Unmasked Estep 
Score: -3364153.750000 Penalty: 2548.742188
	Iteration 0F: 2 clusters Score -3364154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3344183.750000 Penalty: 5097.484375
	Iteration 0F: 3 clusters Score -3344184 nChanged 13090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3351794.250000 Penalty: 5097.484375
	Iteration 1F: 3 clusters Score -3351794 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3352875.000000 Penalty: 5097.484375
	Iteration 2F: 3 clusters Score -3352875 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3354220.000000 Penalty: 5097.484375
	Iteration 3F: 3 clusters Score -3354220 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3355848.000000 Penalty: 5097.484375
	Iteration 4F: 3 clusters Score -3355848 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3357788.750000 Penalty: 5097.484375
	Iteration 5F: 3 clusters Score -3357789 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3359671.750000 Penalty: 5097.484375
	Iteration 6F: 3 clusters Score -3359672 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3361137.250000 Penalty: 5097.484375
	Iteration 7F: 3 clusters Score -3361137 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3362125.750000 Penalty: 5097.484375
	Iteration 8Q: 3 clusters Score -3362126 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3362805.000000 Penalty: 5097.484375
	Iteration 9Q: 3 clusters Score -3362805 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3363206.250000 Penalty: 5097.484375
	Iteration 10Q: 3 clusters Score -3363206 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3363424.750000 Penalty: 5097.484375
	Iteration 11Q: 3 clusters Score -3363425 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3363552.750000 Penalty: 5097.484375
	Iteration 12Q: 3 clusters Score -3363553 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3363639.500000 Penalty: 5097.484375
	Iteration 13Q: 3 clusters Score -3363640 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3363706.750000 Penalty: 5097.484375
	Iteration 14Q: 3 clusters Score -3363707 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3363750.500000 Penalty: 5097.484375
	Iteration 15Q: 3 clusters Score -3363750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3363788.250000 Penalty: 5097.484375
	Iteration 16Q: 3 clusters Score -3363788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3363812.750000 Penalty: 5097.484375
	Iteration 17Q: 3 clusters Score -3363813 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3363824.750000 Penalty: 5097.484375
	Iteration 18Q: 3 clusters Score -3363825 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3363840.000000 Penalty: 5097.484375
	Iteration 19Q: 3 clusters Score -3363840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3363842.250000 Penalty: 5097.484375
	Iteration 20F: 3 clusters Score -3363842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3363841.750000 Penalty: 5097.484375
	Iteration 21Q: 3 clusters Score -3363842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3363848.750000 Penalty: 5097.484375
	Iteration 22Q: 3 clusters Score -3363849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3363854.750000 Penalty: 5097.484375
	Iteration 23Q: 3 clusters Score -3363855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3363861.750000 Penalty: 5097.484375
	Iteration 24Q: 3 clusters Score -3363862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3363859.750000 Penalty: 5097.484375
	Iteration 25Q: 3 clusters Score -3363860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3363868.500000 Penalty: 5097.484375
	Iteration 26Q: 3 clusters Score -3363868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3363866.000000 Penalty: 5097.484375
	Iteration 27Q: 3 clusters Score -3363866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3363867.750000 Penalty: 5097.484375
	Iteration 28Q: 3 clusters Score -3363868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3363872.250000 Penalty: 5097.484375
	Iteration 29Q: 3 clusters Score -3363872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3363874.250000 Penalty: 5097.484375
	Iteration 30Q: 3 clusters Score -3363874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3363876.750000 Penalty: 5097.484375
	Iteration 31Q: 3 clusters Score -3363877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3363885.500000 Penalty: 5097.484375
	Iteration 32Q: 3 clusters Score -3363886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3363890.500000 Penalty: 5097.484375
	Iteration 33Q: 3 clusters Score -3363890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3363902.750000 Penalty: 5097.484375
	Iteration 34Q: 3 clusters Score -3363903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3363907.750000 Penalty: 5097.484375
	Iteration 35Q: 3 clusters Score -3363908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3363920.500000 Penalty: 5097.484375
	Iteration 36Q: 3 clusters Score -3363920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3363928.250000 Penalty: 5097.484375
	Iteration 37Q: 3 clusters Score -3363928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3363931.250000 Penalty: 5097.484375
	Iteration 38Q: 3 clusters Score -3363931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3363933.250000 Penalty: 5097.484375
	Iteration 39Q: 3 clusters Score -3363933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3363944.000000 Penalty: 5097.484375
	Iteration 40F: 3 clusters Score -3363944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3363946.500000 Penalty: 5097.484375
	Iteration 41Q: 3 clusters Score -3363946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3363954.750000 Penalty: 5097.484375
	Iteration 42Q: 3 clusters Score -3363955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3363951.750000 Penalty: 5097.484375
	Iteration 43Q: 3 clusters Score -3363952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3363953.250000 Penalty: 5097.484375
	Iteration 44Q: 3 clusters Score -3363953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3363958.750000 Penalty: 5097.484375
	Iteration 45Q: 3 clusters Score -3363959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3363961.250000 Penalty: 5097.484375
	Iteration 46Q: 3 clusters Score -3363961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3363957.500000 Penalty: 5097.484375
	Iteration 47Q: 3 clusters Score -3363958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3363955.250000 Penalty: 5097.484375
	Iteration 48Q: 3 clusters Score -3363955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3363957.500000 Penalty: 5097.484375
	Iteration 49Q: 3 clusters Score -3363958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3363960.000000 Penalty: 5097.484375
	Iteration 50Q: 3 clusters Score -3363960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3363960.250000 Penalty: 5097.484375
	Iteration 51Q: 3 clusters Score -3363960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3363958.750000 Penalty: 5097.484375
	Iteration 52Q: 3 clusters Score -3363959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3363959.500000 Penalty: 5097.484375
	Iteration 53Q: 3 clusters Score -3363960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3363961.750000 Penalty: 5097.484375
	Iteration 54Q: 3 clusters Score -3363962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3363965.250000 Penalty: 5097.484375
	Iteration 55Q: 3 clusters Score -3363965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3363966.000000 Penalty: 5097.484375
	Iteration 56Q: 3 clusters Score -3363966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3363961.250000 Penalty: 5097.484375
	Iteration 57Q: 3 clusters Score -3363961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3363964.250000 Penalty: 5097.484375
	Iteration 58Q: 3 clusters Score -3363964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3363965.000000 Penalty: 5097.484375
	Iteration 59Q: 3 clusters Score -3363965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3363965.250000 Penalty: 5097.484375
	Iteration 60F: 3 clusters Score -3363965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3363966.750000 Penalty: 5097.484375
	Iteration 61Q: 3 clusters Score -3363967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3363966.750000 Penalty: 5097.484375
	Iteration 62F: 3 clusters Score -3363967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Entering Unmasked Estep 
Score: -2918106.500000 Penalty: 2510.878174
	Iteration 0F: 2 clusters Score -2918106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2900714.500000 Penalty: 5021.756348
	Iteration 0F: 3 clusters Score -2900714 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2907190.000000 Penalty: 5021.756348
	Iteration 1F: 3 clusters Score -2907190 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2908045.750000 Penalty: 5021.756348
	Iteration 2F: 3 clusters Score -2908046 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2909122.750000 Penalty: 5021.756348
	Iteration 3F: 3 clusters Score -2909123 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2910423.500000 Penalty: 5021.756348
	Iteration 4F: 3 clusters Score -2910424 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2911881.500000 Penalty: 5021.756348
	Iteration 5F: 3 clusters Score -2911882 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2913235.500000 Penalty: 5021.756348
	Iteration 6F: 3 clusters Score -2913236 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2914322.750000 Penalty: 5021.756348
	Iteration 7F: 3 clusters Score -2914323 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2915092.750000 Penalty: 5021.756348
	Iteration 8Q: 3 clusters Score -2915093 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2915474.250000 Penalty: 5021.756348
	Iteration 9Q: 3 clusters Score -2915474 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2915666.000000 Penalty: 5021.756348
	Iteration 10Q: 3 clusters Score -2915666 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2915784.500000 Penalty: 5021.756348
	Iteration 11Q: 3 clusters Score -2915784 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2915856.500000 Penalty: 5021.756348
	Iteration 12Q: 3 clusters Score -2915856 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2915913.500000 Penalty: 5021.756348
	Iteration 13Q: 3 clusters Score -2915914 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2915973.750000 Penalty: 5021.756348
	Iteration 14Q: 3 clusters Score -2915974 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2916016.000000 Penalty: 5021.756348
	Iteration 15Q: 3 clusters Score -2916016 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2916059.500000 Penalty: 5021.756348
	Iteration 16Q: 3 clusters Score -2916060 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2916095.250000 Penalty: 5021.756348
	Iteration 17Q: 3 clusters Score -2916095 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2916129.250000 Penalty: 5021.756348
	Iteration 18Q: 3 clusters Score -2916129 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2916160.000000 Penalty: 5021.756348
	Iteration 19Q: 3 clusters Score -2916160 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2916193.750000 Penalty: 5021.756348
	Iteration 20F: 3 clusters Score -2916194 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2916217.500000 Penalty: 5021.756348
	Iteration 21Q: 3 clusters Score -2916218 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2916259.750000 Penalty: 5021.756348
	Iteration 22Q: 3 clusters Score -2916260 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2916288.000000 Penalty: 5021.756348
	Iteration 23Q: 3 clusters Score -2916288 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2916313.500000 Penalty: 5021.756348
	Iteration 24Q: 3 clusters Score -2916314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2916334.500000 Penalty: 5021.756348
	Iteration 25Q: 3 clusters Score -2916334 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2916354.500000 Penalty: 5021.756348
	Iteration 26Q: 3 clusters Score -2916354 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2916367.500000 Penalty: 5021.756348
	Iteration 27Q: 3 clusters Score -2916368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2916372.250000 Penalty: 5021.756348
	Iteration 28Q: 3 clusters Score -2916372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2916393.000000 Penalty: 5021.756348
	Iteration 29Q: 3 clusters Score -2916393 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2916404.500000 Penalty: 5021.756348
	Iteration 30Q: 3 clusters Score -2916404 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2916419.250000 Penalty: 5021.756348
	Iteration 31Q: 3 clusters Score -2916419 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2916427.500000 Penalty: 5021.756348
	Iteration 32Q: 3 clusters Score -2916428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2916435.250000 Penalty: 5021.756348
	Iteration 33Q: 3 clusters Score -2916435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2916447.250000 Penalty: 5021.756348
	Iteration 34Q: 3 clusters Score -2916447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2916452.500000 Penalty: 5021.756348
	Iteration 35Q: 3 clusters Score -2916452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2916464.500000 Penalty: 5021.756348
	Iteration 36Q: 3 clusters Score -2916464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2916459.250000 Penalty: 5021.756348
	Iteration 37Q: 3 clusters Score -2916459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2916467.750000 Penalty: 5021.756348
	Iteration 38Q: 3 clusters Score -2916468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2916478.000000 Penalty: 5021.756348
	Iteration 39Q: 3 clusters Score -2916478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2916480.250000 Penalty: 5021.756348
	Iteration 40F: 3 clusters Score -2916480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2916482.750000 Penalty: 5021.756348
	Iteration 41Q: 3 clusters Score -2916483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2916487.500000 Penalty: 5021.756348
	Iteration 42Q: 3 clusters Score -2916488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2916485.500000 Penalty: 5021.756348
	Iteration 43Q: 3 clusters Score -2916486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2916482.500000 Penalty: 5021.756348
	Iteration 44Q: 3 clusters Score -2916482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2916484.500000 Penalty: 5021.756348
	Iteration 45Q: 3 clusters Score -2916484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2916489.000000 Penalty: 5021.756348
	Iteration 46Q: 3 clusters Score -2916489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2916486.250000 Penalty: 5021.756348
	Iteration 47Q: 3 clusters Score -2916486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2916486.000000 Penalty: 5021.756348
	Iteration 48Q: 3 clusters Score -2916486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2916487.250000 Penalty: 5021.756348
	Iteration 49Q: 3 clusters Score -2916487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2916488.750000 Penalty: 5021.756348
	Iteration 50Q: 3 clusters Score -2916489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2916489.000000 Penalty: 5021.756348
	Iteration 51Q: 3 clusters Score -2916489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2916489.750000 Penalty: 5021.756348
	Iteration 52Q: 3 clusters Score -2916490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2916489.250000 Penalty: 5021.756348
	Iteration 53Q: 3 clusters Score -2916489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2916490.750000 Penalty: 5021.756348
	Iteration 54Q: 3 clusters Score -2916491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2916487.500000 Penalty: 5021.756348
	Iteration 55Q: 3 clusters Score -2916488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2916488.000000 Penalty: 5021.756348
	Iteration 56Q: 3 clusters Score -2916488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2916489.750000 Penalty: 5021.756348
	Iteration 57Q: 3 clusters Score -2916490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2916492.500000 Penalty: 5021.756348
	Iteration 58Q: 3 clusters Score -2916492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2916490.500000 Penalty: 5021.756348
	Iteration 59Q: 3 clusters Score -2916490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2916493.500000 Penalty: 5021.756348
	Iteration 60F: 3 clusters Score -2916494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2916494.250000 Penalty: 5021.756348
	Iteration 61Q: 3 clusters Score -2916494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2916496.000000 Penalty: 5021.756348
	Iteration 62Q: 3 clusters Score -2916496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2916496.000000 Penalty: 5021.756348
	Iteration 63F: 3 clusters Score -2916496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 198036 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 28646 members 
Mstep: Class 4 contains 7831 members 
Mstep: Class 6 contains 48620 members 
Mstep: Class 7 contains 290467 members 
Mstep: Class 12 contains 17618 members 
Mstep: Class 15 contains 29062 members 
Mstep: Class 19 contains 24947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74621000.000000 Penalty: 33202.113281
Iteration 79Q: 11 clusters Score -7.4621e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 196708 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 28582 members 
Mstep: Class 4 contains 7853 members 
Mstep: Class 5 contains 5658 members 
Mstep: Class 6 contains 48141 members 
Mstep: Class 7 contains 292214 members 
Mstep: Class 12 contains 17549 members 
Mstep: Class 15 contains 29056 members 
Mstep: Class 19 contains 24962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74621928.000000 Penalty: 33202.113281
Iteration 80F: 11 clusters Score -7.462193e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 195764 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 28494 members 
Mstep: Class 4 contains 7866 members 
Mstep: Class 5 contains 6356 members 
Mstep: Class 6 contains 47836 members 
Mstep: Class 7 contains 292945 members 
Mstep: Class 12 contains 17494 members 
Mstep: Class 15 contains 29048 members 
Mstep: Class 19 contains 24918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74622808.000000 Penalty: 33202.113281
Iteration 81Q: 11 clusters Score -7.462281e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 195257 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 3 contains 28445 members 
Mstep: Class 4 contains 7886 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 47577 members 
Mstep: Class 7 contains 293207 members 
Mstep: Class 12 contains 17463 members 
Mstep: Class 15 contains 29037 members 
Mstep: Class 19 contains 24879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74623368.000000 Penalty: 33202.113281
Iteration 82Q: 11 clusters Score -7.462337e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 195018 members 
Mstep: Class 2 contains 1347 members 
Mstep: Class 3 contains 28413 members 
Mstep: Class 4 contains 7907 members 
Mstep: Class 5 contains 7605 members 
Mstep: Class 6 contains 47387 members 
Mstep: Class 7 contains 293110 members 
Mstep: Class 12 contains 17449 members 
Mstep: Class 15 contains 29026 members 
Mstep: Class 19 contains 24825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74624152.000000 Penalty: 33202.113281
Iteration 83Q: 11 clusters Score -7.462415e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194872 members 
Mstep: Class 2 contains 1346 members 
Mstep: Class 3 contains 28360 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 8212 members 
Mstep: Class 6 contains 47186 members 
Mstep: Class 7 contains 292952 members 
Mstep: Class 12 contains 17435 members 
Mstep: Class 15 contains 29024 members 
Mstep: Class 19 contains 24775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74624776.000000 Penalty: 33202.113281
Iteration 84Q: 11 clusters Score -7.462478e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194703 members 
Mstep: Class 2 contains 1346 members 
Mstep: Class 3 contains 28313 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 292804 members 
Mstep: Class 12 contains 17438 members 
Mstep: Class 15 contains 29020 members 
Mstep: Class 19 contains 24758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74625072.000000 Penalty: 33202.113281
Iteration 85Q: 11 clusters Score -7.462507e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194614 members 
Mstep: Class 2 contains 1347 members 
Mstep: Class 3 contains 28291 members 
Mstep: Class 4 contains 7943 members 
Mstep: Class 5 contains 9294 members 
Mstep: Class 6 contains 46845 members 
Mstep: Class 7 contains 292568 members 
Mstep: Class 12 contains 17434 members 
Mstep: Class 15 contains 29018 members 
Mstep: Class 19 contains 24733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74625520.000000 Penalty: 33202.113281
Iteration 86Q: 11 clusters Score -7.462552e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194513 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 28262 members 
Mstep: Class 4 contains 7952 members 
Mstep: Class 5 contains 9736 members 
Mstep: Class 6 contains 46717 members 
Mstep: Class 7 contains 292383 members 
Mstep: Class 12 contains 17422 members 
Mstep: Class 15 contains 29011 members 
Mstep: Class 19 contains 24742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74625752.000000 Penalty: 33202.113281
Iteration 87Q: 11 clusters Score -7.462575e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194435 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 28219 members 
Mstep: Class 4 contains 7954 members 
Mstep: Class 5 contains 10172 members 
Mstep: Class 6 contains 46606 members 
Mstep: Class 7 contains 292177 members 
Mstep: Class 12 contains 17422 members 
Mstep: Class 15 contains 29007 members 
Mstep: Class 19 contains 24747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74626248.000000 Penalty: 33202.113281
Iteration 88Q: 11 clusters Score -7.462625e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194404 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 28180 members 
Mstep: Class 4 contains 7964 members 
Mstep: Class 5 contains 10570 members 
Mstep: Class 6 contains 46494 members 
Mstep: Class 7 contains 291961 members 
Mstep: Class 12 contains 17417 members 
Mstep: Class 15 contains 29005 members 
Mstep: Class 19 contains 24744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74626504.000000 Penalty: 33202.113281
Iteration 89Q: 11 clusters Score -7.46265e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194394 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 28150 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 10961 members 
Mstep: Class 6 contains 46377 members 
Mstep: Class 7 contains 291741 members 
Mstep: Class 12 contains 17404 members 
Mstep: Class 15 contains 29000 members 
Mstep: Class 19 contains 24737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74627064.000000 Penalty: 33202.113281
Iteration 90Q: 11 clusters Score -7.462706e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194341 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 28130 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 11320 members 
Mstep: Class 6 contains 46282 members 
Mstep: Class 7 contains 291564 members 
Mstep: Class 12 contains 17394 members 
Mstep: Class 15 contains 28998 members 
Mstep: Class 19 contains 24723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74627592.000000 Penalty: 33202.113281
Iteration 91Q: 11 clusters Score -7.462759e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194270 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 28106 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 46183 members 
Mstep: Class 7 contains 291430 members 
Mstep: Class 12 contains 17391 members 
Mstep: Class 15 contains 28992 members 
Mstep: Class 19 contains 24724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74627752.000000 Penalty: 33202.113281
Iteration 92Q: 11 clusters Score -7.462775e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194256 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 28083 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 11937 members 
Mstep: Class 6 contains 46085 members 
Mstep: Class 7 contains 291250 members 
Mstep: Class 12 contains 17394 members 
Mstep: Class 15 contains 28988 members 
Mstep: Class 19 contains 24721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628112.000000 Penalty: 33202.113281
Iteration 93Q: 11 clusters Score -7.462811e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194234 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 28041 members 
Mstep: Class 4 contains 8038 members 
Mstep: Class 5 contains 12233 members 
Mstep: Class 6 contains 45992 members 
Mstep: Class 7 contains 291095 members 
Mstep: Class 12 contains 17392 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 19 contains 24727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628368.000000 Penalty: 33202.113281
Iteration 94Q: 11 clusters Score -7.462837e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194193 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 27987 members 
Mstep: Class 4 contains 8041 members 
Mstep: Class 5 contains 12499 members 
Mstep: Class 6 contains 45910 members 
Mstep: Class 7 contains 291013 members 
Mstep: Class 12 contains 17375 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 19 contains 24734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628528.000000 Penalty: 33202.113281
Iteration 95Q: 11 clusters Score -7.462853e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194234 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 27920 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 12730 members 
Mstep: Class 6 contains 45833 members 
Mstep: Class 7 contains 290883 members 
Mstep: Class 12 contains 17353 members 
Mstep: Class 15 contains 28989 members 
Mstep: Class 19 contains 24743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628768.000000 Penalty: 33202.113281
Iteration 96Q: 11 clusters Score -7.462877e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194210 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 27861 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 12948 members 
Mstep: Class 6 contains 45760 members 
Mstep: Class 7 contains 290809 members 
Mstep: Class 12 contains 17334 members 
Mstep: Class 15 contains 28988 members 
Mstep: Class 19 contains 24763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628776.000000 Penalty: 33202.113281
Iteration 97Q: 11 clusters Score -7.462878e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194264 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 27817 members 
Mstep: Class 4 contains 8068 members 
Mstep: Class 5 contains 13151 members 
Mstep: Class 6 contains 45689 members 
Mstep: Class 7 contains 290670 members 
Mstep: Class 12 contains 17327 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 19 contains 24769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628968.000000 Penalty: 33202.113281
Iteration 98Q: 11 clusters Score -7.462897e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194300 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 27785 members 
Mstep: Class 4 contains 8069 members 
Mstep: Class 5 contains 13338 members 
Mstep: Class 6 contains 45639 members 
Mstep: Class 7 contains 290532 members 
Mstep: Class 12 contains 17315 members 
Mstep: Class 15 contains 28981 members 
Mstep: Class 19 contains 24778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629128.000000 Penalty: 33202.113281
Iteration 99Q: 11 clusters Score -7.462913e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194319 members 
Mstep: Class 2 contains 1350 members 
Mstep: Class 3 contains 27749 members 
Mstep: Class 4 contains 8069 members 
Mstep: Class 5 contains 13509 members 
Mstep: Class 6 contains 45592 members 
Mstep: Class 7 contains 290435 members 
Mstep: Class 12 contains 17290 members 
Mstep: Class 15 contains 28980 members 
Mstep: Class 19 contains 24794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629376.000000 Penalty: 33202.113281
Iteration 100F: 11 clusters Score -7.462938e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194266 members 
Mstep: Class 2 contains 1353 members 
Mstep: Class 3 contains 27721 members 
Mstep: Class 4 contains 8069 members 
Mstep: Class 5 contains 13691 members 
Mstep: Class 6 contains 45546 members 
Mstep: Class 7 contains 290392 members 
Mstep: Class 12 contains 17267 members 
Mstep: Class 15 contains 28978 members 
Mstep: Class 19 contains 24804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629416.000000 Penalty: 33202.113281
Iteration 101Q: 11 clusters Score -7.462942e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194178 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 27698 members 
Mstep: Class 4 contains 8063 members 
Mstep: Class 5 contains 13857 members 
Mstep: Class 6 contains 45508 members 
Mstep: Class 7 contains 290390 members 
Mstep: Class 12 contains 17246 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 19 contains 24813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629736.000000 Penalty: 33202.113281
Iteration 102Q: 11 clusters Score -7.462974e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194104 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 27677 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 14000 members 
Mstep: Class 6 contains 45454 members 
Mstep: Class 7 contains 290412 members 
Mstep: Class 12 contains 17229 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 19 contains 24812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629616.000000 Penalty: 33202.113281
Iteration 103Q: 11 clusters Score -7.462962e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194040 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 27668 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 14150 members 
Mstep: Class 6 contains 45408 members 
Mstep: Class 7 contains 290410 members 
Mstep: Class 12 contains 17210 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 19 contains 24796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629776.000000 Penalty: 33202.113281
Iteration 104Q: 11 clusters Score -7.462978e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193973 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 27659 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 14290 members 
Mstep: Class 6 contains 45373 members 
Mstep: Class 7 contains 290402 members 
Mstep: Class 12 contains 17197 members 
Mstep: Class 15 contains 28957 members 
Mstep: Class 19 contains 24789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630072.000000 Penalty: 33202.113281
Iteration 105Q: 11 clusters Score -7.463007e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193922 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 27633 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 14419 members 
Mstep: Class 6 contains 45331 members 
Mstep: Class 7 contains 290407 members 
Mstep: Class 12 contains 17184 members 
Mstep: Class 15 contains 28956 members 
Mstep: Class 19 contains 24788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630096.000000 Penalty: 33202.113281
Iteration 106Q: 11 clusters Score -7.46301e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193878 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 27611 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 14555 members 
Mstep: Class 6 contains 45299 members 
Mstep: Class 7 contains 290385 members 
Mstep: Class 12 contains 17175 members 
Mstep: Class 15 contains 28953 members 
Mstep: Class 19 contains 24787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630072.000000 Penalty: 33202.113281
Iteration 107Q: 11 clusters Score -7.463007e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193824 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 27593 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 14682 members 
Mstep: Class 6 contains 45270 members 
Mstep: Class 7 contains 290371 members 
Mstep: Class 12 contains 17167 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 19 contains 24778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630096.000000 Penalty: 33202.113281
Iteration 108Q: 11 clusters Score -7.46301e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193756 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 27575 members 
Mstep: Class 4 contains 8063 members 
Mstep: Class 5 contains 14792 members 
Mstep: Class 6 contains 45239 members 
Mstep: Class 7 contains 290387 members 
Mstep: Class 12 contains 17162 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 19 contains 24768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630184.000000 Penalty: 33202.113281
Iteration 109Q: 11 clusters Score -7.463018e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193716 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 27561 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 14904 members 
Mstep: Class 6 contains 45230 members 
Mstep: Class 7 contains 290357 members 
Mstep: Class 12 contains 17149 members 
Mstep: Class 15 contains 28951 members 
Mstep: Class 19 contains 24761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630384.000000 Penalty: 33202.113281
Iteration 110Q: 11 clusters Score -7.463038e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193662 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 27549 members 
Mstep: Class 4 contains 8067 members 
Mstep: Class 5 contains 14996 members 
Mstep: Class 6 contains 45217 members 
Mstep: Class 7 contains 290370 members 
Mstep: Class 12 contains 17132 members 
Mstep: Class 15 contains 28953 members 
Mstep: Class 19 contains 24748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630392.000000 Penalty: 33202.113281
Iteration 111Q: 11 clusters Score -7.463039e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193583 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 27542 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 15074 members 
Mstep: Class 6 contains 45199 members 
Mstep: Class 7 contains 290416 members 
Mstep: Class 12 contains 17119 members 
Mstep: Class 15 contains 28954 members 
Mstep: Class 19 contains 24737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630400.000000 Penalty: 33202.113281
Iteration 112Q: 11 clusters Score -7.46304e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193527 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 27543 members 
Mstep: Class 4 contains 8071 members 
Mstep: Class 5 contains 15137 members 
Mstep: Class 6 contains 45180 members 
Mstep: Class 7 contains 290443 members 
Mstep: Class 12 contains 17106 members 
Mstep: Class 15 contains 28958 members 
Mstep: Class 19 contains 24730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630608.000000 Penalty: 33202.113281
Iteration 113Q: 11 clusters Score -7.463061e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193505 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 27542 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 15214 members 
Mstep: Class 6 contains 45167 members 
Mstep: Class 7 contains 290431 members 
Mstep: Class 12 contains 17091 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 19 contains 24724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630648.000000 Penalty: 33202.113281
Iteration 114Q: 11 clusters Score -7.463065e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193482 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 27537 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 5 contains 15280 members 
Mstep: Class 6 contains 45159 members 
Mstep: Class 7 contains 290439 members 
Mstep: Class 12 contains 17074 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 19 contains 24713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630640.000000 Penalty: 33202.113281
Iteration 115Q: 11 clusters Score -7.463064e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193479 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 27530 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 15340 members 
Mstep: Class 6 contains 45154 members 
Mstep: Class 7 contains 290414 members 
Mstep: Class 12 contains 17056 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 19 contains 24710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630624.000000 Penalty: 33202.113281
Iteration 116Q: 11 clusters Score -7.463062e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193463 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 27520 members 
Mstep: Class 4 contains 8049 members 
Mstep: Class 5 contains 15395 members 
Mstep: Class 6 contains 45134 members 
Mstep: Class 7 contains 290412 members 
Mstep: Class 12 contains 17056 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630632.000000 Penalty: 33202.113281
Iteration 117Q: 11 clusters Score -7.463063e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193455 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 27515 members 
Mstep: Class 4 contains 8048 members 
Mstep: Class 5 contains 15440 members 
Mstep: Class 6 contains 45121 members 
Mstep: Class 7 contains 290395 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 19 contains 24704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630808.000000 Penalty: 33202.113281
Iteration 118Q: 11 clusters Score -7.463081e+07 nChanged 360
Entering ConstructFrom: 
Score: -74630808.000000 Penalty: 33202.113281
Entering ConstructFrom: 
Trying to split cluster 1 (193465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193465 members 
Entering Unmasked Estep 
Score: -22569222.000000 Penalty: 3018.867188
	Iteration 0F: 2 clusters Score -2.256922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 96645 members 
Entering Unmasked Estep 
Score: -22446050.000000 Penalty: 6037.734375
	Iteration 0F: 3 clusters Score -2.244605e+07 nChanged 92932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97138 members 
Mstep: Class 2 contains 96327 members 
Entering Unmasked Estep 
Score: -22500768.000000 Penalty: 6037.734375
	Iteration 1F: 3 clusters Score -2.250077e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97206 members 
Mstep: Class 2 contains 96259 members 
Entering Unmasked Estep 
Score: -22502422.000000 Penalty: 6037.734375
	Iteration 2Q: 3 clusters Score -2.250242e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 95883 members 
Entering Unmasked Estep 
Score: -22504868.000000 Penalty: 6037.734375
	Iteration 3Q: 3 clusters Score -2.250487e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -22508574.000000 Penalty: 6037.734375
	Iteration 4Q: 3 clusters Score -2.250857e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 2 contains 92229 members 
Entering Unmasked Estep 
Score: -22513252.000000 Penalty: 6037.734375
	Iteration 5F: 3 clusters Score -2.251325e+07 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105940 members 
Mstep: Class 2 contains 87525 members 
Entering Unmasked Estep 
Score: -22520044.000000 Penalty: 6037.734375
	Iteration 6F: 3 clusters Score -2.252004e+07 nChanged 13062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112652 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -22529164.000000 Penalty: 6037.734375
	Iteration 7F: 3 clusters Score -2.252916e+07 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120318 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -22539766.000000 Penalty: 6037.734375
	Iteration 8F: 3 clusters Score -2.253977e+07 nChanged 12391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127095 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -22549222.000000 Penalty: 6037.734375
	Iteration 9F: 3 clusters Score -2.254922e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132248 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -22554988.000000 Penalty: 6037.734375
	Iteration 10F: 3 clusters Score -2.255499e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136474 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -22558112.000000 Penalty: 6037.734375
	Iteration 11Q: 3 clusters Score -2.255811e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140281 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -22560378.000000 Penalty: 6037.734375
	Iteration 12Q: 3 clusters Score -2.256038e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143891 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -22562276.000000 Penalty: 6037.734375
	Iteration 13Q: 3 clusters Score -2.256228e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147327 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -22563918.000000 Penalty: 6037.734375
	Iteration 14Q: 3 clusters Score -2.256392e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -22565394.000000 Penalty: 6037.734375
	Iteration 15Q: 3 clusters Score -2.256539e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153379 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -22566314.000000 Penalty: 6037.734375
	Iteration 16Q: 3 clusters Score -2.256631e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -22567002.000000 Penalty: 6037.734375
	Iteration 17Q: 3 clusters Score -2.2567e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158883 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -22567588.000000 Penalty: 6037.734375
	Iteration 18Q: 3 clusters Score -2.256759e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161415 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -22567980.000000 Penalty: 6037.734375
	Iteration 19Q: 3 clusters Score -2.256798e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163895 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -22568552.000000 Penalty: 6037.734375
	Iteration 20F: 3 clusters Score -2.256855e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166300 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -22568976.000000 Penalty: 6037.734375
	Iteration 21Q: 3 clusters Score -2.256898e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168574 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -22569162.000000 Penalty: 6037.734375
	Iteration 22Q: 3 clusters Score -2.256916e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170647 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -22569358.000000 Penalty: 6037.734375
	Iteration 23Q: 3 clusters Score -2.256936e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172528 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -22569490.000000 Penalty: 6037.734375
	Iteration 24Q: 3 clusters Score -2.256949e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174241 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -22569572.000000 Penalty: 6037.734375
	Iteration 25Q: 3 clusters Score -2.256957e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175796 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -22569712.000000 Penalty: 6037.734375
	Iteration 26Q: 3 clusters Score -2.256971e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177177 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -22569846.000000 Penalty: 6037.734375
	Iteration 27Q: 3 clusters Score -2.256985e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178360 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -22569872.000000 Penalty: 6037.734375
	Iteration 28Q: 3 clusters Score -2.256987e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179401 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -22569946.000000 Penalty: 6037.734375
	Iteration 29Q: 3 clusters Score -2.256995e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180361 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -22569994.000000 Penalty: 6037.734375
	Iteration 30Q: 3 clusters Score -2.256999e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181220 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -22570022.000000 Penalty: 6037.734375
	Iteration 31Q: 3 clusters Score -2.257002e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181995 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -22569964.000000 Penalty: 6037.734375
	Iteration 32Q: 3 clusters Score -2.256996e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182641 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -22570048.000000 Penalty: 6037.734375
	Iteration 33Q: 3 clusters Score -2.257005e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183268 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -22570108.000000 Penalty: 6037.734375
	Iteration 34Q: 3 clusters Score -2.257011e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183805 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -22570116.000000 Penalty: 6037.734375
	Iteration 35Q: 3 clusters Score -2.257012e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184269 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -22570064.000000 Penalty: 6037.734375
	Iteration 36Q: 3 clusters Score -2.257006e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184695 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -22569980.000000 Penalty: 6037.734375
	Iteration 37Q: 3 clusters Score -2.256998e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185069 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -22570038.000000 Penalty: 6037.734375
	Iteration 38Q: 3 clusters Score -2.257004e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185382 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -22570040.000000 Penalty: 6037.734375
	Iteration 39Q: 3 clusters Score -2.257004e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185645 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -22570078.000000 Penalty: 6037.734375
	Iteration 40F: 3 clusters Score -2.257008e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185875 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -22570084.000000 Penalty: 6037.734375
	Iteration 41Q: 3 clusters Score -2.257008e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186074 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -22570028.000000 Penalty: 6037.734375
	Iteration 42Q: 3 clusters Score -2.257003e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186241 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -22569974.000000 Penalty: 6037.734375
	Iteration 43Q: 3 clusters Score -2.256997e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186380 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -22569918.000000 Penalty: 6037.734375
	Iteration 44Q: 3 clusters Score -2.256992e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186518 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -22569910.000000 Penalty: 6037.734375
	Iteration 45Q: 3 clusters Score -2.256991e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186648 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -22569908.000000 Penalty: 6037.734375
	Iteration 46Q: 3 clusters Score -2.256991e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186762 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -22569892.000000 Penalty: 6037.734375
	Iteration 47Q: 3 clusters Score -2.256989e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186875 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -22569856.000000 Penalty: 6037.734375
	Iteration 48Q: 3 clusters Score -2.256986e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186983 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -22569800.000000 Penalty: 6037.734375
	Iteration 49Q: 3 clusters Score -2.25698e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187080 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -22569768.000000 Penalty: 6037.734375
	Iteration 50Q: 3 clusters Score -2.256977e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187170 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -22569764.000000 Penalty: 6037.734375
	Iteration 51Q: 3 clusters Score -2.256976e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187243 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -22569734.000000 Penalty: 6037.734375
	Iteration 52Q: 3 clusters Score -2.256973e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187316 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -22569740.000000 Penalty: 6037.734375
	Iteration 53Q: 3 clusters Score -2.256974e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187385 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -22569692.000000 Penalty: 6037.734375
	Iteration 54Q: 3 clusters Score -2.256969e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187439 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -22569670.000000 Penalty: 6037.734375
	Iteration 55Q: 3 clusters Score -2.256967e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187490 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -22569642.000000 Penalty: 6037.734375
	Iteration 56Q: 3 clusters Score -2.256964e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187539 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -22569644.000000 Penalty: 6037.734375
	Iteration 57Q: 3 clusters Score -2.256964e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187583 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -22569636.000000 Penalty: 6037.734375
	Iteration 58Q: 3 clusters Score -2.256964e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187627 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -22569634.000000 Penalty: 6037.734375
	Iteration 59Q: 3 clusters Score -2.256963e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187665 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -22569592.000000 Penalty: 6037.734375
	Iteration 60F: 3 clusters Score -2.256959e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187696 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -22569602.000000 Penalty: 6037.734375
	Iteration 61Q: 3 clusters Score -2.25696e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -22569604.000000 Penalty: 6037.734375
	Iteration 62Q: 3 clusters Score -2.25696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187751 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -22569596.000000 Penalty: 6037.734375
	Iteration 63Q: 3 clusters Score -2.25696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187771 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -22569616.000000 Penalty: 6037.734375
	Iteration 64Q: 3 clusters Score -2.256962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187785 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -22569586.000000 Penalty: 6037.734375
	Iteration 65Q: 3 clusters Score -2.256959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187795 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -22569584.000000 Penalty: 6037.734375
	Iteration 66Q: 3 clusters Score -2.256958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187808 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -22569600.000000 Penalty: 6037.734375
	Iteration 67Q: 3 clusters Score -2.25696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187817 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -22569622.000000 Penalty: 6037.734375
	Iteration 68Q: 3 clusters Score -2.256962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187826 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -22569618.000000 Penalty: 6037.734375
	Iteration 69Q: 3 clusters Score -2.256962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187835 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -22569606.000000 Penalty: 6037.734375
	Iteration 70Q: 3 clusters Score -2.256961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187852 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -22569612.000000 Penalty: 6037.734375
	Iteration 71Q: 3 clusters Score -2.256961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187872 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -22569588.000000 Penalty: 6037.734375
	Iteration 72Q: 3 clusters Score -2.256959e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187889 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -22569618.000000 Penalty: 6037.734375
	Iteration 73Q: 3 clusters Score -2.256962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187909 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -22569604.000000 Penalty: 6037.734375
	Iteration 74Q: 3 clusters Score -2.25696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187923 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -22569600.000000 Penalty: 6037.734375
	Iteration 75Q: 3 clusters Score -2.25696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187937 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -22569618.000000 Penalty: 6037.734375
	Iteration 76Q: 3 clusters Score -2.256962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187947 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -22569628.000000 Penalty: 6037.734375
	Iteration 77Q: 3 clusters Score -2.256963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187957 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -22569614.000000 Penalty: 6037.734375
	Iteration 78Q: 3 clusters Score -2.256961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187969 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -22569586.000000 Penalty: 6037.734375
	Iteration 79Q: 3 clusters Score -2.256959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187978 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -22569570.000000 Penalty: 6037.734375
	Iteration 80F: 3 clusters Score -2.256957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187987 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -22569604.000000 Penalty: 6037.734375
	Iteration 81Q: 3 clusters Score -2.25696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187996 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -22569592.000000 Penalty: 6037.734375
	Iteration 82Q: 3 clusters Score -2.256959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187998 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -22569588.000000 Penalty: 6037.734375
	Iteration 83Q: 3 clusters Score -2.256959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188002 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -22569586.000000 Penalty: 6037.734375
	Iteration 84Q: 3 clusters Score -2.256959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188004 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -22569596.000000 Penalty: 6037.734375
	Iteration 85Q: 3 clusters Score -2.25696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188010 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -22569594.000000 Penalty: 6037.734375
	Iteration 86Q: 3 clusters Score -2.256959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188014 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -22569598.000000 Penalty: 6037.734375
	Iteration 87Q: 3 clusters Score -2.25696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188015 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -22569590.000000 Penalty: 6037.734375
	Iteration 88Q: 3 clusters Score -2.256959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188020 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -22569592.000000 Penalty: 6037.734375
	Iteration 89Q: 3 clusters Score -2.256959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188023 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -22569586.000000 Penalty: 6037.734375
	Iteration 90Q: 3 clusters Score -2.256959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188025 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -22569594.000000 Penalty: 6037.734375
	Iteration 91Q: 3 clusters Score -2.256959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188026 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -22569582.000000 Penalty: 6037.734375
	Iteration 92Q: 3 clusters Score -2.256958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188026 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -22569582.000000 Penalty: 6037.734375
	Iteration 93F: 3 clusters Score -2.256958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 188026 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 27506 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 15484 members 
Mstep: Class 6 contains 45104 members 
Mstep: Class 7 contains 290381 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 12 contains 17048 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 19 contains 24695 members 
Entering Unmasked Estep 
Score: -74630808.000000 Penalty: 36522.324219
Splitting cluster 1 changes total score from -74630808.000000 to -74630808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -140706.328125 Penalty: 1795.325317
	Iteration 0F: 2 clusters Score -140706.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -138675.000000 Penalty: 3590.650635
	Iteration 0F: 3 clusters Score -138675 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -139642.031250 Penalty: 3590.650635
	Iteration 1F: 3 clusters Score -139642 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -140191.781250 Penalty: 3590.650635
	Iteration 2F: 3 clusters Score -140191.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -140450.171875 Penalty: 3590.650635
	Iteration 3F: 3 clusters Score -140450.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -140550.390625 Penalty: 3590.650635
	Iteration 4Q: 3 clusters Score -140550.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140596.109375 Penalty: 3590.650635
	Iteration 5Q: 3 clusters Score -140596.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -140634.562500 Penalty: 3590.650635
	Iteration 6Q: 3 clusters Score -140634.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -140697.687500 Penalty: 3590.650635
	Iteration 7Q: 3 clusters Score -140697.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -140737.703125 Penalty: 3590.650635
	Iteration 8Q: 3 clusters Score -140737.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -140760.593750 Penalty: 3590.650635
	Iteration 9Q: 3 clusters Score -140760.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -140770.187500 Penalty: 3590.650635
	Iteration 10Q: 3 clusters Score -140770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -140773.390625 Penalty: 3590.650635
	Iteration 11Q: 3 clusters Score -140773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -140778.171875 Penalty: 3590.650635
	Iteration 12Q: 3 clusters Score -140778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140779.515625 Penalty: 3590.650635
	Iteration 13Q: 3 clusters Score -140779.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -140779.515625 Penalty: 3590.650635
	Iteration 14F: 3 clusters Score -140779.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193465 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 27506 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 15484 members 
Mstep: Class 6 contains 45104 members 
Mstep: Class 7 contains 290381 members 
Mstep: Class 8 contains 585 members 
Mstep: Class 12 contains 17048 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 19 contains 24695 members 
Entering Unmasked Estep 
Score: -74629320.000000 Penalty: 36522.324219
Splitting cluster 2 changes total score from -74630808.000000 to -74629320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (27506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Entering Unmasked Estep 
Score: -3227291.250000 Penalty: 2535.095459
	Iteration 0F: 2 clusters Score -3227291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3208325.000000 Penalty: 5070.190918
	Iteration 0F: 3 clusters Score -3208325 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3214829.750000 Penalty: 5070.190918
	Iteration 1F: 3 clusters Score -3214830 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3215227.000000 Penalty: 5070.190918
	Iteration 2Q: 3 clusters Score -3215227 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3215610.500000 Penalty: 5070.190918
	Iteration 3Q: 3 clusters Score -3215610 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3215976.500000 Penalty: 5070.190918
	Iteration 4Q: 3 clusters Score -3215976 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3216487.750000 Penalty: 5070.190918
	Iteration 5Q: 3 clusters Score -3216488 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3217204.250000 Penalty: 5070.190918
	Iteration 6Q: 3 clusters Score -3217204 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3218184.750000 Penalty: 5070.190918
	Iteration 7F: 3 clusters Score -3218185 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -3219655.500000 Penalty: 5070.190918
	Iteration 8F: 3 clusters Score -3219656 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -3221414.750000 Penalty: 5070.190918
	Iteration 9F: 3 clusters Score -3221415 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3223211.250000 Penalty: 5070.190918
	Iteration 10F: 3 clusters Score -3223211 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3224398.500000 Penalty: 5070.190918
	Iteration 11Q: 3 clusters Score -3224398 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3225011.250000 Penalty: 5070.190918
	Iteration 12Q: 3 clusters Score -3225011 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3225251.250000 Penalty: 5070.190918
	Iteration 13Q: 3 clusters Score -3225251 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3225378.000000 Penalty: 5070.190918
	Iteration 14Q: 3 clusters Score -3225378 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3225448.500000 Penalty: 5070.190918
	Iteration 15Q: 3 clusters Score -3225448 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3225481.500000 Penalty: 5070.190918
	Iteration 16Q: 3 clusters Score -3225482 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3225511.250000 Penalty: 5070.190918
	Iteration 17Q: 3 clusters Score -3225511 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3225538.500000 Penalty: 5070.190918
	Iteration 18Q: 3 clusters Score -3225538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3225551.750000 Penalty: 5070.190918
	Iteration 19Q: 3 clusters Score -3225552 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3225586.500000 Penalty: 5070.190918
	Iteration 20F: 3 clusters Score -3225586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3225590.500000 Penalty: 5070.190918
	Iteration 21Q: 3 clusters Score -3225590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3225601.000000 Penalty: 5070.190918
	Iteration 22Q: 3 clusters Score -3225601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3225619.250000 Penalty: 5070.190918
	Iteration 23Q: 3 clusters Score -3225619 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3225631.250000 Penalty: 5070.190918
	Iteration 24Q: 3 clusters Score -3225631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3225644.500000 Penalty: 5070.190918
	Iteration 25Q: 3 clusters Score -3225644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3225652.250000 Penalty: 5070.190918
	Iteration 26Q: 3 clusters Score -3225652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3225665.500000 Penalty: 5070.190918
	Iteration 27Q: 3 clusters Score -3225666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3225676.500000 Penalty: 5070.190918
	Iteration 28Q: 3 clusters Score -3225676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3225678.750000 Penalty: 5070.190918
	Iteration 29Q: 3 clusters Score -3225679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3225692.750000 Penalty: 5070.190918
	Iteration 30Q: 3 clusters Score -3225693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3225707.000000 Penalty: 5070.190918
	Iteration 31Q: 3 clusters Score -3225707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3225705.250000 Penalty: 5070.190918
	Iteration 32Q: 3 clusters Score -3225705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3225712.000000 Penalty: 5070.190918
	Iteration 33Q: 3 clusters Score -3225712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3225721.000000 Penalty: 5070.190918
	Iteration 34Q: 3 clusters Score -3225721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3225727.000000 Penalty: 5070.190918
	Iteration 35Q: 3 clusters Score -3225727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3225733.750000 Penalty: 5070.190918
	Iteration 36Q: 3 clusters Score -3225734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3225732.000000 Penalty: 5070.190918
	Iteration 37Q: 3 clusters Score -3225732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3225734.750000 Penalty: 5070.190918
	Iteration 38Q: 3 clusters Score -3225735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3225739.500000 Penalty: 5070.190918
	Iteration 39Q: 3 clusters Score -3225740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3225739.000000 Penalty: 5070.190918
	Iteration 40F: 3 clusters Score -3225739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3225739.000000 Penalty: 5070.190918
	Iteration 41Q: 3 clusters Score -3225739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -3225744.500000 Penalty: 5070.190918
	Iteration 42Q: 3 clusters Score -3225744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3225747.000000 Penalty: 5070.190918
	Iteration 43Q: 3 clusters Score -3225747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3225749.750000 Penalty: 5070.190918
	Iteration 44Q: 3 clusters Score -3225750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3225748.500000 Penalty: 5070.190918
	Iteration 45Q: 3 clusters Score -3225748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3225752.000000 Penalty: 5070.190918
	Iteration 46Q: 3 clusters Score -3225752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3225754.750000 Penalty: 5070.190918
	Iteration 47Q: 3 clusters Score -3225755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3225756.500000 Penalty: 5070.190918
	Iteration 48Q: 3 clusters Score -3225756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3225756.500000 Penalty: 5070.190918
	Iteration 49F: 3 clusters Score -3225756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Entering Unmasked Estep 
Score: -936329.937500 Penalty: 2230.369873
	Iteration 0F: 2 clusters Score -936329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -929942.000000 Penalty: 4460.739746
	Iteration 0F: 3 clusters Score -929942 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -931595.687500 Penalty: 4460.739746
	Iteration 1F: 3 clusters Score -931595.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -931850.812500 Penalty: 4460.739746
	Iteration 2F: 3 clusters Score -931850.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -932045.625000 Penalty: 4460.739746
	Iteration 3Q: 3 clusters Score -932045.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -932206.312500 Penalty: 4460.739746
	Iteration 4Q: 3 clusters Score -932206.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -932349.875000 Penalty: 4460.739746
	Iteration 5Q: 3 clusters Score -932349.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -932517.187500 Penalty: 4460.739746
	Iteration 6Q: 3 clusters Score -932517.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -932691.500000 Penalty: 4460.739746
	Iteration 7Q: 3 clusters Score -932691.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -932916.250000 Penalty: 4460.739746
	Iteration 8Q: 3 clusters Score -932916.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -933194.375000 Penalty: 4460.739746
	Iteration 9Q: 3 clusters Score -933194.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -933531.187500 Penalty: 4460.739746
	Iteration 10Q: 3 clusters Score -933531.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -933842.562500 Penalty: 4460.739746
	Iteration 11Q: 3 clusters Score -933842.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -934140.062500 Penalty: 4460.739746
	Iteration 12Q: 3 clusters Score -934140.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -934384.312500 Penalty: 4460.739746
	Iteration 13Q: 3 clusters Score -934384.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -934538.062500 Penalty: 4460.739746
	Iteration 14Q: 3 clusters Score -934538.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -934658.875000 Penalty: 4460.739746
	Iteration 15Q: 3 clusters Score -934658.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -934743.750000 Penalty: 4460.739746
	Iteration 16Q: 3 clusters Score -934743.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -934796.500000 Penalty: 4460.739746
	Iteration 17Q: 3 clusters Score -934796.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -934860.875000 Penalty: 4460.739746
	Iteration 18Q: 3 clusters Score -934860.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -934920.562500 Penalty: 4460.739746
	Iteration 19Q: 3 clusters Score -934920.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -934980.812500 Penalty: 4460.739746
	Iteration 20F: 3 clusters Score -934980.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -935037.937500 Penalty: 4460.739746
	Iteration 21Q: 3 clusters Score -935037.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -935095.125000 Penalty: 4460.739746
	Iteration 22Q: 3 clusters Score -935095.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -935147.875000 Penalty: 4460.739746
	Iteration 23Q: 3 clusters Score -935147.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -935202.187500 Penalty: 4460.739746
	Iteration 24Q: 3 clusters Score -935202.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -935250.687500 Penalty: 4460.739746
	Iteration 25Q: 3 clusters Score -935250.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -935296.187500 Penalty: 4460.739746
	Iteration 26Q: 3 clusters Score -935296.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -935328.250000 Penalty: 4460.739746
	Iteration 27Q: 3 clusters Score -935328.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -935353.562500 Penalty: 4460.739746
	Iteration 28Q: 3 clusters Score -935353.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -935371.125000 Penalty: 4460.739746
	Iteration 29Q: 3 clusters Score -935371.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -935387.500000 Penalty: 4460.739746
	Iteration 30Q: 3 clusters Score -935387.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -935404.937500 Penalty: 4460.739746
	Iteration 31Q: 3 clusters Score -935404.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -935421.375000 Penalty: 4460.739746
	Iteration 32Q: 3 clusters Score -935421.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -935435.000000 Penalty: 4460.739746
	Iteration 33Q: 3 clusters Score -935435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -935441.500000 Penalty: 4460.739746
	Iteration 34Q: 3 clusters Score -935441.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -935450.062500 Penalty: 4460.739746
	Iteration 35Q: 3 clusters Score -935450.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -935453.750000 Penalty: 4460.739746
	Iteration 36Q: 3 clusters Score -935453.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -935457.562500 Penalty: 4460.739746
	Iteration 37Q: 3 clusters Score -935457.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -935457.312500 Penalty: 4460.739746
	Iteration 38Q: 3 clusters Score -935457.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -935457.625000 Penalty: 4460.739746
	Iteration 39Q: 3 clusters Score -935457.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -935459.687500 Penalty: 4460.739746
	Iteration 40F: 3 clusters Score -935459.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -935461.187500 Penalty: 4460.739746
	Iteration 41Q: 3 clusters Score -935461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -935460.812500 Penalty: 4460.739746
	Iteration 42Q: 3 clusters Score -935460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -935462.312500 Penalty: 4460.739746
	Iteration 43Q: 3 clusters Score -935462.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -935462.312500 Penalty: 4460.739746
	Iteration 44F: 3 clusters Score -935462.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Entering Unmasked Estep 
Score: -1828536.250000 Penalty: 2392.595703
	Iteration 0F: 2 clusters Score -1828536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1817345.000000 Penalty: 4785.191406
	Iteration 0F: 3 clusters Score -1817345 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1820858.500000 Penalty: 4785.191406
	Iteration 1F: 3 clusters Score -1820858 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1821239.125000 Penalty: 4785.191406
	Iteration 2F: 3 clusters Score -1821239 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1821561.250000 Penalty: 4785.191406
	Iteration 3Q: 3 clusters Score -1821561 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1821888.875000 Penalty: 4785.191406
	Iteration 4Q: 3 clusters Score -1821889 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1822244.000000 Penalty: 4785.191406
	Iteration 5Q: 3 clusters Score -1822244 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1822725.000000 Penalty: 4785.191406
	Iteration 6Q: 3 clusters Score -1822725 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1823317.750000 Penalty: 4785.191406
	Iteration 7Q: 3 clusters Score -1823318 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1823943.625000 Penalty: 4785.191406
	Iteration 8Q: 3 clusters Score -1823944 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1824493.750000 Penalty: 4785.191406
	Iteration 9Q: 3 clusters Score -1824494 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1824897.250000 Penalty: 4785.191406
	Iteration 10Q: 3 clusters Score -1824897 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1825204.000000 Penalty: 4785.191406
	Iteration 11Q: 3 clusters Score -1825204 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1825434.500000 Penalty: 4785.191406
	Iteration 12Q: 3 clusters Score -1825434 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1825612.000000 Penalty: 4785.191406
	Iteration 13Q: 3 clusters Score -1825612 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1825737.875000 Penalty: 4785.191406
	Iteration 14Q: 3 clusters Score -1825738 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1825846.250000 Penalty: 4785.191406
	Iteration 15Q: 3 clusters Score -1825846 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1825967.750000 Penalty: 4785.191406
	Iteration 16Q: 3 clusters Score -1825968 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1826050.750000 Penalty: 4785.191406
	Iteration 17Q: 3 clusters Score -1826051 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1826126.875000 Penalty: 4785.191406
	Iteration 18Q: 3 clusters Score -1826127 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1826183.250000 Penalty: 4785.191406
	Iteration 19Q: 3 clusters Score -1826183 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1826228.875000 Penalty: 4785.191406
	Iteration 20F: 3 clusters Score -1826229 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1826262.000000 Penalty: 4785.191406
	Iteration 21Q: 3 clusters Score -1826262 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1826288.875000 Penalty: 4785.191406
	Iteration 22Q: 3 clusters Score -1826289 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1826316.375000 Penalty: 4785.191406
	Iteration 23Q: 3 clusters Score -1826316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1826332.125000 Penalty: 4785.191406
	Iteration 24Q: 3 clusters Score -1826332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1826348.875000 Penalty: 4785.191406
	Iteration 25Q: 3 clusters Score -1826349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1826361.000000 Penalty: 4785.191406
	Iteration 26Q: 3 clusters Score -1826361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1826373.750000 Penalty: 4785.191406
	Iteration 27Q: 3 clusters Score -1826374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1826381.750000 Penalty: 4785.191406
	Iteration 28Q: 3 clusters Score -1826382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1826394.500000 Penalty: 4785.191406
	Iteration 29Q: 3 clusters Score -1826394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1826404.375000 Penalty: 4785.191406
	Iteration 30Q: 3 clusters Score -1826404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1826426.000000 Penalty: 4785.191406
	Iteration 31Q: 3 clusters Score -1826426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1826436.500000 Penalty: 4785.191406
	Iteration 32Q: 3 clusters Score -1826436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1826450.500000 Penalty: 4785.191406
	Iteration 33Q: 3 clusters Score -1826450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1826456.750000 Penalty: 4785.191406
	Iteration 34Q: 3 clusters Score -1826457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1826463.250000 Penalty: 4785.191406
	Iteration 35Q: 3 clusters Score -1826463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1826467.625000 Penalty: 4785.191406
	Iteration 36Q: 3 clusters Score -1826468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1826469.250000 Penalty: 4785.191406
	Iteration 37Q: 3 clusters Score -1826469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1826472.000000 Penalty: 4785.191406
	Iteration 38Q: 3 clusters Score -1826472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1826475.000000 Penalty: 4785.191406
	Iteration 39Q: 3 clusters Score -1826475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1826476.000000 Penalty: 4785.191406
	Iteration 40F: 3 clusters Score -1826476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1826480.500000 Penalty: 4785.191406
	Iteration 41Q: 3 clusters Score -1826480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1826480.500000 Penalty: 4785.191406
	Iteration 42Q: 3 clusters Score -1826480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1826482.625000 Penalty: 4785.191406
	Iteration 43Q: 3 clusters Score -1826483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1826483.500000 Penalty: 4785.191406
	Iteration 44Q: 3 clusters Score -1826484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1826484.500000 Penalty: 4785.191406
	Iteration 45Q: 3 clusters Score -1826484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1826486.750000 Penalty: 4785.191406
	Iteration 46Q: 3 clusters Score -1826487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1826489.500000 Penalty: 4785.191406
	Iteration 47Q: 3 clusters Score -1826490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1826488.875000 Penalty: 4785.191406
	Iteration 48Q: 3 clusters Score -1826489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1826487.750000 Penalty: 4785.191406
	Iteration 49Q: 3 clusters Score -1826488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1826488.625000 Penalty: 4785.191406
	Iteration 50Q: 3 clusters Score -1826489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1826491.625000 Penalty: 4785.191406
	Iteration 51Q: 3 clusters Score -1826492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1826490.500000 Penalty: 4785.191406
	Iteration 52Q: 3 clusters Score -1826490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1826493.000000 Penalty: 4785.191406
	Iteration 53Q: 3 clusters Score -1826493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1826491.625000 Penalty: 4785.191406
	Iteration 54Q: 3 clusters Score -1826492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1826492.625000 Penalty: 4785.191406
	Iteration 55Q: 3 clusters Score -1826493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1826491.875000 Penalty: 4785.191406
	Iteration 56Q: 3 clusters Score -1826492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1826491.875000 Penalty: 4785.191406
	Iteration 57F: 3 clusters Score -1826492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Entering Unmasked Estep 
Score: -5096519.500000 Penalty: 2657.748047
	Iteration 0F: 2 clusters Score -5096520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -5066144.500000 Penalty: 5315.496094
	Iteration 0F: 3 clusters Score -5066144 nChanged 20812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -5077809.500000 Penalty: 5315.496094
	Iteration 1F: 3 clusters Score -5077810 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -5078794.000000 Penalty: 5315.496094
	Iteration 2Q: 3 clusters Score -5078794 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -5080042.000000 Penalty: 5315.496094
	Iteration 3Q: 3 clusters Score -5080042 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -5081422.500000 Penalty: 5315.496094
	Iteration 4F: 3 clusters Score -5081422 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -5082776.000000 Penalty: 5315.496094
	Iteration 5F: 3 clusters Score -5082776 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -5083951.500000 Penalty: 5315.496094
	Iteration 6F: 3 clusters Score -5083952 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -5084994.000000 Penalty: 5315.496094
	Iteration 7F: 3 clusters Score -5084994 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -5086018.500000 Penalty: 5315.496094
	Iteration 8F: 3 clusters Score -5086018 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -5087003.500000 Penalty: 5315.496094
	Iteration 9Q: 3 clusters Score -5087004 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -5087911.500000 Penalty: 5315.496094
	Iteration 10Q: 3 clusters Score -5087912 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -5088865.500000 Penalty: 5315.496094
	Iteration 11Q: 3 clusters Score -5088866 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -5089763.500000 Penalty: 5315.496094
	Iteration 12Q: 3 clusters Score -5089764 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -5090730.000000 Penalty: 5315.496094
	Iteration 13Q: 3 clusters Score -5090730 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -5091733.500000 Penalty: 5315.496094
	Iteration 14Q: 3 clusters Score -5091734 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -5092799.000000 Penalty: 5315.496094
	Iteration 15Q: 3 clusters Score -5092799 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -5093994.000000 Penalty: 5315.496094
	Iteration 16Q: 3 clusters Score -5093994 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -5095165.500000 Penalty: 5315.496094
	Iteration 17Q: 3 clusters Score -5095166 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -5095886.000000 Penalty: 5315.496094
	Iteration 18Q: 3 clusters Score -5095886 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5096139.500000 Penalty: 5315.496094
	Iteration 19Q: 3 clusters Score -5096140 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -5096293.500000 Penalty: 5315.496094
	Iteration 20F: 3 clusters Score -5096294 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -5096386.500000 Penalty: 5315.496094
	Iteration 21Q: 3 clusters Score -5096386 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -5096446.500000 Penalty: 5315.496094
	Iteration 22Q: 3 clusters Score -5096446 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5096481.000000 Penalty: 5315.496094
	Iteration 23Q: 3 clusters Score -5096481 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -5096509.500000 Penalty: 5315.496094
	Iteration 24Q: 3 clusters Score -5096510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -5096538.500000 Penalty: 5315.496094
	Iteration 25Q: 3 clusters Score -5096538 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -5096558.000000 Penalty: 5315.496094
	Iteration 26Q: 3 clusters Score -5096558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -5096583.000000 Penalty: 5315.496094
	Iteration 27Q: 3 clusters Score -5096583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -5096583.500000 Penalty: 5315.496094
	Iteration 28Q: 3 clusters Score -5096584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -5096594.000000 Penalty: 5315.496094
	Iteration 29Q: 3 clusters Score -5096594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -5096597.000000 Penalty: 5315.496094
	Iteration 30Q: 3 clusters Score -5096597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -5096600.000000 Penalty: 5315.496094
	Iteration 31Q: 3 clusters Score -5096600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -5096608.000000 Penalty: 5315.496094
	Iteration 32Q: 3 clusters Score -5096608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -5096609.500000 Penalty: 5315.496094
	Iteration 33Q: 3 clusters Score -5096610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -5096614.500000 Penalty: 5315.496094
	Iteration 34Q: 3 clusters Score -5096614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -5096621.000000 Penalty: 5315.496094
	Iteration 35Q: 3 clusters Score -5096621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -5096625.500000 Penalty: 5315.496094
	Iteration 36Q: 3 clusters Score -5096626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -5096629.000000 Penalty: 5315.496094
	Iteration 37Q: 3 clusters Score -5096629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -5096621.500000 Penalty: 5315.496094
	Iteration 38Q: 3 clusters Score -5096622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -5096623.500000 Penalty: 5315.496094
	Iteration 39Q: 3 clusters Score -5096624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -5096625.500000 Penalty: 5315.496094
	Iteration 40F: 3 clusters Score -5096626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -5096626.000000 Penalty: 5315.496094
	Iteration 41Q: 3 clusters Score -5096626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -5096628.500000 Penalty: 5315.496094
	Iteration 42Q: 3 clusters Score -5096628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -5096623.000000 Penalty: 5315.496094
	Iteration 43Q: 3 clusters Score -5096623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -5096627.000000 Penalty: 5315.496094
	Iteration 44Q: 3 clusters Score -5096627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -5096627.000000 Penalty: 5315.496094
	Iteration 45F: 3 clusters Score -5096627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193465 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 27506 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 15484 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 290381 members 
Mstep: Class 8 contains 43073 members 
Mstep: Class 12 contains 17048 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 19 contains 24695 members 
Entering Unmasked Estep 
Score: -74630336.000000 Penalty: 36522.324219
Splitting cluster 6 changes total score from -74630808.000000 to -74630336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (290381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290381 members 
Entering Unmasked Estep 
Score: -33591348.000000 Penalty: 3119.579346
	Iteration 0F: 2 clusters Score -3.359135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145035 members 
Mstep: Class 2 contains 145346 members 
Entering Unmasked Estep 
Score: -33419714.000000 Penalty: 6239.158691
	Iteration 0F: 3 clusters Score -3.341971e+07 nChanged 140681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142858 members 
Mstep: Class 2 contains 147523 members 
Entering Unmasked Estep 
Score: -33503272.000000 Penalty: 6239.158691
	Iteration 1F: 3 clusters Score -3.350327e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140494 members 
Mstep: Class 2 contains 149887 members 
Entering Unmasked Estep 
Score: -33505012.000000 Penalty: 6239.158691
	Iteration 2Q: 3 clusters Score -3.350501e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136681 members 
Mstep: Class 2 contains 153700 members 
Entering Unmasked Estep 
Score: -33507194.000000 Penalty: 6239.158691
	Iteration 3Q: 3 clusters Score -3.350719e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130844 members 
Mstep: Class 2 contains 159537 members 
Entering Unmasked Estep 
Score: -33509994.000000 Penalty: 6239.158691
	Iteration 4Q: 3 clusters Score -3.350999e+07 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122057 members 
Mstep: Class 2 contains 168324 members 
Entering Unmasked Estep 
Score: -33514840.000000 Penalty: 6239.158691
	Iteration 5Q: 3 clusters Score -3.351484e+07 nChanged 15922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109201 members 
Mstep: Class 2 contains 181180 members 
Entering Unmasked Estep 
Score: -33522998.000000 Penalty: 6239.158691
	Iteration 6F: 3 clusters Score -3.3523e+07 nChanged 19457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91964 members 
Mstep: Class 2 contains 198417 members 
Entering Unmasked Estep 
Score: -33535440.000000 Penalty: 6239.158691
	Iteration 7F: 3 clusters Score -3.353544e+07 nChanged 21238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72506 members 
Mstep: Class 2 contains 217875 members 
Entering Unmasked Estep 
Score: -33550534.000000 Penalty: 6239.158691
	Iteration 8F: 3 clusters Score -3.355053e+07 nChanged 19146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 235379 members 
Entering Unmasked Estep 
Score: -33564032.000000 Penalty: 6239.158691
	Iteration 9F: 3 clusters Score -3.356403e+07 nChanged 14415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 247918 members 
Entering Unmasked Estep 
Score: -33572692.000000 Penalty: 6239.158691
	Iteration 10Q: 3 clusters Score -3.357269e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 256077 members 
Entering Unmasked Estep 
Score: -33577528.000000 Penalty: 6239.158691
	Iteration 11Q: 3 clusters Score -3.357753e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 261547 members 
Entering Unmasked Estep 
Score: -33580728.000000 Penalty: 6239.158691
	Iteration 12Q: 3 clusters Score -3.358073e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 265618 members 
Entering Unmasked Estep 
Score: -33582536.000000 Penalty: 6239.158691
	Iteration 13Q: 3 clusters Score -3.358254e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 268940 members 
Entering Unmasked Estep 
Score: -33583928.000000 Penalty: 6239.158691
	Iteration 14Q: 3 clusters Score -3.358393e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 271786 members 
Entering Unmasked Estep 
Score: -33584836.000000 Penalty: 6239.158691
	Iteration 15Q: 3 clusters Score -3.358484e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 274085 members 
Entering Unmasked Estep 
Score: -33585516.000000 Penalty: 6239.158691
	Iteration 16Q: 3 clusters Score -3.358552e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 276160 members 
Entering Unmasked Estep 
Score: -33586100.000000 Penalty: 6239.158691
	Iteration 17Q: 3 clusters Score -3.35861e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 277958 members 
Entering Unmasked Estep 
Score: -33587008.000000 Penalty: 6239.158691
	Iteration 18Q: 3 clusters Score -3.358701e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 279579 members 
Entering Unmasked Estep 
Score: -33587912.000000 Penalty: 6239.158691
	Iteration 19Q: 3 clusters Score -3.358791e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 281146 members 
Entering Unmasked Estep 
Score: -33588492.000000 Penalty: 6239.158691
	Iteration 20F: 3 clusters Score -3.358849e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 282601 members 
Entering Unmasked Estep 
Score: -33589004.000000 Penalty: 6239.158691
	Iteration 21Q: 3 clusters Score -3.3589e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 283920 members 
Entering Unmasked Estep 
Score: -33589476.000000 Penalty: 6239.158691
	Iteration 22Q: 3 clusters Score -3.358948e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 285025 members 
Entering Unmasked Estep 
Score: -33589420.000000 Penalty: 6239.158691
	Iteration 23Q: 3 clusters Score -3.358942e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 286003 members 
Entering Unmasked Estep 
Score: -33589636.000000 Penalty: 6239.158691
	Iteration 24Q: 3 clusters Score -3.358964e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 286769 members 
Entering Unmasked Estep 
Score: -33589508.000000 Penalty: 6239.158691
	Iteration 25Q: 3 clusters Score -3.358951e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 287363 members 
Entering Unmasked Estep 
Score: -33589452.000000 Penalty: 6239.158691
	Iteration 26Q: 3 clusters Score -3.358945e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 287821 members 
Entering Unmasked Estep 
Score: -33589568.000000 Penalty: 6239.158691
	Iteration 27Q: 3 clusters Score -3.358957e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 288154 members 
Entering Unmasked Estep 
Score: -33589656.000000 Penalty: 6239.158691
	Iteration 28Q: 3 clusters Score -3.358966e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 288410 members 
Entering Unmasked Estep 
Score: -33589624.000000 Penalty: 6239.158691
	Iteration 29Q: 3 clusters Score -3.358962e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 288618 members 
Entering Unmasked Estep 
Score: -33589544.000000 Penalty: 6239.158691
	Iteration 30Q: 3 clusters Score -3.358954e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 288754 members 
Entering Unmasked Estep 
Score: -33589532.000000 Penalty: 6239.158691
	Iteration 31Q: 3 clusters Score -3.358953e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 288875 members 
Entering Unmasked Estep 
Score: -33589476.000000 Penalty: 6239.158691
	Iteration 32Q: 3 clusters Score -3.358948e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 288968 members 
Entering Unmasked Estep 
Score: -33589480.000000 Penalty: 6239.158691
	Iteration 33Q: 3 clusters Score -3.358948e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 289044 members 
Entering Unmasked Estep 
Score: -33589476.000000 Penalty: 6239.158691
	Iteration 34Q: 3 clusters Score -3.358948e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 289096 members 
Entering Unmasked Estep 
Score: -33589488.000000 Penalty: 6239.158691
	Iteration 35Q: 3 clusters Score -3.358949e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 289128 members 
Entering Unmasked Estep 
Score: -33589440.000000 Penalty: 6239.158691
	Iteration 36Q: 3 clusters Score -3.358944e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 289174 members 
Entering Unmasked Estep 
Score: -33589460.000000 Penalty: 6239.158691
	Iteration 37Q: 3 clusters Score -3.358946e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 289202 members 
Entering Unmasked Estep 
Score: -33589472.000000 Penalty: 6239.158691
	Iteration 38Q: 3 clusters Score -3.358947e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 289224 members 
Entering Unmasked Estep 
Score: -33589476.000000 Penalty: 6239.158691
	Iteration 39Q: 3 clusters Score -3.358948e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 289239 members 
Entering Unmasked Estep 
Score: -33589540.000000 Penalty: 6239.158691
	Iteration 40F: 3 clusters Score -3.358954e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 289249 members 
Entering Unmasked Estep 
Score: -33589540.000000 Penalty: 6239.158691
	Iteration 41Q: 3 clusters Score -3.358954e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 289264 members 
Entering Unmasked Estep 
Score: -33589524.000000 Penalty: 6239.158691
	Iteration 42Q: 3 clusters Score -3.358952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 289274 members 
Entering Unmasked Estep 
Score: -33589520.000000 Penalty: 6239.158691
	Iteration 43Q: 3 clusters Score -3.358952e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 289290 members 
Entering Unmasked Estep 
Score: -33589532.000000 Penalty: 6239.158691
	Iteration 44Q: 3 clusters Score -3.358953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 289297 members 
Entering Unmasked Estep 
Score: -33589576.000000 Penalty: 6239.158691
	Iteration 45Q: 3 clusters Score -3.358958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 289302 members 
Entering Unmasked Estep 
Score: -33589560.000000 Penalty: 6239.158691
	Iteration 46Q: 3 clusters Score -3.358956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 289316 members 
Entering Unmasked Estep 
Score: -33589564.000000 Penalty: 6239.158691
	Iteration 47Q: 3 clusters Score -3.358956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 289323 members 
Entering Unmasked Estep 
Score: -33589576.000000 Penalty: 6239.158691
	Iteration 48Q: 3 clusters Score -3.358958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 289333 members 
Entering Unmasked Estep 
Score: -33589596.000000 Penalty: 6239.158691
	Iteration 49Q: 3 clusters Score -3.35896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 289343 members 
Entering Unmasked Estep 
Score: -33589600.000000 Penalty: 6239.158691
	Iteration 50Q: 3 clusters Score -3.35896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 289350 members 
Entering Unmasked Estep 
Score: -33589604.000000 Penalty: 6239.158691
	Iteration 51Q: 3 clusters Score -3.35896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 289349 members 
Entering Unmasked Estep 
Score: -33589624.000000 Penalty: 6239.158691
	Iteration 52Q: 3 clusters Score -3.358962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 289354 members 
Entering Unmasked Estep 
Score: -33589620.000000 Penalty: 6239.158691
	Iteration 53Q: 3 clusters Score -3.358962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 289356 members 
Entering Unmasked Estep 
Score: -33589596.000000 Penalty: 6239.158691
	Iteration 54Q: 3 clusters Score -3.35896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 289359 members 
Entering Unmasked Estep 
Score: -33589608.000000 Penalty: 6239.158691
	Iteration 55Q: 3 clusters Score -3.358961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 289362 members 
Entering Unmasked Estep 
Score: -33589608.000000 Penalty: 6239.158691
	Iteration 56Q: 3 clusters Score -3.358961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 289364 members 
Entering Unmasked Estep 
Score: -33589588.000000 Penalty: 6239.158691
	Iteration 57Q: 3 clusters Score -3.358959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 289367 members 
Entering Unmasked Estep 
Score: -33589592.000000 Penalty: 6239.158691
	Iteration 58Q: 3 clusters Score -3.358959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 289367 members 
Entering Unmasked Estep 
Score: -33589596.000000 Penalty: 6239.158691
	Iteration 59Q: 3 clusters Score -3.35896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 289369 members 
Entering Unmasked Estep 
Score: -33589584.000000 Penalty: 6239.158691
	Iteration 60F: 3 clusters Score -3.358958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 289372 members 
Entering Unmasked Estep 
Score: -33589580.000000 Penalty: 6239.158691
	Iteration 61Q: 3 clusters Score -3.358958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 289376 members 
Entering Unmasked Estep 
Score: -33589600.000000 Penalty: 6239.158691
	Iteration 62Q: 3 clusters Score -3.35896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 289377 members 
Entering Unmasked Estep 
Score: -33589604.000000 Penalty: 6239.158691
	Iteration 63Q: 3 clusters Score -3.35896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 289380 members 
Entering Unmasked Estep 
Score: -33589604.000000 Penalty: 6239.158691
	Iteration 64Q: 3 clusters Score -3.35896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 289379 members 
Entering Unmasked Estep 
Score: -33589612.000000 Penalty: 6239.158691
	Iteration 65Q: 3 clusters Score -3.358961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 289379 members 
Entering Unmasked Estep 
Score: -33589616.000000 Penalty: 6239.158691
	Iteration 66Q: 3 clusters Score -3.358962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 289379 members 
Entering Unmasked Estep 
Score: -33589616.000000 Penalty: 6239.158691
	Iteration 67F: 3 clusters Score -3.358962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Entering Unmasked Estep 
Score: -2012210.250000 Penalty: 2416.459473
	Iteration 0F: 2 clusters Score -2012210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2000022.875000 Penalty: 4832.918945
	Iteration 0F: 3 clusters Score -2000023 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2003888.000000 Penalty: 4832.918945
	Iteration 1F: 3 clusters Score -2003888 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2004217.375000 Penalty: 4832.918945
	Iteration 2F: 3 clusters Score -2004217 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2004450.125000 Penalty: 4832.918945
	Iteration 3Q: 3 clusters Score -2004450 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2004630.250000 Penalty: 4832.918945
	Iteration 4Q: 3 clusters Score -2004630 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2004801.000000 Penalty: 4832.918945
	Iteration 5Q: 3 clusters Score -2004801 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2004961.125000 Penalty: 4832.918945
	Iteration 6Q: 3 clusters Score -2004961 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2005124.000000 Penalty: 4832.918945
	Iteration 7Q: 3 clusters Score -2005124 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2005292.625000 Penalty: 4832.918945
	Iteration 8Q: 3 clusters Score -2005293 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2005515.000000 Penalty: 4832.918945
	Iteration 9Q: 3 clusters Score -2005515 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2005830.125000 Penalty: 4832.918945
	Iteration 10Q: 3 clusters Score -2005830 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2006255.625000 Penalty: 4832.918945
	Iteration 11Q: 3 clusters Score -2006256 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2006778.750000 Penalty: 4832.918945
	Iteration 12Q: 3 clusters Score -2006779 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2007305.375000 Penalty: 4832.918945
	Iteration 13Q: 3 clusters Score -2007305 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2007882.250000 Penalty: 4832.918945
	Iteration 14Q: 3 clusters Score -2007882 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2008425.375000 Penalty: 4832.918945
	Iteration 15Q: 3 clusters Score -2008425 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2008893.375000 Penalty: 4832.918945
	Iteration 16Q: 3 clusters Score -2008893 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2009239.500000 Penalty: 4832.918945
	Iteration 17Q: 3 clusters Score -2009240 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2009507.000000 Penalty: 4832.918945
	Iteration 18Q: 3 clusters Score -2009507 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2009683.875000 Penalty: 4832.918945
	Iteration 19Q: 3 clusters Score -2009684 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2009801.125000 Penalty: 4832.918945
	Iteration 20F: 3 clusters Score -2009801 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2009883.625000 Penalty: 4832.918945
	Iteration 21Q: 3 clusters Score -2009884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2009952.375000 Penalty: 4832.918945
	Iteration 22Q: 3 clusters Score -2009952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2010000.250000 Penalty: 4832.918945
	Iteration 23Q: 3 clusters Score -2010000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2010033.375000 Penalty: 4832.918945
	Iteration 24Q: 3 clusters Score -2010033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2010050.500000 Penalty: 4832.918945
	Iteration 25Q: 3 clusters Score -2010050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2010062.875000 Penalty: 4832.918945
	Iteration 26Q: 3 clusters Score -2010063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2010067.125000 Penalty: 4832.918945
	Iteration 27Q: 3 clusters Score -2010067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2010078.875000 Penalty: 4832.918945
	Iteration 28Q: 3 clusters Score -2010079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2010083.500000 Penalty: 4832.918945
	Iteration 29Q: 3 clusters Score -2010084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2010090.125000 Penalty: 4832.918945
	Iteration 30Q: 3 clusters Score -2010090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2010091.000000 Penalty: 4832.918945
	Iteration 31Q: 3 clusters Score -2010091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2010091.875000 Penalty: 4832.918945
	Iteration 32Q: 3 clusters Score -2010092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2010092.750000 Penalty: 4832.918945
	Iteration 33Q: 3 clusters Score -2010093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2010093.375000 Penalty: 4832.918945
	Iteration 34Q: 3 clusters Score -2010093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2010093.375000 Penalty: 4832.918945
	Iteration 35F: 3 clusters Score -2010093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Entering Unmasked Estep 
Score: -3353814.250000 Penalty: 2547.878906
	Iteration 0F: 2 clusters Score -3353814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3334003.000000 Penalty: 5095.757812
	Iteration 0F: 3 clusters Score -3334003 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3341078.000000 Penalty: 5095.757812
	Iteration 1F: 3 clusters Score -3341078 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3341784.250000 Penalty: 5095.757812
	Iteration 2F: 3 clusters Score -3341784 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3342779.000000 Penalty: 5095.757812
	Iteration 3F: 3 clusters Score -3342779 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3344316.000000 Penalty: 5095.757812
	Iteration 4F: 3 clusters Score -3344316 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3346205.500000 Penalty: 5095.757812
	Iteration 5F: 3 clusters Score -3346206 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3348143.750000 Penalty: 5095.757812
	Iteration 6F: 3 clusters Score -3348144 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -3349703.000000 Penalty: 5095.757812
	Iteration 7F: 3 clusters Score -3349703 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3350841.500000 Penalty: 5095.757812
	Iteration 8F: 3 clusters Score -3350842 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3351558.000000 Penalty: 5095.757812
	Iteration 9Q: 3 clusters Score -3351558 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3352008.250000 Penalty: 5095.757812
	Iteration 10Q: 3 clusters Score -3352008 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3352276.750000 Penalty: 5095.757812
	Iteration 11Q: 3 clusters Score -3352277 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3352450.750000 Penalty: 5095.757812
	Iteration 12Q: 3 clusters Score -3352451 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3352568.500000 Penalty: 5095.757812
	Iteration 13Q: 3 clusters Score -3352568 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -3352651.750000 Penalty: 5095.757812
	Iteration 14Q: 3 clusters Score -3352652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3352682.750000 Penalty: 5095.757812
	Iteration 15Q: 3 clusters Score -3352683 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3352714.750000 Penalty: 5095.757812
	Iteration 16Q: 3 clusters Score -3352715 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3352745.750000 Penalty: 5095.757812
	Iteration 17Q: 3 clusters Score -3352746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3352761.500000 Penalty: 5095.757812
	Iteration 18Q: 3 clusters Score -3352762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3352786.250000 Penalty: 5095.757812
	Iteration 19Q: 3 clusters Score -3352786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3352788.500000 Penalty: 5095.757812
	Iteration 20F: 3 clusters Score -3352788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3352797.000000 Penalty: 5095.757812
	Iteration 21Q: 3 clusters Score -3352797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3352807.750000 Penalty: 5095.757812
	Iteration 22Q: 3 clusters Score -3352808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3352816.250000 Penalty: 5095.757812
	Iteration 23Q: 3 clusters Score -3352816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3352822.250000 Penalty: 5095.757812
	Iteration 24Q: 3 clusters Score -3352822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3352834.500000 Penalty: 5095.757812
	Iteration 25Q: 3 clusters Score -3352834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3352830.750000 Penalty: 5095.757812
	Iteration 26Q: 3 clusters Score -3352831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3352826.000000 Penalty: 5095.757812
	Iteration 27Q: 3 clusters Score -3352826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3352836.250000 Penalty: 5095.757812
	Iteration 28Q: 3 clusters Score -3352836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3352826.500000 Penalty: 5095.757812
	Iteration 29Q: 3 clusters Score -3352826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3352839.500000 Penalty: 5095.757812
	Iteration 30Q: 3 clusters Score -3352840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -3352838.000000 Penalty: 5095.757812
	Iteration 31Q: 3 clusters Score -3352838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3352841.250000 Penalty: 5095.757812
	Iteration 32Q: 3 clusters Score -3352841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3352852.250000 Penalty: 5095.757812
	Iteration 33Q: 3 clusters Score -3352852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3352857.750000 Penalty: 5095.757812
	Iteration 34Q: 3 clusters Score -3352858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -3352859.000000 Penalty: 5095.757812
	Iteration 35Q: 3 clusters Score -3352859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3352864.500000 Penalty: 5095.757812
	Iteration 36Q: 3 clusters Score -3352864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3352860.750000 Penalty: 5095.757812
	Iteration 37Q: 3 clusters Score -3352861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3352865.750000 Penalty: 5095.757812
	Iteration 38Q: 3 clusters Score -3352866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3352870.000000 Penalty: 5095.757812
	Iteration 39Q: 3 clusters Score -3352870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3352870.250000 Penalty: 5095.757812
	Iteration 40F: 3 clusters Score -3352870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3352866.000000 Penalty: 5095.757812
	Iteration 41Q: 3 clusters Score -3352866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3352871.500000 Penalty: 5095.757812
	Iteration 42Q: 3 clusters Score -3352872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3352871.500000 Penalty: 5095.757812
	Iteration 43F: 3 clusters Score -3352872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Entering Unmasked Estep 
Score: -2890755.750000 Penalty: 2508.360352
	Iteration 0F: 2 clusters Score -2890756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2873700.500000 Penalty: 5016.720703
	Iteration 0F: 3 clusters Score -2873700 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2879583.750000 Penalty: 5016.720703
	Iteration 1F: 3 clusters Score -2879584 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2879942.500000 Penalty: 5016.720703
	Iteration 2Q: 3 clusters Score -2879942 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2880277.000000 Penalty: 5016.720703
	Iteration 3Q: 3 clusters Score -2880277 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2880674.000000 Penalty: 5016.720703
	Iteration 4Q: 3 clusters Score -2880674 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2881159.500000 Penalty: 5016.720703
	Iteration 5Q: 3 clusters Score -2881160 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2881893.250000 Penalty: 5016.720703
	Iteration 6Q: 3 clusters Score -2881893 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2882881.500000 Penalty: 5016.720703
	Iteration 7F: 3 clusters Score -2882882 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2884132.000000 Penalty: 5016.720703
	Iteration 8F: 3 clusters Score -2884132 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2885524.500000 Penalty: 5016.720703
	Iteration 9F: 3 clusters Score -2885524 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2886826.500000 Penalty: 5016.720703
	Iteration 10F: 3 clusters Score -2886826 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2887713.250000 Penalty: 5016.720703
	Iteration 11Q: 3 clusters Score -2887713 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2888266.500000 Penalty: 5016.720703
	Iteration 12Q: 3 clusters Score -2888266 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2888646.750000 Penalty: 5016.720703
	Iteration 13Q: 3 clusters Score -2888647 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2888903.500000 Penalty: 5016.720703
	Iteration 14Q: 3 clusters Score -2888904 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2889069.250000 Penalty: 5016.720703
	Iteration 15Q: 3 clusters Score -2889069 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2889149.500000 Penalty: 5016.720703
	Iteration 16Q: 3 clusters Score -2889150 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2889204.250000 Penalty: 5016.720703
	Iteration 17Q: 3 clusters Score -2889204 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2889249.750000 Penalty: 5016.720703
	Iteration 18Q: 3 clusters Score -2889250 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2889285.000000 Penalty: 5016.720703
	Iteration 19Q: 3 clusters Score -2889285 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2889315.500000 Penalty: 5016.720703
	Iteration 20F: 3 clusters Score -2889316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2889330.750000 Penalty: 5016.720703
	Iteration 21Q: 3 clusters Score -2889331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2889348.500000 Penalty: 5016.720703
	Iteration 22Q: 3 clusters Score -2889348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2889342.250000 Penalty: 5016.720703
	Iteration 23Q: 3 clusters Score -2889342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2889346.500000 Penalty: 5016.720703
	Iteration 24Q: 3 clusters Score -2889346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2889347.250000 Penalty: 5016.720703
	Iteration 25Q: 3 clusters Score -2889347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2889344.750000 Penalty: 5016.720703
	Iteration 26Q: 3 clusters Score -2889345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2889350.500000 Penalty: 5016.720703
	Iteration 27Q: 3 clusters Score -2889350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2889351.000000 Penalty: 5016.720703
	Iteration 28Q: 3 clusters Score -2889351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2889349.500000 Penalty: 5016.720703
	Iteration 29Q: 3 clusters Score -2889350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2889346.000000 Penalty: 5016.720703
	Iteration 30Q: 3 clusters Score -2889346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2889345.750000 Penalty: 5016.720703
	Iteration 31Q: 3 clusters Score -2889346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2889341.750000 Penalty: 5016.720703
	Iteration 32Q: 3 clusters Score -2889342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2889343.750000 Penalty: 5016.720703
	Iteration 33Q: 3 clusters Score -2889344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2889346.250000 Penalty: 5016.720703
	Iteration 34Q: 3 clusters Score -2889346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2889347.000000 Penalty: 5016.720703
	Iteration 35Q: 3 clusters Score -2889347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2889351.500000 Penalty: 5016.720703
	Iteration 36Q: 3 clusters Score -2889352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2889346.250000 Penalty: 5016.720703
	Iteration 37Q: 3 clusters Score -2889346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2889349.250000 Penalty: 5016.720703
	Iteration 38Q: 3 clusters Score -2889349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2889349.000000 Penalty: 5016.720703
	Iteration 39Q: 3 clusters Score -2889349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2889351.750000 Penalty: 5016.720703
	Iteration 40F: 3 clusters Score -2889352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2889349.000000 Penalty: 5016.720703
	Iteration 41Q: 3 clusters Score -2889349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2889349.000000 Penalty: 5016.720703
	Iteration 42Q: 3 clusters Score -2889349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2889347.250000 Penalty: 5016.720703
	Iteration 43Q: 3 clusters Score -2889347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2889351.500000 Penalty: 5016.720703
	Iteration 44Q: 3 clusters Score -2889352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2889350.500000 Penalty: 5016.720703
	Iteration 45Q: 3 clusters Score -2889350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2889352.000000 Penalty: 5016.720703
	Iteration 46Q: 3 clusters Score -2889352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2889352.250000 Penalty: 5016.720703
	Iteration 47Q: 3 clusters Score -2889352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2889355.250000 Penalty: 5016.720703
	Iteration 48Q: 3 clusters Score -2889355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2889355.250000 Penalty: 5016.720703
	Iteration 49Q: 3 clusters Score -2889355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2889355.000000 Penalty: 5016.720703
	Iteration 50Q: 3 clusters Score -2889355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2889356.000000 Penalty: 5016.720703
	Iteration 51Q: 3 clusters Score -2889356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2889356.250000 Penalty: 5016.720703
	Iteration 52Q: 3 clusters Score -2889356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2889361.500000 Penalty: 5016.720703
	Iteration 53Q: 3 clusters Score -2889362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2889360.000000 Penalty: 5016.720703
	Iteration 54Q: 3 clusters Score -2889360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2889362.250000 Penalty: 5016.720703
	Iteration 55Q: 3 clusters Score -2889362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2889373.000000 Penalty: 5016.720703
	Iteration 56Q: 3 clusters Score -2889373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2889370.000000 Penalty: 5016.720703
	Iteration 57Q: 3 clusters Score -2889370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2889369.250000 Penalty: 5016.720703
	Iteration 58Q: 3 clusters Score -2889369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2889368.250000 Penalty: 5016.720703
	Iteration 59Q: 3 clusters Score -2889368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2889366.250000 Penalty: 5016.720703
	Iteration 60F: 3 clusters Score -2889366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2889366.000000 Penalty: 5016.720703
	Iteration 61Q: 3 clusters Score -2889366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2889366.000000 Penalty: 5016.720703
	Iteration 62Q: 3 clusters Score -2889366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2889367.750000 Penalty: 5016.720703
	Iteration 63Q: 3 clusters Score -2889368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2889367.750000 Penalty: 5016.720703
	Iteration 64F: 3 clusters Score -2889368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193465 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 27506 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 15484 members 
Mstep: Class 6 contains 45104 members 
Mstep: Class 7 contains 290381 members 
Mstep: Class 12 contains 17048 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 19 contains 24695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630880.000000 Penalty: 33202.113281
Iteration 119Q: 11 clusters Score -7.463088e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193480 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 27496 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 5 contains 15531 members 
Mstep: Class 6 contains 45096 members 
Mstep: Class 7 contains 290345 members 
Mstep: Class 12 contains 17037 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 19 contains 24697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630912.000000 Penalty: 33202.113281
Iteration 120F: 11 clusters Score -7.463091e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193499 members 
Mstep: Class 2 contains 1397 members 
Mstep: Class 3 contains 27487 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 15583 members 
Mstep: Class 6 contains 45094 members 
Mstep: Class 7 contains 290294 members 
Mstep: Class 12 contains 17029 members 
Mstep: Class 15 contains 28958 members 
Mstep: Class 19 contains 24696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630928.000000 Penalty: 33202.113281
Iteration 121Q: 11 clusters Score -7.463093e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193523 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 27479 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 5 contains 15622 members 
Mstep: Class 6 contains 45085 members 
Mstep: Class 7 contains 290253 members 
Mstep: Class 12 contains 17021 members 
Mstep: Class 15 contains 28950 members 
Mstep: Class 19 contains 24698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630976.000000 Penalty: 33202.113281
Iteration 122Q: 11 clusters Score -7.463098e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193554 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 3 contains 27459 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 5 contains 15651 members 
Mstep: Class 6 contains 45076 members 
Mstep: Class 7 contains 290237 members 
Mstep: Class 12 contains 17007 members 
Mstep: Class 15 contains 28942 members 
Mstep: Class 19 contains 24697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631104.000000 Penalty: 33202.113281
Iteration 123Q: 11 clusters Score -7.46311e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193590 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 27449 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 15678 members 
Mstep: Class 6 contains 45073 members 
Mstep: Class 7 contains 290193 members 
Mstep: Class 12 contains 16997 members 
Mstep: Class 15 contains 28932 members 
Mstep: Class 19 contains 24700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631200.000000 Penalty: 33202.113281
Iteration 124Q: 11 clusters Score -7.46312e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193600 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 27443 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 15714 members 
Mstep: Class 6 contains 45065 members 
Mstep: Class 7 contains 290166 members 
Mstep: Class 12 contains 16986 members 
Mstep: Class 15 contains 28929 members 
Mstep: Class 19 contains 24705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631216.000000 Penalty: 33202.113281
Iteration 125Q: 11 clusters Score -7.463122e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193630 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 27429 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 15735 members 
Mstep: Class 6 contains 45061 members 
Mstep: Class 7 contains 290136 members 
Mstep: Class 12 contains 16976 members 
Mstep: Class 15 contains 28927 members 
Mstep: Class 19 contains 24715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631264.000000 Penalty: 33202.113281
Iteration 126Q: 11 clusters Score -7.463126e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193649 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 27409 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 15772 members 
Mstep: Class 6 contains 45055 members 
Mstep: Class 7 contains 290106 members 
Mstep: Class 12 contains 16964 members 
Mstep: Class 15 contains 28929 members 
Mstep: Class 19 contains 24723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631248.000000 Penalty: 33202.113281
Iteration 127Q: 11 clusters Score -7.463125e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193659 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 27390 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 15803 members 
Mstep: Class 6 contains 45046 members 
Mstep: Class 7 contains 290090 members 
Mstep: Class 12 contains 16957 members 
Mstep: Class 15 contains 28930 members 
Mstep: Class 19 contains 24733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631216.000000 Penalty: 33202.113281
Iteration 128Q: 11 clusters Score -7.463122e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193689 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 27365 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 15826 members 
Mstep: Class 6 contains 45035 members 
Mstep: Class 7 contains 290074 members 
Mstep: Class 12 contains 16946 members 
Mstep: Class 15 contains 28930 members 
Mstep: Class 19 contains 24741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631248.000000 Penalty: 33202.113281
Iteration 129Q: 11 clusters Score -7.463125e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193701 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 27339 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 15840 members 
Mstep: Class 6 contains 45025 members 
Mstep: Class 7 contains 290092 members 
Mstep: Class 12 contains 16936 members 
Mstep: Class 15 contains 28930 members 
Mstep: Class 19 contains 24744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631448.000000 Penalty: 33202.113281
Iteration 130Q: 11 clusters Score -7.463145e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193726 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 27321 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 15841 members 
Mstep: Class 6 contains 45015 members 
Mstep: Class 7 contains 290101 members 
Mstep: Class 12 contains 16930 members 
Mstep: Class 15 contains 28930 members 
Mstep: Class 19 contains 24748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631520.000000 Penalty: 33202.113281
Iteration 131Q: 11 clusters Score -7.463152e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193743 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 27296 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 15839 members 
Mstep: Class 6 contains 45009 members 
Mstep: Class 7 contains 290115 members 
Mstep: Class 12 contains 16924 members 
Mstep: Class 15 contains 28930 members 
Mstep: Class 19 contains 24757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631616.000000 Penalty: 33202.113281
Iteration 132Q: 11 clusters Score -7.463162e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193741 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 27280 members 
Mstep: Class 4 contains 8048 members 
Mstep: Class 5 contains 15836 members 
Mstep: Class 6 contains 45000 members 
Mstep: Class 7 contains 290146 members 
Mstep: Class 12 contains 16919 members 
Mstep: Class 15 contains 28929 members 
Mstep: Class 19 contains 24767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631640.000000 Penalty: 33202.113281
Iteration 133Q: 11 clusters Score -7.463164e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193722 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 27262 members 
Mstep: Class 4 contains 8036 members 
Mstep: Class 5 contains 15843 members 
Mstep: Class 6 contains 45002 members 
Mstep: Class 7 contains 290184 members 
Mstep: Class 12 contains 16917 members 
Mstep: Class 15 contains 28930 members 
Mstep: Class 19 contains 24770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631576.000000 Penalty: 33202.113281
Iteration 134Q: 11 clusters Score -7.463158e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193747 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 27248 members 
Mstep: Class 4 contains 8032 members 
Mstep: Class 5 contains 15850 members 
Mstep: Class 6 contains 45002 members 
Mstep: Class 7 contains 290172 members 
Mstep: Class 12 contains 16915 members 
Mstep: Class 15 contains 28930 members 
Mstep: Class 19 contains 24770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631576.000000 Penalty: 33202.113281
Iteration 135Q: 11 clusters Score -7.463158e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193765 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 27237 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 15852 members 
Mstep: Class 6 contains 45001 members 
Mstep: Class 7 contains 290169 members 
Mstep: Class 12 contains 16915 members 
Mstep: Class 15 contains 28930 members 
Mstep: Class 19 contains 24769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631584.000000 Penalty: 33202.113281
Iteration 136Q: 11 clusters Score -7.463158e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193798 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 27218 members 
Mstep: Class 4 contains 8026 members 
Mstep: Class 5 contains 15841 members 
Mstep: Class 6 contains 44992 members 
Mstep: Class 7 contains 290182 members 
Mstep: Class 12 contains 16911 members 
Mstep: Class 15 contains 28929 members 
Mstep: Class 19 contains 24769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631560.000000 Penalty: 33202.113281
Iteration 137Q: 11 clusters Score -7.463156e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193823 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 27197 members 
Mstep: Class 4 contains 8034 members 
Mstep: Class 5 contains 15845 members 
Mstep: Class 6 contains 44983 members 
Mstep: Class 7 contains 290177 members 
Mstep: Class 12 contains 16908 members 
Mstep: Class 15 contains 28929 members 
Mstep: Class 19 contains 24770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631672.000000 Penalty: 33202.113281
Iteration 138Q: 11 clusters Score -7.463167e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193839 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 8042 members 
Mstep: Class 5 contains 15861 members 
Mstep: Class 6 contains 44975 members 
Mstep: Class 7 contains 290163 members 
Mstep: Class 12 contains 16905 members 
Mstep: Class 15 contains 28928 members 
Mstep: Class 19 contains 24776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631784.000000 Penalty: 33202.113281
Iteration 139Q: 11 clusters Score -7.463178e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193867 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 27147 members 
Mstep: Class 4 contains 8047 members 
Mstep: Class 5 contains 15856 members 
Mstep: Class 6 contains 44972 members 
Mstep: Class 7 contains 290163 members 
Mstep: Class 12 contains 16900 members 
Mstep: Class 15 contains 28928 members 
Mstep: Class 19 contains 24784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631888.000000 Penalty: 33202.113281
Iteration 140F: 11 clusters Score -7.463189e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193895 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 27123 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 5 contains 15866 members 
Mstep: Class 6 contains 44974 members 
Mstep: Class 7 contains 290132 members 
Mstep: Class 12 contains 16898 members 
Mstep: Class 15 contains 28925 members 
Mstep: Class 19 contains 24797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632032.000000 Penalty: 33202.113281
Iteration 141Q: 11 clusters Score -7.463203e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193913 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 27111 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 15853 members 
Mstep: Class 6 contains 44970 members 
Mstep: Class 7 contains 290143 members 
Mstep: Class 12 contains 16889 members 
Mstep: Class 15 contains 28923 members 
Mstep: Class 19 contains 24804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632032.000000 Penalty: 33202.113281
Iteration 142Q: 11 clusters Score -7.463203e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 193970 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 27099 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 15820 members 
Mstep: Class 6 contains 44967 members 
Mstep: Class 7 contains 290135 members 
Mstep: Class 12 contains 16883 members 
Mstep: Class 15 contains 28922 members 
Mstep: Class 19 contains 24807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632120.000000 Penalty: 33202.113281
Iteration 143Q: 11 clusters Score -7.463212e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194019 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 27087 members 
Mstep: Class 4 contains 8063 members 
Mstep: Class 5 contains 15778 members 
Mstep: Class 6 contains 44959 members 
Mstep: Class 7 contains 290145 members 
Mstep: Class 12 contains 16874 members 
Mstep: Class 15 contains 28923 members 
Mstep: Class 19 contains 24813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632144.000000 Penalty: 33202.113281
Iteration 144Q: 11 clusters Score -7.463214e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194067 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 27077 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 15694 members 
Mstep: Class 6 contains 44956 members 
Mstep: Class 7 contains 290188 members 
Mstep: Class 12 contains 16867 members 
Mstep: Class 15 contains 28925 members 
Mstep: Class 19 contains 24817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632096.000000 Penalty: 33202.113281
Iteration 145Q: 11 clusters Score -7.46321e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194096 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 27061 members 
Mstep: Class 4 contains 8074 members 
Mstep: Class 5 contains 15625 members 
Mstep: Class 6 contains 44949 members 
Mstep: Class 7 contains 290249 members 
Mstep: Class 12 contains 16856 members 
Mstep: Class 15 contains 28927 members 
Mstep: Class 19 contains 24824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632256.000000 Penalty: 33202.113281
Iteration 146Q: 11 clusters Score -7.463226e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194118 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 8080 members 
Mstep: Class 5 contains 15559 members 
Mstep: Class 6 contains 44946 members 
Mstep: Class 7 contains 290318 members 
Mstep: Class 12 contains 16844 members 
Mstep: Class 15 contains 28927 members 
Mstep: Class 19 contains 24823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632448.000000 Penalty: 33202.113281
Iteration 147Q: 11 clusters Score -7.463245e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194162 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 27029 members 
Mstep: Class 4 contains 8081 members 
Mstep: Class 5 contains 15470 members 
Mstep: Class 6 contains 44946 members 
Mstep: Class 7 contains 290387 members 
Mstep: Class 12 contains 16836 members 
Mstep: Class 15 contains 28926 members 
Mstep: Class 19 contains 24824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632632.000000 Penalty: 33202.113281
Iteration 148Q: 11 clusters Score -7.463263e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194193 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 27017 members 
Mstep: Class 4 contains 8082 members 
Mstep: Class 5 contains 15338 members 
Mstep: Class 6 contains 44950 members 
Mstep: Class 7 contains 290488 members 
Mstep: Class 12 contains 16831 members 
Mstep: Class 15 contains 28928 members 
Mstep: Class 19 contains 24834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632600.000000 Penalty: 33202.113281
Iteration 149Q: 11 clusters Score -7.46326e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194214 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 27005 members 
Mstep: Class 4 contains 8081 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 44952 members 
Mstep: Class 7 contains 290597 members 
Mstep: Class 12 contains 16823 members 
Mstep: Class 15 contains 28928 members 
Mstep: Class 19 contains 24844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632816.000000 Penalty: 33202.113281
Iteration 150Q: 11 clusters Score -7.463282e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194270 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26986 members 
Mstep: Class 4 contains 8079 members 
Mstep: Class 5 contains 15084 members 
Mstep: Class 6 contains 44963 members 
Mstep: Class 7 contains 290703 members 
Mstep: Class 12 contains 16817 members 
Mstep: Class 15 contains 28928 members 
Mstep: Class 19 contains 24831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633240.000000 Penalty: 33202.113281
Iteration 151Q: 11 clusters Score -7.463324e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194324 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 14934 members 
Mstep: Class 6 contains 44977 members 
Mstep: Class 7 contains 290809 members 
Mstep: Class 12 contains 16793 members 
Mstep: Class 15 contains 28928 members 
Mstep: Class 19 contains 24834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633472.000000 Penalty: 33202.113281
Iteration 152Q: 11 clusters Score -7.463347e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194404 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26966 members 
Mstep: Class 4 contains 8094 members 
Mstep: Class 5 contains 14840 members 
Mstep: Class 6 contains 44999 members 
Mstep: Class 7 contains 290823 members 
Mstep: Class 12 contains 16770 members 
Mstep: Class 15 contains 28927 members 
Mstep: Class 19 contains 24838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633600.000000 Penalty: 33202.113281
Iteration 153Q: 11 clusters Score -7.46336e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194377 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26950 members 
Mstep: Class 4 contains 8095 members 
Mstep: Class 5 contains 14798 members 
Mstep: Class 6 contains 45022 members 
Mstep: Class 7 contains 290899 members 
Mstep: Class 12 contains 16752 members 
Mstep: Class 15 contains 28925 members 
Mstep: Class 19 contains 24843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633824.000000 Penalty: 33202.113281
Iteration 154Q: 11 clusters Score -7.463382e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194351 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26931 members 
Mstep: Class 4 contains 8096 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 45043 members 
Mstep: Class 7 contains 290934 members 
Mstep: Class 12 contains 16733 members 
Mstep: Class 15 contains 28926 members 
Mstep: Class 19 contains 24835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633832.000000 Penalty: 33202.113281
Iteration 155Q: 11 clusters Score -7.463383e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194278 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26909 members 
Mstep: Class 4 contains 8100 members 
Mstep: Class 5 contains 14849 members 
Mstep: Class 6 contains 45066 members 
Mstep: Class 7 contains 290966 members 
Mstep: Class 12 contains 16719 members 
Mstep: Class 15 contains 28928 members 
Mstep: Class 19 contains 24846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633936.000000 Penalty: 33202.113281
Iteration 156Q: 11 clusters Score -7.463394e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194219 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26894 members 
Mstep: Class 4 contains 8102 members 
Mstep: Class 5 contains 14865 members 
Mstep: Class 6 contains 45095 members 
Mstep: Class 7 contains 291013 members 
Mstep: Class 12 contains 16700 members 
Mstep: Class 15 contains 28928 members 
Mstep: Class 19 contains 24845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633912.000000 Penalty: 33202.113281
Iteration 157Q: 11 clusters Score -7.463391e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 194158 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 26885 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 14887 members 
Mstep: Class 6 contains 45120 members 
Mstep: Class 7 contains 291051 members 
Mstep: Class 12 contains 16685 members 
Mstep: Class 15 contains 28927 members 
Mstep: Class 19 contains 24846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633880.000000 Penalty: 33202.113281
Iteration 158Q: 11 clusters Score -7.463388e+07 nChanged 428
Entering ConstructFrom: 
Score: -74633880.000000 Penalty: 33202.113281
Entering ConstructFrom: 
Trying to split cluster 1 (194082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194082 members 
Entering Unmasked Estep 
Score: -22642038.000000 Penalty: 3019.656982
	Iteration 0F: 2 clusters Score -2.264204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 96984 members 
Entering Unmasked Estep 
Score: -22518660.000000 Penalty: 6039.313965
	Iteration 0F: 3 clusters Score -2.251866e+07 nChanged 93419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99279 members 
Mstep: Class 2 contains 94803 members 
Entering Unmasked Estep 
Score: -22575698.000000 Penalty: 6039.313965
	Iteration 1F: 3 clusters Score -2.25757e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99778 members 
Mstep: Class 2 contains 94304 members 
Entering Unmasked Estep 
Score: -22578844.000000 Penalty: 6039.313965
	Iteration 2Q: 3 clusters Score -2.257884e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100038 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -22583424.000000 Penalty: 6039.313965
	Iteration 3Q: 3 clusters Score -2.258342e+07 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99489 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -22589190.000000 Penalty: 6039.313965
	Iteration 4F: 3 clusters Score -2.258919e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97795 members 
Mstep: Class 2 contains 96287 members 
Entering Unmasked Estep 
Score: -22596814.000000 Penalty: 6039.313965
	Iteration 5F: 3 clusters Score -2.259681e+07 nChanged 12804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94739 members 
Mstep: Class 2 contains 99343 members 
Entering Unmasked Estep 
Score: -22605294.000000 Penalty: 6039.313965
	Iteration 6F: 3 clusters Score -2.260529e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90921 members 
Mstep: Class 2 contains 103161 members 
Entering Unmasked Estep 
Score: -22613822.000000 Penalty: 6039.313965
	Iteration 7F: 3 clusters Score -2.261382e+07 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87455 members 
Mstep: Class 2 contains 106627 members 
Entering Unmasked Estep 
Score: -22619746.000000 Penalty: 6039.313965
	Iteration 8F: 3 clusters Score -2.261975e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84577 members 
Mstep: Class 2 contains 109505 members 
Entering Unmasked Estep 
Score: -22622994.000000 Penalty: 6039.313965
	Iteration 9Q: 3 clusters Score -2.262299e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 112239 members 
Entering Unmasked Estep 
Score: -22624524.000000 Penalty: 6039.313965
	Iteration 10Q: 3 clusters Score -2.262452e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 115033 members 
Entering Unmasked Estep 
Score: -22625798.000000 Penalty: 6039.313965
	Iteration 11Q: 3 clusters Score -2.26258e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 118035 members 
Entering Unmasked Estep 
Score: -22627186.000000 Penalty: 6039.313965
	Iteration 12Q: 3 clusters Score -2.262719e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72941 members 
Mstep: Class 2 contains 121141 members 
Entering Unmasked Estep 
Score: -22628492.000000 Penalty: 6039.313965
	Iteration 13Q: 3 clusters Score -2.262849e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 124371 members 
Entering Unmasked Estep 
Score: -22629828.000000 Penalty: 6039.313965
	Iteration 14Q: 3 clusters Score -2.262983e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 127642 members 
Entering Unmasked Estep 
Score: -22631318.000000 Penalty: 6039.313965
	Iteration 15Q: 3 clusters Score -2.263132e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 130800 members 
Entering Unmasked Estep 
Score: -22632638.000000 Penalty: 6039.313965
	Iteration 16Q: 3 clusters Score -2.263264e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 133880 members 
Entering Unmasked Estep 
Score: -22633912.000000 Penalty: 6039.313965
	Iteration 17Q: 3 clusters Score -2.263391e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 136786 members 
Entering Unmasked Estep 
Score: -22635062.000000 Penalty: 6039.313965
	Iteration 18Q: 3 clusters Score -2.263506e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 139624 members 
Entering Unmasked Estep 
Score: -22636106.000000 Penalty: 6039.313965
	Iteration 19Q: 3 clusters Score -2.263611e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 142326 members 
Entering Unmasked Estep 
Score: -22637086.000000 Penalty: 6039.313965
	Iteration 20F: 3 clusters Score -2.263709e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 144920 members 
Entering Unmasked Estep 
Score: -22638052.000000 Penalty: 6039.313965
	Iteration 21Q: 3 clusters Score -2.263805e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 147408 members 
Entering Unmasked Estep 
Score: -22638786.000000 Penalty: 6039.313965
	Iteration 22Q: 3 clusters Score -2.263879e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 149772 members 
Entering Unmasked Estep 
Score: -22639236.000000 Penalty: 6039.313965
	Iteration 23Q: 3 clusters Score -2.263924e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -22639506.000000 Penalty: 6039.313965
	Iteration 24Q: 3 clusters Score -2.263951e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 154698 members 
Entering Unmasked Estep 
Score: -22639732.000000 Penalty: 6039.313965
	Iteration 25Q: 3 clusters Score -2.263973e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 157231 members 
Entering Unmasked Estep 
Score: -22640326.000000 Penalty: 6039.313965
	Iteration 26Q: 3 clusters Score -2.264033e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 159651 members 
Entering Unmasked Estep 
Score: -22640816.000000 Penalty: 6039.313965
	Iteration 27Q: 3 clusters Score -2.264082e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 162049 members 
Entering Unmasked Estep 
Score: -22641100.000000 Penalty: 6039.313965
	Iteration 28Q: 3 clusters Score -2.26411e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 164395 members 
Entering Unmasked Estep 
Score: -22641222.000000 Penalty: 6039.313965
	Iteration 29Q: 3 clusters Score -2.264122e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 166596 members 
Entering Unmasked Estep 
Score: -22641700.000000 Penalty: 6039.313965
	Iteration 30Q: 3 clusters Score -2.26417e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 168626 members 
Entering Unmasked Estep 
Score: -22641930.000000 Penalty: 6039.313965
	Iteration 31Q: 3 clusters Score -2.264193e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 170588 members 
Entering Unmasked Estep 
Score: -22642090.000000 Penalty: 6039.313965
	Iteration 32Q: 3 clusters Score -2.264209e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 172449 members 
Entering Unmasked Estep 
Score: -22642082.000000 Penalty: 6039.313965
	Iteration 33Q: 3 clusters Score -2.264208e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -22642488.000000 Penalty: 6039.313965
	Iteration 34Q: 3 clusters Score -2.264249e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 175711 members 
Entering Unmasked Estep 
Score: -22642666.000000 Penalty: 6039.313965
	Iteration 35Q: 3 clusters Score -2.264267e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 177038 members 
Entering Unmasked Estep 
Score: -22642728.000000 Penalty: 6039.313965
	Iteration 36Q: 3 clusters Score -2.264273e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 178210 members 
Entering Unmasked Estep 
Score: -22642764.000000 Penalty: 6039.313965
	Iteration 37Q: 3 clusters Score -2.264276e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 179194 members 
Entering Unmasked Estep 
Score: -22642822.000000 Penalty: 6039.313965
	Iteration 38Q: 3 clusters Score -2.264282e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 180105 members 
Entering Unmasked Estep 
Score: -22642846.000000 Penalty: 6039.313965
	Iteration 39Q: 3 clusters Score -2.264285e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 180939 members 
Entering Unmasked Estep 
Score: -22642794.000000 Penalty: 6039.313965
	Iteration 40F: 3 clusters Score -2.264279e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 181736 members 
Entering Unmasked Estep 
Score: -22642762.000000 Penalty: 6039.313965
	Iteration 41Q: 3 clusters Score -2.264276e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 182468 members 
Entering Unmasked Estep 
Score: -22642704.000000 Penalty: 6039.313965
	Iteration 42Q: 3 clusters Score -2.26427e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 183117 members 
Entering Unmasked Estep 
Score: -22642682.000000 Penalty: 6039.313965
	Iteration 43Q: 3 clusters Score -2.264268e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 183693 members 
Entering Unmasked Estep 
Score: -22642746.000000 Penalty: 6039.313965
	Iteration 44Q: 3 clusters Score -2.264275e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 184225 members 
Entering Unmasked Estep 
Score: -22642726.000000 Penalty: 6039.313965
	Iteration 45Q: 3 clusters Score -2.264273e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 184665 members 
Entering Unmasked Estep 
Score: -22642778.000000 Penalty: 6039.313965
	Iteration 46Q: 3 clusters Score -2.264278e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 185069 members 
Entering Unmasked Estep 
Score: -22642720.000000 Penalty: 6039.313965
	Iteration 47Q: 3 clusters Score -2.264272e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 185442 members 
Entering Unmasked Estep 
Score: -22642662.000000 Penalty: 6039.313965
	Iteration 48Q: 3 clusters Score -2.264266e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 185779 members 
Entering Unmasked Estep 
Score: -22642704.000000 Penalty: 6039.313965
	Iteration 49Q: 3 clusters Score -2.26427e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 186073 members 
Entering Unmasked Estep 
Score: -22642726.000000 Penalty: 6039.313965
	Iteration 50Q: 3 clusters Score -2.264273e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 186320 members 
Entering Unmasked Estep 
Score: -22642744.000000 Penalty: 6039.313965
	Iteration 51Q: 3 clusters Score -2.264274e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 186542 members 
Entering Unmasked Estep 
Score: -22642742.000000 Penalty: 6039.313965
	Iteration 52Q: 3 clusters Score -2.264274e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 186732 members 
Entering Unmasked Estep 
Score: -22642758.000000 Penalty: 6039.313965
	Iteration 53Q: 3 clusters Score -2.264276e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 186897 members 
Entering Unmasked Estep 
Score: -22642746.000000 Penalty: 6039.313965
	Iteration 54Q: 3 clusters Score -2.264275e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 187040 members 
Entering Unmasked Estep 
Score: -22642738.000000 Penalty: 6039.313965
	Iteration 55Q: 3 clusters Score -2.264274e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 187160 members 
Entering Unmasked Estep 
Score: -22642762.000000 Penalty: 6039.313965
	Iteration 56Q: 3 clusters Score -2.264276e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 187280 members 
Entering Unmasked Estep 
Score: -22642730.000000 Penalty: 6039.313965
	Iteration 57Q: 3 clusters Score -2.264273e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 187395 members 
Entering Unmasked Estep 
Score: -22642696.000000 Penalty: 6039.313965
	Iteration 58Q: 3 clusters Score -2.26427e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 187503 members 
Entering Unmasked Estep 
Score: -22642710.000000 Penalty: 6039.313965
	Iteration 59Q: 3 clusters Score -2.264271e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 187602 members 
Entering Unmasked Estep 
Score: -22642642.000000 Penalty: 6039.313965
	Iteration 60F: 3 clusters Score -2.264264e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 187695 members 
Entering Unmasked Estep 
Score: -22642622.000000 Penalty: 6039.313965
	Iteration 61Q: 3 clusters Score -2.264262e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 187800 members 
Entering Unmasked Estep 
Score: -22642572.000000 Penalty: 6039.313965
	Iteration 62Q: 3 clusters Score -2.264257e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 187882 members 
Entering Unmasked Estep 
Score: -22642516.000000 Penalty: 6039.313965
	Iteration 63Q: 3 clusters Score -2.264252e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 187949 members 
Entering Unmasked Estep 
Score: -22642482.000000 Penalty: 6039.313965
	Iteration 64Q: 3 clusters Score -2.264248e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 188005 members 
Entering Unmasked Estep 
Score: -22642482.000000 Penalty: 6039.313965
	Iteration 65Q: 3 clusters Score -2.264248e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 188058 members 
Entering Unmasked Estep 
Score: -22642480.000000 Penalty: 6039.313965
	Iteration 66Q: 3 clusters Score -2.264248e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 188105 members 
Entering Unmasked Estep 
Score: -22642490.000000 Penalty: 6039.313965
	Iteration 67Q: 3 clusters Score -2.264249e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 188143 members 
Entering Unmasked Estep 
Score: -22642462.000000 Penalty: 6039.313965
	Iteration 68Q: 3 clusters Score -2.264246e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 188184 members 
Entering Unmasked Estep 
Score: -22642472.000000 Penalty: 6039.313965
	Iteration 69Q: 3 clusters Score -2.264247e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 188222 members 
Entering Unmasked Estep 
Score: -22642482.000000 Penalty: 6039.313965
	Iteration 70Q: 3 clusters Score -2.264248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 188251 members 
Entering Unmasked Estep 
Score: -22642478.000000 Penalty: 6039.313965
	Iteration 71Q: 3 clusters Score -2.264248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 188270 members 
Entering Unmasked Estep 
Score: -22642484.000000 Penalty: 6039.313965
	Iteration 72Q: 3 clusters Score -2.264248e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 188289 members 
Entering Unmasked Estep 
Score: -22642480.000000 Penalty: 6039.313965
	Iteration 73Q: 3 clusters Score -2.264248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 188304 members 
Entering Unmasked Estep 
Score: -22642518.000000 Penalty: 6039.313965
	Iteration 74Q: 3 clusters Score -2.264252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 188319 members 
Entering Unmasked Estep 
Score: -22642526.000000 Penalty: 6039.313965
	Iteration 75Q: 3 clusters Score -2.264253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 188344 members 
Entering Unmasked Estep 
Score: -22642508.000000 Penalty: 6039.313965
	Iteration 76Q: 3 clusters Score -2.264251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 188362 members 
Entering Unmasked Estep 
Score: -22642486.000000 Penalty: 6039.313965
	Iteration 77Q: 3 clusters Score -2.264249e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 188385 members 
Entering Unmasked Estep 
Score: -22642486.000000 Penalty: 6039.313965
	Iteration 78Q: 3 clusters Score -2.264249e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 188406 members 
Entering Unmasked Estep 
Score: -22642470.000000 Penalty: 6039.313965
	Iteration 79Q: 3 clusters Score -2.264247e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 188428 members 
Entering Unmasked Estep 
Score: -22642486.000000 Penalty: 6039.313965
	Iteration 80F: 3 clusters Score -2.264249e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 188452 members 
Entering Unmasked Estep 
Score: -22642488.000000 Penalty: 6039.313965
	Iteration 81Q: 3 clusters Score -2.264249e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 188477 members 
Entering Unmasked Estep 
Score: -22642484.000000 Penalty: 6039.313965
	Iteration 82Q: 3 clusters Score -2.264248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 188497 members 
Entering Unmasked Estep 
Score: -22642456.000000 Penalty: 6039.313965
	Iteration 83Q: 3 clusters Score -2.264246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 188513 members 
Entering Unmasked Estep 
Score: -22642452.000000 Penalty: 6039.313965
	Iteration 84Q: 3 clusters Score -2.264245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 188523 members 
Entering Unmasked Estep 
Score: -22642448.000000 Penalty: 6039.313965
	Iteration 85Q: 3 clusters Score -2.264245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 188529 members 
Entering Unmasked Estep 
Score: -22642458.000000 Penalty: 6039.313965
	Iteration 86Q: 3 clusters Score -2.264246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 188540 members 
Entering Unmasked Estep 
Score: -22642444.000000 Penalty: 6039.313965
	Iteration 87Q: 3 clusters Score -2.264244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 188548 members 
Entering Unmasked Estep 
Score: -22642434.000000 Penalty: 6039.313965
	Iteration 88Q: 3 clusters Score -2.264243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 188553 members 
Entering Unmasked Estep 
Score: -22642452.000000 Penalty: 6039.313965
	Iteration 89Q: 3 clusters Score -2.264245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 188559 members 
Entering Unmasked Estep 
Score: -22642434.000000 Penalty: 6039.313965
	Iteration 90Q: 3 clusters Score -2.264243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 188568 members 
Entering Unmasked Estep 
Score: -22642426.000000 Penalty: 6039.313965
	Iteration 91Q: 3 clusters Score -2.264243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 188575 members 
Entering Unmasked Estep 
Score: -22642442.000000 Penalty: 6039.313965
	Iteration 92Q: 3 clusters Score -2.264244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 188582 members 
Entering Unmasked Estep 
Score: -22642438.000000 Penalty: 6039.313965
	Iteration 93Q: 3 clusters Score -2.264244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 188589 members 
Entering Unmasked Estep 
Score: -22642432.000000 Penalty: 6039.313965
	Iteration 94Q: 3 clusters Score -2.264243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 188597 members 
Entering Unmasked Estep 
Score: -22642412.000000 Penalty: 6039.313965
	Iteration 95Q: 3 clusters Score -2.264241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 188608 members 
Entering Unmasked Estep 
Score: -22642410.000000 Penalty: 6039.313965
	Iteration 96Q: 3 clusters Score -2.264241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 188619 members 
Entering Unmasked Estep 
Score: -22642380.000000 Penalty: 6039.313965
	Iteration 97Q: 3 clusters Score -2.264238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 188621 members 
Entering Unmasked Estep 
Score: -22642380.000000 Penalty: 6039.313965
	Iteration 98Q: 3 clusters Score -2.264238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 188623 members 
Entering Unmasked Estep 
Score: -22642386.000000 Penalty: 6039.313965
	Iteration 99Q: 3 clusters Score -2.264239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 188627 members 
Entering Unmasked Estep 
Score: -22642390.000000 Penalty: 6039.313965
	Iteration 100F: 3 clusters Score -2.264239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 188632 members 
Entering Unmasked Estep 
Score: -22642378.000000 Penalty: 6039.313965
	Iteration 101Q: 3 clusters Score -2.264238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 188639 members 
Entering Unmasked Estep 
Score: -22642382.000000 Penalty: 6039.313965
	Iteration 102Q: 3 clusters Score -2.264238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 188644 members 
Entering Unmasked Estep 
Score: -22642394.000000 Penalty: 6039.313965
	Iteration 103Q: 3 clusters Score -2.264239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 188647 members 
Entering Unmasked Estep 
Score: -22642390.000000 Penalty: 6039.313965
	Iteration 104Q: 3 clusters Score -2.264239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 188649 members 
Entering Unmasked Estep 
Score: -22642392.000000 Penalty: 6039.313965
	Iteration 105Q: 3 clusters Score -2.264239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 188653 members 
Entering Unmasked Estep 
Score: -22642384.000000 Penalty: 6039.313965
	Iteration 106Q: 3 clusters Score -2.264238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 188657 members 
Entering Unmasked Estep 
Score: -22642384.000000 Penalty: 6039.313965
	Iteration 107Q: 3 clusters Score -2.264238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 188656 members 
Entering Unmasked Estep 
Score: -22642378.000000 Penalty: 6039.313965
	Iteration 108Q: 3 clusters Score -2.264238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 188657 members 
Entering Unmasked Estep 
Score: -22642386.000000 Penalty: 6039.313965
	Iteration 109Q: 3 clusters Score -2.264239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 188661 members 
Entering Unmasked Estep 
Score: -22642388.000000 Penalty: 6039.313965
	Iteration 110Q: 3 clusters Score -2.264239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 188665 members 
Entering Unmasked Estep 
Score: -22642390.000000 Penalty: 6039.313965
	Iteration 111Q: 3 clusters Score -2.264239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 188666 members 
Entering Unmasked Estep 
Score: -22642398.000000 Penalty: 6039.313965
	Iteration 112Q: 3 clusters Score -2.26424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 188667 members 
Entering Unmasked Estep 
Score: -22642388.000000 Penalty: 6039.313965
	Iteration 113Q: 3 clusters Score -2.264239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 188668 members 
Entering Unmasked Estep 
Score: -22642396.000000 Penalty: 6039.313965
	Iteration 114Q: 3 clusters Score -2.26424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 188669 members 
Entering Unmasked Estep 
Score: -22642392.000000 Penalty: 6039.313965
	Iteration 115Q: 3 clusters Score -2.264239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 188669 members 
Entering Unmasked Estep 
Score: -22642392.000000 Penalty: 6039.313965
	Iteration 116F: 3 clusters Score -2.264239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 26881 members 
Mstep: Class 4 contains 8096 members 
Mstep: Class 5 contains 14930 members 
Mstep: Class 6 contains 45131 members 
Mstep: Class 7 contains 291089 members 
Mstep: Class 8 contains 188669 members 
Mstep: Class 12 contains 16672 members 
Mstep: Class 15 contains 28926 members 
Mstep: Class 19 contains 24853 members 
Entering Unmasked Estep 
Score: -74634200.000000 Penalty: 36522.324219
Splitting cluster 1 changes total score from -74633880.000000 to -74634200.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -143842.296875 Penalty: 1801.305664
	Iteration 0F: 2 clusters Score -143842.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -141792.046875 Penalty: 3602.611328
	Iteration 0F: 3 clusters Score -141792 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -142550.234375 Penalty: 3602.611328
	Iteration 1F: 3 clusters Score -142550.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -143103.031250 Penalty: 3602.611328
	Iteration 2F: 3 clusters Score -143103 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -143369.078125 Penalty: 3602.611328
	Iteration 3F: 3 clusters Score -143369.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -143542.656250 Penalty: 3602.611328
	Iteration 4F: 3 clusters Score -143542.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -143668.015625 Penalty: 3602.611328
	Iteration 5Q: 3 clusters Score -143668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -143835.578125 Penalty: 3602.611328
	Iteration 6Q: 3 clusters Score -143835.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -144016.375000 Penalty: 3602.611328
	Iteration 7Q: 3 clusters Score -144016.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -144088.906250 Penalty: 3602.611328
	Iteration 8Q: 3 clusters Score -144088.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -144138.140625 Penalty: 3602.611328
	Iteration 9Q: 3 clusters Score -144138.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -144169.921875 Penalty: 3602.611328
	Iteration 10Q: 3 clusters Score -144169.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -144209.937500 Penalty: 3602.611328
	Iteration 11Q: 3 clusters Score -144209.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144218.921875 Penalty: 3602.611328
	Iteration 12Q: 3 clusters Score -144218.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -144223.062500 Penalty: 3602.611328
	Iteration 13Q: 3 clusters Score -144223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -144225.968750 Penalty: 3602.611328
	Iteration 14Q: 3 clusters Score -144226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -144231.203125 Penalty: 3602.611328
	Iteration 15Q: 3 clusters Score -144231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144234.781250 Penalty: 3602.611328
	Iteration 16Q: 3 clusters Score -144234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144237.593750 Penalty: 3602.611328
	Iteration 17Q: 3 clusters Score -144237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -144240.375000 Penalty: 3602.611328
	Iteration 18Q: 3 clusters Score -144240.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -144245.718750 Penalty: 3602.611328
	Iteration 19F: 3 clusters Score -144245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -144273.328125 Penalty: 3602.611328
	Iteration 20F: 3 clusters Score -144273.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -144296.500000 Penalty: 3602.611328
	Iteration 21Q: 3 clusters Score -144296.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -144329.171875 Penalty: 3602.611328
	Iteration 22Q: 3 clusters Score -144329.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -144341.062500 Penalty: 3602.611328
	Iteration 23Q: 3 clusters Score -144341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -144345.171875 Penalty: 3602.611328
	Iteration 24Q: 3 clusters Score -144345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -144346.671875 Penalty: 3602.611328
	Iteration 25Q: 3 clusters Score -144346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -144346.671875 Penalty: 3602.611328
	Iteration 26F: 3 clusters Score -144346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 955 members 
Mstep: Class 3 contains 26881 members 
Mstep: Class 4 contains 8096 members 
Mstep: Class 5 contains 14930 members 
Mstep: Class 6 contains 45131 members 
Mstep: Class 7 contains 291089 members 
Mstep: Class 8 contains 188669 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 12 contains 16672 members 
Mstep: Class 15 contains 28926 members 
Mstep: Class 19 contains 24853 members 
Entering Unmasked Estep 
Score: -74633200.000000 Penalty: 39842.535156
Splitting cluster 2 changes total score from -74633880.000000 to -74633200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (26881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Entering Unmasked Estep 
Score: -3153792.000000 Penalty: 2529.395264
	Iteration 0F: 2 clusters Score -3153792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3135362.250000 Penalty: 5058.790527
	Iteration 0F: 3 clusters Score -3135362 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3141609.750000 Penalty: 5058.790527
	Iteration 1F: 3 clusters Score -3141610 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3142012.500000 Penalty: 5058.790527
	Iteration 2Q: 3 clusters Score -3142012 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3142460.750000 Penalty: 5058.790527
	Iteration 3Q: 3 clusters Score -3142461 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3143019.750000 Penalty: 5058.790527
	Iteration 4Q: 3 clusters Score -3143020 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3143673.250000 Penalty: 5058.790527
	Iteration 5Q: 3 clusters Score -3143673 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3144350.250000 Penalty: 5058.790527
	Iteration 6Q: 3 clusters Score -3144350 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3145174.500000 Penalty: 5058.790527
	Iteration 7F: 3 clusters Score -3145174 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3146186.250000 Penalty: 5058.790527
	Iteration 8F: 3 clusters Score -3146186 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -3147513.500000 Penalty: 5058.790527
	Iteration 9F: 3 clusters Score -3147514 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3148925.250000 Penalty: 5058.790527
	Iteration 10F: 3 clusters Score -3148925 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3149855.500000 Penalty: 5058.790527
	Iteration 11F: 3 clusters Score -3149856 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3150301.500000 Penalty: 5058.790527
	Iteration 12Q: 3 clusters Score -3150302 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3150492.250000 Penalty: 5058.790527
	Iteration 13Q: 3 clusters Score -3150492 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3150602.500000 Penalty: 5058.790527
	Iteration 14Q: 3 clusters Score -3150602 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3150684.000000 Penalty: 5058.790527
	Iteration 15Q: 3 clusters Score -3150684 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3150755.500000 Penalty: 5058.790527
	Iteration 16Q: 3 clusters Score -3150756 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3150819.250000 Penalty: 5058.790527
	Iteration 17Q: 3 clusters Score -3150819 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3150850.500000 Penalty: 5058.790527
	Iteration 18Q: 3 clusters Score -3150850 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3150902.750000 Penalty: 5058.790527
	Iteration 19Q: 3 clusters Score -3150903 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3150944.500000 Penalty: 5058.790527
	Iteration 20F: 3 clusters Score -3150944 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3150991.000000 Penalty: 5058.790527
	Iteration 21Q: 3 clusters Score -3150991 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -3151033.000000 Penalty: 5058.790527
	Iteration 22Q: 3 clusters Score -3151033 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -3151069.750000 Penalty: 5058.790527
	Iteration 23Q: 3 clusters Score -3151070 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -3151111.000000 Penalty: 5058.790527
	Iteration 24Q: 3 clusters Score -3151111 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3151134.500000 Penalty: 5058.790527
	Iteration 25Q: 3 clusters Score -3151134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3151161.750000 Penalty: 5058.790527
	Iteration 26Q: 3 clusters Score -3151162 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -3151175.750000 Penalty: 5058.790527
	Iteration 27Q: 3 clusters Score -3151176 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3151212.750000 Penalty: 5058.790527
	Iteration 28Q: 3 clusters Score -3151213 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3151236.750000 Penalty: 5058.790527
	Iteration 29Q: 3 clusters Score -3151237 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3151261.000000 Penalty: 5058.790527
	Iteration 30Q: 3 clusters Score -3151261 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3151300.250000 Penalty: 5058.790527
	Iteration 31Q: 3 clusters Score -3151300 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3151324.000000 Penalty: 5058.790527
	Iteration 32Q: 3 clusters Score -3151324 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3151356.500000 Penalty: 5058.790527
	Iteration 33Q: 3 clusters Score -3151356 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -3151380.750000 Penalty: 5058.790527
	Iteration 34Q: 3 clusters Score -3151381 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3151410.000000 Penalty: 5058.790527
	Iteration 35Q: 3 clusters Score -3151410 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -3151432.250000 Penalty: 5058.790527
	Iteration 36Q: 3 clusters Score -3151432 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3151460.750000 Penalty: 5058.790527
	Iteration 37Q: 3 clusters Score -3151461 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3151481.500000 Penalty: 5058.790527
	Iteration 38Q: 3 clusters Score -3151482 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3151490.250000 Penalty: 5058.790527
	Iteration 39Q: 3 clusters Score -3151490 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3151515.500000 Penalty: 5058.790527
	Iteration 40F: 3 clusters Score -3151516 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3151540.000000 Penalty: 5058.790527
	Iteration 41Q: 3 clusters Score -3151540 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3151560.750000 Penalty: 5058.790527
	Iteration 42Q: 3 clusters Score -3151561 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3151587.750000 Penalty: 5058.790527
	Iteration 43Q: 3 clusters Score -3151588 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -3151607.750000 Penalty: 5058.790527
	Iteration 44Q: 3 clusters Score -3151608 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3151624.750000 Penalty: 5058.790527
	Iteration 45Q: 3 clusters Score -3151625 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3151638.750000 Penalty: 5058.790527
	Iteration 46Q: 3 clusters Score -3151639 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3151661.000000 Penalty: 5058.790527
	Iteration 47Q: 3 clusters Score -3151661 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3151695.750000 Penalty: 5058.790527
	Iteration 48Q: 3 clusters Score -3151696 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3151716.500000 Penalty: 5058.790527
	Iteration 49Q: 3 clusters Score -3151716 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3151738.500000 Penalty: 5058.790527
	Iteration 50Q: 3 clusters Score -3151738 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3151773.250000 Penalty: 5058.790527
	Iteration 51Q: 3 clusters Score -3151773 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3151795.500000 Penalty: 5058.790527
	Iteration 52Q: 3 clusters Score -3151796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -3151833.500000 Penalty: 5058.790527
	Iteration 53Q: 3 clusters Score -3151834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3151857.250000 Penalty: 5058.790527
	Iteration 54Q: 3 clusters Score -3151857 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3151869.750000 Penalty: 5058.790527
	Iteration 55Q: 3 clusters Score -3151870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3151897.250000 Penalty: 5058.790527
	Iteration 56Q: 3 clusters Score -3151897 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3151906.750000 Penalty: 5058.790527
	Iteration 57Q: 3 clusters Score -3151907 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3151927.250000 Penalty: 5058.790527
	Iteration 58Q: 3 clusters Score -3151927 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3151953.250000 Penalty: 5058.790527
	Iteration 59Q: 3 clusters Score -3151953 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3151961.250000 Penalty: 5058.790527
	Iteration 60F: 3 clusters Score -3151961 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3151973.000000 Penalty: 5058.790527
	Iteration 61Q: 3 clusters Score -3151973 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3151973.250000 Penalty: 5058.790527
	Iteration 62Q: 3 clusters Score -3151973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3151985.250000 Penalty: 5058.790527
	Iteration 63Q: 3 clusters Score -3151985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3151997.750000 Penalty: 5058.790527
	Iteration 64Q: 3 clusters Score -3151998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3152015.750000 Penalty: 5058.790527
	Iteration 65Q: 3 clusters Score -3152016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3152016.750000 Penalty: 5058.790527
	Iteration 66Q: 3 clusters Score -3152017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3152034.500000 Penalty: 5058.790527
	Iteration 67Q: 3 clusters Score -3152034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3152042.250000 Penalty: 5058.790527
	Iteration 68Q: 3 clusters Score -3152042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3152052.250000 Penalty: 5058.790527
	Iteration 69Q: 3 clusters Score -3152052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3152057.000000 Penalty: 5058.790527
	Iteration 70Q: 3 clusters Score -3152057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3152069.000000 Penalty: 5058.790527
	Iteration 71Q: 3 clusters Score -3152069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3152079.500000 Penalty: 5058.790527
	Iteration 72Q: 3 clusters Score -3152080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3152074.750000 Penalty: 5058.790527
	Iteration 73Q: 3 clusters Score -3152075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3152082.000000 Penalty: 5058.790527
	Iteration 74Q: 3 clusters Score -3152082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3152091.750000 Penalty: 5058.790527
	Iteration 75Q: 3 clusters Score -3152092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3152102.250000 Penalty: 5058.790527
	Iteration 76Q: 3 clusters Score -3152102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3152112.000000 Penalty: 5058.790527
	Iteration 77Q: 3 clusters Score -3152112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3152121.500000 Penalty: 5058.790527
	Iteration 78Q: 3 clusters Score -3152122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3152132.750000 Penalty: 5058.790527
	Iteration 79Q: 3 clusters Score -3152133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3152138.750000 Penalty: 5058.790527
	Iteration 80F: 3 clusters Score -3152139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3152150.000000 Penalty: 5058.790527
	Iteration 81Q: 3 clusters Score -3152150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3152153.750000 Penalty: 5058.790527
	Iteration 82Q: 3 clusters Score -3152154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3152156.750000 Penalty: 5058.790527
	Iteration 83Q: 3 clusters Score -3152157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3152166.000000 Penalty: 5058.790527
	Iteration 84Q: 3 clusters Score -3152166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3152174.000000 Penalty: 5058.790527
	Iteration 85Q: 3 clusters Score -3152174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3152177.000000 Penalty: 5058.790527
	Iteration 86Q: 3 clusters Score -3152177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3152182.500000 Penalty: 5058.790527
	Iteration 87Q: 3 clusters Score -3152182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3152189.250000 Penalty: 5058.790527
	Iteration 88Q: 3 clusters Score -3152189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3152192.250000 Penalty: 5058.790527
	Iteration 89Q: 3 clusters Score -3152192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3152198.750000 Penalty: 5058.790527
	Iteration 90Q: 3 clusters Score -3152199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3152198.500000 Penalty: 5058.790527
	Iteration 91Q: 3 clusters Score -3152198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3152206.250000 Penalty: 5058.790527
	Iteration 92Q: 3 clusters Score -3152206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3152209.250000 Penalty: 5058.790527
	Iteration 93Q: 3 clusters Score -3152209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3152209.500000 Penalty: 5058.790527
	Iteration 94Q: 3 clusters Score -3152210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3152210.250000 Penalty: 5058.790527
	Iteration 95Q: 3 clusters Score -3152210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3152211.500000 Penalty: 5058.790527
	Iteration 96Q: 3 clusters Score -3152212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3152209.250000 Penalty: 5058.790527
	Iteration 97Q: 3 clusters Score -3152209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3152208.500000 Penalty: 5058.790527
	Iteration 98Q: 3 clusters Score -3152208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3152206.750000 Penalty: 5058.790527
	Iteration 99Q: 3 clusters Score -3152207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3152211.250000 Penalty: 5058.790527
	Iteration 100F: 3 clusters Score -3152211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3152212.750000 Penalty: 5058.790527
	Iteration 101Q: 3 clusters Score -3152213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3152216.000000 Penalty: 5058.790527
	Iteration 102Q: 3 clusters Score -3152216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3152217.750000 Penalty: 5058.790527
	Iteration 103Q: 3 clusters Score -3152218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3152218.750000 Penalty: 5058.790527
	Iteration 104Q: 3 clusters Score -3152219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3152219.000000 Penalty: 5058.790527
	Iteration 105Q: 3 clusters Score -3152219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3152219.750000 Penalty: 5058.790527
	Iteration 106Q: 3 clusters Score -3152220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3152219.750000 Penalty: 5058.790527
	Iteration 107Q: 3 clusters Score -3152220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3152219.750000 Penalty: 5058.790527
	Iteration 108Q: 3 clusters Score -3152220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3152219.750000 Penalty: 5058.790527
	Iteration 109Q: 3 clusters Score -3152220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3152220.500000 Penalty: 5058.790527
	Iteration 110Q: 3 clusters Score -3152220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3152221.000000 Penalty: 5058.790527
	Iteration 111Q: 3 clusters Score -3152221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3152220.500000 Penalty: 5058.790527
	Iteration 112Q: 3 clusters Score -3152220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3152222.500000 Penalty: 5058.790527
	Iteration 113Q: 3 clusters Score -3152222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3152224.500000 Penalty: 5058.790527
	Iteration 114Q: 3 clusters Score -3152224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3152225.250000 Penalty: 5058.790527
	Iteration 115Q: 3 clusters Score -3152225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3152225.250000 Penalty: 5058.790527
	Iteration 116Q: 3 clusters Score -3152225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3152227.000000 Penalty: 5058.790527
	Iteration 117Q: 3 clusters Score -3152227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3152229.000000 Penalty: 5058.790527
	Iteration 118Q: 3 clusters Score -3152229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3152235.000000 Penalty: 5058.790527
	Iteration 119Q: 3 clusters Score -3152235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3152234.000000 Penalty: 5058.790527
	Iteration 120F: 3 clusters Score -3152234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3152236.250000 Penalty: 5058.790527
	Iteration 121Q: 3 clusters Score -3152236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3152236.250000 Penalty: 5058.790527
	Iteration 122F: 3 clusters Score -3152236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Entering Unmasked Estep 
Score: -941417.687500 Penalty: 2231.783203
	Iteration 0F: 2 clusters Score -941417.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -934935.812500 Penalty: 4463.566406
	Iteration 0F: 3 clusters Score -934935.8 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -936643.125000 Penalty: 4463.566406
	Iteration 1F: 3 clusters Score -936643.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -936920.875000 Penalty: 4463.566406
	Iteration 2F: 3 clusters Score -936920.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -937096.750000 Penalty: 4463.566406
	Iteration 3F: 3 clusters Score -937096.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -937189.687500 Penalty: 4463.566406
	Iteration 4Q: 3 clusters Score -937189.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -937273.625000 Penalty: 4463.566406
	Iteration 5Q: 3 clusters Score -937273.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -937339.312500 Penalty: 4463.566406
	Iteration 6Q: 3 clusters Score -937339.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -937401.000000 Penalty: 4463.566406
	Iteration 7Q: 3 clusters Score -937401 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -937468.750000 Penalty: 4463.566406
	Iteration 8Q: 3 clusters Score -937468.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -937538.125000 Penalty: 4463.566406
	Iteration 9Q: 3 clusters Score -937538.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -937610.312500 Penalty: 4463.566406
	Iteration 10Q: 3 clusters Score -937610.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -937688.125000 Penalty: 4463.566406
	Iteration 11Q: 3 clusters Score -937688.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -937784.625000 Penalty: 4463.566406
	Iteration 12Q: 3 clusters Score -937784.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -937882.125000 Penalty: 4463.566406
	Iteration 13Q: 3 clusters Score -937882.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -938043.500000 Penalty: 4463.566406
	Iteration 14Q: 3 clusters Score -938043.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -938247.875000 Penalty: 4463.566406
	Iteration 15Q: 3 clusters Score -938247.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -938511.562500 Penalty: 4463.566406
	Iteration 16Q: 3 clusters Score -938511.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -938798.125000 Penalty: 4463.566406
	Iteration 17Q: 3 clusters Score -938798.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -939057.000000 Penalty: 4463.566406
	Iteration 18Q: 3 clusters Score -939057 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -939269.250000 Penalty: 4463.566406
	Iteration 19Q: 3 clusters Score -939269.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -939430.375000 Penalty: 4463.566406
	Iteration 20F: 3 clusters Score -939430.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -939530.000000 Penalty: 4463.566406
	Iteration 21Q: 3 clusters Score -939530 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -939608.437500 Penalty: 4463.566406
	Iteration 22Q: 3 clusters Score -939608.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -939658.187500 Penalty: 4463.566406
	Iteration 23Q: 3 clusters Score -939658.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -939700.750000 Penalty: 4463.566406
	Iteration 24Q: 3 clusters Score -939700.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -939735.875000 Penalty: 4463.566406
	Iteration 25Q: 3 clusters Score -939735.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -939761.125000 Penalty: 4463.566406
	Iteration 26Q: 3 clusters Score -939761.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -939777.937500 Penalty: 4463.566406
	Iteration 27Q: 3 clusters Score -939777.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -939788.875000 Penalty: 4463.566406
	Iteration 28Q: 3 clusters Score -939788.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -939797.875000 Penalty: 4463.566406
	Iteration 29Q: 3 clusters Score -939797.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -939802.937500 Penalty: 4463.566406
	Iteration 30Q: 3 clusters Score -939802.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -939813.500000 Penalty: 4463.566406
	Iteration 31Q: 3 clusters Score -939813.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -939819.437500 Penalty: 4463.566406
	Iteration 32Q: 3 clusters Score -939819.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -939829.000000 Penalty: 4463.566406
	Iteration 33Q: 3 clusters Score -939829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -939832.812500 Penalty: 4463.566406
	Iteration 34Q: 3 clusters Score -939832.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -939840.187500 Penalty: 4463.566406
	Iteration 35Q: 3 clusters Score -939840.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -939844.625000 Penalty: 4463.566406
	Iteration 36Q: 3 clusters Score -939844.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -939862.562500 Penalty: 4463.566406
	Iteration 37Q: 3 clusters Score -939862.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -939870.187500 Penalty: 4463.566406
	Iteration 38Q: 3 clusters Score -939870.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -939878.312500 Penalty: 4463.566406
	Iteration 39Q: 3 clusters Score -939878.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -939889.625000 Penalty: 4463.566406
	Iteration 40F: 3 clusters Score -939889.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -939901.312500 Penalty: 4463.566406
	Iteration 41Q: 3 clusters Score -939901.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -939910.875000 Penalty: 4463.566406
	Iteration 42Q: 3 clusters Score -939910.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -939917.312500 Penalty: 4463.566406
	Iteration 43Q: 3 clusters Score -939917.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -939925.437500 Penalty: 4463.566406
	Iteration 44Q: 3 clusters Score -939925.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -939932.750000 Penalty: 4463.566406
	Iteration 45Q: 3 clusters Score -939932.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -939940.187500 Penalty: 4463.566406
	Iteration 46Q: 3 clusters Score -939940.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -939946.437500 Penalty: 4463.566406
	Iteration 47Q: 3 clusters Score -939946.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -939952.937500 Penalty: 4463.566406
	Iteration 48Q: 3 clusters Score -939952.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -939960.562500 Penalty: 4463.566406
	Iteration 49Q: 3 clusters Score -939960.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -939965.687500 Penalty: 4463.566406
	Iteration 50Q: 3 clusters Score -939965.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -939967.562500 Penalty: 4463.566406
	Iteration 51Q: 3 clusters Score -939967.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -939971.125000 Penalty: 4463.566406
	Iteration 52Q: 3 clusters Score -939971.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -939973.687500 Penalty: 4463.566406
	Iteration 53Q: 3 clusters Score -939973.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -939979.562500 Penalty: 4463.566406
	Iteration 54Q: 3 clusters Score -939979.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -939982.250000 Penalty: 4463.566406
	Iteration 55Q: 3 clusters Score -939982.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -939984.625000 Penalty: 4463.566406
	Iteration 56Q: 3 clusters Score -939984.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -939986.125000 Penalty: 4463.566406
	Iteration 57Q: 3 clusters Score -939986.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -939987.625000 Penalty: 4463.566406
	Iteration 58Q: 3 clusters Score -939987.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -939988.312500 Penalty: 4463.566406
	Iteration 59Q: 3 clusters Score -939988.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -939991.187500 Penalty: 4463.566406
	Iteration 60F: 3 clusters Score -939991.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -939996.562500 Penalty: 4463.566406
	Iteration 61Q: 3 clusters Score -939996.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -940000.437500 Penalty: 4463.566406
	Iteration 62Q: 3 clusters Score -940000.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -940003.625000 Penalty: 4463.566406
	Iteration 63Q: 3 clusters Score -940003.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -940008.750000 Penalty: 4463.566406
	Iteration 64Q: 3 clusters Score -940008.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -940010.562500 Penalty: 4463.566406
	Iteration 65Q: 3 clusters Score -940010.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -940012.250000 Penalty: 4463.566406
	Iteration 66Q: 3 clusters Score -940012.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -940015.812500 Penalty: 4463.566406
	Iteration 67Q: 3 clusters Score -940015.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -940016.937500 Penalty: 4463.566406
	Iteration 68Q: 3 clusters Score -940016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -940020.125000 Penalty: 4463.566406
	Iteration 69Q: 3 clusters Score -940020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -940020.875000 Penalty: 4463.566406
	Iteration 70Q: 3 clusters Score -940020.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -940023.437500 Penalty: 4463.566406
	Iteration 71Q: 3 clusters Score -940023.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -940023.937500 Penalty: 4463.566406
	Iteration 72Q: 3 clusters Score -940023.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -940024.937500 Penalty: 4463.566406
	Iteration 73Q: 3 clusters Score -940024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -940027.312500 Penalty: 4463.566406
	Iteration 74Q: 3 clusters Score -940027.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -940027.687500 Penalty: 4463.566406
	Iteration 75Q: 3 clusters Score -940027.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -940030.437500 Penalty: 4463.566406
	Iteration 76Q: 3 clusters Score -940030.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -940031.937500 Penalty: 4463.566406
	Iteration 77Q: 3 clusters Score -940031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -940034.625000 Penalty: 4463.566406
	Iteration 78Q: 3 clusters Score -940034.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -940036.937500 Penalty: 4463.566406
	Iteration 79Q: 3 clusters Score -940036.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -940038.000000 Penalty: 4463.566406
	Iteration 80F: 3 clusters Score -940038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -940037.062500 Penalty: 4463.566406
	Iteration 81Q: 3 clusters Score -940037.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -940040.312500 Penalty: 4463.566406
	Iteration 82Q: 3 clusters Score -940040.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -940042.937500 Penalty: 4463.566406
	Iteration 83Q: 3 clusters Score -940042.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -940046.937500 Penalty: 4463.566406
	Iteration 84Q: 3 clusters Score -940046.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -940048.062500 Penalty: 4463.566406
	Iteration 85Q: 3 clusters Score -940048.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -940054.250000 Penalty: 4463.566406
	Iteration 86Q: 3 clusters Score -940054.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -940059.000000 Penalty: 4463.566406
	Iteration 87Q: 3 clusters Score -940059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -940061.312500 Penalty: 4463.566406
	Iteration 88Q: 3 clusters Score -940061.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -940066.812500 Penalty: 4463.566406
	Iteration 89Q: 3 clusters Score -940066.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -940071.250000 Penalty: 4463.566406
	Iteration 90Q: 3 clusters Score -940071.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -940077.312500 Penalty: 4463.566406
	Iteration 91Q: 3 clusters Score -940077.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -940089.625000 Penalty: 4463.566406
	Iteration 92Q: 3 clusters Score -940089.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -940099.812500 Penalty: 4463.566406
	Iteration 93Q: 3 clusters Score -940099.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -940110.750000 Penalty: 4463.566406
	Iteration 94Q: 3 clusters Score -940110.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -940127.812500 Penalty: 4463.566406
	Iteration 95Q: 3 clusters Score -940127.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -940147.625000 Penalty: 4463.566406
	Iteration 96Q: 3 clusters Score -940147.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -940171.875000 Penalty: 4463.566406
	Iteration 97Q: 3 clusters Score -940171.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -940197.875000 Penalty: 4463.566406
	Iteration 98Q: 3 clusters Score -940197.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -940223.750000 Penalty: 4463.566406
	Iteration 99Q: 3 clusters Score -940223.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -940258.375000 Penalty: 4463.566406
	Iteration 100F: 3 clusters Score -940258.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -940289.562500 Penalty: 4463.566406
	Iteration 101Q: 3 clusters Score -940289.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -940317.562500 Penalty: 4463.566406
	Iteration 102Q: 3 clusters Score -940317.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -940347.875000 Penalty: 4463.566406
	Iteration 103Q: 3 clusters Score -940347.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -940375.437500 Penalty: 4463.566406
	Iteration 104Q: 3 clusters Score -940375.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -940393.187500 Penalty: 4463.566406
	Iteration 105Q: 3 clusters Score -940393.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -940417.062500 Penalty: 4463.566406
	Iteration 106Q: 3 clusters Score -940417.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -940439.875000 Penalty: 4463.566406
	Iteration 107Q: 3 clusters Score -940439.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -940460.312500 Penalty: 4463.566406
	Iteration 108Q: 3 clusters Score -940460.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -940478.375000 Penalty: 4463.566406
	Iteration 109Q: 3 clusters Score -940478.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -940489.062500 Penalty: 4463.566406
	Iteration 110Q: 3 clusters Score -940489.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -940498.812500 Penalty: 4463.566406
	Iteration 111Q: 3 clusters Score -940498.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -940510.562500 Penalty: 4463.566406
	Iteration 112Q: 3 clusters Score -940510.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -940518.375000 Penalty: 4463.566406
	Iteration 113Q: 3 clusters Score -940518.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -940528.312500 Penalty: 4463.566406
	Iteration 114Q: 3 clusters Score -940528.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -940535.875000 Penalty: 4463.566406
	Iteration 115Q: 3 clusters Score -940535.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -940545.937500 Penalty: 4463.566406
	Iteration 116Q: 3 clusters Score -940545.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -940549.187500 Penalty: 4463.566406
	Iteration 117Q: 3 clusters Score -940549.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -940558.125000 Penalty: 4463.566406
	Iteration 118Q: 3 clusters Score -940558.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -940561.875000 Penalty: 4463.566406
	Iteration 119Q: 3 clusters Score -940561.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -940567.250000 Penalty: 4463.566406
	Iteration 120F: 3 clusters Score -940567.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -940567.500000 Penalty: 4463.566406
	Iteration 121Q: 3 clusters Score -940567.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -940570.875000 Penalty: 4463.566406
	Iteration 122Q: 3 clusters Score -940570.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -940574.437500 Penalty: 4463.566406
	Iteration 123Q: 3 clusters Score -940574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -940574.187500 Penalty: 4463.566406
	Iteration 124Q: 3 clusters Score -940574.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -940575.187500 Penalty: 4463.566406
	Iteration 125Q: 3 clusters Score -940575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -940574.375000 Penalty: 4463.566406
	Iteration 126Q: 3 clusters Score -940574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -940579.187500 Penalty: 4463.566406
	Iteration 127Q: 3 clusters Score -940579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -940578.562500 Penalty: 4463.566406
	Iteration 128Q: 3 clusters Score -940578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -940577.750000 Penalty: 4463.566406
	Iteration 129Q: 3 clusters Score -940577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -940577.750000 Penalty: 4463.566406
	Iteration 130F: 3 clusters Score -940577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Entering Unmasked Estep 
Score: -1766253.250000 Penalty: 2383.559814
	Iteration 0F: 2 clusters Score -1766253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1755458.000000 Penalty: 4767.119629
	Iteration 0F: 3 clusters Score -1755458 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1758886.500000 Penalty: 4767.119629
	Iteration 1F: 3 clusters Score -1758886 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1759242.625000 Penalty: 4767.119629
	Iteration 2F: 3 clusters Score -1759243 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1759501.125000 Penalty: 4767.119629
	Iteration 3Q: 3 clusters Score -1759501 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1759717.750000 Penalty: 4767.119629
	Iteration 4Q: 3 clusters Score -1759718 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1759907.750000 Penalty: 4767.119629
	Iteration 5Q: 3 clusters Score -1759908 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1760090.500000 Penalty: 4767.119629
	Iteration 6Q: 3 clusters Score -1760090 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1760288.500000 Penalty: 4767.119629
	Iteration 7Q: 3 clusters Score -1760288 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1760503.000000 Penalty: 4767.119629
	Iteration 8Q: 3 clusters Score -1760503 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1760748.125000 Penalty: 4767.119629
	Iteration 9Q: 3 clusters Score -1760748 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1761030.750000 Penalty: 4767.119629
	Iteration 10Q: 3 clusters Score -1761031 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1761370.875000 Penalty: 4767.119629
	Iteration 11Q: 3 clusters Score -1761371 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1761786.375000 Penalty: 4767.119629
	Iteration 12Q: 3 clusters Score -1761786 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1762260.750000 Penalty: 4767.119629
	Iteration 13Q: 3 clusters Score -1762261 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1762692.750000 Penalty: 4767.119629
	Iteration 14Q: 3 clusters Score -1762693 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1763084.250000 Penalty: 4767.119629
	Iteration 15Q: 3 clusters Score -1763084 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1763389.875000 Penalty: 4767.119629
	Iteration 16Q: 3 clusters Score -1763390 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1763656.875000 Penalty: 4767.119629
	Iteration 17Q: 3 clusters Score -1763657 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1763825.250000 Penalty: 4767.119629
	Iteration 18Q: 3 clusters Score -1763825 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1763934.500000 Penalty: 4767.119629
	Iteration 19Q: 3 clusters Score -1763934 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1764010.875000 Penalty: 4767.119629
	Iteration 20F: 3 clusters Score -1764011 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1764058.750000 Penalty: 4767.119629
	Iteration 21Q: 3 clusters Score -1764059 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1764099.625000 Penalty: 4767.119629
	Iteration 22Q: 3 clusters Score -1764100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1764136.500000 Penalty: 4767.119629
	Iteration 23Q: 3 clusters Score -1764136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1764159.625000 Penalty: 4767.119629
	Iteration 24Q: 3 clusters Score -1764160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1764187.125000 Penalty: 4767.119629
	Iteration 25Q: 3 clusters Score -1764187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1764200.250000 Penalty: 4767.119629
	Iteration 26Q: 3 clusters Score -1764200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1764216.625000 Penalty: 4767.119629
	Iteration 27Q: 3 clusters Score -1764217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1764230.625000 Penalty: 4767.119629
	Iteration 28Q: 3 clusters Score -1764231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1764250.625000 Penalty: 4767.119629
	Iteration 29Q: 3 clusters Score -1764251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1764260.750000 Penalty: 4767.119629
	Iteration 30Q: 3 clusters Score -1764261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1764267.250000 Penalty: 4767.119629
	Iteration 31Q: 3 clusters Score -1764267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1764271.625000 Penalty: 4767.119629
	Iteration 32Q: 3 clusters Score -1764272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1764277.375000 Penalty: 4767.119629
	Iteration 33Q: 3 clusters Score -1764277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1764280.000000 Penalty: 4767.119629
	Iteration 34Q: 3 clusters Score -1764280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1764284.250000 Penalty: 4767.119629
	Iteration 35Q: 3 clusters Score -1764284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1764286.500000 Penalty: 4767.119629
	Iteration 36Q: 3 clusters Score -1764286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1764286.500000 Penalty: 4767.119629
	Iteration 37F: 3 clusters Score -1764286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Entering Unmasked Estep 
Score: -5100214.000000 Penalty: 2657.896484
	Iteration 0F: 2 clusters Score -5100214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -5069802.000000 Penalty: 5315.792969
	Iteration 0F: 3 clusters Score -5069802 nChanged 20729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -5082034.000000 Penalty: 5315.792969
	Iteration 1F: 3 clusters Score -5082034 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5083593.000000 Penalty: 5315.792969
	Iteration 2F: 3 clusters Score -5083593 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -5085418.000000 Penalty: 5315.792969
	Iteration 3F: 3 clusters Score -5085418 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -5087158.000000 Penalty: 5315.792969
	Iteration 4F: 3 clusters Score -5087158 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -5088818.000000 Penalty: 5315.792969
	Iteration 5F: 3 clusters Score -5088818 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -5090441.000000 Penalty: 5315.792969
	Iteration 6F: 3 clusters Score -5090441 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -5091869.500000 Penalty: 5315.792969
	Iteration 7F: 3 clusters Score -5091870 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -5093041.500000 Penalty: 5315.792969
	Iteration 8Q: 3 clusters Score -5093042 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -5093995.000000 Penalty: 5315.792969
	Iteration 9Q: 3 clusters Score -5093995 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -5094870.000000 Penalty: 5315.792969
	Iteration 10Q: 3 clusters Score -5094870 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -5095855.500000 Penalty: 5315.792969
	Iteration 11Q: 3 clusters Score -5095856 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -5096855.000000 Penalty: 5315.792969
	Iteration 12Q: 3 clusters Score -5096855 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -5098023.000000 Penalty: 5315.792969
	Iteration 13Q: 3 clusters Score -5098023 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -5099091.000000 Penalty: 5315.792969
	Iteration 14Q: 3 clusters Score -5099091 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -5099639.500000 Penalty: 5315.792969
	Iteration 15Q: 3 clusters Score -5099640 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5099901.000000 Penalty: 5315.792969
	Iteration 16Q: 3 clusters Score -5099901 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5100028.500000 Penalty: 5315.792969
	Iteration 17Q: 3 clusters Score -5100028 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -5100105.500000 Penalty: 5315.792969
	Iteration 18Q: 3 clusters Score -5100106 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5100146.500000 Penalty: 5315.792969
	Iteration 19Q: 3 clusters Score -5100146 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5100176.500000 Penalty: 5315.792969
	Iteration 20F: 3 clusters Score -5100176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5100201.500000 Penalty: 5315.792969
	Iteration 21Q: 3 clusters Score -5100202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5100223.000000 Penalty: 5315.792969
	Iteration 22Q: 3 clusters Score -5100223 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5100242.000000 Penalty: 5315.792969
	Iteration 23Q: 3 clusters Score -5100242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5100240.500000 Penalty: 5315.792969
	Iteration 24Q: 3 clusters Score -5100240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5100257.000000 Penalty: 5315.792969
	Iteration 25Q: 3 clusters Score -5100257 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5100267.500000 Penalty: 5315.792969
	Iteration 26Q: 3 clusters Score -5100268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5100271.000000 Penalty: 5315.792969
	Iteration 27Q: 3 clusters Score -5100271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5100290.500000 Penalty: 5315.792969
	Iteration 28Q: 3 clusters Score -5100290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5100302.000000 Penalty: 5315.792969
	Iteration 29Q: 3 clusters Score -5100302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5100296.000000 Penalty: 5315.792969
	Iteration 30Q: 3 clusters Score -5100296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5100285.500000 Penalty: 5315.792969
	Iteration 31Q: 3 clusters Score -5100286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5100292.500000 Penalty: 5315.792969
	Iteration 32Q: 3 clusters Score -5100292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5100295.000000 Penalty: 5315.792969
	Iteration 33Q: 3 clusters Score -5100295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5100298.500000 Penalty: 5315.792969
	Iteration 34Q: 3 clusters Score -5100298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5100300.000000 Penalty: 5315.792969
	Iteration 35Q: 3 clusters Score -5100300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5100299.500000 Penalty: 5315.792969
	Iteration 36Q: 3 clusters Score -5100300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5100299.500000 Penalty: 5315.792969
	Iteration 37Q: 3 clusters Score -5100300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5100290.000000 Penalty: 5315.792969
	Iteration 38Q: 3 clusters Score -5100290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5100295.500000 Penalty: 5315.792969
	Iteration 39Q: 3 clusters Score -5100296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5100298.500000 Penalty: 5315.792969
	Iteration 40F: 3 clusters Score -5100298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5100303.000000 Penalty: 5315.792969
	Iteration 41Q: 3 clusters Score -5100303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5100305.500000 Penalty: 5315.792969
	Iteration 42Q: 3 clusters Score -5100306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5100302.500000 Penalty: 5315.792969
	Iteration 43Q: 3 clusters Score -5100302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5100302.500000 Penalty: 5315.792969
	Iteration 44Q: 3 clusters Score -5100302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5100308.000000 Penalty: 5315.792969
	Iteration 45Q: 3 clusters Score -5100308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5100308.000000 Penalty: 5315.792969
	Iteration 46F: 3 clusters Score -5100308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 26881 members 
Mstep: Class 4 contains 8096 members 
Mstep: Class 5 contains 14930 members 
Mstep: Class 6 contains 43115 members 
Mstep: Class 7 contains 291089 members 
Mstep: Class 8 contains 188669 members 
Mstep: Class 9 contains 2016 members 
Mstep: Class 12 contains 16672 members 
Mstep: Class 15 contains 28926 members 
Mstep: Class 19 contains 24853 members 
Entering Unmasked Estep 
Score: -74633672.000000 Penalty: 39842.535156
Splitting cluster 6 changes total score from -74633880.000000 to -74633672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (291089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291089 members 
Entering Unmasked Estep 
Score: -33670500.000000 Penalty: 3120.183350
	Iteration 0F: 2 clusters Score -3.36705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 145366 members 
Entering Unmasked Estep 
Score: -33498022.000000 Penalty: 6240.366699
	Iteration 0F: 3 clusters Score -3.349802e+07 nChanged 141084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148639 members 
Mstep: Class 2 contains 142450 members 
Entering Unmasked Estep 
Score: -33582220.000000 Penalty: 6240.366699
	Iteration 1F: 3 clusters Score -3.358222e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 140336 members 
Entering Unmasked Estep 
Score: -33584044.000000 Penalty: 6240.366699
	Iteration 2Q: 3 clusters Score -3.358404e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154196 members 
Mstep: Class 2 contains 136893 members 
Entering Unmasked Estep 
Score: -33586376.000000 Penalty: 6240.366699
	Iteration 3Q: 3 clusters Score -3.358638e+07 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159610 members 
Mstep: Class 2 contains 131479 members 
Entering Unmasked Estep 
Score: -33590044.000000 Penalty: 6240.366699
	Iteration 4Q: 3 clusters Score -3.359004e+07 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167622 members 
Mstep: Class 2 contains 123467 members 
Entering Unmasked Estep 
Score: -33595940.000000 Penalty: 6240.366699
	Iteration 5Q: 3 clusters Score -3.359594e+07 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178414 members 
Mstep: Class 2 contains 112675 members 
Entering Unmasked Estep 
Score: -33604844.000000 Penalty: 6240.366699
	Iteration 6F: 3 clusters Score -3.360484e+07 nChanged 18171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191043 members 
Mstep: Class 2 contains 100046 members 
Entering Unmasked Estep 
Score: -33616236.000000 Penalty: 6240.366699
	Iteration 7F: 3 clusters Score -3.361624e+07 nChanged 19587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202666 members 
Mstep: Class 2 contains 88423 members 
Entering Unmasked Estep 
Score: -33629644.000000 Penalty: 6240.366699
	Iteration 8F: 3 clusters Score -3.362964e+07 nChanged 17762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210660 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -33640512.000000 Penalty: 6240.366699
	Iteration 9F: 3 clusters Score -3.364051e+07 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214551 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -33646832.000000 Penalty: 6240.366699
	Iteration 10Q: 3 clusters Score -3.364683e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216343 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -33649440.000000 Penalty: 6240.366699
	Iteration 11Q: 3 clusters Score -3.364944e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217432 members 
Mstep: Class 2 contains 73657 members 
Entering Unmasked Estep 
Score: -33650128.000000 Penalty: 6240.366699
	Iteration 12Q: 3 clusters Score -3.365013e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218224 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -33650292.000000 Penalty: 6240.366699
	Iteration 13Q: 3 clusters Score -3.365029e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218845 members 
Mstep: Class 2 contains 72244 members 
Entering Unmasked Estep 
Score: -33650156.000000 Penalty: 6240.366699
	Iteration 14Q: 3 clusters Score -3.365016e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219311 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -33650052.000000 Penalty: 6240.366699
	Iteration 15Q: 3 clusters Score -3.365005e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219659 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -33649932.000000 Penalty: 6240.366699
	Iteration 16Q: 3 clusters Score -3.364993e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219906 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -33649928.000000 Penalty: 6240.366699
	Iteration 17Q: 3 clusters Score -3.364993e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220094 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -33649792.000000 Penalty: 6240.366699
	Iteration 18Q: 3 clusters Score -3.364979e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220180 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -33649724.000000 Penalty: 6240.366699
	Iteration 19Q: 3 clusters Score -3.364972e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220186 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
Score: -33649676.000000 Penalty: 6240.366699
	Iteration 20F: 3 clusters Score -3.364968e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220163 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -33649472.000000 Penalty: 6240.366699
	Iteration 21Q: 3 clusters Score -3.364947e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220089 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -33649368.000000 Penalty: 6240.366699
	Iteration 22Q: 3 clusters Score -3.364937e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219993 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -33649388.000000 Penalty: 6240.366699
	Iteration 23Q: 3 clusters Score -3.364939e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219857 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -33649504.000000 Penalty: 6240.366699
	Iteration 24Q: 3 clusters Score -3.36495e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219695 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -33649508.000000 Penalty: 6240.366699
	Iteration 25Q: 3 clusters Score -3.364951e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219493 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -33649504.000000 Penalty: 6240.366699
	Iteration 26Q: 3 clusters Score -3.36495e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219263 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
Score: -33649404.000000 Penalty: 6240.366699
	Iteration 27Q: 3 clusters Score -3.36494e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219002 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -33649388.000000 Penalty: 6240.366699
	Iteration 28Q: 3 clusters Score -3.364939e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218673 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
Score: -33649400.000000 Penalty: 6240.366699
	Iteration 29Q: 3 clusters Score -3.36494e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218298 members 
Mstep: Class 2 contains 72791 members 
Entering Unmasked Estep 
Score: -33649396.000000 Penalty: 6240.366699
	Iteration 30Q: 3 clusters Score -3.36494e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217901 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -33649396.000000 Penalty: 6240.366699
	Iteration 31Q: 3 clusters Score -3.36494e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217452 members 
Mstep: Class 2 contains 73637 members 
Entering Unmasked Estep 
Score: -33649372.000000 Penalty: 6240.366699
	Iteration 32Q: 3 clusters Score -3.364937e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216953 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -33649316.000000 Penalty: 6240.366699
	Iteration 33Q: 3 clusters Score -3.364932e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216421 members 
Mstep: Class 2 contains 74668 members 
Entering Unmasked Estep 
Score: -33649328.000000 Penalty: 6240.366699
	Iteration 34Q: 3 clusters Score -3.364933e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215858 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -33649388.000000 Penalty: 6240.366699
	Iteration 35Q: 3 clusters Score -3.364939e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215293 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -33649332.000000 Penalty: 6240.366699
	Iteration 36Q: 3 clusters Score -3.364933e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214728 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -33649376.000000 Penalty: 6240.366699
	Iteration 37Q: 3 clusters Score -3.364938e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214114 members 
Mstep: Class 2 contains 76975 members 
Entering Unmasked Estep 
Score: -33649336.000000 Penalty: 6240.366699
	Iteration 38Q: 3 clusters Score -3.364934e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213444 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -33649380.000000 Penalty: 6240.366699
	Iteration 39Q: 3 clusters Score -3.364938e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212750 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -33649436.000000 Penalty: 6240.366699
	Iteration 40F: 3 clusters Score -3.364944e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212085 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -33649488.000000 Penalty: 6240.366699
	Iteration 41Q: 3 clusters Score -3.364949e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211391 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -33649440.000000 Penalty: 6240.366699
	Iteration 42Q: 3 clusters Score -3.364944e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210723 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -33649468.000000 Penalty: 6240.366699
	Iteration 43Q: 3 clusters Score -3.364947e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210067 members 
Mstep: Class 2 contains 81022 members 
Entering Unmasked Estep 
Score: -33649384.000000 Penalty: 6240.366699
	Iteration 44Q: 3 clusters Score -3.364938e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209343 members 
Mstep: Class 2 contains 81746 members 
Entering Unmasked Estep 
Score: -33649544.000000 Penalty: 6240.366699
	Iteration 45Q: 3 clusters Score -3.364954e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208622 members 
Mstep: Class 2 contains 82467 members 
Entering Unmasked Estep 
Score: -33649640.000000 Penalty: 6240.366699
	Iteration 46Q: 3 clusters Score -3.364964e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207943 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -33649512.000000 Penalty: 6240.366699
	Iteration 47Q: 3 clusters Score -3.364951e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207208 members 
Mstep: Class 2 contains 83881 members 
Entering Unmasked Estep 
Score: -33649568.000000 Penalty: 6240.366699
	Iteration 48Q: 3 clusters Score -3.364957e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206476 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -33649560.000000 Penalty: 6240.366699
	Iteration 49Q: 3 clusters Score -3.364956e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205649 members 
Mstep: Class 2 contains 85440 members 
Entering Unmasked Estep 
Score: -33649680.000000 Penalty: 6240.366699
	Iteration 50Q: 3 clusters Score -3.364968e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204815 members 
Mstep: Class 2 contains 86274 members 
Entering Unmasked Estep 
Score: -33649672.000000 Penalty: 6240.366699
	Iteration 51Q: 3 clusters Score -3.364967e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203961 members 
Mstep: Class 2 contains 87128 members 
Entering Unmasked Estep 
Score: -33649804.000000 Penalty: 6240.366699
	Iteration 52Q: 3 clusters Score -3.36498e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203124 members 
Mstep: Class 2 contains 87965 members 
Entering Unmasked Estep 
Score: -33649908.000000 Penalty: 6240.366699
	Iteration 53Q: 3 clusters Score -3.364991e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202299 members 
Mstep: Class 2 contains 88790 members 
Entering Unmasked Estep 
Score: -33649964.000000 Penalty: 6240.366699
	Iteration 54Q: 3 clusters Score -3.364996e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201472 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -33649996.000000 Penalty: 6240.366699
	Iteration 55Q: 3 clusters Score -3.365e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200657 members 
Mstep: Class 2 contains 90432 members 
Entering Unmasked Estep 
Score: -33650104.000000 Penalty: 6240.366699
	Iteration 56Q: 3 clusters Score -3.36501e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199833 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -33650072.000000 Penalty: 6240.366699
	Iteration 57Q: 3 clusters Score -3.365007e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199010 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -33650020.000000 Penalty: 6240.366699
	Iteration 58Q: 3 clusters Score -3.365002e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198162 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
Score: -33650200.000000 Penalty: 6240.366699
	Iteration 59Q: 3 clusters Score -3.36502e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197302 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -33650268.000000 Penalty: 6240.366699
	Iteration 60F: 3 clusters Score -3.365027e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196486 members 
Mstep: Class 2 contains 94603 members 
Entering Unmasked Estep 
Score: -33650348.000000 Penalty: 6240.366699
	Iteration 61Q: 3 clusters Score -3.365035e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195632 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -33650408.000000 Penalty: 6240.366699
	Iteration 62Q: 3 clusters Score -3.365041e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194808 members 
Mstep: Class 2 contains 96281 members 
Entering Unmasked Estep 
Score: -33650504.000000 Penalty: 6240.366699
	Iteration 63Q: 3 clusters Score -3.36505e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194032 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -33650596.000000 Penalty: 6240.366699
	Iteration 64Q: 3 clusters Score -3.36506e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193233 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
Score: -33650580.000000 Penalty: 6240.366699
	Iteration 65Q: 3 clusters Score -3.365058e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192434 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -33650656.000000 Penalty: 6240.366699
	Iteration 66Q: 3 clusters Score -3.365066e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191618 members 
Mstep: Class 2 contains 99471 members 
Entering Unmasked Estep 
Score: -33650632.000000 Penalty: 6240.366699
	Iteration 67Q: 3 clusters Score -3.365063e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190767 members 
Mstep: Class 2 contains 100322 members 
Entering Unmasked Estep 
Score: -33650708.000000 Penalty: 6240.366699
	Iteration 68Q: 3 clusters Score -3.365071e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189914 members 
Mstep: Class 2 contains 101175 members 
Entering Unmasked Estep 
Score: -33650808.000000 Penalty: 6240.366699
	Iteration 69Q: 3 clusters Score -3.365081e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189060 members 
Mstep: Class 2 contains 102029 members 
Entering Unmasked Estep 
Score: -33650868.000000 Penalty: 6240.366699
	Iteration 70Q: 3 clusters Score -3.365087e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188230 members 
Mstep: Class 2 contains 102859 members 
Entering Unmasked Estep 
Score: -33650972.000000 Penalty: 6240.366699
	Iteration 71Q: 3 clusters Score -3.365097e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187411 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -33651112.000000 Penalty: 6240.366699
	Iteration 72Q: 3 clusters Score -3.365111e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186657 members 
Mstep: Class 2 contains 104432 members 
Entering Unmasked Estep 
Score: -33651276.000000 Penalty: 6240.366699
	Iteration 73Q: 3 clusters Score -3.365128e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186026 members 
Mstep: Class 2 contains 105063 members 
Entering Unmasked Estep 
Score: -33651440.000000 Penalty: 6240.366699
	Iteration 74Q: 3 clusters Score -3.365144e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185459 members 
Mstep: Class 2 contains 105630 members 
Entering Unmasked Estep 
Score: -33651540.000000 Penalty: 6240.366699
	Iteration 75Q: 3 clusters Score -3.365154e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184988 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -33651636.000000 Penalty: 6240.366699
	Iteration 76Q: 3 clusters Score -3.365164e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184560 members 
Mstep: Class 2 contains 106529 members 
Entering Unmasked Estep 
Score: -33651740.000000 Penalty: 6240.366699
	Iteration 77Q: 3 clusters Score -3.365174e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184101 members 
Mstep: Class 2 contains 106988 members 
Entering Unmasked Estep 
Score: -33651988.000000 Penalty: 6240.366699
	Iteration 78Q: 3 clusters Score -3.365199e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183708 members 
Mstep: Class 2 contains 107381 members 
Entering Unmasked Estep 
Score: -33652112.000000 Penalty: 6240.366699
	Iteration 79Q: 3 clusters Score -3.365211e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183376 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -33652316.000000 Penalty: 6240.366699
	Iteration 80F: 3 clusters Score -3.365232e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183086 members 
Mstep: Class 2 contains 108003 members 
Entering Unmasked Estep 
Score: -33652488.000000 Penalty: 6240.366699
	Iteration 81Q: 3 clusters Score -3.365249e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182860 members 
Mstep: Class 2 contains 108229 members 
Entering Unmasked Estep 
Score: -33652612.000000 Penalty: 6240.366699
	Iteration 82Q: 3 clusters Score -3.365261e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182683 members 
Mstep: Class 2 contains 108406 members 
Entering Unmasked Estep 
Score: -33652732.000000 Penalty: 6240.366699
	Iteration 83Q: 3 clusters Score -3.365273e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182541 members 
Mstep: Class 2 contains 108548 members 
Entering Unmasked Estep 
Score: -33652888.000000 Penalty: 6240.366699
	Iteration 84Q: 3 clusters Score -3.365289e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182394 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -33652912.000000 Penalty: 6240.366699
	Iteration 85Q: 3 clusters Score -3.365291e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182258 members 
Mstep: Class 2 contains 108831 members 
Entering Unmasked Estep 
Score: -33653016.000000 Penalty: 6240.366699
	Iteration 86Q: 3 clusters Score -3.365302e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182100 members 
Mstep: Class 2 contains 108989 members 
Entering Unmasked Estep 
Score: -33653068.000000 Penalty: 6240.366699
	Iteration 87Q: 3 clusters Score -3.365307e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181924 members 
Mstep: Class 2 contains 109165 members 
Entering Unmasked Estep 
Score: -33653200.000000 Penalty: 6240.366699
	Iteration 88Q: 3 clusters Score -3.36532e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181775 members 
Mstep: Class 2 contains 109314 members 
Entering Unmasked Estep 
Score: -33653248.000000 Penalty: 6240.366699
	Iteration 89Q: 3 clusters Score -3.365325e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181663 members 
Mstep: Class 2 contains 109426 members 
Entering Unmasked Estep 
Score: -33653252.000000 Penalty: 6240.366699
	Iteration 90Q: 3 clusters Score -3.365325e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181530 members 
Mstep: Class 2 contains 109559 members 
Entering Unmasked Estep 
Score: -33653332.000000 Penalty: 6240.366699
	Iteration 91Q: 3 clusters Score -3.365333e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181415 members 
Mstep: Class 2 contains 109674 members 
Entering Unmasked Estep 
Score: -33653372.000000 Penalty: 6240.366699
	Iteration 92Q: 3 clusters Score -3.365337e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181317 members 
Mstep: Class 2 contains 109772 members 
Entering Unmasked Estep 
Score: -33653464.000000 Penalty: 6240.366699
	Iteration 93Q: 3 clusters Score -3.365346e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181218 members 
Mstep: Class 2 contains 109871 members 
Entering Unmasked Estep 
Score: -33653668.000000 Penalty: 6240.366699
	Iteration 94Q: 3 clusters Score -3.365367e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181111 members 
Mstep: Class 2 contains 109978 members 
Entering Unmasked Estep 
Score: -33653712.000000 Penalty: 6240.366699
	Iteration 95Q: 3 clusters Score -3.365371e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181000 members 
Mstep: Class 2 contains 110089 members 
Entering Unmasked Estep 
Score: -33653876.000000 Penalty: 6240.366699
	Iteration 96Q: 3 clusters Score -3.365388e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180946 members 
Mstep: Class 2 contains 110143 members 
Entering Unmasked Estep 
Score: -33653900.000000 Penalty: 6240.366699
	Iteration 97Q: 3 clusters Score -3.36539e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180847 members 
Mstep: Class 2 contains 110242 members 
Entering Unmasked Estep 
Score: -33654104.000000 Penalty: 6240.366699
	Iteration 98Q: 3 clusters Score -3.36541e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180734 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -33654244.000000 Penalty: 6240.366699
	Iteration 99Q: 3 clusters Score -3.365424e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180633 members 
Mstep: Class 2 contains 110456 members 
Entering Unmasked Estep 
Score: -33654224.000000 Penalty: 6240.366699
	Iteration 100F: 3 clusters Score -3.365422e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180565 members 
Mstep: Class 2 contains 110524 members 
Entering Unmasked Estep 
Score: -33654328.000000 Penalty: 6240.366699
	Iteration 101Q: 3 clusters Score -3.365433e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180473 members 
Mstep: Class 2 contains 110616 members 
Entering Unmasked Estep 
Score: -33654380.000000 Penalty: 6240.366699
	Iteration 102Q: 3 clusters Score -3.365438e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180413 members 
Mstep: Class 2 contains 110676 members 
Entering Unmasked Estep 
Score: -33654424.000000 Penalty: 6240.366699
	Iteration 103Q: 3 clusters Score -3.365442e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180370 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -33654476.000000 Penalty: 6240.366699
	Iteration 104Q: 3 clusters Score -3.365448e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180324 members 
Mstep: Class 2 contains 110765 members 
Entering Unmasked Estep 
Score: -33654524.000000 Penalty: 6240.366699
	Iteration 105Q: 3 clusters Score -3.365452e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180286 members 
Mstep: Class 2 contains 110803 members 
Entering Unmasked Estep 
Score: -33654640.000000 Penalty: 6240.366699
	Iteration 106Q: 3 clusters Score -3.365464e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180234 members 
Mstep: Class 2 contains 110855 members 
Entering Unmasked Estep 
Score: -33654676.000000 Penalty: 6240.366699
	Iteration 107Q: 3 clusters Score -3.365468e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180185 members 
Mstep: Class 2 contains 110904 members 
Entering Unmasked Estep 
Score: -33654656.000000 Penalty: 6240.366699
	Iteration 108Q: 3 clusters Score -3.365466e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180173 members 
Mstep: Class 2 contains 110916 members 
Entering Unmasked Estep 
Score: -33654656.000000 Penalty: 6240.366699
	Iteration 109Q: 3 clusters Score -3.365466e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180169 members 
Mstep: Class 2 contains 110920 members 
Entering Unmasked Estep 
Score: -33654724.000000 Penalty: 6240.366699
	Iteration 110Q: 3 clusters Score -3.365472e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180126 members 
Mstep: Class 2 contains 110963 members 
Entering Unmasked Estep 
Score: -33654772.000000 Penalty: 6240.366699
	Iteration 111Q: 3 clusters Score -3.365477e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180103 members 
Mstep: Class 2 contains 110986 members 
Entering Unmasked Estep 
Score: -33654856.000000 Penalty: 6240.366699
	Iteration 112Q: 3 clusters Score -3.365486e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180104 members 
Mstep: Class 2 contains 110985 members 
Entering Unmasked Estep 
Score: -33654808.000000 Penalty: 6240.366699
	Iteration 113Q: 3 clusters Score -3.365481e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180096 members 
Mstep: Class 2 contains 110993 members 
Entering Unmasked Estep 
Score: -33654824.000000 Penalty: 6240.366699
	Iteration 114Q: 3 clusters Score -3.365482e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180094 members 
Mstep: Class 2 contains 110995 members 
Entering Unmasked Estep 
Score: -33654876.000000 Penalty: 6240.366699
	Iteration 115Q: 3 clusters Score -3.365488e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180085 members 
Mstep: Class 2 contains 111004 members 
Entering Unmasked Estep 
Score: -33654892.000000 Penalty: 6240.366699
	Iteration 116Q: 3 clusters Score -3.365489e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180081 members 
Mstep: Class 2 contains 111008 members 
Entering Unmasked Estep 
Score: -33654904.000000 Penalty: 6240.366699
	Iteration 117Q: 3 clusters Score -3.36549e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180099 members 
Mstep: Class 2 contains 110990 members 
Entering Unmasked Estep 
Score: -33654860.000000 Penalty: 6240.366699
	Iteration 118Q: 3 clusters Score -3.365486e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180116 members 
Mstep: Class 2 contains 110973 members 
Entering Unmasked Estep 
Score: -33654932.000000 Penalty: 6240.366699
	Iteration 119Q: 3 clusters Score -3.365493e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180127 members 
Mstep: Class 2 contains 110962 members 
Entering Unmasked Estep 
Score: -33654904.000000 Penalty: 6240.366699
	Iteration 120F: 3 clusters Score -3.36549e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180141 members 
Mstep: Class 2 contains 110948 members 
Entering Unmasked Estep 
Score: -33654908.000000 Penalty: 6240.366699
	Iteration 121Q: 3 clusters Score -3.365491e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180162 members 
Mstep: Class 2 contains 110927 members 
Entering Unmasked Estep 
Score: -33654928.000000 Penalty: 6240.366699
	Iteration 122Q: 3 clusters Score -3.365493e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180177 members 
Mstep: Class 2 contains 110912 members 
Entering Unmasked Estep 
Score: -33654928.000000 Penalty: 6240.366699
	Iteration 123Q: 3 clusters Score -3.365493e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180191 members 
Mstep: Class 2 contains 110898 members 
Entering Unmasked Estep 
Score: -33654952.000000 Penalty: 6240.366699
	Iteration 124Q: 3 clusters Score -3.365495e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180226 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -33655004.000000 Penalty: 6240.366699
	Iteration 125Q: 3 clusters Score -3.3655e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180252 members 
Mstep: Class 2 contains 110837 members 
Entering Unmasked Estep 
Score: -33655004.000000 Penalty: 6240.366699
	Iteration 126Q: 3 clusters Score -3.3655e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180263 members 
Mstep: Class 2 contains 110826 members 
Entering Unmasked Estep 
Score: -33654964.000000 Penalty: 6240.366699
	Iteration 127Q: 3 clusters Score -3.365496e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180266 members 
Mstep: Class 2 contains 110823 members 
Entering Unmasked Estep 
Score: -33654976.000000 Penalty: 6240.366699
	Iteration 128Q: 3 clusters Score -3.365498e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180256 members 
Mstep: Class 2 contains 110833 members 
Entering Unmasked Estep 
Score: -33655032.000000 Penalty: 6240.366699
	Iteration 129Q: 3 clusters Score -3.365503e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180256 members 
Mstep: Class 2 contains 110833 members 
Entering Unmasked Estep 
Score: -33655016.000000 Penalty: 6240.366699
	Iteration 130Q: 3 clusters Score -3.365502e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180255 members 
Mstep: Class 2 contains 110834 members 
Entering Unmasked Estep 
Score: -33655040.000000 Penalty: 6240.366699
	Iteration 131Q: 3 clusters Score -3.365504e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180254 members 
Mstep: Class 2 contains 110835 members 
Entering Unmasked Estep 
Score: -33654976.000000 Penalty: 6240.366699
	Iteration 132Q: 3 clusters Score -3.365498e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180251 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -33654992.000000 Penalty: 6240.366699
	Iteration 133Q: 3 clusters Score -3.365499e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180243 members 
Mstep: Class 2 contains 110846 members 
Entering Unmasked Estep 
Score: -33654984.000000 Penalty: 6240.366699
	Iteration 134Q: 3 clusters Score -3.365498e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180228 members 
Mstep: Class 2 contains 110861 members 
Entering Unmasked Estep 
Score: -33655012.000000 Penalty: 6240.366699
	Iteration 135Q: 3 clusters Score -3.365501e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180208 members 
Mstep: Class 2 contains 110881 members 
Entering Unmasked Estep 
Score: -33655060.000000 Penalty: 6240.366699
	Iteration 136Q: 3 clusters Score -3.365506e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180191 members 
Mstep: Class 2 contains 110898 members 
Entering Unmasked Estep 
Score: -33655072.000000 Penalty: 6240.366699
	Iteration 137Q: 3 clusters Score -3.365507e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180185 members 
Mstep: Class 2 contains 110904 members 
Entering Unmasked Estep 
Score: -33655028.000000 Penalty: 6240.366699
	Iteration 138Q: 3 clusters Score -3.365503e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180174 members 
Mstep: Class 2 contains 110915 members 
Entering Unmasked Estep 
Score: -33655096.000000 Penalty: 6240.366699
	Iteration 139Q: 3 clusters Score -3.36551e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180162 members 
Mstep: Class 2 contains 110927 members 
Entering Unmasked Estep 
Score: -33655076.000000 Penalty: 6240.366699
	Iteration 140F: 3 clusters Score -3.365508e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180167 members 
Mstep: Class 2 contains 110922 members 
Entering Unmasked Estep 
Score: -33655076.000000 Penalty: 6240.366699
	Iteration 141Q: 3 clusters Score -3.365508e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180168 members 
Mstep: Class 2 contains 110921 members 
Entering Unmasked Estep 
Score: -33655068.000000 Penalty: 6240.366699
	Iteration 142Q: 3 clusters Score -3.365507e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180177 members 
Mstep: Class 2 contains 110912 members 
Entering Unmasked Estep 
Score: -33655068.000000 Penalty: 6240.366699
	Iteration 143Q: 3 clusters Score -3.365507e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180175 members 
Mstep: Class 2 contains 110914 members 
Entering Unmasked Estep 
Score: -33655068.000000 Penalty: 6240.366699
	Iteration 144Q: 3 clusters Score -3.365507e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180186 members 
Mstep: Class 2 contains 110903 members 
Entering Unmasked Estep 
Score: -33655100.000000 Penalty: 6240.366699
	Iteration 145Q: 3 clusters Score -3.36551e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180187 members 
Mstep: Class 2 contains 110902 members 
Entering Unmasked Estep 
Score: -33655108.000000 Penalty: 6240.366699
	Iteration 146Q: 3 clusters Score -3.365511e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180195 members 
Mstep: Class 2 contains 110894 members 
Entering Unmasked Estep 
Score: -33655124.000000 Penalty: 6240.366699
	Iteration 147Q: 3 clusters Score -3.365512e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180210 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -33655148.000000 Penalty: 6240.366699
	Iteration 148Q: 3 clusters Score -3.365515e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180225 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -33655180.000000 Penalty: 6240.366699
	Iteration 149Q: 3 clusters Score -3.365518e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180224 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -33655176.000000 Penalty: 6240.366699
	Iteration 150Q: 3 clusters Score -3.365518e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180232 members 
Mstep: Class 2 contains 110857 members 
Entering Unmasked Estep 
Score: -33655164.000000 Penalty: 6240.366699
	Iteration 151Q: 3 clusters Score -3.365516e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180257 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -33655156.000000 Penalty: 6240.366699
	Iteration 152Q: 3 clusters Score -3.365516e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180276 members 
Mstep: Class 2 contains 110813 members 
Entering Unmasked Estep 
Score: -33655132.000000 Penalty: 6240.366699
	Iteration 153Q: 3 clusters Score -3.365513e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180292 members 
Mstep: Class 2 contains 110797 members 
Entering Unmasked Estep 
Score: -33655156.000000 Penalty: 6240.366699
	Iteration 154Q: 3 clusters Score -3.365516e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180307 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -33655136.000000 Penalty: 6240.366699
	Iteration 155Q: 3 clusters Score -3.365514e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180327 members 
Mstep: Class 2 contains 110762 members 
Entering Unmasked Estep 
Score: -33655148.000000 Penalty: 6240.366699
	Iteration 156Q: 3 clusters Score -3.365515e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180344 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -33655132.000000 Penalty: 6240.366699
	Iteration 157Q: 3 clusters Score -3.365513e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180361 members 
Mstep: Class 2 contains 110728 members 
Entering Unmasked Estep 
Score: -33655124.000000 Penalty: 6240.366699
	Iteration 158Q: 3 clusters Score -3.365512e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180378 members 
Mstep: Class 2 contains 110711 members 
Entering Unmasked Estep 
Score: -33655112.000000 Penalty: 6240.366699
	Iteration 159Q: 3 clusters Score -3.365511e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180408 members 
Mstep: Class 2 contains 110681 members 
Entering Unmasked Estep 
Score: -33655092.000000 Penalty: 6240.366699
	Iteration 160F: 3 clusters Score -3.365509e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180436 members 
Mstep: Class 2 contains 110653 members 
Entering Unmasked Estep 
Score: -33655100.000000 Penalty: 6240.366699
	Iteration 161Q: 3 clusters Score -3.36551e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180455 members 
Mstep: Class 2 contains 110634 members 
Entering Unmasked Estep 
Score: -33655140.000000 Penalty: 6240.366699
	Iteration 162Q: 3 clusters Score -3.365514e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180461 members 
Mstep: Class 2 contains 110628 members 
Entering Unmasked Estep 
Score: -33655140.000000 Penalty: 6240.366699
	Iteration 163Q: 3 clusters Score -3.365514e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180460 members 
Mstep: Class 2 contains 110629 members 
Entering Unmasked Estep 
Score: -33655144.000000 Penalty: 6240.366699
	Iteration 164Q: 3 clusters Score -3.365514e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180459 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -33655152.000000 Penalty: 6240.366699
	Iteration 165Q: 3 clusters Score -3.365515e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180456 members 
Mstep: Class 2 contains 110633 members 
Entering Unmasked Estep 
Score: -33655180.000000 Penalty: 6240.366699
	Iteration 166Q: 3 clusters Score -3.365518e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180457 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -33655196.000000 Penalty: 6240.366699
	Iteration 167Q: 3 clusters Score -3.36552e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180458 members 
Mstep: Class 2 contains 110631 members 
Entering Unmasked Estep 
Score: -33655220.000000 Penalty: 6240.366699
	Iteration 168Q: 3 clusters Score -3.365522e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180467 members 
Mstep: Class 2 contains 110622 members 
Entering Unmasked Estep 
Score: -33655236.000000 Penalty: 6240.366699
	Iteration 169Q: 3 clusters Score -3.365524e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180470 members 
Mstep: Class 2 contains 110619 members 
Entering Unmasked Estep 
Score: -33655244.000000 Penalty: 6240.366699
	Iteration 170Q: 3 clusters Score -3.365524e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180475 members 
Mstep: Class 2 contains 110614 members 
Entering Unmasked Estep 
Score: -33655276.000000 Penalty: 6240.366699
	Iteration 171Q: 3 clusters Score -3.365528e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180476 members 
Mstep: Class 2 contains 110613 members 
Entering Unmasked Estep 
Score: -33655264.000000 Penalty: 6240.366699
	Iteration 172Q: 3 clusters Score -3.365526e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180474 members 
Mstep: Class 2 contains 110615 members 
Entering Unmasked Estep 
Score: -33655236.000000 Penalty: 6240.366699
	Iteration 173Q: 3 clusters Score -3.365524e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180473 members 
Mstep: Class 2 contains 110616 members 
Entering Unmasked Estep 
Score: -33655204.000000 Penalty: 6240.366699
	Iteration 174Q: 3 clusters Score -3.36552e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180479 members 
Mstep: Class 2 contains 110610 members 
Entering Unmasked Estep 
Score: -33655240.000000 Penalty: 6240.366699
	Iteration 175Q: 3 clusters Score -3.365524e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180491 members 
Mstep: Class 2 contains 110598 members 
Entering Unmasked Estep 
Score: -33655224.000000 Penalty: 6240.366699
	Iteration 176Q: 3 clusters Score -3.365522e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180495 members 
Mstep: Class 2 contains 110594 members 
Entering Unmasked Estep 
Score: -33655208.000000 Penalty: 6240.366699
	Iteration 177Q: 3 clusters Score -3.365521e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180490 members 
Mstep: Class 2 contains 110599 members 
Entering Unmasked Estep 
Score: -33655260.000000 Penalty: 6240.366699
	Iteration 178Q: 3 clusters Score -3.365526e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180497 members 
Mstep: Class 2 contains 110592 members 
Entering Unmasked Estep 
Score: -33655252.000000 Penalty: 6240.366699
	Iteration 179Q: 3 clusters Score -3.365525e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180498 members 
Mstep: Class 2 contains 110591 members 
Entering Unmasked Estep 
Score: -33655240.000000 Penalty: 6240.366699
	Iteration 180F: 3 clusters Score -3.365524e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180504 members 
Mstep: Class 2 contains 110585 members 
Entering Unmasked Estep 
Score: -33655264.000000 Penalty: 6240.366699
	Iteration 181Q: 3 clusters Score -3.365526e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180524 members 
Mstep: Class 2 contains 110565 members 
Entering Unmasked Estep 
Score: -33655288.000000 Penalty: 6240.366699
	Iteration 182Q: 3 clusters Score -3.365529e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180544 members 
Mstep: Class 2 contains 110545 members 
Entering Unmasked Estep 
Score: -33655276.000000 Penalty: 6240.366699
	Iteration 183Q: 3 clusters Score -3.365528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180554 members 
Mstep: Class 2 contains 110535 members 
Entering Unmasked Estep 
Score: -33655288.000000 Penalty: 6240.366699
	Iteration 184Q: 3 clusters Score -3.365529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180560 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -33655296.000000 Penalty: 6240.366699
	Iteration 185Q: 3 clusters Score -3.36553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180565 members 
Mstep: Class 2 contains 110524 members 
Entering Unmasked Estep 
Score: -33655304.000000 Penalty: 6240.366699
	Iteration 186Q: 3 clusters Score -3.36553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180577 members 
Mstep: Class 2 contains 110512 members 
Entering Unmasked Estep 
Score: -33655308.000000 Penalty: 6240.366699
	Iteration 187Q: 3 clusters Score -3.365531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180587 members 
Mstep: Class 2 contains 110502 members 
Entering Unmasked Estep 
Score: -33655288.000000 Penalty: 6240.366699
	Iteration 188Q: 3 clusters Score -3.365529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180589 members 
Mstep: Class 2 contains 110500 members 
Entering Unmasked Estep 
Score: -33655304.000000 Penalty: 6240.366699
	Iteration 189Q: 3 clusters Score -3.36553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180594 members 
Mstep: Class 2 contains 110495 members 
Entering Unmasked Estep 
Score: -33655300.000000 Penalty: 6240.366699
	Iteration 190Q: 3 clusters Score -3.36553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180603 members 
Mstep: Class 2 contains 110486 members 
Entering Unmasked Estep 
Score: -33655308.000000 Penalty: 6240.366699
	Iteration 191Q: 3 clusters Score -3.365531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180618 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -33655316.000000 Penalty: 6240.366699
	Iteration 192Q: 3 clusters Score -3.365532e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180628 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -33655300.000000 Penalty: 6240.366699
	Iteration 193Q: 3 clusters Score -3.36553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180634 members 
Mstep: Class 2 contains 110455 members 
Entering Unmasked Estep 
Score: -33655320.000000 Penalty: 6240.366699
	Iteration 194Q: 3 clusters Score -3.365532e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180638 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -33655328.000000 Penalty: 6240.366699
	Iteration 195Q: 3 clusters Score -3.365533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180646 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -33655344.000000 Penalty: 6240.366699
	Iteration 196Q: 3 clusters Score -3.365534e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180664 members 
Mstep: Class 2 contains 110425 members 
Entering Unmasked Estep 
Score: -33655328.000000 Penalty: 6240.366699
	Iteration 197Q: 3 clusters Score -3.365533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180671 members 
Mstep: Class 2 contains 110418 members 
Entering Unmasked Estep 
Score: -33655328.000000 Penalty: 6240.366699
	Iteration 198Q: 3 clusters Score -3.365533e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180681 members 
Mstep: Class 2 contains 110408 members 
Entering Unmasked Estep 
Score: -33655340.000000 Penalty: 6240.366699
	Iteration 199Q: 3 clusters Score -3.365534e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180695 members 
Mstep: Class 2 contains 110394 members 
Entering Unmasked Estep 
Score: -33655308.000000 Penalty: 6240.366699
	Iteration 200F: 3 clusters Score -3.365531e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180718 members 
Mstep: Class 2 contains 110371 members 
Entering Unmasked Estep 
Score: -33655308.000000 Penalty: 6240.366699
	Iteration 201Q: 3 clusters Score -3.365531e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180733 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -33655352.000000 Penalty: 6240.366699
	Iteration 202Q: 3 clusters Score -3.365535e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180750 members 
Mstep: Class 2 contains 110339 members 
Entering Unmasked Estep 
Score: -33655352.000000 Penalty: 6240.366699
	Iteration 203Q: 3 clusters Score -3.365535e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180776 members 
Mstep: Class 2 contains 110313 members 
Entering Unmasked Estep 
Score: -33655356.000000 Penalty: 6240.366699
	Iteration 204Q: 3 clusters Score -3.365536e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180814 members 
Mstep: Class 2 contains 110275 members 
Entering Unmasked Estep 
Score: -33655372.000000 Penalty: 6240.366699
	Iteration 205Q: 3 clusters Score -3.365537e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180839 members 
Mstep: Class 2 contains 110250 members 
Entering Unmasked Estep 
Score: -33655392.000000 Penalty: 6240.366699
	Iteration 206Q: 3 clusters Score -3.365539e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180866 members 
Mstep: Class 2 contains 110223 members 
Entering Unmasked Estep 
Score: -33655400.000000 Penalty: 6240.366699
	Iteration 207Q: 3 clusters Score -3.36554e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180881 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -33655408.000000 Penalty: 6240.366699
	Iteration 208Q: 3 clusters Score -3.365541e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180906 members 
Mstep: Class 2 contains 110183 members 
Entering Unmasked Estep 
Score: -33655468.000000 Penalty: 6240.366699
	Iteration 209Q: 3 clusters Score -3.365547e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180942 members 
Mstep: Class 2 contains 110147 members 
Entering Unmasked Estep 
Score: -33655452.000000 Penalty: 6240.366699
	Iteration 210Q: 3 clusters Score -3.365545e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180969 members 
Mstep: Class 2 contains 110120 members 
Entering Unmasked Estep 
Score: -33655424.000000 Penalty: 6240.366699
	Iteration 211Q: 3 clusters Score -3.365542e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180986 members 
Mstep: Class 2 contains 110103 members 
Entering Unmasked Estep 
Score: -33655444.000000 Penalty: 6240.366699
	Iteration 212Q: 3 clusters Score -3.365544e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181009 members 
Mstep: Class 2 contains 110080 members 
Entering Unmasked Estep 
Score: -33655484.000000 Penalty: 6240.366699
	Iteration 213Q: 3 clusters Score -3.365548e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181027 members 
Mstep: Class 2 contains 110062 members 
Entering Unmasked Estep 
Score: -33655468.000000 Penalty: 6240.366699
	Iteration 214Q: 3 clusters Score -3.365547e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181044 members 
Mstep: Class 2 contains 110045 members 
Entering Unmasked Estep 
Score: -33655432.000000 Penalty: 6240.366699
	Iteration 215Q: 3 clusters Score -3.365543e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181064 members 
Mstep: Class 2 contains 110025 members 
Entering Unmasked Estep 
Score: -33655476.000000 Penalty: 6240.366699
	Iteration 216Q: 3 clusters Score -3.365548e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181093 members 
Mstep: Class 2 contains 109996 members 
Entering Unmasked Estep 
Score: -33655444.000000 Penalty: 6240.366699
	Iteration 217Q: 3 clusters Score -3.365544e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181119 members 
Mstep: Class 2 contains 109970 members 
Entering Unmasked Estep 
Score: -33655440.000000 Penalty: 6240.366699
	Iteration 218Q: 3 clusters Score -3.365544e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181149 members 
Mstep: Class 2 contains 109940 members 
Entering Unmasked Estep 
Score: -33655452.000000 Penalty: 6240.366699
	Iteration 219Q: 3 clusters Score -3.365545e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181181 members 
Mstep: Class 2 contains 109908 members 
Entering Unmasked Estep 
Score: -33655444.000000 Penalty: 6240.366699
	Iteration 220F: 3 clusters Score -3.365544e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181200 members 
Mstep: Class 2 contains 109889 members 
Entering Unmasked Estep 
Score: -33655456.000000 Penalty: 6240.366699
	Iteration 221Q: 3 clusters Score -3.365546e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181223 members 
Mstep: Class 2 contains 109866 members 
Entering Unmasked Estep 
Score: -33655480.000000 Penalty: 6240.366699
	Iteration 222Q: 3 clusters Score -3.365548e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181237 members 
Mstep: Class 2 contains 109852 members 
Entering Unmasked Estep 
Score: -33655436.000000 Penalty: 6240.366699
	Iteration 223Q: 3 clusters Score -3.365544e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181253 members 
Mstep: Class 2 contains 109836 members 
Entering Unmasked Estep 
Score: -33655456.000000 Penalty: 6240.366699
	Iteration 224Q: 3 clusters Score -3.365546e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181272 members 
Mstep: Class 2 contains 109817 members 
Entering Unmasked Estep 
Score: -33655444.000000 Penalty: 6240.366699
	Iteration 225Q: 3 clusters Score -3.365544e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181293 members 
Mstep: Class 2 contains 109796 members 
Entering Unmasked Estep 
Score: -33655448.000000 Penalty: 6240.366699
	Iteration 226Q: 3 clusters Score -3.365545e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181322 members 
Mstep: Class 2 contains 109767 members 
Entering Unmasked Estep 
Score: -33655444.000000 Penalty: 6240.366699
	Iteration 227Q: 3 clusters Score -3.365544e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181352 members 
Mstep: Class 2 contains 109737 members 
Entering Unmasked Estep 
Score: -33655436.000000 Penalty: 6240.366699
	Iteration 228Q: 3 clusters Score -3.365544e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181389 members 
Mstep: Class 2 contains 109700 members 
Entering Unmasked Estep 
Score: -33655420.000000 Penalty: 6240.366699
	Iteration 229Q: 3 clusters Score -3.365542e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181427 members 
Mstep: Class 2 contains 109662 members 
Entering Unmasked Estep 
Score: -33655400.000000 Penalty: 6240.366699
	Iteration 230Q: 3 clusters Score -3.36554e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181461 members 
Mstep: Class 2 contains 109628 members 
Entering Unmasked Estep 
Score: -33655408.000000 Penalty: 6240.366699
	Iteration 231Q: 3 clusters Score -3.365541e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181494 members 
Mstep: Class 2 contains 109595 members 
Entering Unmasked Estep 
Score: -33655428.000000 Penalty: 6240.366699
	Iteration 232Q: 3 clusters Score -3.365543e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181535 members 
Mstep: Class 2 contains 109554 members 
Entering Unmasked Estep 
Score: -33655452.000000 Penalty: 6240.366699
	Iteration 233Q: 3 clusters Score -3.365545e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181565 members 
Mstep: Class 2 contains 109524 members 
Entering Unmasked Estep 
Score: -33655440.000000 Penalty: 6240.366699
	Iteration 234Q: 3 clusters Score -3.365544e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181605 members 
Mstep: Class 2 contains 109484 members 
Entering Unmasked Estep 
Score: -33655456.000000 Penalty: 6240.366699
	Iteration 235Q: 3 clusters Score -3.365546e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181636 members 
Mstep: Class 2 contains 109453 members 
Entering Unmasked Estep 
Score: -33655444.000000 Penalty: 6240.366699
	Iteration 236Q: 3 clusters Score -3.365544e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181670 members 
Mstep: Class 2 contains 109419 members 
Entering Unmasked Estep 
Score: -33655432.000000 Penalty: 6240.366699
	Iteration 237Q: 3 clusters Score -3.365543e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181705 members 
Mstep: Class 2 contains 109384 members 
Entering Unmasked Estep 
Score: -33655456.000000 Penalty: 6240.366699
	Iteration 238Q: 3 clusters Score -3.365546e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181731 members 
Mstep: Class 2 contains 109358 members 
Entering Unmasked Estep 
Score: -33655412.000000 Penalty: 6240.366699
	Iteration 239Q: 3 clusters Score -3.365541e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181759 members 
Mstep: Class 2 contains 109330 members 
Entering Unmasked Estep 
Score: -33655440.000000 Penalty: 6240.366699
	Iteration 240F: 3 clusters Score -3.365544e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181786 members 
Mstep: Class 2 contains 109303 members 
Entering Unmasked Estep 
Score: -33655432.000000 Penalty: 6240.366699
	Iteration 241Q: 3 clusters Score -3.365543e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181819 members 
Mstep: Class 2 contains 109270 members 
Entering Unmasked Estep 
Score: -33655416.000000 Penalty: 6240.366699
	Iteration 242Q: 3 clusters Score -3.365542e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181855 members 
Mstep: Class 2 contains 109234 members 
Entering Unmasked Estep 
Score: -33655416.000000 Penalty: 6240.366699
	Iteration 243Q: 3 clusters Score -3.365542e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181897 members 
Mstep: Class 2 contains 109192 members 
Entering Unmasked Estep 
Score: -33655444.000000 Penalty: 6240.366699
	Iteration 244Q: 3 clusters Score -3.365544e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181941 members 
Mstep: Class 2 contains 109148 members 
Entering Unmasked Estep 
Score: -33655460.000000 Penalty: 6240.366699
	Iteration 245Q: 3 clusters Score -3.365546e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181986 members 
Mstep: Class 2 contains 109103 members 
Entering Unmasked Estep 
Score: -33655496.000000 Penalty: 6240.366699
	Iteration 246Q: 3 clusters Score -3.36555e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182010 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -33655464.000000 Penalty: 6240.366699
	Iteration 247Q: 3 clusters Score -3.365546e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182032 members 
Mstep: Class 2 contains 109057 members 
Entering Unmasked Estep 
Score: -33655484.000000 Penalty: 6240.366699
	Iteration 248Q: 3 clusters Score -3.365548e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182058 members 
Mstep: Class 2 contains 109031 members 
Entering Unmasked Estep 
Score: -33655500.000000 Penalty: 6240.366699
	Iteration 249Q: 3 clusters Score -3.36555e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182079 members 
Mstep: Class 2 contains 109010 members 
Entering Unmasked Estep 
Score: -33655452.000000 Penalty: 6240.366699
	Iteration 250Q: 3 clusters Score -3.365545e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182092 members 
Mstep: Class 2 contains 108997 members 
Entering Unmasked Estep 
Score: -33655440.000000 Penalty: 6240.366699
	Iteration 251Q: 3 clusters Score -3.365544e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182098 members 
Mstep: Class 2 contains 108991 members 
Entering Unmasked Estep 
Score: -33655444.000000 Penalty: 6240.366699
	Iteration 252Q: 3 clusters Score -3.365544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182107 members 
Mstep: Class 2 contains 108982 members 
Entering Unmasked Estep 
Score: -33655420.000000 Penalty: 6240.366699
	Iteration 253Q: 3 clusters Score -3.365542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182126 members 
Mstep: Class 2 contains 108963 members 
Entering Unmasked Estep 
Score: -33655432.000000 Penalty: 6240.366699
	Iteration 254Q: 3 clusters Score -3.365543e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182154 members 
Mstep: Class 2 contains 108935 members 
Entering Unmasked Estep 
Score: -33655424.000000 Penalty: 6240.366699
	Iteration 255Q: 3 clusters Score -3.365542e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182188 members 
Mstep: Class 2 contains 108901 members 
Entering Unmasked Estep 
Score: -33655428.000000 Penalty: 6240.366699
	Iteration 256Q: 3 clusters Score -3.365543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182207 members 
Mstep: Class 2 contains 108882 members 
Entering Unmasked Estep 
Score: -33655420.000000 Penalty: 6240.366699
	Iteration 257Q: 3 clusters Score -3.365542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182230 members 
Mstep: Class 2 contains 108859 members 
Entering Unmasked Estep 
Score: -33655392.000000 Penalty: 6240.366699
	Iteration 258Q: 3 clusters Score -3.365539e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182253 members 
Mstep: Class 2 contains 108836 members 
Entering Unmasked Estep 
Score: -33655408.000000 Penalty: 6240.366699
	Iteration 259Q: 3 clusters Score -3.365541e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182282 members 
Mstep: Class 2 contains 108807 members 
Entering Unmasked Estep 
Score: -33655408.000000 Penalty: 6240.366699
	Iteration 260F: 3 clusters Score -3.365541e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182306 members 
Mstep: Class 2 contains 108783 members 
Entering Unmasked Estep 
Score: -33655444.000000 Penalty: 6240.366699
	Iteration 261Q: 3 clusters Score -3.365544e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182332 members 
Mstep: Class 2 contains 108757 members 
Entering Unmasked Estep 
Score: -33655440.000000 Penalty: 6240.366699
	Iteration 262Q: 3 clusters Score -3.365544e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182359 members 
Mstep: Class 2 contains 108730 members 
Entering Unmasked Estep 
Score: -33655440.000000 Penalty: 6240.366699
	Iteration 263Q: 3 clusters Score -3.365544e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182388 members 
Mstep: Class 2 contains 108701 members 
Entering Unmasked Estep 
Score: -33655452.000000 Penalty: 6240.366699
	Iteration 264Q: 3 clusters Score -3.365545e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182422 members 
Mstep: Class 2 contains 108667 members 
Entering Unmasked Estep 
Score: -33655440.000000 Penalty: 6240.366699
	Iteration 265Q: 3 clusters Score -3.365544e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182455 members 
Mstep: Class 2 contains 108634 members 
Entering Unmasked Estep 
Score: -33655432.000000 Penalty: 6240.366699
	Iteration 266Q: 3 clusters Score -3.365543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182492 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -33655428.000000 Penalty: 6240.366699
	Iteration 267Q: 3 clusters Score -3.365543e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182528 members 
Mstep: Class 2 contains 108561 members 
Entering Unmasked Estep 
Score: -33655428.000000 Penalty: 6240.366699
	Iteration 268Q: 3 clusters Score -3.365543e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182564 members 
Mstep: Class 2 contains 108525 members 
Entering Unmasked Estep 
Score: -33655424.000000 Penalty: 6240.366699
	Iteration 269Q: 3 clusters Score -3.365542e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182600 members 
Mstep: Class 2 contains 108489 members 
Entering Unmasked Estep 
Score: -33655428.000000 Penalty: 6240.366699
	Iteration 270Q: 3 clusters Score -3.365543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182643 members 
Mstep: Class 2 contains 108446 members 
Entering Unmasked Estep 
Score: -33655424.000000 Penalty: 6240.366699
	Iteration 271Q: 3 clusters Score -3.365542e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182687 members 
Mstep: Class 2 contains 108402 members 
Entering Unmasked Estep 
Score: -33655424.000000 Penalty: 6240.366699
	Iteration 272Q: 3 clusters Score -3.365542e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182716 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -33655416.000000 Penalty: 6240.366699
	Iteration 273Q: 3 clusters Score -3.365542e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182746 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
Score: -33655424.000000 Penalty: 6240.366699
	Iteration 274Q: 3 clusters Score -3.365542e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182768 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -33655456.000000 Penalty: 6240.366699
	Iteration 275Q: 3 clusters Score -3.365546e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182787 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -33655444.000000 Penalty: 6240.366699
	Iteration 276Q: 3 clusters Score -3.365544e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182816 members 
Mstep: Class 2 contains 108273 members 
Entering Unmasked Estep 
Score: -33655436.000000 Penalty: 6240.366699
	Iteration 277Q: 3 clusters Score -3.365544e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182849 members 
Mstep: Class 2 contains 108240 members 
Entering Unmasked Estep 
Score: -33655400.000000 Penalty: 6240.366699
	Iteration 278Q: 3 clusters Score -3.36554e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182870 members 
Mstep: Class 2 contains 108219 members 
Entering Unmasked Estep 
Score: -33655380.000000 Penalty: 6240.366699
	Iteration 279Q: 3 clusters Score -3.365538e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182905 members 
Mstep: Class 2 contains 108184 members 
Entering Unmasked Estep 
Score: -33655404.000000 Penalty: 6240.366699
	Iteration 280F: 3 clusters Score -3.36554e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182944 members 
Mstep: Class 2 contains 108145 members 
Entering Unmasked Estep 
Score: -33655400.000000 Penalty: 6240.366699
	Iteration 281Q: 3 clusters Score -3.36554e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182982 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -33655416.000000 Penalty: 6240.366699
	Iteration 282Q: 3 clusters Score -3.365542e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183017 members 
Mstep: Class 2 contains 108072 members 
Entering Unmasked Estep 
Score: -33655376.000000 Penalty: 6240.366699
	Iteration 283Q: 3 clusters Score -3.365538e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183051 members 
Mstep: Class 2 contains 108038 members 
Entering Unmasked Estep 
Score: -33655392.000000 Penalty: 6240.366699
	Iteration 284Q: 3 clusters Score -3.365539e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183066 members 
Mstep: Class 2 contains 108023 members 
Entering Unmasked Estep 
Score: -33655396.000000 Penalty: 6240.366699
	Iteration 285Q: 3 clusters Score -3.36554e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183079 members 
Mstep: Class 2 contains 108010 members 
Entering Unmasked Estep 
Score: -33655392.000000 Penalty: 6240.366699
	Iteration 286Q: 3 clusters Score -3.365539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 107996 members 
Entering Unmasked Estep 
Score: -33655388.000000 Penalty: 6240.366699
	Iteration 287Q: 3 clusters Score -3.365539e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183109 members 
Mstep: Class 2 contains 107980 members 
Entering Unmasked Estep 
Score: -33655372.000000 Penalty: 6240.366699
	Iteration 288Q: 3 clusters Score -3.365537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183134 members 
Mstep: Class 2 contains 107955 members 
Entering Unmasked Estep 
Score: -33655388.000000 Penalty: 6240.366699
	Iteration 289Q: 3 clusters Score -3.365539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183152 members 
Mstep: Class 2 contains 107937 members 
Entering Unmasked Estep 
Score: -33655352.000000 Penalty: 6240.366699
	Iteration 290Q: 3 clusters Score -3.365535e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183175 members 
Mstep: Class 2 contains 107914 members 
Entering Unmasked Estep 
Score: -33655332.000000 Penalty: 6240.366699
	Iteration 291Q: 3 clusters Score -3.365533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183188 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -33655324.000000 Penalty: 6240.366699
	Iteration 292Q: 3 clusters Score -3.365532e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183204 members 
Mstep: Class 2 contains 107885 members 
Entering Unmasked Estep 
Score: -33655332.000000 Penalty: 6240.366699
	Iteration 293Q: 3 clusters Score -3.365533e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183219 members 
Mstep: Class 2 contains 107870 members 
Entering Unmasked Estep 
Score: -33655324.000000 Penalty: 6240.366699
	Iteration 294Q: 3 clusters Score -3.365532e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183231 members 
Mstep: Class 2 contains 107858 members 
Entering Unmasked Estep 
Score: -33655340.000000 Penalty: 6240.366699
	Iteration 295Q: 3 clusters Score -3.365534e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183249 members 
Mstep: Class 2 contains 107840 members 
Entering Unmasked Estep 
Score: -33655356.000000 Penalty: 6240.366699
	Iteration 296Q: 3 clusters Score -3.365536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183262 members 
Mstep: Class 2 contains 107827 members 
Entering Unmasked Estep 
Score: -33655352.000000 Penalty: 6240.366699
	Iteration 297Q: 3 clusters Score -3.365535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183275 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -33655356.000000 Penalty: 6240.366699
	Iteration 298Q: 3 clusters Score -3.365536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183284 members 
Mstep: Class 2 contains 107805 members 
Entering Unmasked Estep 
Score: -33655340.000000 Penalty: 6240.366699
	Iteration 299Q: 3 clusters Score -3.365534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183292 members 
Mstep: Class 2 contains 107797 members 
Entering Unmasked Estep 
Score: -33655348.000000 Penalty: 6240.366699
	Iteration 300F: 3 clusters Score -3.365535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183300 members 
Mstep: Class 2 contains 107789 members 
Entering Unmasked Estep 
Score: -33655348.000000 Penalty: 6240.366699
	Iteration 301Q: 3 clusters Score -3.365535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183318 members 
Mstep: Class 2 contains 107771 members 
Entering Unmasked Estep 
Score: -33655332.000000 Penalty: 6240.366699
	Iteration 302Q: 3 clusters Score -3.365533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183335 members 
Mstep: Class 2 contains 107754 members 
Entering Unmasked Estep 
Score: -33655348.000000 Penalty: 6240.366699
	Iteration 303Q: 3 clusters Score -3.365535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183347 members 
Mstep: Class 2 contains 107742 members 
Entering Unmasked Estep 
Score: -33655348.000000 Penalty: 6240.366699
	Iteration 304Q: 3 clusters Score -3.365535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183359 members 
Mstep: Class 2 contains 107730 members 
Entering Unmasked Estep 
Score: -33655324.000000 Penalty: 6240.366699
	Iteration 305Q: 3 clusters Score -3.365532e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183376 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -33655332.000000 Penalty: 6240.366699
	Iteration 306Q: 3 clusters Score -3.365533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183389 members 
Mstep: Class 2 contains 107700 members 
Entering Unmasked Estep 
Score: -33655356.000000 Penalty: 6240.366699
	Iteration 307Q: 3 clusters Score -3.365536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183400 members 
Mstep: Class 2 contains 107689 members 
Entering Unmasked Estep 
Score: -33655336.000000 Penalty: 6240.366699
	Iteration 308Q: 3 clusters Score -3.365534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183405 members 
Mstep: Class 2 contains 107684 members 
Entering Unmasked Estep 
Score: -33655348.000000 Penalty: 6240.366699
	Iteration 309Q: 3 clusters Score -3.365535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183411 members 
Mstep: Class 2 contains 107678 members 
Entering Unmasked Estep 
Score: -33655356.000000 Penalty: 6240.366699
	Iteration 310Q: 3 clusters Score -3.365536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183420 members 
Mstep: Class 2 contains 107669 members 
Entering Unmasked Estep 
Score: -33655356.000000 Penalty: 6240.366699
	Iteration 311Q: 3 clusters Score -3.365536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183428 members 
Mstep: Class 2 contains 107661 members 
Entering Unmasked Estep 
Score: -33655360.000000 Penalty: 6240.366699
	Iteration 312Q: 3 clusters Score -3.365536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183437 members 
Mstep: Class 2 contains 107652 members 
Entering Unmasked Estep 
Score: -33655332.000000 Penalty: 6240.366699
	Iteration 313Q: 3 clusters Score -3.365533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183443 members 
Mstep: Class 2 contains 107646 members 
Entering Unmasked Estep 
Score: -33655324.000000 Penalty: 6240.366699
	Iteration 314Q: 3 clusters Score -3.365532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183452 members 
Mstep: Class 2 contains 107637 members 
Entering Unmasked Estep 
Score: -33655332.000000 Penalty: 6240.366699
	Iteration 315Q: 3 clusters Score -3.365533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183455 members 
Mstep: Class 2 contains 107634 members 
Entering Unmasked Estep 
Score: -33655344.000000 Penalty: 6240.366699
	Iteration 316Q: 3 clusters Score -3.365534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183457 members 
Mstep: Class 2 contains 107632 members 
Entering Unmasked Estep 
Score: -33655340.000000 Penalty: 6240.366699
	Iteration 317Q: 3 clusters Score -3.365534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183459 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -33655340.000000 Penalty: 6240.366699
	Iteration 318Q: 3 clusters Score -3.365534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183463 members 
Mstep: Class 2 contains 107626 members 
Entering Unmasked Estep 
Score: -33655320.000000 Penalty: 6240.366699
	Iteration 319Q: 3 clusters Score -3.365532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183467 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -33655336.000000 Penalty: 6240.366699
	Iteration 320F: 3 clusters Score -3.365534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183474 members 
Mstep: Class 2 contains 107615 members 
Entering Unmasked Estep 
Score: -33655352.000000 Penalty: 6240.366699
	Iteration 321Q: 3 clusters Score -3.365535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183478 members 
Mstep: Class 2 contains 107611 members 
Entering Unmasked Estep 
Score: -33655332.000000 Penalty: 6240.366699
	Iteration 322Q: 3 clusters Score -3.365533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183480 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -33655336.000000 Penalty: 6240.366699
	Iteration 323Q: 3 clusters Score -3.365534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183484 members 
Mstep: Class 2 contains 107605 members 
Entering Unmasked Estep 
Score: -33655336.000000 Penalty: 6240.366699
	Iteration 324Q: 3 clusters Score -3.365534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183487 members 
Mstep: Class 2 contains 107602 members 
Entering Unmasked Estep 
Score: -33655332.000000 Penalty: 6240.366699
	Iteration 325Q: 3 clusters Score -3.365533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183487 members 
Mstep: Class 2 contains 107602 members 
Entering Unmasked Estep 
Score: -33655324.000000 Penalty: 6240.366699
	Iteration 326Q: 3 clusters Score -3.365532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183489 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -33655332.000000 Penalty: 6240.366699
	Iteration 327Q: 3 clusters Score -3.365533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183491 members 
Mstep: Class 2 contains 107598 members 
Entering Unmasked Estep 
Score: -33655324.000000 Penalty: 6240.366699
	Iteration 328Q: 3 clusters Score -3.365532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183491 members 
Mstep: Class 2 contains 107598 members 
Entering Unmasked Estep 
Score: -33655324.000000 Penalty: 6240.366699
	Iteration 329Q: 3 clusters Score -3.365532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183493 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -33655316.000000 Penalty: 6240.366699
	Iteration 330Q: 3 clusters Score -3.365532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183495 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -33655316.000000 Penalty: 6240.366699
	Iteration 331Q: 3 clusters Score -3.365532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183498 members 
Mstep: Class 2 contains 107591 members 
Entering Unmasked Estep 
Score: -33655308.000000 Penalty: 6240.366699
	Iteration 332Q: 3 clusters Score -3.365531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183500 members 
Mstep: Class 2 contains 107589 members 
Entering Unmasked Estep 
Score: -33655308.000000 Penalty: 6240.366699
	Iteration 333Q: 3 clusters Score -3.365531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183502 members 
Mstep: Class 2 contains 107587 members 
Entering Unmasked Estep 
Score: -33655300.000000 Penalty: 6240.366699
	Iteration 334Q: 3 clusters Score -3.36553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183504 members 
Mstep: Class 2 contains 107585 members 
Entering Unmasked Estep 
Score: -33655308.000000 Penalty: 6240.366699
	Iteration 335Q: 3 clusters Score -3.365531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183506 members 
Mstep: Class 2 contains 107583 members 
Entering Unmasked Estep 
Score: -33655300.000000 Penalty: 6240.366699
	Iteration 336Q: 3 clusters Score -3.36553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183509 members 
Mstep: Class 2 contains 107580 members 
Entering Unmasked Estep 
Score: -33655296.000000 Penalty: 6240.366699
	Iteration 337Q: 3 clusters Score -3.36553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183510 members 
Mstep: Class 2 contains 107579 members 
Entering Unmasked Estep 
Score: -33655300.000000 Penalty: 6240.366699
	Iteration 338Q: 3 clusters Score -3.36553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183511 members 
Mstep: Class 2 contains 107578 members 
Entering Unmasked Estep 
Score: -33655296.000000 Penalty: 6240.366699
	Iteration 339Q: 3 clusters Score -3.36553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183514 members 
Mstep: Class 2 contains 107575 members 
Entering Unmasked Estep 
Score: -33655292.000000 Penalty: 6240.366699
	Iteration 340F: 3 clusters Score -3.365529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Entering Unmasked Estep 
Score: -1968215.625000 Penalty: 2410.928467
	Iteration 0F: 2 clusters Score -1968216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1956314.875000 Penalty: 4821.856934
	Iteration 0F: 3 clusters Score -1956315 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1960099.875000 Penalty: 4821.856934
	Iteration 1F: 3 clusters Score -1960100 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1960423.625000 Penalty: 4821.856934
	Iteration 2F: 3 clusters Score -1960424 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1960662.000000 Penalty: 4821.856934
	Iteration 3Q: 3 clusters Score -1960662 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1960839.875000 Penalty: 4821.856934
	Iteration 4Q: 3 clusters Score -1960840 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1960986.750000 Penalty: 4821.856934
	Iteration 5Q: 3 clusters Score -1960987 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1961112.000000 Penalty: 4821.856934
	Iteration 6Q: 3 clusters Score -1961112 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1961235.250000 Penalty: 4821.856934
	Iteration 7Q: 3 clusters Score -1961235 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1961348.875000 Penalty: 4821.856934
	Iteration 8Q: 3 clusters Score -1961349 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1961485.500000 Penalty: 4821.856934
	Iteration 9Q: 3 clusters Score -1961486 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1961651.375000 Penalty: 4821.856934
	Iteration 10Q: 3 clusters Score -1961651 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1961870.500000 Penalty: 4821.856934
	Iteration 11Q: 3 clusters Score -1961870 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1962120.250000 Penalty: 4821.856934
	Iteration 12Q: 3 clusters Score -1962120 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1962452.000000 Penalty: 4821.856934
	Iteration 13Q: 3 clusters Score -1962452 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1962869.250000 Penalty: 4821.856934
	Iteration 14Q: 3 clusters Score -1962869 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1963352.500000 Penalty: 4821.856934
	Iteration 15Q: 3 clusters Score -1963352 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1963867.500000 Penalty: 4821.856934
	Iteration 16Q: 3 clusters Score -1963868 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1964347.500000 Penalty: 4821.856934
	Iteration 17Q: 3 clusters Score -1964348 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1964786.500000 Penalty: 4821.856934
	Iteration 18Q: 3 clusters Score -1964786 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1965154.375000 Penalty: 4821.856934
	Iteration 19Q: 3 clusters Score -1965154 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1965435.000000 Penalty: 4821.856934
	Iteration 20F: 3 clusters Score -1965435 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1965613.875000 Penalty: 4821.856934
	Iteration 21Q: 3 clusters Score -1965614 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1965743.125000 Penalty: 4821.856934
	Iteration 22Q: 3 clusters Score -1965743 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1965851.375000 Penalty: 4821.856934
	Iteration 23Q: 3 clusters Score -1965851 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1965931.250000 Penalty: 4821.856934
	Iteration 24Q: 3 clusters Score -1965931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1965980.250000 Penalty: 4821.856934
	Iteration 25Q: 3 clusters Score -1965980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1966019.000000 Penalty: 4821.856934
	Iteration 26Q: 3 clusters Score -1966019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1966052.500000 Penalty: 4821.856934
	Iteration 27Q: 3 clusters Score -1966052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1966073.750000 Penalty: 4821.856934
	Iteration 28Q: 3 clusters Score -1966074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1966090.875000 Penalty: 4821.856934
	Iteration 29Q: 3 clusters Score -1966091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1966102.750000 Penalty: 4821.856934
	Iteration 30Q: 3 clusters Score -1966103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1966111.375000 Penalty: 4821.856934
	Iteration 31Q: 3 clusters Score -1966111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1966113.375000 Penalty: 4821.856934
	Iteration 32Q: 3 clusters Score -1966113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1966122.250000 Penalty: 4821.856934
	Iteration 33Q: 3 clusters Score -1966122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1966128.625000 Penalty: 4821.856934
	Iteration 34Q: 3 clusters Score -1966129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1966129.625000 Penalty: 4821.856934
	Iteration 35Q: 3 clusters Score -1966130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1966131.875000 Penalty: 4821.856934
	Iteration 36Q: 3 clusters Score -1966132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1966131.875000 Penalty: 4821.856934
	Iteration 37Q: 3 clusters Score -1966132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1966131.875000 Penalty: 4821.856934
	Iteration 38F: 3 clusters Score -1966132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Entering Unmasked Estep 
Score: -3350667.500000 Penalty: 2547.579102
	Iteration 0F: 2 clusters Score -3350668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3330830.500000 Penalty: 5095.158203
	Iteration 0F: 3 clusters Score -3330830 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3338458.750000 Penalty: 5095.158203
	Iteration 1F: 3 clusters Score -3338459 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3339744.750000 Penalty: 5095.158203
	Iteration 2F: 3 clusters Score -3339745 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3341232.750000 Penalty: 5095.158203
	Iteration 3F: 3 clusters Score -3341233 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -3342656.000000 Penalty: 5095.158203
	Iteration 4F: 3 clusters Score -3342656 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -3343812.750000 Penalty: 5095.158203
	Iteration 5F: 3 clusters Score -3343813 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3344797.000000 Penalty: 5095.158203
	Iteration 6F: 3 clusters Score -3344797 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -3345623.250000 Penalty: 5095.158203
	Iteration 7Q: 3 clusters Score -3345623 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3346367.000000 Penalty: 5095.158203
	Iteration 8Q: 3 clusters Score -3346367 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3347031.000000 Penalty: 5095.158203
	Iteration 9Q: 3 clusters Score -3347031 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -3347600.500000 Penalty: 5095.158203
	Iteration 10Q: 3 clusters Score -3347600 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3348105.000000 Penalty: 5095.158203
	Iteration 11Q: 3 clusters Score -3348105 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3348454.750000 Penalty: 5095.158203
	Iteration 12Q: 3 clusters Score -3348455 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3348703.000000 Penalty: 5095.158203
	Iteration 13Q: 3 clusters Score -3348703 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3348886.000000 Penalty: 5095.158203
	Iteration 14Q: 3 clusters Score -3348886 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3349004.500000 Penalty: 5095.158203
	Iteration 15Q: 3 clusters Score -3349004 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3349087.250000 Penalty: 5095.158203
	Iteration 16Q: 3 clusters Score -3349087 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3349129.500000 Penalty: 5095.158203
	Iteration 17Q: 3 clusters Score -3349130 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3349175.500000 Penalty: 5095.158203
	Iteration 18Q: 3 clusters Score -3349176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3349207.500000 Penalty: 5095.158203
	Iteration 19Q: 3 clusters Score -3349208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3349215.500000 Penalty: 5095.158203
	Iteration 20F: 3 clusters Score -3349216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3349232.000000 Penalty: 5095.158203
	Iteration 21Q: 3 clusters Score -3349232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3349249.750000 Penalty: 5095.158203
	Iteration 22Q: 3 clusters Score -3349250 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3349266.000000 Penalty: 5095.158203
	Iteration 23Q: 3 clusters Score -3349266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3349283.500000 Penalty: 5095.158203
	Iteration 24Q: 3 clusters Score -3349284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3349282.000000 Penalty: 5095.158203
	Iteration 25Q: 3 clusters Score -3349282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -3349287.000000 Penalty: 5095.158203
	Iteration 26Q: 3 clusters Score -3349287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3349281.750000 Penalty: 5095.158203
	Iteration 27Q: 3 clusters Score -3349282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3349286.500000 Penalty: 5095.158203
	Iteration 28Q: 3 clusters Score -3349286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -3349287.250000 Penalty: 5095.158203
	Iteration 29Q: 3 clusters Score -3349287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -3349289.500000 Penalty: 5095.158203
	Iteration 30Q: 3 clusters Score -3349290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -3349289.500000 Penalty: 5095.158203
	Iteration 31F: 3 clusters Score -3349290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Entering Unmasked Estep 
Score: -2909777.250000 Penalty: 2509.941895
	Iteration 0F: 2 clusters Score -2909777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2892565.750000 Penalty: 5019.883789
	Iteration 0F: 3 clusters Score -2892566 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2898434.500000 Penalty: 5019.883789
	Iteration 1F: 3 clusters Score -2898434 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2898855.750000 Penalty: 5019.883789
	Iteration 2Q: 3 clusters Score -2898856 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2899280.250000 Penalty: 5019.883789
	Iteration 3Q: 3 clusters Score -2899280 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2899824.500000 Penalty: 5019.883789
	Iteration 4Q: 3 clusters Score -2899824 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2900513.500000 Penalty: 5019.883789
	Iteration 5Q: 3 clusters Score -2900514 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2901246.000000 Penalty: 5019.883789
	Iteration 6Q: 3 clusters Score -2901246 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2902022.250000 Penalty: 5019.883789
	Iteration 7F: 3 clusters Score -2902022 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2902870.250000 Penalty: 5019.883789
	Iteration 8F: 3 clusters Score -2902870 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2903730.250000 Penalty: 5019.883789
	Iteration 9F: 3 clusters Score -2903730 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2904624.000000 Penalty: 5019.883789
	Iteration 10F: 3 clusters Score -2904624 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2905459.750000 Penalty: 5019.883789
	Iteration 11F: 3 clusters Score -2905460 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2906083.250000 Penalty: 5019.883789
	Iteration 12Q: 3 clusters Score -2906083 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2906486.000000 Penalty: 5019.883789
	Iteration 13Q: 3 clusters Score -2906486 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2906841.000000 Penalty: 5019.883789
	Iteration 14Q: 3 clusters Score -2906841 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2907141.500000 Penalty: 5019.883789
	Iteration 15Q: 3 clusters Score -2907142 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2907383.250000 Penalty: 5019.883789
	Iteration 16Q: 3 clusters Score -2907383 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2907545.500000 Penalty: 5019.883789
	Iteration 17Q: 3 clusters Score -2907546 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2907665.250000 Penalty: 5019.883789
	Iteration 18Q: 3 clusters Score -2907665 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2907767.500000 Penalty: 5019.883789
	Iteration 19Q: 3 clusters Score -2907768 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2907858.750000 Penalty: 5019.883789
	Iteration 20F: 3 clusters Score -2907859 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2907929.250000 Penalty: 5019.883789
	Iteration 21Q: 3 clusters Score -2907929 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2907969.750000 Penalty: 5019.883789
	Iteration 22Q: 3 clusters Score -2907970 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2908005.500000 Penalty: 5019.883789
	Iteration 23Q: 3 clusters Score -2908006 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2908050.500000 Penalty: 5019.883789
	Iteration 24Q: 3 clusters Score -2908050 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2908074.750000 Penalty: 5019.883789
	Iteration 25Q: 3 clusters Score -2908075 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2908100.500000 Penalty: 5019.883789
	Iteration 26Q: 3 clusters Score -2908100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2908119.250000 Penalty: 5019.883789
	Iteration 27Q: 3 clusters Score -2908119 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2908153.000000 Penalty: 5019.883789
	Iteration 28Q: 3 clusters Score -2908153 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2908186.000000 Penalty: 5019.883789
	Iteration 29Q: 3 clusters Score -2908186 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2908208.250000 Penalty: 5019.883789
	Iteration 30Q: 3 clusters Score -2908208 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2908235.000000 Penalty: 5019.883789
	Iteration 31Q: 3 clusters Score -2908235 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2908247.000000 Penalty: 5019.883789
	Iteration 32Q: 3 clusters Score -2908247 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2908265.500000 Penalty: 5019.883789
	Iteration 33Q: 3 clusters Score -2908266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2908281.500000 Penalty: 5019.883789
	Iteration 34Q: 3 clusters Score -2908282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2908285.000000 Penalty: 5019.883789
	Iteration 35Q: 3 clusters Score -2908285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2908293.250000 Penalty: 5019.883789
	Iteration 36Q: 3 clusters Score -2908293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2908306.250000 Penalty: 5019.883789
	Iteration 37Q: 3 clusters Score -2908306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2908323.250000 Penalty: 5019.883789
	Iteration 38Q: 3 clusters Score -2908323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2908336.250000 Penalty: 5019.883789
	Iteration 39Q: 3 clusters Score -2908336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2908348.000000 Penalty: 5019.883789
	Iteration 40F: 3 clusters Score -2908348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2908362.500000 Penalty: 5019.883789
	Iteration 41Q: 3 clusters Score -2908362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2908374.250000 Penalty: 5019.883789
	Iteration 42Q: 3 clusters Score -2908374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2908384.250000 Penalty: 5019.883789
	Iteration 43Q: 3 clusters Score -2908384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2908380.000000 Penalty: 5019.883789
	Iteration 44Q: 3 clusters Score -2908380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2908387.250000 Penalty: 5019.883789
	Iteration 45Q: 3 clusters Score -2908387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2908395.000000 Penalty: 5019.883789
	Iteration 46Q: 3 clusters Score -2908395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2908396.750000 Penalty: 5019.883789
	Iteration 47Q: 3 clusters Score -2908397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2908396.250000 Penalty: 5019.883789
	Iteration 48Q: 3 clusters Score -2908396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2908395.750000 Penalty: 5019.883789
	Iteration 49Q: 3 clusters Score -2908396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2908397.250000 Penalty: 5019.883789
	Iteration 50Q: 3 clusters Score -2908397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2908405.250000 Penalty: 5019.883789
	Iteration 51Q: 3 clusters Score -2908405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2908399.500000 Penalty: 5019.883789
	Iteration 52Q: 3 clusters Score -2908400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2908398.500000 Penalty: 5019.883789
	Iteration 53Q: 3 clusters Score -2908398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2908394.500000 Penalty: 5019.883789
	Iteration 54Q: 3 clusters Score -2908394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2908395.250000 Penalty: 5019.883789
	Iteration 55Q: 3 clusters Score -2908395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2908393.500000 Penalty: 5019.883789
	Iteration 56Q: 3 clusters Score -2908394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2908393.500000 Penalty: 5019.883789
	Iteration 57F: 3 clusters Score -2908394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 26881 members 
Mstep: Class 4 contains 8096 members 
Mstep: Class 5 contains 14930 members 
Mstep: Class 6 contains 45131 members 
Mstep: Class 7 contains 291089 members 
Mstep: Class 12 contains 16672 members 
Mstep: Class 15 contains 28926 members 
Mstep: Class 19 contains 24853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634448.000000 Penalty: 36522.324219
Iteration 159Q: 12 clusters Score -7.463445e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 26844 members 
Mstep: Class 4 contains 8072 members 
Mstep: Class 5 contains 14892 members 
Mstep: Class 6 contains 45104 members 
Mstep: Class 7 contains 291146 members 
Mstep: Class 8 contains 188877 members 
Mstep: Class 12 contains 16619 members 
Mstep: Class 15 contains 28924 members 
Mstep: Class 19 contains 24752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634232.000000 Penalty: 36522.324219
Iteration 160F: 12 clusters Score -7.463423e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 26794 members 
Mstep: Class 4 contains 8047 members 
Mstep: Class 5 contains 14855 members 
Mstep: Class 6 contains 45138 members 
Mstep: Class 7 contains 290802 members 
Mstep: Class 8 contains 189397 members 
Mstep: Class 12 contains 16568 members 
Mstep: Class 15 contains 28919 members 
Mstep: Class 19 contains 24698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634056.000000 Penalty: 36522.324219
Iteration 161Q: 12 clusters Score -7.463406e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 26746 members 
Mstep: Class 4 contains 8031 members 
Mstep: Class 5 contains 14845 members 
Mstep: Class 6 contains 45202 members 
Mstep: Class 7 contains 290197 members 
Mstep: Class 8 contains 190081 members 
Mstep: Class 12 contains 16514 members 
Mstep: Class 15 contains 28919 members 
Mstep: Class 19 contains 24648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634240.000000 Penalty: 36522.324219
Iteration 162Q: 12 clusters Score -7.463424e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 26706 members 
Mstep: Class 4 contains 8005 members 
Mstep: Class 5 contains 14833 members 
Mstep: Class 6 contains 45265 members 
Mstep: Class 7 contains 289520 members 
Mstep: Class 8 contains 190831 members 
Mstep: Class 12 contains 16463 members 
Mstep: Class 15 contains 28919 members 
Mstep: Class 19 contains 24603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634520.000000 Penalty: 36522.324219
Iteration 163Q: 12 clusters Score -7.463452e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 26663 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 14824 members 
Mstep: Class 6 contains 45313 members 
Mstep: Class 7 contains 288887 members 
Mstep: Class 8 contains 191534 members 
Mstep: Class 12 contains 16415 members 
Mstep: Class 15 contains 28920 members 
Mstep: Class 19 contains 24565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634728.000000 Penalty: 36522.324219
Iteration 164Q: 12 clusters Score -7.463473e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26616 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 45344 members 
Mstep: Class 7 contains 288305 members 
Mstep: Class 8 contains 192177 members 
Mstep: Class 12 contains 16381 members 
Mstep: Class 15 contains 28922 members 
Mstep: Class 19 contains 24534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634792.000000 Penalty: 36522.324219
Iteration 165Q: 12 clusters Score -7.463479e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26569 members 
Mstep: Class 4 contains 7946 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 45371 members 
Mstep: Class 7 contains 287783 members 
Mstep: Class 8 contains 192743 members 
Mstep: Class 12 contains 16359 members 
Mstep: Class 15 contains 28922 members 
Mstep: Class 19 contains 24503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634920.000000 Penalty: 36522.324219
Iteration 166Q: 12 clusters Score -7.463492e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26523 members 
Mstep: Class 4 contains 7933 members 
Mstep: Class 5 contains 14790 members 
Mstep: Class 6 contains 45394 members 
Mstep: Class 7 contains 287356 members 
Mstep: Class 8 contains 193216 members 
Mstep: Class 12 contains 16335 members 
Mstep: Class 15 contains 28924 members 
Mstep: Class 19 contains 24477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634952.000000 Penalty: 36522.324219
Iteration 167Q: 12 clusters Score -7.463495e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26480 members 
Mstep: Class 4 contains 7920 members 
Mstep: Class 5 contains 14762 members 
Mstep: Class 6 contains 45410 members 
Mstep: Class 7 contains 286985 members 
Mstep: Class 8 contains 193636 members 
Mstep: Class 12 contains 16307 members 
Mstep: Class 15 contains 28926 members 
Mstep: Class 19 contains 24463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635152.000000 Penalty: 36522.324219
Iteration 168Q: 12 clusters Score -7.463515e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26434 members 
Mstep: Class 4 contains 7898 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 45419 members 
Mstep: Class 7 contains 286603 members 
Mstep: Class 8 contains 194096 members 
Mstep: Class 12 contains 16285 members 
Mstep: Class 15 contains 28924 members 
Mstep: Class 19 contains 24448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635456.000000 Penalty: 36522.324219
Iteration 169Q: 12 clusters Score -7.463546e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26397 members 
Mstep: Class 4 contains 7889 members 
Mstep: Class 5 contains 14719 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 286309 members 
Mstep: Class 8 contains 194450 members 
Mstep: Class 12 contains 16256 members 
Mstep: Class 15 contains 28926 members 
Mstep: Class 19 contains 24437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635584.000000 Penalty: 36522.324219
Iteration 170Q: 12 clusters Score -7.463558e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 26354 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 5 contains 14706 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 286056 members 
Mstep: Class 8 contains 194749 members 
Mstep: Class 12 contains 16218 members 
Mstep: Class 15 contains 28931 members 
Mstep: Class 19 contains 24430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635720.000000 Penalty: 36522.324219
Iteration 171Q: 12 clusters Score -7.463572e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26307 members 
Mstep: Class 4 contains 7862 members 
Mstep: Class 5 contains 14701 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 285890 members 
Mstep: Class 8 contains 194984 members 
Mstep: Class 12 contains 16175 members 
Mstep: Class 15 contains 28929 members 
Mstep: Class 19 contains 24419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635800.000000 Penalty: 36522.324219
Iteration 172Q: 12 clusters Score -7.46358e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 26279 members 
Mstep: Class 4 contains 7847 members 
Mstep: Class 5 contains 14676 members 
Mstep: Class 6 contains 45393 members 
Mstep: Class 7 contains 285793 members 
Mstep: Class 8 contains 195175 members 
Mstep: Class 12 contains 16135 members 
Mstep: Class 15 contains 28932 members 
Mstep: Class 19 contains 24405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635808.000000 Penalty: 36522.324219
Iteration 173Q: 12 clusters Score -7.463581e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 26249 members 
Mstep: Class 4 contains 7829 members 
Mstep: Class 5 contains 14664 members 
Mstep: Class 6 contains 45379 members 
Mstep: Class 7 contains 285680 members 
Mstep: Class 8 contains 195340 members 
Mstep: Class 12 contains 16106 members 
Mstep: Class 15 contains 28935 members 
Mstep: Class 19 contains 24392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635784.000000 Penalty: 36522.324219
Iteration 174Q: 12 clusters Score -7.463578e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 26217 members 
Mstep: Class 4 contains 7813 members 
Mstep: Class 5 contains 14654 members 
Mstep: Class 6 contains 45364 members 
Mstep: Class 7 contains 285553 members 
Mstep: Class 8 contains 195533 members 
Mstep: Class 12 contains 16080 members 
Mstep: Class 15 contains 28938 members 
Mstep: Class 19 contains 24380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635776.000000 Penalty: 36522.324219
Iteration 175Q: 12 clusters Score -7.463578e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 26172 members 
Mstep: Class 4 contains 7802 members 
Mstep: Class 5 contains 14650 members 
Mstep: Class 6 contains 45346 members 
Mstep: Class 7 contains 285408 members 
Mstep: Class 8 contains 195741 members 
Mstep: Class 12 contains 16051 members 
Mstep: Class 15 contains 28941 members 
Mstep: Class 19 contains 24377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635728.000000 Penalty: 36522.324219
Iteration 176Q: 12 clusters Score -7.463573e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 26124 members 
Mstep: Class 4 contains 7795 members 
Mstep: Class 5 contains 14658 members 
Mstep: Class 6 contains 45330 members 
Mstep: Class 7 contains 285285 members 
Mstep: Class 8 contains 195923 members 
Mstep: Class 12 contains 16018 members 
Mstep: Class 15 contains 28939 members 
Mstep: Class 19 contains 24368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635712.000000 Penalty: 36522.324219
Iteration 177Q: 12 clusters Score -7.463571e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 26094 members 
Mstep: Class 4 contains 7791 members 
Mstep: Class 5 contains 14653 members 
Mstep: Class 6 contains 45309 members 
Mstep: Class 7 contains 285182 members 
Mstep: Class 8 contains 196064 members 
Mstep: Class 12 contains 15988 members 
Mstep: Class 15 contains 28941 members 
Mstep: Class 19 contains 24364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635712.000000 Penalty: 36522.324219
Iteration 178Q: 12 clusters Score -7.463571e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 26059 members 
Mstep: Class 4 contains 7787 members 
Mstep: Class 5 contains 14644 members 
Mstep: Class 6 contains 45298 members 
Mstep: Class 7 contains 285061 members 
Mstep: Class 8 contains 196212 members 
Mstep: Class 12 contains 15955 members 
Mstep: Class 15 contains 28947 members 
Mstep: Class 19 contains 24359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635904.000000 Penalty: 36522.324219
Iteration 179Q: 12 clusters Score -7.46359e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 26024 members 
Mstep: Class 4 contains 7790 members 
Mstep: Class 5 contains 14633 members 
Mstep: Class 6 contains 45285 members 
Mstep: Class 7 contains 284992 members 
Mstep: Class 8 contains 196318 members 
Mstep: Class 12 contains 15911 members 
Mstep: Class 15 contains 28949 members 
Mstep: Class 19 contains 24353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635976.000000 Penalty: 36522.324219
Iteration 180F: 12 clusters Score -7.463598e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25999 members 
Mstep: Class 4 contains 7784 members 
Mstep: Class 5 contains 14619 members 
Mstep: Class 6 contains 45263 members 
Mstep: Class 7 contains 284935 members 
Mstep: Class 8 contains 196427 members 
Mstep: Class 12 contains 15858 members 
Mstep: Class 15 contains 28950 members 
Mstep: Class 19 contains 24353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636032.000000 Penalty: 36522.324219
Iteration 181Q: 12 clusters Score -7.463603e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25984 members 
Mstep: Class 4 contains 7767 members 
Mstep: Class 5 contains 14612 members 
Mstep: Class 6 contains 45236 members 
Mstep: Class 7 contains 284881 members 
Mstep: Class 8 contains 196524 members 
Mstep: Class 12 contains 15811 members 
Mstep: Class 15 contains 28951 members 
Mstep: Class 19 contains 24349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636120.000000 Penalty: 36522.324219
Iteration 182Q: 12 clusters Score -7.463612e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25962 members 
Mstep: Class 4 contains 7760 members 
Mstep: Class 5 contains 14610 members 
Mstep: Class 6 contains 45210 members 
Mstep: Class 7 contains 284860 members 
Mstep: Class 8 contains 196575 members 
Mstep: Class 12 contains 15773 members 
Mstep: Class 15 contains 28954 members 
Mstep: Class 19 contains 24340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636248.000000 Penalty: 36522.324219
Iteration 183Q: 12 clusters Score -7.463625e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25940 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 14602 members 
Mstep: Class 6 contains 45195 members 
Mstep: Class 7 contains 284847 members 
Mstep: Class 8 contains 196643 members 
Mstep: Class 12 contains 15724 members 
Mstep: Class 15 contains 28958 members 
Mstep: Class 19 contains 24331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636392.000000 Penalty: 36522.324219
Iteration 184Q: 12 clusters Score -7.463639e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25920 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 14590 members 
Mstep: Class 6 contains 45185 members 
Mstep: Class 7 contains 284834 members 
Mstep: Class 8 contains 196694 members 
Mstep: Class 12 contains 15681 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 19 contains 24318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636552.000000 Penalty: 36522.324219
Iteration 185Q: 12 clusters Score -7.463655e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25895 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 45172 members 
Mstep: Class 7 contains 284811 members 
Mstep: Class 8 contains 196737 members 
Mstep: Class 12 contains 15657 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 19 contains 24306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636544.000000 Penalty: 36522.324219
Iteration 186Q: 12 clusters Score -7.463654e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25881 members 
Mstep: Class 4 contains 7725 members 
Mstep: Class 5 contains 14583 members 
Mstep: Class 6 contains 45157 members 
Mstep: Class 7 contains 284770 members 
Mstep: Class 8 contains 196776 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 15 contains 28974 members 
Mstep: Class 19 contains 24300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636584.000000 Penalty: 36522.324219
Iteration 187Q: 12 clusters Score -7.463658e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25861 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 14583 members 
Mstep: Class 6 contains 45146 members 
Mstep: Class 7 contains 284723 members 
Mstep: Class 8 contains 196824 members 
Mstep: Class 12 contains 15598 members 
Mstep: Class 15 contains 28975 members 
Mstep: Class 19 contains 24302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636616.000000 Penalty: 36522.324219
Iteration 188Q: 12 clusters Score -7.463662e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25849 members 
Mstep: Class 4 contains 7713 members 
Mstep: Class 5 contains 14586 members 
Mstep: Class 6 contains 45128 members 
Mstep: Class 7 contains 284696 members 
Mstep: Class 8 contains 196854 members 
Mstep: Class 12 contains 15564 members 
Mstep: Class 15 contains 28977 members 
Mstep: Class 19 contains 24295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636520.000000 Penalty: 36522.324219
Iteration 189Q: 12 clusters Score -7.463652e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25841 members 
Mstep: Class 4 contains 7711 members 
Mstep: Class 5 contains 14575 members 
Mstep: Class 6 contains 45112 members 
Mstep: Class 7 contains 284693 members 
Mstep: Class 8 contains 196874 members 
Mstep: Class 12 contains 15527 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 19 contains 24289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636568.000000 Penalty: 36522.324219
Iteration 190Q: 12 clusters Score -7.463657e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25836 members 
Mstep: Class 4 contains 7704 members 
Mstep: Class 5 contains 14563 members 
Mstep: Class 6 contains 45100 members 
Mstep: Class 7 contains 284669 members 
Mstep: Class 8 contains 196898 members 
Mstep: Class 12 contains 15487 members 
Mstep: Class 15 contains 28977 members 
Mstep: Class 19 contains 24289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636640.000000 Penalty: 36522.324219
Iteration 191Q: 12 clusters Score -7.463664e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25823 members 
Mstep: Class 4 contains 7699 members 
Mstep: Class 5 contains 14551 members 
Mstep: Class 6 contains 45092 members 
Mstep: Class 7 contains 284641 members 
Mstep: Class 8 contains 196916 members 
Mstep: Class 12 contains 15456 members 
Mstep: Class 15 contains 28977 members 
Mstep: Class 19 contains 24290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636568.000000 Penalty: 36522.324219
Iteration 192Q: 12 clusters Score -7.463657e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25811 members 
Mstep: Class 4 contains 7693 members 
Mstep: Class 5 contains 14550 members 
Mstep: Class 6 contains 45082 members 
Mstep: Class 7 contains 284641 members 
Mstep: Class 8 contains 196908 members 
Mstep: Class 12 contains 15426 members 
Mstep: Class 15 contains 28974 members 
Mstep: Class 19 contains 24286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636576.000000 Penalty: 36522.324219
Iteration 193Q: 12 clusters Score -7.463658e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25806 members 
Mstep: Class 4 contains 7695 members 
Mstep: Class 5 contains 14544 members 
Mstep: Class 6 contains 45076 members 
Mstep: Class 7 contains 284624 members 
Mstep: Class 8 contains 196906 members 
Mstep: Class 12 contains 15401 members 
Mstep: Class 15 contains 28972 members 
Mstep: Class 19 contains 24280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636536.000000 Penalty: 36522.324219
Iteration 194Q: 12 clusters Score -7.463654e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25796 members 
Mstep: Class 4 contains 7695 members 
Mstep: Class 5 contains 14541 members 
Mstep: Class 6 contains 45063 members 
Mstep: Class 7 contains 284603 members 
Mstep: Class 8 contains 196913 members 
Mstep: Class 12 contains 15368 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 19 contains 24282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636616.000000 Penalty: 36522.324219
Iteration 195Q: 12 clusters Score -7.463662e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25783 members 
Mstep: Class 4 contains 7693 members 
Mstep: Class 5 contains 14532 members 
Mstep: Class 6 contains 45047 members 
Mstep: Class 7 contains 284549 members 
Mstep: Class 8 contains 196970 members 
Mstep: Class 12 contains 15338 members 
Mstep: Class 15 contains 28968 members 
Mstep: Class 19 contains 24281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636512.000000 Penalty: 36522.324219
Iteration 196Q: 12 clusters Score -7.463651e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25774 members 
Mstep: Class 4 contains 7694 members 
Mstep: Class 5 contains 14529 members 
Mstep: Class 6 contains 45038 members 
Mstep: Class 7 contains 284496 members 
Mstep: Class 8 contains 197007 members 
Mstep: Class 12 contains 15312 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 19 contains 24275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636632.000000 Penalty: 36522.324219
Iteration 197Q: 12 clusters Score -7.463663e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25757 members 
Mstep: Class 4 contains 7693 members 
Mstep: Class 5 contains 14526 members 
Mstep: Class 6 contains 45023 members 
Mstep: Class 7 contains 284448 members 
Mstep: Class 8 contains 197049 members 
Mstep: Class 12 contains 15293 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 19 contains 24272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636648.000000 Penalty: 36522.324219
Iteration 198Q: 12 clusters Score -7.463665e+07 nChanged 412
Entering ConstructFrom: 
Score: -74636648.000000 Penalty: 36522.324219
Entering ConstructFrom: 
Trying to split cluster 1 (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: -907990.437500 Penalty: 2218.474854
	Iteration 0F: 2 clusters Score -907990.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -901766.000000 Penalty: 4436.949707
	Iteration 0F: 3 clusters Score -901766 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -903416.875000 Penalty: 4436.949707
	Iteration 1F: 3 clusters Score -903416.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -903674.812500 Penalty: 4436.949707
	Iteration 2F: 3 clusters Score -903674.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -903901.125000 Penalty: 4436.949707
	Iteration 3F: 3 clusters Score -903901.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -904112.500000 Penalty: 4436.949707
	Iteration 4Q: 3 clusters Score -904112.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -904329.000000 Penalty: 4436.949707
	Iteration 5Q: 3 clusters Score -904329 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -904524.375000 Penalty: 4436.949707
	Iteration 6Q: 3 clusters Score -904524.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -904731.250000 Penalty: 4436.949707
	Iteration 7Q: 3 clusters Score -904731.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -904948.875000 Penalty: 4436.949707
	Iteration 8Q: 3 clusters Score -904948.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -905177.937500 Penalty: 4436.949707
	Iteration 9Q: 3 clusters Score -905177.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -905400.062500 Penalty: 4436.949707
	Iteration 10Q: 3 clusters Score -905400.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -905599.875000 Penalty: 4436.949707
	Iteration 11Q: 3 clusters Score -905599.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -905763.750000 Penalty: 4436.949707
	Iteration 12Q: 3 clusters Score -905763.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -905888.937500 Penalty: 4436.949707
	Iteration 13Q: 3 clusters Score -905888.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -905963.812500 Penalty: 4436.949707
	Iteration 14Q: 3 clusters Score -905963.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -906015.625000 Penalty: 4436.949707
	Iteration 15Q: 3 clusters Score -906015.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -906042.000000 Penalty: 4436.949707
	Iteration 16Q: 3 clusters Score -906042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -906060.062500 Penalty: 4436.949707
	Iteration 17Q: 3 clusters Score -906060.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -906078.875000 Penalty: 4436.949707
	Iteration 18Q: 3 clusters Score -906078.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -906091.937500 Penalty: 4436.949707
	Iteration 19Q: 3 clusters Score -906091.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -906099.375000 Penalty: 4436.949707
	Iteration 20F: 3 clusters Score -906099.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -906104.750000 Penalty: 4436.949707
	Iteration 21Q: 3 clusters Score -906104.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -906110.312500 Penalty: 4436.949707
	Iteration 22Q: 3 clusters Score -906110.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -906115.250000 Penalty: 4436.949707
	Iteration 23Q: 3 clusters Score -906115.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -906117.625000 Penalty: 4436.949707
	Iteration 24Q: 3 clusters Score -906117.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -906120.812500 Penalty: 4436.949707
	Iteration 25Q: 3 clusters Score -906120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -906122.375000 Penalty: 4436.949707
	Iteration 26Q: 3 clusters Score -906122.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -906126.062500 Penalty: 4436.949707
	Iteration 27Q: 3 clusters Score -906126.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -906126.750000 Penalty: 4436.949707
	Iteration 28Q: 3 clusters Score -906126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -906128.437500 Penalty: 4436.949707
	Iteration 29Q: 3 clusters Score -906128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -906128.812500 Penalty: 4436.949707
	Iteration 30Q: 3 clusters Score -906128.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -906131.625000 Penalty: 4436.949707
	Iteration 31Q: 3 clusters Score -906131.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -906134.562500 Penalty: 4436.949707
	Iteration 32Q: 3 clusters Score -906134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -906134.437500 Penalty: 4436.949707
	Iteration 33Q: 3 clusters Score -906134.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -906133.750000 Penalty: 4436.949707
	Iteration 34Q: 3 clusters Score -906133.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -906133.750000 Penalty: 4436.949707
	Iteration 35F: 3 clusters Score -906133.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -144384.218750 Penalty: 1802.173218
	Iteration 0F: 2 clusters Score -144384.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142261.000000 Penalty: 3604.346436
	Iteration 0F: 3 clusters Score -142261 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -142947.156250 Penalty: 3604.346436
	Iteration 1F: 3 clusters Score -142947.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -143311.562500 Penalty: 3604.346436
	Iteration 2F: 3 clusters Score -143311.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -143724.281250 Penalty: 3604.346436
	Iteration 3F: 3 clusters Score -143724.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -144054.156250 Penalty: 3604.346436
	Iteration 4F: 3 clusters Score -144054.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -144387.328125 Penalty: 3604.346436
	Iteration 5F: 3 clusters Score -144387.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -144732.453125 Penalty: 3604.346436
	Iteration 6F: 3 clusters Score -144732.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -144848.109375 Penalty: 3604.346436
	Iteration 7Q: 3 clusters Score -144848.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -144902.218750 Penalty: 3604.346436
	Iteration 8Q: 3 clusters Score -144902.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -144926.625000 Penalty: 3604.346436
	Iteration 9Q: 3 clusters Score -144926.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -144989.875000 Penalty: 3604.346436
	Iteration 10Q: 3 clusters Score -144989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -145034.734375 Penalty: 3604.346436
	Iteration 11Q: 3 clusters Score -145034.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -145060.531250 Penalty: 3604.346436
	Iteration 12Q: 3 clusters Score -145060.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -145073.578125 Penalty: 3604.346436
	Iteration 13Q: 3 clusters Score -145073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -145103.562500 Penalty: 3604.346436
	Iteration 14Q: 3 clusters Score -145103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -145122.484375 Penalty: 3604.346436
	Iteration 15Q: 3 clusters Score -145122.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -145130.843750 Penalty: 3604.346436
	Iteration 16Q: 3 clusters Score -145130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -145137.187500 Penalty: 3604.346436
	Iteration 17Q: 3 clusters Score -145137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -145138.484375 Penalty: 3604.346436
	Iteration 18Q: 3 clusters Score -145138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -145138.484375 Penalty: 3604.346436
	Iteration 19F: 3 clusters Score -145138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1082 members 
Mstep: Class 3 contains 25744 members 
Mstep: Class 4 contains 7690 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 45009 members 
Mstep: Class 7 contains 284391 members 
Mstep: Class 8 contains 197128 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 12 contains 15271 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 19 contains 24267 members 
Entering Unmasked Estep 
Score: -74636024.000000 Penalty: 39842.535156
Splitting cluster 2 changes total score from -74636648.000000 to -74636024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (25744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Entering Unmasked Estep 
Score: -3020857.500000 Penalty: 2518.677490
	Iteration 0F: 2 clusters Score -3020858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3003057.000000 Penalty: 5037.354980
	Iteration 0F: 3 clusters Score -3003057 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3009222.000000 Penalty: 5037.354980
	Iteration 1F: 3 clusters Score -3009222 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3009723.000000 Penalty: 5037.354980
	Iteration 2Q: 3 clusters Score -3009723 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3010333.250000 Penalty: 5037.354980
	Iteration 3Q: 3 clusters Score -3010333 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3011210.250000 Penalty: 5037.354980
	Iteration 4F: 3 clusters Score -3011210 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3012403.000000 Penalty: 5037.354980
	Iteration 5F: 3 clusters Score -3012403 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3013981.000000 Penalty: 5037.354980
	Iteration 6F: 3 clusters Score -3013981 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3015607.750000 Penalty: 5037.354980
	Iteration 7F: 3 clusters Score -3015608 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3017126.000000 Penalty: 5037.354980
	Iteration 8F: 3 clusters Score -3017126 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3018144.500000 Penalty: 5037.354980
	Iteration 9Q: 3 clusters Score -3018144 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3018659.250000 Penalty: 5037.354980
	Iteration 10Q: 3 clusters Score -3018659 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3018868.750000 Penalty: 5037.354980
	Iteration 11Q: 3 clusters Score -3018869 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3018965.250000 Penalty: 5037.354980
	Iteration 12Q: 3 clusters Score -3018965 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -3019005.000000 Penalty: 5037.354980
	Iteration 13Q: 3 clusters Score -3019005 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3019043.250000 Penalty: 5037.354980
	Iteration 14Q: 3 clusters Score -3019043 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3019058.750000 Penalty: 5037.354980
	Iteration 15Q: 3 clusters Score -3019059 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3019072.250000 Penalty: 5037.354980
	Iteration 16Q: 3 clusters Score -3019072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3019083.000000 Penalty: 5037.354980
	Iteration 17Q: 3 clusters Score -3019083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3019104.250000 Penalty: 5037.354980
	Iteration 18Q: 3 clusters Score -3019104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3019117.750000 Penalty: 5037.354980
	Iteration 19Q: 3 clusters Score -3019118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3019144.250000 Penalty: 5037.354980
	Iteration 20F: 3 clusters Score -3019144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3019152.500000 Penalty: 5037.354980
	Iteration 21Q: 3 clusters Score -3019152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -3019157.500000 Penalty: 5037.354980
	Iteration 22Q: 3 clusters Score -3019158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -3019171.250000 Penalty: 5037.354980
	Iteration 23Q: 3 clusters Score -3019171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3019192.000000 Penalty: 5037.354980
	Iteration 24Q: 3 clusters Score -3019192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3019188.250000 Penalty: 5037.354980
	Iteration 25Q: 3 clusters Score -3019188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3019196.500000 Penalty: 5037.354980
	Iteration 26Q: 3 clusters Score -3019196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3019206.250000 Penalty: 5037.354980
	Iteration 27Q: 3 clusters Score -3019206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3019211.500000 Penalty: 5037.354980
	Iteration 28Q: 3 clusters Score -3019212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3019217.250000 Penalty: 5037.354980
	Iteration 29Q: 3 clusters Score -3019217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3019226.000000 Penalty: 5037.354980
	Iteration 30Q: 3 clusters Score -3019226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3019230.500000 Penalty: 5037.354980
	Iteration 31Q: 3 clusters Score -3019230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3019235.250000 Penalty: 5037.354980
	Iteration 32Q: 3 clusters Score -3019235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3019234.250000 Penalty: 5037.354980
	Iteration 33Q: 3 clusters Score -3019234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3019231.750000 Penalty: 5037.354980
	Iteration 34Q: 3 clusters Score -3019232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3019237.500000 Penalty: 5037.354980
	Iteration 35Q: 3 clusters Score -3019238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3019243.000000 Penalty: 5037.354980
	Iteration 36Q: 3 clusters Score -3019243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3019240.750000 Penalty: 5037.354980
	Iteration 37Q: 3 clusters Score -3019241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3019241.500000 Penalty: 5037.354980
	Iteration 38Q: 3 clusters Score -3019242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3019244.750000 Penalty: 5037.354980
	Iteration 39Q: 3 clusters Score -3019245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3019252.000000 Penalty: 5037.354980
	Iteration 40F: 3 clusters Score -3019252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3019252.750000 Penalty: 5037.354980
	Iteration 41Q: 3 clusters Score -3019253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3019262.000000 Penalty: 5037.354980
	Iteration 42Q: 3 clusters Score -3019262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3019265.000000 Penalty: 5037.354980
	Iteration 43Q: 3 clusters Score -3019265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3019258.500000 Penalty: 5037.354980
	Iteration 44Q: 3 clusters Score -3019258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3019262.250000 Penalty: 5037.354980
	Iteration 45Q: 3 clusters Score -3019262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3019267.250000 Penalty: 5037.354980
	Iteration 46Q: 3 clusters Score -3019267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3019266.250000 Penalty: 5037.354980
	Iteration 47Q: 3 clusters Score -3019266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3019259.750000 Penalty: 5037.354980
	Iteration 48Q: 3 clusters Score -3019260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3019267.750000 Penalty: 5037.354980
	Iteration 49Q: 3 clusters Score -3019268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3019269.250000 Penalty: 5037.354980
	Iteration 50Q: 3 clusters Score -3019269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3019272.000000 Penalty: 5037.354980
	Iteration 51Q: 3 clusters Score -3019272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3019275.500000 Penalty: 5037.354980
	Iteration 52Q: 3 clusters Score -3019276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3019275.250000 Penalty: 5037.354980
	Iteration 53Q: 3 clusters Score -3019275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3019271.250000 Penalty: 5037.354980
	Iteration 54Q: 3 clusters Score -3019271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3019269.500000 Penalty: 5037.354980
	Iteration 55Q: 3 clusters Score -3019270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3019270.250000 Penalty: 5037.354980
	Iteration 56Q: 3 clusters Score -3019270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3019269.000000 Penalty: 5037.354980
	Iteration 57Q: 3 clusters Score -3019269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3019271.250000 Penalty: 5037.354980
	Iteration 58Q: 3 clusters Score -3019271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3019274.000000 Penalty: 5037.354980
	Iteration 59Q: 3 clusters Score -3019274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3019278.500000 Penalty: 5037.354980
	Iteration 60F: 3 clusters Score -3019278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3019281.250000 Penalty: 5037.354980
	Iteration 61Q: 3 clusters Score -3019281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3019281.000000 Penalty: 5037.354980
	Iteration 62Q: 3 clusters Score -3019281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3019285.250000 Penalty: 5037.354980
	Iteration 63Q: 3 clusters Score -3019285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3019287.000000 Penalty: 5037.354980
	Iteration 64Q: 3 clusters Score -3019287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3019289.750000 Penalty: 5037.354980
	Iteration 65Q: 3 clusters Score -3019290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -3019288.750000 Penalty: 5037.354980
	Iteration 66Q: 3 clusters Score -3019289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3019295.250000 Penalty: 5037.354980
	Iteration 67Q: 3 clusters Score -3019295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3019294.250000 Penalty: 5037.354980
	Iteration 68Q: 3 clusters Score -3019294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3019298.250000 Penalty: 5037.354980
	Iteration 69Q: 3 clusters Score -3019298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3019304.250000 Penalty: 5037.354980
	Iteration 70Q: 3 clusters Score -3019304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3019307.250000 Penalty: 5037.354980
	Iteration 71Q: 3 clusters Score -3019307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3019313.750000 Penalty: 5037.354980
	Iteration 72Q: 3 clusters Score -3019314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3019312.500000 Penalty: 5037.354980
	Iteration 73Q: 3 clusters Score -3019312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3019312.500000 Penalty: 5037.354980
	Iteration 74Q: 3 clusters Score -3019312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3019319.250000 Penalty: 5037.354980
	Iteration 75Q: 3 clusters Score -3019319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3019319.500000 Penalty: 5037.354980
	Iteration 76Q: 3 clusters Score -3019320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3019319.750000 Penalty: 5037.354980
	Iteration 77Q: 3 clusters Score -3019320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3019318.000000 Penalty: 5037.354980
	Iteration 78Q: 3 clusters Score -3019318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3019317.750000 Penalty: 5037.354980
	Iteration 79Q: 3 clusters Score -3019318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3019316.500000 Penalty: 5037.354980
	Iteration 80F: 3 clusters Score -3019316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3019316.750000 Penalty: 5037.354980
	Iteration 81Q: 3 clusters Score -3019317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3019316.750000 Penalty: 5037.354980
	Iteration 82Q: 3 clusters Score -3019317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -3019316.750000 Penalty: 5037.354980
	Iteration 83Q: 3 clusters Score -3019317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3019317.500000 Penalty: 5037.354980
	Iteration 84Q: 3 clusters Score -3019318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3019314.250000 Penalty: 5037.354980
	Iteration 85Q: 3 clusters Score -3019314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3019314.250000 Penalty: 5037.354980
	Iteration 86F: 3 clusters Score -3019314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Entering Unmasked Estep 
Score: -893709.062500 Penalty: 2219.023682
	Iteration 0F: 2 clusters Score -893709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -887410.250000 Penalty: 4438.047363
	Iteration 0F: 3 clusters Score -887410.2 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -889148.250000 Penalty: 4438.047363
	Iteration 1F: 3 clusters Score -889148.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -889421.562500 Penalty: 4438.047363
	Iteration 2F: 3 clusters Score -889421.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -889612.125000 Penalty: 4438.047363
	Iteration 3F: 3 clusters Score -889612.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -889751.562500 Penalty: 4438.047363
	Iteration 4Q: 3 clusters Score -889751.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -889874.000000 Penalty: 4438.047363
	Iteration 5Q: 3 clusters Score -889874 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -889983.000000 Penalty: 4438.047363
	Iteration 6Q: 3 clusters Score -889983 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -890107.125000 Penalty: 4438.047363
	Iteration 7Q: 3 clusters Score -890107.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -890236.437500 Penalty: 4438.047363
	Iteration 8Q: 3 clusters Score -890236.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -890364.625000 Penalty: 4438.047363
	Iteration 9Q: 3 clusters Score -890364.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -890514.062500 Penalty: 4438.047363
	Iteration 10Q: 3 clusters Score -890514.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -890662.250000 Penalty: 4438.047363
	Iteration 11Q: 3 clusters Score -890662.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -890815.625000 Penalty: 4438.047363
	Iteration 12Q: 3 clusters Score -890815.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -891010.500000 Penalty: 4438.047363
	Iteration 13Q: 3 clusters Score -891010.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -891252.437500 Penalty: 4438.047363
	Iteration 14Q: 3 clusters Score -891252.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -891530.875000 Penalty: 4438.047363
	Iteration 15Q: 3 clusters Score -891530.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -891828.937500 Penalty: 4438.047363
	Iteration 16Q: 3 clusters Score -891828.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -892130.500000 Penalty: 4438.047363
	Iteration 17Q: 3 clusters Score -892130.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -892394.625000 Penalty: 4438.047363
	Iteration 18Q: 3 clusters Score -892394.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -892554.062500 Penalty: 4438.047363
	Iteration 19Q: 3 clusters Score -892554.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -892640.625000 Penalty: 4438.047363
	Iteration 20F: 3 clusters Score -892640.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -892705.250000 Penalty: 4438.047363
	Iteration 21Q: 3 clusters Score -892705.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -892745.187500 Penalty: 4438.047363
	Iteration 22Q: 3 clusters Score -892745.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -892768.250000 Penalty: 4438.047363
	Iteration 23Q: 3 clusters Score -892768.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -892782.250000 Penalty: 4438.047363
	Iteration 24Q: 3 clusters Score -892782.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -892791.187500 Penalty: 4438.047363
	Iteration 25Q: 3 clusters Score -892791.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -892800.312500 Penalty: 4438.047363
	Iteration 26Q: 3 clusters Score -892800.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -892809.000000 Penalty: 4438.047363
	Iteration 27Q: 3 clusters Score -892809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -892811.250000 Penalty: 4438.047363
	Iteration 28Q: 3 clusters Score -892811.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -892811.812500 Penalty: 4438.047363
	Iteration 29Q: 3 clusters Score -892811.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -892813.625000 Penalty: 4438.047363
	Iteration 30Q: 3 clusters Score -892813.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -892814.437500 Penalty: 4438.047363
	Iteration 31Q: 3 clusters Score -892814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -892815.875000 Penalty: 4438.047363
	Iteration 32Q: 3 clusters Score -892815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -892815.312500 Penalty: 4438.047363
	Iteration 33Q: 3 clusters Score -892815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -892815.437500 Penalty: 4438.047363
	Iteration 34Q: 3 clusters Score -892815.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -892816.375000 Penalty: 4438.047363
	Iteration 35Q: 3 clusters Score -892816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -892816.437500 Penalty: 4438.047363
	Iteration 36Q: 3 clusters Score -892816.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -892816.500000 Penalty: 4438.047363
	Iteration 37Q: 3 clusters Score -892816.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -892816.500000 Penalty: 4438.047363
	Iteration 38F: 3 clusters Score -892816.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Entering Unmasked Estep 
Score: -1717907.750000 Penalty: 2376.619873
	Iteration 0F: 2 clusters Score -1717908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1707390.375000 Penalty: 4753.239746
	Iteration 0F: 3 clusters Score -1707390 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1710674.250000 Penalty: 4753.239746
	Iteration 1F: 3 clusters Score -1710674 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1711016.625000 Penalty: 4753.239746
	Iteration 2F: 3 clusters Score -1711017 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1711316.000000 Penalty: 4753.239746
	Iteration 3F: 3 clusters Score -1711316 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1711554.000000 Penalty: 4753.239746
	Iteration 4Q: 3 clusters Score -1711554 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1711822.625000 Penalty: 4753.239746
	Iteration 5Q: 3 clusters Score -1711823 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1712166.375000 Penalty: 4753.239746
	Iteration 6Q: 3 clusters Score -1712166 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1712614.250000 Penalty: 4753.239746
	Iteration 7Q: 3 clusters Score -1712614 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1713156.750000 Penalty: 4753.239746
	Iteration 8F: 3 clusters Score -1713157 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1713756.750000 Penalty: 4753.239746
	Iteration 9F: 3 clusters Score -1713757 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1714346.000000 Penalty: 4753.239746
	Iteration 10F: 3 clusters Score -1714346 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1714805.250000 Penalty: 4753.239746
	Iteration 11Q: 3 clusters Score -1714805 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1715115.375000 Penalty: 4753.239746
	Iteration 12Q: 3 clusters Score -1715115 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1715327.000000 Penalty: 4753.239746
	Iteration 13Q: 3 clusters Score -1715327 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1715488.500000 Penalty: 4753.239746
	Iteration 14Q: 3 clusters Score -1715488 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1715586.375000 Penalty: 4753.239746
	Iteration 15Q: 3 clusters Score -1715586 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1715651.000000 Penalty: 4753.239746
	Iteration 16Q: 3 clusters Score -1715651 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1715710.250000 Penalty: 4753.239746
	Iteration 17Q: 3 clusters Score -1715710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1715741.875000 Penalty: 4753.239746
	Iteration 18Q: 3 clusters Score -1715742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1715776.750000 Penalty: 4753.239746
	Iteration 19Q: 3 clusters Score -1715777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1715798.375000 Penalty: 4753.239746
	Iteration 20F: 3 clusters Score -1715798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1715817.500000 Penalty: 4753.239746
	Iteration 21Q: 3 clusters Score -1715818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1715839.250000 Penalty: 4753.239746
	Iteration 22Q: 3 clusters Score -1715839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1715856.750000 Penalty: 4753.239746
	Iteration 23Q: 3 clusters Score -1715857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1715863.125000 Penalty: 4753.239746
	Iteration 24Q: 3 clusters Score -1715863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1715873.875000 Penalty: 4753.239746
	Iteration 25Q: 3 clusters Score -1715874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1715881.625000 Penalty: 4753.239746
	Iteration 26Q: 3 clusters Score -1715882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1715886.625000 Penalty: 4753.239746
	Iteration 27Q: 3 clusters Score -1715887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1715895.250000 Penalty: 4753.239746
	Iteration 28Q: 3 clusters Score -1715895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1715904.750000 Penalty: 4753.239746
	Iteration 29Q: 3 clusters Score -1715905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1715913.500000 Penalty: 4753.239746
	Iteration 30Q: 3 clusters Score -1715914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1715916.875000 Penalty: 4753.239746
	Iteration 31Q: 3 clusters Score -1715917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1715921.250000 Penalty: 4753.239746
	Iteration 32Q: 3 clusters Score -1715921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1715923.250000 Penalty: 4753.239746
	Iteration 33Q: 3 clusters Score -1715923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1715923.250000 Penalty: 4753.239746
	Iteration 34F: 3 clusters Score -1715923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Entering Unmasked Estep 
Score: -5085930.000000 Penalty: 2657.225098
	Iteration 0F: 2 clusters Score -5085930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -5055548.500000 Penalty: 5314.450195
	Iteration 0F: 3 clusters Score -5055548 nChanged 20764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -5067829.500000 Penalty: 5314.450195
	Iteration 1F: 3 clusters Score -5067830 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -5069469.000000 Penalty: 5314.450195
	Iteration 2F: 3 clusters Score -5069469 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -5071259.500000 Penalty: 5314.450195
	Iteration 3F: 3 clusters Score -5071260 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -5072896.000000 Penalty: 5314.450195
	Iteration 4F: 3 clusters Score -5072896 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -5074361.000000 Penalty: 5314.450195
	Iteration 5F: 3 clusters Score -5074361 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -5075819.500000 Penalty: 5314.450195
	Iteration 6F: 3 clusters Score -5075820 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -5077231.500000 Penalty: 5314.450195
	Iteration 7F: 3 clusters Score -5077232 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -5078576.000000 Penalty: 5314.450195
	Iteration 8F: 3 clusters Score -5078576 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -5079895.000000 Penalty: 5314.450195
	Iteration 9Q: 3 clusters Score -5079895 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -5081038.500000 Penalty: 5314.450195
	Iteration 10Q: 3 clusters Score -5081038 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -5082199.000000 Penalty: 5314.450195
	Iteration 11Q: 3 clusters Score -5082199 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -5083452.500000 Penalty: 5314.450195
	Iteration 12Q: 3 clusters Score -5083452 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -5084640.000000 Penalty: 5314.450195
	Iteration 13Q: 3 clusters Score -5084640 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -5085270.500000 Penalty: 5314.450195
	Iteration 14Q: 3 clusters Score -5085270 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -5085529.000000 Penalty: 5314.450195
	Iteration 15Q: 3 clusters Score -5085529 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5085687.500000 Penalty: 5314.450195
	Iteration 16Q: 3 clusters Score -5085688 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -5085781.000000 Penalty: 5314.450195
	Iteration 17Q: 3 clusters Score -5085781 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5085846.500000 Penalty: 5314.450195
	Iteration 18Q: 3 clusters Score -5085846 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -5085894.000000 Penalty: 5314.450195
	Iteration 19Q: 3 clusters Score -5085894 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -5085930.500000 Penalty: 5314.450195
	Iteration 20F: 3 clusters Score -5085930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -5085955.500000 Penalty: 5314.450195
	Iteration 21Q: 3 clusters Score -5085956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -5085972.500000 Penalty: 5314.450195
	Iteration 22Q: 3 clusters Score -5085972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -5085976.000000 Penalty: 5314.450195
	Iteration 23Q: 3 clusters Score -5085976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -5085976.500000 Penalty: 5314.450195
	Iteration 24Q: 3 clusters Score -5085976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -5085987.000000 Penalty: 5314.450195
	Iteration 25Q: 3 clusters Score -5085987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -5085995.500000 Penalty: 5314.450195
	Iteration 26Q: 3 clusters Score -5085996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -5086001.500000 Penalty: 5314.450195
	Iteration 27Q: 3 clusters Score -5086002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -5086008.500000 Penalty: 5314.450195
	Iteration 28Q: 3 clusters Score -5086008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -5086011.500000 Penalty: 5314.450195
	Iteration 29Q: 3 clusters Score -5086012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -5086012.500000 Penalty: 5314.450195
	Iteration 30Q: 3 clusters Score -5086012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -5086009.000000 Penalty: 5314.450195
	Iteration 31Q: 3 clusters Score -5086009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -5086013.000000 Penalty: 5314.450195
	Iteration 32Q: 3 clusters Score -5086013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -5086011.500000 Penalty: 5314.450195
	Iteration 33Q: 3 clusters Score -5086012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -5086023.500000 Penalty: 5314.450195
	Iteration 34Q: 3 clusters Score -5086024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -5086020.500000 Penalty: 5314.450195
	Iteration 35Q: 3 clusters Score -5086020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -5086022.000000 Penalty: 5314.450195
	Iteration 36Q: 3 clusters Score -5086022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -5086024.000000 Penalty: 5314.450195
	Iteration 37Q: 3 clusters Score -5086024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -5086025.500000 Penalty: 5314.450195
	Iteration 38Q: 3 clusters Score -5086026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -5086033.000000 Penalty: 5314.450195
	Iteration 39Q: 3 clusters Score -5086033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -5086031.000000 Penalty: 5314.450195
	Iteration 40F: 3 clusters Score -5086031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -5086035.000000 Penalty: 5314.450195
	Iteration 41Q: 3 clusters Score -5086035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -5086034.500000 Penalty: 5314.450195
	Iteration 42Q: 3 clusters Score -5086034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -5086034.000000 Penalty: 5314.450195
	Iteration 43Q: 3 clusters Score -5086034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -5086037.500000 Penalty: 5314.450195
	Iteration 44Q: 3 clusters Score -5086038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -5086041.000000 Penalty: 5314.450195
	Iteration 45Q: 3 clusters Score -5086041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -5086045.500000 Penalty: 5314.450195
	Iteration 46Q: 3 clusters Score -5086046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -5086042.500000 Penalty: 5314.450195
	Iteration 47Q: 3 clusters Score -5086042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5086048.000000 Penalty: 5314.450195
	Iteration 48Q: 3 clusters Score -5086048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -5086045.000000 Penalty: 5314.450195
	Iteration 49Q: 3 clusters Score -5086045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -5086045.000000 Penalty: 5314.450195
	Iteration 50F: 3 clusters Score -5086045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25744 members 
Mstep: Class 4 contains 7690 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 284391 members 
Mstep: Class 8 contains 197128 members 
Mstep: Class 9 contains 42974 members 
Mstep: Class 12 contains 15271 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 19 contains 24267 members 
Entering Unmasked Estep 
Score: -74636304.000000 Penalty: 39842.535156
Splitting cluster 6 changes total score from -74636648.000000 to -74636304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (284391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284391 members 
Entering Unmasked Estep 
Score: -32908038.000000 Penalty: 3114.410156
	Iteration 0F: 2 clusters Score -3.290804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142659 members 
Mstep: Class 2 contains 141732 members 
Entering Unmasked Estep 
Score: -32736302.000000 Penalty: 6228.820312
	Iteration 0F: 3 clusters Score -3.27363e+07 nChanged 138015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154686 members 
Mstep: Class 2 contains 129705 members 
Entering Unmasked Estep 
Score: -32821372.000000 Penalty: 6228.820312
	Iteration 1F: 3 clusters Score -3.282137e+07 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161451 members 
Mstep: Class 2 contains 122940 members 
Entering Unmasked Estep 
Score: -32825090.000000 Penalty: 6228.820312
	Iteration 2Q: 3 clusters Score -3.282509e+07 nChanged 13581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171424 members 
Mstep: Class 2 contains 112967 members 
Entering Unmasked Estep 
Score: -32830650.000000 Penalty: 6228.820312
	Iteration 3Q: 3 clusters Score -3.283065e+07 nChanged 16589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185339 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
Score: -32839514.000000 Penalty: 6228.820312
	Iteration 4F: 3 clusters Score -3.283951e+07 nChanged 19718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203169 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -32851814.000000 Penalty: 6228.820312
	Iteration 5F: 3 clusters Score -3.285181e+07 nChanged 20531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222548 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -32867112.000000 Penalty: 6228.820312
	Iteration 6F: 3 clusters Score -3.286711e+07 nChanged 17656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239146 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -32881008.000000 Penalty: 6228.820312
	Iteration 7F: 3 clusters Score -3.288101e+07 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250071 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -32890350.000000 Penalty: 6228.820312
	Iteration 8Q: 3 clusters Score -3.289035e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256615 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -32895292.000000 Penalty: 6228.820312
	Iteration 9Q: 3 clusters Score -3.289529e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260849 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -32898036.000000 Penalty: 6228.820312
	Iteration 10Q: 3 clusters Score -3.289804e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264000 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -32899496.000000 Penalty: 6228.820312
	Iteration 11Q: 3 clusters Score -3.28995e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266585 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -32900586.000000 Penalty: 6228.820312
	Iteration 12Q: 3 clusters Score -3.290059e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268742 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -32901716.000000 Penalty: 6228.820312
	Iteration 13Q: 3 clusters Score -3.290172e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270626 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -32902430.000000 Penalty: 6228.820312
	Iteration 14Q: 3 clusters Score -3.290243e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272245 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -32903108.000000 Penalty: 6228.820312
	Iteration 15Q: 3 clusters Score -3.290311e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273606 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -32903534.000000 Penalty: 6228.820312
	Iteration 16Q: 3 clusters Score -3.290353e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274754 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -32904026.000000 Penalty: 6228.820312
	Iteration 17Q: 3 clusters Score -3.290403e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275769 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -32904424.000000 Penalty: 6228.820312
	Iteration 18Q: 3 clusters Score -3.290442e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276627 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -32904732.000000 Penalty: 6228.820312
	Iteration 19Q: 3 clusters Score -3.290473e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277346 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -32905110.000000 Penalty: 6228.820312
	Iteration 20F: 3 clusters Score -3.290511e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277910 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -32905374.000000 Penalty: 6228.820312
	Iteration 21Q: 3 clusters Score -3.290537e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278392 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -32905576.000000 Penalty: 6228.820312
	Iteration 22Q: 3 clusters Score -3.290558e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278834 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -32905698.000000 Penalty: 6228.820312
	Iteration 23Q: 3 clusters Score -3.29057e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279199 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -32905850.000000 Penalty: 6228.820312
	Iteration 24Q: 3 clusters Score -3.290585e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279523 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -32905962.000000 Penalty: 6228.820312
	Iteration 25Q: 3 clusters Score -3.290596e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279805 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -32906030.000000 Penalty: 6228.820312
	Iteration 26Q: 3 clusters Score -3.290603e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280035 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -32906086.000000 Penalty: 6228.820312
	Iteration 27Q: 3 clusters Score -3.290609e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280236 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -32906140.000000 Penalty: 6228.820312
	Iteration 28Q: 3 clusters Score -3.290614e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280415 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -32906216.000000 Penalty: 6228.820312
	Iteration 29Q: 3 clusters Score -3.290622e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280571 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -32906272.000000 Penalty: 6228.820312
	Iteration 30Q: 3 clusters Score -3.290627e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280708 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -32906302.000000 Penalty: 6228.820312
	Iteration 31Q: 3 clusters Score -3.29063e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280844 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -32906342.000000 Penalty: 6228.820312
	Iteration 32Q: 3 clusters Score -3.290634e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280956 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -32906392.000000 Penalty: 6228.820312
	Iteration 33Q: 3 clusters Score -3.290639e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281057 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -32906480.000000 Penalty: 6228.820312
	Iteration 34Q: 3 clusters Score -3.290648e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281122 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -32906466.000000 Penalty: 6228.820312
	Iteration 35Q: 3 clusters Score -3.290647e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281179 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -32906482.000000 Penalty: 6228.820312
	Iteration 36Q: 3 clusters Score -3.290648e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281228 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -32906478.000000 Penalty: 6228.820312
	Iteration 37Q: 3 clusters Score -3.290648e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281281 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -32906498.000000 Penalty: 6228.820312
	Iteration 38Q: 3 clusters Score -3.29065e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281324 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -32906518.000000 Penalty: 6228.820312
	Iteration 39Q: 3 clusters Score -3.290652e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281361 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -32906528.000000 Penalty: 6228.820312
	Iteration 40F: 3 clusters Score -3.290653e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281395 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -32906508.000000 Penalty: 6228.820312
	Iteration 41Q: 3 clusters Score -3.290651e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281440 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -32906504.000000 Penalty: 6228.820312
	Iteration 42Q: 3 clusters Score -3.29065e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281481 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -32906514.000000 Penalty: 6228.820312
	Iteration 43Q: 3 clusters Score -3.290651e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281507 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -32906530.000000 Penalty: 6228.820312
	Iteration 44Q: 3 clusters Score -3.290653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281523 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -32906518.000000 Penalty: 6228.820312
	Iteration 45Q: 3 clusters Score -3.290652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281542 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -32906522.000000 Penalty: 6228.820312
	Iteration 46Q: 3 clusters Score -3.290652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281554 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -32906528.000000 Penalty: 6228.820312
	Iteration 47Q: 3 clusters Score -3.290653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281565 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -32906502.000000 Penalty: 6228.820312
	Iteration 48Q: 3 clusters Score -3.29065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281574 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -32906542.000000 Penalty: 6228.820312
	Iteration 49Q: 3 clusters Score -3.290654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281579 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -32906542.000000 Penalty: 6228.820312
	Iteration 50Q: 3 clusters Score -3.290654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281589 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -32906502.000000 Penalty: 6228.820312
	Iteration 51Q: 3 clusters Score -3.29065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281598 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -32906500.000000 Penalty: 6228.820312
	Iteration 52Q: 3 clusters Score -3.29065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281612 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -32906504.000000 Penalty: 6228.820312
	Iteration 53Q: 3 clusters Score -3.29065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281629 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -32906500.000000 Penalty: 6228.820312
	Iteration 54Q: 3 clusters Score -3.29065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281641 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -32906516.000000 Penalty: 6228.820312
	Iteration 55Q: 3 clusters Score -3.290652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281645 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -32906502.000000 Penalty: 6228.820312
	Iteration 56Q: 3 clusters Score -3.29065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281652 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -32906478.000000 Penalty: 6228.820312
	Iteration 57Q: 3 clusters Score -3.290648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281656 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -32906472.000000 Penalty: 6228.820312
	Iteration 58Q: 3 clusters Score -3.290647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281659 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -32906462.000000 Penalty: 6228.820312
	Iteration 59Q: 3 clusters Score -3.290646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281666 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -32906476.000000 Penalty: 6228.820312
	Iteration 60F: 3 clusters Score -3.290648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281671 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -32906466.000000 Penalty: 6228.820312
	Iteration 61Q: 3 clusters Score -3.290647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281677 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -32906466.000000 Penalty: 6228.820312
	Iteration 62Q: 3 clusters Score -3.290647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281681 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -32906466.000000 Penalty: 6228.820312
	Iteration 63Q: 3 clusters Score -3.290647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281684 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -32906498.000000 Penalty: 6228.820312
	Iteration 64Q: 3 clusters Score -3.29065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281685 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -32906470.000000 Penalty: 6228.820312
	Iteration 65Q: 3 clusters Score -3.290647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281684 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -32906476.000000 Penalty: 6228.820312
	Iteration 66Q: 3 clusters Score -3.290648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281684 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -32906484.000000 Penalty: 6228.820312
	Iteration 67Q: 3 clusters Score -3.290648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281687 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -32906466.000000 Penalty: 6228.820312
	Iteration 68Q: 3 clusters Score -3.290647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281690 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -32906470.000000 Penalty: 6228.820312
	Iteration 69Q: 3 clusters Score -3.290647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281690 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -32906470.000000 Penalty: 6228.820312
	Iteration 70F: 3 clusters Score -3.290647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (197128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197128 members 
Entering Unmasked Estep 
Score: -22998122.000000 Penalty: 3023.518799
	Iteration 0F: 2 clusters Score -2.299812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98710 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
Score: -22873350.000000 Penalty: 6047.037598
	Iteration 0F: 3 clusters Score -2.287335e+07 nChanged 94647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101889 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -22929698.000000 Penalty: 6047.037598
	Iteration 1F: 3 clusters Score -2.29297e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -22931236.000000 Penalty: 6047.037598
	Iteration 2Q: 3 clusters Score -2.293124e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107158 members 
Mstep: Class 2 contains 89970 members 
Entering Unmasked Estep 
Score: -22933310.000000 Penalty: 6047.037598
	Iteration 3Q: 3 clusters Score -2.293331e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111969 members 
Mstep: Class 2 contains 85159 members 
Entering Unmasked Estep 
Score: -22936304.000000 Penalty: 6047.037598
	Iteration 4Q: 3 clusters Score -2.29363e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118737 members 
Mstep: Class 2 contains 78391 members 
Entering Unmasked Estep 
Score: -22940740.000000 Penalty: 6047.037598
	Iteration 5Q: 3 clusters Score -2.294074e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127939 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -22947794.000000 Penalty: 6047.037598
	Iteration 6F: 3 clusters Score -2.294779e+07 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138802 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -22957646.000000 Penalty: 6047.037598
	Iteration 7F: 3 clusters Score -2.295765e+07 nChanged 13146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149446 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -22968534.000000 Penalty: 6047.037598
	Iteration 8F: 3 clusters Score -2.296853e+07 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157549 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -22977850.000000 Penalty: 6047.037598
	Iteration 9F: 3 clusters Score -2.297785e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162528 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -22983972.000000 Penalty: 6047.037598
	Iteration 10Q: 3 clusters Score -2.298397e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165761 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -22987638.000000 Penalty: 6047.037598
	Iteration 11Q: 3 clusters Score -2.298764e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168148 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -22990234.000000 Penalty: 6047.037598
	Iteration 12Q: 3 clusters Score -2.299023e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169982 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -22992328.000000 Penalty: 6047.037598
	Iteration 13Q: 3 clusters Score -2.299233e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171444 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -22994034.000000 Penalty: 6047.037598
	Iteration 14Q: 3 clusters Score -2.299403e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172509 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -22995242.000000 Penalty: 6047.037598
	Iteration 15Q: 3 clusters Score -2.299524e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173351 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -22996132.000000 Penalty: 6047.037598
	Iteration 16Q: 3 clusters Score -2.299613e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174009 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -22996768.000000 Penalty: 6047.037598
	Iteration 17Q: 3 clusters Score -2.299677e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174581 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -22997096.000000 Penalty: 6047.037598
	Iteration 18Q: 3 clusters Score -2.29971e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175145 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -22997206.000000 Penalty: 6047.037598
	Iteration 19Q: 3 clusters Score -2.299721e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175621 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -22997286.000000 Penalty: 6047.037598
	Iteration 20F: 3 clusters Score -2.299729e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176034 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -22997388.000000 Penalty: 6047.037598
	Iteration 21Q: 3 clusters Score -2.299739e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176402 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -22997358.000000 Penalty: 6047.037598
	Iteration 22Q: 3 clusters Score -2.299736e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176718 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -22997364.000000 Penalty: 6047.037598
	Iteration 23Q: 3 clusters Score -2.299736e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177024 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -22997334.000000 Penalty: 6047.037598
	Iteration 24Q: 3 clusters Score -2.299733e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177300 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -22997372.000000 Penalty: 6047.037598
	Iteration 25Q: 3 clusters Score -2.299737e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177542 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -22997398.000000 Penalty: 6047.037598
	Iteration 26Q: 3 clusters Score -2.29974e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177756 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -22997382.000000 Penalty: 6047.037598
	Iteration 27Q: 3 clusters Score -2.299738e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177967 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -22997358.000000 Penalty: 6047.037598
	Iteration 28Q: 3 clusters Score -2.299736e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178167 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -22997388.000000 Penalty: 6047.037598
	Iteration 29Q: 3 clusters Score -2.299739e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178358 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -22997362.000000 Penalty: 6047.037598
	Iteration 30Q: 3 clusters Score -2.299736e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178549 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -22997318.000000 Penalty: 6047.037598
	Iteration 31Q: 3 clusters Score -2.299732e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178732 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -22997340.000000 Penalty: 6047.037598
	Iteration 32Q: 3 clusters Score -2.299734e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178896 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -22997348.000000 Penalty: 6047.037598
	Iteration 33Q: 3 clusters Score -2.299735e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179049 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -22997306.000000 Penalty: 6047.037598
	Iteration 34Q: 3 clusters Score -2.299731e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179192 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -22997332.000000 Penalty: 6047.037598
	Iteration 35Q: 3 clusters Score -2.299733e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179313 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -22997334.000000 Penalty: 6047.037598
	Iteration 36Q: 3 clusters Score -2.299733e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179456 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -22997298.000000 Penalty: 6047.037598
	Iteration 37Q: 3 clusters Score -2.29973e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179583 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -22997288.000000 Penalty: 6047.037598
	Iteration 38Q: 3 clusters Score -2.299729e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179702 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -22997240.000000 Penalty: 6047.037598
	Iteration 39Q: 3 clusters Score -2.299724e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179803 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -22997230.000000 Penalty: 6047.037598
	Iteration 40F: 3 clusters Score -2.299723e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179906 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -22997210.000000 Penalty: 6047.037598
	Iteration 41Q: 3 clusters Score -2.299721e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179996 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -22997176.000000 Penalty: 6047.037598
	Iteration 42Q: 3 clusters Score -2.299718e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180066 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -22997174.000000 Penalty: 6047.037598
	Iteration 43Q: 3 clusters Score -2.299717e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180131 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -22997186.000000 Penalty: 6047.037598
	Iteration 44Q: 3 clusters Score -2.299719e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180187 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -22997144.000000 Penalty: 6047.037598
	Iteration 45Q: 3 clusters Score -2.299714e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180253 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -22997144.000000 Penalty: 6047.037598
	Iteration 46Q: 3 clusters Score -2.299714e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180307 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -22997150.000000 Penalty: 6047.037598
	Iteration 47Q: 3 clusters Score -2.299715e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180361 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -22997128.000000 Penalty: 6047.037598
	Iteration 48Q: 3 clusters Score -2.299713e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180417 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -22997112.000000 Penalty: 6047.037598
	Iteration 49Q: 3 clusters Score -2.299711e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180465 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -22997132.000000 Penalty: 6047.037598
	Iteration 50Q: 3 clusters Score -2.299713e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180523 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -22997132.000000 Penalty: 6047.037598
	Iteration 51Q: 3 clusters Score -2.299713e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180586 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -22997096.000000 Penalty: 6047.037598
	Iteration 52Q: 3 clusters Score -2.29971e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180651 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -22997100.000000 Penalty: 6047.037598
	Iteration 53Q: 3 clusters Score -2.29971e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180708 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -22997070.000000 Penalty: 6047.037598
	Iteration 54Q: 3 clusters Score -2.299707e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180777 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -22997066.000000 Penalty: 6047.037598
	Iteration 55Q: 3 clusters Score -2.299707e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180859 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -22997054.000000 Penalty: 6047.037598
	Iteration 56Q: 3 clusters Score -2.299705e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180923 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -22997082.000000 Penalty: 6047.037598
	Iteration 57Q: 3 clusters Score -2.299708e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180988 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -22997110.000000 Penalty: 6047.037598
	Iteration 58Q: 3 clusters Score -2.299711e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181050 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -22997094.000000 Penalty: 6047.037598
	Iteration 59Q: 3 clusters Score -2.299709e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181110 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -22997094.000000 Penalty: 6047.037598
	Iteration 60F: 3 clusters Score -2.299709e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181165 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -22997100.000000 Penalty: 6047.037598
	Iteration 61Q: 3 clusters Score -2.29971e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181212 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -22997076.000000 Penalty: 6047.037598
	Iteration 62Q: 3 clusters Score -2.299708e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181252 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -22997076.000000 Penalty: 6047.037598
	Iteration 63Q: 3 clusters Score -2.299708e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181300 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -22997100.000000 Penalty: 6047.037598
	Iteration 64Q: 3 clusters Score -2.29971e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181343 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -22997100.000000 Penalty: 6047.037598
	Iteration 65Q: 3 clusters Score -2.29971e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181381 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -22997100.000000 Penalty: 6047.037598
	Iteration 66Q: 3 clusters Score -2.29971e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181418 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -22997078.000000 Penalty: 6047.037598
	Iteration 67Q: 3 clusters Score -2.299708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181463 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -22997082.000000 Penalty: 6047.037598
	Iteration 68Q: 3 clusters Score -2.299708e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181520 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -22997092.000000 Penalty: 6047.037598
	Iteration 69Q: 3 clusters Score -2.299709e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181573 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -22997058.000000 Penalty: 6047.037598
	Iteration 70Q: 3 clusters Score -2.299706e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181623 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -22997030.000000 Penalty: 6047.037598
	Iteration 71Q: 3 clusters Score -2.299703e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181673 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -22997048.000000 Penalty: 6047.037598
	Iteration 72Q: 3 clusters Score -2.299705e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181722 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -22996990.000000 Penalty: 6047.037598
	Iteration 73Q: 3 clusters Score -2.299699e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181763 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -22997018.000000 Penalty: 6047.037598
	Iteration 74Q: 3 clusters Score -2.299702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181808 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -22997022.000000 Penalty: 6047.037598
	Iteration 75Q: 3 clusters Score -2.299702e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181846 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -22997010.000000 Penalty: 6047.037598
	Iteration 76Q: 3 clusters Score -2.299701e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181878 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -22997022.000000 Penalty: 6047.037598
	Iteration 77Q: 3 clusters Score -2.299702e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181906 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -22997018.000000 Penalty: 6047.037598
	Iteration 78Q: 3 clusters Score -2.299702e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181929 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -22997004.000000 Penalty: 6047.037598
	Iteration 79Q: 3 clusters Score -2.2997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181950 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -22996966.000000 Penalty: 6047.037598
	Iteration 80F: 3 clusters Score -2.299697e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181978 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -22996960.000000 Penalty: 6047.037598
	Iteration 81Q: 3 clusters Score -2.299696e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182003 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -22996916.000000 Penalty: 6047.037598
	Iteration 82Q: 3 clusters Score -2.299692e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182028 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -22996922.000000 Penalty: 6047.037598
	Iteration 83Q: 3 clusters Score -2.299692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182052 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -22996928.000000 Penalty: 6047.037598
	Iteration 84Q: 3 clusters Score -2.299693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182071 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -22996940.000000 Penalty: 6047.037598
	Iteration 85Q: 3 clusters Score -2.299694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182093 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -22996932.000000 Penalty: 6047.037598
	Iteration 86Q: 3 clusters Score -2.299693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182115 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -22996912.000000 Penalty: 6047.037598
	Iteration 87Q: 3 clusters Score -2.299691e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182134 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -22996926.000000 Penalty: 6047.037598
	Iteration 88Q: 3 clusters Score -2.299693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182148 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -22996928.000000 Penalty: 6047.037598
	Iteration 89Q: 3 clusters Score -2.299693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182162 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -22996920.000000 Penalty: 6047.037598
	Iteration 90Q: 3 clusters Score -2.299692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182174 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -22996914.000000 Penalty: 6047.037598
	Iteration 91Q: 3 clusters Score -2.299691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182189 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -22996912.000000 Penalty: 6047.037598
	Iteration 92Q: 3 clusters Score -2.299691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182204 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -22996918.000000 Penalty: 6047.037598
	Iteration 93Q: 3 clusters Score -2.299692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182217 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -22996894.000000 Penalty: 6047.037598
	Iteration 94Q: 3 clusters Score -2.299689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182234 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -22996888.000000 Penalty: 6047.037598
	Iteration 95Q: 3 clusters Score -2.299689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182240 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -22996896.000000 Penalty: 6047.037598
	Iteration 96Q: 3 clusters Score -2.29969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182247 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -22996906.000000 Penalty: 6047.037598
	Iteration 97Q: 3 clusters Score -2.299691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182257 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -22996906.000000 Penalty: 6047.037598
	Iteration 98Q: 3 clusters Score -2.299691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182261 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -22996906.000000 Penalty: 6047.037598
	Iteration 99Q: 3 clusters Score -2.299691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182263 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -22996902.000000 Penalty: 6047.037598
	Iteration 100F: 3 clusters Score -2.29969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182266 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -22996906.000000 Penalty: 6047.037598
	Iteration 101Q: 3 clusters Score -2.299691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182270 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -22996896.000000 Penalty: 6047.037598
	Iteration 102Q: 3 clusters Score -2.29969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182274 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -22996898.000000 Penalty: 6047.037598
	Iteration 103Q: 3 clusters Score -2.29969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182278 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -22996904.000000 Penalty: 6047.037598
	Iteration 104Q: 3 clusters Score -2.29969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182284 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -22996906.000000 Penalty: 6047.037598
	Iteration 105Q: 3 clusters Score -2.299691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182287 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -22996890.000000 Penalty: 6047.037598
	Iteration 106Q: 3 clusters Score -2.299689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182289 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -22996888.000000 Penalty: 6047.037598
	Iteration 107Q: 3 clusters Score -2.299689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182292 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -22996894.000000 Penalty: 6047.037598
	Iteration 108Q: 3 clusters Score -2.299689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182296 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -22996900.000000 Penalty: 6047.037598
	Iteration 109Q: 3 clusters Score -2.29969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182299 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -22996884.000000 Penalty: 6047.037598
	Iteration 110Q: 3 clusters Score -2.299688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182300 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -22996894.000000 Penalty: 6047.037598
	Iteration 111Q: 3 clusters Score -2.299689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182301 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -22996888.000000 Penalty: 6047.037598
	Iteration 112Q: 3 clusters Score -2.299689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182301 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -22996888.000000 Penalty: 6047.037598
	Iteration 113F: 3 clusters Score -2.299689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Entering Unmasked Estep 
Score: -1803668.750000 Penalty: 2389.160400
	Iteration 0F: 2 clusters Score -1803669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1792643.875000 Penalty: 4778.320801
	Iteration 0F: 3 clusters Score -1792644 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1796061.625000 Penalty: 4778.320801
	Iteration 1F: 3 clusters Score -1796062 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1796389.750000 Penalty: 4778.320801
	Iteration 2F: 3 clusters Score -1796390 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1796629.375000 Penalty: 4778.320801
	Iteration 3Q: 3 clusters Score -1796629 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1796831.250000 Penalty: 4778.320801
	Iteration 4Q: 3 clusters Score -1796831 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1797022.625000 Penalty: 4778.320801
	Iteration 5Q: 3 clusters Score -1797023 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1797241.000000 Penalty: 4778.320801
	Iteration 6Q: 3 clusters Score -1797241 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1797502.000000 Penalty: 4778.320801
	Iteration 7Q: 3 clusters Score -1797502 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1797835.000000 Penalty: 4778.320801
	Iteration 8Q: 3 clusters Score -1797835 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1798303.500000 Penalty: 4778.320801
	Iteration 9Q: 3 clusters Score -1798304 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1798899.250000 Penalty: 4778.320801
	Iteration 10F: 3 clusters Score -1798899 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1799584.875000 Penalty: 4778.320801
	Iteration 11F: 3 clusters Score -1799585 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1800226.000000 Penalty: 4778.320801
	Iteration 12Q: 3 clusters Score -1800226 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1800690.375000 Penalty: 4778.320801
	Iteration 13Q: 3 clusters Score -1800690 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1801031.000000 Penalty: 4778.320801
	Iteration 14Q: 3 clusters Score -1801031 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1801233.875000 Penalty: 4778.320801
	Iteration 15Q: 3 clusters Score -1801234 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1801361.250000 Penalty: 4778.320801
	Iteration 16Q: 3 clusters Score -1801361 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1801424.625000 Penalty: 4778.320801
	Iteration 17Q: 3 clusters Score -1801425 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1801482.000000 Penalty: 4778.320801
	Iteration 18Q: 3 clusters Score -1801482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1801528.125000 Penalty: 4778.320801
	Iteration 19Q: 3 clusters Score -1801528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1801568.250000 Penalty: 4778.320801
	Iteration 20F: 3 clusters Score -1801568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1801600.750000 Penalty: 4778.320801
	Iteration 21Q: 3 clusters Score -1801601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1801624.000000 Penalty: 4778.320801
	Iteration 22Q: 3 clusters Score -1801624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1801644.250000 Penalty: 4778.320801
	Iteration 23Q: 3 clusters Score -1801644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1801654.375000 Penalty: 4778.320801
	Iteration 24Q: 3 clusters Score -1801654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1801668.625000 Penalty: 4778.320801
	Iteration 25Q: 3 clusters Score -1801669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1801677.250000 Penalty: 4778.320801
	Iteration 26Q: 3 clusters Score -1801677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1801690.250000 Penalty: 4778.320801
	Iteration 27Q: 3 clusters Score -1801690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1801694.875000 Penalty: 4778.320801
	Iteration 28Q: 3 clusters Score -1801695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1801699.500000 Penalty: 4778.320801
	Iteration 29Q: 3 clusters Score -1801700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1801702.625000 Penalty: 4778.320801
	Iteration 30Q: 3 clusters Score -1801703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1801706.375000 Penalty: 4778.320801
	Iteration 31Q: 3 clusters Score -1801706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1801713.250000 Penalty: 4778.320801
	Iteration 32Q: 3 clusters Score -1801713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1801711.250000 Penalty: 4778.320801
	Iteration 33Q: 3 clusters Score -1801711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1801711.500000 Penalty: 4778.320801
	Iteration 34Q: 3 clusters Score -1801712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1801712.500000 Penalty: 4778.320801
	Iteration 35Q: 3 clusters Score -1801712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1801717.250000 Penalty: 4778.320801
	Iteration 36Q: 3 clusters Score -1801717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1801721.125000 Penalty: 4778.320801
	Iteration 37Q: 3 clusters Score -1801721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1801718.125000 Penalty: 4778.320801
	Iteration 38Q: 3 clusters Score -1801718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1801717.000000 Penalty: 4778.320801
	Iteration 39Q: 3 clusters Score -1801717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1801719.625000 Penalty: 4778.320801
	Iteration 40F: 3 clusters Score -1801720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1801718.375000 Penalty: 4778.320801
	Iteration 41Q: 3 clusters Score -1801718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1801718.375000 Penalty: 4778.320801
	Iteration 42F: 3 clusters Score -1801718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Entering Unmasked Estep 
Score: -3355067.250000 Penalty: 2547.904785
	Iteration 0F: 2 clusters Score -3355067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3335213.000000 Penalty: 5095.809570
	Iteration 0F: 3 clusters Score -3335213 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3342341.500000 Penalty: 5095.809570
	Iteration 1F: 3 clusters Score -3342342 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -3343076.500000 Penalty: 5095.809570
	Iteration 2F: 3 clusters Score -3343076 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3343883.000000 Penalty: 5095.809570
	Iteration 3F: 3 clusters Score -3343883 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3344964.000000 Penalty: 5095.809570
	Iteration 4F: 3 clusters Score -3344964 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3346283.000000 Penalty: 5095.809570
	Iteration 5F: 3 clusters Score -3346283 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3347977.000000 Penalty: 5095.809570
	Iteration 6F: 3 clusters Score -3347977 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -3349871.750000 Penalty: 5095.809570
	Iteration 7F: 3 clusters Score -3349872 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3351414.250000 Penalty: 5095.809570
	Iteration 8F: 3 clusters Score -3351414 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3352427.250000 Penalty: 5095.809570
	Iteration 9Q: 3 clusters Score -3352427 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3353009.750000 Penalty: 5095.809570
	Iteration 10Q: 3 clusters Score -3353010 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3353319.250000 Penalty: 5095.809570
	Iteration 11Q: 3 clusters Score -3353319 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3353492.000000 Penalty: 5095.809570
	Iteration 12Q: 3 clusters Score -3353492 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3353606.500000 Penalty: 5095.809570
	Iteration 13Q: 3 clusters Score -3353606 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3353662.500000 Penalty: 5095.809570
	Iteration 14Q: 3 clusters Score -3353662 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3353704.250000 Penalty: 5095.809570
	Iteration 15Q: 3 clusters Score -3353704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3353752.250000 Penalty: 5095.809570
	Iteration 16Q: 3 clusters Score -3353752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3353783.250000 Penalty: 5095.809570
	Iteration 17Q: 3 clusters Score -3353783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3353804.250000 Penalty: 5095.809570
	Iteration 18Q: 3 clusters Score -3353804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3353827.750000 Penalty: 5095.809570
	Iteration 19Q: 3 clusters Score -3353828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3353843.000000 Penalty: 5095.809570
	Iteration 20F: 3 clusters Score -3353843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3353863.750000 Penalty: 5095.809570
	Iteration 21Q: 3 clusters Score -3353864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3353877.750000 Penalty: 5095.809570
	Iteration 22Q: 3 clusters Score -3353878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3353880.000000 Penalty: 5095.809570
	Iteration 23Q: 3 clusters Score -3353880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3353892.750000 Penalty: 5095.809570
	Iteration 24Q: 3 clusters Score -3353893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3353904.750000 Penalty: 5095.809570
	Iteration 25Q: 3 clusters Score -3353905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3353905.000000 Penalty: 5095.809570
	Iteration 26Q: 3 clusters Score -3353905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3353914.250000 Penalty: 5095.809570
	Iteration 27Q: 3 clusters Score -3353914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3353915.750000 Penalty: 5095.809570
	Iteration 28Q: 3 clusters Score -3353916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3353914.250000 Penalty: 5095.809570
	Iteration 29Q: 3 clusters Score -3353914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3353914.750000 Penalty: 5095.809570
	Iteration 30Q: 3 clusters Score -3353915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3353912.250000 Penalty: 5095.809570
	Iteration 31Q: 3 clusters Score -3353912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3353912.250000 Penalty: 5095.809570
	Iteration 32F: 3 clusters Score -3353912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Entering Unmasked Estep 
Score: -2841063.250000 Penalty: 2504.024414
	Iteration 0F: 2 clusters Score -2841063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2824073.250000 Penalty: 5008.048828
	Iteration 0F: 3 clusters Score -2824073 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2829865.750000 Penalty: 5008.048828
	Iteration 1F: 3 clusters Score -2829866 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2830255.750000 Penalty: 5008.048828
	Iteration 2Q: 3 clusters Score -2830256 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2830644.500000 Penalty: 5008.048828
	Iteration 3Q: 3 clusters Score -2830644 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2831173.750000 Penalty: 5008.048828
	Iteration 4Q: 3 clusters Score -2831174 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2831995.750000 Penalty: 5008.048828
	Iteration 5F: 3 clusters Score -2831996 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2833245.500000 Penalty: 5008.048828
	Iteration 6F: 3 clusters Score -2833246 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2834732.000000 Penalty: 5008.048828
	Iteration 7F: 3 clusters Score -2834732 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2836326.000000 Penalty: 5008.048828
	Iteration 8F: 3 clusters Score -2836326 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2837693.500000 Penalty: 5008.048828
	Iteration 9F: 3 clusters Score -2837694 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2838620.500000 Penalty: 5008.048828
	Iteration 10Q: 3 clusters Score -2838620 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2839171.500000 Penalty: 5008.048828
	Iteration 11Q: 3 clusters Score -2839172 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2839448.500000 Penalty: 5008.048828
	Iteration 12Q: 3 clusters Score -2839448 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2839554.500000 Penalty: 5008.048828
	Iteration 13Q: 3 clusters Score -2839554 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2839623.750000 Penalty: 5008.048828
	Iteration 14Q: 3 clusters Score -2839624 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2839663.000000 Penalty: 5008.048828
	Iteration 15Q: 3 clusters Score -2839663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2839691.500000 Penalty: 5008.048828
	Iteration 16Q: 3 clusters Score -2839692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2839701.500000 Penalty: 5008.048828
	Iteration 17Q: 3 clusters Score -2839702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2839717.750000 Penalty: 5008.048828
	Iteration 18Q: 3 clusters Score -2839718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2839723.750000 Penalty: 5008.048828
	Iteration 19Q: 3 clusters Score -2839724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2839732.000000 Penalty: 5008.048828
	Iteration 20F: 3 clusters Score -2839732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2839732.250000 Penalty: 5008.048828
	Iteration 21Q: 3 clusters Score -2839732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2839728.500000 Penalty: 5008.048828
	Iteration 22Q: 3 clusters Score -2839728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2839733.250000 Penalty: 5008.048828
	Iteration 23Q: 3 clusters Score -2839733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2839731.750000 Penalty: 5008.048828
	Iteration 24Q: 3 clusters Score -2839732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2839735.000000 Penalty: 5008.048828
	Iteration 25Q: 3 clusters Score -2839735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2839736.250000 Penalty: 5008.048828
	Iteration 26Q: 3 clusters Score -2839736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2839737.000000 Penalty: 5008.048828
	Iteration 27Q: 3 clusters Score -2839737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2839733.750000 Penalty: 5008.048828
	Iteration 28Q: 3 clusters Score -2839734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2839730.000000 Penalty: 5008.048828
	Iteration 29Q: 3 clusters Score -2839730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2839730.000000 Penalty: 5008.048828
	Iteration 30Q: 3 clusters Score -2839730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2839731.000000 Penalty: 5008.048828
	Iteration 31Q: 3 clusters Score -2839731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2839728.750000 Penalty: 5008.048828
	Iteration 32Q: 3 clusters Score -2839729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2839733.000000 Penalty: 5008.048828
	Iteration 33Q: 3 clusters Score -2839733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2839727.750000 Penalty: 5008.048828
	Iteration 34Q: 3 clusters Score -2839728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2839729.750000 Penalty: 5008.048828
	Iteration 35Q: 3 clusters Score -2839730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2839725.500000 Penalty: 5008.048828
	Iteration 36Q: 3 clusters Score -2839726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2839728.000000 Penalty: 5008.048828
	Iteration 37Q: 3 clusters Score -2839728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2839730.000000 Penalty: 5008.048828
	Iteration 38Q: 3 clusters Score -2839730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2839728.250000 Penalty: 5008.048828
	Iteration 39Q: 3 clusters Score -2839728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2839730.750000 Penalty: 5008.048828
	Iteration 40F: 3 clusters Score -2839731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25744 members 
Mstep: Class 4 contains 7690 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 45009 members 
Mstep: Class 7 contains 284391 members 
Mstep: Class 8 contains 197128 members 
Mstep: Class 12 contains 15271 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 19 contains 24267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636752.000000 Penalty: 36522.324219
Iteration 199Q: 12 clusters Score -7.463675e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25723 members 
Mstep: Class 4 contains 7689 members 
Mstep: Class 5 contains 14508 members 
Mstep: Class 6 contains 44992 members 
Mstep: Class 7 contains 284388 members 
Mstep: Class 8 contains 197168 members 
Mstep: Class 12 contains 15248 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636824.000000 Penalty: 36522.324219
Iteration 200F: 12 clusters Score -7.463682e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25711 members 
Mstep: Class 4 contains 7685 members 
Mstep: Class 5 contains 14503 members 
Mstep: Class 6 contains 44984 members 
Mstep: Class 7 contains 284380 members 
Mstep: Class 8 contains 197170 members 
Mstep: Class 12 contains 15237 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 19 contains 24255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636872.000000 Penalty: 36522.324219
Iteration 201Q: 12 clusters Score -7.463687e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25704 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 14497 members 
Mstep: Class 6 contains 44976 members 
Mstep: Class 7 contains 284348 members 
Mstep: Class 8 contains 197197 members 
Mstep: Class 12 contains 15222 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 19 contains 24249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636848.000000 Penalty: 36522.324219
Iteration 202Q: 12 clusters Score -7.463685e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25699 members 
Mstep: Class 4 contains 7683 members 
Mstep: Class 5 contains 14485 members 
Mstep: Class 6 contains 44972 members 
Mstep: Class 7 contains 284301 members 
Mstep: Class 8 contains 197230 members 
Mstep: Class 12 contains 15216 members 
Mstep: Class 15 contains 28958 members 
Mstep: Class 19 contains 24241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636872.000000 Penalty: 36522.324219
Iteration 203Q: 12 clusters Score -7.463687e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25700 members 
Mstep: Class 4 contains 7680 members 
Mstep: Class 5 contains 14476 members 
Mstep: Class 6 contains 44960 members 
Mstep: Class 7 contains 284275 members 
Mstep: Class 8 contains 197263 members 
Mstep: Class 12 contains 15207 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 19 contains 24223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636776.000000 Penalty: 36522.324219
Iteration 204Q: 12 clusters Score -7.463678e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25696 members 
Mstep: Class 4 contains 7678 members 
Mstep: Class 5 contains 14471 members 
Mstep: Class 6 contains 44948 members 
Mstep: Class 7 contains 284271 members 
Mstep: Class 8 contains 197269 members 
Mstep: Class 12 contains 15196 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 19 contains 24207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636864.000000 Penalty: 36522.324219
Iteration 205Q: 12 clusters Score -7.463686e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25699 members 
Mstep: Class 4 contains 7678 members 
Mstep: Class 5 contains 14462 members 
Mstep: Class 6 contains 44937 members 
Mstep: Class 7 contains 284242 members 
Mstep: Class 8 contains 197292 members 
Mstep: Class 12 contains 15185 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 19 contains 24200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637048.000000 Penalty: 36522.324219
Iteration 206Q: 12 clusters Score -7.463705e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25697 members 
Mstep: Class 4 contains 7675 members 
Mstep: Class 5 contains 14457 members 
Mstep: Class 6 contains 44934 members 
Mstep: Class 7 contains 284215 members 
Mstep: Class 8 contains 197303 members 
Mstep: Class 12 contains 15171 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 19 contains 24190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637080.000000 Penalty: 36522.324219
Iteration 207Q: 12 clusters Score -7.463708e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25694 members 
Mstep: Class 4 contains 7675 members 
Mstep: Class 5 contains 14453 members 
Mstep: Class 6 contains 44933 members 
Mstep: Class 7 contains 284190 members 
Mstep: Class 8 contains 197283 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 19 contains 24186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637032.000000 Penalty: 36522.324219
Iteration 208Q: 12 clusters Score -7.463703e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25688 members 
Mstep: Class 4 contains 7675 members 
Mstep: Class 5 contains 14444 members 
Mstep: Class 6 contains 44929 members 
Mstep: Class 7 contains 284189 members 
Mstep: Class 8 contains 197237 members 
Mstep: Class 12 contains 15140 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 19 contains 24180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637168.000000 Penalty: 36522.324219
Iteration 209Q: 12 clusters Score -7.463717e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25688 members 
Mstep: Class 4 contains 7675 members 
Mstep: Class 5 contains 14434 members 
Mstep: Class 6 contains 44927 members 
Mstep: Class 7 contains 284185 members 
Mstep: Class 8 contains 197189 members 
Mstep: Class 12 contains 15120 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 19 contains 24174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637144.000000 Penalty: 36522.324219
Iteration 210Q: 12 clusters Score -7.463714e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25684 members 
Mstep: Class 4 contains 7673 members 
Mstep: Class 5 contains 14430 members 
Mstep: Class 6 contains 44925 members 
Mstep: Class 7 contains 284156 members 
Mstep: Class 8 contains 197173 members 
Mstep: Class 12 contains 15108 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 19 contains 24168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637072.000000 Penalty: 36522.324219
Iteration 211Q: 12 clusters Score -7.463707e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25675 members 
Mstep: Class 4 contains 7668 members 
Mstep: Class 5 contains 14420 members 
Mstep: Class 6 contains 44925 members 
Mstep: Class 7 contains 284134 members 
Mstep: Class 8 contains 197186 members 
Mstep: Class 12 contains 15100 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 19 contains 24157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637168.000000 Penalty: 36522.324219
Iteration 212Q: 12 clusters Score -7.463717e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25663 members 
Mstep: Class 4 contains 7664 members 
Mstep: Class 5 contains 14413 members 
Mstep: Class 6 contains 44921 members 
Mstep: Class 7 contains 284114 members 
Mstep: Class 8 contains 197190 members 
Mstep: Class 12 contains 15092 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 19 contains 24156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637288.000000 Penalty: 36522.324219
Iteration 213Q: 12 clusters Score -7.463729e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25653 members 
Mstep: Class 4 contains 7659 members 
Mstep: Class 5 contains 14406 members 
Mstep: Class 6 contains 44910 members 
Mstep: Class 7 contains 284087 members 
Mstep: Class 8 contains 197206 members 
Mstep: Class 12 contains 15086 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 19 contains 24154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637344.000000 Penalty: 36522.324219
Iteration 214Q: 12 clusters Score -7.463734e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25646 members 
Mstep: Class 4 contains 7653 members 
Mstep: Class 5 contains 14397 members 
Mstep: Class 6 contains 44899 members 
Mstep: Class 7 contains 284059 members 
Mstep: Class 8 contains 197218 members 
Mstep: Class 12 contains 15080 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 19 contains 24153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637360.000000 Penalty: 36522.324219
Iteration 215Q: 12 clusters Score -7.463736e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 25635 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 14398 members 
Mstep: Class 6 contains 44900 members 
Mstep: Class 7 contains 284015 members 
Mstep: Class 8 contains 197222 members 
Mstep: Class 12 contains 15077 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 19 contains 24158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637280.000000 Penalty: 36522.324219
Iteration 216Q: 12 clusters Score -7.463728e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 25625 members 
Mstep: Class 4 contains 7646 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 44895 members 
Mstep: Class 7 contains 283974 members 
Mstep: Class 8 contains 197245 members 
Mstep: Class 12 contains 15076 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 19 contains 24154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637368.000000 Penalty: 36522.324219
Iteration 217Q: 12 clusters Score -7.463737e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25619 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 44892 members 
Mstep: Class 7 contains 283935 members 
Mstep: Class 8 contains 197277 members 
Mstep: Class 12 contains 15064 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 19 contains 24145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637392.000000 Penalty: 36522.324219
Iteration 218Q: 12 clusters Score -7.463739e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25611 members 
Mstep: Class 4 contains 7641 members 
Mstep: Class 5 contains 14399 members 
Mstep: Class 6 contains 44884 members 
Mstep: Class 7 contains 283907 members 
Mstep: Class 8 contains 197300 members 
Mstep: Class 12 contains 15052 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 19 contains 24138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637360.000000 Penalty: 36522.324219
Iteration 219Q: 12 clusters Score -7.463736e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25607 members 
Mstep: Class 4 contains 7640 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 6 contains 44877 members 
Mstep: Class 7 contains 283876 members 
Mstep: Class 8 contains 197331 members 
Mstep: Class 12 contains 15040 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 19 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637320.000000 Penalty: 36522.324219
Iteration 220F: 12 clusters Score -7.463732e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25598 members 
Mstep: Class 4 contains 7636 members 
Mstep: Class 5 contains 14388 members 
Mstep: Class 6 contains 44874 members 
Mstep: Class 7 contains 283851 members 
Mstep: Class 8 contains 197348 members 
Mstep: Class 12 contains 15032 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637232.000000 Penalty: 36522.324219
Iteration 221Q: 12 clusters Score -7.463723e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25588 members 
Mstep: Class 4 contains 7634 members 
Mstep: Class 5 contains 14386 members 
Mstep: Class 6 contains 44874 members 
Mstep: Class 7 contains 283832 members 
Mstep: Class 8 contains 197348 members 
Mstep: Class 12 contains 15027 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637176.000000 Penalty: 36522.324219
Iteration 222Q: 12 clusters Score -7.463718e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25576 members 
Mstep: Class 4 contains 7627 members 
Mstep: Class 5 contains 14385 members 
Mstep: Class 6 contains 44868 members 
Mstep: Class 7 contains 283824 members 
Mstep: Class 8 contains 197345 members 
Mstep: Class 12 contains 15025 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637208.000000 Penalty: 36522.324219
Iteration 223Q: 12 clusters Score -7.463721e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25569 members 
Mstep: Class 4 contains 7627 members 
Mstep: Class 5 contains 14383 members 
Mstep: Class 6 contains 44864 members 
Mstep: Class 7 contains 283813 members 
Mstep: Class 8 contains 197325 members 
Mstep: Class 12 contains 15019 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637104.000000 Penalty: 36522.324219
Iteration 224Q: 12 clusters Score -7.46371e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25560 members 
Mstep: Class 4 contains 7628 members 
Mstep: Class 5 contains 14381 members 
Mstep: Class 6 contains 44859 members 
Mstep: Class 7 contains 283798 members 
Mstep: Class 8 contains 197325 members 
Mstep: Class 12 contains 15008 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637136.000000 Penalty: 36522.324219
Iteration 225Q: 12 clusters Score -7.463714e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25544 members 
Mstep: Class 4 contains 7629 members 
Mstep: Class 5 contains 14382 members 
Mstep: Class 6 contains 44852 members 
Mstep: Class 7 contains 283766 members 
Mstep: Class 8 contains 197344 members 
Mstep: Class 12 contains 14999 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637216.000000 Penalty: 36522.324219
Iteration 226Q: 12 clusters Score -7.463722e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25533 members 
Mstep: Class 4 contains 7632 members 
Mstep: Class 5 contains 14380 members 
Mstep: Class 6 contains 44839 members 
Mstep: Class 7 contains 283760 members 
Mstep: Class 8 contains 197331 members 
Mstep: Class 12 contains 14987 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 19 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637184.000000 Penalty: 36522.324219
Iteration 227Q: 12 clusters Score -7.463718e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25524 members 
Mstep: Class 4 contains 7633 members 
Mstep: Class 5 contains 14384 members 
Mstep: Class 6 contains 44828 members 
Mstep: Class 7 contains 283769 members 
Mstep: Class 8 contains 197302 members 
Mstep: Class 12 contains 14973 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 19 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637248.000000 Penalty: 36522.324219
Iteration 228Q: 12 clusters Score -7.463725e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25517 members 
Mstep: Class 4 contains 7631 members 
Mstep: Class 5 contains 14378 members 
Mstep: Class 6 contains 44829 members 
Mstep: Class 7 contains 283751 members 
Mstep: Class 8 contains 197297 members 
Mstep: Class 12 contains 14961 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 19 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637312.000000 Penalty: 36522.324219
Iteration 229Q: 12 clusters Score -7.463731e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25513 members 
Mstep: Class 4 contains 7630 members 
Mstep: Class 5 contains 14374 members 
Mstep: Class 6 contains 44828 members 
Mstep: Class 7 contains 283723 members 
Mstep: Class 8 contains 197323 members 
Mstep: Class 12 contains 14952 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 19 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637272.000000 Penalty: 36522.324219
Iteration 230Q: 12 clusters Score -7.463727e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25510 members 
Mstep: Class 4 contains 7627 members 
Mstep: Class 5 contains 14373 members 
Mstep: Class 6 contains 44825 members 
Mstep: Class 7 contains 283715 members 
Mstep: Class 8 contains 197322 members 
Mstep: Class 12 contains 14943 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 19 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637208.000000 Penalty: 36522.324219
Iteration 231Q: 12 clusters Score -7.463721e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25505 members 
Mstep: Class 4 contains 7622 members 
Mstep: Class 5 contains 14374 members 
Mstep: Class 6 contains 44819 members 
Mstep: Class 7 contains 283697 members 
Mstep: Class 8 contains 197332 members 
Mstep: Class 12 contains 14930 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637328.000000 Penalty: 36522.324219
Iteration 232Q: 12 clusters Score -7.463733e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25498 members 
Mstep: Class 4 contains 7616 members 
Mstep: Class 5 contains 14374 members 
Mstep: Class 6 contains 44814 members 
Mstep: Class 7 contains 283687 members 
Mstep: Class 8 contains 197342 members 
Mstep: Class 12 contains 14919 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637464.000000 Penalty: 36522.324219
Iteration 233Q: 12 clusters Score -7.463746e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25493 members 
Mstep: Class 4 contains 7616 members 
Mstep: Class 5 contains 14374 members 
Mstep: Class 6 contains 44811 members 
Mstep: Class 7 contains 283698 members 
Mstep: Class 8 contains 197335 members 
Mstep: Class 12 contains 14907 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637400.000000 Penalty: 36522.324219
Iteration 234Q: 12 clusters Score -7.46374e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25489 members 
Mstep: Class 4 contains 7615 members 
Mstep: Class 5 contains 14375 members 
Mstep: Class 6 contains 44808 members 
Mstep: Class 7 contains 283693 members 
Mstep: Class 8 contains 197336 members 
Mstep: Class 12 contains 14901 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637424.000000 Penalty: 36522.324219
Iteration 235Q: 12 clusters Score -7.463742e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25482 members 
Mstep: Class 4 contains 7613 members 
Mstep: Class 5 contains 14375 members 
Mstep: Class 6 contains 44807 members 
Mstep: Class 7 contains 283671 members 
Mstep: Class 8 contains 197349 members 
Mstep: Class 12 contains 14896 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 19 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637352.000000 Penalty: 36522.324219
Iteration 236Q: 12 clusters Score -7.463735e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25477 members 
Mstep: Class 4 contains 7611 members 
Mstep: Class 5 contains 14374 members 
Mstep: Class 6 contains 44803 members 
Mstep: Class 7 contains 283659 members 
Mstep: Class 8 contains 197352 members 
Mstep: Class 12 contains 14889 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 19 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637352.000000 Penalty: 36522.324219
Iteration 237Q: 12 clusters Score -7.463735e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25468 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 14373 members 
Mstep: Class 6 contains 44799 members 
Mstep: Class 7 contains 283633 members 
Mstep: Class 8 contains 197374 members 
Mstep: Class 12 contains 14880 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 19 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637320.000000 Penalty: 36522.324219
Iteration 238Q: 12 clusters Score -7.463732e+07 nChanged 131
Entering ConstructFrom: 
Score: -74637320.000000 Penalty: 36522.324219
Entering ConstructFrom: 
Trying to split cluster 1 (9450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Entering Unmasked Estep 
Score: -1118093.875000 Penalty: 2270.135010
	Iteration 0F: 2 clusters Score -1118094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1110699.125000 Penalty: 4540.270020
	Iteration 0F: 3 clusters Score -1110699 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1112835.250000 Penalty: 4540.270020
	Iteration 1F: 3 clusters Score -1112835 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1113091.000000 Penalty: 4540.270020
	Iteration 2F: 3 clusters Score -1113091 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1113297.375000 Penalty: 4540.270020
	Iteration 3Q: 3 clusters Score -1113297 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1113503.375000 Penalty: 4540.270020
	Iteration 4Q: 3 clusters Score -1113503 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1113728.375000 Penalty: 4540.270020
	Iteration 5Q: 3 clusters Score -1113728 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1113978.625000 Penalty: 4540.270020
	Iteration 6Q: 3 clusters Score -1113979 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1114232.625000 Penalty: 4540.270020
	Iteration 7Q: 3 clusters Score -1114233 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1114524.500000 Penalty: 4540.270020
	Iteration 8Q: 3 clusters Score -1114524 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1114831.625000 Penalty: 4540.270020
	Iteration 9Q: 3 clusters Score -1114832 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1115106.500000 Penalty: 4540.270020
	Iteration 10Q: 3 clusters Score -1115106 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1115367.875000 Penalty: 4540.270020
	Iteration 11Q: 3 clusters Score -1115368 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1115632.375000 Penalty: 4540.270020
	Iteration 12Q: 3 clusters Score -1115632 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1115850.750000 Penalty: 4540.270020
	Iteration 13Q: 3 clusters Score -1115851 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1115979.875000 Penalty: 4540.270020
	Iteration 14Q: 3 clusters Score -1115980 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1116066.000000 Penalty: 4540.270020
	Iteration 15Q: 3 clusters Score -1116066 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1116136.125000 Penalty: 4540.270020
	Iteration 16Q: 3 clusters Score -1116136 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1116182.000000 Penalty: 4540.270020
	Iteration 17Q: 3 clusters Score -1116182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1116213.125000 Penalty: 4540.270020
	Iteration 18Q: 3 clusters Score -1116213 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1116240.375000 Penalty: 4540.270020
	Iteration 19Q: 3 clusters Score -1116240 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1116281.000000 Penalty: 4540.270020
	Iteration 20F: 3 clusters Score -1116281 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1116305.500000 Penalty: 4540.270020
	Iteration 21Q: 3 clusters Score -1116306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1116323.750000 Penalty: 4540.270020
	Iteration 22Q: 3 clusters Score -1116324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1116334.500000 Penalty: 4540.270020
	Iteration 23Q: 3 clusters Score -1116334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1116346.625000 Penalty: 4540.270020
	Iteration 24Q: 3 clusters Score -1116347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1116352.750000 Penalty: 4540.270020
	Iteration 25Q: 3 clusters Score -1116353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1116358.500000 Penalty: 4540.270020
	Iteration 26Q: 3 clusters Score -1116358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1116364.000000 Penalty: 4540.270020
	Iteration 27Q: 3 clusters Score -1116364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1116364.250000 Penalty: 4540.270020
	Iteration 28Q: 3 clusters Score -1116364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1116370.625000 Penalty: 4540.270020
	Iteration 29Q: 3 clusters Score -1116371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1116378.250000 Penalty: 4540.270020
	Iteration 30Q: 3 clusters Score -1116378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1116381.625000 Penalty: 4540.270020
	Iteration 31Q: 3 clusters Score -1116382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1116383.625000 Penalty: 4540.270020
	Iteration 32Q: 3 clusters Score -1116384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1116382.625000 Penalty: 4540.270020
	Iteration 33Q: 3 clusters Score -1116383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1116386.375000 Penalty: 4540.270020
	Iteration 34Q: 3 clusters Score -1116386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1116390.375000 Penalty: 4540.270020
	Iteration 35Q: 3 clusters Score -1116390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1116390.000000 Penalty: 4540.270020
	Iteration 36Q: 3 clusters Score -1116390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1116389.500000 Penalty: 4540.270020
	Iteration 37Q: 3 clusters Score -1116390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1116389.750000 Penalty: 4540.270020
	Iteration 38Q: 3 clusters Score -1116390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1116391.750000 Penalty: 4540.270020
	Iteration 39Q: 3 clusters Score -1116392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1116392.250000 Penalty: 4540.270020
	Iteration 40F: 3 clusters Score -1116392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1116391.625000 Penalty: 4540.270020
	Iteration 41Q: 3 clusters Score -1116392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1116391.625000 Penalty: 4540.270020
	Iteration 42F: 3 clusters Score -1116392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -144686.687500 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -144686.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -142699.781250 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -142699.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -143819.046875 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -143819 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -144319.000000 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -144319 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -144566.015625 Penalty: 3605.384277
	Iteration 3F: 3 clusters Score -144566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -144661.156250 Penalty: 3605.384277
	Iteration 4Q: 3 clusters Score -144661.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -144772.625000 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -144772.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -144844.234375 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -144844.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -144859.296875 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -144859.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -144865.156250 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -144865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -144865.156250 Penalty: 3605.384277
	Iteration 9F: 3 clusters Score -144865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 25458 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 14371 members 
Mstep: Class 6 contains 44794 members 
Mstep: Class 7 contains 283615 members 
Mstep: Class 8 contains 197388 members 
Mstep: Class 9 contains 330 members 
Mstep: Class 12 contains 14877 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 19 contains 24130 members 
Entering Unmasked Estep 
Score: -74635984.000000 Penalty: 39842.535156
Splitting cluster 2 changes total score from -74637320.000000 to -74635984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (25458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Entering Unmasked Estep 
Score: -2987228.750000 Penalty: 2515.906738
	Iteration 0F: 2 clusters Score -2987229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2969479.250000 Penalty: 5031.813477
	Iteration 0F: 3 clusters Score -2969479 nChanged 11414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2975618.500000 Penalty: 5031.813477
	Iteration 1F: 3 clusters Score -2975618 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2976093.000000 Penalty: 5031.813477
	Iteration 2Q: 3 clusters Score -2976093 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2976544.500000 Penalty: 5031.813477
	Iteration 3Q: 3 clusters Score -2976544 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2977094.500000 Penalty: 5031.813477
	Iteration 4Q: 3 clusters Score -2977094 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2977813.500000 Penalty: 5031.813477
	Iteration 5F: 3 clusters Score -2977814 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2978775.250000 Penalty: 5031.813477
	Iteration 6F: 3 clusters Score -2978775 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2980069.750000 Penalty: 5031.813477
	Iteration 7F: 3 clusters Score -2980070 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2981593.500000 Penalty: 5031.813477
	Iteration 8F: 3 clusters Score -2981594 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2983073.000000 Penalty: 5031.813477
	Iteration 9F: 3 clusters Score -2983073 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2984124.000000 Penalty: 5031.813477
	Iteration 10Q: 3 clusters Score -2984124 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2984633.750000 Penalty: 5031.813477
	Iteration 11Q: 3 clusters Score -2984634 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2984828.750000 Penalty: 5031.813477
	Iteration 12Q: 3 clusters Score -2984829 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2984963.750000 Penalty: 5031.813477
	Iteration 13Q: 3 clusters Score -2984964 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2985038.000000 Penalty: 5031.813477
	Iteration 14Q: 3 clusters Score -2985038 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2985103.250000 Penalty: 5031.813477
	Iteration 15Q: 3 clusters Score -2985103 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2985150.750000 Penalty: 5031.813477
	Iteration 16Q: 3 clusters Score -2985151 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2985192.250000 Penalty: 5031.813477
	Iteration 17Q: 3 clusters Score -2985192 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2985232.250000 Penalty: 5031.813477
	Iteration 18Q: 3 clusters Score -2985232 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2985268.750000 Penalty: 5031.813477
	Iteration 19Q: 3 clusters Score -2985269 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2985308.750000 Penalty: 5031.813477
	Iteration 20F: 3 clusters Score -2985309 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2985334.000000 Penalty: 5031.813477
	Iteration 21Q: 3 clusters Score -2985334 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2985360.750000 Penalty: 5031.813477
	Iteration 22Q: 3 clusters Score -2985361 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2985382.750000 Penalty: 5031.813477
	Iteration 23Q: 3 clusters Score -2985383 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -2985398.750000 Penalty: 5031.813477
	Iteration 24Q: 3 clusters Score -2985399 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -2985420.500000 Penalty: 5031.813477
	Iteration 25Q: 3 clusters Score -2985420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2985441.250000 Penalty: 5031.813477
	Iteration 26Q: 3 clusters Score -2985441 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2985450.750000 Penalty: 5031.813477
	Iteration 27Q: 3 clusters Score -2985451 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -2985477.000000 Penalty: 5031.813477
	Iteration 28Q: 3 clusters Score -2985477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -2985492.500000 Penalty: 5031.813477
	Iteration 29Q: 3 clusters Score -2985492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2985505.750000 Penalty: 5031.813477
	Iteration 30Q: 3 clusters Score -2985506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -2985512.750000 Penalty: 5031.813477
	Iteration 31Q: 3 clusters Score -2985513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2985521.000000 Penalty: 5031.813477
	Iteration 32Q: 3 clusters Score -2985521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2985536.750000 Penalty: 5031.813477
	Iteration 33Q: 3 clusters Score -2985537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2985557.500000 Penalty: 5031.813477
	Iteration 34Q: 3 clusters Score -2985558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -2985568.750000 Penalty: 5031.813477
	Iteration 35Q: 3 clusters Score -2985569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2985585.250000 Penalty: 5031.813477
	Iteration 36Q: 3 clusters Score -2985585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2985588.750000 Penalty: 5031.813477
	Iteration 37Q: 3 clusters Score -2985589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2985595.000000 Penalty: 5031.813477
	Iteration 38Q: 3 clusters Score -2985595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -2985594.250000 Penalty: 5031.813477
	Iteration 39Q: 3 clusters Score -2985594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2985601.500000 Penalty: 5031.813477
	Iteration 40F: 3 clusters Score -2985602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -2985606.000000 Penalty: 5031.813477
	Iteration 41Q: 3 clusters Score -2985606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2985611.000000 Penalty: 5031.813477
	Iteration 42Q: 3 clusters Score -2985611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -2985612.500000 Penalty: 5031.813477
	Iteration 43Q: 3 clusters Score -2985612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -2985619.250000 Penalty: 5031.813477
	Iteration 44Q: 3 clusters Score -2985619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2985628.250000 Penalty: 5031.813477
	Iteration 45Q: 3 clusters Score -2985628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2985628.250000 Penalty: 5031.813477
	Iteration 46Q: 3 clusters Score -2985628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -2985627.750000 Penalty: 5031.813477
	Iteration 47Q: 3 clusters Score -2985628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2985633.750000 Penalty: 5031.813477
	Iteration 48Q: 3 clusters Score -2985634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2985638.250000 Penalty: 5031.813477
	Iteration 49Q: 3 clusters Score -2985638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -2985646.500000 Penalty: 5031.813477
	Iteration 50Q: 3 clusters Score -2985646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -2985653.000000 Penalty: 5031.813477
	Iteration 51Q: 3 clusters Score -2985653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2985657.250000 Penalty: 5031.813477
	Iteration 52Q: 3 clusters Score -2985657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -2985660.000000 Penalty: 5031.813477
	Iteration 53Q: 3 clusters Score -2985660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -2985657.250000 Penalty: 5031.813477
	Iteration 54Q: 3 clusters Score -2985657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2985660.250000 Penalty: 5031.813477
	Iteration 55Q: 3 clusters Score -2985660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2985657.500000 Penalty: 5031.813477
	Iteration 56Q: 3 clusters Score -2985658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -2985658.250000 Penalty: 5031.813477
	Iteration 57Q: 3 clusters Score -2985658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2985659.250000 Penalty: 5031.813477
	Iteration 58Q: 3 clusters Score -2985659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -2985668.250000 Penalty: 5031.813477
	Iteration 59Q: 3 clusters Score -2985668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2985677.750000 Penalty: 5031.813477
	Iteration 60F: 3 clusters Score -2985678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2985676.500000 Penalty: 5031.813477
	Iteration 61Q: 3 clusters Score -2985676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2985678.500000 Penalty: 5031.813477
	Iteration 62Q: 3 clusters Score -2985678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2985683.500000 Penalty: 5031.813477
	Iteration 63Q: 3 clusters Score -2985684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2985691.000000 Penalty: 5031.813477
	Iteration 64Q: 3 clusters Score -2985691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2985694.750000 Penalty: 5031.813477
	Iteration 65Q: 3 clusters Score -2985695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -2985695.250000 Penalty: 5031.813477
	Iteration 66Q: 3 clusters Score -2985695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2985695.250000 Penalty: 5031.813477
	Iteration 67Q: 3 clusters Score -2985695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2985698.000000 Penalty: 5031.813477
	Iteration 68Q: 3 clusters Score -2985698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2985693.500000 Penalty: 5031.813477
	Iteration 69Q: 3 clusters Score -2985694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -2985697.500000 Penalty: 5031.813477
	Iteration 70Q: 3 clusters Score -2985698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -2985703.750000 Penalty: 5031.813477
	Iteration 71Q: 3 clusters Score -2985704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2985709.000000 Penalty: 5031.813477
	Iteration 72Q: 3 clusters Score -2985709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2985710.750000 Penalty: 5031.813477
	Iteration 73Q: 3 clusters Score -2985711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2985710.500000 Penalty: 5031.813477
	Iteration 74Q: 3 clusters Score -2985710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2985713.500000 Penalty: 5031.813477
	Iteration 75Q: 3 clusters Score -2985714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2985708.000000 Penalty: 5031.813477
	Iteration 76Q: 3 clusters Score -2985708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2985706.500000 Penalty: 5031.813477
	Iteration 77Q: 3 clusters Score -2985706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2985709.250000 Penalty: 5031.813477
	Iteration 78Q: 3 clusters Score -2985709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2985707.500000 Penalty: 5031.813477
	Iteration 79Q: 3 clusters Score -2985708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2985707.500000 Penalty: 5031.813477
	Iteration 80F: 3 clusters Score -2985708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Entering Unmasked Estep 
Score: -884271.500000 Penalty: 2216.430176
	Iteration 0F: 2 clusters Score -884271.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -878105.312500 Penalty: 4432.860352
	Iteration 0F: 3 clusters Score -878105.3 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -879738.312500 Penalty: 4432.860352
	Iteration 1F: 3 clusters Score -879738.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -880014.437500 Penalty: 4432.860352
	Iteration 2F: 3 clusters Score -880014.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -880196.812500 Penalty: 4432.860352
	Iteration 3Q: 3 clusters Score -880196.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -880352.375000 Penalty: 4432.860352
	Iteration 4Q: 3 clusters Score -880352.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -880528.187500 Penalty: 4432.860352
	Iteration 5Q: 3 clusters Score -880528.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -880730.187500 Penalty: 4432.860352
	Iteration 6Q: 3 clusters Score -880730.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -880944.687500 Penalty: 4432.860352
	Iteration 7Q: 3 clusters Score -880944.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -881168.687500 Penalty: 4432.860352
	Iteration 8Q: 3 clusters Score -881168.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -881437.937500 Penalty: 4432.860352
	Iteration 9Q: 3 clusters Score -881437.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -881765.250000 Penalty: 4432.860352
	Iteration 10Q: 3 clusters Score -881765.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -882077.250000 Penalty: 4432.860352
	Iteration 11Q: 3 clusters Score -882077.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -882355.875000 Penalty: 4432.860352
	Iteration 12Q: 3 clusters Score -882355.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -882600.625000 Penalty: 4432.860352
	Iteration 13Q: 3 clusters Score -882600.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -882796.250000 Penalty: 4432.860352
	Iteration 14Q: 3 clusters Score -882796.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -882942.187500 Penalty: 4432.860352
	Iteration 15Q: 3 clusters Score -882942.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -883049.375000 Penalty: 4432.860352
	Iteration 16Q: 3 clusters Score -883049.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -883144.312500 Penalty: 4432.860352
	Iteration 17Q: 3 clusters Score -883144.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -883228.937500 Penalty: 4432.860352
	Iteration 18Q: 3 clusters Score -883228.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -883281.500000 Penalty: 4432.860352
	Iteration 19Q: 3 clusters Score -883281.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -883325.687500 Penalty: 4432.860352
	Iteration 20F: 3 clusters Score -883325.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -883358.500000 Penalty: 4432.860352
	Iteration 21Q: 3 clusters Score -883358.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -883376.812500 Penalty: 4432.860352
	Iteration 22Q: 3 clusters Score -883376.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -883389.000000 Penalty: 4432.860352
	Iteration 23Q: 3 clusters Score -883389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -883394.312500 Penalty: 4432.860352
	Iteration 24Q: 3 clusters Score -883394.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -883399.562500 Penalty: 4432.860352
	Iteration 25Q: 3 clusters Score -883399.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -883400.625000 Penalty: 4432.860352
	Iteration 26Q: 3 clusters Score -883400.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -883403.437500 Penalty: 4432.860352
	Iteration 27Q: 3 clusters Score -883403.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -883406.312500 Penalty: 4432.860352
	Iteration 28Q: 3 clusters Score -883406.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -883407.562500 Penalty: 4432.860352
	Iteration 29Q: 3 clusters Score -883407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -883407.812500 Penalty: 4432.860352
	Iteration 30Q: 3 clusters Score -883407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -883408.187500 Penalty: 4432.860352
	Iteration 31Q: 3 clusters Score -883408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -883407.875000 Penalty: 4432.860352
	Iteration 32Q: 3 clusters Score -883407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -883409.062500 Penalty: 4432.860352
	Iteration 33Q: 3 clusters Score -883409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -883409.062500 Penalty: 4432.860352
	Iteration 34F: 3 clusters Score -883409.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Entering Unmasked Estep 
Score: -1700638.125000 Penalty: 2374.095947
	Iteration 0F: 2 clusters Score -1700638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1690179.125000 Penalty: 4748.191895
	Iteration 0F: 3 clusters Score -1690179 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1693474.125000 Penalty: 4748.191895
	Iteration 1F: 3 clusters Score -1693474 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1693816.000000 Penalty: 4748.191895
	Iteration 2F: 3 clusters Score -1693816 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1694086.625000 Penalty: 4748.191895
	Iteration 3Q: 3 clusters Score -1694087 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1694371.625000 Penalty: 4748.191895
	Iteration 4Q: 3 clusters Score -1694372 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1694644.125000 Penalty: 4748.191895
	Iteration 5Q: 3 clusters Score -1694644 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1694953.250000 Penalty: 4748.191895
	Iteration 6Q: 3 clusters Score -1694953 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1695288.375000 Penalty: 4748.191895
	Iteration 7Q: 3 clusters Score -1695288 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1695615.250000 Penalty: 4748.191895
	Iteration 8Q: 3 clusters Score -1695615 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1695910.875000 Penalty: 4748.191895
	Iteration 9Q: 3 clusters Score -1695911 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1696231.125000 Penalty: 4748.191895
	Iteration 10Q: 3 clusters Score -1696231 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1696483.875000 Penalty: 4748.191895
	Iteration 11Q: 3 clusters Score -1696484 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1696695.750000 Penalty: 4748.191895
	Iteration 12Q: 3 clusters Score -1696696 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1696861.375000 Penalty: 4748.191895
	Iteration 13Q: 3 clusters Score -1696861 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1697001.000000 Penalty: 4748.191895
	Iteration 14Q: 3 clusters Score -1697001 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1697109.750000 Penalty: 4748.191895
	Iteration 15Q: 3 clusters Score -1697110 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1697215.000000 Penalty: 4748.191895
	Iteration 16Q: 3 clusters Score -1697215 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1697289.250000 Penalty: 4748.191895
	Iteration 17Q: 3 clusters Score -1697289 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1697347.000000 Penalty: 4748.191895
	Iteration 18Q: 3 clusters Score -1697347 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1697401.250000 Penalty: 4748.191895
	Iteration 19Q: 3 clusters Score -1697401 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1697450.000000 Penalty: 4748.191895
	Iteration 20F: 3 clusters Score -1697450 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1697485.000000 Penalty: 4748.191895
	Iteration 21Q: 3 clusters Score -1697485 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1697504.125000 Penalty: 4748.191895
	Iteration 22Q: 3 clusters Score -1697504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1697530.250000 Penalty: 4748.191895
	Iteration 23Q: 3 clusters Score -1697530 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1697550.125000 Penalty: 4748.191895
	Iteration 24Q: 3 clusters Score -1697550 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1697573.875000 Penalty: 4748.191895
	Iteration 25Q: 3 clusters Score -1697574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1697597.500000 Penalty: 4748.191895
	Iteration 26Q: 3 clusters Score -1697598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1697612.375000 Penalty: 4748.191895
	Iteration 27Q: 3 clusters Score -1697612 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1697626.250000 Penalty: 4748.191895
	Iteration 28Q: 3 clusters Score -1697626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1697650.375000 Penalty: 4748.191895
	Iteration 29Q: 3 clusters Score -1697650 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1697669.500000 Penalty: 4748.191895
	Iteration 30Q: 3 clusters Score -1697670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1697679.875000 Penalty: 4748.191895
	Iteration 31Q: 3 clusters Score -1697680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1697689.625000 Penalty: 4748.191895
	Iteration 32Q: 3 clusters Score -1697690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1697700.750000 Penalty: 4748.191895
	Iteration 33Q: 3 clusters Score -1697701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1697719.250000 Penalty: 4748.191895
	Iteration 34Q: 3 clusters Score -1697719 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1697727.250000 Penalty: 4748.191895
	Iteration 35Q: 3 clusters Score -1697727 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1697738.625000 Penalty: 4748.191895
	Iteration 36Q: 3 clusters Score -1697739 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1697745.750000 Penalty: 4748.191895
	Iteration 37Q: 3 clusters Score -1697746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1697759.250000 Penalty: 4748.191895
	Iteration 38Q: 3 clusters Score -1697759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1697768.375000 Penalty: 4748.191895
	Iteration 39Q: 3 clusters Score -1697768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1697776.125000 Penalty: 4748.191895
	Iteration 40F: 3 clusters Score -1697776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1697787.750000 Penalty: 4748.191895
	Iteration 41Q: 3 clusters Score -1697788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1697798.875000 Penalty: 4748.191895
	Iteration 42Q: 3 clusters Score -1697799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1697811.250000 Penalty: 4748.191895
	Iteration 43Q: 3 clusters Score -1697811 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1697824.875000 Penalty: 4748.191895
	Iteration 44Q: 3 clusters Score -1697825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1697838.250000 Penalty: 4748.191895
	Iteration 45Q: 3 clusters Score -1697838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1697846.250000 Penalty: 4748.191895
	Iteration 46Q: 3 clusters Score -1697846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1697856.875000 Penalty: 4748.191895
	Iteration 47Q: 3 clusters Score -1697857 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1697875.500000 Penalty: 4748.191895
	Iteration 48Q: 3 clusters Score -1697876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1697894.750000 Penalty: 4748.191895
	Iteration 49Q: 3 clusters Score -1697895 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1697921.250000 Penalty: 4748.191895
	Iteration 50Q: 3 clusters Score -1697921 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1697951.625000 Penalty: 4748.191895
	Iteration 51Q: 3 clusters Score -1697952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1697970.750000 Penalty: 4748.191895
	Iteration 52Q: 3 clusters Score -1697971 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1697997.250000 Penalty: 4748.191895
	Iteration 53Q: 3 clusters Score -1697997 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1698013.375000 Penalty: 4748.191895
	Iteration 54Q: 3 clusters Score -1698013 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1698036.125000 Penalty: 4748.191895
	Iteration 55Q: 3 clusters Score -1698036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1698047.125000 Penalty: 4748.191895
	Iteration 56Q: 3 clusters Score -1698047 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1698068.000000 Penalty: 4748.191895
	Iteration 57Q: 3 clusters Score -1698068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1698086.500000 Penalty: 4748.191895
	Iteration 58Q: 3 clusters Score -1698086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1698101.250000 Penalty: 4748.191895
	Iteration 59Q: 3 clusters Score -1698101 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1698126.375000 Penalty: 4748.191895
	Iteration 60F: 3 clusters Score -1698126 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1698154.625000 Penalty: 4748.191895
	Iteration 61Q: 3 clusters Score -1698155 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1698176.625000 Penalty: 4748.191895
	Iteration 62Q: 3 clusters Score -1698177 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1698194.250000 Penalty: 4748.191895
	Iteration 63Q: 3 clusters Score -1698194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1698209.250000 Penalty: 4748.191895
	Iteration 64Q: 3 clusters Score -1698209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1698225.500000 Penalty: 4748.191895
	Iteration 65Q: 3 clusters Score -1698226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1698233.125000 Penalty: 4748.191895
	Iteration 66Q: 3 clusters Score -1698233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1698242.875000 Penalty: 4748.191895
	Iteration 67Q: 3 clusters Score -1698243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1698254.125000 Penalty: 4748.191895
	Iteration 68Q: 3 clusters Score -1698254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1698261.375000 Penalty: 4748.191895
	Iteration 69Q: 3 clusters Score -1698261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1698272.625000 Penalty: 4748.191895
	Iteration 70Q: 3 clusters Score -1698273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1698282.000000 Penalty: 4748.191895
	Iteration 71Q: 3 clusters Score -1698282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1698293.250000 Penalty: 4748.191895
	Iteration 72Q: 3 clusters Score -1698293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1698303.250000 Penalty: 4748.191895
	Iteration 73Q: 3 clusters Score -1698303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1698312.375000 Penalty: 4748.191895
	Iteration 74Q: 3 clusters Score -1698312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1698319.625000 Penalty: 4748.191895
	Iteration 75Q: 3 clusters Score -1698320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1698330.500000 Penalty: 4748.191895
	Iteration 76Q: 3 clusters Score -1698330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1698339.500000 Penalty: 4748.191895
	Iteration 77Q: 3 clusters Score -1698340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1698340.875000 Penalty: 4748.191895
	Iteration 78Q: 3 clusters Score -1698341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1698344.875000 Penalty: 4748.191895
	Iteration 79Q: 3 clusters Score -1698345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1698350.375000 Penalty: 4748.191895
	Iteration 80F: 3 clusters Score -1698350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1698352.625000 Penalty: 4748.191895
	Iteration 81Q: 3 clusters Score -1698353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1698363.000000 Penalty: 4748.191895
	Iteration 82Q: 3 clusters Score -1698363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1698371.500000 Penalty: 4748.191895
	Iteration 83Q: 3 clusters Score -1698372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1698374.500000 Penalty: 4748.191895
	Iteration 84Q: 3 clusters Score -1698374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1698381.875000 Penalty: 4748.191895
	Iteration 85Q: 3 clusters Score -1698382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1698392.125000 Penalty: 4748.191895
	Iteration 86Q: 3 clusters Score -1698392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1698398.125000 Penalty: 4748.191895
	Iteration 87Q: 3 clusters Score -1698398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1698409.500000 Penalty: 4748.191895
	Iteration 88Q: 3 clusters Score -1698410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1698411.125000 Penalty: 4748.191895
	Iteration 89Q: 3 clusters Score -1698411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1698413.125000 Penalty: 4748.191895
	Iteration 90Q: 3 clusters Score -1698413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1698417.250000 Penalty: 4748.191895
	Iteration 91Q: 3 clusters Score -1698417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1698423.875000 Penalty: 4748.191895
	Iteration 92Q: 3 clusters Score -1698424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1698427.875000 Penalty: 4748.191895
	Iteration 93Q: 3 clusters Score -1698428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1698434.375000 Penalty: 4748.191895
	Iteration 94Q: 3 clusters Score -1698434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1698443.500000 Penalty: 4748.191895
	Iteration 95Q: 3 clusters Score -1698444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1698446.875000 Penalty: 4748.191895
	Iteration 96Q: 3 clusters Score -1698447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1698451.750000 Penalty: 4748.191895
	Iteration 97Q: 3 clusters Score -1698452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1698457.000000 Penalty: 4748.191895
	Iteration 98Q: 3 clusters Score -1698457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1698462.250000 Penalty: 4748.191895
	Iteration 99Q: 3 clusters Score -1698462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1698462.875000 Penalty: 4748.191895
	Iteration 100F: 3 clusters Score -1698463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1698468.250000 Penalty: 4748.191895
	Iteration 101Q: 3 clusters Score -1698468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1698473.000000 Penalty: 4748.191895
	Iteration 102Q: 3 clusters Score -1698473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1698475.625000 Penalty: 4748.191895
	Iteration 103Q: 3 clusters Score -1698476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1698482.000000 Penalty: 4748.191895
	Iteration 104Q: 3 clusters Score -1698482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1698494.000000 Penalty: 4748.191895
	Iteration 105Q: 3 clusters Score -1698494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1698512.250000 Penalty: 4748.191895
	Iteration 106Q: 3 clusters Score -1698512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1698530.875000 Penalty: 4748.191895
	Iteration 107Q: 3 clusters Score -1698531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1698546.875000 Penalty: 4748.191895
	Iteration 108Q: 3 clusters Score -1698547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1698552.875000 Penalty: 4748.191895
	Iteration 109Q: 3 clusters Score -1698553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1698566.500000 Penalty: 4748.191895
	Iteration 110Q: 3 clusters Score -1698566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1698566.250000 Penalty: 4748.191895
	Iteration 111Q: 3 clusters Score -1698566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1698572.375000 Penalty: 4748.191895
	Iteration 112Q: 3 clusters Score -1698572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1698576.375000 Penalty: 4748.191895
	Iteration 113Q: 3 clusters Score -1698576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1698582.500000 Penalty: 4748.191895
	Iteration 114Q: 3 clusters Score -1698582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1698582.625000 Penalty: 4748.191895
	Iteration 115Q: 3 clusters Score -1698583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1698583.250000 Penalty: 4748.191895
	Iteration 116Q: 3 clusters Score -1698583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1698584.250000 Penalty: 4748.191895
	Iteration 117Q: 3 clusters Score -1698584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1698584.875000 Penalty: 4748.191895
	Iteration 118Q: 3 clusters Score -1698585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1698584.875000 Penalty: 4748.191895
	Iteration 119F: 3 clusters Score -1698585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Entering Unmasked Estep 
Score: -5061324.500000 Penalty: 2656.037598
	Iteration 0F: 2 clusters Score -5061324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -5031105.500000 Penalty: 5312.075195
	Iteration 0F: 3 clusters Score -5031106 nChanged 20491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -5042846.000000 Penalty: 5312.075195
	Iteration 1F: 3 clusters Score -5042846 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -5044563.500000 Penalty: 5312.075195
	Iteration 2F: 3 clusters Score -5044564 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -5046859.500000 Penalty: 5312.075195
	Iteration 3F: 3 clusters Score -5046860 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -5049495.000000 Penalty: 5312.075195
	Iteration 4F: 3 clusters Score -5049495 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -5052283.500000 Penalty: 5312.075195
	Iteration 5F: 3 clusters Score -5052284 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -5054811.500000 Penalty: 5312.075195
	Iteration 6F: 3 clusters Score -5054812 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -5056820.000000 Penalty: 5312.075195
	Iteration 7F: 3 clusters Score -5056820 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -5058358.500000 Penalty: 5312.075195
	Iteration 8Q: 3 clusters Score -5058358 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -5059734.500000 Penalty: 5312.075195
	Iteration 9Q: 3 clusters Score -5059734 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -5060651.500000 Penalty: 5312.075195
	Iteration 10Q: 3 clusters Score -5060652 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5060988.500000 Penalty: 5312.075195
	Iteration 11Q: 3 clusters Score -5060988 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5061153.500000 Penalty: 5312.075195
	Iteration 12Q: 3 clusters Score -5061154 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5061229.000000 Penalty: 5312.075195
	Iteration 13Q: 3 clusters Score -5061229 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5061280.500000 Penalty: 5312.075195
	Iteration 14Q: 3 clusters Score -5061280 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5061325.500000 Penalty: 5312.075195
	Iteration 15Q: 3 clusters Score -5061326 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5061351.500000 Penalty: 5312.075195
	Iteration 16Q: 3 clusters Score -5061352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5061363.500000 Penalty: 5312.075195
	Iteration 17Q: 3 clusters Score -5061364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5061384.000000 Penalty: 5312.075195
	Iteration 18Q: 3 clusters Score -5061384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5061391.500000 Penalty: 5312.075195
	Iteration 19Q: 3 clusters Score -5061392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5061397.500000 Penalty: 5312.075195
	Iteration 20F: 3 clusters Score -5061398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5061404.000000 Penalty: 5312.075195
	Iteration 21Q: 3 clusters Score -5061404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5061410.000000 Penalty: 5312.075195
	Iteration 22Q: 3 clusters Score -5061410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5061422.500000 Penalty: 5312.075195
	Iteration 23Q: 3 clusters Score -5061422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5061424.000000 Penalty: 5312.075195
	Iteration 24Q: 3 clusters Score -5061424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5061430.500000 Penalty: 5312.075195
	Iteration 25Q: 3 clusters Score -5061430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5061438.500000 Penalty: 5312.075195
	Iteration 26Q: 3 clusters Score -5061438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5061437.000000 Penalty: 5312.075195
	Iteration 27Q: 3 clusters Score -5061437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5061445.000000 Penalty: 5312.075195
	Iteration 28Q: 3 clusters Score -5061445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5061451.000000 Penalty: 5312.075195
	Iteration 29Q: 3 clusters Score -5061451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5061443.500000 Penalty: 5312.075195
	Iteration 30Q: 3 clusters Score -5061444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5061441.500000 Penalty: 5312.075195
	Iteration 31Q: 3 clusters Score -5061442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5061441.500000 Penalty: 5312.075195
	Iteration 32Q: 3 clusters Score -5061442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5061443.500000 Penalty: 5312.075195
	Iteration 33Q: 3 clusters Score -5061444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5061444.500000 Penalty: 5312.075195
	Iteration 34Q: 3 clusters Score -5061444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5061439.000000 Penalty: 5312.075195
	Iteration 35Q: 3 clusters Score -5061439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5061440.500000 Penalty: 5312.075195
	Iteration 36Q: 3 clusters Score -5061440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5061440.500000 Penalty: 5312.075195
	Iteration 37F: 3 clusters Score -5061440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25458 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 14371 members 
Mstep: Class 6 contains 42744 members 
Mstep: Class 7 contains 283615 members 
Mstep: Class 8 contains 197388 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 12 contains 14877 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 19 contains 24130 members 
Entering Unmasked Estep 
Score: -74636808.000000 Penalty: 39842.535156
Splitting cluster 6 changes total score from -74637320.000000 to -74636808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (283615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283615 members 
Entering Unmasked Estep 
Score: -32819330.000000 Penalty: 3113.732666
	Iteration 0F: 2 clusters Score -3.281933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141944 members 
Mstep: Class 2 contains 141671 members 
Entering Unmasked Estep 
Score: -32647824.000000 Penalty: 6227.465332
	Iteration 0F: 3 clusters Score -3.264782e+07 nChanged 137256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143950 members 
Mstep: Class 2 contains 139665 members 
Entering Unmasked Estep 
Score: -32729980.000000 Penalty: 6227.465332
	Iteration 1F: 3 clusters Score -3.272998e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144814 members 
Mstep: Class 2 contains 138801 members 
Entering Unmasked Estep 
Score: -32732026.000000 Penalty: 6227.465332
	Iteration 2Q: 3 clusters Score -3.273203e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146201 members 
Mstep: Class 2 contains 137414 members 
Entering Unmasked Estep 
Score: -32735520.000000 Penalty: 6227.465332
	Iteration 3Q: 3 clusters Score -3.273552e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148287 members 
Mstep: Class 2 contains 135328 members 
Entering Unmasked Estep 
Score: -32740424.000000 Penalty: 6227.465332
	Iteration 4Q: 3 clusters Score -3.274042e+07 nChanged 13947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151334 members 
Mstep: Class 2 contains 132281 members 
Entering Unmasked Estep 
Score: -32747862.000000 Penalty: 6227.465332
	Iteration 5Q: 3 clusters Score -3.274786e+07 nChanged 16355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154941 members 
Mstep: Class 2 contains 128674 members 
Entering Unmasked Estep 
Score: -32758364.000000 Penalty: 6227.465332
	Iteration 6F: 3 clusters Score -3.275836e+07 nChanged 17956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158503 members 
Mstep: Class 2 contains 125112 members 
Entering Unmasked Estep 
Score: -32770942.000000 Penalty: 6227.465332
	Iteration 7F: 3 clusters Score -3.277094e+07 nChanged 18490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161365 members 
Mstep: Class 2 contains 122250 members 
Entering Unmasked Estep 
Score: -32783888.000000 Penalty: 6227.465332
	Iteration 8F: 3 clusters Score -3.278389e+07 nChanged 16275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163316 members 
Mstep: Class 2 contains 120299 members 
Entering Unmasked Estep 
Score: -32792738.000000 Penalty: 6227.465332
	Iteration 9F: 3 clusters Score -3.279274e+07 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164767 members 
Mstep: Class 2 contains 118848 members 
Entering Unmasked Estep 
Score: -32797072.000000 Penalty: 6227.465332
	Iteration 10Q: 3 clusters Score -3.279707e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166010 members 
Mstep: Class 2 contains 117605 members 
Entering Unmasked Estep 
Score: -32798466.000000 Penalty: 6227.465332
	Iteration 11Q: 3 clusters Score -3.279847e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167178 members 
Mstep: Class 2 contains 116437 members 
Entering Unmasked Estep 
Score: -32799276.000000 Penalty: 6227.465332
	Iteration 12Q: 3 clusters Score -3.279928e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168184 members 
Mstep: Class 2 contains 115431 members 
Entering Unmasked Estep 
Score: -32799780.000000 Penalty: 6227.465332
	Iteration 13Q: 3 clusters Score -3.279978e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169105 members 
Mstep: Class 2 contains 114510 members 
Entering Unmasked Estep 
Score: -32800202.000000 Penalty: 6227.465332
	Iteration 14Q: 3 clusters Score -3.28002e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170039 members 
Mstep: Class 2 contains 113576 members 
Entering Unmasked Estep 
Score: -32800528.000000 Penalty: 6227.465332
	Iteration 15Q: 3 clusters Score -3.280053e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171002 members 
Mstep: Class 2 contains 112613 members 
Entering Unmasked Estep 
Score: -32800674.000000 Penalty: 6227.465332
	Iteration 16Q: 3 clusters Score -3.280067e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171782 members 
Mstep: Class 2 contains 111833 members 
Entering Unmasked Estep 
Score: -32800806.000000 Penalty: 6227.465332
	Iteration 17Q: 3 clusters Score -3.280081e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172460 members 
Mstep: Class 2 contains 111155 members 
Entering Unmasked Estep 
Score: -32801076.000000 Penalty: 6227.465332
	Iteration 18Q: 3 clusters Score -3.280108e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173154 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -32801088.000000 Penalty: 6227.465332
	Iteration 19Q: 3 clusters Score -3.280109e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173868 members 
Mstep: Class 2 contains 109747 members 
Entering Unmasked Estep 
Score: -32801296.000000 Penalty: 6227.465332
	Iteration 20F: 3 clusters Score -3.28013e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174599 members 
Mstep: Class 2 contains 109016 members 
Entering Unmasked Estep 
Score: -32801480.000000 Penalty: 6227.465332
	Iteration 21Q: 3 clusters Score -3.280148e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175366 members 
Mstep: Class 2 contains 108249 members 
Entering Unmasked Estep 
Score: -32801602.000000 Penalty: 6227.465332
	Iteration 22Q: 3 clusters Score -3.28016e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176137 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -32801736.000000 Penalty: 6227.465332
	Iteration 23Q: 3 clusters Score -3.280174e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176936 members 
Mstep: Class 2 contains 106679 members 
Entering Unmasked Estep 
Score: -32801876.000000 Penalty: 6227.465332
	Iteration 24Q: 3 clusters Score -3.280188e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177702 members 
Mstep: Class 2 contains 105913 members 
Entering Unmasked Estep 
Score: -32801988.000000 Penalty: 6227.465332
	Iteration 25Q: 3 clusters Score -3.280199e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178342 members 
Mstep: Class 2 contains 105273 members 
Entering Unmasked Estep 
Score: -32801976.000000 Penalty: 6227.465332
	Iteration 26Q: 3 clusters Score -3.280198e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178946 members 
Mstep: Class 2 contains 104669 members 
Entering Unmasked Estep 
Score: -32801898.000000 Penalty: 6227.465332
	Iteration 27Q: 3 clusters Score -3.28019e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179543 members 
Mstep: Class 2 contains 104072 members 
Entering Unmasked Estep 
Score: -32801888.000000 Penalty: 6227.465332
	Iteration 28Q: 3 clusters Score -3.280189e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180135 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -32801870.000000 Penalty: 6227.465332
	Iteration 29Q: 3 clusters Score -3.280187e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180662 members 
Mstep: Class 2 contains 102953 members 
Entering Unmasked Estep 
Score: -32801976.000000 Penalty: 6227.465332
	Iteration 30Q: 3 clusters Score -3.280198e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181116 members 
Mstep: Class 2 contains 102499 members 
Entering Unmasked Estep 
Score: -32801986.000000 Penalty: 6227.465332
	Iteration 31Q: 3 clusters Score -3.280199e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181600 members 
Mstep: Class 2 contains 102015 members 
Entering Unmasked Estep 
Score: -32801982.000000 Penalty: 6227.465332
	Iteration 32Q: 3 clusters Score -3.280198e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182070 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -32801988.000000 Penalty: 6227.465332
	Iteration 33Q: 3 clusters Score -3.280199e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182496 members 
Mstep: Class 2 contains 101119 members 
Entering Unmasked Estep 
Score: -32802058.000000 Penalty: 6227.465332
	Iteration 34Q: 3 clusters Score -3.280206e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182945 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -32802134.000000 Penalty: 6227.465332
	Iteration 35Q: 3 clusters Score -3.280213e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183354 members 
Mstep: Class 2 contains 100261 members 
Entering Unmasked Estep 
Score: -32802258.000000 Penalty: 6227.465332
	Iteration 36Q: 3 clusters Score -3.280226e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183679 members 
Mstep: Class 2 contains 99936 members 
Entering Unmasked Estep 
Score: -32802176.000000 Penalty: 6227.465332
	Iteration 37Q: 3 clusters Score -3.280218e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184001 members 
Mstep: Class 2 contains 99614 members 
Entering Unmasked Estep 
Score: -32802208.000000 Penalty: 6227.465332
	Iteration 38Q: 3 clusters Score -3.280221e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184280 members 
Mstep: Class 2 contains 99335 members 
Entering Unmasked Estep 
Score: -32802238.000000 Penalty: 6227.465332
	Iteration 39Q: 3 clusters Score -3.280224e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184584 members 
Mstep: Class 2 contains 99031 members 
Entering Unmasked Estep 
Score: -32802246.000000 Penalty: 6227.465332
	Iteration 40F: 3 clusters Score -3.280225e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184883 members 
Mstep: Class 2 contains 98732 members 
Entering Unmasked Estep 
Score: -32802296.000000 Penalty: 6227.465332
	Iteration 41Q: 3 clusters Score -3.28023e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185141 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -32802162.000000 Penalty: 6227.465332
	Iteration 42Q: 3 clusters Score -3.280216e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185414 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -32802220.000000 Penalty: 6227.465332
	Iteration 43Q: 3 clusters Score -3.280222e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185712 members 
Mstep: Class 2 contains 97903 members 
Entering Unmasked Estep 
Score: -32802170.000000 Penalty: 6227.465332
	Iteration 44Q: 3 clusters Score -3.280217e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186007 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -32802144.000000 Penalty: 6227.465332
	Iteration 45Q: 3 clusters Score -3.280214e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186249 members 
Mstep: Class 2 contains 97366 members 
Entering Unmasked Estep 
Score: -32802180.000000 Penalty: 6227.465332
	Iteration 46Q: 3 clusters Score -3.280218e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186426 members 
Mstep: Class 2 contains 97189 members 
Entering Unmasked Estep 
Score: -32802218.000000 Penalty: 6227.465332
	Iteration 47Q: 3 clusters Score -3.280222e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186635 members 
Mstep: Class 2 contains 96980 members 
Entering Unmasked Estep 
Score: -32802234.000000 Penalty: 6227.465332
	Iteration 48Q: 3 clusters Score -3.280223e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186878 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -32802226.000000 Penalty: 6227.465332
	Iteration 49Q: 3 clusters Score -3.280223e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187054 members 
Mstep: Class 2 contains 96561 members 
Entering Unmasked Estep 
Score: -32802356.000000 Penalty: 6227.465332
	Iteration 50Q: 3 clusters Score -3.280236e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187242 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -32802250.000000 Penalty: 6227.465332
	Iteration 51Q: 3 clusters Score -3.280225e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187409 members 
Mstep: Class 2 contains 96206 members 
Entering Unmasked Estep 
Score: -32802204.000000 Penalty: 6227.465332
	Iteration 52Q: 3 clusters Score -3.28022e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187550 members 
Mstep: Class 2 contains 96065 members 
Entering Unmasked Estep 
Score: -32802212.000000 Penalty: 6227.465332
	Iteration 53Q: 3 clusters Score -3.280221e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187648 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -32802162.000000 Penalty: 6227.465332
	Iteration 54Q: 3 clusters Score -3.280216e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187746 members 
Mstep: Class 2 contains 95869 members 
Entering Unmasked Estep 
Score: -32802118.000000 Penalty: 6227.465332
	Iteration 55Q: 3 clusters Score -3.280212e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187837 members 
Mstep: Class 2 contains 95778 members 
Entering Unmasked Estep 
Score: -32802118.000000 Penalty: 6227.465332
	Iteration 56Q: 3 clusters Score -3.280212e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187929 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -32802090.000000 Penalty: 6227.465332
	Iteration 57Q: 3 clusters Score -3.280209e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187963 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -32802056.000000 Penalty: 6227.465332
	Iteration 58Q: 3 clusters Score -3.280206e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188003 members 
Mstep: Class 2 contains 95612 members 
Entering Unmasked Estep 
Score: -32802084.000000 Penalty: 6227.465332
	Iteration 59Q: 3 clusters Score -3.280208e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188017 members 
Mstep: Class 2 contains 95598 members 
Entering Unmasked Estep 
Score: -32802110.000000 Penalty: 6227.465332
	Iteration 60F: 3 clusters Score -3.280211e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188073 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -32802092.000000 Penalty: 6227.465332
	Iteration 61Q: 3 clusters Score -3.280209e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188099 members 
Mstep: Class 2 contains 95516 members 
Entering Unmasked Estep 
Score: -32802062.000000 Penalty: 6227.465332
	Iteration 62Q: 3 clusters Score -3.280206e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188100 members 
Mstep: Class 2 contains 95515 members 
Entering Unmasked Estep 
Score: -32801998.000000 Penalty: 6227.465332
	Iteration 63Q: 3 clusters Score -3.2802e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188068 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -32802002.000000 Penalty: 6227.465332
	Iteration 64Q: 3 clusters Score -3.2802e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188061 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -32802064.000000 Penalty: 6227.465332
	Iteration 65Q: 3 clusters Score -3.280206e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188064 members 
Mstep: Class 2 contains 95551 members 
Entering Unmasked Estep 
Score: -32802006.000000 Penalty: 6227.465332
	Iteration 66Q: 3 clusters Score -3.280201e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188067 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -32801952.000000 Penalty: 6227.465332
	Iteration 67Q: 3 clusters Score -3.280195e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188077 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -32801994.000000 Penalty: 6227.465332
	Iteration 68Q: 3 clusters Score -3.280199e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188060 members 
Mstep: Class 2 contains 95555 members 
Entering Unmasked Estep 
Score: -32801972.000000 Penalty: 6227.465332
	Iteration 69Q: 3 clusters Score -3.280197e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188089 members 
Mstep: Class 2 contains 95526 members 
Entering Unmasked Estep 
Score: -32801940.000000 Penalty: 6227.465332
	Iteration 70Q: 3 clusters Score -3.280194e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188105 members 
Mstep: Class 2 contains 95510 members 
Entering Unmasked Estep 
Score: -32801974.000000 Penalty: 6227.465332
	Iteration 71Q: 3 clusters Score -3.280197e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188089 members 
Mstep: Class 2 contains 95526 members 
Entering Unmasked Estep 
Score: -32801950.000000 Penalty: 6227.465332
	Iteration 72Q: 3 clusters Score -3.280195e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188075 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -32801906.000000 Penalty: 6227.465332
	Iteration 73Q: 3 clusters Score -3.280191e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188070 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -32801930.000000 Penalty: 6227.465332
	Iteration 74Q: 3 clusters Score -3.280193e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188078 members 
Mstep: Class 2 contains 95537 members 
Entering Unmasked Estep 
Score: -32801972.000000 Penalty: 6227.465332
	Iteration 75Q: 3 clusters Score -3.280197e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188056 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -32801976.000000 Penalty: 6227.465332
	Iteration 76Q: 3 clusters Score -3.280198e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188042 members 
Mstep: Class 2 contains 95573 members 
Entering Unmasked Estep 
Score: -32801988.000000 Penalty: 6227.465332
	Iteration 77Q: 3 clusters Score -3.280199e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188032 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -32801986.000000 Penalty: 6227.465332
	Iteration 78Q: 3 clusters Score -3.280199e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188026 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -32802004.000000 Penalty: 6227.465332
	Iteration 79Q: 3 clusters Score -3.2802e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188014 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -32802030.000000 Penalty: 6227.465332
	Iteration 80F: 3 clusters Score -3.280203e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187992 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -32802038.000000 Penalty: 6227.465332
	Iteration 81Q: 3 clusters Score -3.280204e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187984 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -32802066.000000 Penalty: 6227.465332
	Iteration 82Q: 3 clusters Score -3.280207e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187987 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -32802086.000000 Penalty: 6227.465332
	Iteration 83Q: 3 clusters Score -3.280209e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187989 members 
Mstep: Class 2 contains 95626 members 
Entering Unmasked Estep 
Score: -32802102.000000 Penalty: 6227.465332
	Iteration 84Q: 3 clusters Score -3.28021e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187985 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -32802054.000000 Penalty: 6227.465332
	Iteration 85Q: 3 clusters Score -3.280205e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187982 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -32802084.000000 Penalty: 6227.465332
	Iteration 86Q: 3 clusters Score -3.280208e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187978 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -32802080.000000 Penalty: 6227.465332
	Iteration 87Q: 3 clusters Score -3.280208e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187970 members 
Mstep: Class 2 contains 95645 members 
Entering Unmasked Estep 
Score: -32802058.000000 Penalty: 6227.465332
	Iteration 88Q: 3 clusters Score -3.280206e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187956 members 
Mstep: Class 2 contains 95659 members 
Entering Unmasked Estep 
Score: -32802106.000000 Penalty: 6227.465332
	Iteration 89Q: 3 clusters Score -3.280211e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187942 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -32802134.000000 Penalty: 6227.465332
	Iteration 90Q: 3 clusters Score -3.280213e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187932 members 
Mstep: Class 2 contains 95683 members 
Entering Unmasked Estep 
Score: -32802198.000000 Penalty: 6227.465332
	Iteration 91Q: 3 clusters Score -3.28022e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187907 members 
Mstep: Class 2 contains 95708 members 
Entering Unmasked Estep 
Score: -32802196.000000 Penalty: 6227.465332
	Iteration 92Q: 3 clusters Score -3.28022e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187899 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -32802206.000000 Penalty: 6227.465332
	Iteration 93Q: 3 clusters Score -3.280221e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187900 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -32802206.000000 Penalty: 6227.465332
	Iteration 94Q: 3 clusters Score -3.280221e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187905 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -32802228.000000 Penalty: 6227.465332
	Iteration 95Q: 3 clusters Score -3.280223e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187909 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -32802272.000000 Penalty: 6227.465332
	Iteration 96Q: 3 clusters Score -3.280227e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187909 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -32802284.000000 Penalty: 6227.465332
	Iteration 97Q: 3 clusters Score -3.280228e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187894 members 
Mstep: Class 2 contains 95721 members 
Entering Unmasked Estep 
Score: -32802300.000000 Penalty: 6227.465332
	Iteration 98Q: 3 clusters Score -3.28023e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187907 members 
Mstep: Class 2 contains 95708 members 
Entering Unmasked Estep 
Score: -32802360.000000 Penalty: 6227.465332
	Iteration 99Q: 3 clusters Score -3.280236e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187914 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -32802348.000000 Penalty: 6227.465332
	Iteration 100F: 3 clusters Score -3.280235e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187905 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -32802346.000000 Penalty: 6227.465332
	Iteration 101Q: 3 clusters Score -3.280235e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187890 members 
Mstep: Class 2 contains 95725 members 
Entering Unmasked Estep 
Score: -32802348.000000 Penalty: 6227.465332
	Iteration 102Q: 3 clusters Score -3.280235e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187862 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -32802330.000000 Penalty: 6227.465332
	Iteration 103Q: 3 clusters Score -3.280233e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187826 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
Score: -32802334.000000 Penalty: 6227.465332
	Iteration 104Q: 3 clusters Score -3.280233e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187787 members 
Mstep: Class 2 contains 95828 members 
Entering Unmasked Estep 
Score: -32802358.000000 Penalty: 6227.465332
	Iteration 105Q: 3 clusters Score -3.280236e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187751 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -32802374.000000 Penalty: 6227.465332
	Iteration 106Q: 3 clusters Score -3.280237e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 95886 members 
Entering Unmasked Estep 
Score: -32802390.000000 Penalty: 6227.465332
	Iteration 107Q: 3 clusters Score -3.280239e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187711 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -32802426.000000 Penalty: 6227.465332
	Iteration 108Q: 3 clusters Score -3.280243e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187696 members 
Mstep: Class 2 contains 95919 members 
Entering Unmasked Estep 
Score: -32802416.000000 Penalty: 6227.465332
	Iteration 109Q: 3 clusters Score -3.280242e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187688 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -32802418.000000 Penalty: 6227.465332
	Iteration 110Q: 3 clusters Score -3.280242e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187692 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -32802434.000000 Penalty: 6227.465332
	Iteration 111Q: 3 clusters Score -3.280243e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187691 members 
Mstep: Class 2 contains 95924 members 
Entering Unmasked Estep 
Score: -32802386.000000 Penalty: 6227.465332
	Iteration 112Q: 3 clusters Score -3.280239e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187701 members 
Mstep: Class 2 contains 95914 members 
Entering Unmasked Estep 
Score: -32802402.000000 Penalty: 6227.465332
	Iteration 113Q: 3 clusters Score -3.28024e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187719 members 
Mstep: Class 2 contains 95896 members 
Entering Unmasked Estep 
Score: -32802434.000000 Penalty: 6227.465332
	Iteration 114Q: 3 clusters Score -3.280243e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187721 members 
Mstep: Class 2 contains 95894 members 
Entering Unmasked Estep 
Score: -32802414.000000 Penalty: 6227.465332
	Iteration 115Q: 3 clusters Score -3.280241e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187728 members 
Mstep: Class 2 contains 95887 members 
Entering Unmasked Estep 
Score: -32802414.000000 Penalty: 6227.465332
	Iteration 116Q: 3 clusters Score -3.280241e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187720 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -32802400.000000 Penalty: 6227.465332
	Iteration 117Q: 3 clusters Score -3.28024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187708 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -32802436.000000 Penalty: 6227.465332
	Iteration 118Q: 3 clusters Score -3.280244e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187702 members 
Mstep: Class 2 contains 95913 members 
Entering Unmasked Estep 
Score: -32802456.000000 Penalty: 6227.465332
	Iteration 119Q: 3 clusters Score -3.280246e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187697 members 
Mstep: Class 2 contains 95918 members 
Entering Unmasked Estep 
Score: -32802472.000000 Penalty: 6227.465332
	Iteration 120F: 3 clusters Score -3.280247e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187707 members 
Mstep: Class 2 contains 95908 members 
Entering Unmasked Estep 
Score: -32802504.000000 Penalty: 6227.465332
	Iteration 121Q: 3 clusters Score -3.28025e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187706 members 
Mstep: Class 2 contains 95909 members 
Entering Unmasked Estep 
Score: -32802500.000000 Penalty: 6227.465332
	Iteration 122Q: 3 clusters Score -3.28025e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187699 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -32802474.000000 Penalty: 6227.465332
	Iteration 123Q: 3 clusters Score -3.280247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187692 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -32802478.000000 Penalty: 6227.465332
	Iteration 124Q: 3 clusters Score -3.280248e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187691 members 
Mstep: Class 2 contains 95924 members 
Entering Unmasked Estep 
Score: -32802478.000000 Penalty: 6227.465332
	Iteration 125Q: 3 clusters Score -3.280248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187686 members 
Mstep: Class 2 contains 95929 members 
Entering Unmasked Estep 
Score: -32802512.000000 Penalty: 6227.465332
	Iteration 126Q: 3 clusters Score -3.280251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187685 members 
Mstep: Class 2 contains 95930 members 
Entering Unmasked Estep 
Score: -32802520.000000 Penalty: 6227.465332
	Iteration 127Q: 3 clusters Score -3.280252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187677 members 
Mstep: Class 2 contains 95938 members 
Entering Unmasked Estep 
Score: -32802520.000000 Penalty: 6227.465332
	Iteration 128Q: 3 clusters Score -3.280252e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187668 members 
Mstep: Class 2 contains 95947 members 
Entering Unmasked Estep 
Score: -32802542.000000 Penalty: 6227.465332
	Iteration 129Q: 3 clusters Score -3.280254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187663 members 
Mstep: Class 2 contains 95952 members 
Entering Unmasked Estep 
Score: -32802542.000000 Penalty: 6227.465332
	Iteration 130Q: 3 clusters Score -3.280254e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187654 members 
Mstep: Class 2 contains 95961 members 
Entering Unmasked Estep 
Score: -32802528.000000 Penalty: 6227.465332
	Iteration 131Q: 3 clusters Score -3.280253e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187641 members 
Mstep: Class 2 contains 95974 members 
Entering Unmasked Estep 
Score: -32802524.000000 Penalty: 6227.465332
	Iteration 132Q: 3 clusters Score -3.280252e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187637 members 
Mstep: Class 2 contains 95978 members 
Entering Unmasked Estep 
Score: -32802522.000000 Penalty: 6227.465332
	Iteration 133Q: 3 clusters Score -3.280252e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187631 members 
Mstep: Class 2 contains 95984 members 
Entering Unmasked Estep 
Score: -32802518.000000 Penalty: 6227.465332
	Iteration 134Q: 3 clusters Score -3.280252e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187627 members 
Mstep: Class 2 contains 95988 members 
Entering Unmasked Estep 
Score: -32802512.000000 Penalty: 6227.465332
	Iteration 135Q: 3 clusters Score -3.280251e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187620 members 
Mstep: Class 2 contains 95995 members 
Entering Unmasked Estep 
Score: -32802506.000000 Penalty: 6227.465332
	Iteration 136Q: 3 clusters Score -3.280251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187611 members 
Mstep: Class 2 contains 96004 members 
Entering Unmasked Estep 
Score: -32802518.000000 Penalty: 6227.465332
	Iteration 137Q: 3 clusters Score -3.280252e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187608 members 
Mstep: Class 2 contains 96007 members 
Entering Unmasked Estep 
Score: -32802572.000000 Penalty: 6227.465332
	Iteration 138Q: 3 clusters Score -3.280257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187595 members 
Mstep: Class 2 contains 96020 members 
Entering Unmasked Estep 
Score: -32802538.000000 Penalty: 6227.465332
	Iteration 139Q: 3 clusters Score -3.280254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187583 members 
Mstep: Class 2 contains 96032 members 
Entering Unmasked Estep 
Score: -32802562.000000 Penalty: 6227.465332
	Iteration 140F: 3 clusters Score -3.280256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187574 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -32802540.000000 Penalty: 6227.465332
	Iteration 141Q: 3 clusters Score -3.280254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187568 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -32802526.000000 Penalty: 6227.465332
	Iteration 142Q: 3 clusters Score -3.280253e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187570 members 
Mstep: Class 2 contains 96045 members 
Entering Unmasked Estep 
Score: -32802524.000000 Penalty: 6227.465332
	Iteration 143Q: 3 clusters Score -3.280252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187565 members 
Mstep: Class 2 contains 96050 members 
Entering Unmasked Estep 
Score: -32802522.000000 Penalty: 6227.465332
	Iteration 144Q: 3 clusters Score -3.280252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187556 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -32802528.000000 Penalty: 6227.465332
	Iteration 145Q: 3 clusters Score -3.280253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187558 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -32802490.000000 Penalty: 6227.465332
	Iteration 146Q: 3 clusters Score -3.280249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187552 members 
Mstep: Class 2 contains 96063 members 
Entering Unmasked Estep 
Score: -32802506.000000 Penalty: 6227.465332
	Iteration 147Q: 3 clusters Score -3.280251e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187544 members 
Mstep: Class 2 contains 96071 members 
Entering Unmasked Estep 
Score: -32802504.000000 Penalty: 6227.465332
	Iteration 148Q: 3 clusters Score -3.28025e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187543 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -32802522.000000 Penalty: 6227.465332
	Iteration 149Q: 3 clusters Score -3.280252e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187539 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -32802544.000000 Penalty: 6227.465332
	Iteration 150Q: 3 clusters Score -3.280254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187540 members 
Mstep: Class 2 contains 96075 members 
Entering Unmasked Estep 
Score: -32802546.000000 Penalty: 6227.465332
	Iteration 151Q: 3 clusters Score -3.280255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187544 members 
Mstep: Class 2 contains 96071 members 
Entering Unmasked Estep 
Score: -32802550.000000 Penalty: 6227.465332
	Iteration 152Q: 3 clusters Score -3.280255e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187545 members 
Mstep: Class 2 contains 96070 members 
Entering Unmasked Estep 
Score: -32802594.000000 Penalty: 6227.465332
	Iteration 153Q: 3 clusters Score -3.280259e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187548 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -32802580.000000 Penalty: 6227.465332
	Iteration 154Q: 3 clusters Score -3.280258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187547 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -32802572.000000 Penalty: 6227.465332
	Iteration 155Q: 3 clusters Score -3.280257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187548 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -32802576.000000 Penalty: 6227.465332
	Iteration 156Q: 3 clusters Score -3.280258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187548 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -32802544.000000 Penalty: 6227.465332
	Iteration 157Q: 3 clusters Score -3.280254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187544 members 
Mstep: Class 2 contains 96071 members 
Entering Unmasked Estep 
Score: -32802574.000000 Penalty: 6227.465332
	Iteration 158Q: 3 clusters Score -3.280257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187538 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -32802580.000000 Penalty: 6227.465332
	Iteration 159Q: 3 clusters Score -3.280258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187536 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -32802574.000000 Penalty: 6227.465332
	Iteration 160F: 3 clusters Score -3.280257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187536 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -32802588.000000 Penalty: 6227.465332
	Iteration 161Q: 3 clusters Score -3.280259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187534 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -32802576.000000 Penalty: 6227.465332
	Iteration 162Q: 3 clusters Score -3.280258e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187530 members 
Mstep: Class 2 contains 96085 members 
Entering Unmasked Estep 
Score: -32802560.000000 Penalty: 6227.465332
	Iteration 163Q: 3 clusters Score -3.280256e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187523 members 
Mstep: Class 2 contains 96092 members 
Entering Unmasked Estep 
Score: -32802544.000000 Penalty: 6227.465332
	Iteration 164Q: 3 clusters Score -3.280254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187522 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -32802560.000000 Penalty: 6227.465332
	Iteration 165Q: 3 clusters Score -3.280256e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187529 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -32802556.000000 Penalty: 6227.465332
	Iteration 166Q: 3 clusters Score -3.280256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187531 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -32802566.000000 Penalty: 6227.465332
	Iteration 167Q: 3 clusters Score -3.280257e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187533 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -32802586.000000 Penalty: 6227.465332
	Iteration 168Q: 3 clusters Score -3.280259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187541 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -32802568.000000 Penalty: 6227.465332
	Iteration 169Q: 3 clusters Score -3.280257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187543 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -32802580.000000 Penalty: 6227.465332
	Iteration 170Q: 3 clusters Score -3.280258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187543 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -32802568.000000 Penalty: 6227.465332
	Iteration 171Q: 3 clusters Score -3.280257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187545 members 
Mstep: Class 2 contains 96070 members 
Entering Unmasked Estep 
Score: -32802586.000000 Penalty: 6227.465332
	Iteration 172Q: 3 clusters Score -3.280259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187548 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -32802586.000000 Penalty: 6227.465332
	Iteration 173Q: 3 clusters Score -3.280259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187550 members 
Mstep: Class 2 contains 96065 members 
Entering Unmasked Estep 
Score: -32802608.000000 Penalty: 6227.465332
	Iteration 174Q: 3 clusters Score -3.280261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187547 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -32802586.000000 Penalty: 6227.465332
	Iteration 175Q: 3 clusters Score -3.280259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187549 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -32802586.000000 Penalty: 6227.465332
	Iteration 176Q: 3 clusters Score -3.280259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187553 members 
Mstep: Class 2 contains 96062 members 
Entering Unmasked Estep 
Score: -32802584.000000 Penalty: 6227.465332
	Iteration 177Q: 3 clusters Score -3.280258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187546 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -32802620.000000 Penalty: 6227.465332
	Iteration 178Q: 3 clusters Score -3.280262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187540 members 
Mstep: Class 2 contains 96075 members 
Entering Unmasked Estep 
Score: -32802620.000000 Penalty: 6227.465332
	Iteration 179Q: 3 clusters Score -3.280262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187545 members 
Mstep: Class 2 contains 96070 members 
Entering Unmasked Estep 
Score: -32802636.000000 Penalty: 6227.465332
	Iteration 180F: 3 clusters Score -3.280264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187546 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -32802636.000000 Penalty: 6227.465332
	Iteration 181Q: 3 clusters Score -3.280264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187543 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -32802634.000000 Penalty: 6227.465332
	Iteration 182Q: 3 clusters Score -3.280263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187540 members 
Mstep: Class 2 contains 96075 members 
Entering Unmasked Estep 
Score: -32802648.000000 Penalty: 6227.465332
	Iteration 183Q: 3 clusters Score -3.280265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187538 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -32802656.000000 Penalty: 6227.465332
	Iteration 184Q: 3 clusters Score -3.280266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -32802646.000000 Penalty: 6227.465332
	Iteration 185Q: 3 clusters Score -3.280265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187538 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -32802656.000000 Penalty: 6227.465332
	Iteration 186Q: 3 clusters Score -3.280266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187540 members 
Mstep: Class 2 contains 96075 members 
Entering Unmasked Estep 
Score: -32802670.000000 Penalty: 6227.465332
	Iteration 187Q: 3 clusters Score -3.280267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187539 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -32802652.000000 Penalty: 6227.465332
	Iteration 188Q: 3 clusters Score -3.280265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -32802664.000000 Penalty: 6227.465332
	Iteration 189Q: 3 clusters Score -3.280266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187538 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -32802658.000000 Penalty: 6227.465332
	Iteration 190Q: 3 clusters Score -3.280266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -32802664.000000 Penalty: 6227.465332
	Iteration 191Q: 3 clusters Score -3.280266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187535 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -32802652.000000 Penalty: 6227.465332
	Iteration 192Q: 3 clusters Score -3.280265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187534 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -32802650.000000 Penalty: 6227.465332
	Iteration 193Q: 3 clusters Score -3.280265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187534 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -32802654.000000 Penalty: 6227.465332
	Iteration 194Q: 3 clusters Score -3.280265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187535 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -32802646.000000 Penalty: 6227.465332
	Iteration 195Q: 3 clusters Score -3.280265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -32802646.000000 Penalty: 6227.465332
	Iteration 196Q: 3 clusters Score -3.280265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187539 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -32802662.000000 Penalty: 6227.465332
	Iteration 197Q: 3 clusters Score -3.280266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187539 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -32802658.000000 Penalty: 6227.465332
	Iteration 198Q: 3 clusters Score -3.280266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187539 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -32802656.000000 Penalty: 6227.465332
	Iteration 199Q: 3 clusters Score -3.280266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -32802656.000000 Penalty: 6227.465332
	Iteration 200F: 3 clusters Score -3.280266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187535 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -32802686.000000 Penalty: 6227.465332
	Iteration 201Q: 3 clusters Score -3.280269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187535 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -32802674.000000 Penalty: 6227.465332
	Iteration 202Q: 3 clusters Score -3.280267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187534 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -32802670.000000 Penalty: 6227.465332
	Iteration 203Q: 3 clusters Score -3.280267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187533 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -32802672.000000 Penalty: 6227.465332
	Iteration 204Q: 3 clusters Score -3.280267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187532 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -32802672.000000 Penalty: 6227.465332
	Iteration 205Q: 3 clusters Score -3.280267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187531 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -32802672.000000 Penalty: 6227.465332
	Iteration 206Q: 3 clusters Score -3.280267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187531 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -32802672.000000 Penalty: 6227.465332
	Iteration 207F: 3 clusters Score -3.280267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (197388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197388 members 
Entering Unmasked Estep 
Score: -23028218.000000 Penalty: 3023.845703
	Iteration 0F: 2 clusters Score -2.302822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 98695 members 
Entering Unmasked Estep 
Score: -22903592.000000 Penalty: 6047.691406
	Iteration 0F: 3 clusters Score -2.290359e+07 nChanged 94622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 98173 members 
Entering Unmasked Estep 
Score: -22958994.000000 Penalty: 6047.691406
	Iteration 1F: 3 clusters Score -2.295899e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -22959942.000000 Penalty: 6047.691406
	Iteration 2Q: 3 clusters Score -2.295994e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 98161 members 
Entering Unmasked Estep 
Score: -22961100.000000 Penalty: 6047.691406
	Iteration 3Q: 3 clusters Score -2.29611e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99175 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
Score: -22962154.000000 Penalty: 6047.691406
	Iteration 4Q: 3 clusters Score -2.296215e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98888 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -22963278.000000 Penalty: 6047.691406
	Iteration 5Q: 3 clusters Score -2.296328e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 99152 members 
Entering Unmasked Estep 
Score: -22964794.000000 Penalty: 6047.691406
	Iteration 6Q: 3 clusters Score -2.296479e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 100276 members 
Entering Unmasked Estep 
Score: -22966334.000000 Penalty: 6047.691406
	Iteration 7Q: 3 clusters Score -2.296633e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95475 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -22968522.000000 Penalty: 6047.691406
	Iteration 8Q: 3 clusters Score -2.296852e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 104422 members 
Entering Unmasked Estep 
Score: -22971454.000000 Penalty: 6047.691406
	Iteration 9Q: 3 clusters Score -2.297145e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89632 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -22976056.000000 Penalty: 6047.691406
	Iteration 10Q: 3 clusters Score -2.297606e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85592 members 
Mstep: Class 2 contains 111796 members 
Entering Unmasked Estep 
Score: -22982174.000000 Penalty: 6047.691406
	Iteration 11F: 3 clusters Score -2.298217e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 115943 members 
Entering Unmasked Estep 
Score: -22989460.000000 Penalty: 6047.691406
	Iteration 12F: 3 clusters Score -2.298946e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 119574 members 
Entering Unmasked Estep 
Score: -22995904.000000 Penalty: 6047.691406
	Iteration 13F: 3 clusters Score -2.29959e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 122534 members 
Entering Unmasked Estep 
Score: -22999612.000000 Penalty: 6047.691406
	Iteration 14Q: 3 clusters Score -2.299961e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 125269 members 
Entering Unmasked Estep 
Score: -23001228.000000 Penalty: 6047.691406
	Iteration 15Q: 3 clusters Score -2.300123e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 128097 members 
Entering Unmasked Estep 
Score: -23002130.000000 Penalty: 6047.691406
	Iteration 16Q: 3 clusters Score -2.300213e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 131015 members 
Entering Unmasked Estep 
Score: -23002818.000000 Penalty: 6047.691406
	Iteration 17Q: 3 clusters Score -2.300282e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 134054 members 
Entering Unmasked Estep 
Score: -23003808.000000 Penalty: 6047.691406
	Iteration 18Q: 3 clusters Score -2.300381e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 137129 members 
Entering Unmasked Estep 
Score: -23004644.000000 Penalty: 6047.691406
	Iteration 19Q: 3 clusters Score -2.300464e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 140368 members 
Entering Unmasked Estep 
Score: -23005556.000000 Penalty: 6047.691406
	Iteration 20F: 3 clusters Score -2.300556e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 143734 members 
Entering Unmasked Estep 
Score: -23006398.000000 Penalty: 6047.691406
	Iteration 21Q: 3 clusters Score -2.30064e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 147345 members 
Entering Unmasked Estep 
Score: -23007452.000000 Penalty: 6047.691406
	Iteration 22Q: 3 clusters Score -2.300745e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 151088 members 
Entering Unmasked Estep 
Score: -23008378.000000 Penalty: 6047.691406
	Iteration 23Q: 3 clusters Score -2.300838e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 155047 members 
Entering Unmasked Estep 
Score: -23009576.000000 Penalty: 6047.691406
	Iteration 24Q: 3 clusters Score -2.300958e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -23010948.000000 Penalty: 6047.691406
	Iteration 25Q: 3 clusters Score -2.301095e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -23012264.000000 Penalty: 6047.691406
	Iteration 26Q: 3 clusters Score -2.301226e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 167472 members 
Entering Unmasked Estep 
Score: -23013648.000000 Penalty: 6047.691406
	Iteration 27Q: 3 clusters Score -2.301365e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 171484 members 
Entering Unmasked Estep 
Score: -23015116.000000 Penalty: 6047.691406
	Iteration 28Q: 3 clusters Score -2.301512e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 175319 members 
Entering Unmasked Estep 
Score: -23016526.000000 Penalty: 6047.691406
	Iteration 29Q: 3 clusters Score -2.301653e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 178942 members 
Entering Unmasked Estep 
Score: -23018142.000000 Penalty: 6047.691406
	Iteration 30Q: 3 clusters Score -2.301814e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 182230 members 
Entering Unmasked Estep 
Score: -23019464.000000 Penalty: 6047.691406
	Iteration 31Q: 3 clusters Score -2.301946e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 185191 members 
Entering Unmasked Estep 
Score: -23020564.000000 Penalty: 6047.691406
	Iteration 32Q: 3 clusters Score -2.302056e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 187773 members 
Entering Unmasked Estep 
Score: -23021928.000000 Penalty: 6047.691406
	Iteration 33Q: 3 clusters Score -2.302193e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 189981 members 
Entering Unmasked Estep 
Score: -23022924.000000 Penalty: 6047.691406
	Iteration 34Q: 3 clusters Score -2.302292e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 191731 members 
Entering Unmasked Estep 
Score: -23023944.000000 Penalty: 6047.691406
	Iteration 35Q: 3 clusters Score -2.302394e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 193105 members 
Entering Unmasked Estep 
Score: -23024560.000000 Penalty: 6047.691406
	Iteration 36Q: 3 clusters Score -2.302456e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 194127 members 
Entering Unmasked Estep 
Score: -23025026.000000 Penalty: 6047.691406
	Iteration 37Q: 3 clusters Score -2.302503e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 194830 members 
Entering Unmasked Estep 
Score: -23025322.000000 Penalty: 6047.691406
	Iteration 38Q: 3 clusters Score -2.302532e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 195310 members 
Entering Unmasked Estep 
Score: -23025580.000000 Penalty: 6047.691406
	Iteration 39Q: 3 clusters Score -2.302558e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 195636 members 
Entering Unmasked Estep 
Score: -23025676.000000 Penalty: 6047.691406
	Iteration 40F: 3 clusters Score -2.302568e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 195870 members 
Entering Unmasked Estep 
Score: -23025736.000000 Penalty: 6047.691406
	Iteration 41Q: 3 clusters Score -2.302574e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 196022 members 
Entering Unmasked Estep 
Score: -23025872.000000 Penalty: 6047.691406
	Iteration 42Q: 3 clusters Score -2.302587e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 196128 members 
Entering Unmasked Estep 
Score: -23025852.000000 Penalty: 6047.691406
	Iteration 43Q: 3 clusters Score -2.302585e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 196210 members 
Entering Unmasked Estep 
Score: -23025950.000000 Penalty: 6047.691406
	Iteration 44Q: 3 clusters Score -2.302595e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 196270 members 
Entering Unmasked Estep 
Score: -23025954.000000 Penalty: 6047.691406
	Iteration 45Q: 3 clusters Score -2.302595e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 196315 members 
Entering Unmasked Estep 
Score: -23025986.000000 Penalty: 6047.691406
	Iteration 46Q: 3 clusters Score -2.302599e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 196338 members 
Entering Unmasked Estep 
Score: -23026014.000000 Penalty: 6047.691406
	Iteration 47Q: 3 clusters Score -2.302601e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 196359 members 
Entering Unmasked Estep 
Score: -23026012.000000 Penalty: 6047.691406
	Iteration 48Q: 3 clusters Score -2.302601e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 196380 members 
Entering Unmasked Estep 
Score: -23026036.000000 Penalty: 6047.691406
	Iteration 49Q: 3 clusters Score -2.302604e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 196406 members 
Entering Unmasked Estep 
Score: -23026058.000000 Penalty: 6047.691406
	Iteration 50Q: 3 clusters Score -2.302606e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 196409 members 
Entering Unmasked Estep 
Score: -23026058.000000 Penalty: 6047.691406
	Iteration 51Q: 3 clusters Score -2.302606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 196414 members 
Entering Unmasked Estep 
Score: -23026060.000000 Penalty: 6047.691406
	Iteration 52Q: 3 clusters Score -2.302606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 196420 members 
Entering Unmasked Estep 
Score: -23026076.000000 Penalty: 6047.691406
	Iteration 53Q: 3 clusters Score -2.302608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 196435 members 
Entering Unmasked Estep 
Score: -23026074.000000 Penalty: 6047.691406
	Iteration 54Q: 3 clusters Score -2.302607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 196439 members 
Entering Unmasked Estep 
Score: -23026098.000000 Penalty: 6047.691406
	Iteration 55Q: 3 clusters Score -2.30261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 196444 members 
Entering Unmasked Estep 
Score: -23026108.000000 Penalty: 6047.691406
	Iteration 56Q: 3 clusters Score -2.302611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 196453 members 
Entering Unmasked Estep 
Score: -23026112.000000 Penalty: 6047.691406
	Iteration 57Q: 3 clusters Score -2.302611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 196460 members 
Entering Unmasked Estep 
Score: -23026114.000000 Penalty: 6047.691406
	Iteration 58Q: 3 clusters Score -2.302611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 196468 members 
Entering Unmasked Estep 
Score: -23026124.000000 Penalty: 6047.691406
	Iteration 59Q: 3 clusters Score -2.302612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 196473 members 
Entering Unmasked Estep 
Score: -23026138.000000 Penalty: 6047.691406
	Iteration 60F: 3 clusters Score -2.302614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 196477 members 
Entering Unmasked Estep 
Score: -23026154.000000 Penalty: 6047.691406
	Iteration 61Q: 3 clusters Score -2.302615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 196480 members 
Entering Unmasked Estep 
Score: -23026154.000000 Penalty: 6047.691406
	Iteration 62Q: 3 clusters Score -2.302615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 196480 members 
Entering Unmasked Estep 
Score: -23026154.000000 Penalty: 6047.691406
	Iteration 63Q: 3 clusters Score -2.302615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 196481 members 
Entering Unmasked Estep 
Score: -23026154.000000 Penalty: 6047.691406
	Iteration 64Q: 3 clusters Score -2.302615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 196486 members 
Entering Unmasked Estep 
Score: -23026164.000000 Penalty: 6047.691406
	Iteration 65Q: 3 clusters Score -2.302616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 196491 members 
Entering Unmasked Estep 
Score: -23026170.000000 Penalty: 6047.691406
	Iteration 66Q: 3 clusters Score -2.302617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 196493 members 
Entering Unmasked Estep 
Score: -23026162.000000 Penalty: 6047.691406
	Iteration 67Q: 3 clusters Score -2.302616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 196496 members 
Entering Unmasked Estep 
Score: -23026188.000000 Penalty: 6047.691406
	Iteration 68Q: 3 clusters Score -2.302619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 196502 members 
Entering Unmasked Estep 
Score: -23026170.000000 Penalty: 6047.691406
	Iteration 69Q: 3 clusters Score -2.302617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 196505 members 
Entering Unmasked Estep 
Score: -23026186.000000 Penalty: 6047.691406
	Iteration 70Q: 3 clusters Score -2.302619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 196508 members 
Entering Unmasked Estep 
Score: -23026182.000000 Penalty: 6047.691406
	Iteration 71Q: 3 clusters Score -2.302618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 196509 members 
Entering Unmasked Estep 
Score: -23026190.000000 Penalty: 6047.691406
	Iteration 72Q: 3 clusters Score -2.302619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 196511 members 
Entering Unmasked Estep 
Score: -23026198.000000 Penalty: 6047.691406
	Iteration 73Q: 3 clusters Score -2.30262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 196512 members 
Entering Unmasked Estep 
Score: -23026192.000000 Penalty: 6047.691406
	Iteration 74Q: 3 clusters Score -2.302619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 196514 members 
Entering Unmasked Estep 
Score: -23026186.000000 Penalty: 6047.691406
	Iteration 75Q: 3 clusters Score -2.302619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 196513 members 
Entering Unmasked Estep 
Score: -23026198.000000 Penalty: 6047.691406
	Iteration 76Q: 3 clusters Score -2.30262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 196512 members 
Entering Unmasked Estep 
Score: -23026190.000000 Penalty: 6047.691406
	Iteration 77Q: 3 clusters Score -2.302619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 196512 members 
Entering Unmasked Estep 
Score: -23026190.000000 Penalty: 6047.691406
	Iteration 78F: 3 clusters Score -2.302619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Entering Unmasked Estep 
Score: -1757473.875000 Penalty: 2382.677734
	Iteration 0F: 2 clusters Score -1757474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1746708.375000 Penalty: 4765.355469
	Iteration 0F: 3 clusters Score -1746708 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1749957.250000 Penalty: 4765.355469
	Iteration 1F: 3 clusters Score -1749957 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1750290.250000 Penalty: 4765.355469
	Iteration 2F: 3 clusters Score -1750290 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1750537.000000 Penalty: 4765.355469
	Iteration 3Q: 3 clusters Score -1750537 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1750719.375000 Penalty: 4765.355469
	Iteration 4Q: 3 clusters Score -1750719 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1750858.875000 Penalty: 4765.355469
	Iteration 5Q: 3 clusters Score -1750859 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1750988.000000 Penalty: 4765.355469
	Iteration 6Q: 3 clusters Score -1750988 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1751098.750000 Penalty: 4765.355469
	Iteration 7Q: 3 clusters Score -1751099 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1751231.000000 Penalty: 4765.355469
	Iteration 8Q: 3 clusters Score -1751231 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1751381.875000 Penalty: 4765.355469
	Iteration 9Q: 3 clusters Score -1751382 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1751565.125000 Penalty: 4765.355469
	Iteration 10Q: 3 clusters Score -1751565 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1751787.750000 Penalty: 4765.355469
	Iteration 11Q: 3 clusters Score -1751788 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1752124.375000 Penalty: 4765.355469
	Iteration 12Q: 3 clusters Score -1752124 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1752577.375000 Penalty: 4765.355469
	Iteration 13Q: 3 clusters Score -1752577 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1753144.875000 Penalty: 4765.355469
	Iteration 14F: 3 clusters Score -1753145 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1753810.875000 Penalty: 4765.355469
	Iteration 15Q: 3 clusters Score -1753811 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1754409.250000 Penalty: 4765.355469
	Iteration 16Q: 3 clusters Score -1754409 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1754798.625000 Penalty: 4765.355469
	Iteration 17Q: 3 clusters Score -1754799 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1755045.000000 Penalty: 4765.355469
	Iteration 18Q: 3 clusters Score -1755045 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1755157.250000 Penalty: 4765.355469
	Iteration 19Q: 3 clusters Score -1755157 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1755221.125000 Penalty: 4765.355469
	Iteration 20F: 3 clusters Score -1755221 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1755257.375000 Penalty: 4765.355469
	Iteration 21Q: 3 clusters Score -1755257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1755281.875000 Penalty: 4765.355469
	Iteration 22Q: 3 clusters Score -1755282 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1755303.750000 Penalty: 4765.355469
	Iteration 23Q: 3 clusters Score -1755304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1755318.000000 Penalty: 4765.355469
	Iteration 24Q: 3 clusters Score -1755318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1755333.250000 Penalty: 4765.355469
	Iteration 25Q: 3 clusters Score -1755333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1755346.375000 Penalty: 4765.355469
	Iteration 26Q: 3 clusters Score -1755346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1755362.000000 Penalty: 4765.355469
	Iteration 27Q: 3 clusters Score -1755362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1755371.125000 Penalty: 4765.355469
	Iteration 28Q: 3 clusters Score -1755371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1755384.500000 Penalty: 4765.355469
	Iteration 29Q: 3 clusters Score -1755384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1755391.500000 Penalty: 4765.355469
	Iteration 30Q: 3 clusters Score -1755392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1755408.125000 Penalty: 4765.355469
	Iteration 31Q: 3 clusters Score -1755408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1755418.125000 Penalty: 4765.355469
	Iteration 32Q: 3 clusters Score -1755418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1755425.125000 Penalty: 4765.355469
	Iteration 33Q: 3 clusters Score -1755425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1755432.500000 Penalty: 4765.355469
	Iteration 34Q: 3 clusters Score -1755432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1755434.750000 Penalty: 4765.355469
	Iteration 35Q: 3 clusters Score -1755435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1755437.000000 Penalty: 4765.355469
	Iteration 36Q: 3 clusters Score -1755437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1755438.750000 Penalty: 4765.355469
	Iteration 37Q: 3 clusters Score -1755439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1755447.750000 Penalty: 4765.355469
	Iteration 38Q: 3 clusters Score -1755448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1755452.500000 Penalty: 4765.355469
	Iteration 39Q: 3 clusters Score -1755452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1755455.250000 Penalty: 4765.355469
	Iteration 40F: 3 clusters Score -1755455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1755458.625000 Penalty: 4765.355469
	Iteration 41Q: 3 clusters Score -1755459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1755460.500000 Penalty: 4765.355469
	Iteration 42Q: 3 clusters Score -1755460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1755466.750000 Penalty: 4765.355469
	Iteration 43Q: 3 clusters Score -1755467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1755466.500000 Penalty: 4765.355469
	Iteration 44Q: 3 clusters Score -1755466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1755468.875000 Penalty: 4765.355469
	Iteration 45Q: 3 clusters Score -1755469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1755469.000000 Penalty: 4765.355469
	Iteration 46Q: 3 clusters Score -1755469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1755473.125000 Penalty: 4765.355469
	Iteration 47Q: 3 clusters Score -1755473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1755473.125000 Penalty: 4765.355469
	Iteration 48Q: 3 clusters Score -1755473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1755477.000000 Penalty: 4765.355469
	Iteration 49Q: 3 clusters Score -1755477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1755477.500000 Penalty: 4765.355469
	Iteration 50Q: 3 clusters Score -1755478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1755476.125000 Penalty: 4765.355469
	Iteration 51Q: 3 clusters Score -1755476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1755476.125000 Penalty: 4765.355469
	Iteration 52F: 3 clusters Score -1755476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Entering Unmasked Estep 
Score: -3354556.250000 Penalty: 2547.861816
	Iteration 0F: 2 clusters Score -3354556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3334728.250000 Penalty: 5095.723633
	Iteration 0F: 3 clusters Score -3334728 nChanged 13074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3341715.000000 Penalty: 5095.723633
	Iteration 1F: 3 clusters Score -3341715 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3342224.000000 Penalty: 5095.723633
	Iteration 2Q: 3 clusters Score -3342224 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3342716.750000 Penalty: 5095.723633
	Iteration 3Q: 3 clusters Score -3342717 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3343325.000000 Penalty: 5095.723633
	Iteration 4Q: 3 clusters Score -3343325 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3344138.750000 Penalty: 5095.723633
	Iteration 5F: 3 clusters Score -3344139 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3345306.500000 Penalty: 5095.723633
	Iteration 6F: 3 clusters Score -3345306 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3347066.500000 Penalty: 5095.723633
	Iteration 7F: 3 clusters Score -3347066 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3349308.500000 Penalty: 5095.723633
	Iteration 8F: 3 clusters Score -3349308 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3351340.000000 Penalty: 5095.723633
	Iteration 9F: 3 clusters Score -3351340 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3352501.000000 Penalty: 5095.723633
	Iteration 10Q: 3 clusters Score -3352501 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3352925.500000 Penalty: 5095.723633
	Iteration 11Q: 3 clusters Score -3352926 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3353099.250000 Penalty: 5095.723633
	Iteration 12Q: 3 clusters Score -3353099 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3353165.750000 Penalty: 5095.723633
	Iteration 13Q: 3 clusters Score -3353166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3353177.250000 Penalty: 5095.723633
	Iteration 14Q: 3 clusters Score -3353177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3353192.250000 Penalty: 5095.723633
	Iteration 15Q: 3 clusters Score -3353192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3353205.750000 Penalty: 5095.723633
	Iteration 16Q: 3 clusters Score -3353206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3353217.000000 Penalty: 5095.723633
	Iteration 17Q: 3 clusters Score -3353217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3353221.500000 Penalty: 5095.723633
	Iteration 18Q: 3 clusters Score -3353222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3353223.500000 Penalty: 5095.723633
	Iteration 19Q: 3 clusters Score -3353224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3353222.250000 Penalty: 5095.723633
	Iteration 20F: 3 clusters Score -3353222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3353222.750000 Penalty: 5095.723633
	Iteration 21Q: 3 clusters Score -3353223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3353222.750000 Penalty: 5095.723633
	Iteration 22F: 3 clusters Score -3353223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Entering Unmasked Estep 
Score: -2824904.000000 Penalty: 2502.620361
	Iteration 0F: 2 clusters Score -2824904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2808251.250000 Penalty: 5005.240723
	Iteration 0F: 3 clusters Score -2808251 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2814057.250000 Penalty: 5005.240723
	Iteration 1F: 3 clusters Score -2814057 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2814547.000000 Penalty: 5005.240723
	Iteration 2F: 3 clusters Score -2814547 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2815187.250000 Penalty: 5005.240723
	Iteration 3Q: 3 clusters Score -2815187 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2815993.250000 Penalty: 5005.240723
	Iteration 4F: 3 clusters Score -2815993 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2816879.500000 Penalty: 5005.240723
	Iteration 5F: 3 clusters Score -2816880 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2817853.250000 Penalty: 5005.240723
	Iteration 6F: 3 clusters Score -2817853 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2818851.750000 Penalty: 5005.240723
	Iteration 7F: 3 clusters Score -2818852 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2819674.750000 Penalty: 5005.240723
	Iteration 8F: 3 clusters Score -2819675 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2820322.500000 Penalty: 5005.240723
	Iteration 9Q: 3 clusters Score -2820322 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2820779.500000 Penalty: 5005.240723
	Iteration 10Q: 3 clusters Score -2820780 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2821037.250000 Penalty: 5005.240723
	Iteration 11Q: 3 clusters Score -2821037 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2821171.250000 Penalty: 5005.240723
	Iteration 12Q: 3 clusters Score -2821171 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2821260.750000 Penalty: 5005.240723
	Iteration 13Q: 3 clusters Score -2821261 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2821312.250000 Penalty: 5005.240723
	Iteration 14Q: 3 clusters Score -2821312 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2821356.000000 Penalty: 5005.240723
	Iteration 15Q: 3 clusters Score -2821356 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2821413.750000 Penalty: 5005.240723
	Iteration 16Q: 3 clusters Score -2821414 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2821455.750000 Penalty: 5005.240723
	Iteration 17Q: 3 clusters Score -2821456 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2821492.000000 Penalty: 5005.240723
	Iteration 18Q: 3 clusters Score -2821492 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2821537.750000 Penalty: 5005.240723
	Iteration 19Q: 3 clusters Score -2821538 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2821578.250000 Penalty: 5005.240723
	Iteration 20F: 3 clusters Score -2821578 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2821629.500000 Penalty: 5005.240723
	Iteration 21Q: 3 clusters Score -2821630 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2821689.750000 Penalty: 5005.240723
	Iteration 22Q: 3 clusters Score -2821690 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2821772.750000 Penalty: 5005.240723
	Iteration 23Q: 3 clusters Score -2821773 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2821841.750000 Penalty: 5005.240723
	Iteration 24Q: 3 clusters Score -2821842 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2821914.750000 Penalty: 5005.240723
	Iteration 25Q: 3 clusters Score -2821915 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2821997.500000 Penalty: 5005.240723
	Iteration 26Q: 3 clusters Score -2821998 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2822098.750000 Penalty: 5005.240723
	Iteration 27Q: 3 clusters Score -2822099 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2822165.750000 Penalty: 5005.240723
	Iteration 28Q: 3 clusters Score -2822166 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2822247.500000 Penalty: 5005.240723
	Iteration 29Q: 3 clusters Score -2822248 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2822312.000000 Penalty: 5005.240723
	Iteration 30Q: 3 clusters Score -2822312 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2822372.750000 Penalty: 5005.240723
	Iteration 31Q: 3 clusters Score -2822373 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2822442.250000 Penalty: 5005.240723
	Iteration 32Q: 3 clusters Score -2822442 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2822509.500000 Penalty: 5005.240723
	Iteration 33Q: 3 clusters Score -2822510 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2822554.500000 Penalty: 5005.240723
	Iteration 34Q: 3 clusters Score -2822554 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2822616.000000 Penalty: 5005.240723
	Iteration 35Q: 3 clusters Score -2822616 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2822656.250000 Penalty: 5005.240723
	Iteration 36Q: 3 clusters Score -2822656 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2822699.500000 Penalty: 5005.240723
	Iteration 37Q: 3 clusters Score -2822700 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2822739.500000 Penalty: 5005.240723
	Iteration 38Q: 3 clusters Score -2822740 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2822789.000000 Penalty: 5005.240723
	Iteration 39Q: 3 clusters Score -2822789 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2822833.750000 Penalty: 5005.240723
	Iteration 40F: 3 clusters Score -2822834 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2822887.750000 Penalty: 5005.240723
	Iteration 41Q: 3 clusters Score -2822888 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2822933.000000 Penalty: 5005.240723
	Iteration 42Q: 3 clusters Score -2822933 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2822958.500000 Penalty: 5005.240723
	Iteration 43Q: 3 clusters Score -2822958 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2823021.500000 Penalty: 5005.240723
	Iteration 44Q: 3 clusters Score -2823022 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2823079.250000 Penalty: 5005.240723
	Iteration 45Q: 3 clusters Score -2823079 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2823099.250000 Penalty: 5005.240723
	Iteration 46Q: 3 clusters Score -2823099 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2823146.750000 Penalty: 5005.240723
	Iteration 47Q: 3 clusters Score -2823147 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2823183.000000 Penalty: 5005.240723
	Iteration 48Q: 3 clusters Score -2823183 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2823208.750000 Penalty: 5005.240723
	Iteration 49Q: 3 clusters Score -2823209 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2823242.500000 Penalty: 5005.240723
	Iteration 50Q: 3 clusters Score -2823242 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2823267.750000 Penalty: 5005.240723
	Iteration 51Q: 3 clusters Score -2823268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2823294.500000 Penalty: 5005.240723
	Iteration 52Q: 3 clusters Score -2823294 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2823332.000000 Penalty: 5005.240723
	Iteration 53Q: 3 clusters Score -2823332 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2823356.000000 Penalty: 5005.240723
	Iteration 54Q: 3 clusters Score -2823356 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2823383.500000 Penalty: 5005.240723
	Iteration 55Q: 3 clusters Score -2823384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2823407.500000 Penalty: 5005.240723
	Iteration 56Q: 3 clusters Score -2823408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2823423.250000 Penalty: 5005.240723
	Iteration 57Q: 3 clusters Score -2823423 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2823437.250000 Penalty: 5005.240723
	Iteration 58Q: 3 clusters Score -2823437 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2823457.250000 Penalty: 5005.240723
	Iteration 59Q: 3 clusters Score -2823457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2823467.500000 Penalty: 5005.240723
	Iteration 60F: 3 clusters Score -2823468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2823475.000000 Penalty: 5005.240723
	Iteration 61Q: 3 clusters Score -2823475 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2823485.750000 Penalty: 5005.240723
	Iteration 62Q: 3 clusters Score -2823486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2823490.000000 Penalty: 5005.240723
	Iteration 63Q: 3 clusters Score -2823490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2823499.500000 Penalty: 5005.240723
	Iteration 64Q: 3 clusters Score -2823500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2823518.750000 Penalty: 5005.240723
	Iteration 65Q: 3 clusters Score -2823519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2823524.000000 Penalty: 5005.240723
	Iteration 66Q: 3 clusters Score -2823524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2823525.250000 Penalty: 5005.240723
	Iteration 67Q: 3 clusters Score -2823525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2823532.000000 Penalty: 5005.240723
	Iteration 68Q: 3 clusters Score -2823532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2823524.000000 Penalty: 5005.240723
	Iteration 69Q: 3 clusters Score -2823524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2823525.250000 Penalty: 5005.240723
	Iteration 70Q: 3 clusters Score -2823525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2823529.000000 Penalty: 5005.240723
	Iteration 71Q: 3 clusters Score -2823529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2823534.000000 Penalty: 5005.240723
	Iteration 72Q: 3 clusters Score -2823534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2823535.250000 Penalty: 5005.240723
	Iteration 73Q: 3 clusters Score -2823535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2823545.250000 Penalty: 5005.240723
	Iteration 74Q: 3 clusters Score -2823545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2823546.000000 Penalty: 5005.240723
	Iteration 75Q: 3 clusters Score -2823546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2823543.250000 Penalty: 5005.240723
	Iteration 76Q: 3 clusters Score -2823543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2823540.000000 Penalty: 5005.240723
	Iteration 77Q: 3 clusters Score -2823540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2823538.000000 Penalty: 5005.240723
	Iteration 78Q: 3 clusters Score -2823538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2823543.000000 Penalty: 5005.240723
	Iteration 79Q: 3 clusters Score -2823543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2823543.750000 Penalty: 5005.240723
	Iteration 80F: 3 clusters Score -2823544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2823541.250000 Penalty: 5005.240723
	Iteration 81Q: 3 clusters Score -2823541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2823542.250000 Penalty: 5005.240723
	Iteration 82Q: 3 clusters Score -2823542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2823543.000000 Penalty: 5005.240723
	Iteration 83Q: 3 clusters Score -2823543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2823544.750000 Penalty: 5005.240723
	Iteration 84Q: 3 clusters Score -2823545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2823543.000000 Penalty: 5005.240723
	Iteration 85Q: 3 clusters Score -2823543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2823547.750000 Penalty: 5005.240723
	Iteration 86Q: 3 clusters Score -2823548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2823547.250000 Penalty: 5005.240723
	Iteration 87Q: 3 clusters Score -2823547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2823548.750000 Penalty: 5005.240723
	Iteration 88Q: 3 clusters Score -2823549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2823549.750000 Penalty: 5005.240723
	Iteration 89Q: 3 clusters Score -2823550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2823548.250000 Penalty: 5005.240723
	Iteration 90Q: 3 clusters Score -2823548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2823548.250000 Penalty: 5005.240723
	Iteration 91F: 3 clusters Score -2823548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25458 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 14371 members 
Mstep: Class 6 contains 44794 members 
Mstep: Class 7 contains 283615 members 
Mstep: Class 8 contains 197388 members 
Mstep: Class 12 contains 14877 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 19 contains 24130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637352.000000 Penalty: 36522.324219
Iteration 239Q: 12 clusters Score -7.463735e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25440 members 
Mstep: Class 4 contains 7609 members 
Mstep: Class 5 contains 14368 members 
Mstep: Class 6 contains 44794 members 
Mstep: Class 7 contains 283593 members 
Mstep: Class 8 contains 197406 members 
Mstep: Class 12 contains 14870 members 
Mstep: Class 15 contains 28958 members 
Mstep: Class 19 contains 24134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637352.000000 Penalty: 36522.324219
Iteration 240F: 12 clusters Score -7.463735e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25427 members 
Mstep: Class 4 contains 7606 members 
Mstep: Class 5 contains 14366 members 
Mstep: Class 6 contains 44790 members 
Mstep: Class 7 contains 283575 members 
Mstep: Class 8 contains 197424 members 
Mstep: Class 12 contains 14861 members 
Mstep: Class 15 contains 28956 members 
Mstep: Class 19 contains 24134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637328.000000 Penalty: 36522.324219
Iteration 241Q: 12 clusters Score -7.463733e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25418 members 
Mstep: Class 4 contains 7606 members 
Mstep: Class 5 contains 14367 members 
Mstep: Class 6 contains 44785 members 
Mstep: Class 7 contains 283554 members 
Mstep: Class 8 contains 197428 members 
Mstep: Class 12 contains 14852 members 
Mstep: Class 15 contains 28956 members 
Mstep: Class 19 contains 24138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637360.000000 Penalty: 36522.324219
Iteration 242Q: 12 clusters Score -7.463736e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25403 members 
Mstep: Class 4 contains 7608 members 
Mstep: Class 5 contains 14365 members 
Mstep: Class 6 contains 44780 members 
Mstep: Class 7 contains 283538 members 
Mstep: Class 8 contains 197438 members 
Mstep: Class 12 contains 14838 members 
Mstep: Class 15 contains 28956 members 
Mstep: Class 19 contains 24136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637320.000000 Penalty: 36522.324219
Iteration 243Q: 12 clusters Score -7.463732e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25391 members 
Mstep: Class 4 contains 7608 members 
Mstep: Class 5 contains 14362 members 
Mstep: Class 6 contains 44777 members 
Mstep: Class 7 contains 283529 members 
Mstep: Class 8 contains 197442 members 
Mstep: Class 12 contains 14832 members 
Mstep: Class 15 contains 28954 members 
Mstep: Class 19 contains 24131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637352.000000 Penalty: 36522.324219
Iteration 244Q: 12 clusters Score -7.463735e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25381 members 
Mstep: Class 4 contains 7606 members 
Mstep: Class 5 contains 14359 members 
Mstep: Class 6 contains 44771 members 
Mstep: Class 7 contains 283496 members 
Mstep: Class 8 contains 197467 members 
Mstep: Class 12 contains 14824 members 
Mstep: Class 15 contains 28954 members 
Mstep: Class 19 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637304.000000 Penalty: 36522.324219
Iteration 245Q: 12 clusters Score -7.46373e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25370 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 14358 members 
Mstep: Class 6 contains 44769 members 
Mstep: Class 7 contains 283468 members 
Mstep: Class 8 contains 197470 members 
Mstep: Class 12 contains 14817 members 
Mstep: Class 15 contains 28953 members 
Mstep: Class 19 contains 24130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637280.000000 Penalty: 36522.324219
Iteration 246Q: 12 clusters Score -7.463728e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25361 members 
Mstep: Class 4 contains 7604 members 
Mstep: Class 5 contains 14356 members 
Mstep: Class 6 contains 44771 members 
Mstep: Class 7 contains 283442 members 
Mstep: Class 8 contains 197458 members 
Mstep: Class 12 contains 14812 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 19 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637240.000000 Penalty: 36522.324219
Iteration 247Q: 12 clusters Score -7.463724e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25356 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 14354 members 
Mstep: Class 6 contains 44774 members 
Mstep: Class 7 contains 283423 members 
Mstep: Class 8 contains 197432 members 
Mstep: Class 12 contains 14804 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 19 contains 24123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637336.000000 Penalty: 36522.324219
Iteration 248Q: 12 clusters Score -7.463734e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25349 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 14348 members 
Mstep: Class 6 contains 44771 members 
Mstep: Class 7 contains 283406 members 
Mstep: Class 8 contains 197404 members 
Mstep: Class 12 contains 14795 members 
Mstep: Class 15 contains 28953 members 
Mstep: Class 19 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637424.000000 Penalty: 36522.324219
Iteration 249Q: 12 clusters Score -7.463742e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25345 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 14346 members 
Mstep: Class 6 contains 44769 members 
Mstep: Class 7 contains 283391 members 
Mstep: Class 8 contains 197372 members 
Mstep: Class 12 contains 14787 members 
Mstep: Class 15 contains 28953 members 
Mstep: Class 19 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637464.000000 Penalty: 36522.324219
Iteration 250Q: 12 clusters Score -7.463746e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25340 members 
Mstep: Class 4 contains 7595 members 
Mstep: Class 5 contains 14345 members 
Mstep: Class 6 contains 44766 members 
Mstep: Class 7 contains 283381 members 
Mstep: Class 8 contains 197338 members 
Mstep: Class 12 contains 14785 members 
Mstep: Class 15 contains 28953 members 
Mstep: Class 19 contains 24122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637488.000000 Penalty: 36522.324219
Iteration 251Q: 12 clusters Score -7.463749e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25335 members 
Mstep: Class 4 contains 7594 members 
Mstep: Class 5 contains 14342 members 
Mstep: Class 6 contains 44761 members 
Mstep: Class 7 contains 283362 members 
Mstep: Class 8 contains 197309 members 
Mstep: Class 12 contains 14781 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 19 contains 24123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637656.000000 Penalty: 36522.324219
Iteration 252Q: 12 clusters Score -7.463766e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25323 members 
Mstep: Class 4 contains 7590 members 
Mstep: Class 5 contains 14336 members 
Mstep: Class 6 contains 44762 members 
Mstep: Class 7 contains 283336 members 
Mstep: Class 8 contains 197303 members 
Mstep: Class 12 contains 14777 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 19 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637624.000000 Penalty: 36522.324219
Iteration 253Q: 12 clusters Score -7.463762e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 25315 members 
Mstep: Class 4 contains 7587 members 
Mstep: Class 5 contains 14333 members 
Mstep: Class 6 contains 44755 members 
Mstep: Class 7 contains 283306 members 
Mstep: Class 8 contains 197289 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 19 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637592.000000 Penalty: 36522.324219
Iteration 254Q: 12 clusters Score -7.463759e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 25304 members 
Mstep: Class 4 contains 7586 members 
Mstep: Class 5 contains 14331 members 
Mstep: Class 6 contains 44749 members 
Mstep: Class 7 contains 283288 members 
Mstep: Class 8 contains 197268 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 19 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637552.000000 Penalty: 36522.324219
Iteration 255Q: 12 clusters Score -7.463755e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 25297 members 
Mstep: Class 4 contains 7586 members 
Mstep: Class 5 contains 14327 members 
Mstep: Class 6 contains 44748 members 
Mstep: Class 7 contains 283264 members 
Mstep: Class 8 contains 197235 members 
Mstep: Class 12 contains 14776 members 
Mstep: Class 15 contains 28953 members 
Mstep: Class 19 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637496.000000 Penalty: 36522.324219
Iteration 256Q: 12 clusters Score -7.46375e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 25290 members 
Mstep: Class 4 contains 7585 members 
Mstep: Class 5 contains 14325 members 
Mstep: Class 6 contains 44746 members 
Mstep: Class 7 contains 283233 members 
Mstep: Class 8 contains 197207 members 
Mstep: Class 12 contains 14775 members 
Mstep: Class 15 contains 28953 members 
Mstep: Class 19 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637384.000000 Penalty: 36522.324219
Iteration 257Q: 12 clusters Score -7.463738e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 25283 members 
Mstep: Class 4 contains 7585 members 
Mstep: Class 5 contains 14326 members 
Mstep: Class 6 contains 44747 members 
Mstep: Class 7 contains 283181 members 
Mstep: Class 8 contains 197202 members 
Mstep: Class 12 contains 14773 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 19 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637472.000000 Penalty: 36522.324219
Iteration 258Q: 12 clusters Score -7.463747e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 25279 members 
Mstep: Class 4 contains 7584 members 
Mstep: Class 5 contains 14326 members 
Mstep: Class 6 contains 44748 members 
Mstep: Class 7 contains 283132 members 
Mstep: Class 8 contains 197189 members 
Mstep: Class 12 contains 14774 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 19 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637504.000000 Penalty: 36522.324219
Iteration 259Q: 12 clusters Score -7.46375e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 25268 members 
Mstep: Class 4 contains 7586 members 
Mstep: Class 5 contains 14324 members 
Mstep: Class 6 contains 44752 members 
Mstep: Class 7 contains 283059 members 
Mstep: Class 8 contains 197196 members 
Mstep: Class 12 contains 14772 members 
Mstep: Class 15 contains 28950 members 
Mstep: Class 19 contains 24112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637496.000000 Penalty: 36522.324219
Iteration 260F: 12 clusters Score -7.46375e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 25264 members 
Mstep: Class 4 contains 7580 members 
Mstep: Class 5 contains 14324 members 
Mstep: Class 6 contains 44756 members 
Mstep: Class 7 contains 282982 members 
Mstep: Class 8 contains 197202 members 
Mstep: Class 12 contains 14765 members 
Mstep: Class 15 contains 28948 members 
Mstep: Class 19 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637504.000000 Penalty: 36522.324219
Iteration 261Q: 12 clusters Score -7.46375e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25261 members 
Mstep: Class 4 contains 7575 members 
Mstep: Class 5 contains 14322 members 
Mstep: Class 6 contains 44755 members 
Mstep: Class 7 contains 282916 members 
Mstep: Class 8 contains 197200 members 
Mstep: Class 12 contains 14753 members 
Mstep: Class 15 contains 28948 members 
Mstep: Class 19 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637408.000000 Penalty: 36522.324219
Iteration 262Q: 12 clusters Score -7.463741e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25257 members 
Mstep: Class 4 contains 7573 members 
Mstep: Class 5 contains 14324 members 
Mstep: Class 6 contains 44753 members 
Mstep: Class 7 contains 282825 members 
Mstep: Class 8 contains 197235 members 
Mstep: Class 12 contains 14746 members 
Mstep: Class 15 contains 28949 members 
Mstep: Class 19 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637464.000000 Penalty: 36522.324219
Iteration 263Q: 12 clusters Score -7.463746e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 7571 members 
Mstep: Class 5 contains 14322 members 
Mstep: Class 6 contains 44745 members 
Mstep: Class 7 contains 282728 members 
Mstep: Class 8 contains 197312 members 
Mstep: Class 12 contains 14731 members 
Mstep: Class 15 contains 28950 members 
Mstep: Class 19 contains 24110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637456.000000 Penalty: 36522.324219
Iteration 264Q: 12 clusters Score -7.463746e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25228 members 
Mstep: Class 4 contains 7566 members 
Mstep: Class 5 contains 14320 members 
Mstep: Class 6 contains 44741 members 
Mstep: Class 7 contains 282679 members 
Mstep: Class 8 contains 197337 members 
Mstep: Class 12 contains 14717 members 
Mstep: Class 15 contains 28951 members 
Mstep: Class 19 contains 24103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637480.000000 Penalty: 36522.324219
Iteration 265Q: 12 clusters Score -7.463748e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25216 members 
Mstep: Class 4 contains 7564 members 
Mstep: Class 5 contains 14320 members 
Mstep: Class 6 contains 44745 members 
Mstep: Class 7 contains 282569 members 
Mstep: Class 8 contains 197414 members 
Mstep: Class 12 contains 14702 members 
Mstep: Class 15 contains 28951 members 
Mstep: Class 19 contains 24096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637456.000000 Penalty: 36522.324219
Iteration 266Q: 12 clusters Score -7.463746e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25203 members 
Mstep: Class 4 contains 7564 members 
Mstep: Class 5 contains 14322 members 
Mstep: Class 6 contains 44746 members 
Mstep: Class 7 contains 282449 members 
Mstep: Class 8 contains 197492 members 
Mstep: Class 12 contains 14697 members 
Mstep: Class 15 contains 28951 members 
Mstep: Class 19 contains 24093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637552.000000 Penalty: 36522.324219
Iteration 267Q: 12 clusters Score -7.463755e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25190 members 
Mstep: Class 4 contains 7559 members 
Mstep: Class 5 contains 14317 members 
Mstep: Class 6 contains 44741 members 
Mstep: Class 7 contains 282343 members 
Mstep: Class 8 contains 197565 members 
Mstep: Class 12 contains 14687 members 
Mstep: Class 15 contains 28950 members 
Mstep: Class 19 contains 24090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637616.000000 Penalty: 36522.324219
Iteration 268Q: 12 clusters Score -7.463762e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25181 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 14315 members 
Mstep: Class 6 contains 44743 members 
Mstep: Class 7 contains 282244 members 
Mstep: Class 8 contains 197614 members 
Mstep: Class 12 contains 14670 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 19 contains 24086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637712.000000 Penalty: 36522.324219
Iteration 269Q: 12 clusters Score -7.463771e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25170 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 14308 members 
Mstep: Class 6 contains 44748 members 
Mstep: Class 7 contains 282143 members 
Mstep: Class 8 contains 197670 members 
Mstep: Class 12 contains 14645 members 
Mstep: Class 15 contains 28955 members 
Mstep: Class 19 contains 24086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637712.000000 Penalty: 36522.324219
Iteration 270Q: 12 clusters Score -7.463771e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25166 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 14302 members 
Mstep: Class 6 contains 44745 members 
Mstep: Class 7 contains 282029 members 
Mstep: Class 8 contains 197731 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 19 contains 24083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637696.000000 Penalty: 36522.324219
Iteration 271Q: 12 clusters Score -7.46377e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25167 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 14295 members 
Mstep: Class 6 contains 44743 members 
Mstep: Class 7 contains 281918 members 
Mstep: Class 8 contains 197771 members 
Mstep: Class 12 contains 14608 members 
Mstep: Class 15 contains 28953 members 
Mstep: Class 19 contains 24077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637768.000000 Penalty: 36522.324219
Iteration 272Q: 12 clusters Score -7.463777e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25167 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 14292 members 
Mstep: Class 6 contains 44734 members 
Mstep: Class 7 contains 281830 members 
Mstep: Class 8 contains 197798 members 
Mstep: Class 12 contains 14582 members 
Mstep: Class 15 contains 28951 members 
Mstep: Class 19 contains 24075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637688.000000 Penalty: 36522.324219
Iteration 273Q: 12 clusters Score -7.463769e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25170 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 14289 members 
Mstep: Class 6 contains 44733 members 
Mstep: Class 7 contains 281676 members 
Mstep: Class 8 contains 197885 members 
Mstep: Class 12 contains 14546 members 
Mstep: Class 15 contains 28954 members 
Mstep: Class 19 contains 24061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637904.000000 Penalty: 36522.324219
Iteration 274Q: 12 clusters Score -7.46379e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25167 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 14287 members 
Mstep: Class 6 contains 44729 members 
Mstep: Class 7 contains 281529 members 
Mstep: Class 8 contains 197959 members 
Mstep: Class 12 contains 14516 members 
Mstep: Class 15 contains 28955 members 
Mstep: Class 19 contains 24048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638008.000000 Penalty: 36522.324219
Iteration 275Q: 12 clusters Score -7.463801e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25154 members 
Mstep: Class 4 contains 7536 members 
Mstep: Class 5 contains 14287 members 
Mstep: Class 6 contains 44726 members 
Mstep: Class 7 contains 281382 members 
Mstep: Class 8 contains 198017 members 
Mstep: Class 12 contains 14489 members 
Mstep: Class 15 contains 28957 members 
Mstep: Class 19 contains 24038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638160.000000 Penalty: 36522.324219
Iteration 276Q: 12 clusters Score -7.463816e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 25140 members 
Mstep: Class 4 contains 7532 members 
Mstep: Class 5 contains 14279 members 
Mstep: Class 6 contains 44720 members 
Mstep: Class 7 contains 281273 members 
Mstep: Class 8 contains 198043 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 15 contains 28958 members 
Mstep: Class 19 contains 24033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638264.000000 Penalty: 36522.324219
Iteration 277Q: 12 clusters Score -7.463826e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25126 members 
Mstep: Class 4 contains 7532 members 
Mstep: Class 5 contains 14273 members 
Mstep: Class 6 contains 44711 members 
Mstep: Class 7 contains 281151 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 12 contains 14443 members 
Mstep: Class 15 contains 28958 members 
Mstep: Class 19 contains 24022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638272.000000 Penalty: 36522.324219
Iteration 278Q: 12 clusters Score -7.463827e+07 nChanged 684
Entering ConstructFrom: 
Score: -74638272.000000 Penalty: 36522.324219
Entering ConstructFrom: 
Trying to split cluster 1 (12496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Entering Unmasked Estep 
Score: -1477183.625000 Penalty: 2339.424561
	Iteration 0F: 2 clusters Score -1477184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1467912.375000 Penalty: 4678.849121
	Iteration 0F: 3 clusters Score -1467912 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1470712.875000 Penalty: 4678.849121
	Iteration 1F: 3 clusters Score -1470713 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1471019.000000 Penalty: 4678.849121
	Iteration 2F: 3 clusters Score -1471019 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1471295.750000 Penalty: 4678.849121
	Iteration 3Q: 3 clusters Score -1471296 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1471597.000000 Penalty: 4678.849121
	Iteration 4Q: 3 clusters Score -1471597 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1471952.875000 Penalty: 4678.849121
	Iteration 5Q: 3 clusters Score -1471953 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1472285.625000 Penalty: 4678.849121
	Iteration 6Q: 3 clusters Score -1472286 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1472615.500000 Penalty: 4678.849121
	Iteration 7Q: 3 clusters Score -1472616 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1472962.875000 Penalty: 4678.849121
	Iteration 8Q: 3 clusters Score -1472963 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1473331.500000 Penalty: 4678.849121
	Iteration 9Q: 3 clusters Score -1473332 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1473708.125000 Penalty: 4678.849121
	Iteration 10F: 3 clusters Score -1473708 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1474044.375000 Penalty: 4678.849121
	Iteration 11Q: 3 clusters Score -1474044 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1474363.875000 Penalty: 4678.849121
	Iteration 12Q: 3 clusters Score -1474364 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1474667.250000 Penalty: 4678.849121
	Iteration 13Q: 3 clusters Score -1474667 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1474894.000000 Penalty: 4678.849121
	Iteration 14Q: 3 clusters Score -1474894 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1475044.875000 Penalty: 4678.849121
	Iteration 15Q: 3 clusters Score -1475045 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1475145.125000 Penalty: 4678.849121
	Iteration 16Q: 3 clusters Score -1475145 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1475208.375000 Penalty: 4678.849121
	Iteration 17Q: 3 clusters Score -1475208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1475242.750000 Penalty: 4678.849121
	Iteration 18Q: 3 clusters Score -1475243 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1475261.375000 Penalty: 4678.849121
	Iteration 19Q: 3 clusters Score -1475261 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1475272.125000 Penalty: 4678.849121
	Iteration 20F: 3 clusters Score -1475272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1475284.375000 Penalty: 4678.849121
	Iteration 21Q: 3 clusters Score -1475284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1475291.500000 Penalty: 4678.849121
	Iteration 22Q: 3 clusters Score -1475292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1475305.125000 Penalty: 4678.849121
	Iteration 23Q: 3 clusters Score -1475305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1475314.000000 Penalty: 4678.849121
	Iteration 24Q: 3 clusters Score -1475314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1475317.125000 Penalty: 4678.849121
	Iteration 25Q: 3 clusters Score -1475317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1475321.125000 Penalty: 4678.849121
	Iteration 26Q: 3 clusters Score -1475321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1475320.625000 Penalty: 4678.849121
	Iteration 27Q: 3 clusters Score -1475321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1475329.125000 Penalty: 4678.849121
	Iteration 28Q: 3 clusters Score -1475329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1475331.250000 Penalty: 4678.849121
	Iteration 29Q: 3 clusters Score -1475331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1475339.125000 Penalty: 4678.849121
	Iteration 30Q: 3 clusters Score -1475339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1475343.625000 Penalty: 4678.849121
	Iteration 31Q: 3 clusters Score -1475344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1475347.750000 Penalty: 4678.849121
	Iteration 32Q: 3 clusters Score -1475348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1475355.500000 Penalty: 4678.849121
	Iteration 33Q: 3 clusters Score -1475356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1475367.250000 Penalty: 4678.849121
	Iteration 34Q: 3 clusters Score -1475367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1475367.125000 Penalty: 4678.849121
	Iteration 35Q: 3 clusters Score -1475367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1475374.875000 Penalty: 4678.849121
	Iteration 36Q: 3 clusters Score -1475375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1475372.000000 Penalty: 4678.849121
	Iteration 37Q: 3 clusters Score -1475372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1475376.875000 Penalty: 4678.849121
	Iteration 38Q: 3 clusters Score -1475377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1475385.750000 Penalty: 4678.849121
	Iteration 39Q: 3 clusters Score -1475386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1475382.250000 Penalty: 4678.849121
	Iteration 40F: 3 clusters Score -1475382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1475385.250000 Penalty: 4678.849121
	Iteration 41Q: 3 clusters Score -1475385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1475384.625000 Penalty: 4678.849121
	Iteration 42Q: 3 clusters Score -1475385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1475389.375000 Penalty: 4678.849121
	Iteration 43Q: 3 clusters Score -1475389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1475395.250000 Penalty: 4678.849121
	Iteration 44Q: 3 clusters Score -1475395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1475394.500000 Penalty: 4678.849121
	Iteration 45Q: 3 clusters Score -1475394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1475396.750000 Penalty: 4678.849121
	Iteration 46Q: 3 clusters Score -1475397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1475410.250000 Penalty: 4678.849121
	Iteration 47Q: 3 clusters Score -1475410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1475417.500000 Penalty: 4678.849121
	Iteration 48Q: 3 clusters Score -1475418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1475422.125000 Penalty: 4678.849121
	Iteration 49Q: 3 clusters Score -1475422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1475426.375000 Penalty: 4678.849121
	Iteration 50Q: 3 clusters Score -1475426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1475431.625000 Penalty: 4678.849121
	Iteration 51Q: 3 clusters Score -1475432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1475432.125000 Penalty: 4678.849121
	Iteration 52Q: 3 clusters Score -1475432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1475430.750000 Penalty: 4678.849121
	Iteration 53Q: 3 clusters Score -1475431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1475430.875000 Penalty: 4678.849121
	Iteration 54Q: 3 clusters Score -1475431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1475437.875000 Penalty: 4678.849121
	Iteration 55Q: 3 clusters Score -1475438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1475438.875000 Penalty: 4678.849121
	Iteration 56Q: 3 clusters Score -1475439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1475444.125000 Penalty: 4678.849121
	Iteration 57Q: 3 clusters Score -1475444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1475446.375000 Penalty: 4678.849121
	Iteration 58Q: 3 clusters Score -1475446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1475448.250000 Penalty: 4678.849121
	Iteration 59Q: 3 clusters Score -1475448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1475455.375000 Penalty: 4678.849121
	Iteration 60F: 3 clusters Score -1475455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1475453.375000 Penalty: 4678.849121
	Iteration 61Q: 3 clusters Score -1475453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1475456.750000 Penalty: 4678.849121
	Iteration 62Q: 3 clusters Score -1475457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1475460.000000 Penalty: 4678.849121
	Iteration 63Q: 3 clusters Score -1475460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1475462.000000 Penalty: 4678.849121
	Iteration 64Q: 3 clusters Score -1475462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1475464.375000 Penalty: 4678.849121
	Iteration 65Q: 3 clusters Score -1475464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1475467.000000 Penalty: 4678.849121
	Iteration 66Q: 3 clusters Score -1475467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1475471.000000 Penalty: 4678.849121
	Iteration 67Q: 3 clusters Score -1475471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1475475.000000 Penalty: 4678.849121
	Iteration 68Q: 3 clusters Score -1475475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1475475.250000 Penalty: 4678.849121
	Iteration 69Q: 3 clusters Score -1475475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1475478.875000 Penalty: 4678.849121
	Iteration 70Q: 3 clusters Score -1475479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1475483.875000 Penalty: 4678.849121
	Iteration 71Q: 3 clusters Score -1475484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1475487.875000 Penalty: 4678.849121
	Iteration 72Q: 3 clusters Score -1475488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1475482.500000 Penalty: 4678.849121
	Iteration 73Q: 3 clusters Score -1475482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1475487.250000 Penalty: 4678.849121
	Iteration 74Q: 3 clusters Score -1475487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1475488.375000 Penalty: 4678.849121
	Iteration 75Q: 3 clusters Score -1475488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1475494.375000 Penalty: 4678.849121
	Iteration 76Q: 3 clusters Score -1475494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1475498.250000 Penalty: 4678.849121
	Iteration 77Q: 3 clusters Score -1475498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1475499.875000 Penalty: 4678.849121
	Iteration 78Q: 3 clusters Score -1475500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1475500.500000 Penalty: 4678.849121
	Iteration 79Q: 3 clusters Score -1475500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1475505.000000 Penalty: 4678.849121
	Iteration 80F: 3 clusters Score -1475505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1475505.125000 Penalty: 4678.849121
	Iteration 81Q: 3 clusters Score -1475505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1475507.000000 Penalty: 4678.849121
	Iteration 82Q: 3 clusters Score -1475507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1475510.000000 Penalty: 4678.849121
	Iteration 83Q: 3 clusters Score -1475510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1475508.750000 Penalty: 4678.849121
	Iteration 84Q: 3 clusters Score -1475509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1475509.125000 Penalty: 4678.849121
	Iteration 85Q: 3 clusters Score -1475509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1475510.625000 Penalty: 4678.849121
	Iteration 86Q: 3 clusters Score -1475511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1475514.375000 Penalty: 4678.849121
	Iteration 87Q: 3 clusters Score -1475514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1475513.375000 Penalty: 4678.849121
	Iteration 88Q: 3 clusters Score -1475513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1475518.125000 Penalty: 4678.849121
	Iteration 89Q: 3 clusters Score -1475518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1475523.875000 Penalty: 4678.849121
	Iteration 90Q: 3 clusters Score -1475524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1475526.250000 Penalty: 4678.849121
	Iteration 91Q: 3 clusters Score -1475526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1475531.500000 Penalty: 4678.849121
	Iteration 92Q: 3 clusters Score -1475532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1475537.875000 Penalty: 4678.849121
	Iteration 93Q: 3 clusters Score -1475538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1475544.500000 Penalty: 4678.849121
	Iteration 94Q: 3 clusters Score -1475544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1475553.000000 Penalty: 4678.849121
	Iteration 95Q: 3 clusters Score -1475553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1475559.500000 Penalty: 4678.849121
	Iteration 96Q: 3 clusters Score -1475560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1475571.375000 Penalty: 4678.849121
	Iteration 97Q: 3 clusters Score -1475571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1475582.500000 Penalty: 4678.849121
	Iteration 98Q: 3 clusters Score -1475582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1475590.875000 Penalty: 4678.849121
	Iteration 99Q: 3 clusters Score -1475591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1475607.375000 Penalty: 4678.849121
	Iteration 100F: 3 clusters Score -1475607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1475613.125000 Penalty: 4678.849121
	Iteration 101Q: 3 clusters Score -1475613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1475625.750000 Penalty: 4678.849121
	Iteration 102Q: 3 clusters Score -1475626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1475626.875000 Penalty: 4678.849121
	Iteration 103Q: 3 clusters Score -1475627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1475633.375000 Penalty: 4678.849121
	Iteration 104Q: 3 clusters Score -1475633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1475638.750000 Penalty: 4678.849121
	Iteration 105Q: 3 clusters Score -1475639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1475637.625000 Penalty: 4678.849121
	Iteration 106Q: 3 clusters Score -1475638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1475638.125000 Penalty: 4678.849121
	Iteration 107Q: 3 clusters Score -1475638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1475643.875000 Penalty: 4678.849121
	Iteration 108Q: 3 clusters Score -1475644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1475642.875000 Penalty: 4678.849121
	Iteration 109Q: 3 clusters Score -1475643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1475643.000000 Penalty: 4678.849121
	Iteration 110Q: 3 clusters Score -1475643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1475640.750000 Penalty: 4678.849121
	Iteration 111Q: 3 clusters Score -1475641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1475646.125000 Penalty: 4678.849121
	Iteration 112Q: 3 clusters Score -1475646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1475647.500000 Penalty: 4678.849121
	Iteration 113Q: 3 clusters Score -1475648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1475646.625000 Penalty: 4678.849121
	Iteration 114Q: 3 clusters Score -1475647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1475651.750000 Penalty: 4678.849121
	Iteration 115Q: 3 clusters Score -1475652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1475651.250000 Penalty: 4678.849121
	Iteration 116Q: 3 clusters Score -1475651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1475650.750000 Penalty: 4678.849121
	Iteration 117Q: 3 clusters Score -1475651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1475652.125000 Penalty: 4678.849121
	Iteration 118Q: 3 clusters Score -1475652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1475655.125000 Penalty: 4678.849121
	Iteration 119Q: 3 clusters Score -1475655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1475658.250000 Penalty: 4678.849121
	Iteration 120F: 3 clusters Score -1475658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1475660.375000 Penalty: 4678.849121
	Iteration 121Q: 3 clusters Score -1475660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1475661.125000 Penalty: 4678.849121
	Iteration 122Q: 3 clusters Score -1475661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1475660.250000 Penalty: 4678.849121
	Iteration 123Q: 3 clusters Score -1475660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1475661.125000 Penalty: 4678.849121
	Iteration 124Q: 3 clusters Score -1475661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1475667.500000 Penalty: 4678.849121
	Iteration 125Q: 3 clusters Score -1475668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1475665.750000 Penalty: 4678.849121
	Iteration 126Q: 3 clusters Score -1475666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1475669.625000 Penalty: 4678.849121
	Iteration 127Q: 3 clusters Score -1475670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1475670.125000 Penalty: 4678.849121
	Iteration 128Q: 3 clusters Score -1475670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1475671.125000 Penalty: 4678.849121
	Iteration 129Q: 3 clusters Score -1475671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1475669.625000 Penalty: 4678.849121
	Iteration 130Q: 3 clusters Score -1475670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1475670.500000 Penalty: 4678.849121
	Iteration 131Q: 3 clusters Score -1475670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1475670.500000 Penalty: 4678.849121
	Iteration 132F: 3 clusters Score -1475670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -144254.250000 Penalty: 1801.999878
	Iteration 0F: 2 clusters Score -144254.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142179.390625 Penalty: 3603.999756
	Iteration 0F: 3 clusters Score -142179.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -142877.453125 Penalty: 3603.999756
	Iteration 1F: 3 clusters Score -142877.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -143432.531250 Penalty: 3603.999756
	Iteration 2F: 3 clusters Score -143432.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -143931.703125 Penalty: 3603.999756
	Iteration 3F: 3 clusters Score -143931.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -144234.390625 Penalty: 3603.999756
	Iteration 4F: 3 clusters Score -144234.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -144467.781250 Penalty: 3603.999756
	Iteration 5Q: 3 clusters Score -144467.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -144557.500000 Penalty: 3603.999756
	Iteration 6Q: 3 clusters Score -144557.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -144586.328125 Penalty: 3603.999756
	Iteration 7Q: 3 clusters Score -144586.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -144599.015625 Penalty: 3603.999756
	Iteration 8Q: 3 clusters Score -144599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -144607.234375 Penalty: 3603.999756
	Iteration 9Q: 3 clusters Score -144607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -144611.578125 Penalty: 3603.999756
	Iteration 10Q: 3 clusters Score -144611.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -144613.203125 Penalty: 3603.999756
	Iteration 11Q: 3 clusters Score -144613.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -144613.406250 Penalty: 3603.999756
	Iteration 12F: 3 clusters Score -144613.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -144620.781250 Penalty: 3603.999756
	Iteration 13Q: 3 clusters Score -144620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -144623.562500 Penalty: 3603.999756
	Iteration 14Q: 3 clusters Score -144623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -144626.062500 Penalty: 3603.999756
	Iteration 15Q: 3 clusters Score -144626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -144626.062500 Penalty: 3603.999756
	Iteration 16F: 3 clusters Score -144626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 25107 members 
Mstep: Class 4 contains 7527 members 
Mstep: Class 5 contains 14266 members 
Mstep: Class 6 contains 44710 members 
Mstep: Class 7 contains 281014 members 
Mstep: Class 8 contains 198147 members 
Mstep: Class 9 contains 380 members 
Mstep: Class 12 contains 14414 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 19 contains 24016 members 
Entering Unmasked Estep 
Score: -74637320.000000 Penalty: 39842.535156
Splitting cluster 2 changes total score from -74638272.000000 to -74637320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (25107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Entering Unmasked Estep 
Score: -2946309.250000 Penalty: 2512.463867
	Iteration 0F: 2 clusters Score -2946309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2928932.250000 Penalty: 5024.927734
	Iteration 0F: 3 clusters Score -2928932 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2934977.750000 Penalty: 5024.927734
	Iteration 1F: 3 clusters Score -2934978 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2935472.750000 Penalty: 5024.927734
	Iteration 2F: 3 clusters Score -2935473 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2935983.500000 Penalty: 5024.927734
	Iteration 3Q: 3 clusters Score -2935984 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2936556.250000 Penalty: 5024.927734
	Iteration 4Q: 3 clusters Score -2936556 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2937308.250000 Penalty: 5024.927734
	Iteration 5F: 3 clusters Score -2937308 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2938233.250000 Penalty: 5024.927734
	Iteration 6F: 3 clusters Score -2938233 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2939406.000000 Penalty: 5024.927734
	Iteration 7F: 3 clusters Score -2939406 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2940617.250000 Penalty: 5024.927734
	Iteration 8F: 3 clusters Score -2940617 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2941738.500000 Penalty: 5024.927734
	Iteration 9F: 3 clusters Score -2941738 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2942577.500000 Penalty: 5024.927734
	Iteration 10Q: 3 clusters Score -2942578 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2943089.500000 Penalty: 5024.927734
	Iteration 11Q: 3 clusters Score -2943090 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2943410.000000 Penalty: 5024.927734
	Iteration 12Q: 3 clusters Score -2943410 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2943598.500000 Penalty: 5024.927734
	Iteration 13Q: 3 clusters Score -2943598 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2943719.250000 Penalty: 5024.927734
	Iteration 14Q: 3 clusters Score -2943719 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2943792.250000 Penalty: 5024.927734
	Iteration 15Q: 3 clusters Score -2943792 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2943858.250000 Penalty: 5024.927734
	Iteration 16Q: 3 clusters Score -2943858 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2943907.500000 Penalty: 5024.927734
	Iteration 17Q: 3 clusters Score -2943908 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2943968.500000 Penalty: 5024.927734
	Iteration 18Q: 3 clusters Score -2943968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2943999.000000 Penalty: 5024.927734
	Iteration 19Q: 3 clusters Score -2943999 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2944041.750000 Penalty: 5024.927734
	Iteration 20F: 3 clusters Score -2944042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2944064.500000 Penalty: 5024.927734
	Iteration 21Q: 3 clusters Score -2944064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2944085.500000 Penalty: 5024.927734
	Iteration 22Q: 3 clusters Score -2944086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2944102.000000 Penalty: 5024.927734
	Iteration 23Q: 3 clusters Score -2944102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2944132.250000 Penalty: 5024.927734
	Iteration 24Q: 3 clusters Score -2944132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2944139.750000 Penalty: 5024.927734
	Iteration 25Q: 3 clusters Score -2944140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2944151.500000 Penalty: 5024.927734
	Iteration 26Q: 3 clusters Score -2944152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2944151.000000 Penalty: 5024.927734
	Iteration 27Q: 3 clusters Score -2944151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2944158.500000 Penalty: 5024.927734
	Iteration 28Q: 3 clusters Score -2944158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2944165.750000 Penalty: 5024.927734
	Iteration 29Q: 3 clusters Score -2944166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2944174.750000 Penalty: 5024.927734
	Iteration 30Q: 3 clusters Score -2944175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2944171.750000 Penalty: 5024.927734
	Iteration 31Q: 3 clusters Score -2944172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2944177.500000 Penalty: 5024.927734
	Iteration 32Q: 3 clusters Score -2944178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2944185.750000 Penalty: 5024.927734
	Iteration 33Q: 3 clusters Score -2944186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2944193.000000 Penalty: 5024.927734
	Iteration 34Q: 3 clusters Score -2944193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2944201.000000 Penalty: 5024.927734
	Iteration 35Q: 3 clusters Score -2944201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2944203.250000 Penalty: 5024.927734
	Iteration 36Q: 3 clusters Score -2944203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2944203.000000 Penalty: 5024.927734
	Iteration 37Q: 3 clusters Score -2944203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2944206.500000 Penalty: 5024.927734
	Iteration 38Q: 3 clusters Score -2944206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2944209.750000 Penalty: 5024.927734
	Iteration 39Q: 3 clusters Score -2944210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2944209.750000 Penalty: 5024.927734
	Iteration 40F: 3 clusters Score -2944210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Entering Unmasked Estep 
Score: -874471.812500 Penalty: 2213.710449
	Iteration 0F: 2 clusters Score -874471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -868320.000000 Penalty: 4427.420898
	Iteration 0F: 3 clusters Score -868320 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -869948.125000 Penalty: 4427.420898
	Iteration 1F: 3 clusters Score -869948.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -870210.937500 Penalty: 4427.420898
	Iteration 2F: 3 clusters Score -870210.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -870400.375000 Penalty: 4427.420898
	Iteration 3F: 3 clusters Score -870400.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -870515.687500 Penalty: 4427.420898
	Iteration 4Q: 3 clusters Score -870515.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -870604.562500 Penalty: 4427.420898
	Iteration 5Q: 3 clusters Score -870604.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -870681.250000 Penalty: 4427.420898
	Iteration 6Q: 3 clusters Score -870681.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -870758.812500 Penalty: 4427.420898
	Iteration 7Q: 3 clusters Score -870758.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -870843.187500 Penalty: 4427.420898
	Iteration 8Q: 3 clusters Score -870843.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -870926.875000 Penalty: 4427.420898
	Iteration 9Q: 3 clusters Score -870926.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -871013.562500 Penalty: 4427.420898
	Iteration 10Q: 3 clusters Score -871013.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -871117.125000 Penalty: 4427.420898
	Iteration 11Q: 3 clusters Score -871117.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -871227.375000 Penalty: 4427.420898
	Iteration 12Q: 3 clusters Score -871227.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -871371.187500 Penalty: 4427.420898
	Iteration 13Q: 3 clusters Score -871371.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -871536.000000 Penalty: 4427.420898
	Iteration 14Q: 3 clusters Score -871536 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -871713.062500 Penalty: 4427.420898
	Iteration 15Q: 3 clusters Score -871713.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -871867.500000 Penalty: 4427.420898
	Iteration 16Q: 3 clusters Score -871867.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -872011.500000 Penalty: 4427.420898
	Iteration 17Q: 3 clusters Score -872011.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -872147.375000 Penalty: 4427.420898
	Iteration 18Q: 3 clusters Score -872147.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -872258.937500 Penalty: 4427.420898
	Iteration 19Q: 3 clusters Score -872258.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -872341.937500 Penalty: 4427.420898
	Iteration 20F: 3 clusters Score -872341.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -872408.125000 Penalty: 4427.420898
	Iteration 21Q: 3 clusters Score -872408.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -872447.500000 Penalty: 4427.420898
	Iteration 22Q: 3 clusters Score -872447.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -872476.187500 Penalty: 4427.420898
	Iteration 23Q: 3 clusters Score -872476.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -872498.000000 Penalty: 4427.420898
	Iteration 24Q: 3 clusters Score -872498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -872525.000000 Penalty: 4427.420898
	Iteration 25Q: 3 clusters Score -872525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -872540.687500 Penalty: 4427.420898
	Iteration 26Q: 3 clusters Score -872540.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -872551.875000 Penalty: 4427.420898
	Iteration 27Q: 3 clusters Score -872551.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -872567.375000 Penalty: 4427.420898
	Iteration 28Q: 3 clusters Score -872567.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -872585.312500 Penalty: 4427.420898
	Iteration 29Q: 3 clusters Score -872585.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -872599.625000 Penalty: 4427.420898
	Iteration 30Q: 3 clusters Score -872599.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -872611.187500 Penalty: 4427.420898
	Iteration 31Q: 3 clusters Score -872611.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -872620.062500 Penalty: 4427.420898
	Iteration 32Q: 3 clusters Score -872620.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -872623.500000 Penalty: 4427.420898
	Iteration 33Q: 3 clusters Score -872623.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -872625.437500 Penalty: 4427.420898
	Iteration 34Q: 3 clusters Score -872625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -872626.375000 Penalty: 4427.420898
	Iteration 35Q: 3 clusters Score -872626.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -872626.562500 Penalty: 4427.420898
	Iteration 36Q: 3 clusters Score -872626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -872627.062500 Penalty: 4427.420898
	Iteration 37Q: 3 clusters Score -872627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -872629.562500 Penalty: 4427.420898
	Iteration 38Q: 3 clusters Score -872629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -872632.062500 Penalty: 4427.420898
	Iteration 39Q: 3 clusters Score -872632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -872632.812500 Penalty: 4427.420898
	Iteration 40F: 3 clusters Score -872632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -872634.437500 Penalty: 4427.420898
	Iteration 41Q: 3 clusters Score -872634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -872634.000000 Penalty: 4427.420898
	Iteration 42Q: 3 clusters Score -872634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -872634.000000 Penalty: 4427.420898
	Iteration 43F: 3 clusters Score -872634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Entering Unmasked Estep 
Score: -1688200.500000 Penalty: 2372.277344
	Iteration 0F: 2 clusters Score -1688200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1677766.375000 Penalty: 4744.554688
	Iteration 0F: 3 clusters Score -1677766 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1680987.625000 Penalty: 4744.554688
	Iteration 1F: 3 clusters Score -1680988 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1681350.500000 Penalty: 4744.554688
	Iteration 2F: 3 clusters Score -1681350 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1681663.250000 Penalty: 4744.554688
	Iteration 3Q: 3 clusters Score -1681663 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1681970.000000 Penalty: 4744.554688
	Iteration 4Q: 3 clusters Score -1681970 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1682267.625000 Penalty: 4744.554688
	Iteration 5Q: 3 clusters Score -1682268 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1682556.625000 Penalty: 4744.554688
	Iteration 6Q: 3 clusters Score -1682557 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1682886.500000 Penalty: 4744.554688
	Iteration 7Q: 3 clusters Score -1682886 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1683228.875000 Penalty: 4744.554688
	Iteration 8Q: 3 clusters Score -1683229 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1683574.375000 Penalty: 4744.554688
	Iteration 9Q: 3 clusters Score -1683574 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1683922.500000 Penalty: 4744.554688
	Iteration 10Q: 3 clusters Score -1683922 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1684226.750000 Penalty: 4744.554688
	Iteration 11Q: 3 clusters Score -1684227 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1684479.125000 Penalty: 4744.554688
	Iteration 12Q: 3 clusters Score -1684479 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1684667.500000 Penalty: 4744.554688
	Iteration 13Q: 3 clusters Score -1684668 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1684820.625000 Penalty: 4744.554688
	Iteration 14Q: 3 clusters Score -1684821 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1684927.750000 Penalty: 4744.554688
	Iteration 15Q: 3 clusters Score -1684928 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1685029.500000 Penalty: 4744.554688
	Iteration 16Q: 3 clusters Score -1685030 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1685099.375000 Penalty: 4744.554688
	Iteration 17Q: 3 clusters Score -1685099 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1685159.500000 Penalty: 4744.554688
	Iteration 18Q: 3 clusters Score -1685160 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1685221.750000 Penalty: 4744.554688
	Iteration 19Q: 3 clusters Score -1685222 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1685277.375000 Penalty: 4744.554688
	Iteration 20F: 3 clusters Score -1685277 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1685324.250000 Penalty: 4744.554688
	Iteration 21Q: 3 clusters Score -1685324 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1685357.750000 Penalty: 4744.554688
	Iteration 22Q: 3 clusters Score -1685358 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1685385.875000 Penalty: 4744.554688
	Iteration 23Q: 3 clusters Score -1685386 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1685417.000000 Penalty: 4744.554688
	Iteration 24Q: 3 clusters Score -1685417 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1685454.125000 Penalty: 4744.554688
	Iteration 25Q: 3 clusters Score -1685454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1685505.750000 Penalty: 4744.554688
	Iteration 26Q: 3 clusters Score -1685506 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1685542.375000 Penalty: 4744.554688
	Iteration 27Q: 3 clusters Score -1685542 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1685573.125000 Penalty: 4744.554688
	Iteration 28Q: 3 clusters Score -1685573 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1685597.875000 Penalty: 4744.554688
	Iteration 29Q: 3 clusters Score -1685598 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1685633.375000 Penalty: 4744.554688
	Iteration 30Q: 3 clusters Score -1685633 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1685655.875000 Penalty: 4744.554688
	Iteration 31Q: 3 clusters Score -1685656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1685672.000000 Penalty: 4744.554688
	Iteration 32Q: 3 clusters Score -1685672 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1685697.000000 Penalty: 4744.554688
	Iteration 33Q: 3 clusters Score -1685697 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1685724.125000 Penalty: 4744.554688
	Iteration 34Q: 3 clusters Score -1685724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1685743.375000 Penalty: 4744.554688
	Iteration 35Q: 3 clusters Score -1685743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1685759.375000 Penalty: 4744.554688
	Iteration 36Q: 3 clusters Score -1685759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1685776.875000 Penalty: 4744.554688
	Iteration 37Q: 3 clusters Score -1685777 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1685792.000000 Penalty: 4744.554688
	Iteration 38Q: 3 clusters Score -1685792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1685803.750000 Penalty: 4744.554688
	Iteration 39Q: 3 clusters Score -1685804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1685811.375000 Penalty: 4744.554688
	Iteration 40F: 3 clusters Score -1685811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1685822.750000 Penalty: 4744.554688
	Iteration 41Q: 3 clusters Score -1685823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1685830.000000 Penalty: 4744.554688
	Iteration 42Q: 3 clusters Score -1685830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1685842.000000 Penalty: 4744.554688
	Iteration 43Q: 3 clusters Score -1685842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1685846.875000 Penalty: 4744.554688
	Iteration 44Q: 3 clusters Score -1685847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1685857.500000 Penalty: 4744.554688
	Iteration 45Q: 3 clusters Score -1685858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1685869.375000 Penalty: 4744.554688
	Iteration 46Q: 3 clusters Score -1685869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1685880.000000 Penalty: 4744.554688
	Iteration 47Q: 3 clusters Score -1685880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1685885.625000 Penalty: 4744.554688
	Iteration 48Q: 3 clusters Score -1685886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1685898.500000 Penalty: 4744.554688
	Iteration 49Q: 3 clusters Score -1685898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1685914.625000 Penalty: 4744.554688
	Iteration 50Q: 3 clusters Score -1685915 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1685920.125000 Penalty: 4744.554688
	Iteration 51Q: 3 clusters Score -1685920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1685929.375000 Penalty: 4744.554688
	Iteration 52Q: 3 clusters Score -1685929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1685939.000000 Penalty: 4744.554688
	Iteration 53Q: 3 clusters Score -1685939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1685950.500000 Penalty: 4744.554688
	Iteration 54Q: 3 clusters Score -1685950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1685949.250000 Penalty: 4744.554688
	Iteration 55Q: 3 clusters Score -1685949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1685955.875000 Penalty: 4744.554688
	Iteration 56Q: 3 clusters Score -1685956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1685962.500000 Penalty: 4744.554688
	Iteration 57Q: 3 clusters Score -1685962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1685963.625000 Penalty: 4744.554688
	Iteration 58Q: 3 clusters Score -1685964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1685969.500000 Penalty: 4744.554688
	Iteration 59Q: 3 clusters Score -1685970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1685973.500000 Penalty: 4744.554688
	Iteration 60F: 3 clusters Score -1685974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1685978.750000 Penalty: 4744.554688
	Iteration 61Q: 3 clusters Score -1685979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1685993.625000 Penalty: 4744.554688
	Iteration 62Q: 3 clusters Score -1685994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1685996.625000 Penalty: 4744.554688
	Iteration 63Q: 3 clusters Score -1685997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1686005.250000 Penalty: 4744.554688
	Iteration 64Q: 3 clusters Score -1686005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1686006.750000 Penalty: 4744.554688
	Iteration 65Q: 3 clusters Score -1686007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1686012.625000 Penalty: 4744.554688
	Iteration 66Q: 3 clusters Score -1686013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1686018.375000 Penalty: 4744.554688
	Iteration 67Q: 3 clusters Score -1686018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1686021.875000 Penalty: 4744.554688
	Iteration 68Q: 3 clusters Score -1686022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1686029.000000 Penalty: 4744.554688
	Iteration 69Q: 3 clusters Score -1686029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1686029.000000 Penalty: 4744.554688
	Iteration 70Q: 3 clusters Score -1686029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1686032.750000 Penalty: 4744.554688
	Iteration 71Q: 3 clusters Score -1686033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1686041.125000 Penalty: 4744.554688
	Iteration 72Q: 3 clusters Score -1686041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1686044.750000 Penalty: 4744.554688
	Iteration 73Q: 3 clusters Score -1686045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1686053.875000 Penalty: 4744.554688
	Iteration 74Q: 3 clusters Score -1686054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1686056.500000 Penalty: 4744.554688
	Iteration 75Q: 3 clusters Score -1686056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1686062.750000 Penalty: 4744.554688
	Iteration 76Q: 3 clusters Score -1686063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1686074.250000 Penalty: 4744.554688
	Iteration 77Q: 3 clusters Score -1686074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1686079.750000 Penalty: 4744.554688
	Iteration 78Q: 3 clusters Score -1686080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1686081.500000 Penalty: 4744.554688
	Iteration 79Q: 3 clusters Score -1686082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1686089.625000 Penalty: 4744.554688
	Iteration 80F: 3 clusters Score -1686090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1686094.750000 Penalty: 4744.554688
	Iteration 81Q: 3 clusters Score -1686095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1686103.250000 Penalty: 4744.554688
	Iteration 82Q: 3 clusters Score -1686103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1686110.125000 Penalty: 4744.554688
	Iteration 83Q: 3 clusters Score -1686110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1686112.250000 Penalty: 4744.554688
	Iteration 84Q: 3 clusters Score -1686112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1686114.875000 Penalty: 4744.554688
	Iteration 85Q: 3 clusters Score -1686115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1686118.875000 Penalty: 4744.554688
	Iteration 86Q: 3 clusters Score -1686119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1686120.875000 Penalty: 4744.554688
	Iteration 87Q: 3 clusters Score -1686121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1686119.250000 Penalty: 4744.554688
	Iteration 88Q: 3 clusters Score -1686119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1686123.875000 Penalty: 4744.554688
	Iteration 89Q: 3 clusters Score -1686124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1686125.500000 Penalty: 4744.554688
	Iteration 90Q: 3 clusters Score -1686126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1686126.000000 Penalty: 4744.554688
	Iteration 91Q: 3 clusters Score -1686126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1686128.125000 Penalty: 4744.554688
	Iteration 92Q: 3 clusters Score -1686128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1686127.250000 Penalty: 4744.554688
	Iteration 93Q: 3 clusters Score -1686127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1686128.375000 Penalty: 4744.554688
	Iteration 94Q: 3 clusters Score -1686128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1686129.000000 Penalty: 4744.554688
	Iteration 95Q: 3 clusters Score -1686129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1686130.250000 Penalty: 4744.554688
	Iteration 96Q: 3 clusters Score -1686130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1686130.250000 Penalty: 4744.554688
	Iteration 97F: 3 clusters Score -1686130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Entering Unmasked Estep 
Score: -5051741.000000 Penalty: 2655.572266
	Iteration 0F: 2 clusters Score -5051741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -5021693.000000 Penalty: 5311.144531
	Iteration 0F: 3 clusters Score -5021693 nChanged 20508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -5033004.000000 Penalty: 5311.144531
	Iteration 1F: 3 clusters Score -5033004 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -5033930.500000 Penalty: 5311.144531
	Iteration 2Q: 3 clusters Score -5033930 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -5035481.000000 Penalty: 5311.144531
	Iteration 3F: 3 clusters Score -5035481 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -5037817.500000 Penalty: 5311.144531
	Iteration 4F: 3 clusters Score -5037818 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -5040883.500000 Penalty: 5311.144531
	Iteration 5F: 3 clusters Score -5040884 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -5044313.500000 Penalty: 5311.144531
	Iteration 6F: 3 clusters Score -5044314 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -5047355.000000 Penalty: 5311.144531
	Iteration 7F: 3 clusters Score -5047355 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -5049517.500000 Penalty: 5311.144531
	Iteration 8F: 3 clusters Score -5049518 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -5050780.000000 Penalty: 5311.144531
	Iteration 9Q: 3 clusters Score -5050780 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5051288.000000 Penalty: 5311.144531
	Iteration 10Q: 3 clusters Score -5051288 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5051529.500000 Penalty: 5311.144531
	Iteration 11Q: 3 clusters Score -5051530 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5051614.500000 Penalty: 5311.144531
	Iteration 12Q: 3 clusters Score -5051614 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5051673.500000 Penalty: 5311.144531
	Iteration 13Q: 3 clusters Score -5051674 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5051728.500000 Penalty: 5311.144531
	Iteration 14Q: 3 clusters Score -5051728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5051743.000000 Penalty: 5311.144531
	Iteration 15Q: 3 clusters Score -5051743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5051753.000000 Penalty: 5311.144531
	Iteration 16Q: 3 clusters Score -5051753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5051759.500000 Penalty: 5311.144531
	Iteration 17Q: 3 clusters Score -5051760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5051759.000000 Penalty: 5311.144531
	Iteration 18Q: 3 clusters Score -5051759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5051777.000000 Penalty: 5311.144531
	Iteration 19Q: 3 clusters Score -5051777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5051792.500000 Penalty: 5311.144531
	Iteration 20F: 3 clusters Score -5051792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5051798.500000 Penalty: 5311.144531
	Iteration 21Q: 3 clusters Score -5051798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5051797.500000 Penalty: 5311.144531
	Iteration 22Q: 3 clusters Score -5051798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5051799.000000 Penalty: 5311.144531
	Iteration 23Q: 3 clusters Score -5051799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5051798.500000 Penalty: 5311.144531
	Iteration 24Q: 3 clusters Score -5051798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5051789.000000 Penalty: 5311.144531
	Iteration 25Q: 3 clusters Score -5051789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5051792.000000 Penalty: 5311.144531
	Iteration 26Q: 3 clusters Score -5051792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5051794.000000 Penalty: 5311.144531
	Iteration 27Q: 3 clusters Score -5051794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5051795.500000 Penalty: 5311.144531
	Iteration 28Q: 3 clusters Score -5051796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5051795.000000 Penalty: 5311.144531
	Iteration 29Q: 3 clusters Score -5051795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5051806.500000 Penalty: 5311.144531
	Iteration 30Q: 3 clusters Score -5051806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5051811.500000 Penalty: 5311.144531
	Iteration 31Q: 3 clusters Score -5051812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5051817.500000 Penalty: 5311.144531
	Iteration 32Q: 3 clusters Score -5051818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5051816.500000 Penalty: 5311.144531
	Iteration 33Q: 3 clusters Score -5051816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5051812.500000 Penalty: 5311.144531
	Iteration 34Q: 3 clusters Score -5051812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5051816.500000 Penalty: 5311.144531
	Iteration 35Q: 3 clusters Score -5051816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5051816.500000 Penalty: 5311.144531
	Iteration 36F: 3 clusters Score -5051816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25107 members 
Mstep: Class 4 contains 7527 members 
Mstep: Class 5 contains 14266 members 
Mstep: Class 6 contains 42672 members 
Mstep: Class 7 contains 281014 members 
Mstep: Class 8 contains 198147 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 12 contains 14414 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 19 contains 24016 members 
Entering Unmasked Estep 
Score: -74637824.000000 Penalty: 39842.535156
Splitting cluster 6 changes total score from -74638272.000000 to -74637824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (281014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281014 members 
Entering Unmasked Estep 
Score: -32519568.000000 Penalty: 3111.447510
	Iteration 0F: 2 clusters Score -3.251957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140482 members 
Mstep: Class 2 contains 140532 members 
Entering Unmasked Estep 
Score: -32349388.000000 Penalty: 6222.895020
	Iteration 0F: 3 clusters Score -3.234939e+07 nChanged 135734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140136 members 
Mstep: Class 2 contains 140878 members 
Entering Unmasked Estep 
Score: -32430602.000000 Penalty: 6222.895020
	Iteration 1F: 3 clusters Score -3.24306e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139885 members 
Mstep: Class 2 contains 141129 members 
Entering Unmasked Estep 
Score: -32433150.000000 Penalty: 6222.895020
	Iteration 2Q: 3 clusters Score -3.243315e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139573 members 
Mstep: Class 2 contains 141441 members 
Entering Unmasked Estep 
Score: -32436764.000000 Penalty: 6222.895020
	Iteration 3Q: 3 clusters Score -3.243676e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139241 members 
Mstep: Class 2 contains 141773 members 
Entering Unmasked Estep 
Score: -32442550.000000 Penalty: 6222.895020
	Iteration 4Q: 3 clusters Score -3.244255e+07 nChanged 14792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138961 members 
Mstep: Class 2 contains 142053 members 
Entering Unmasked Estep 
Score: -32451062.000000 Penalty: 6222.895020
	Iteration 5F: 3 clusters Score -3.245106e+07 nChanged 17124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138981 members 
Mstep: Class 2 contains 142033 members 
Entering Unmasked Estep 
Score: -32462928.000000 Penalty: 6222.895020
	Iteration 6F: 3 clusters Score -3.246293e+07 nChanged 19021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139610 members 
Mstep: Class 2 contains 141404 members 
Entering Unmasked Estep 
Score: -32476918.000000 Penalty: 6222.895020
	Iteration 7F: 3 clusters Score -3.247692e+07 nChanged 18701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140623 members 
Mstep: Class 2 contains 140391 members 
Entering Unmasked Estep 
Score: -32489580.000000 Penalty: 6222.895020
	Iteration 8F: 3 clusters Score -3.248958e+07 nChanged 14827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141594 members 
Mstep: Class 2 contains 139420 members 
Entering Unmasked Estep 
Score: -32496078.000000 Penalty: 6222.895020
	Iteration 9F: 3 clusters Score -3.249608e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142367 members 
Mstep: Class 2 contains 138647 members 
Entering Unmasked Estep 
Score: -32498566.000000 Penalty: 6222.895020
	Iteration 10Q: 3 clusters Score -3.249857e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142993 members 
Mstep: Class 2 contains 138021 members 
Entering Unmasked Estep 
Score: -32499478.000000 Penalty: 6222.895020
	Iteration 11Q: 3 clusters Score -3.249948e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143695 members 
Mstep: Class 2 contains 137319 members 
Entering Unmasked Estep 
Score: -32500120.000000 Penalty: 6222.895020
	Iteration 12Q: 3 clusters Score -3.250012e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144565 members 
Mstep: Class 2 contains 136449 members 
Entering Unmasked Estep 
Score: -32500918.000000 Penalty: 6222.895020
	Iteration 13Q: 3 clusters Score -3.250092e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145610 members 
Mstep: Class 2 contains 135404 members 
Entering Unmasked Estep 
Score: -32501758.000000 Penalty: 6222.895020
	Iteration 14Q: 3 clusters Score -3.250176e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146815 members 
Mstep: Class 2 contains 134199 members 
Entering Unmasked Estep 
Score: -32502738.000000 Penalty: 6222.895020
	Iteration 15Q: 3 clusters Score -3.250274e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148145 members 
Mstep: Class 2 contains 132869 members 
Entering Unmasked Estep 
Score: -32503738.000000 Penalty: 6222.895020
	Iteration 16Q: 3 clusters Score -3.250374e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149631 members 
Mstep: Class 2 contains 131383 members 
Entering Unmasked Estep 
Score: -32504754.000000 Penalty: 6222.895020
	Iteration 17Q: 3 clusters Score -3.250475e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151130 members 
Mstep: Class 2 contains 129884 members 
Entering Unmasked Estep 
Score: -32505700.000000 Penalty: 6222.895020
	Iteration 18Q: 3 clusters Score -3.25057e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 128445 members 
Entering Unmasked Estep 
Score: -32506690.000000 Penalty: 6222.895020
	Iteration 19Q: 3 clusters Score -3.250669e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154145 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -32507526.000000 Penalty: 6222.895020
	Iteration 20F: 3 clusters Score -3.250753e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155719 members 
Mstep: Class 2 contains 125295 members 
Entering Unmasked Estep 
Score: -32508340.000000 Penalty: 6222.895020
	Iteration 21Q: 3 clusters Score -3.250834e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157252 members 
Mstep: Class 2 contains 123762 members 
Entering Unmasked Estep 
Score: -32508922.000000 Penalty: 6222.895020
	Iteration 22Q: 3 clusters Score -3.250892e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158651 members 
Mstep: Class 2 contains 122363 members 
Entering Unmasked Estep 
Score: -32509552.000000 Penalty: 6222.895020
	Iteration 23Q: 3 clusters Score -3.250955e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159910 members 
Mstep: Class 2 contains 121104 members 
Entering Unmasked Estep 
Score: -32510190.000000 Penalty: 6222.895020
	Iteration 24Q: 3 clusters Score -3.251019e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161091 members 
Mstep: Class 2 contains 119923 members 
Entering Unmasked Estep 
Score: -32510716.000000 Penalty: 6222.895020
	Iteration 25Q: 3 clusters Score -3.251072e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162134 members 
Mstep: Class 2 contains 118880 members 
Entering Unmasked Estep 
Score: -32511188.000000 Penalty: 6222.895020
	Iteration 26Q: 3 clusters Score -3.251119e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163169 members 
Mstep: Class 2 contains 117845 members 
Entering Unmasked Estep 
Score: -32511504.000000 Penalty: 6222.895020
	Iteration 27Q: 3 clusters Score -3.25115e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164192 members 
Mstep: Class 2 contains 116822 members 
Entering Unmasked Estep 
Score: -32511618.000000 Penalty: 6222.895020
	Iteration 28Q: 3 clusters Score -3.251162e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165218 members 
Mstep: Class 2 contains 115796 members 
Entering Unmasked Estep 
Score: -32511738.000000 Penalty: 6222.895020
	Iteration 29Q: 3 clusters Score -3.251174e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166236 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -32511814.000000 Penalty: 6222.895020
	Iteration 30Q: 3 clusters Score -3.251181e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167368 members 
Mstep: Class 2 contains 113646 members 
Entering Unmasked Estep 
Score: -32512020.000000 Penalty: 6222.895020
	Iteration 31Q: 3 clusters Score -3.251202e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168543 members 
Mstep: Class 2 contains 112471 members 
Entering Unmasked Estep 
Score: -32512134.000000 Penalty: 6222.895020
	Iteration 32Q: 3 clusters Score -3.251213e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169712 members 
Mstep: Class 2 contains 111302 members 
Entering Unmasked Estep 
Score: -32512224.000000 Penalty: 6222.895020
	Iteration 33Q: 3 clusters Score -3.251222e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170889 members 
Mstep: Class 2 contains 110125 members 
Entering Unmasked Estep 
Score: -32512378.000000 Penalty: 6222.895020
	Iteration 34Q: 3 clusters Score -3.251238e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172125 members 
Mstep: Class 2 contains 108889 members 
Entering Unmasked Estep 
Score: -32512664.000000 Penalty: 6222.895020
	Iteration 35Q: 3 clusters Score -3.251266e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173393 members 
Mstep: Class 2 contains 107621 members 
Entering Unmasked Estep 
Score: -32512784.000000 Penalty: 6222.895020
	Iteration 36Q: 3 clusters Score -3.251278e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174805 members 
Mstep: Class 2 contains 106209 members 
Entering Unmasked Estep 
Score: -32512946.000000 Penalty: 6222.895020
	Iteration 37Q: 3 clusters Score -3.251295e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176405 members 
Mstep: Class 2 contains 104609 members 
Entering Unmasked Estep 
Score: -32513160.000000 Penalty: 6222.895020
	Iteration 38Q: 3 clusters Score -3.251316e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178195 members 
Mstep: Class 2 contains 102819 members 
Entering Unmasked Estep 
Score: -32513230.000000 Penalty: 6222.895020
	Iteration 39Q: 3 clusters Score -3.251323e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180073 members 
Mstep: Class 2 contains 100941 members 
Entering Unmasked Estep 
Score: -32513290.000000 Penalty: 6222.895020
	Iteration 40F: 3 clusters Score -3.251329e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181972 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -32513334.000000 Penalty: 6222.895020
	Iteration 41Q: 3 clusters Score -3.251333e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184005 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
Score: -32513284.000000 Penalty: 6222.895020
	Iteration 42Q: 3 clusters Score -3.251328e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186192 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -32513436.000000 Penalty: 6222.895020
	Iteration 43Q: 3 clusters Score -3.251344e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188539 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -32513448.000000 Penalty: 6222.895020
	Iteration 44Q: 3 clusters Score -3.251345e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190921 members 
Mstep: Class 2 contains 90093 members 
Entering Unmasked Estep 
Score: -32513726.000000 Penalty: 6222.895020
	Iteration 45Q: 3 clusters Score -3.251373e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193328 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -32513840.000000 Penalty: 6222.895020
	Iteration 46Q: 3 clusters Score -3.251384e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195756 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -32513990.000000 Penalty: 6222.895020
	Iteration 47Q: 3 clusters Score -3.251399e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198255 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -32514164.000000 Penalty: 6222.895020
	Iteration 48Q: 3 clusters Score -3.251416e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200834 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -32514324.000000 Penalty: 6222.895020
	Iteration 49Q: 3 clusters Score -3.251432e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203460 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -32514444.000000 Penalty: 6222.895020
	Iteration 50Q: 3 clusters Score -3.251444e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206050 members 
Mstep: Class 2 contains 74964 members 
Entering Unmasked Estep 
Score: -32514580.000000 Penalty: 6222.895020
	Iteration 51Q: 3 clusters Score -3.251458e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208628 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -32514754.000000 Penalty: 6222.895020
	Iteration 52Q: 3 clusters Score -3.251475e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211294 members 
Mstep: Class 2 contains 69720 members 
Entering Unmasked Estep 
Score: -32514876.000000 Penalty: 6222.895020
	Iteration 53Q: 3 clusters Score -3.251488e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214018 members 
Mstep: Class 2 contains 66996 members 
Entering Unmasked Estep 
Score: -32514950.000000 Penalty: 6222.895020
	Iteration 54Q: 3 clusters Score -3.251495e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216698 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -32515034.000000 Penalty: 6222.895020
	Iteration 55Q: 3 clusters Score -3.251503e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219352 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -32514954.000000 Penalty: 6222.895020
	Iteration 56Q: 3 clusters Score -3.251495e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222025 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -32514776.000000 Penalty: 6222.895020
	Iteration 57Q: 3 clusters Score -3.251478e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224627 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -32514718.000000 Penalty: 6222.895020
	Iteration 58Q: 3 clusters Score -3.251472e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227126 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -32514602.000000 Penalty: 6222.895020
	Iteration 59Q: 3 clusters Score -3.25146e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229555 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -32514546.000000 Penalty: 6222.895020
	Iteration 60F: 3 clusters Score -3.251455e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231939 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -32515006.000000 Penalty: 6222.895020
	Iteration 61Q: 3 clusters Score -3.251501e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234349 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -32515028.000000 Penalty: 6222.895020
	Iteration 62Q: 3 clusters Score -3.251503e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236616 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -32514892.000000 Penalty: 6222.895020
	Iteration 63Q: 3 clusters Score -3.251489e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238860 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -32514812.000000 Penalty: 6222.895020
	Iteration 64Q: 3 clusters Score -3.251481e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241061 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -32514890.000000 Penalty: 6222.895020
	Iteration 65Q: 3 clusters Score -3.251489e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243186 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -32514930.000000 Penalty: 6222.895020
	Iteration 66Q: 3 clusters Score -3.251493e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245279 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -32514988.000000 Penalty: 6222.895020
	Iteration 67Q: 3 clusters Score -3.251499e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247338 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -32514996.000000 Penalty: 6222.895020
	Iteration 68Q: 3 clusters Score -3.2515e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249323 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -32515168.000000 Penalty: 6222.895020
	Iteration 69Q: 3 clusters Score -3.251517e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251217 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -32515204.000000 Penalty: 6222.895020
	Iteration 70Q: 3 clusters Score -3.25152e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253030 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -32515164.000000 Penalty: 6222.895020
	Iteration 71Q: 3 clusters Score -3.251516e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254748 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -32515300.000000 Penalty: 6222.895020
	Iteration 72Q: 3 clusters Score -3.25153e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256402 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -32515396.000000 Penalty: 6222.895020
	Iteration 73Q: 3 clusters Score -3.25154e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258009 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -32515522.000000 Penalty: 6222.895020
	Iteration 74Q: 3 clusters Score -3.251552e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259513 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -32515646.000000 Penalty: 6222.895020
	Iteration 75Q: 3 clusters Score -3.251565e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260959 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -32515656.000000 Penalty: 6222.895020
	Iteration 76Q: 3 clusters Score -3.251566e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262249 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -32515726.000000 Penalty: 6222.895020
	Iteration 77Q: 3 clusters Score -3.251573e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263461 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -32515722.000000 Penalty: 6222.895020
	Iteration 78Q: 3 clusters Score -3.251572e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264641 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -32515962.000000 Penalty: 6222.895020
	Iteration 79Q: 3 clusters Score -3.251596e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265732 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -32516210.000000 Penalty: 6222.895020
	Iteration 80F: 3 clusters Score -3.251621e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266793 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -32516368.000000 Penalty: 6222.895020
	Iteration 81Q: 3 clusters Score -3.251637e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267753 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -32516506.000000 Penalty: 6222.895020
	Iteration 82Q: 3 clusters Score -3.251651e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268680 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -32516558.000000 Penalty: 6222.895020
	Iteration 83Q: 3 clusters Score -3.251656e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269539 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -32516750.000000 Penalty: 6222.895020
	Iteration 84Q: 3 clusters Score -3.251675e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270340 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -32516844.000000 Penalty: 6222.895020
	Iteration 85Q: 3 clusters Score -3.251684e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271046 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -32516862.000000 Penalty: 6222.895020
	Iteration 86Q: 3 clusters Score -3.251686e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271727 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -32516782.000000 Penalty: 6222.895020
	Iteration 87Q: 3 clusters Score -3.251678e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272327 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -32516794.000000 Penalty: 6222.895020
	Iteration 88Q: 3 clusters Score -3.251679e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272848 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -32516840.000000 Penalty: 6222.895020
	Iteration 89Q: 3 clusters Score -3.251684e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273327 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -32516774.000000 Penalty: 6222.895020
	Iteration 90Q: 3 clusters Score -3.251677e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273775 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -32516784.000000 Penalty: 6222.895020
	Iteration 91Q: 3 clusters Score -3.251678e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274185 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -32516904.000000 Penalty: 6222.895020
	Iteration 92Q: 3 clusters Score -3.25169e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274534 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -32517040.000000 Penalty: 6222.895020
	Iteration 93Q: 3 clusters Score -3.251704e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274860 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -32516952.000000 Penalty: 6222.895020
	Iteration 94Q: 3 clusters Score -3.251695e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275167 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -32516958.000000 Penalty: 6222.895020
	Iteration 95Q: 3 clusters Score -3.251696e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275467 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -32516994.000000 Penalty: 6222.895020
	Iteration 96Q: 3 clusters Score -3.251699e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275741 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -32517038.000000 Penalty: 6222.895020
	Iteration 97Q: 3 clusters Score -3.251704e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275973 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -32517004.000000 Penalty: 6222.895020
	Iteration 98Q: 3 clusters Score -3.2517e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276199 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -32516962.000000 Penalty: 6222.895020
	Iteration 99Q: 3 clusters Score -3.251696e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276391 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -32517010.000000 Penalty: 6222.895020
	Iteration 100F: 3 clusters Score -3.251701e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276576 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -32517012.000000 Penalty: 6222.895020
	Iteration 101Q: 3 clusters Score -3.251701e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276718 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -32517088.000000 Penalty: 6222.895020
	Iteration 102Q: 3 clusters Score -3.251709e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276846 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -32517150.000000 Penalty: 6222.895020
	Iteration 103Q: 3 clusters Score -3.251715e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276954 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -32517160.000000 Penalty: 6222.895020
	Iteration 104Q: 3 clusters Score -3.251716e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277046 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -32517182.000000 Penalty: 6222.895020
	Iteration 105Q: 3 clusters Score -3.251718e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277115 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -32517196.000000 Penalty: 6222.895020
	Iteration 106Q: 3 clusters Score -3.25172e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277185 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -32517170.000000 Penalty: 6222.895020
	Iteration 107Q: 3 clusters Score -3.251717e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277241 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -32517192.000000 Penalty: 6222.895020
	Iteration 108Q: 3 clusters Score -3.251719e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277302 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -32517204.000000 Penalty: 6222.895020
	Iteration 109Q: 3 clusters Score -3.25172e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277365 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -32517198.000000 Penalty: 6222.895020
	Iteration 110Q: 3 clusters Score -3.25172e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277416 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -32517228.000000 Penalty: 6222.895020
	Iteration 111Q: 3 clusters Score -3.251723e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277457 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -32517200.000000 Penalty: 6222.895020
	Iteration 112Q: 3 clusters Score -3.25172e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277490 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -32517208.000000 Penalty: 6222.895020
	Iteration 113Q: 3 clusters Score -3.251721e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277521 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -32517188.000000 Penalty: 6222.895020
	Iteration 114Q: 3 clusters Score -3.251719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277546 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -32517184.000000 Penalty: 6222.895020
	Iteration 115Q: 3 clusters Score -3.251718e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277582 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -32517184.000000 Penalty: 6222.895020
	Iteration 116Q: 3 clusters Score -3.251718e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277618 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -32517194.000000 Penalty: 6222.895020
	Iteration 117Q: 3 clusters Score -3.251719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277640 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -32517204.000000 Penalty: 6222.895020
	Iteration 118Q: 3 clusters Score -3.25172e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277661 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -32517180.000000 Penalty: 6222.895020
	Iteration 119Q: 3 clusters Score -3.251718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277681 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -32517192.000000 Penalty: 6222.895020
	Iteration 120F: 3 clusters Score -3.251719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277702 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -32517184.000000 Penalty: 6222.895020
	Iteration 121Q: 3 clusters Score -3.251718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277718 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -32517184.000000 Penalty: 6222.895020
	Iteration 122Q: 3 clusters Score -3.251718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277737 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -32517196.000000 Penalty: 6222.895020
	Iteration 123Q: 3 clusters Score -3.25172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277762 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -32517174.000000 Penalty: 6222.895020
	Iteration 124Q: 3 clusters Score -3.251717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277787 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -32517200.000000 Penalty: 6222.895020
	Iteration 125Q: 3 clusters Score -3.25172e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277812 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -32517208.000000 Penalty: 6222.895020
	Iteration 126Q: 3 clusters Score -3.251721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277829 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -32517194.000000 Penalty: 6222.895020
	Iteration 127Q: 3 clusters Score -3.251719e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277855 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -32517220.000000 Penalty: 6222.895020
	Iteration 128Q: 3 clusters Score -3.251722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277874 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -32517220.000000 Penalty: 6222.895020
	Iteration 129Q: 3 clusters Score -3.251722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277894 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -32517226.000000 Penalty: 6222.895020
	Iteration 130Q: 3 clusters Score -3.251723e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277915 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -32517236.000000 Penalty: 6222.895020
	Iteration 131Q: 3 clusters Score -3.251724e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277948 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -32517242.000000 Penalty: 6222.895020
	Iteration 132Q: 3 clusters Score -3.251724e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277975 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -32517248.000000 Penalty: 6222.895020
	Iteration 133Q: 3 clusters Score -3.251725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278003 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -32517260.000000 Penalty: 6222.895020
	Iteration 134Q: 3 clusters Score -3.251726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278027 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -32517256.000000 Penalty: 6222.895020
	Iteration 135Q: 3 clusters Score -3.251726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278050 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -32517236.000000 Penalty: 6222.895020
	Iteration 136Q: 3 clusters Score -3.251724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278070 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -32517268.000000 Penalty: 6222.895020
	Iteration 137Q: 3 clusters Score -3.251727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278088 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -32517272.000000 Penalty: 6222.895020
	Iteration 138Q: 3 clusters Score -3.251727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278103 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -32517254.000000 Penalty: 6222.895020
	Iteration 139Q: 3 clusters Score -3.251725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278117 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -32517236.000000 Penalty: 6222.895020
	Iteration 140F: 3 clusters Score -3.251724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278130 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -32517250.000000 Penalty: 6222.895020
	Iteration 141Q: 3 clusters Score -3.251725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278148 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -32517242.000000 Penalty: 6222.895020
	Iteration 142Q: 3 clusters Score -3.251724e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278167 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -32517210.000000 Penalty: 6222.895020
	Iteration 143Q: 3 clusters Score -3.251721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278177 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -32517216.000000 Penalty: 6222.895020
	Iteration 144Q: 3 clusters Score -3.251722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278192 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -32517218.000000 Penalty: 6222.895020
	Iteration 145Q: 3 clusters Score -3.251722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278210 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -32517248.000000 Penalty: 6222.895020
	Iteration 146Q: 3 clusters Score -3.251725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278225 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -32517232.000000 Penalty: 6222.895020
	Iteration 147Q: 3 clusters Score -3.251723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278240 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -32517232.000000 Penalty: 6222.895020
	Iteration 148Q: 3 clusters Score -3.251723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278256 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -32517230.000000 Penalty: 6222.895020
	Iteration 149Q: 3 clusters Score -3.251723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278274 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -32517252.000000 Penalty: 6222.895020
	Iteration 150Q: 3 clusters Score -3.251725e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278296 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -32517264.000000 Penalty: 6222.895020
	Iteration 151Q: 3 clusters Score -3.251726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278316 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -32517234.000000 Penalty: 6222.895020
	Iteration 152Q: 3 clusters Score -3.251723e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278336 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -32517236.000000 Penalty: 6222.895020
	Iteration 153Q: 3 clusters Score -3.251724e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278358 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -32517252.000000 Penalty: 6222.895020
	Iteration 154Q: 3 clusters Score -3.251725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278371 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -32517224.000000 Penalty: 6222.895020
	Iteration 155Q: 3 clusters Score -3.251722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278385 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -32517210.000000 Penalty: 6222.895020
	Iteration 156Q: 3 clusters Score -3.251721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278399 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -32517212.000000 Penalty: 6222.895020
	Iteration 157Q: 3 clusters Score -3.251721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278415 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -32517220.000000 Penalty: 6222.895020
	Iteration 158Q: 3 clusters Score -3.251722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278429 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -32517236.000000 Penalty: 6222.895020
	Iteration 159Q: 3 clusters Score -3.251724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278448 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -32517272.000000 Penalty: 6222.895020
	Iteration 160F: 3 clusters Score -3.251727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278467 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -32517276.000000 Penalty: 6222.895020
	Iteration 161Q: 3 clusters Score -3.251728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278484 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -32517260.000000 Penalty: 6222.895020
	Iteration 162Q: 3 clusters Score -3.251726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278493 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -32517276.000000 Penalty: 6222.895020
	Iteration 163Q: 3 clusters Score -3.251728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278500 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -32517282.000000 Penalty: 6222.895020
	Iteration 164Q: 3 clusters Score -3.251728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278511 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -32517276.000000 Penalty: 6222.895020
	Iteration 165Q: 3 clusters Score -3.251728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278521 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -32517270.000000 Penalty: 6222.895020
	Iteration 166Q: 3 clusters Score -3.251727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278532 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -32517276.000000 Penalty: 6222.895020
	Iteration 167Q: 3 clusters Score -3.251728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278542 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -32517272.000000 Penalty: 6222.895020
	Iteration 168Q: 3 clusters Score -3.251727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278548 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -32517306.000000 Penalty: 6222.895020
	Iteration 169Q: 3 clusters Score -3.251731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278556 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -32517280.000000 Penalty: 6222.895020
	Iteration 170Q: 3 clusters Score -3.251728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278560 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -32517276.000000 Penalty: 6222.895020
	Iteration 171Q: 3 clusters Score -3.251728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278566 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -32517298.000000 Penalty: 6222.895020
	Iteration 172Q: 3 clusters Score -3.25173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278574 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -32517296.000000 Penalty: 6222.895020
	Iteration 173Q: 3 clusters Score -3.25173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278579 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -32517280.000000 Penalty: 6222.895020
	Iteration 174Q: 3 clusters Score -3.251728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278582 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -32517280.000000 Penalty: 6222.895020
	Iteration 175Q: 3 clusters Score -3.251728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278586 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -32517248.000000 Penalty: 6222.895020
	Iteration 176Q: 3 clusters Score -3.251725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278588 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -32517274.000000 Penalty: 6222.895020
	Iteration 177Q: 3 clusters Score -3.251727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278594 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -32517268.000000 Penalty: 6222.895020
	Iteration 178Q: 3 clusters Score -3.251727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278600 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -32517280.000000 Penalty: 6222.895020
	Iteration 179Q: 3 clusters Score -3.251728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278603 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -32517284.000000 Penalty: 6222.895020
	Iteration 180F: 3 clusters Score -3.251728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278605 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -32517270.000000 Penalty: 6222.895020
	Iteration 181Q: 3 clusters Score -3.251727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278611 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -32517268.000000 Penalty: 6222.895020
	Iteration 182Q: 3 clusters Score -3.251727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278616 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -32517286.000000 Penalty: 6222.895020
	Iteration 183Q: 3 clusters Score -3.251729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278617 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -32517260.000000 Penalty: 6222.895020
	Iteration 184Q: 3 clusters Score -3.251726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278617 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -32517260.000000 Penalty: 6222.895020
	Iteration 185Q: 3 clusters Score -3.251726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278619 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -32517264.000000 Penalty: 6222.895020
	Iteration 186Q: 3 clusters Score -3.251726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278620 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -32517276.000000 Penalty: 6222.895020
	Iteration 187Q: 3 clusters Score -3.251728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278621 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -32517274.000000 Penalty: 6222.895020
	Iteration 188Q: 3 clusters Score -3.251727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278622 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -32517276.000000 Penalty: 6222.895020
	Iteration 189Q: 3 clusters Score -3.251728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278623 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -32517258.000000 Penalty: 6222.895020
	Iteration 190Q: 3 clusters Score -3.251726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278624 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -32517268.000000 Penalty: 6222.895020
	Iteration 191Q: 3 clusters Score -3.251727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278626 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -32517288.000000 Penalty: 6222.895020
	Iteration 192Q: 3 clusters Score -3.251729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278627 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -32517278.000000 Penalty: 6222.895020
	Iteration 193Q: 3 clusters Score -3.251728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278628 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -32517282.000000 Penalty: 6222.895020
	Iteration 194Q: 3 clusters Score -3.251728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278628 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -32517282.000000 Penalty: 6222.895020
	Iteration 195F: 3 clusters Score -3.251728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (198147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198147 members 
Entering Unmasked Estep 
Score: -23117500.000000 Penalty: 3024.797363
	Iteration 0F: 2 clusters Score -2.31175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 98941 members 
Entering Unmasked Estep 
Score: -22992486.000000 Penalty: 6049.594727
	Iteration 0F: 3 clusters Score -2.299249e+07 nChanged 95569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102051 members 
Mstep: Class 2 contains 96096 members 
Entering Unmasked Estep 
Score: -23048540.000000 Penalty: 6049.594727
	Iteration 1F: 3 clusters Score -2.304854e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103995 members 
Mstep: Class 2 contains 94152 members 
Entering Unmasked Estep 
Score: -23049982.000000 Penalty: 6049.594727
	Iteration 2Q: 3 clusters Score -2.304998e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107088 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -23052010.000000 Penalty: 6049.594727
	Iteration 3Q: 3 clusters Score -2.305201e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111785 members 
Mstep: Class 2 contains 86362 members 
Entering Unmasked Estep 
Score: -23054546.000000 Penalty: 6049.594727
	Iteration 4Q: 3 clusters Score -2.305455e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118666 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -23058426.000000 Penalty: 6049.594727
	Iteration 5Q: 3 clusters Score -2.305843e+07 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128364 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -23064412.000000 Penalty: 6049.594727
	Iteration 6F: 3 clusters Score -2.306441e+07 nChanged 13413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141065 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -23073166.000000 Penalty: 6049.594727
	Iteration 7F: 3 clusters Score -2.307317e+07 nChanged 14933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155800 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -23084764.000000 Penalty: 6049.594727
	Iteration 8F: 3 clusters Score -2.308476e+07 nChanged 14346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170092 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -23096730.000000 Penalty: 6049.594727
	Iteration 9F: 3 clusters Score -2.309673e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181491 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -23105620.000000 Penalty: 6049.594727
	Iteration 10F: 3 clusters Score -2.310562e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188910 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -23110990.000000 Penalty: 6049.594727
	Iteration 11Q: 3 clusters Score -2.311099e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192882 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -23113380.000000 Penalty: 6049.594727
	Iteration 12Q: 3 clusters Score -2.311338e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194780 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -23114444.000000 Penalty: 6049.594727
	Iteration 13Q: 3 clusters Score -2.311444e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195669 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -23114842.000000 Penalty: 6049.594727
	Iteration 14Q: 3 clusters Score -2.311484e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196138 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -23115024.000000 Penalty: 6049.594727
	Iteration 15Q: 3 clusters Score -2.311502e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196385 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -23115166.000000 Penalty: 6049.594727
	Iteration 16Q: 3 clusters Score -2.311517e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196549 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -23115210.000000 Penalty: 6049.594727
	Iteration 17Q: 3 clusters Score -2.311521e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196672 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -23115280.000000 Penalty: 6049.594727
	Iteration 18Q: 3 clusters Score -2.311528e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196757 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -23115360.000000 Penalty: 6049.594727
	Iteration 19Q: 3 clusters Score -2.311536e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196809 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -23115384.000000 Penalty: 6049.594727
	Iteration 20F: 3 clusters Score -2.311538e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196863 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -23115416.000000 Penalty: 6049.594727
	Iteration 21Q: 3 clusters Score -2.311542e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196902 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -23115464.000000 Penalty: 6049.594727
	Iteration 22Q: 3 clusters Score -2.311546e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196922 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -23115540.000000 Penalty: 6049.594727
	Iteration 23Q: 3 clusters Score -2.311554e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196930 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -23115562.000000 Penalty: 6049.594727
	Iteration 24Q: 3 clusters Score -2.311556e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196944 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -23115588.000000 Penalty: 6049.594727
	Iteration 25Q: 3 clusters Score -2.311559e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196959 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -23115598.000000 Penalty: 6049.594727
	Iteration 26Q: 3 clusters Score -2.31156e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196969 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -23115612.000000 Penalty: 6049.594727
	Iteration 27Q: 3 clusters Score -2.311561e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196975 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -23115620.000000 Penalty: 6049.594727
	Iteration 28Q: 3 clusters Score -2.311562e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196981 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -23115688.000000 Penalty: 6049.594727
	Iteration 29Q: 3 clusters Score -2.311569e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196981 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -23115726.000000 Penalty: 6049.594727
	Iteration 30Q: 3 clusters Score -2.311573e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196976 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -23115748.000000 Penalty: 6049.594727
	Iteration 31Q: 3 clusters Score -2.311575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196978 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -23115760.000000 Penalty: 6049.594727
	Iteration 32Q: 3 clusters Score -2.311576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196977 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -23115760.000000 Penalty: 6049.594727
	Iteration 33Q: 3 clusters Score -2.311576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196974 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -23115760.000000 Penalty: 6049.594727
	Iteration 34Q: 3 clusters Score -2.311576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196973 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -23115742.000000 Penalty: 6049.594727
	Iteration 35Q: 3 clusters Score -2.311574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196970 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -23115772.000000 Penalty: 6049.594727
	Iteration 36Q: 3 clusters Score -2.311577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196973 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -23115792.000000 Penalty: 6049.594727
	Iteration 37Q: 3 clusters Score -2.311579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196973 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -23115778.000000 Penalty: 6049.594727
	Iteration 38Q: 3 clusters Score -2.311578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196975 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -23115790.000000 Penalty: 6049.594727
	Iteration 39Q: 3 clusters Score -2.311579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196975 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -23115786.000000 Penalty: 6049.594727
	Iteration 40F: 3 clusters Score -2.311579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196976 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -23115776.000000 Penalty: 6049.594727
	Iteration 41Q: 3 clusters Score -2.311578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196977 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -23115786.000000 Penalty: 6049.594727
	Iteration 42Q: 3 clusters Score -2.311579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196981 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -23115782.000000 Penalty: 6049.594727
	Iteration 43Q: 3 clusters Score -2.311578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196981 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -23115772.000000 Penalty: 6049.594727
	Iteration 44Q: 3 clusters Score -2.311577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196983 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -23115788.000000 Penalty: 6049.594727
	Iteration 45Q: 3 clusters Score -2.311579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196983 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -23115782.000000 Penalty: 6049.594727
	Iteration 46Q: 3 clusters Score -2.311578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196986 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -23115790.000000 Penalty: 6049.594727
	Iteration 47Q: 3 clusters Score -2.311579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196988 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -23115782.000000 Penalty: 6049.594727
	Iteration 48Q: 3 clusters Score -2.311578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196990 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23115792.000000 Penalty: 6049.594727
	Iteration 49Q: 3 clusters Score -2.311579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196990 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23115798.000000 Penalty: 6049.594727
	Iteration 50Q: 3 clusters Score -2.31158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196989 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -23115800.000000 Penalty: 6049.594727
	Iteration 51Q: 3 clusters Score -2.31158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196987 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -23115814.000000 Penalty: 6049.594727
	Iteration 52Q: 3 clusters Score -2.311581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196990 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23115802.000000 Penalty: 6049.594727
	Iteration 53Q: 3 clusters Score -2.31158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196992 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -23115808.000000 Penalty: 6049.594727
	Iteration 54Q: 3 clusters Score -2.311581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196993 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -23115820.000000 Penalty: 6049.594727
	Iteration 55Q: 3 clusters Score -2.311582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196990 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23115828.000000 Penalty: 6049.594727
	Iteration 56Q: 3 clusters Score -2.311583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196991 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -23115822.000000 Penalty: 6049.594727
	Iteration 57Q: 3 clusters Score -2.311582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196991 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -23115806.000000 Penalty: 6049.594727
	Iteration 58Q: 3 clusters Score -2.311581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196990 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23115820.000000 Penalty: 6049.594727
	Iteration 59Q: 3 clusters Score -2.311582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196987 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -23115828.000000 Penalty: 6049.594727
	Iteration 60F: 3 clusters Score -2.311583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196985 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -23115812.000000 Penalty: 6049.594727
	Iteration 61Q: 3 clusters Score -2.311581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196982 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -23115828.000000 Penalty: 6049.594727
	Iteration 62Q: 3 clusters Score -2.311583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196980 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -23115820.000000 Penalty: 6049.594727
	Iteration 63Q: 3 clusters Score -2.311582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196978 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -23115816.000000 Penalty: 6049.594727
	Iteration 64Q: 3 clusters Score -2.311582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196975 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -23115812.000000 Penalty: 6049.594727
	Iteration 65Q: 3 clusters Score -2.311581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196974 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -23115830.000000 Penalty: 6049.594727
	Iteration 66Q: 3 clusters Score -2.311583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196975 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -23115816.000000 Penalty: 6049.594727
	Iteration 67Q: 3 clusters Score -2.311582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196976 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -23115812.000000 Penalty: 6049.594727
	Iteration 68Q: 3 clusters Score -2.311581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196975 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -23115816.000000 Penalty: 6049.594727
	Iteration 69Q: 3 clusters Score -2.311582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196974 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -23115816.000000 Penalty: 6049.594727
	Iteration 70Q: 3 clusters Score -2.311582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196973 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -23115816.000000 Penalty: 6049.594727
	Iteration 71Q: 3 clusters Score -2.311582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196973 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -23115816.000000 Penalty: 6049.594727
	Iteration 72F: 3 clusters Score -2.311582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Entering Unmasked Estep 
Score: -1703287.625000 Penalty: 2374.836914
	Iteration 0F: 2 clusters Score -1703288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1692714.625000 Penalty: 4749.673828
	Iteration 0F: 3 clusters Score -1692715 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1696014.750000 Penalty: 4749.673828
	Iteration 1F: 3 clusters Score -1696015 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1696302.375000 Penalty: 4749.673828
	Iteration 2F: 3 clusters Score -1696302 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1696529.000000 Penalty: 4749.673828
	Iteration 3Q: 3 clusters Score -1696529 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1696693.750000 Penalty: 4749.673828
	Iteration 4Q: 3 clusters Score -1696694 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1696829.875000 Penalty: 4749.673828
	Iteration 5Q: 3 clusters Score -1696830 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1696955.750000 Penalty: 4749.673828
	Iteration 6Q: 3 clusters Score -1696956 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1697058.750000 Penalty: 4749.673828
	Iteration 7Q: 3 clusters Score -1697059 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1697168.375000 Penalty: 4749.673828
	Iteration 8Q: 3 clusters Score -1697168 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1697293.750000 Penalty: 4749.673828
	Iteration 9Q: 3 clusters Score -1697294 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1697437.125000 Penalty: 4749.673828
	Iteration 10Q: 3 clusters Score -1697437 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1697625.125000 Penalty: 4749.673828
	Iteration 11Q: 3 clusters Score -1697625 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1697886.125000 Penalty: 4749.673828
	Iteration 12Q: 3 clusters Score -1697886 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1698196.750000 Penalty: 4749.673828
	Iteration 13Q: 3 clusters Score -1698197 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1698600.875000 Penalty: 4749.673828
	Iteration 14Q: 3 clusters Score -1698601 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1699067.875000 Penalty: 4749.673828
	Iteration 15Q: 3 clusters Score -1699068 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1699610.750000 Penalty: 4749.673828
	Iteration 16Q: 3 clusters Score -1699611 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1700168.000000 Penalty: 4749.673828
	Iteration 17Q: 3 clusters Score -1700168 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1700575.375000 Penalty: 4749.673828
	Iteration 18Q: 3 clusters Score -1700575 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1700804.375000 Penalty: 4749.673828
	Iteration 19Q: 3 clusters Score -1700804 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1700942.375000 Penalty: 4749.673828
	Iteration 20F: 3 clusters Score -1700942 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1701017.625000 Penalty: 4749.673828
	Iteration 21Q: 3 clusters Score -1701018 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1701075.500000 Penalty: 4749.673828
	Iteration 22Q: 3 clusters Score -1701076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1701115.875000 Penalty: 4749.673828
	Iteration 23Q: 3 clusters Score -1701116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1701149.625000 Penalty: 4749.673828
	Iteration 24Q: 3 clusters Score -1701150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1701167.750000 Penalty: 4749.673828
	Iteration 25Q: 3 clusters Score -1701168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1701180.875000 Penalty: 4749.673828
	Iteration 26Q: 3 clusters Score -1701181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1701195.500000 Penalty: 4749.673828
	Iteration 27Q: 3 clusters Score -1701196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1701207.500000 Penalty: 4749.673828
	Iteration 28Q: 3 clusters Score -1701208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1701220.500000 Penalty: 4749.673828
	Iteration 29Q: 3 clusters Score -1701220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1701239.125000 Penalty: 4749.673828
	Iteration 30Q: 3 clusters Score -1701239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1701252.750000 Penalty: 4749.673828
	Iteration 31Q: 3 clusters Score -1701253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1701257.625000 Penalty: 4749.673828
	Iteration 32Q: 3 clusters Score -1701258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1701267.500000 Penalty: 4749.673828
	Iteration 33Q: 3 clusters Score -1701268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1701275.250000 Penalty: 4749.673828
	Iteration 34Q: 3 clusters Score -1701275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1701281.750000 Penalty: 4749.673828
	Iteration 35Q: 3 clusters Score -1701282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1701287.125000 Penalty: 4749.673828
	Iteration 36Q: 3 clusters Score -1701287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1701293.625000 Penalty: 4749.673828
	Iteration 37Q: 3 clusters Score -1701294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1701293.875000 Penalty: 4749.673828
	Iteration 38Q: 3 clusters Score -1701294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1701297.625000 Penalty: 4749.673828
	Iteration 39Q: 3 clusters Score -1701298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1701298.500000 Penalty: 4749.673828
	Iteration 40F: 3 clusters Score -1701298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1701297.625000 Penalty: 4749.673828
	Iteration 41Q: 3 clusters Score -1701298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1701298.625000 Penalty: 4749.673828
	Iteration 42Q: 3 clusters Score -1701299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1701299.375000 Penalty: 4749.673828
	Iteration 43Q: 3 clusters Score -1701299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1701298.000000 Penalty: 4749.673828
	Iteration 44Q: 3 clusters Score -1701298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1701298.000000 Penalty: 4749.673828
	Iteration 45F: 3 clusters Score -1701298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Entering Unmasked Estep 
Score: -3354477.250000 Penalty: 2547.861816
	Iteration 0F: 2 clusters Score -3354477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3334603.250000 Penalty: 5095.723633
	Iteration 0F: 3 clusters Score -3334603 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3341830.000000 Penalty: 5095.723633
	Iteration 1F: 3 clusters Score -3341830 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3342421.000000 Penalty: 5095.723633
	Iteration 2F: 3 clusters Score -3342421 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3343087.000000 Penalty: 5095.723633
	Iteration 3Q: 3 clusters Score -3343087 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3343727.500000 Penalty: 5095.723633
	Iteration 4Q: 3 clusters Score -3343728 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3344381.750000 Penalty: 5095.723633
	Iteration 5Q: 3 clusters Score -3344382 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3344970.250000 Penalty: 5095.723633
	Iteration 6Q: 3 clusters Score -3344970 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3345496.500000 Penalty: 5095.723633
	Iteration 7Q: 3 clusters Score -3345496 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3345936.250000 Penalty: 5095.723633
	Iteration 8Q: 3 clusters Score -3345936 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3346388.500000 Penalty: 5095.723633
	Iteration 9Q: 3 clusters Score -3346388 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -3346869.750000 Penalty: 5095.723633
	Iteration 10Q: 3 clusters Score -3346870 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3347461.500000 Penalty: 5095.723633
	Iteration 11Q: 3 clusters Score -3347462 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -3348195.750000 Penalty: 5095.723633
	Iteration 12Q: 3 clusters Score -3348196 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3349024.500000 Penalty: 5095.723633
	Iteration 13Q: 3 clusters Score -3349024 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3349966.500000 Penalty: 5095.723633
	Iteration 14Q: 3 clusters Score -3349966 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3350876.750000 Penalty: 5095.723633
	Iteration 15Q: 3 clusters Score -3350877 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3351624.250000 Penalty: 5095.723633
	Iteration 16Q: 3 clusters Score -3351624 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3352208.000000 Penalty: 5095.723633
	Iteration 17Q: 3 clusters Score -3352208 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3352618.500000 Penalty: 5095.723633
	Iteration 18Q: 3 clusters Score -3352618 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3352842.500000 Penalty: 5095.723633
	Iteration 19Q: 3 clusters Score -3352842 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3352968.750000 Penalty: 5095.723633
	Iteration 20F: 3 clusters Score -3352969 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3353037.250000 Penalty: 5095.723633
	Iteration 21Q: 3 clusters Score -3353037 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3353083.250000 Penalty: 5095.723633
	Iteration 22Q: 3 clusters Score -3353083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3353094.000000 Penalty: 5095.723633
	Iteration 23Q: 3 clusters Score -3353094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3353113.000000 Penalty: 5095.723633
	Iteration 24Q: 3 clusters Score -3353113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3353133.250000 Penalty: 5095.723633
	Iteration 25Q: 3 clusters Score -3353133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3353141.250000 Penalty: 5095.723633
	Iteration 26Q: 3 clusters Score -3353141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3353141.500000 Penalty: 5095.723633
	Iteration 27Q: 3 clusters Score -3353142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3353149.250000 Penalty: 5095.723633
	Iteration 28Q: 3 clusters Score -3353149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3353149.250000 Penalty: 5095.723633
	Iteration 29Q: 3 clusters Score -3353149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3353153.250000 Penalty: 5095.723633
	Iteration 30Q: 3 clusters Score -3353153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3353154.750000 Penalty: 5095.723633
	Iteration 31Q: 3 clusters Score -3353155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3353162.000000 Penalty: 5095.723633
	Iteration 32Q: 3 clusters Score -3353162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3353160.750000 Penalty: 5095.723633
	Iteration 33Q: 3 clusters Score -3353161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3353165.000000 Penalty: 5095.723633
	Iteration 34Q: 3 clusters Score -3353165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3353177.750000 Penalty: 5095.723633
	Iteration 35Q: 3 clusters Score -3353178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3353178.250000 Penalty: 5095.723633
	Iteration 36Q: 3 clusters Score -3353178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3353176.500000 Penalty: 5095.723633
	Iteration 37Q: 3 clusters Score -3353176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3353176.500000 Penalty: 5095.723633
	Iteration 38F: 3 clusters Score -3353176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Entering Unmasked Estep 
Score: -2811286.250000 Penalty: 2501.445801
	Iteration 0F: 2 clusters Score -2811286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2794637.000000 Penalty: 5002.891602
	Iteration 0F: 3 clusters Score -2794637 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2800464.500000 Penalty: 5002.891602
	Iteration 1F: 3 clusters Score -2800464 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2801027.000000 Penalty: 5002.891602
	Iteration 2F: 3 clusters Score -2801027 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2801643.750000 Penalty: 5002.891602
	Iteration 3F: 3 clusters Score -2801644 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2802268.000000 Penalty: 5002.891602
	Iteration 4Q: 3 clusters Score -2802268 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2802960.000000 Penalty: 5002.891602
	Iteration 5F: 3 clusters Score -2802960 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2803773.750000 Penalty: 5002.891602
	Iteration 6F: 3 clusters Score -2803774 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2804803.750000 Penalty: 5002.891602
	Iteration 7F: 3 clusters Score -2804804 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2805925.000000 Penalty: 5002.891602
	Iteration 8F: 3 clusters Score -2805925 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2807088.750000 Penalty: 5002.891602
	Iteration 9F: 3 clusters Score -2807089 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2807884.750000 Penalty: 5002.891602
	Iteration 10Q: 3 clusters Score -2807885 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2808304.250000 Penalty: 5002.891602
	Iteration 11Q: 3 clusters Score -2808304 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2808546.500000 Penalty: 5002.891602
	Iteration 12Q: 3 clusters Score -2808546 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2808699.000000 Penalty: 5002.891602
	Iteration 13Q: 3 clusters Score -2808699 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2808855.000000 Penalty: 5002.891602
	Iteration 14Q: 3 clusters Score -2808855 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2808986.000000 Penalty: 5002.891602
	Iteration 15Q: 3 clusters Score -2808986 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2809123.000000 Penalty: 5002.891602
	Iteration 16Q: 3 clusters Score -2809123 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2809230.000000 Penalty: 5002.891602
	Iteration 17Q: 3 clusters Score -2809230 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2809330.500000 Penalty: 5002.891602
	Iteration 18Q: 3 clusters Score -2809330 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2809401.500000 Penalty: 5002.891602
	Iteration 19Q: 3 clusters Score -2809402 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2809467.250000 Penalty: 5002.891602
	Iteration 20F: 3 clusters Score -2809467 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2809521.000000 Penalty: 5002.891602
	Iteration 21Q: 3 clusters Score -2809521 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2809577.000000 Penalty: 5002.891602
	Iteration 22Q: 3 clusters Score -2809577 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2809622.750000 Penalty: 5002.891602
	Iteration 23Q: 3 clusters Score -2809623 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2809668.250000 Penalty: 5002.891602
	Iteration 24Q: 3 clusters Score -2809668 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2809684.750000 Penalty: 5002.891602
	Iteration 25Q: 3 clusters Score -2809685 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2809726.750000 Penalty: 5002.891602
	Iteration 26Q: 3 clusters Score -2809727 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2809764.250000 Penalty: 5002.891602
	Iteration 27Q: 3 clusters Score -2809764 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2809794.000000 Penalty: 5002.891602
	Iteration 28Q: 3 clusters Score -2809794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2809826.250000 Penalty: 5002.891602
	Iteration 29Q: 3 clusters Score -2809826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2809843.250000 Penalty: 5002.891602
	Iteration 30Q: 3 clusters Score -2809843 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2809860.500000 Penalty: 5002.891602
	Iteration 31Q: 3 clusters Score -2809860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2809873.500000 Penalty: 5002.891602
	Iteration 32Q: 3 clusters Score -2809874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2809883.000000 Penalty: 5002.891602
	Iteration 33Q: 3 clusters Score -2809883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2809876.000000 Penalty: 5002.891602
	Iteration 34Q: 3 clusters Score -2809876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2809882.500000 Penalty: 5002.891602
	Iteration 35Q: 3 clusters Score -2809882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2809890.750000 Penalty: 5002.891602
	Iteration 36Q: 3 clusters Score -2809891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2809905.250000 Penalty: 5002.891602
	Iteration 37Q: 3 clusters Score -2809905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2809909.500000 Penalty: 5002.891602
	Iteration 38Q: 3 clusters Score -2809910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2809916.750000 Penalty: 5002.891602
	Iteration 39Q: 3 clusters Score -2809917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2809923.250000 Penalty: 5002.891602
	Iteration 40F: 3 clusters Score -2809923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2809921.500000 Penalty: 5002.891602
	Iteration 41Q: 3 clusters Score -2809922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2809925.500000 Penalty: 5002.891602
	Iteration 42Q: 3 clusters Score -2809926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2809921.000000 Penalty: 5002.891602
	Iteration 43Q: 3 clusters Score -2809921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2809938.000000 Penalty: 5002.891602
	Iteration 44Q: 3 clusters Score -2809938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2809935.750000 Penalty: 5002.891602
	Iteration 45Q: 3 clusters Score -2809936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2809934.250000 Penalty: 5002.891602
	Iteration 46Q: 3 clusters Score -2809934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2809937.250000 Penalty: 5002.891602
	Iteration 47Q: 3 clusters Score -2809937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2809939.000000 Penalty: 5002.891602
	Iteration 48Q: 3 clusters Score -2809939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2809941.500000 Penalty: 5002.891602
	Iteration 49Q: 3 clusters Score -2809942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2809946.000000 Penalty: 5002.891602
	Iteration 50Q: 3 clusters Score -2809946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2809943.500000 Penalty: 5002.891602
	Iteration 51Q: 3 clusters Score -2809944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2809943.000000 Penalty: 5002.891602
	Iteration 52Q: 3 clusters Score -2809943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2809945.500000 Penalty: 5002.891602
	Iteration 53Q: 3 clusters Score -2809946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2809948.000000 Penalty: 5002.891602
	Iteration 54Q: 3 clusters Score -2809948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2809944.500000 Penalty: 5002.891602
	Iteration 55Q: 3 clusters Score -2809944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2809944.750000 Penalty: 5002.891602
	Iteration 56Q: 3 clusters Score -2809945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2809948.500000 Penalty: 5002.891602
	Iteration 57Q: 3 clusters Score -2809948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2809947.000000 Penalty: 5002.891602
	Iteration 58Q: 3 clusters Score -2809947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2809947.500000 Penalty: 5002.891602
	Iteration 59Q: 3 clusters Score -2809948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2809948.500000 Penalty: 5002.891602
	Iteration 60F: 3 clusters Score -2809948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2809943.500000 Penalty: 5002.891602
	Iteration 61Q: 3 clusters Score -2809944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2809950.500000 Penalty: 5002.891602
	Iteration 62Q: 3 clusters Score -2809950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2809951.750000 Penalty: 5002.891602
	Iteration 63Q: 3 clusters Score -2809952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2809943.250000 Penalty: 5002.891602
	Iteration 64Q: 3 clusters Score -2809943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2809945.500000 Penalty: 5002.891602
	Iteration 65Q: 3 clusters Score -2809946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2809947.250000 Penalty: 5002.891602
	Iteration 66Q: 3 clusters Score -2809947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2809951.750000 Penalty: 5002.891602
	Iteration 67Q: 3 clusters Score -2809952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2809950.250000 Penalty: 5002.891602
	Iteration 68Q: 3 clusters Score -2809950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2809951.500000 Penalty: 5002.891602
	Iteration 69Q: 3 clusters Score -2809952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2809951.500000 Penalty: 5002.891602
	Iteration 70F: 3 clusters Score -2809952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25107 members 
Mstep: Class 4 contains 7527 members 
Mstep: Class 5 contains 14266 members 
Mstep: Class 6 contains 44710 members 
Mstep: Class 7 contains 281014 members 
Mstep: Class 8 contains 198147 members 
Mstep: Class 12 contains 14414 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 19 contains 24016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638400.000000 Penalty: 36522.324219
Iteration 279Q: 12 clusters Score -7.46384e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25094 members 
Mstep: Class 4 contains 7521 members 
Mstep: Class 5 contains 14260 members 
Mstep: Class 6 contains 44719 members 
Mstep: Class 7 contains 280849 members 
Mstep: Class 8 contains 198225 members 
Mstep: Class 12 contains 14388 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 19 contains 24009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638392.000000 Penalty: 36522.324219
Iteration 280F: 12 clusters Score -7.463839e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25083 members 
Mstep: Class 4 contains 7519 members 
Mstep: Class 5 contains 14260 members 
Mstep: Class 6 contains 44716 members 
Mstep: Class 7 contains 280651 members 
Mstep: Class 8 contains 198322 members 
Mstep: Class 12 contains 14366 members 
Mstep: Class 15 contains 28958 members 
Mstep: Class 19 contains 23999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638400.000000 Penalty: 36522.324219
Iteration 281Q: 12 clusters Score -7.46384e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25069 members 
Mstep: Class 4 contains 7517 members 
Mstep: Class 5 contains 14261 members 
Mstep: Class 6 contains 44709 members 
Mstep: Class 7 contains 280458 members 
Mstep: Class 8 contains 198444 members 
Mstep: Class 12 contains 14335 members 
Mstep: Class 15 contains 28956 members 
Mstep: Class 19 contains 23993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638320.000000 Penalty: 36522.324219
Iteration 282Q: 12 clusters Score -7.463832e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25057 members 
Mstep: Class 4 contains 7519 members 
Mstep: Class 5 contains 14257 members 
Mstep: Class 6 contains 44706 members 
Mstep: Class 7 contains 280290 members 
Mstep: Class 8 contains 198521 members 
Mstep: Class 12 contains 14308 members 
Mstep: Class 15 contains 28958 members 
Mstep: Class 19 contains 23992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638272.000000 Penalty: 36522.324219
Iteration 283Q: 12 clusters Score -7.463827e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25048 members 
Mstep: Class 4 contains 7515 members 
Mstep: Class 5 contains 14261 members 
Mstep: Class 6 contains 44705 members 
Mstep: Class 7 contains 280133 members 
Mstep: Class 8 contains 198581 members 
Mstep: Class 12 contains 14275 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 19 contains 23989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638328.000000 Penalty: 36522.324219
Iteration 284Q: 12 clusters Score -7.463833e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25048 members 
Mstep: Class 4 contains 7508 members 
Mstep: Class 5 contains 14267 members 
Mstep: Class 6 contains 44704 members 
Mstep: Class 7 contains 279943 members 
Mstep: Class 8 contains 198660 members 
Mstep: Class 12 contains 14242 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 19 contains 23990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638320.000000 Penalty: 36522.324219
Iteration 285Q: 12 clusters Score -7.463832e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25043 members 
Mstep: Class 4 contains 7504 members 
Mstep: Class 5 contains 14267 members 
Mstep: Class 6 contains 44705 members 
Mstep: Class 7 contains 279784 members 
Mstep: Class 8 contains 198702 members 
Mstep: Class 12 contains 14216 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 19 contains 23994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638344.000000 Penalty: 36522.324219
Iteration 286Q: 12 clusters Score -7.463834e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 25041 members 
Mstep: Class 4 contains 7508 members 
Mstep: Class 5 contains 14273 members 
Mstep: Class 6 contains 44702 members 
Mstep: Class 7 contains 279633 members 
Mstep: Class 8 contains 198715 members 
Mstep: Class 12 contains 14186 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 19 contains 24003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638288.000000 Penalty: 36522.324219
Iteration 287Q: 12 clusters Score -7.463829e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 25027 members 
Mstep: Class 4 contains 7505 members 
Mstep: Class 5 contains 14277 members 
Mstep: Class 6 contains 44699 members 
Mstep: Class 7 contains 279536 members 
Mstep: Class 8 contains 198692 members 
Mstep: Class 12 contains 14164 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 19 contains 24001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638232.000000 Penalty: 36522.324219
Iteration 288Q: 12 clusters Score -7.463823e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 25022 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 14281 members 
Mstep: Class 6 contains 44693 members 
Mstep: Class 7 contains 279450 members 
Mstep: Class 8 contains 198652 members 
Mstep: Class 12 contains 14149 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 19 contains 24009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638280.000000 Penalty: 36522.324219
Iteration 289Q: 12 clusters Score -7.463828e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 25014 members 
Mstep: Class 4 contains 7499 members 
Mstep: Class 5 contains 14283 members 
Mstep: Class 6 contains 44686 members 
Mstep: Class 7 contains 279381 members 
Mstep: Class 8 contains 198602 members 
Mstep: Class 12 contains 14125 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 19 contains 24004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638400.000000 Penalty: 36522.324219
Iteration 290Q: 12 clusters Score -7.46384e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 25014 members 
Mstep: Class 4 contains 7489 members 
Mstep: Class 5 contains 14285 members 
Mstep: Class 6 contains 44682 members 
Mstep: Class 7 contains 279231 members 
Mstep: Class 8 contains 198613 members 
Mstep: Class 12 contains 14100 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 19 contains 24002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638448.000000 Penalty: 36522.324219
Iteration 291Q: 12 clusters Score -7.463845e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 25012 members 
Mstep: Class 4 contains 7480 members 
Mstep: Class 5 contains 14286 members 
Mstep: Class 6 contains 44669 members 
Mstep: Class 7 contains 279064 members 
Mstep: Class 8 contains 198671 members 
Mstep: Class 12 contains 14068 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 19 contains 23998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638296.000000 Penalty: 36522.324219
Iteration 292Q: 12 clusters Score -7.46383e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 25007 members 
Mstep: Class 4 contains 7476 members 
Mstep: Class 5 contains 14278 members 
Mstep: Class 6 contains 44665 members 
Mstep: Class 7 contains 278898 members 
Mstep: Class 8 contains 198714 members 
Mstep: Class 12 contains 14042 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 19 contains 23993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638248.000000 Penalty: 36522.324219
Iteration 293Q: 12 clusters Score -7.463825e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 25005 members 
Mstep: Class 4 contains 7474 members 
Mstep: Class 5 contains 14269 members 
Mstep: Class 6 contains 44666 members 
Mstep: Class 7 contains 278699 members 
Mstep: Class 8 contains 198804 members 
Mstep: Class 12 contains 14016 members 
Mstep: Class 15 contains 28968 members 
Mstep: Class 19 contains 23992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638088.000000 Penalty: 36522.324219
Iteration 294Q: 12 clusters Score -7.463809e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 24998 members 
Mstep: Class 4 contains 7465 members 
Mstep: Class 5 contains 14263 members 
Mstep: Class 6 contains 44671 members 
Mstep: Class 7 contains 278505 members 
Mstep: Class 8 contains 198872 members 
Mstep: Class 12 contains 13985 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 19 contains 23992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638000.000000 Penalty: 36522.324219
Iteration 295Q: 12 clusters Score -7.4638e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 25000 members 
Mstep: Class 4 contains 7460 members 
Mstep: Class 5 contains 14256 members 
Mstep: Class 6 contains 44691 members 
Mstep: Class 7 contains 278242 members 
Mstep: Class 8 contains 198971 members 
Mstep: Class 12 contains 13972 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 19 contains 23994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638088.000000 Penalty: 36522.324219
Iteration 296Q: 12 clusters Score -7.463809e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 24998 members 
Mstep: Class 4 contains 7455 members 
Mstep: Class 5 contains 14249 members 
Mstep: Class 6 contains 44698 members 
Mstep: Class 7 contains 277948 members 
Mstep: Class 8 contains 199100 members 
Mstep: Class 12 contains 13953 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 19 contains 24001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638072.000000 Penalty: 36522.324219
Iteration 297Q: 12 clusters Score -7.463807e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 25002 members 
Mstep: Class 4 contains 7454 members 
Mstep: Class 5 contains 14250 members 
Mstep: Class 6 contains 44705 members 
Mstep: Class 7 contains 277624 members 
Mstep: Class 8 contains 199231 members 
Mstep: Class 12 contains 13938 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 19 contains 24007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637920.000000 Penalty: 36522.324219
Iteration 298Q: 12 clusters Score -7.463792e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 24993 members 
Mstep: Class 4 contains 7453 members 
Mstep: Class 5 contains 14249 members 
Mstep: Class 6 contains 44725 members 
Mstep: Class 7 contains 277217 members 
Mstep: Class 8 contains 199430 members 
Mstep: Class 12 contains 13928 members 
Mstep: Class 15 contains 28971 members 
Mstep: Class 19 contains 24015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637856.000000 Penalty: 36522.324219
Iteration 299Q: 12 clusters Score -7.463786e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 24983 members 
Mstep: Class 4 contains 7449 members 
Mstep: Class 5 contains 14253 members 
Mstep: Class 6 contains 44730 members 
Mstep: Class 7 contains 276796 members 
Mstep: Class 8 contains 199668 members 
Mstep: Class 12 contains 13906 members 
Mstep: Class 15 contains 28971 members 
Mstep: Class 19 contains 24028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637552.000000 Penalty: 36522.324219
Iteration 300F: 12 clusters Score -7.463755e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24964 members 
Mstep: Class 4 contains 7454 members 
Mstep: Class 5 contains 14264 members 
Mstep: Class 6 contains 44736 members 
Mstep: Class 7 contains 276310 members 
Mstep: Class 8 contains 199933 members 
Mstep: Class 12 contains 13889 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 19 contains 24038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637424.000000 Penalty: 36522.324219
Iteration 301Q: 12 clusters Score -7.463742e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 7447 members 
Mstep: Class 5 contains 14270 members 
Mstep: Class 6 contains 44743 members 
Mstep: Class 7 contains 275855 members 
Mstep: Class 8 contains 200201 members 
Mstep: Class 12 contains 13866 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 19 contains 24043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637048.000000 Penalty: 36522.324219
Iteration 302Q: 12 clusters Score -7.463705e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 24916 members 
Mstep: Class 4 contains 7443 members 
Mstep: Class 5 contains 14274 members 
Mstep: Class 6 contains 44735 members 
Mstep: Class 7 contains 275387 members 
Mstep: Class 8 contains 200487 members 
Mstep: Class 12 contains 13850 members 
Mstep: Class 15 contains 28981 members 
Mstep: Class 19 contains 24051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637016.000000 Penalty: 36522.324219
Iteration 303Q: 12 clusters Score -7.463702e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 24903 members 
Mstep: Class 4 contains 7446 members 
Mstep: Class 5 contains 14278 members 
Mstep: Class 6 contains 44744 members 
Mstep: Class 7 contains 274888 members 
Mstep: Class 8 contains 200786 members 
Mstep: Class 12 contains 13836 members 
Mstep: Class 15 contains 28974 members 
Mstep: Class 19 contains 24054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637056.000000 Penalty: 36522.324219
Iteration 304Q: 12 clusters Score -7.463706e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24899 members 
Mstep: Class 4 contains 7432 members 
Mstep: Class 5 contains 14275 members 
Mstep: Class 6 contains 44755 members 
Mstep: Class 7 contains 274374 members 
Mstep: Class 8 contains 201128 members 
Mstep: Class 12 contains 13799 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 19 contains 24049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636768.000000 Penalty: 36522.324219
Iteration 305Q: 12 clusters Score -7.463677e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24881 members 
Mstep: Class 4 contains 7423 members 
Mstep: Class 5 contains 14266 members 
Mstep: Class 6 contains 44754 members 
Mstep: Class 7 contains 273893 members 
Mstep: Class 8 contains 201444 members 
Mstep: Class 12 contains 13783 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 19 contains 24044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636848.000000 Penalty: 36522.324219
Iteration 306Q: 12 clusters Score -7.463685e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24875 members 
Mstep: Class 4 contains 7409 members 
Mstep: Class 5 contains 14259 members 
Mstep: Class 6 contains 44748 members 
Mstep: Class 7 contains 273409 members 
Mstep: Class 8 contains 201751 members 
Mstep: Class 12 contains 13766 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 19 contains 24041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636704.000000 Penalty: 36522.324219
Iteration 307Q: 12 clusters Score -7.46367e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24860 members 
Mstep: Class 4 contains 7393 members 
Mstep: Class 5 contains 14264 members 
Mstep: Class 6 contains 44738 members 
Mstep: Class 7 contains 272991 members 
Mstep: Class 8 contains 201989 members 
Mstep: Class 12 contains 13740 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 19 contains 24044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636600.000000 Penalty: 36522.324219
Iteration 308Q: 12 clusters Score -7.46366e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24848 members 
Mstep: Class 4 contains 7387 members 
Mstep: Class 5 contains 14265 members 
Mstep: Class 6 contains 44725 members 
Mstep: Class 7 contains 272562 members 
Mstep: Class 8 contains 202198 members 
Mstep: Class 12 contains 13723 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636840.000000 Penalty: 36522.324219
Iteration 309Q: 12 clusters Score -7.463684e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24840 members 
Mstep: Class 4 contains 7390 members 
Mstep: Class 5 contains 14273 members 
Mstep: Class 6 contains 44719 members 
Mstep: Class 7 contains 272137 members 
Mstep: Class 8 contains 202361 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637136.000000 Penalty: 36522.324219
Iteration 310Q: 12 clusters Score -7.463714e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24838 members 
Mstep: Class 4 contains 7398 members 
Mstep: Class 5 contains 14277 members 
Mstep: Class 6 contains 44714 members 
Mstep: Class 7 contains 271720 members 
Mstep: Class 8 contains 202499 members 
Mstep: Class 12 contains 13704 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 19 contains 24043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637240.000000 Penalty: 36522.324219
Iteration 311Q: 12 clusters Score -7.463724e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 24836 members 
Mstep: Class 4 contains 7392 members 
Mstep: Class 5 contains 14271 members 
Mstep: Class 6 contains 44699 members 
Mstep: Class 7 contains 271333 members 
Mstep: Class 8 contains 202627 members 
Mstep: Class 12 contains 13688 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 19 contains 24041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637280.000000 Penalty: 36522.324219
Iteration 312Q: 12 clusters Score -7.463728e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24837 members 
Mstep: Class 4 contains 7388 members 
Mstep: Class 5 contains 14259 members 
Mstep: Class 6 contains 44687 members 
Mstep: Class 7 contains 270922 members 
Mstep: Class 8 contains 202792 members 
Mstep: Class 12 contains 13670 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 19 contains 24030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637440.000000 Penalty: 36522.324219
Iteration 313Q: 12 clusters Score -7.463744e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24825 members 
Mstep: Class 4 contains 7369 members 
Mstep: Class 5 contains 14250 members 
Mstep: Class 6 contains 44689 members 
Mstep: Class 7 contains 270441 members 
Mstep: Class 8 contains 203046 members 
Mstep: Class 12 contains 13652 members 
Mstep: Class 15 contains 28968 members 
Mstep: Class 19 contains 24035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637368.000000 Penalty: 36522.324219
Iteration 314Q: 12 clusters Score -7.463737e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24825 members 
Mstep: Class 4 contains 7364 members 
Mstep: Class 5 contains 14241 members 
Mstep: Class 6 contains 44686 members 
Mstep: Class 7 contains 269967 members 
Mstep: Class 8 contains 203275 members 
Mstep: Class 12 contains 13633 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 19 contains 24032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637480.000000 Penalty: 36522.324219
Iteration 315Q: 12 clusters Score -7.463748e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24821 members 
Mstep: Class 4 contains 7351 members 
Mstep: Class 5 contains 14221 members 
Mstep: Class 6 contains 44681 members 
Mstep: Class 7 contains 269503 members 
Mstep: Class 8 contains 203451 members 
Mstep: Class 12 contains 13632 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 19 contains 24039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637784.000000 Penalty: 36522.324219
Iteration 316Q: 12 clusters Score -7.463778e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24815 members 
Mstep: Class 4 contains 7338 members 
Mstep: Class 5 contains 14223 members 
Mstep: Class 6 contains 44680 members 
Mstep: Class 7 contains 268996 members 
Mstep: Class 8 contains 203666 members 
Mstep: Class 12 contains 13621 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 19 contains 24035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637744.000000 Penalty: 36522.324219
Iteration 317Q: 12 clusters Score -7.463774e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24800 members 
Mstep: Class 4 contains 7320 members 
Mstep: Class 5 contains 14217 members 
Mstep: Class 6 contains 44676 members 
Mstep: Class 7 contains 268498 members 
Mstep: Class 8 contains 203866 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 15 contains 28971 members 
Mstep: Class 19 contains 24036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638032.000000 Penalty: 36522.324219
Iteration 318Q: 12 clusters Score -7.463803e+07 nChanged 1244
Entering ConstructFrom: 
Score: -74638032.000000 Penalty: 36522.324219
Entering ConstructFrom: 
Trying to split cluster 1 (21027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Entering Unmasked Estep 
Score: -2482125.000000 Penalty: 2468.483643
	Iteration 0F: 2 clusters Score -2482125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2467363.750000 Penalty: 4936.967285
	Iteration 0F: 3 clusters Score -2467364 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2472340.250000 Penalty: 4936.967285
	Iteration 1F: 3 clusters Score -2472340 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2472706.750000 Penalty: 4936.967285
	Iteration 2Q: 3 clusters Score -2472707 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2473078.500000 Penalty: 4936.967285
	Iteration 3Q: 3 clusters Score -2473078 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2473464.750000 Penalty: 4936.967285
	Iteration 4Q: 3 clusters Score -2473465 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2473938.750000 Penalty: 4936.967285
	Iteration 5Q: 3 clusters Score -2473939 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2474611.500000 Penalty: 4936.967285
	Iteration 6F: 3 clusters Score -2474612 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2475523.750000 Penalty: 4936.967285
	Iteration 7F: 3 clusters Score -2475524 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2476659.000000 Penalty: 4936.967285
	Iteration 8F: 3 clusters Score -2476659 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2477797.750000 Penalty: 4936.967285
	Iteration 9F: 3 clusters Score -2477798 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2478681.000000 Penalty: 4936.967285
	Iteration 10Q: 3 clusters Score -2478681 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2479256.000000 Penalty: 4936.967285
	Iteration 11Q: 3 clusters Score -2479256 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2479573.500000 Penalty: 4936.967285
	Iteration 12Q: 3 clusters Score -2479574 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2479743.250000 Penalty: 4936.967285
	Iteration 13Q: 3 clusters Score -2479743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2479811.500000 Penalty: 4936.967285
	Iteration 14Q: 3 clusters Score -2479812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2479853.250000 Penalty: 4936.967285
	Iteration 15Q: 3 clusters Score -2479853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2479870.750000 Penalty: 4936.967285
	Iteration 16Q: 3 clusters Score -2479871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2479898.500000 Penalty: 4936.967285
	Iteration 17Q: 3 clusters Score -2479898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2479915.500000 Penalty: 4936.967285
	Iteration 18Q: 3 clusters Score -2479916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2479928.750000 Penalty: 4936.967285
	Iteration 19Q: 3 clusters Score -2479929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2479938.250000 Penalty: 4936.967285
	Iteration 20F: 3 clusters Score -2479938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2479941.750000 Penalty: 4936.967285
	Iteration 21Q: 3 clusters Score -2479942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2479948.000000 Penalty: 4936.967285
	Iteration 22Q: 3 clusters Score -2479948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2479948.250000 Penalty: 4936.967285
	Iteration 23Q: 3 clusters Score -2479948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2479948.250000 Penalty: 4936.967285
	Iteration 24F: 3 clusters Score -2479948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -143745.281250 Penalty: 1801.131836
	Iteration 0F: 2 clusters Score -143745.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -141743.562500 Penalty: 3602.263672
	Iteration 0F: 3 clusters Score -141743.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -143134.421875 Penalty: 3602.263672
	Iteration 1F: 3 clusters Score -143134.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -143975.671875 Penalty: 3602.263672
	Iteration 2F: 3 clusters Score -143975.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -144505.937500 Penalty: 3602.263672
	Iteration 3F: 3 clusters Score -144505.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -144735.515625 Penalty: 3602.263672
	Iteration 4F: 3 clusters Score -144735.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -144812.453125 Penalty: 3602.263672
	Iteration 5Q: 3 clusters Score -144812.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -144869.140625 Penalty: 3602.263672
	Iteration 6Q: 3 clusters Score -144869.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -144968.062500 Penalty: 3602.263672
	Iteration 7Q: 3 clusters Score -144968.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -144986.265625 Penalty: 3602.263672
	Iteration 8Q: 3 clusters Score -144986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -145002.750000 Penalty: 3602.263672
	Iteration 9Q: 3 clusters Score -145002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -145002.750000 Penalty: 3602.263672
	Iteration 10F: 3 clusters Score -145002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 24783 members 
Mstep: Class 4 contains 7304 members 
Mstep: Class 5 contains 14198 members 
Mstep: Class 6 contains 44688 members 
Mstep: Class 7 contains 267967 members 
Mstep: Class 8 contains 204085 members 
Mstep: Class 9 contains 1016 members 
Mstep: Class 12 contains 13600 members 
Mstep: Class 15 contains 28971 members 
Mstep: Class 19 contains 24038 members 
Entering Unmasked Estep 
Score: -74637632.000000 Penalty: 39842.535156
Splitting cluster 2 changes total score from -74638032.000000 to -74637632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (24783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Entering Unmasked Estep 
Score: -2908315.500000 Penalty: 2509.242432
	Iteration 0F: 2 clusters Score -2908316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2891010.250000 Penalty: 5018.484863
	Iteration 0F: 3 clusters Score -2891010 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2897191.750000 Penalty: 5018.484863
	Iteration 1F: 3 clusters Score -2897192 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2897631.250000 Penalty: 5018.484863
	Iteration 2Q: 3 clusters Score -2897631 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2898066.500000 Penalty: 5018.484863
	Iteration 3Q: 3 clusters Score -2898066 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2898494.750000 Penalty: 5018.484863
	Iteration 4Q: 3 clusters Score -2898495 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2898897.250000 Penalty: 5018.484863
	Iteration 5Q: 3 clusters Score -2898897 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2899304.500000 Penalty: 5018.484863
	Iteration 6Q: 3 clusters Score -2899304 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2899685.000000 Penalty: 5018.484863
	Iteration 7Q: 3 clusters Score -2899685 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2900146.500000 Penalty: 5018.484863
	Iteration 8Q: 3 clusters Score -2900146 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2900679.500000 Penalty: 5018.484863
	Iteration 9Q: 3 clusters Score -2900680 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2901211.000000 Penalty: 5018.484863
	Iteration 10Q: 3 clusters Score -2901211 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2901820.000000 Penalty: 5018.484863
	Iteration 11Q: 3 clusters Score -2901820 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2902428.250000 Penalty: 5018.484863
	Iteration 12Q: 3 clusters Score -2902428 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2902985.000000 Penalty: 5018.484863
	Iteration 13Q: 3 clusters Score -2902985 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2903476.750000 Penalty: 5018.484863
	Iteration 14Q: 3 clusters Score -2903477 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2903862.250000 Penalty: 5018.484863
	Iteration 15Q: 3 clusters Score -2903862 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2904209.500000 Penalty: 5018.484863
	Iteration 16Q: 3 clusters Score -2904210 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2904496.000000 Penalty: 5018.484863
	Iteration 17Q: 3 clusters Score -2904496 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -2904752.750000 Penalty: 5018.484863
	Iteration 18Q: 3 clusters Score -2904753 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2904969.500000 Penalty: 5018.484863
	Iteration 19Q: 3 clusters Score -2904970 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2905154.500000 Penalty: 5018.484863
	Iteration 20F: 3 clusters Score -2905154 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2905286.250000 Penalty: 5018.484863
	Iteration 21Q: 3 clusters Score -2905286 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2905419.750000 Penalty: 5018.484863
	Iteration 22Q: 3 clusters Score -2905420 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2905543.250000 Penalty: 5018.484863
	Iteration 23Q: 3 clusters Score -2905543 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2905653.000000 Penalty: 5018.484863
	Iteration 24Q: 3 clusters Score -2905653 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2905747.500000 Penalty: 5018.484863
	Iteration 25Q: 3 clusters Score -2905748 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -2905821.500000 Penalty: 5018.484863
	Iteration 26Q: 3 clusters Score -2905822 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -2905875.000000 Penalty: 5018.484863
	Iteration 27Q: 3 clusters Score -2905875 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2905934.500000 Penalty: 5018.484863
	Iteration 28Q: 3 clusters Score -2905934 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2905994.000000 Penalty: 5018.484863
	Iteration 29Q: 3 clusters Score -2905994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2906036.250000 Penalty: 5018.484863
	Iteration 30Q: 3 clusters Score -2906036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2906068.250000 Penalty: 5018.484863
	Iteration 31Q: 3 clusters Score -2906068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -2906098.750000 Penalty: 5018.484863
	Iteration 32Q: 3 clusters Score -2906099 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2906114.000000 Penalty: 5018.484863
	Iteration 33Q: 3 clusters Score -2906114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -2906125.750000 Penalty: 5018.484863
	Iteration 34Q: 3 clusters Score -2906126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2906130.000000 Penalty: 5018.484863
	Iteration 35Q: 3 clusters Score -2906130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -2906143.500000 Penalty: 5018.484863
	Iteration 36Q: 3 clusters Score -2906144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -2906143.750000 Penalty: 5018.484863
	Iteration 37Q: 3 clusters Score -2906144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -2906155.250000 Penalty: 5018.484863
	Iteration 38Q: 3 clusters Score -2906155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -2906153.500000 Penalty: 5018.484863
	Iteration 39Q: 3 clusters Score -2906154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2906151.500000 Penalty: 5018.484863
	Iteration 40F: 3 clusters Score -2906152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -2906151.250000 Penalty: 5018.484863
	Iteration 41Q: 3 clusters Score -2906151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2906156.500000 Penalty: 5018.484863
	Iteration 42Q: 3 clusters Score -2906156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -2906161.750000 Penalty: 5018.484863
	Iteration 43Q: 3 clusters Score -2906162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2906170.000000 Penalty: 5018.484863
	Iteration 44Q: 3 clusters Score -2906170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2906172.250000 Penalty: 5018.484863
	Iteration 45Q: 3 clusters Score -2906172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -2906172.500000 Penalty: 5018.484863
	Iteration 46Q: 3 clusters Score -2906172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -2906172.750000 Penalty: 5018.484863
	Iteration 47Q: 3 clusters Score -2906173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2906174.750000 Penalty: 5018.484863
	Iteration 48Q: 3 clusters Score -2906175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2906178.750000 Penalty: 5018.484863
	Iteration 49Q: 3 clusters Score -2906179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2906178.750000 Penalty: 5018.484863
	Iteration 50Q: 3 clusters Score -2906179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2906178.000000 Penalty: 5018.484863
	Iteration 51Q: 3 clusters Score -2906178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2906179.000000 Penalty: 5018.484863
	Iteration 52Q: 3 clusters Score -2906179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2906179.000000 Penalty: 5018.484863
	Iteration 53F: 3 clusters Score -2906179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Entering Unmasked Estep 
Score: -848223.750000 Penalty: 2206.251953
	Iteration 0F: 2 clusters Score -848223.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -842242.250000 Penalty: 4412.503906
	Iteration 0F: 3 clusters Score -842242.2 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -843922.500000 Penalty: 4412.503906
	Iteration 1F: 3 clusters Score -843922.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -844207.625000 Penalty: 4412.503906
	Iteration 2F: 3 clusters Score -844207.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -844378.812500 Penalty: 4412.503906
	Iteration 3F: 3 clusters Score -844378.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -844493.500000 Penalty: 4412.503906
	Iteration 4Q: 3 clusters Score -844493.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -844574.187500 Penalty: 4412.503906
	Iteration 5Q: 3 clusters Score -844574.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -844641.000000 Penalty: 4412.503906
	Iteration 6Q: 3 clusters Score -844641 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -844708.437500 Penalty: 4412.503906
	Iteration 7Q: 3 clusters Score -844708.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -844756.437500 Penalty: 4412.503906
	Iteration 8Q: 3 clusters Score -844756.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -844794.000000 Penalty: 4412.503906
	Iteration 9Q: 3 clusters Score -844794 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -844833.562500 Penalty: 4412.503906
	Iteration 10Q: 3 clusters Score -844833.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -844874.937500 Penalty: 4412.503906
	Iteration 11Q: 3 clusters Score -844874.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -844904.062500 Penalty: 4412.503906
	Iteration 12Q: 3 clusters Score -844904.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -844941.250000 Penalty: 4412.503906
	Iteration 13Q: 3 clusters Score -844941.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -844975.375000 Penalty: 4412.503906
	Iteration 14Q: 3 clusters Score -844975.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -845006.562500 Penalty: 4412.503906
	Iteration 15Q: 3 clusters Score -845006.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -845034.750000 Penalty: 4412.503906
	Iteration 16Q: 3 clusters Score -845034.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -845057.437500 Penalty: 4412.503906
	Iteration 17Q: 3 clusters Score -845057.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -845082.937500 Penalty: 4412.503906
	Iteration 18Q: 3 clusters Score -845082.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -845114.312500 Penalty: 4412.503906
	Iteration 19Q: 3 clusters Score -845114.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -845142.687500 Penalty: 4412.503906
	Iteration 20F: 3 clusters Score -845142.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -845179.062500 Penalty: 4412.503906
	Iteration 21Q: 3 clusters Score -845179.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -845218.687500 Penalty: 4412.503906
	Iteration 22Q: 3 clusters Score -845218.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -845266.937500 Penalty: 4412.503906
	Iteration 23Q: 3 clusters Score -845266.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -845325.625000 Penalty: 4412.503906
	Iteration 24Q: 3 clusters Score -845325.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -845384.750000 Penalty: 4412.503906
	Iteration 25Q: 3 clusters Score -845384.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -845452.875000 Penalty: 4412.503906
	Iteration 26Q: 3 clusters Score -845452.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -845539.250000 Penalty: 4412.503906
	Iteration 27Q: 3 clusters Score -845539.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -845660.000000 Penalty: 4412.503906
	Iteration 28Q: 3 clusters Score -845660 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -845804.062500 Penalty: 4412.503906
	Iteration 29Q: 3 clusters Score -845804.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -845973.250000 Penalty: 4412.503906
	Iteration 30Q: 3 clusters Score -845973.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -846129.250000 Penalty: 4412.503906
	Iteration 31Q: 3 clusters Score -846129.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -846260.187500 Penalty: 4412.503906
	Iteration 32Q: 3 clusters Score -846260.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -846378.062500 Penalty: 4412.503906
	Iteration 33Q: 3 clusters Score -846378.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -846442.125000 Penalty: 4412.503906
	Iteration 34Q: 3 clusters Score -846442.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -846495.875000 Penalty: 4412.503906
	Iteration 35Q: 3 clusters Score -846495.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -846526.937500 Penalty: 4412.503906
	Iteration 36Q: 3 clusters Score -846526.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -846550.500000 Penalty: 4412.503906
	Iteration 37Q: 3 clusters Score -846550.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -846561.437500 Penalty: 4412.503906
	Iteration 38Q: 3 clusters Score -846561.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -846572.750000 Penalty: 4412.503906
	Iteration 39Q: 3 clusters Score -846572.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -846579.125000 Penalty: 4412.503906
	Iteration 40F: 3 clusters Score -846579.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -846583.312500 Penalty: 4412.503906
	Iteration 41Q: 3 clusters Score -846583.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -846592.250000 Penalty: 4412.503906
	Iteration 42Q: 3 clusters Score -846592.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -846600.187500 Penalty: 4412.503906
	Iteration 43Q: 3 clusters Score -846600.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -846612.812500 Penalty: 4412.503906
	Iteration 44Q: 3 clusters Score -846612.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -846620.875000 Penalty: 4412.503906
	Iteration 45Q: 3 clusters Score -846620.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -846627.937500 Penalty: 4412.503906
	Iteration 46Q: 3 clusters Score -846627.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -846630.937500 Penalty: 4412.503906
	Iteration 47Q: 3 clusters Score -846630.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -846633.875000 Penalty: 4412.503906
	Iteration 48Q: 3 clusters Score -846633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -846635.687500 Penalty: 4412.503906
	Iteration 49Q: 3 clusters Score -846635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -846636.875000 Penalty: 4412.503906
	Iteration 50Q: 3 clusters Score -846636.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -846637.937500 Penalty: 4412.503906
	Iteration 51Q: 3 clusters Score -846637.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -846641.937500 Penalty: 4412.503906
	Iteration 52Q: 3 clusters Score -846641.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -846647.312500 Penalty: 4412.503906
	Iteration 53Q: 3 clusters Score -846647.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -846650.562500 Penalty: 4412.503906
	Iteration 54Q: 3 clusters Score -846650.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -846650.562500 Penalty: 4412.503906
	Iteration 55Q: 3 clusters Score -846650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -846652.062500 Penalty: 4412.503906
	Iteration 56Q: 3 clusters Score -846652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -846653.500000 Penalty: 4412.503906
	Iteration 57Q: 3 clusters Score -846653.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -846651.625000 Penalty: 4412.503906
	Iteration 58Q: 3 clusters Score -846651.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -846651.625000 Penalty: 4412.503906
	Iteration 59F: 3 clusters Score -846651.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Entering Unmasked Estep 
Score: -1679789.125000 Penalty: 2371.092529
	Iteration 0F: 2 clusters Score -1679789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1669422.500000 Penalty: 4742.185059
	Iteration 0F: 3 clusters Score -1669422 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1672707.000000 Penalty: 4742.185059
	Iteration 1F: 3 clusters Score -1672707 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1673131.750000 Penalty: 4742.185059
	Iteration 2F: 3 clusters Score -1673132 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1673517.125000 Penalty: 4742.185059
	Iteration 3F: 3 clusters Score -1673517 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1673883.000000 Penalty: 4742.185059
	Iteration 4F: 3 clusters Score -1673883 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1674220.250000 Penalty: 4742.185059
	Iteration 5Q: 3 clusters Score -1674220 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1674568.250000 Penalty: 4742.185059
	Iteration 6Q: 3 clusters Score -1674568 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1674924.625000 Penalty: 4742.185059
	Iteration 7Q: 3 clusters Score -1674925 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1675294.875000 Penalty: 4742.185059
	Iteration 8Q: 3 clusters Score -1675295 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1675670.250000 Penalty: 4742.185059
	Iteration 9Q: 3 clusters Score -1675670 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1675995.875000 Penalty: 4742.185059
	Iteration 10Q: 3 clusters Score -1675996 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1676232.125000 Penalty: 4742.185059
	Iteration 11Q: 3 clusters Score -1676232 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1676426.750000 Penalty: 4742.185059
	Iteration 12Q: 3 clusters Score -1676427 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1676565.500000 Penalty: 4742.185059
	Iteration 13Q: 3 clusters Score -1676566 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1676685.875000 Penalty: 4742.185059
	Iteration 14Q: 3 clusters Score -1676686 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1676783.000000 Penalty: 4742.185059
	Iteration 15Q: 3 clusters Score -1676783 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1676874.500000 Penalty: 4742.185059
	Iteration 16Q: 3 clusters Score -1676874 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1676957.625000 Penalty: 4742.185059
	Iteration 17Q: 3 clusters Score -1676958 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1677018.500000 Penalty: 4742.185059
	Iteration 18Q: 3 clusters Score -1677018 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1677092.125000 Penalty: 4742.185059
	Iteration 19Q: 3 clusters Score -1677092 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1677155.250000 Penalty: 4742.185059
	Iteration 20F: 3 clusters Score -1677155 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1677196.250000 Penalty: 4742.185059
	Iteration 21Q: 3 clusters Score -1677196 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1677241.875000 Penalty: 4742.185059
	Iteration 22Q: 3 clusters Score -1677242 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1677288.125000 Penalty: 4742.185059
	Iteration 23Q: 3 clusters Score -1677288 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1677328.625000 Penalty: 4742.185059
	Iteration 24Q: 3 clusters Score -1677329 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1677366.250000 Penalty: 4742.185059
	Iteration 25Q: 3 clusters Score -1677366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1677403.000000 Penalty: 4742.185059
	Iteration 26Q: 3 clusters Score -1677403 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1677434.375000 Penalty: 4742.185059
	Iteration 27Q: 3 clusters Score -1677434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1677469.000000 Penalty: 4742.185059
	Iteration 28Q: 3 clusters Score -1677469 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1677492.750000 Penalty: 4742.185059
	Iteration 29Q: 3 clusters Score -1677493 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1677516.625000 Penalty: 4742.185059
	Iteration 30Q: 3 clusters Score -1677517 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1677536.750000 Penalty: 4742.185059
	Iteration 31Q: 3 clusters Score -1677537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1677553.375000 Penalty: 4742.185059
	Iteration 32Q: 3 clusters Score -1677553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1677571.375000 Penalty: 4742.185059
	Iteration 33Q: 3 clusters Score -1677571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1677582.375000 Penalty: 4742.185059
	Iteration 34Q: 3 clusters Score -1677582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1677595.875000 Penalty: 4742.185059
	Iteration 35Q: 3 clusters Score -1677596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1677604.375000 Penalty: 4742.185059
	Iteration 36Q: 3 clusters Score -1677604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1677609.500000 Penalty: 4742.185059
	Iteration 37Q: 3 clusters Score -1677610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1677617.750000 Penalty: 4742.185059
	Iteration 38Q: 3 clusters Score -1677618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1677622.000000 Penalty: 4742.185059
	Iteration 39Q: 3 clusters Score -1677622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1677621.125000 Penalty: 4742.185059
	Iteration 40F: 3 clusters Score -1677621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1677632.875000 Penalty: 4742.185059
	Iteration 41Q: 3 clusters Score -1677633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1677634.500000 Penalty: 4742.185059
	Iteration 42Q: 3 clusters Score -1677634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1677639.875000 Penalty: 4742.185059
	Iteration 43Q: 3 clusters Score -1677640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1677640.125000 Penalty: 4742.185059
	Iteration 44Q: 3 clusters Score -1677640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1677640.250000 Penalty: 4742.185059
	Iteration 45Q: 3 clusters Score -1677640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1677641.875000 Penalty: 4742.185059
	Iteration 46Q: 3 clusters Score -1677642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1677641.875000 Penalty: 4742.185059
	Iteration 47Q: 3 clusters Score -1677642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1677641.875000 Penalty: 4742.185059
	Iteration 48F: 3 clusters Score -1677642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Entering Unmasked Estep 
Score: -5049350.000000 Penalty: 2655.450195
	Iteration 0F: 2 clusters Score -5049350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -5019224.500000 Penalty: 5310.900391
	Iteration 0F: 3 clusters Score -5019224 nChanged 20509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5031288.000000 Penalty: 5310.900391
	Iteration 1F: 3 clusters Score -5031288 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -5032725.000000 Penalty: 5310.900391
	Iteration 2F: 3 clusters Score -5032725 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -5034373.000000 Penalty: 5310.900391
	Iteration 3F: 3 clusters Score -5034373 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -5036037.000000 Penalty: 5310.900391
	Iteration 4F: 3 clusters Score -5036037 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -5037610.500000 Penalty: 5310.900391
	Iteration 5F: 3 clusters Score -5037610 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -5039060.500000 Penalty: 5310.900391
	Iteration 6F: 3 clusters Score -5039060 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -5040261.000000 Penalty: 5310.900391
	Iteration 7F: 3 clusters Score -5040261 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -5041223.000000 Penalty: 5310.900391
	Iteration 8Q: 3 clusters Score -5041223 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -5042106.000000 Penalty: 5310.900391
	Iteration 9Q: 3 clusters Score -5042106 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -5042894.000000 Penalty: 5310.900391
	Iteration 10Q: 3 clusters Score -5042894 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -5043649.500000 Penalty: 5310.900391
	Iteration 11Q: 3 clusters Score -5043650 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -5044458.500000 Penalty: 5310.900391
	Iteration 12Q: 3 clusters Score -5044458 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -5045415.000000 Penalty: 5310.900391
	Iteration 13Q: 3 clusters Score -5045415 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -5046444.500000 Penalty: 5310.900391
	Iteration 14Q: 3 clusters Score -5046444 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -5047539.500000 Penalty: 5310.900391
	Iteration 15Q: 3 clusters Score -5047540 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -5048346.500000 Penalty: 5310.900391
	Iteration 16Q: 3 clusters Score -5048346 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -5048797.500000 Penalty: 5310.900391
	Iteration 17Q: 3 clusters Score -5048798 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -5049012.000000 Penalty: 5310.900391
	Iteration 18Q: 3 clusters Score -5049012 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5049130.000000 Penalty: 5310.900391
	Iteration 19Q: 3 clusters Score -5049130 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5049204.000000 Penalty: 5310.900391
	Iteration 20F: 3 clusters Score -5049204 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5049258.000000 Penalty: 5310.900391
	Iteration 21Q: 3 clusters Score -5049258 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5049303.500000 Penalty: 5310.900391
	Iteration 22Q: 3 clusters Score -5049304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5049324.500000 Penalty: 5310.900391
	Iteration 23Q: 3 clusters Score -5049324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5049344.500000 Penalty: 5310.900391
	Iteration 24Q: 3 clusters Score -5049344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5049364.000000 Penalty: 5310.900391
	Iteration 25Q: 3 clusters Score -5049364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5049377.000000 Penalty: 5310.900391
	Iteration 26Q: 3 clusters Score -5049377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5049375.000000 Penalty: 5310.900391
	Iteration 27Q: 3 clusters Score -5049375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5049389.500000 Penalty: 5310.900391
	Iteration 28Q: 3 clusters Score -5049390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5049400.000000 Penalty: 5310.900391
	Iteration 29Q: 3 clusters Score -5049400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5049408.500000 Penalty: 5310.900391
	Iteration 30Q: 3 clusters Score -5049408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5049405.000000 Penalty: 5310.900391
	Iteration 31Q: 3 clusters Score -5049405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5049408.500000 Penalty: 5310.900391
	Iteration 32Q: 3 clusters Score -5049408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5049406.500000 Penalty: 5310.900391
	Iteration 33Q: 3 clusters Score -5049406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5049405.000000 Penalty: 5310.900391
	Iteration 34Q: 3 clusters Score -5049405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5049410.000000 Penalty: 5310.900391
	Iteration 35Q: 3 clusters Score -5049410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5049410.000000 Penalty: 5310.900391
	Iteration 36Q: 3 clusters Score -5049410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5049413.500000 Penalty: 5310.900391
	Iteration 37Q: 3 clusters Score -5049414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5049417.000000 Penalty: 5310.900391
	Iteration 38Q: 3 clusters Score -5049417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5049416.500000 Penalty: 5310.900391
	Iteration 39Q: 3 clusters Score -5049416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5049415.000000 Penalty: 5310.900391
	Iteration 40F: 3 clusters Score -5049415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5049420.500000 Penalty: 5310.900391
	Iteration 41Q: 3 clusters Score -5049420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5049420.000000 Penalty: 5310.900391
	Iteration 42Q: 3 clusters Score -5049420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5049418.500000 Penalty: 5310.900391
	Iteration 43Q: 3 clusters Score -5049418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5049418.500000 Penalty: 5310.900391
	Iteration 44F: 3 clusters Score -5049418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24783 members 
Mstep: Class 4 contains 7304 members 
Mstep: Class 5 contains 14198 members 
Mstep: Class 6 contains 42614 members 
Mstep: Class 7 contains 267967 members 
Mstep: Class 8 contains 204085 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 12 contains 13600 members 
Mstep: Class 15 contains 28971 members 
Mstep: Class 19 contains 24038 members 
Entering Unmasked Estep 
Score: -74637256.000000 Penalty: 39842.535156
Splitting cluster 6 changes total score from -74638032.000000 to -74637256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (267967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267967 members 
Entering Unmasked Estep 
Score: -31021086.000000 Penalty: 3099.657471
	Iteration 0F: 2 clusters Score -3.102109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133928 members 
Mstep: Class 2 contains 134039 members 
Entering Unmasked Estep 
Score: -30857182.000000 Penalty: 6199.314941
	Iteration 0F: 3 clusters Score -3.085718e+07 nChanged 129056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133912 members 
Mstep: Class 2 contains 134055 members 
Entering Unmasked Estep 
Score: -30932782.000000 Penalty: 6199.314941
	Iteration 1F: 3 clusters Score -3.093278e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133927 members 
Mstep: Class 2 contains 134040 members 
Entering Unmasked Estep 
Score: -30933898.000000 Penalty: 6199.314941
	Iteration 2Q: 3 clusters Score -3.09339e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133949 members 
Mstep: Class 2 contains 134018 members 
Entering Unmasked Estep 
Score: -30935234.000000 Penalty: 6199.314941
	Iteration 3Q: 3 clusters Score -3.093523e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133996 members 
Mstep: Class 2 contains 133971 members 
Entering Unmasked Estep 
Score: -30937582.000000 Penalty: 6199.314941
	Iteration 4Q: 3 clusters Score -3.093758e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133987 members 
Mstep: Class 2 contains 133980 members 
Entering Unmasked Estep 
Score: -30940728.000000 Penalty: 6199.314941
	Iteration 5Q: 3 clusters Score -3.094073e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134053 members 
Mstep: Class 2 contains 133914 members 
Entering Unmasked Estep 
Score: -30945560.000000 Penalty: 6199.314941
	Iteration 6Q: 3 clusters Score -3.094556e+07 nChanged 13691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134318 members 
Mstep: Class 2 contains 133649 members 
Entering Unmasked Estep 
Score: -30953626.000000 Penalty: 6199.314941
	Iteration 7F: 3 clusters Score -3.095363e+07 nChanged 16377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134745 members 
Mstep: Class 2 contains 133222 members 
Entering Unmasked Estep 
Score: -30964610.000000 Penalty: 6199.314941
	Iteration 8F: 3 clusters Score -3.096461e+07 nChanged 18069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135084 members 
Mstep: Class 2 contains 132883 members 
Entering Unmasked Estep 
Score: -30977748.000000 Penalty: 6199.314941
	Iteration 9F: 3 clusters Score -3.097775e+07 nChanged 17426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135306 members 
Mstep: Class 2 contains 132661 members 
Entering Unmasked Estep 
Score: -30989164.000000 Penalty: 6199.314941
	Iteration 10F: 3 clusters Score -3.098916e+07 nChanged 14107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135229 members 
Mstep: Class 2 contains 132738 members 
Entering Unmasked Estep 
Score: -30995958.000000 Penalty: 6199.314941
	Iteration 11F: 3 clusters Score -3.099596e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134969 members 
Mstep: Class 2 contains 132998 members 
Entering Unmasked Estep 
Score: -30998412.000000 Penalty: 6199.314941
	Iteration 12Q: 3 clusters Score -3.099841e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134824 members 
Mstep: Class 2 contains 133143 members 
Entering Unmasked Estep 
Score: -30999526.000000 Penalty: 6199.314941
	Iteration 13Q: 3 clusters Score -3.099953e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134729 members 
Mstep: Class 2 contains 133238 members 
Entering Unmasked Estep 
Score: -30999922.000000 Penalty: 6199.314941
	Iteration 14Q: 3 clusters Score -3.099992e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 133302 members 
Entering Unmasked Estep 
Score: -31000182.000000 Penalty: 6199.314941
	Iteration 15Q: 3 clusters Score -3.100018e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134706 members 
Mstep: Class 2 contains 133261 members 
Entering Unmasked Estep 
Score: -31000294.000000 Penalty: 6199.314941
	Iteration 16Q: 3 clusters Score -3.100029e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134733 members 
Mstep: Class 2 contains 133234 members 
Entering Unmasked Estep 
Score: -31000510.000000 Penalty: 6199.314941
	Iteration 17Q: 3 clusters Score -3.100051e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134796 members 
Mstep: Class 2 contains 133171 members 
Entering Unmasked Estep 
Score: -31000676.000000 Penalty: 6199.314941
	Iteration 18Q: 3 clusters Score -3.100068e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134955 members 
Mstep: Class 2 contains 133012 members 
Entering Unmasked Estep 
Score: -31000990.000000 Penalty: 6199.314941
	Iteration 19Q: 3 clusters Score -3.100099e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135135 members 
Mstep: Class 2 contains 132832 members 
Entering Unmasked Estep 
Score: -31001108.000000 Penalty: 6199.314941
	Iteration 20F: 3 clusters Score -3.100111e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135320 members 
Mstep: Class 2 contains 132647 members 
Entering Unmasked Estep 
Score: -31001244.000000 Penalty: 6199.314941
	Iteration 21Q: 3 clusters Score -3.100124e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135513 members 
Mstep: Class 2 contains 132454 members 
Entering Unmasked Estep 
Score: -31001326.000000 Penalty: 6199.314941
	Iteration 22Q: 3 clusters Score -3.100133e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135844 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -31001402.000000 Penalty: 6199.314941
	Iteration 23Q: 3 clusters Score -3.10014e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136310 members 
Mstep: Class 2 contains 131657 members 
Entering Unmasked Estep 
Score: -31001638.000000 Penalty: 6199.314941
	Iteration 24Q: 3 clusters Score -3.100164e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136888 members 
Mstep: Class 2 contains 131079 members 
Entering Unmasked Estep 
Score: -31001844.000000 Penalty: 6199.314941
	Iteration 25Q: 3 clusters Score -3.100184e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137528 members 
Mstep: Class 2 contains 130439 members 
Entering Unmasked Estep 
Score: -31002044.000000 Penalty: 6199.314941
	Iteration 26Q: 3 clusters Score -3.100204e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138230 members 
Mstep: Class 2 contains 129737 members 
Entering Unmasked Estep 
Score: -31002190.000000 Penalty: 6199.314941
	Iteration 27Q: 3 clusters Score -3.100219e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139045 members 
Mstep: Class 2 contains 128922 members 
Entering Unmasked Estep 
Score: -31002502.000000 Penalty: 6199.314941
	Iteration 28Q: 3 clusters Score -3.10025e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140009 members 
Mstep: Class 2 contains 127958 members 
Entering Unmasked Estep 
Score: -31002724.000000 Penalty: 6199.314941
	Iteration 29Q: 3 clusters Score -3.100272e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141142 members 
Mstep: Class 2 contains 126825 members 
Entering Unmasked Estep 
Score: -31002852.000000 Penalty: 6199.314941
	Iteration 30Q: 3 clusters Score -3.100285e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142361 members 
Mstep: Class 2 contains 125606 members 
Entering Unmasked Estep 
Score: -31003380.000000 Penalty: 6199.314941
	Iteration 31Q: 3 clusters Score -3.100338e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143631 members 
Mstep: Class 2 contains 124336 members 
Entering Unmasked Estep 
Score: -31003748.000000 Penalty: 6199.314941
	Iteration 32Q: 3 clusters Score -3.100375e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145071 members 
Mstep: Class 2 contains 122896 members 
Entering Unmasked Estep 
Score: -31004178.000000 Penalty: 6199.314941
	Iteration 33Q: 3 clusters Score -3.100418e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146614 members 
Mstep: Class 2 contains 121353 members 
Entering Unmasked Estep 
Score: -31004604.000000 Penalty: 6199.314941
	Iteration 34Q: 3 clusters Score -3.10046e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148238 members 
Mstep: Class 2 contains 119729 members 
Entering Unmasked Estep 
Score: -31005136.000000 Penalty: 6199.314941
	Iteration 35Q: 3 clusters Score -3.100514e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150051 members 
Mstep: Class 2 contains 117916 members 
Entering Unmasked Estep 
Score: -31005506.000000 Penalty: 6199.314941
	Iteration 36Q: 3 clusters Score -3.100551e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151974 members 
Mstep: Class 2 contains 115993 members 
Entering Unmasked Estep 
Score: -31006094.000000 Penalty: 6199.314941
	Iteration 37Q: 3 clusters Score -3.100609e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153951 members 
Mstep: Class 2 contains 114016 members 
Entering Unmasked Estep 
Score: -31006906.000000 Penalty: 6199.314941
	Iteration 38Q: 3 clusters Score -3.100691e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156029 members 
Mstep: Class 2 contains 111938 members 
Entering Unmasked Estep 
Score: -31007684.000000 Penalty: 6199.314941
	Iteration 39Q: 3 clusters Score -3.100768e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158105 members 
Mstep: Class 2 contains 109862 members 
Entering Unmasked Estep 
Score: -31008284.000000 Penalty: 6199.314941
	Iteration 40F: 3 clusters Score -3.100828e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160137 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -31009006.000000 Penalty: 6199.314941
	Iteration 41Q: 3 clusters Score -3.100901e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162190 members 
Mstep: Class 2 contains 105777 members 
Entering Unmasked Estep 
Score: -31009862.000000 Penalty: 6199.314941
	Iteration 42Q: 3 clusters Score -3.100986e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164231 members 
Mstep: Class 2 contains 103736 members 
Entering Unmasked Estep 
Score: -31011002.000000 Penalty: 6199.314941
	Iteration 43Q: 3 clusters Score -3.1011e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166374 members 
Mstep: Class 2 contains 101593 members 
Entering Unmasked Estep 
Score: -31011898.000000 Penalty: 6199.314941
	Iteration 44Q: 3 clusters Score -3.10119e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168614 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -31012938.000000 Penalty: 6199.314941
	Iteration 45Q: 3 clusters Score -3.101294e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170834 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -31013730.000000 Penalty: 6199.314941
	Iteration 46Q: 3 clusters Score -3.101373e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172889 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -31014512.000000 Penalty: 6199.314941
	Iteration 47Q: 3 clusters Score -3.101451e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174928 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -31014930.000000 Penalty: 6199.314941
	Iteration 48Q: 3 clusters Score -3.101493e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177042 members 
Mstep: Class 2 contains 90925 members 
Entering Unmasked Estep 
Score: -31015400.000000 Penalty: 6199.314941
	Iteration 49Q: 3 clusters Score -3.10154e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179197 members 
Mstep: Class 2 contains 88770 members 
Entering Unmasked Estep 
Score: -31015706.000000 Penalty: 6199.314941
	Iteration 50Q: 3 clusters Score -3.101571e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181452 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
Score: -31015936.000000 Penalty: 6199.314941
	Iteration 51Q: 3 clusters Score -3.101594e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183702 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -31016174.000000 Penalty: 6199.314941
	Iteration 52Q: 3 clusters Score -3.101617e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186100 members 
Mstep: Class 2 contains 81867 members 
Entering Unmasked Estep 
Score: -31016266.000000 Penalty: 6199.314941
	Iteration 53Q: 3 clusters Score -3.101627e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188495 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -31016434.000000 Penalty: 6199.314941
	Iteration 54Q: 3 clusters Score -3.101643e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191058 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -31016686.000000 Penalty: 6199.314941
	Iteration 55Q: 3 clusters Score -3.101669e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193618 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -31016832.000000 Penalty: 6199.314941
	Iteration 56Q: 3 clusters Score -3.101683e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196298 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -31017006.000000 Penalty: 6199.314941
	Iteration 57Q: 3 clusters Score -3.101701e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198968 members 
Mstep: Class 2 contains 68999 members 
Entering Unmasked Estep 
Score: -31017202.000000 Penalty: 6199.314941
	Iteration 58Q: 3 clusters Score -3.10172e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201596 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -31017378.000000 Penalty: 6199.314941
	Iteration 59Q: 3 clusters Score -3.101738e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204213 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -31017488.000000 Penalty: 6199.314941
	Iteration 60F: 3 clusters Score -3.101749e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206817 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -31017722.000000 Penalty: 6199.314941
	Iteration 61Q: 3 clusters Score -3.101772e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209387 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -31017770.000000 Penalty: 6199.314941
	Iteration 62Q: 3 clusters Score -3.101777e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211868 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -31017966.000000 Penalty: 6199.314941
	Iteration 63Q: 3 clusters Score -3.101797e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214400 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -31018092.000000 Penalty: 6199.314941
	Iteration 64Q: 3 clusters Score -3.101809e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216874 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -31018160.000000 Penalty: 6199.314941
	Iteration 65Q: 3 clusters Score -3.101816e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219274 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -31018210.000000 Penalty: 6199.314941
	Iteration 66Q: 3 clusters Score -3.101821e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221614 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -31018272.000000 Penalty: 6199.314941
	Iteration 67Q: 3 clusters Score -3.101827e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223867 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -31018316.000000 Penalty: 6199.314941
	Iteration 68Q: 3 clusters Score -3.101832e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226070 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -31018478.000000 Penalty: 6199.314941
	Iteration 69Q: 3 clusters Score -3.101848e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228290 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -31018620.000000 Penalty: 6199.314941
	Iteration 70Q: 3 clusters Score -3.101862e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230525 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -31018608.000000 Penalty: 6199.314941
	Iteration 71Q: 3 clusters Score -3.101861e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232714 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -31018572.000000 Penalty: 6199.314941
	Iteration 72Q: 3 clusters Score -3.101857e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234775 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -31018598.000000 Penalty: 6199.314941
	Iteration 73Q: 3 clusters Score -3.10186e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236680 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -31018620.000000 Penalty: 6199.314941
	Iteration 74Q: 3 clusters Score -3.101862e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238541 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -31018790.000000 Penalty: 6199.314941
	Iteration 75Q: 3 clusters Score -3.101879e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240346 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -31018858.000000 Penalty: 6199.314941
	Iteration 76Q: 3 clusters Score -3.101886e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242090 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -31018880.000000 Penalty: 6199.314941
	Iteration 77Q: 3 clusters Score -3.101888e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243749 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -31018976.000000 Penalty: 6199.314941
	Iteration 78Q: 3 clusters Score -3.101898e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245245 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -31018950.000000 Penalty: 6199.314941
	Iteration 79Q: 3 clusters Score -3.101895e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246659 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -31019030.000000 Penalty: 6199.314941
	Iteration 80F: 3 clusters Score -3.101903e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247970 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -31019074.000000 Penalty: 6199.314941
	Iteration 81Q: 3 clusters Score -3.101907e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249222 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -31019098.000000 Penalty: 6199.314941
	Iteration 82Q: 3 clusters Score -3.10191e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250408 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -31019066.000000 Penalty: 6199.314941
	Iteration 83Q: 3 clusters Score -3.101907e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251534 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -31019156.000000 Penalty: 6199.314941
	Iteration 84Q: 3 clusters Score -3.101916e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252564 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -31019200.000000 Penalty: 6199.314941
	Iteration 85Q: 3 clusters Score -3.10192e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253561 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -31019284.000000 Penalty: 6199.314941
	Iteration 86Q: 3 clusters Score -3.101928e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254518 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -31019346.000000 Penalty: 6199.314941
	Iteration 87Q: 3 clusters Score -3.101935e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255430 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -31019476.000000 Penalty: 6199.314941
	Iteration 88Q: 3 clusters Score -3.101948e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256243 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -31019572.000000 Penalty: 6199.314941
	Iteration 89Q: 3 clusters Score -3.101957e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257016 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -31019516.000000 Penalty: 6199.314941
	Iteration 90Q: 3 clusters Score -3.101952e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257700 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -31019642.000000 Penalty: 6199.314941
	Iteration 91Q: 3 clusters Score -3.101964e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258336 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -31019542.000000 Penalty: 6199.314941
	Iteration 92Q: 3 clusters Score -3.101954e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258869 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -31019610.000000 Penalty: 6199.314941
	Iteration 93Q: 3 clusters Score -3.101961e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259341 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -31019724.000000 Penalty: 6199.314941
	Iteration 94Q: 3 clusters Score -3.101972e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259774 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -31019694.000000 Penalty: 6199.314941
	Iteration 95Q: 3 clusters Score -3.101969e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260182 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -31019710.000000 Penalty: 6199.314941
	Iteration 96Q: 3 clusters Score -3.101971e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260565 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -31019652.000000 Penalty: 6199.314941
	Iteration 97Q: 3 clusters Score -3.101965e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260897 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -31019654.000000 Penalty: 6199.314941
	Iteration 98Q: 3 clusters Score -3.101965e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261212 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -31019544.000000 Penalty: 6199.314941
	Iteration 99Q: 3 clusters Score -3.101954e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261508 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -31019416.000000 Penalty: 6199.314941
	Iteration 100F: 3 clusters Score -3.101942e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261792 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -31019400.000000 Penalty: 6199.314941
	Iteration 101Q: 3 clusters Score -3.10194e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262050 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -31019364.000000 Penalty: 6199.314941
	Iteration 102Q: 3 clusters Score -3.101936e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262264 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -31019334.000000 Penalty: 6199.314941
	Iteration 103Q: 3 clusters Score -3.101933e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262451 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -31019280.000000 Penalty: 6199.314941
	Iteration 104Q: 3 clusters Score -3.101928e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262639 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -31019312.000000 Penalty: 6199.314941
	Iteration 105Q: 3 clusters Score -3.101931e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262804 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -31019320.000000 Penalty: 6199.314941
	Iteration 106Q: 3 clusters Score -3.101932e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262946 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -31019384.000000 Penalty: 6199.314941
	Iteration 107Q: 3 clusters Score -3.101938e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263067 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -31019364.000000 Penalty: 6199.314941
	Iteration 108Q: 3 clusters Score -3.101936e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263180 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -31019380.000000 Penalty: 6199.314941
	Iteration 109Q: 3 clusters Score -3.101938e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263301 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -31019420.000000 Penalty: 6199.314941
	Iteration 110Q: 3 clusters Score -3.101942e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263427 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -31019406.000000 Penalty: 6199.314941
	Iteration 111Q: 3 clusters Score -3.101941e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263530 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -31019392.000000 Penalty: 6199.314941
	Iteration 112Q: 3 clusters Score -3.101939e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263620 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -31019378.000000 Penalty: 6199.314941
	Iteration 113Q: 3 clusters Score -3.101938e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263719 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -31019306.000000 Penalty: 6199.314941
	Iteration 114Q: 3 clusters Score -3.101931e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263806 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -31019316.000000 Penalty: 6199.314941
	Iteration 115Q: 3 clusters Score -3.101932e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263890 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -31019306.000000 Penalty: 6199.314941
	Iteration 116Q: 3 clusters Score -3.101931e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263961 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -31019276.000000 Penalty: 6199.314941
	Iteration 117Q: 3 clusters Score -3.101928e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264027 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -31019288.000000 Penalty: 6199.314941
	Iteration 118Q: 3 clusters Score -3.101929e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264074 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -31019252.000000 Penalty: 6199.314941
	Iteration 119Q: 3 clusters Score -3.101925e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264113 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -31019246.000000 Penalty: 6199.314941
	Iteration 120F: 3 clusters Score -3.101925e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264151 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -31019270.000000 Penalty: 6199.314941
	Iteration 121Q: 3 clusters Score -3.101927e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264180 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -31019298.000000 Penalty: 6199.314941
	Iteration 122Q: 3 clusters Score -3.10193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264215 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -31019282.000000 Penalty: 6199.314941
	Iteration 123Q: 3 clusters Score -3.101928e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264248 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -31019272.000000 Penalty: 6199.314941
	Iteration 124Q: 3 clusters Score -3.101927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264278 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -31019274.000000 Penalty: 6199.314941
	Iteration 125Q: 3 clusters Score -3.101927e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264307 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -31019278.000000 Penalty: 6199.314941
	Iteration 126Q: 3 clusters Score -3.101928e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264330 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -31019268.000000 Penalty: 6199.314941
	Iteration 127Q: 3 clusters Score -3.101927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264346 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -31019252.000000 Penalty: 6199.314941
	Iteration 128Q: 3 clusters Score -3.101925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264362 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -31019314.000000 Penalty: 6199.314941
	Iteration 129Q: 3 clusters Score -3.101931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264374 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -31019336.000000 Penalty: 6199.314941
	Iteration 130Q: 3 clusters Score -3.101934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264388 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -31019310.000000 Penalty: 6199.314941
	Iteration 131Q: 3 clusters Score -3.101931e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264403 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -31019304.000000 Penalty: 6199.314941
	Iteration 132Q: 3 clusters Score -3.10193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264414 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -31019304.000000 Penalty: 6199.314941
	Iteration 133Q: 3 clusters Score -3.10193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264428 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -31019316.000000 Penalty: 6199.314941
	Iteration 134Q: 3 clusters Score -3.101932e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264436 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -31019298.000000 Penalty: 6199.314941
	Iteration 135Q: 3 clusters Score -3.10193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264448 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -31019298.000000 Penalty: 6199.314941
	Iteration 136Q: 3 clusters Score -3.10193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264460 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -31019288.000000 Penalty: 6199.314941
	Iteration 137Q: 3 clusters Score -3.101929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264470 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -31019310.000000 Penalty: 6199.314941
	Iteration 138Q: 3 clusters Score -3.101931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264477 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -31019286.000000 Penalty: 6199.314941
	Iteration 139Q: 3 clusters Score -3.101929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264484 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -31019282.000000 Penalty: 6199.314941
	Iteration 140F: 3 clusters Score -3.101928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264489 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -31019290.000000 Penalty: 6199.314941
	Iteration 141Q: 3 clusters Score -3.101929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264498 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -31019276.000000 Penalty: 6199.314941
	Iteration 142Q: 3 clusters Score -3.101928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264508 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -31019286.000000 Penalty: 6199.314941
	Iteration 143Q: 3 clusters Score -3.101929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264522 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -31019284.000000 Penalty: 6199.314941
	Iteration 144Q: 3 clusters Score -3.101928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264528 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -31019280.000000 Penalty: 6199.314941
	Iteration 145Q: 3 clusters Score -3.101928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264534 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -31019264.000000 Penalty: 6199.314941
	Iteration 146Q: 3 clusters Score -3.101926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264541 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -31019274.000000 Penalty: 6199.314941
	Iteration 147Q: 3 clusters Score -3.101927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264545 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -31019282.000000 Penalty: 6199.314941
	Iteration 148Q: 3 clusters Score -3.101928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264552 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -31019282.000000 Penalty: 6199.314941
	Iteration 149Q: 3 clusters Score -3.101928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264558 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -31019264.000000 Penalty: 6199.314941
	Iteration 150Q: 3 clusters Score -3.101926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264568 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -31019268.000000 Penalty: 6199.314941
	Iteration 151Q: 3 clusters Score -3.101927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264579 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -31019282.000000 Penalty: 6199.314941
	Iteration 152Q: 3 clusters Score -3.101928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264584 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -31019282.000000 Penalty: 6199.314941
	Iteration 153Q: 3 clusters Score -3.101928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264592 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -31019284.000000 Penalty: 6199.314941
	Iteration 154Q: 3 clusters Score -3.101928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264597 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -31019276.000000 Penalty: 6199.314941
	Iteration 155Q: 3 clusters Score -3.101928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264603 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -31019268.000000 Penalty: 6199.314941
	Iteration 156Q: 3 clusters Score -3.101927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264611 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -31019264.000000 Penalty: 6199.314941
	Iteration 157Q: 3 clusters Score -3.101926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264622 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -31019270.000000 Penalty: 6199.314941
	Iteration 158Q: 3 clusters Score -3.101927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264626 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -31019286.000000 Penalty: 6199.314941
	Iteration 159Q: 3 clusters Score -3.101929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264637 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -31019272.000000 Penalty: 6199.314941
	Iteration 160F: 3 clusters Score -3.101927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264646 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -31019276.000000 Penalty: 6199.314941
	Iteration 161Q: 3 clusters Score -3.101928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264657 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -31019276.000000 Penalty: 6199.314941
	Iteration 162Q: 3 clusters Score -3.101928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264671 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -31019264.000000 Penalty: 6199.314941
	Iteration 163Q: 3 clusters Score -3.101926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264682 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -31019246.000000 Penalty: 6199.314941
	Iteration 164Q: 3 clusters Score -3.101925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264695 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -31019234.000000 Penalty: 6199.314941
	Iteration 165Q: 3 clusters Score -3.101923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264701 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -31019266.000000 Penalty: 6199.314941
	Iteration 166Q: 3 clusters Score -3.101927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264710 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -31019278.000000 Penalty: 6199.314941
	Iteration 167Q: 3 clusters Score -3.101928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264719 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -31019290.000000 Penalty: 6199.314941
	Iteration 168Q: 3 clusters Score -3.101929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264731 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -31019276.000000 Penalty: 6199.314941
	Iteration 169Q: 3 clusters Score -3.101928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264744 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -31019254.000000 Penalty: 6199.314941
	Iteration 170Q: 3 clusters Score -3.101925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264757 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -31019224.000000 Penalty: 6199.314941
	Iteration 171Q: 3 clusters Score -3.101922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264764 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -31019220.000000 Penalty: 6199.314941
	Iteration 172Q: 3 clusters Score -3.101922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264776 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -31019228.000000 Penalty: 6199.314941
	Iteration 173Q: 3 clusters Score -3.101923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264783 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -31019220.000000 Penalty: 6199.314941
	Iteration 174Q: 3 clusters Score -3.101922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264789 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -31019244.000000 Penalty: 6199.314941
	Iteration 175Q: 3 clusters Score -3.101924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264796 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -31019216.000000 Penalty: 6199.314941
	Iteration 176Q: 3 clusters Score -3.101922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264802 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -31019224.000000 Penalty: 6199.314941
	Iteration 177Q: 3 clusters Score -3.101922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264811 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -31019212.000000 Penalty: 6199.314941
	Iteration 178Q: 3 clusters Score -3.101921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264819 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -31019202.000000 Penalty: 6199.314941
	Iteration 179Q: 3 clusters Score -3.10192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264824 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -31019204.000000 Penalty: 6199.314941
	Iteration 180F: 3 clusters Score -3.10192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264835 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -31019202.000000 Penalty: 6199.314941
	Iteration 181Q: 3 clusters Score -3.10192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264837 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -31019204.000000 Penalty: 6199.314941
	Iteration 182Q: 3 clusters Score -3.10192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264842 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -31019202.000000 Penalty: 6199.314941
	Iteration 183Q: 3 clusters Score -3.10192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264844 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -31019200.000000 Penalty: 6199.314941
	Iteration 184Q: 3 clusters Score -3.10192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264851 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -31019228.000000 Penalty: 6199.314941
	Iteration 185Q: 3 clusters Score -3.101923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264856 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -31019210.000000 Penalty: 6199.314941
	Iteration 186Q: 3 clusters Score -3.101921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264861 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -31019218.000000 Penalty: 6199.314941
	Iteration 187Q: 3 clusters Score -3.101922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264866 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -31019210.000000 Penalty: 6199.314941
	Iteration 188Q: 3 clusters Score -3.101921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264870 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -31019222.000000 Penalty: 6199.314941
	Iteration 189Q: 3 clusters Score -3.101922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264870 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -31019222.000000 Penalty: 6199.314941
	Iteration 190F: 3 clusters Score -3.101922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (204085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204085 members 
Entering Unmasked Estep 
Score: -23800364.000000 Penalty: 3032.120361
	Iteration 0F: 2 clusters Score -2.380036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 101935 members 
Entering Unmasked Estep 
Score: -23672434.000000 Penalty: 6064.240723
	Iteration 0F: 3 clusters Score -2.367243e+07 nChanged 98283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105987 members 
Mstep: Class 2 contains 98098 members 
Entering Unmasked Estep 
Score: -23729960.000000 Penalty: 6064.240723
	Iteration 1F: 3 clusters Score -2.372996e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 95937 members 
Entering Unmasked Estep 
Score: -23731074.000000 Penalty: 6064.240723
	Iteration 2Q: 3 clusters Score -2.373107e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111307 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -23732506.000000 Penalty: 6064.240723
	Iteration 3Q: 3 clusters Score -2.373251e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116073 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -23734794.000000 Penalty: 6064.240723
	Iteration 4Q: 3 clusters Score -2.373479e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123219 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -23738272.000000 Penalty: 6064.240723
	Iteration 5Q: 3 clusters Score -2.373827e+07 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133395 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -23744464.000000 Penalty: 6064.240723
	Iteration 6F: 3 clusters Score -2.374446e+07 nChanged 14121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146998 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -23754730.000000 Penalty: 6064.240723
	Iteration 7F: 3 clusters Score -2.375473e+07 nChanged 15959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162711 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -23767354.000000 Penalty: 6064.240723
	Iteration 8F: 3 clusters Score -2.376735e+07 nChanged 14730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177261 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -23779612.000000 Penalty: 6064.240723
	Iteration 9F: 3 clusters Score -2.377961e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188191 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -23787974.000000 Penalty: 6064.240723
	Iteration 10F: 3 clusters Score -2.378797e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195085 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -23792264.000000 Penalty: 6064.240723
	Iteration 11Q: 3 clusters Score -2.379226e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198955 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -23794524.000000 Penalty: 6064.240723
	Iteration 12Q: 3 clusters Score -2.379452e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201084 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -23795988.000000 Penalty: 6064.240723
	Iteration 13Q: 3 clusters Score -2.379599e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202163 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -23796672.000000 Penalty: 6064.240723
	Iteration 14Q: 3 clusters Score -2.379667e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202713 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -23797038.000000 Penalty: 6064.240723
	Iteration 15Q: 3 clusters Score -2.379704e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203001 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -23797306.000000 Penalty: 6064.240723
	Iteration 16Q: 3 clusters Score -2.379731e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203144 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -23797470.000000 Penalty: 6064.240723
	Iteration 17Q: 3 clusters Score -2.379747e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203239 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -23797528.000000 Penalty: 6064.240723
	Iteration 18Q: 3 clusters Score -2.379753e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203310 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -23797572.000000 Penalty: 6064.240723
	Iteration 19Q: 3 clusters Score -2.379757e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203348 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -23797628.000000 Penalty: 6064.240723
	Iteration 20F: 3 clusters Score -2.379763e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203371 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -23797674.000000 Penalty: 6064.240723
	Iteration 21Q: 3 clusters Score -2.379767e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203392 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -23797718.000000 Penalty: 6064.240723
	Iteration 22Q: 3 clusters Score -2.379772e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203409 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -23797738.000000 Penalty: 6064.240723
	Iteration 23Q: 3 clusters Score -2.379774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203418 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -23797738.000000 Penalty: 6064.240723
	Iteration 24Q: 3 clusters Score -2.379774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203421 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -23797744.000000 Penalty: 6064.240723
	Iteration 25Q: 3 clusters Score -2.379774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203426 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -23797736.000000 Penalty: 6064.240723
	Iteration 26Q: 3 clusters Score -2.379774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203429 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -23797746.000000 Penalty: 6064.240723
	Iteration 27Q: 3 clusters Score -2.379775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203432 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -23797752.000000 Penalty: 6064.240723
	Iteration 28Q: 3 clusters Score -2.379775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203437 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -23797764.000000 Penalty: 6064.240723
	Iteration 29Q: 3 clusters Score -2.379776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203440 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -23797768.000000 Penalty: 6064.240723
	Iteration 30Q: 3 clusters Score -2.379777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203444 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -23797776.000000 Penalty: 6064.240723
	Iteration 31Q: 3 clusters Score -2.379778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203442 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -23797770.000000 Penalty: 6064.240723
	Iteration 32Q: 3 clusters Score -2.379777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203443 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -23797786.000000 Penalty: 6064.240723
	Iteration 33Q: 3 clusters Score -2.379779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203441 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -23797784.000000 Penalty: 6064.240723
	Iteration 34Q: 3 clusters Score -2.379778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203440 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -23797782.000000 Penalty: 6064.240723
	Iteration 35Q: 3 clusters Score -2.379778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203440 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -23797782.000000 Penalty: 6064.240723
	Iteration 36F: 3 clusters Score -2.379778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Entering Unmasked Estep 
Score: -1607452.625000 Penalty: 2360.420654
	Iteration 0F: 2 clusters Score -1607453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1597523.250000 Penalty: 4720.841309
	Iteration 0F: 3 clusters Score -1597523 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1600568.625000 Penalty: 4720.841309
	Iteration 1F: 3 clusters Score -1600569 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1600906.750000 Penalty: 4720.841309
	Iteration 2F: 3 clusters Score -1600907 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1601163.500000 Penalty: 4720.841309
	Iteration 3Q: 3 clusters Score -1601164 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1601417.250000 Penalty: 4720.841309
	Iteration 4Q: 3 clusters Score -1601417 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1601654.500000 Penalty: 4720.841309
	Iteration 5Q: 3 clusters Score -1601654 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1601881.250000 Penalty: 4720.841309
	Iteration 6Q: 3 clusters Score -1601881 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1602157.750000 Penalty: 4720.841309
	Iteration 7Q: 3 clusters Score -1602158 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1602462.125000 Penalty: 4720.841309
	Iteration 8Q: 3 clusters Score -1602462 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1602860.750000 Penalty: 4720.841309
	Iteration 9Q: 3 clusters Score -1602861 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1603340.625000 Penalty: 4720.841309
	Iteration 10Q: 3 clusters Score -1603341 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1603860.000000 Penalty: 4720.841309
	Iteration 11Q: 3 clusters Score -1603860 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1604291.750000 Penalty: 4720.841309
	Iteration 12Q: 3 clusters Score -1604292 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1604542.000000 Penalty: 4720.841309
	Iteration 13Q: 3 clusters Score -1604542 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1604683.375000 Penalty: 4720.841309
	Iteration 14Q: 3 clusters Score -1604683 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1604754.625000 Penalty: 4720.841309
	Iteration 15Q: 3 clusters Score -1604755 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1604814.875000 Penalty: 4720.841309
	Iteration 16Q: 3 clusters Score -1604815 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1604861.125000 Penalty: 4720.841309
	Iteration 17Q: 3 clusters Score -1604861 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1604898.250000 Penalty: 4720.841309
	Iteration 18Q: 3 clusters Score -1604898 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1604930.125000 Penalty: 4720.841309
	Iteration 19Q: 3 clusters Score -1604930 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1604961.125000 Penalty: 4720.841309
	Iteration 20F: 3 clusters Score -1604961 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1604987.000000 Penalty: 4720.841309
	Iteration 21Q: 3 clusters Score -1604987 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1605000.625000 Penalty: 4720.841309
	Iteration 22Q: 3 clusters Score -1605001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1605020.125000 Penalty: 4720.841309
	Iteration 23Q: 3 clusters Score -1605020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1605037.625000 Penalty: 4720.841309
	Iteration 24Q: 3 clusters Score -1605038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1605055.375000 Penalty: 4720.841309
	Iteration 25Q: 3 clusters Score -1605055 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1605069.250000 Penalty: 4720.841309
	Iteration 26Q: 3 clusters Score -1605069 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1605086.000000 Penalty: 4720.841309
	Iteration 27Q: 3 clusters Score -1605086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1605097.625000 Penalty: 4720.841309
	Iteration 28Q: 3 clusters Score -1605098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1605113.125000 Penalty: 4720.841309
	Iteration 29Q: 3 clusters Score -1605113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1605126.750000 Penalty: 4720.841309
	Iteration 30Q: 3 clusters Score -1605127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1605133.750000 Penalty: 4720.841309
	Iteration 31Q: 3 clusters Score -1605134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1605144.750000 Penalty: 4720.841309
	Iteration 32Q: 3 clusters Score -1605145 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1605150.875000 Penalty: 4720.841309
	Iteration 33Q: 3 clusters Score -1605151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1605161.125000 Penalty: 4720.841309
	Iteration 34Q: 3 clusters Score -1605161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1605166.625000 Penalty: 4720.841309
	Iteration 35Q: 3 clusters Score -1605167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1605168.250000 Penalty: 4720.841309
	Iteration 36Q: 3 clusters Score -1605168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1605172.875000 Penalty: 4720.841309
	Iteration 37Q: 3 clusters Score -1605173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1605174.000000 Penalty: 4720.841309
	Iteration 38Q: 3 clusters Score -1605174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1605184.375000 Penalty: 4720.841309
	Iteration 39Q: 3 clusters Score -1605184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1605185.375000 Penalty: 4720.841309
	Iteration 40F: 3 clusters Score -1605185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1605193.375000 Penalty: 4720.841309
	Iteration 41Q: 3 clusters Score -1605193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1605194.625000 Penalty: 4720.841309
	Iteration 42Q: 3 clusters Score -1605195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1605205.250000 Penalty: 4720.841309
	Iteration 43Q: 3 clusters Score -1605205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1605211.500000 Penalty: 4720.841309
	Iteration 44Q: 3 clusters Score -1605212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1605227.000000 Penalty: 4720.841309
	Iteration 45Q: 3 clusters Score -1605227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1605230.875000 Penalty: 4720.841309
	Iteration 46Q: 3 clusters Score -1605231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1605235.125000 Penalty: 4720.841309
	Iteration 47Q: 3 clusters Score -1605235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1605240.250000 Penalty: 4720.841309
	Iteration 48Q: 3 clusters Score -1605240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1605251.375000 Penalty: 4720.841309
	Iteration 49Q: 3 clusters Score -1605251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1605259.375000 Penalty: 4720.841309
	Iteration 50Q: 3 clusters Score -1605259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1605270.750000 Penalty: 4720.841309
	Iteration 51Q: 3 clusters Score -1605271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1605274.000000 Penalty: 4720.841309
	Iteration 52Q: 3 clusters Score -1605274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1605279.750000 Penalty: 4720.841309
	Iteration 53Q: 3 clusters Score -1605280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1605277.625000 Penalty: 4720.841309
	Iteration 54Q: 3 clusters Score -1605278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1605285.750000 Penalty: 4720.841309
	Iteration 55Q: 3 clusters Score -1605286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1605286.250000 Penalty: 4720.841309
	Iteration 56Q: 3 clusters Score -1605286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1605296.750000 Penalty: 4720.841309
	Iteration 57Q: 3 clusters Score -1605297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1605299.750000 Penalty: 4720.841309
	Iteration 58Q: 3 clusters Score -1605300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1605304.875000 Penalty: 4720.841309
	Iteration 59Q: 3 clusters Score -1605305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1605301.375000 Penalty: 4720.841309
	Iteration 60F: 3 clusters Score -1605301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1605307.250000 Penalty: 4720.841309
	Iteration 61Q: 3 clusters Score -1605307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1605313.625000 Penalty: 4720.841309
	Iteration 62Q: 3 clusters Score -1605314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1605311.750000 Penalty: 4720.841309
	Iteration 63Q: 3 clusters Score -1605312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1605320.125000 Penalty: 4720.841309
	Iteration 64Q: 3 clusters Score -1605320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1605322.250000 Penalty: 4720.841309
	Iteration 65Q: 3 clusters Score -1605322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1605325.375000 Penalty: 4720.841309
	Iteration 66Q: 3 clusters Score -1605325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1605331.500000 Penalty: 4720.841309
	Iteration 67Q: 3 clusters Score -1605332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1605332.000000 Penalty: 4720.841309
	Iteration 68Q: 3 clusters Score -1605332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1605334.875000 Penalty: 4720.841309
	Iteration 69Q: 3 clusters Score -1605335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1605335.250000 Penalty: 4720.841309
	Iteration 70Q: 3 clusters Score -1605335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1605335.250000 Penalty: 4720.841309
	Iteration 71Q: 3 clusters Score -1605335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1605337.625000 Penalty: 4720.841309
	Iteration 72Q: 3 clusters Score -1605338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1605340.125000 Penalty: 4720.841309
	Iteration 73Q: 3 clusters Score -1605340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1605339.625000 Penalty: 4720.841309
	Iteration 74Q: 3 clusters Score -1605340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1605343.125000 Penalty: 4720.841309
	Iteration 75Q: 3 clusters Score -1605343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1605345.375000 Penalty: 4720.841309
	Iteration 76Q: 3 clusters Score -1605345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1605350.125000 Penalty: 4720.841309
	Iteration 77Q: 3 clusters Score -1605350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1605352.875000 Penalty: 4720.841309
	Iteration 78Q: 3 clusters Score -1605353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1605354.500000 Penalty: 4720.841309
	Iteration 79Q: 3 clusters Score -1605354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1605358.625000 Penalty: 4720.841309
	Iteration 80F: 3 clusters Score -1605359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1605355.125000 Penalty: 4720.841309
	Iteration 81Q: 3 clusters Score -1605355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1605354.875000 Penalty: 4720.841309
	Iteration 82Q: 3 clusters Score -1605355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1605353.750000 Penalty: 4720.841309
	Iteration 83Q: 3 clusters Score -1605354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1605355.125000 Penalty: 4720.841309
	Iteration 84Q: 3 clusters Score -1605355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1605357.750000 Penalty: 4720.841309
	Iteration 85Q: 3 clusters Score -1605358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1605358.875000 Penalty: 4720.841309
	Iteration 86Q: 3 clusters Score -1605359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1605358.750000 Penalty: 4720.841309
	Iteration 87Q: 3 clusters Score -1605359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1605358.750000 Penalty: 4720.841309
	Iteration 88F: 3 clusters Score -1605359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Entering Unmasked Estep 
Score: -3355836.500000 Penalty: 2547.964600
	Iteration 0F: 2 clusters Score -3355836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3335974.000000 Penalty: 5095.929199
	Iteration 0F: 3 clusters Score -3335974 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3343138.000000 Penalty: 5095.929199
	Iteration 1F: 3 clusters Score -3343138 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3343708.000000 Penalty: 5095.929199
	Iteration 2F: 3 clusters Score -3343708 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3344352.000000 Penalty: 5095.929199
	Iteration 3F: 3 clusters Score -3344352 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3345253.750000 Penalty: 5095.929199
	Iteration 4F: 3 clusters Score -3345254 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3346503.750000 Penalty: 5095.929199
	Iteration 5F: 3 clusters Score -3346504 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3348047.000000 Penalty: 5095.929199
	Iteration 6F: 3 clusters Score -3348047 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3349818.500000 Penalty: 5095.929199
	Iteration 7F: 3 clusters Score -3349818 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3351383.000000 Penalty: 5095.929199
	Iteration 8F: 3 clusters Score -3351383 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3352586.250000 Penalty: 5095.929199
	Iteration 9F: 3 clusters Score -3352586 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -3353411.750000 Penalty: 5095.929199
	Iteration 10Q: 3 clusters Score -3353412 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3353899.750000 Penalty: 5095.929199
	Iteration 11Q: 3 clusters Score -3353900 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3354172.750000 Penalty: 5095.929199
	Iteration 12Q: 3 clusters Score -3354173 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3354326.250000 Penalty: 5095.929199
	Iteration 13Q: 3 clusters Score -3354326 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3354411.500000 Penalty: 5095.929199
	Iteration 14Q: 3 clusters Score -3354412 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3354456.000000 Penalty: 5095.929199
	Iteration 15Q: 3 clusters Score -3354456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -3354484.250000 Penalty: 5095.929199
	Iteration 16Q: 3 clusters Score -3354484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3354492.750000 Penalty: 5095.929199
	Iteration 17Q: 3 clusters Score -3354493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3354507.000000 Penalty: 5095.929199
	Iteration 18Q: 3 clusters Score -3354507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3354506.750000 Penalty: 5095.929199
	Iteration 19Q: 3 clusters Score -3354507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -3354509.500000 Penalty: 5095.929199
	Iteration 20F: 3 clusters Score -3354510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -3354511.500000 Penalty: 5095.929199
	Iteration 21Q: 3 clusters Score -3354512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -3354514.250000 Penalty: 5095.929199
	Iteration 22Q: 3 clusters Score -3354514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3354513.250000 Penalty: 5095.929199
	Iteration 23Q: 3 clusters Score -3354513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3354513.250000 Penalty: 5095.929199
	Iteration 24F: 3 clusters Score -3354513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -2813528.500000 Penalty: 2501.672852
	Iteration 0F: 2 clusters Score -2813528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2796966.000000 Penalty: 5003.345703
	Iteration 0F: 3 clusters Score -2796966 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2802513.250000 Penalty: 5003.345703
	Iteration 1F: 3 clusters Score -2802513 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2802885.250000 Penalty: 5003.345703
	Iteration 2Q: 3 clusters Score -2802885 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2803141.000000 Penalty: 5003.345703
	Iteration 3Q: 3 clusters Score -2803141 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2803364.500000 Penalty: 5003.345703
	Iteration 4Q: 3 clusters Score -2803364 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2803554.000000 Penalty: 5003.345703
	Iteration 5Q: 3 clusters Score -2803554 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2803757.750000 Penalty: 5003.345703
	Iteration 6Q: 3 clusters Score -2803758 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2804009.250000 Penalty: 5003.345703
	Iteration 7Q: 3 clusters Score -2804009 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2804465.750000 Penalty: 5003.345703
	Iteration 8Q: 3 clusters Score -2804466 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2805264.000000 Penalty: 5003.345703
	Iteration 9Q: 3 clusters Score -2805264 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2806390.500000 Penalty: 5003.345703
	Iteration 10F: 3 clusters Score -2806390 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2807650.000000 Penalty: 5003.345703
	Iteration 11F: 3 clusters Score -2807650 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2808856.000000 Penalty: 5003.345703
	Iteration 12F: 3 clusters Score -2808856 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2809828.000000 Penalty: 5003.345703
	Iteration 13F: 3 clusters Score -2809828 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2810497.750000 Penalty: 5003.345703
	Iteration 14Q: 3 clusters Score -2810498 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2810852.000000 Penalty: 5003.345703
	Iteration 15Q: 3 clusters Score -2810852 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2811117.250000 Penalty: 5003.345703
	Iteration 16Q: 3 clusters Score -2811117 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2811337.000000 Penalty: 5003.345703
	Iteration 17Q: 3 clusters Score -2811337 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2811517.250000 Penalty: 5003.345703
	Iteration 18Q: 3 clusters Score -2811517 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2811664.250000 Penalty: 5003.345703
	Iteration 19Q: 3 clusters Score -2811664 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2811785.000000 Penalty: 5003.345703
	Iteration 20F: 3 clusters Score -2811785 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2811873.750000 Penalty: 5003.345703
	Iteration 21Q: 3 clusters Score -2811874 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2811937.250000 Penalty: 5003.345703
	Iteration 22Q: 3 clusters Score -2811937 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2811997.000000 Penalty: 5003.345703
	Iteration 23Q: 3 clusters Score -2811997 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2812047.250000 Penalty: 5003.345703
	Iteration 24Q: 3 clusters Score -2812047 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2812081.000000 Penalty: 5003.345703
	Iteration 25Q: 3 clusters Score -2812081 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2812092.500000 Penalty: 5003.345703
	Iteration 26Q: 3 clusters Score -2812092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2812113.750000 Penalty: 5003.345703
	Iteration 27Q: 3 clusters Score -2812114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2812114.750000 Penalty: 5003.345703
	Iteration 28Q: 3 clusters Score -2812115 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2812134.250000 Penalty: 5003.345703
	Iteration 29Q: 3 clusters Score -2812134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2812144.750000 Penalty: 5003.345703
	Iteration 30Q: 3 clusters Score -2812145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2812150.500000 Penalty: 5003.345703
	Iteration 31Q: 3 clusters Score -2812150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2812156.500000 Penalty: 5003.345703
	Iteration 32Q: 3 clusters Score -2812156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2812155.250000 Penalty: 5003.345703
	Iteration 33Q: 3 clusters Score -2812155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2812154.000000 Penalty: 5003.345703
	Iteration 34Q: 3 clusters Score -2812154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2812160.000000 Penalty: 5003.345703
	Iteration 35Q: 3 clusters Score -2812160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2812166.000000 Penalty: 5003.345703
	Iteration 36Q: 3 clusters Score -2812166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2812168.250000 Penalty: 5003.345703
	Iteration 37Q: 3 clusters Score -2812168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2812174.500000 Penalty: 5003.345703
	Iteration 38Q: 3 clusters Score -2812174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2812187.250000 Penalty: 5003.345703
	Iteration 39Q: 3 clusters Score -2812187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2812192.750000 Penalty: 5003.345703
	Iteration 40F: 3 clusters Score -2812193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2812190.750000 Penalty: 5003.345703
	Iteration 41Q: 3 clusters Score -2812191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2812196.750000 Penalty: 5003.345703
	Iteration 42Q: 3 clusters Score -2812197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2812198.250000 Penalty: 5003.345703
	Iteration 43Q: 3 clusters Score -2812198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2812197.750000 Penalty: 5003.345703
	Iteration 44Q: 3 clusters Score -2812198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2812198.000000 Penalty: 5003.345703
	Iteration 45Q: 3 clusters Score -2812198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2812199.500000 Penalty: 5003.345703
	Iteration 46Q: 3 clusters Score -2812200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2812203.000000 Penalty: 5003.345703
	Iteration 47Q: 3 clusters Score -2812203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2812203.000000 Penalty: 5003.345703
	Iteration 48Q: 3 clusters Score -2812203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2812202.750000 Penalty: 5003.345703
	Iteration 49Q: 3 clusters Score -2812203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2812202.250000 Penalty: 5003.345703
	Iteration 50Q: 3 clusters Score -2812202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2812203.750000 Penalty: 5003.345703
	Iteration 51Q: 3 clusters Score -2812204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2812199.500000 Penalty: 5003.345703
	Iteration 52Q: 3 clusters Score -2812200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2812203.000000 Penalty: 5003.345703
	Iteration 53Q: 3 clusters Score -2812203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2812207.500000 Penalty: 5003.345703
	Iteration 54Q: 3 clusters Score -2812208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2812207.500000 Penalty: 5003.345703
	Iteration 55F: 3 clusters Score -2812208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24783 members 
Mstep: Class 4 contains 7304 members 
Mstep: Class 5 contains 14198 members 
Mstep: Class 6 contains 44688 members 
Mstep: Class 7 contains 267967 members 
Mstep: Class 8 contains 204085 members 
Mstep: Class 12 contains 13600 members 
Mstep: Class 15 contains 28971 members 
Mstep: Class 19 contains 24038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637952.000000 Penalty: 36522.324219
Iteration 319Q: 12 clusters Score -7.463795e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24769 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 14193 members 
Mstep: Class 6 contains 44699 members 
Mstep: Class 7 contains 267414 members 
Mstep: Class 8 contains 204305 members 
Mstep: Class 12 contains 13576 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 19 contains 24042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637968.000000 Penalty: 36522.324219
Iteration 320F: 12 clusters Score -7.463797e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24757 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 14190 members 
Mstep: Class 6 contains 44720 members 
Mstep: Class 7 contains 266830 members 
Mstep: Class 8 contains 204517 members 
Mstep: Class 12 contains 13562 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 19 contains 24040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638064.000000 Penalty: 36522.324219
Iteration 321Q: 12 clusters Score -7.463806e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24748 members 
Mstep: Class 4 contains 7260 members 
Mstep: Class 5 contains 14188 members 
Mstep: Class 6 contains 44740 members 
Mstep: Class 7 contains 266187 members 
Mstep: Class 8 contains 204786 members 
Mstep: Class 12 contains 13540 members 
Mstep: Class 15 contains 28981 members 
Mstep: Class 19 contains 24045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638112.000000 Penalty: 36522.324219
Iteration 322Q: 12 clusters Score -7.463811e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24749 members 
Mstep: Class 4 contains 7245 members 
Mstep: Class 5 contains 14182 members 
Mstep: Class 6 contains 44771 members 
Mstep: Class 7 contains 265527 members 
Mstep: Class 8 contains 205069 members 
Mstep: Class 12 contains 13511 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 19 contains 24038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638216.000000 Penalty: 36522.324219
Iteration 323Q: 12 clusters Score -7.463822e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24741 members 
Mstep: Class 4 contains 7231 members 
Mstep: Class 5 contains 14177 members 
Mstep: Class 6 contains 44788 members 
Mstep: Class 7 contains 264849 members 
Mstep: Class 8 contains 205350 members 
Mstep: Class 12 contains 13484 members 
Mstep: Class 15 contains 28984 members 
Mstep: Class 19 contains 24035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638224.000000 Penalty: 36522.324219
Iteration 324Q: 12 clusters Score -7.463822e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24721 members 
Mstep: Class 4 contains 7211 members 
Mstep: Class 5 contains 14166 members 
Mstep: Class 6 contains 44786 members 
Mstep: Class 7 contains 264213 members 
Mstep: Class 8 contains 205642 members 
Mstep: Class 12 contains 13457 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 19 contains 24026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638448.000000 Penalty: 36522.324219
Iteration 325Q: 12 clusters Score -7.463845e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 24700 members 
Mstep: Class 4 contains 7185 members 
Mstep: Class 5 contains 14161 members 
Mstep: Class 6 contains 44783 members 
Mstep: Class 7 contains 263516 members 
Mstep: Class 8 contains 205991 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 15 contains 28989 members 
Mstep: Class 19 contains 24010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638432.000000 Penalty: 36522.324219
Iteration 326Q: 12 clusters Score -7.463843e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 24685 members 
Mstep: Class 4 contains 7171 members 
Mstep: Class 5 contains 14155 members 
Mstep: Class 6 contains 44776 members 
Mstep: Class 7 contains 262847 members 
Mstep: Class 8 contains 206271 members 
Mstep: Class 12 contains 13402 members 
Mstep: Class 15 contains 28992 members 
Mstep: Class 19 contains 23993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638672.000000 Penalty: 36522.324219
Iteration 327Q: 12 clusters Score -7.463867e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 24677 members 
Mstep: Class 4 contains 7161 members 
Mstep: Class 5 contains 14136 members 
Mstep: Class 6 contains 44782 members 
Mstep: Class 7 contains 262129 members 
Mstep: Class 8 contains 206579 members 
Mstep: Class 12 contains 13375 members 
Mstep: Class 15 contains 28991 members 
Mstep: Class 19 contains 23976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638672.000000 Penalty: 36522.324219
Iteration 328Q: 12 clusters Score -7.463867e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 24673 members 
Mstep: Class 4 contains 7152 members 
Mstep: Class 5 contains 14124 members 
Mstep: Class 6 contains 44774 members 
Mstep: Class 7 contains 261384 members 
Mstep: Class 8 contains 206919 members 
Mstep: Class 12 contains 13344 members 
Mstep: Class 15 contains 28995 members 
Mstep: Class 19 contains 23959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638552.000000 Penalty: 36522.324219
Iteration 329Q: 12 clusters Score -7.463855e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 24667 members 
Mstep: Class 4 contains 7149 members 
Mstep: Class 5 contains 14099 members 
Mstep: Class 6 contains 44762 members 
Mstep: Class 7 contains 260657 members 
Mstep: Class 8 contains 207235 members 
Mstep: Class 12 contains 13309 members 
Mstep: Class 15 contains 28996 members 
Mstep: Class 19 contains 23950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638456.000000 Penalty: 36522.324219
Iteration 330Q: 12 clusters Score -7.463846e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 24670 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 14088 members 
Mstep: Class 6 contains 44775 members 
Mstep: Class 7 contains 259872 members 
Mstep: Class 8 contains 207569 members 
Mstep: Class 12 contains 13262 members 
Mstep: Class 15 contains 28999 members 
Mstep: Class 19 contains 23933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638616.000000 Penalty: 36522.324219
Iteration 331Q: 12 clusters Score -7.463862e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 24662 members 
Mstep: Class 4 contains 7123 members 
Mstep: Class 5 contains 14069 members 
Mstep: Class 6 contains 44772 members 
Mstep: Class 7 contains 259107 members 
Mstep: Class 8 contains 207909 members 
Mstep: Class 12 contains 13221 members 
Mstep: Class 15 contains 29001 members 
Mstep: Class 19 contains 23920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638680.000000 Penalty: 36522.324219
Iteration 332Q: 12 clusters Score -7.463868e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 24656 members 
Mstep: Class 4 contains 7115 members 
Mstep: Class 5 contains 14051 members 
Mstep: Class 6 contains 44760 members 
Mstep: Class 7 contains 258326 members 
Mstep: Class 8 contains 208262 members 
Mstep: Class 12 contains 13177 members 
Mstep: Class 15 contains 29004 members 
Mstep: Class 19 contains 23911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638440.000000 Penalty: 36522.324219
Iteration 333Q: 12 clusters Score -7.463844e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 24649 members 
Mstep: Class 4 contains 7107 members 
Mstep: Class 5 contains 14033 members 
Mstep: Class 6 contains 44762 members 
Mstep: Class 7 contains 257509 members 
Mstep: Class 8 contains 208616 members 
Mstep: Class 12 contains 13143 members 
Mstep: Class 15 contains 29003 members 
Mstep: Class 19 contains 23896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638568.000000 Penalty: 36522.324219
Iteration 334Q: 12 clusters Score -7.463857e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24641 members 
Mstep: Class 4 contains 7093 members 
Mstep: Class 5 contains 14017 members 
Mstep: Class 6 contains 44769 members 
Mstep: Class 7 contains 256686 members 
Mstep: Class 8 contains 208935 members 
Mstep: Class 12 contains 13103 members 
Mstep: Class 15 contains 28995 members 
Mstep: Class 19 contains 23879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638424.000000 Penalty: 36522.324219
Iteration 335Q: 12 clusters Score -7.463842e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 24619 members 
Mstep: Class 4 contains 7089 members 
Mstep: Class 5 contains 13996 members 
Mstep: Class 6 contains 44776 members 
Mstep: Class 7 contains 255831 members 
Mstep: Class 8 contains 209273 members 
Mstep: Class 12 contains 13063 members 
Mstep: Class 15 contains 28996 members 
Mstep: Class 19 contains 23863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638400.000000 Penalty: 36522.324219
Iteration 336Q: 12 clusters Score -7.46384e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 24607 members 
Mstep: Class 4 contains 7086 members 
Mstep: Class 5 contains 13979 members 
Mstep: Class 6 contains 44765 members 
Mstep: Class 7 contains 254977 members 
Mstep: Class 8 contains 209596 members 
Mstep: Class 12 contains 13029 members 
Mstep: Class 15 contains 28997 members 
Mstep: Class 19 contains 23857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638432.000000 Penalty: 36522.324219
Iteration 337Q: 12 clusters Score -7.463843e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 24600 members 
Mstep: Class 4 contains 7085 members 
Mstep: Class 5 contains 13951 members 
Mstep: Class 6 contains 44749 members 
Mstep: Class 7 contains 254074 members 
Mstep: Class 8 contains 209958 members 
Mstep: Class 12 contains 12999 members 
Mstep: Class 15 contains 28998 members 
Mstep: Class 19 contains 23841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638576.000000 Penalty: 36522.324219
Iteration 338Q: 12 clusters Score -7.463858e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 24575 members 
Mstep: Class 4 contains 7074 members 
Mstep: Class 5 contains 13922 members 
Mstep: Class 6 contains 44748 members 
Mstep: Class 7 contains 253131 members 
Mstep: Class 8 contains 210390 members 
Mstep: Class 12 contains 12956 members 
Mstep: Class 15 contains 28997 members 
Mstep: Class 19 contains 23833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638720.000000 Penalty: 36522.324219
Iteration 339Q: 12 clusters Score -7.463872e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24563 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 13903 members 
Mstep: Class 6 contains 44739 members 
Mstep: Class 7 contains 252158 members 
Mstep: Class 8 contains 210835 members 
Mstep: Class 12 contains 12928 members 
Mstep: Class 15 contains 28997 members 
Mstep: Class 19 contains 23820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638952.000000 Penalty: 36522.324219
Iteration 340F: 12 clusters Score -7.463895e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 24531 members 
Mstep: Class 4 contains 7049 members 
Mstep: Class 5 contains 13890 members 
Mstep: Class 6 contains 44734 members 
Mstep: Class 7 contains 251174 members 
Mstep: Class 8 contains 211287 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 15 contains 28995 members 
Mstep: Class 19 contains 23803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638912.000000 Penalty: 36522.324219
Iteration 341Q: 12 clusters Score -7.463891e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 24499 members 
Mstep: Class 4 contains 7038 members 
Mstep: Class 5 contains 13860 members 
Mstep: Class 6 contains 44732 members 
Mstep: Class 7 contains 250230 members 
Mstep: Class 8 contains 211670 members 
Mstep: Class 12 contains 12860 members 
Mstep: Class 15 contains 28996 members 
Mstep: Class 19 contains 23786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639264.000000 Penalty: 36522.324219
Iteration 342Q: 12 clusters Score -7.463926e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 24476 members 
Mstep: Class 4 contains 7027 members 
Mstep: Class 5 contains 13842 members 
Mstep: Class 6 contains 44730 members 
Mstep: Class 7 contains 249255 members 
Mstep: Class 8 contains 212065 members 
Mstep: Class 12 contains 12826 members 
Mstep: Class 15 contains 28993 members 
Mstep: Class 19 contains 23761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639512.000000 Penalty: 36522.324219
Iteration 343Q: 12 clusters Score -7.463951e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24466 members 
Mstep: Class 4 contains 7011 members 
Mstep: Class 5 contains 13838 members 
Mstep: Class 6 contains 44715 members 
Mstep: Class 7 contains 248297 members 
Mstep: Class 8 contains 212425 members 
Mstep: Class 12 contains 12792 members 
Mstep: Class 15 contains 28993 members 
Mstep: Class 19 contains 23734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639632.000000 Penalty: 36522.324219
Iteration 344Q: 12 clusters Score -7.463963e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24446 members 
Mstep: Class 4 contains 6996 members 
Mstep: Class 5 contains 13821 members 
Mstep: Class 6 contains 44715 members 
Mstep: Class 7 contains 247308 members 
Mstep: Class 8 contains 212828 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 15 contains 28996 members 
Mstep: Class 19 contains 23709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639520.000000 Penalty: 36522.324219
Iteration 345Q: 12 clusters Score -7.463952e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24431 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 13807 members 
Mstep: Class 6 contains 44709 members 
Mstep: Class 7 contains 246340 members 
Mstep: Class 8 contains 213142 members 
Mstep: Class 12 contains 12758 members 
Mstep: Class 15 contains 29000 members 
Mstep: Class 19 contains 23679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639568.000000 Penalty: 36522.324219
Iteration 346Q: 12 clusters Score -7.463957e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24418 members 
Mstep: Class 4 contains 6958 members 
Mstep: Class 5 contains 13788 members 
Mstep: Class 6 contains 44714 members 
Mstep: Class 7 contains 245374 members 
Mstep: Class 8 contains 213457 members 
Mstep: Class 12 contains 12736 members 
Mstep: Class 15 contains 29003 members 
Mstep: Class 19 contains 23654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639976.000000 Penalty: 36522.324219
Iteration 347Q: 12 clusters Score -7.463998e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24401 members 
Mstep: Class 4 contains 6945 members 
Mstep: Class 5 contains 13763 members 
Mstep: Class 6 contains 44723 members 
Mstep: Class 7 contains 244407 members 
Mstep: Class 8 contains 213753 members 
Mstep: Class 12 contains 12721 members 
Mstep: Class 15 contains 29000 members 
Mstep: Class 19 contains 23626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639968.000000 Penalty: 36522.324219
Iteration 348Q: 12 clusters Score -7.463997e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 1425 members 
Mstep: Class 3 contains 24385 members 
Mstep: Class 4 contains 6944 members 
Mstep: Class 5 contains 13750 members 
Mstep: Class 6 contains 44728 members 
Mstep: Class 7 contains 243459 members 
Mstep: Class 8 contains 214069 members 
Mstep: Class 12 contains 12698 members 
Mstep: Class 15 contains 29001 members 
Mstep: Class 19 contains 23584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639888.000000 Penalty: 36522.324219
Iteration 349Q: 12 clusters Score -7.463989e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24371 members 
Mstep: Class 4 contains 6939 members 
Mstep: Class 5 contains 13743 members 
Mstep: Class 6 contains 44727 members 
Mstep: Class 7 contains 242542 members 
Mstep: Class 8 contains 214344 members 
Mstep: Class 12 contains 12677 members 
Mstep: Class 15 contains 29006 members 
Mstep: Class 19 contains 23545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640144.000000 Penalty: 36522.324219
Iteration 350Q: 12 clusters Score -7.464014e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24373 members 
Mstep: Class 4 contains 6926 members 
Mstep: Class 5 contains 13732 members 
Mstep: Class 6 contains 44723 members 
Mstep: Class 7 contains 241609 members 
Mstep: Class 8 contains 214562 members 
Mstep: Class 12 contains 12672 members 
Mstep: Class 15 contains 29011 members 
Mstep: Class 19 contains 23519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640288.000000 Penalty: 36522.324219
Iteration 351Q: 12 clusters Score -7.464029e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24366 members 
Mstep: Class 4 contains 6916 members 
Mstep: Class 5 contains 13709 members 
Mstep: Class 6 contains 44722 members 
Mstep: Class 7 contains 240691 members 
Mstep: Class 8 contains 214749 members 
Mstep: Class 12 contains 12669 members 
Mstep: Class 15 contains 29007 members 
Mstep: Class 19 contains 23481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640336.000000 Penalty: 36522.324219
Iteration 352Q: 12 clusters Score -7.464034e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 24368 members 
Mstep: Class 4 contains 6913 members 
Mstep: Class 5 contains 13693 members 
Mstep: Class 6 contains 44717 members 
Mstep: Class 7 contains 239794 members 
Mstep: Class 8 contains 214875 members 
Mstep: Class 12 contains 12658 members 
Mstep: Class 15 contains 29003 members 
Mstep: Class 19 contains 23452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640640.000000 Penalty: 36522.324219
Iteration 353Q: 12 clusters Score -7.464064e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24372 members 
Mstep: Class 4 contains 6900 members 
Mstep: Class 5 contains 13678 members 
Mstep: Class 6 contains 44713 members 
Mstep: Class 7 contains 238861 members 
Mstep: Class 8 contains 215026 members 
Mstep: Class 12 contains 12649 members 
Mstep: Class 15 contains 29006 members 
Mstep: Class 19 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640552.000000 Penalty: 36522.324219
Iteration 354Q: 12 clusters Score -7.464055e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 24393 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 13667 members 
Mstep: Class 6 contains 44712 members 
Mstep: Class 7 contains 237890 members 
Mstep: Class 8 contains 215234 members 
Mstep: Class 12 contains 12637 members 
Mstep: Class 15 contains 29007 members 
Mstep: Class 19 contains 23393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640880.000000 Penalty: 36522.324219
Iteration 355Q: 12 clusters Score -7.464088e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 6881 members 
Mstep: Class 5 contains 13656 members 
Mstep: Class 6 contains 44704 members 
Mstep: Class 7 contains 236980 members 
Mstep: Class 8 contains 215429 members 
Mstep: Class 12 contains 12620 members 
Mstep: Class 15 contains 29004 members 
Mstep: Class 19 contains 23372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640992.000000 Penalty: 36522.324219
Iteration 356Q: 12 clusters Score -7.464099e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 24394 members 
Mstep: Class 4 contains 6867 members 
Mstep: Class 5 contains 13637 members 
Mstep: Class 6 contains 44692 members 
Mstep: Class 7 contains 236118 members 
Mstep: Class 8 contains 215539 members 
Mstep: Class 12 contains 12605 members 
Mstep: Class 15 contains 29008 members 
Mstep: Class 19 contains 23352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641080.000000 Penalty: 36522.324219
Iteration 357Q: 12 clusters Score -7.464108e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 24410 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 13607 members 
Mstep: Class 6 contains 44678 members 
Mstep: Class 7 contains 235254 members 
Mstep: Class 8 contains 215567 members 
Mstep: Class 12 contains 12607 members 
Mstep: Class 15 contains 29011 members 
Mstep: Class 19 contains 23328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641208.000000 Penalty: 36522.324219
Iteration 358Q: 12 clusters Score -7.464121e+07 nChanged 2045
Entering ConstructFrom: 
Score: -74641208.000000 Penalty: 36522.324219
Entering ConstructFrom: 
Trying to split cluster 1 (46199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Entering Unmasked Estep 
Score: -5436033.000000 Penalty: 2663.696777
	Iteration 0F: 2 clusters Score -5436033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5404710.500000 Penalty: 5327.393555
	Iteration 0F: 3 clusters Score -5404710 nChanged 21319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -5416615.500000 Penalty: 5327.393555
	Iteration 1F: 3 clusters Score -5416616 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -5417248.000000 Penalty: 5327.393555
	Iteration 2Q: 3 clusters Score -5417248 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -5418196.000000 Penalty: 5327.393555
	Iteration 3Q: 3 clusters Score -5418196 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -5419637.500000 Penalty: 5327.393555
	Iteration 4F: 3 clusters Score -5419638 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -5422131.000000 Penalty: 5327.393555
	Iteration 5F: 3 clusters Score -5422131 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -5425473.000000 Penalty: 5327.393555
	Iteration 6F: 3 clusters Score -5425473 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -5429088.000000 Penalty: 5327.393555
	Iteration 7F: 3 clusters Score -5429088 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -5432014.500000 Penalty: 5327.393555
	Iteration 8F: 3 clusters Score -5432014 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -5433874.500000 Penalty: 5327.393555
	Iteration 9Q: 3 clusters Score -5433874 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -5434638.500000 Penalty: 5327.393555
	Iteration 10Q: 3 clusters Score -5434638 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -5434877.500000 Penalty: 5327.393555
	Iteration 11Q: 3 clusters Score -5434878 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -5434989.000000 Penalty: 5327.393555
	Iteration 12Q: 3 clusters Score -5434989 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -5435058.500000 Penalty: 5327.393555
	Iteration 13Q: 3 clusters Score -5435058 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -5435132.000000 Penalty: 5327.393555
	Iteration 14Q: 3 clusters Score -5435132 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -5435180.000000 Penalty: 5327.393555
	Iteration 15Q: 3 clusters Score -5435180 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -5435218.000000 Penalty: 5327.393555
	Iteration 16Q: 3 clusters Score -5435218 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -5435234.500000 Penalty: 5327.393555
	Iteration 17Q: 3 clusters Score -5435234 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -5435256.500000 Penalty: 5327.393555
	Iteration 18Q: 3 clusters Score -5435256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -5435262.000000 Penalty: 5327.393555
	Iteration 19Q: 3 clusters Score -5435262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -5435272.000000 Penalty: 5327.393555
	Iteration 20F: 3 clusters Score -5435272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -5435281.000000 Penalty: 5327.393555
	Iteration 21Q: 3 clusters Score -5435281 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -5435275.500000 Penalty: 5327.393555
	Iteration 22Q: 3 clusters Score -5435276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -5435281.500000 Penalty: 5327.393555
	Iteration 23Q: 3 clusters Score -5435282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -5435283.000000 Penalty: 5327.393555
	Iteration 24Q: 3 clusters Score -5435283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -5435285.500000 Penalty: 5327.393555
	Iteration 25Q: 3 clusters Score -5435286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -5435292.500000 Penalty: 5327.393555
	Iteration 26Q: 3 clusters Score -5435292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -5435296.000000 Penalty: 5327.393555
	Iteration 27Q: 3 clusters Score -5435296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -5435297.000000 Penalty: 5327.393555
	Iteration 28Q: 3 clusters Score -5435297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -5435302.000000 Penalty: 5327.393555
	Iteration 29Q: 3 clusters Score -5435302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -5435298.500000 Penalty: 5327.393555
	Iteration 30Q: 3 clusters Score -5435298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -5435290.500000 Penalty: 5327.393555
	Iteration 31Q: 3 clusters Score -5435290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -5435295.000000 Penalty: 5327.393555
	Iteration 32Q: 3 clusters Score -5435295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -5435288.000000 Penalty: 5327.393555
	Iteration 33Q: 3 clusters Score -5435288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5435297.000000 Penalty: 5327.393555
	Iteration 34Q: 3 clusters Score -5435297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5435299.500000 Penalty: 5327.393555
	Iteration 35Q: 3 clusters Score -5435300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -5435294.000000 Penalty: 5327.393555
	Iteration 36Q: 3 clusters Score -5435294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5435297.000000 Penalty: 5327.393555
	Iteration 37Q: 3 clusters Score -5435297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -5435295.000000 Penalty: 5327.393555
	Iteration 38Q: 3 clusters Score -5435295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -5435297.000000 Penalty: 5327.393555
	Iteration 39Q: 3 clusters Score -5435297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -5435300.500000 Penalty: 5327.393555
	Iteration 40F: 3 clusters Score -5435300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -5435302.500000 Penalty: 5327.393555
	Iteration 41Q: 3 clusters Score -5435302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -5435302.500000 Penalty: 5327.393555
	Iteration 42Q: 3 clusters Score -5435302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -5435303.000000 Penalty: 5327.393555
	Iteration 43Q: 3 clusters Score -5435303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -5435295.500000 Penalty: 5327.393555
	Iteration 44Q: 3 clusters Score -5435296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -5435297.000000 Penalty: 5327.393555
	Iteration 45Q: 3 clusters Score -5435297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -5435297.000000 Penalty: 5327.393555
	Iteration 46F: 3 clusters Score -5435297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -143962.375000 Penalty: 1801.479492
	Iteration 0F: 2 clusters Score -143962.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -141946.109375 Penalty: 3602.958984
	Iteration 0F: 3 clusters Score -141946.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -142928.125000 Penalty: 3602.958984
	Iteration 1F: 3 clusters Score -142928.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -143365.421875 Penalty: 3602.958984
	Iteration 2F: 3 clusters Score -143365.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -143553.812500 Penalty: 3602.958984
	Iteration 3F: 3 clusters Score -143553.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -143838.531250 Penalty: 3602.958984
	Iteration 4F: 3 clusters Score -143838.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -144206.640625 Penalty: 3602.958984
	Iteration 5F: 3 clusters Score -144206.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -144439.484375 Penalty: 3602.958984
	Iteration 6F: 3 clusters Score -144439.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -144568.109375 Penalty: 3602.958984
	Iteration 7Q: 3 clusters Score -144568.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -144664.562500 Penalty: 3602.958984
	Iteration 8Q: 3 clusters Score -144664.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -144717.593750 Penalty: 3602.958984
	Iteration 9Q: 3 clusters Score -144717.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -144757.750000 Penalty: 3602.958984
	Iteration 10Q: 3 clusters Score -144757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -144772.937500 Penalty: 3602.958984
	Iteration 11Q: 3 clusters Score -144772.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -144795.031250 Penalty: 3602.958984
	Iteration 12Q: 3 clusters Score -144795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -144799.453125 Penalty: 3602.958984
	Iteration 13Q: 3 clusters Score -144799.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -144803.687500 Penalty: 3602.958984
	Iteration 14Q: 3 clusters Score -144803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -144805.390625 Penalty: 3602.958984
	Iteration 15Q: 3 clusters Score -144805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -144807.843750 Penalty: 3602.958984
	Iteration 16Q: 3 clusters Score -144807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -144809.406250 Penalty: 3602.958984
	Iteration 17Q: 3 clusters Score -144809.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -144809.406250 Penalty: 3602.958984
	Iteration 18F: 3 clusters Score -144809.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 24404 members 
Mstep: Class 4 contains 6856 members 
Mstep: Class 5 contains 13580 members 
Mstep: Class 6 contains 44678 members 
Mstep: Class 7 contains 234491 members 
Mstep: Class 8 contains 215533 members 
Mstep: Class 9 contains 336 members 
Mstep: Class 12 contains 12599 members 
Mstep: Class 15 contains 29014 members 
Mstep: Class 19 contains 23305 members 
Entering Unmasked Estep 
Score: -74640440.000000 Penalty: 39842.535156
Splitting cluster 2 changes total score from -74641208.000000 to -74640440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (24404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Entering Unmasked Estep 
Score: -2863366.500000 Penalty: 2505.420654
	Iteration 0F: 2 clusters Score -2863366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2846485.750000 Penalty: 5010.841309
	Iteration 0F: 3 clusters Score -2846486 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2852144.250000 Penalty: 5010.841309
	Iteration 1F: 3 clusters Score -2852144 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2852622.750000 Penalty: 5010.841309
	Iteration 2F: 3 clusters Score -2852623 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2853051.500000 Penalty: 5010.841309
	Iteration 3Q: 3 clusters Score -2853052 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2853543.000000 Penalty: 5010.841309
	Iteration 4Q: 3 clusters Score -2853543 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2854161.750000 Penalty: 5010.841309
	Iteration 5Q: 3 clusters Score -2854162 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2854983.250000 Penalty: 5010.841309
	Iteration 6F: 3 clusters Score -2854983 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2855923.250000 Penalty: 5010.841309
	Iteration 7F: 3 clusters Score -2855923 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2857007.000000 Penalty: 5010.841309
	Iteration 8F: 3 clusters Score -2857007 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2858163.000000 Penalty: 5010.841309
	Iteration 9F: 3 clusters Score -2858163 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2859201.750000 Penalty: 5010.841309
	Iteration 10Q: 3 clusters Score -2859202 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2859928.000000 Penalty: 5010.841309
	Iteration 11Q: 3 clusters Score -2859928 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2860425.500000 Penalty: 5010.841309
	Iteration 12Q: 3 clusters Score -2860426 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2860706.500000 Penalty: 5010.841309
	Iteration 13Q: 3 clusters Score -2860706 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2860857.250000 Penalty: 5010.841309
	Iteration 14Q: 3 clusters Score -2860857 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2860956.250000 Penalty: 5010.841309
	Iteration 15Q: 3 clusters Score -2860956 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2861028.750000 Penalty: 5010.841309
	Iteration 16Q: 3 clusters Score -2861029 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2861078.000000 Penalty: 5010.841309
	Iteration 17Q: 3 clusters Score -2861078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2861109.500000 Penalty: 5010.841309
	Iteration 18Q: 3 clusters Score -2861110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2861129.000000 Penalty: 5010.841309
	Iteration 19Q: 3 clusters Score -2861129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2861137.000000 Penalty: 5010.841309
	Iteration 20F: 3 clusters Score -2861137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2861150.250000 Penalty: 5010.841309
	Iteration 21Q: 3 clusters Score -2861150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2861157.000000 Penalty: 5010.841309
	Iteration 22Q: 3 clusters Score -2861157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2861157.250000 Penalty: 5010.841309
	Iteration 23Q: 3 clusters Score -2861157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2861166.250000 Penalty: 5010.841309
	Iteration 24Q: 3 clusters Score -2861166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2861171.000000 Penalty: 5010.841309
	Iteration 25Q: 3 clusters Score -2861171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2861177.000000 Penalty: 5010.841309
	Iteration 26Q: 3 clusters Score -2861177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2861191.000000 Penalty: 5010.841309
	Iteration 27Q: 3 clusters Score -2861191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2861192.500000 Penalty: 5010.841309
	Iteration 28Q: 3 clusters Score -2861192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2861193.250000 Penalty: 5010.841309
	Iteration 29Q: 3 clusters Score -2861193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2861193.250000 Penalty: 5010.841309
	Iteration 30F: 3 clusters Score -2861193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Entering Unmasked Estep 
Score: -795603.750000 Penalty: 2190.553955
	Iteration 0F: 2 clusters Score -795603.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -789990.000000 Penalty: 4381.107910
	Iteration 0F: 3 clusters Score -789990 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -791461.750000 Penalty: 4381.107910
	Iteration 1F: 3 clusters Score -791461.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -791711.062500 Penalty: 4381.107910
	Iteration 2F: 3 clusters Score -791711.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -791842.937500 Penalty: 4381.107910
	Iteration 3Q: 3 clusters Score -791842.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -791937.000000 Penalty: 4381.107910
	Iteration 4Q: 3 clusters Score -791937 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -791999.562500 Penalty: 4381.107910
	Iteration 5Q: 3 clusters Score -791999.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -792064.750000 Penalty: 4381.107910
	Iteration 6Q: 3 clusters Score -792064.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -792129.687500 Penalty: 4381.107910
	Iteration 7Q: 3 clusters Score -792129.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -792192.250000 Penalty: 4381.107910
	Iteration 8Q: 3 clusters Score -792192.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -792268.062500 Penalty: 4381.107910
	Iteration 9Q: 3 clusters Score -792268.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -792364.812500 Penalty: 4381.107910
	Iteration 10Q: 3 clusters Score -792364.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -792477.125000 Penalty: 4381.107910
	Iteration 11Q: 3 clusters Score -792477.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -792598.125000 Penalty: 4381.107910
	Iteration 12Q: 3 clusters Score -792598.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -792737.625000 Penalty: 4381.107910
	Iteration 13Q: 3 clusters Score -792737.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -792921.312500 Penalty: 4381.107910
	Iteration 14Q: 3 clusters Score -792921.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -793121.812500 Penalty: 4381.107910
	Iteration 15Q: 3 clusters Score -793121.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -793335.062500 Penalty: 4381.107910
	Iteration 16Q: 3 clusters Score -793335.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -793500.625000 Penalty: 4381.107910
	Iteration 17Q: 3 clusters Score -793500.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -793640.875000 Penalty: 4381.107910
	Iteration 18Q: 3 clusters Score -793640.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -793754.625000 Penalty: 4381.107910
	Iteration 19Q: 3 clusters Score -793754.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -793887.000000 Penalty: 4381.107910
	Iteration 20F: 3 clusters Score -793887 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -794019.375000 Penalty: 4381.107910
	Iteration 21Q: 3 clusters Score -794019.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -794130.812500 Penalty: 4381.107910
	Iteration 22Q: 3 clusters Score -794130.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -794242.750000 Penalty: 4381.107910
	Iteration 23Q: 3 clusters Score -794242.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -794337.250000 Penalty: 4381.107910
	Iteration 24Q: 3 clusters Score -794337.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -794418.812500 Penalty: 4381.107910
	Iteration 25Q: 3 clusters Score -794418.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -794499.875000 Penalty: 4381.107910
	Iteration 26Q: 3 clusters Score -794499.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -794563.437500 Penalty: 4381.107910
	Iteration 27Q: 3 clusters Score -794563.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -794605.250000 Penalty: 4381.107910
	Iteration 28Q: 3 clusters Score -794605.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -794628.187500 Penalty: 4381.107910
	Iteration 29Q: 3 clusters Score -794628.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -794652.625000 Penalty: 4381.107910
	Iteration 30Q: 3 clusters Score -794652.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -794665.000000 Penalty: 4381.107910
	Iteration 31Q: 3 clusters Score -794665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -794683.125000 Penalty: 4381.107910
	Iteration 32Q: 3 clusters Score -794683.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -794693.250000 Penalty: 4381.107910
	Iteration 33Q: 3 clusters Score -794693.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -794703.500000 Penalty: 4381.107910
	Iteration 34Q: 3 clusters Score -794703.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -794708.187500 Penalty: 4381.107910
	Iteration 35Q: 3 clusters Score -794708.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -794713.625000 Penalty: 4381.107910
	Iteration 36Q: 3 clusters Score -794713.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -794717.625000 Penalty: 4381.107910
	Iteration 37Q: 3 clusters Score -794717.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -794722.125000 Penalty: 4381.107910
	Iteration 38Q: 3 clusters Score -794722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -794724.437500 Penalty: 4381.107910
	Iteration 39Q: 3 clusters Score -794724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -794727.687500 Penalty: 4381.107910
	Iteration 40F: 3 clusters Score -794727.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -794728.562500 Penalty: 4381.107910
	Iteration 41Q: 3 clusters Score -794728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -794729.812500 Penalty: 4381.107910
	Iteration 42Q: 3 clusters Score -794729.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -794729.937500 Penalty: 4381.107910
	Iteration 43Q: 3 clusters Score -794729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -794729.250000 Penalty: 4381.107910
	Iteration 44Q: 3 clusters Score -794729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -794729.875000 Penalty: 4381.107910
	Iteration 45Q: 3 clusters Score -794729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -794731.687500 Penalty: 4381.107910
	Iteration 46Q: 3 clusters Score -794731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -794730.187500 Penalty: 4381.107910
	Iteration 47Q: 3 clusters Score -794730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -794731.187500 Penalty: 4381.107910
	Iteration 48Q: 3 clusters Score -794731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -794731.250000 Penalty: 4381.107910
	Iteration 49Q: 3 clusters Score -794731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -794730.812500 Penalty: 4381.107910
	Iteration 50Q: 3 clusters Score -794730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -794731.500000 Penalty: 4381.107910
	Iteration 51Q: 3 clusters Score -794731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -794731.500000 Penalty: 4381.107910
	Iteration 52F: 3 clusters Score -794731.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Entering Unmasked Estep 
Score: -1607030.500000 Penalty: 2360.055664
	Iteration 0F: 2 clusters Score -1607030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1597115.750000 Penalty: 4720.111328
	Iteration 0F: 3 clusters Score -1597116 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1600144.500000 Penalty: 4720.111328
	Iteration 1F: 3 clusters Score -1600144 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1600563.875000 Penalty: 4720.111328
	Iteration 2F: 3 clusters Score -1600564 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1600884.250000 Penalty: 4720.111328
	Iteration 3F: 3 clusters Score -1600884 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1601111.000000 Penalty: 4720.111328
	Iteration 4Q: 3 clusters Score -1601111 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1601301.125000 Penalty: 4720.111328
	Iteration 5Q: 3 clusters Score -1601301 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1601480.750000 Penalty: 4720.111328
	Iteration 6Q: 3 clusters Score -1601481 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1601627.500000 Penalty: 4720.111328
	Iteration 7Q: 3 clusters Score -1601628 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1601781.000000 Penalty: 4720.111328
	Iteration 8Q: 3 clusters Score -1601781 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1601907.000000 Penalty: 4720.111328
	Iteration 9Q: 3 clusters Score -1601907 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1602017.875000 Penalty: 4720.111328
	Iteration 10Q: 3 clusters Score -1602018 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1602124.250000 Penalty: 4720.111328
	Iteration 11Q: 3 clusters Score -1602124 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1602242.500000 Penalty: 4720.111328
	Iteration 12Q: 3 clusters Score -1602242 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1602354.875000 Penalty: 4720.111328
	Iteration 13Q: 3 clusters Score -1602355 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1602516.250000 Penalty: 4720.111328
	Iteration 14Q: 3 clusters Score -1602516 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1602695.000000 Penalty: 4720.111328
	Iteration 15Q: 3 clusters Score -1602695 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1602894.750000 Penalty: 4720.111328
	Iteration 16Q: 3 clusters Score -1602895 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1603089.250000 Penalty: 4720.111328
	Iteration 17Q: 3 clusters Score -1603089 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1603266.875000 Penalty: 4720.111328
	Iteration 18Q: 3 clusters Score -1603267 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1603398.500000 Penalty: 4720.111328
	Iteration 19Q: 3 clusters Score -1603398 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1603499.875000 Penalty: 4720.111328
	Iteration 20F: 3 clusters Score -1603500 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1603565.625000 Penalty: 4720.111328
	Iteration 21Q: 3 clusters Score -1603566 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1603623.250000 Penalty: 4720.111328
	Iteration 22Q: 3 clusters Score -1603623 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1603662.500000 Penalty: 4720.111328
	Iteration 23Q: 3 clusters Score -1603662 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1603703.750000 Penalty: 4720.111328
	Iteration 24Q: 3 clusters Score -1603704 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1603735.500000 Penalty: 4720.111328
	Iteration 25Q: 3 clusters Score -1603736 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1603762.750000 Penalty: 4720.111328
	Iteration 26Q: 3 clusters Score -1603763 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1603787.875000 Penalty: 4720.111328
	Iteration 27Q: 3 clusters Score -1603788 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1603815.000000 Penalty: 4720.111328
	Iteration 28Q: 3 clusters Score -1603815 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1603852.500000 Penalty: 4720.111328
	Iteration 29Q: 3 clusters Score -1603852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1603876.750000 Penalty: 4720.111328
	Iteration 30Q: 3 clusters Score -1603877 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1603921.250000 Penalty: 4720.111328
	Iteration 31Q: 3 clusters Score -1603921 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1603946.250000 Penalty: 4720.111328
	Iteration 32Q: 3 clusters Score -1603946 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1603980.125000 Penalty: 4720.111328
	Iteration 33Q: 3 clusters Score -1603980 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1604015.500000 Penalty: 4720.111328
	Iteration 34Q: 3 clusters Score -1604016 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1604051.750000 Penalty: 4720.111328
	Iteration 35Q: 3 clusters Score -1604052 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1604090.750000 Penalty: 4720.111328
	Iteration 36Q: 3 clusters Score -1604091 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1604126.125000 Penalty: 4720.111328
	Iteration 37Q: 3 clusters Score -1604126 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1604146.500000 Penalty: 4720.111328
	Iteration 38Q: 3 clusters Score -1604146 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1604168.875000 Penalty: 4720.111328
	Iteration 39Q: 3 clusters Score -1604169 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1604191.125000 Penalty: 4720.111328
	Iteration 40F: 3 clusters Score -1604191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1604215.875000 Penalty: 4720.111328
	Iteration 41Q: 3 clusters Score -1604216 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1604239.125000 Penalty: 4720.111328
	Iteration 42Q: 3 clusters Score -1604239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1604257.000000 Penalty: 4720.111328
	Iteration 43Q: 3 clusters Score -1604257 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1604276.000000 Penalty: 4720.111328
	Iteration 44Q: 3 clusters Score -1604276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1604296.250000 Penalty: 4720.111328
	Iteration 45Q: 3 clusters Score -1604296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1604316.625000 Penalty: 4720.111328
	Iteration 46Q: 3 clusters Score -1604317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1604339.250000 Penalty: 4720.111328
	Iteration 47Q: 3 clusters Score -1604339 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1604368.750000 Penalty: 4720.111328
	Iteration 48Q: 3 clusters Score -1604369 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1604398.250000 Penalty: 4720.111328
	Iteration 49Q: 3 clusters Score -1604398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1604429.375000 Penalty: 4720.111328
	Iteration 50Q: 3 clusters Score -1604429 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1604459.250000 Penalty: 4720.111328
	Iteration 51Q: 3 clusters Score -1604459 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1604492.250000 Penalty: 4720.111328
	Iteration 52Q: 3 clusters Score -1604492 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1604531.000000 Penalty: 4720.111328
	Iteration 53Q: 3 clusters Score -1604531 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1604554.375000 Penalty: 4720.111328
	Iteration 54Q: 3 clusters Score -1604554 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1604587.125000 Penalty: 4720.111328
	Iteration 55Q: 3 clusters Score -1604587 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1604619.875000 Penalty: 4720.111328
	Iteration 56Q: 3 clusters Score -1604620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1604645.000000 Penalty: 4720.111328
	Iteration 57Q: 3 clusters Score -1604645 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1604665.375000 Penalty: 4720.111328
	Iteration 58Q: 3 clusters Score -1604665 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1604698.250000 Penalty: 4720.111328
	Iteration 59Q: 3 clusters Score -1604698 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1604731.625000 Penalty: 4720.111328
	Iteration 60F: 3 clusters Score -1604732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1604760.875000 Penalty: 4720.111328
	Iteration 61Q: 3 clusters Score -1604761 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1604799.250000 Penalty: 4720.111328
	Iteration 62Q: 3 clusters Score -1604799 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1604841.125000 Penalty: 4720.111328
	Iteration 63Q: 3 clusters Score -1604841 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1604870.750000 Penalty: 4720.111328
	Iteration 64Q: 3 clusters Score -1604871 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1604901.000000 Penalty: 4720.111328
	Iteration 65Q: 3 clusters Score -1604901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1604929.625000 Penalty: 4720.111328
	Iteration 66Q: 3 clusters Score -1604930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1604951.125000 Penalty: 4720.111328
	Iteration 67Q: 3 clusters Score -1604951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1604972.125000 Penalty: 4720.111328
	Iteration 68Q: 3 clusters Score -1604972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1604992.000000 Penalty: 4720.111328
	Iteration 69Q: 3 clusters Score -1604992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1605010.125000 Penalty: 4720.111328
	Iteration 70Q: 3 clusters Score -1605010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1605031.750000 Penalty: 4720.111328
	Iteration 71Q: 3 clusters Score -1605032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1605044.750000 Penalty: 4720.111328
	Iteration 72Q: 3 clusters Score -1605045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1605051.875000 Penalty: 4720.111328
	Iteration 73Q: 3 clusters Score -1605052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1605058.125000 Penalty: 4720.111328
	Iteration 74Q: 3 clusters Score -1605058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1605062.000000 Penalty: 4720.111328
	Iteration 75Q: 3 clusters Score -1605062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1605072.750000 Penalty: 4720.111328
	Iteration 76Q: 3 clusters Score -1605073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1605075.125000 Penalty: 4720.111328
	Iteration 77Q: 3 clusters Score -1605075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1605081.500000 Penalty: 4720.111328
	Iteration 78Q: 3 clusters Score -1605082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1605084.500000 Penalty: 4720.111328
	Iteration 79Q: 3 clusters Score -1605084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1605086.000000 Penalty: 4720.111328
	Iteration 80F: 3 clusters Score -1605086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1605089.500000 Penalty: 4720.111328
	Iteration 81Q: 3 clusters Score -1605090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1605088.875000 Penalty: 4720.111328
	Iteration 82Q: 3 clusters Score -1605089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1605089.000000 Penalty: 4720.111328
	Iteration 83Q: 3 clusters Score -1605089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1605093.250000 Penalty: 4720.111328
	Iteration 84Q: 3 clusters Score -1605093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1605098.250000 Penalty: 4720.111328
	Iteration 85Q: 3 clusters Score -1605098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1605100.625000 Penalty: 4720.111328
	Iteration 86Q: 3 clusters Score -1605101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1605103.125000 Penalty: 4720.111328
	Iteration 87Q: 3 clusters Score -1605103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1605103.875000 Penalty: 4720.111328
	Iteration 88Q: 3 clusters Score -1605104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1605108.250000 Penalty: 4720.111328
	Iteration 89Q: 3 clusters Score -1605108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1605113.250000 Penalty: 4720.111328
	Iteration 90Q: 3 clusters Score -1605113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1605121.250000 Penalty: 4720.111328
	Iteration 91Q: 3 clusters Score -1605121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1605127.125000 Penalty: 4720.111328
	Iteration 92Q: 3 clusters Score -1605127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1605132.500000 Penalty: 4720.111328
	Iteration 93Q: 3 clusters Score -1605132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1605134.875000 Penalty: 4720.111328
	Iteration 94Q: 3 clusters Score -1605135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1605135.125000 Penalty: 4720.111328
	Iteration 95Q: 3 clusters Score -1605135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1605136.750000 Penalty: 4720.111328
	Iteration 96Q: 3 clusters Score -1605137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1605138.250000 Penalty: 4720.111328
	Iteration 97Q: 3 clusters Score -1605138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1605138.125000 Penalty: 4720.111328
	Iteration 98Q: 3 clusters Score -1605138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1605138.125000 Penalty: 4720.111328
	Iteration 99Q: 3 clusters Score -1605138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1605139.125000 Penalty: 4720.111328
	Iteration 100F: 3 clusters Score -1605139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Entering Unmasked Estep 
Score: -5047725.000000 Penalty: 2655.394531
	Iteration 0F: 2 clusters Score -5047725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -5017390.000000 Penalty: 5310.789062
	Iteration 0F: 3 clusters Score -5017390 nChanged 20645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5028406.500000 Penalty: 5310.789062
	Iteration 1F: 3 clusters Score -5028406 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -5028937.000000 Penalty: 5310.789062
	Iteration 2Q: 3 clusters Score -5028937 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -5029592.500000 Penalty: 5310.789062
	Iteration 3Q: 3 clusters Score -5029592 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -5030398.500000 Penalty: 5310.789062
	Iteration 4Q: 3 clusters Score -5030398 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -5031392.500000 Penalty: 5310.789062
	Iteration 5Q: 3 clusters Score -5031392 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -5032355.500000 Penalty: 5310.789062
	Iteration 6Q: 3 clusters Score -5032356 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -5033225.000000 Penalty: 5310.789062
	Iteration 7Q: 3 clusters Score -5033225 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -5034016.500000 Penalty: 5310.789062
	Iteration 8Q: 3 clusters Score -5034016 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -5034919.500000 Penalty: 5310.789062
	Iteration 9Q: 3 clusters Score -5034920 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -5035876.000000 Penalty: 5310.789062
	Iteration 10Q: 3 clusters Score -5035876 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -5037010.500000 Penalty: 5310.789062
	Iteration 11Q: 3 clusters Score -5037010 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -5038355.000000 Penalty: 5310.789062
	Iteration 12Q: 3 clusters Score -5038355 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -5039815.000000 Penalty: 5310.789062
	Iteration 13Q: 3 clusters Score -5039815 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -5041278.000000 Penalty: 5310.789062
	Iteration 14Q: 3 clusters Score -5041278 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -5042554.500000 Penalty: 5310.789062
	Iteration 15Q: 3 clusters Score -5042554 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -5043559.500000 Penalty: 5310.789062
	Iteration 16Q: 3 clusters Score -5043560 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5044207.500000 Penalty: 5310.789062
	Iteration 17Q: 3 clusters Score -5044208 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5044656.000000 Penalty: 5310.789062
	Iteration 18Q: 3 clusters Score -5044656 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5044930.000000 Penalty: 5310.789062
	Iteration 19Q: 3 clusters Score -5044930 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5045145.000000 Penalty: 5310.789062
	Iteration 20F: 3 clusters Score -5045145 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5045273.000000 Penalty: 5310.789062
	Iteration 21Q: 3 clusters Score -5045273 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5045359.500000 Penalty: 5310.789062
	Iteration 22Q: 3 clusters Score -5045360 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5045404.500000 Penalty: 5310.789062
	Iteration 23Q: 3 clusters Score -5045404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5045465.000000 Penalty: 5310.789062
	Iteration 24Q: 3 clusters Score -5045465 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5045501.000000 Penalty: 5310.789062
	Iteration 25Q: 3 clusters Score -5045501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5045524.500000 Penalty: 5310.789062
	Iteration 26Q: 3 clusters Score -5045524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5045533.000000 Penalty: 5310.789062
	Iteration 27Q: 3 clusters Score -5045533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5045549.500000 Penalty: 5310.789062
	Iteration 28Q: 3 clusters Score -5045550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5045552.000000 Penalty: 5310.789062
	Iteration 29Q: 3 clusters Score -5045552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5045555.000000 Penalty: 5310.789062
	Iteration 30Q: 3 clusters Score -5045555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5045565.500000 Penalty: 5310.789062
	Iteration 31Q: 3 clusters Score -5045566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5045584.500000 Penalty: 5310.789062
	Iteration 32Q: 3 clusters Score -5045584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5045589.500000 Penalty: 5310.789062
	Iteration 33Q: 3 clusters Score -5045590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5045592.500000 Penalty: 5310.789062
	Iteration 34Q: 3 clusters Score -5045592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5045606.000000 Penalty: 5310.789062
	Iteration 35Q: 3 clusters Score -5045606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5045616.000000 Penalty: 5310.789062
	Iteration 36Q: 3 clusters Score -5045616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5045628.500000 Penalty: 5310.789062
	Iteration 37Q: 3 clusters Score -5045628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5045632.000000 Penalty: 5310.789062
	Iteration 38Q: 3 clusters Score -5045632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5045627.500000 Penalty: 5310.789062
	Iteration 39Q: 3 clusters Score -5045628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5045639.500000 Penalty: 5310.789062
	Iteration 40F: 3 clusters Score -5045640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5045637.000000 Penalty: 5310.789062
	Iteration 41Q: 3 clusters Score -5045637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5045638.500000 Penalty: 5310.789062
	Iteration 42Q: 3 clusters Score -5045638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5045645.000000 Penalty: 5310.789062
	Iteration 43Q: 3 clusters Score -5045645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5045644.000000 Penalty: 5310.789062
	Iteration 44Q: 3 clusters Score -5045644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5045640.500000 Penalty: 5310.789062
	Iteration 45Q: 3 clusters Score -5045640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5045640.000000 Penalty: 5310.789062
	Iteration 46Q: 3 clusters Score -5045640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5045641.000000 Penalty: 5310.789062
	Iteration 47Q: 3 clusters Score -5045641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5045641.000000 Penalty: 5310.789062
	Iteration 48F: 3 clusters Score -5045641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (234491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234491 members 
Entering Unmasked Estep 
Score: -27175330.000000 Penalty: 3066.562744
	Iteration 0F: 2 clusters Score -2.717533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117432 members 
Mstep: Class 2 contains 117059 members 
Entering Unmasked Estep 
Score: -27025878.000000 Penalty: 6133.125488
	Iteration 0F: 3 clusters Score -2.702588e+07 nChanged 112941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121689 members 
Mstep: Class 2 contains 112802 members 
Entering Unmasked Estep 
Score: -27092822.000000 Penalty: 6133.125488
	Iteration 1F: 3 clusters Score -2.709282e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124251 members 
Mstep: Class 2 contains 110240 members 
Entering Unmasked Estep 
Score: -27094848.000000 Penalty: 6133.125488
	Iteration 2Q: 3 clusters Score -2.709485e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128060 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -27097832.000000 Penalty: 6133.125488
	Iteration 3Q: 3 clusters Score -2.709783e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133228 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -27101984.000000 Penalty: 6133.125488
	Iteration 4Q: 3 clusters Score -2.710198e+07 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140147 members 
Mstep: Class 2 contains 94344 members 
Entering Unmasked Estep 
Score: -27108610.000000 Penalty: 6133.125488
	Iteration 5F: 3 clusters Score -2.710861e+07 nChanged 13918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148701 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -27118552.000000 Penalty: 6133.125488
	Iteration 6F: 3 clusters Score -2.711855e+07 nChanged 15061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157506 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -27130604.000000 Penalty: 6133.125488
	Iteration 7F: 3 clusters Score -2.71306e+07 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164710 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -27141768.000000 Penalty: 6133.125488
	Iteration 8F: 3 clusters Score -2.714177e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169897 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -27148620.000000 Penalty: 6133.125488
	Iteration 9F: 3 clusters Score -2.714862e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174049 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -27151986.000000 Penalty: 6133.125488
	Iteration 10Q: 3 clusters Score -2.715199e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177917 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -27154298.000000 Penalty: 6133.125488
	Iteration 11Q: 3 clusters Score -2.71543e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181920 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -27155826.000000 Penalty: 6133.125488
	Iteration 12Q: 3 clusters Score -2.715583e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185888 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -27157036.000000 Penalty: 6133.125488
	Iteration 13Q: 3 clusters Score -2.715704e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189754 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -27158224.000000 Penalty: 6133.125488
	Iteration 14Q: 3 clusters Score -2.715822e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193581 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -27159508.000000 Penalty: 6133.125488
	Iteration 15Q: 3 clusters Score -2.715951e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197337 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -27160790.000000 Penalty: 6133.125488
	Iteration 16Q: 3 clusters Score -2.716079e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200926 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -27161944.000000 Penalty: 6133.125488
	Iteration 17Q: 3 clusters Score -2.716194e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204304 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -27163062.000000 Penalty: 6133.125488
	Iteration 18Q: 3 clusters Score -2.716306e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207660 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -27164038.000000 Penalty: 6133.125488
	Iteration 19Q: 3 clusters Score -2.716404e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210896 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -27165226.000000 Penalty: 6133.125488
	Iteration 20F: 3 clusters Score -2.716523e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213815 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -27166150.000000 Penalty: 6133.125488
	Iteration 21Q: 3 clusters Score -2.716615e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216466 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -27166816.000000 Penalty: 6133.125488
	Iteration 22Q: 3 clusters Score -2.716682e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218838 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -27167740.000000 Penalty: 6133.125488
	Iteration 23Q: 3 clusters Score -2.716774e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220903 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -27168454.000000 Penalty: 6133.125488
	Iteration 24Q: 3 clusters Score -2.716845e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222740 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -27169066.000000 Penalty: 6133.125488
	Iteration 25Q: 3 clusters Score -2.716907e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224359 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -27169592.000000 Penalty: 6133.125488
	Iteration 26Q: 3 clusters Score -2.716959e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225710 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -27170090.000000 Penalty: 6133.125488
	Iteration 27Q: 3 clusters Score -2.717009e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226896 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -27170512.000000 Penalty: 6133.125488
	Iteration 28Q: 3 clusters Score -2.717051e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227925 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -27170958.000000 Penalty: 6133.125488
	Iteration 29Q: 3 clusters Score -2.717096e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228766 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -27171206.000000 Penalty: 6133.125488
	Iteration 30Q: 3 clusters Score -2.717121e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229449 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -27171460.000000 Penalty: 6133.125488
	Iteration 31Q: 3 clusters Score -2.717146e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229992 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -27171650.000000 Penalty: 6133.125488
	Iteration 32Q: 3 clusters Score -2.717165e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230470 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -27171846.000000 Penalty: 6133.125488
	Iteration 33Q: 3 clusters Score -2.717185e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230873 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -27172054.000000 Penalty: 6133.125488
	Iteration 34Q: 3 clusters Score -2.717205e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231245 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -27172070.000000 Penalty: 6133.125488
	Iteration 35Q: 3 clusters Score -2.717207e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231548 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -27172270.000000 Penalty: 6133.125488
	Iteration 36Q: 3 clusters Score -2.717227e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231789 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -27172420.000000 Penalty: 6133.125488
	Iteration 37Q: 3 clusters Score -2.717242e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231969 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -27172536.000000 Penalty: 6133.125488
	Iteration 38Q: 3 clusters Score -2.717254e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232107 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -27172602.000000 Penalty: 6133.125488
	Iteration 39Q: 3 clusters Score -2.71726e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232217 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -27172640.000000 Penalty: 6133.125488
	Iteration 40F: 3 clusters Score -2.717264e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232302 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -27172668.000000 Penalty: 6133.125488
	Iteration 41Q: 3 clusters Score -2.717267e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232374 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -27172710.000000 Penalty: 6133.125488
	Iteration 42Q: 3 clusters Score -2.717271e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232439 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -27172754.000000 Penalty: 6133.125488
	Iteration 43Q: 3 clusters Score -2.717275e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232492 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -27172778.000000 Penalty: 6133.125488
	Iteration 44Q: 3 clusters Score -2.717278e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232539 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -27172814.000000 Penalty: 6133.125488
	Iteration 45Q: 3 clusters Score -2.717281e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232577 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -27172786.000000 Penalty: 6133.125488
	Iteration 46Q: 3 clusters Score -2.717279e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232610 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -27172788.000000 Penalty: 6133.125488
	Iteration 47Q: 3 clusters Score -2.717279e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232636 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -27172796.000000 Penalty: 6133.125488
	Iteration 48Q: 3 clusters Score -2.71728e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232662 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -27172798.000000 Penalty: 6133.125488
	Iteration 49Q: 3 clusters Score -2.71728e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232682 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -27172846.000000 Penalty: 6133.125488
	Iteration 50Q: 3 clusters Score -2.717285e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232713 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -27172828.000000 Penalty: 6133.125488
	Iteration 51Q: 3 clusters Score -2.717283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232738 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -27172850.000000 Penalty: 6133.125488
	Iteration 52Q: 3 clusters Score -2.717285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232757 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -27172846.000000 Penalty: 6133.125488
	Iteration 53Q: 3 clusters Score -2.717285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232780 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -27172858.000000 Penalty: 6133.125488
	Iteration 54Q: 3 clusters Score -2.717286e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232797 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -27172852.000000 Penalty: 6133.125488
	Iteration 55Q: 3 clusters Score -2.717285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232812 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -27172844.000000 Penalty: 6133.125488
	Iteration 56Q: 3 clusters Score -2.717284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232816 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -27172828.000000 Penalty: 6133.125488
	Iteration 57Q: 3 clusters Score -2.717283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232822 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -27172846.000000 Penalty: 6133.125488
	Iteration 58Q: 3 clusters Score -2.717285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232832 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -27172870.000000 Penalty: 6133.125488
	Iteration 59Q: 3 clusters Score -2.717287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232845 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -27172860.000000 Penalty: 6133.125488
	Iteration 60F: 3 clusters Score -2.717286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232859 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -27172862.000000 Penalty: 6133.125488
	Iteration 61Q: 3 clusters Score -2.717286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232869 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -27172878.000000 Penalty: 6133.125488
	Iteration 62Q: 3 clusters Score -2.717288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232881 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -27172904.000000 Penalty: 6133.125488
	Iteration 63Q: 3 clusters Score -2.71729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232897 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -27172960.000000 Penalty: 6133.125488
	Iteration 64Q: 3 clusters Score -2.717296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232905 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -27172934.000000 Penalty: 6133.125488
	Iteration 65Q: 3 clusters Score -2.717293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232912 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -27172926.000000 Penalty: 6133.125488
	Iteration 66Q: 3 clusters Score -2.717293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232915 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -27172956.000000 Penalty: 6133.125488
	Iteration 67Q: 3 clusters Score -2.717296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232912 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -27172962.000000 Penalty: 6133.125488
	Iteration 68Q: 3 clusters Score -2.717296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232914 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -27172958.000000 Penalty: 6133.125488
	Iteration 69Q: 3 clusters Score -2.717296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232916 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -27172940.000000 Penalty: 6133.125488
	Iteration 70Q: 3 clusters Score -2.717294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232919 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -27172952.000000 Penalty: 6133.125488
	Iteration 71Q: 3 clusters Score -2.717295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232921 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -27172958.000000 Penalty: 6133.125488
	Iteration 72Q: 3 clusters Score -2.717296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232922 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -27172950.000000 Penalty: 6133.125488
	Iteration 73Q: 3 clusters Score -2.717295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232925 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -27172950.000000 Penalty: 6133.125488
	Iteration 74Q: 3 clusters Score -2.717295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232926 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -27172938.000000 Penalty: 6133.125488
	Iteration 75Q: 3 clusters Score -2.717294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232927 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -27172936.000000 Penalty: 6133.125488
	Iteration 76Q: 3 clusters Score -2.717294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232928 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -27172944.000000 Penalty: 6133.125488
	Iteration 77Q: 3 clusters Score -2.717294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232928 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -27172944.000000 Penalty: 6133.125488
	Iteration 78F: 3 clusters Score -2.717294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (215533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215533 members 
Entering Unmasked Estep 
Score: -25109388.000000 Penalty: 3045.655518
	Iteration 0F: 2 clusters Score -2.510939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107576 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -24974812.000000 Penalty: 6091.311035
	Iteration 0F: 3 clusters Score -2.497481e+07 nChanged 103661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104515 members 
Mstep: Class 2 contains 111018 members 
Entering Unmasked Estep 
Score: -25035338.000000 Penalty: 6091.311035
	Iteration 1F: 3 clusters Score -2.503534e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102725 members 
Mstep: Class 2 contains 112808 members 
Entering Unmasked Estep 
Score: -25036412.000000 Penalty: 6091.311035
	Iteration 2Q: 3 clusters Score -2.503641e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 115691 members 
Entering Unmasked Estep 
Score: -25037934.000000 Penalty: 6091.311035
	Iteration 3Q: 3 clusters Score -2.503793e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95331 members 
Mstep: Class 2 contains 120202 members 
Entering Unmasked Estep 
Score: -25040184.000000 Penalty: 6091.311035
	Iteration 4Q: 3 clusters Score -2.504018e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88205 members 
Mstep: Class 2 contains 127328 members 
Entering Unmasked Estep 
Score: -25044068.000000 Penalty: 6091.311035
	Iteration 5Q: 3 clusters Score -2.504407e+07 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 137830 members 
Entering Unmasked Estep 
Score: -25051020.000000 Penalty: 6091.311035
	Iteration 6F: 3 clusters Score -2.505102e+07 nChanged 14730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 151820 members 
Entering Unmasked Estep 
Score: -25061236.000000 Penalty: 6091.311035
	Iteration 7F: 3 clusters Score -2.506124e+07 nChanged 16615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 168083 members 
Entering Unmasked Estep 
Score: -25073516.000000 Penalty: 6091.311035
	Iteration 8F: 3 clusters Score -2.507352e+07 nChanged 15451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 183238 members 
Entering Unmasked Estep 
Score: -25085924.000000 Penalty: 6091.311035
	Iteration 9F: 3 clusters Score -2.508592e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 193982 members 
Entering Unmasked Estep 
Score: -25093144.000000 Penalty: 6091.311035
	Iteration 10F: 3 clusters Score -2.509314e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 200668 members 
Entering Unmasked Estep 
Score: -25097696.000000 Penalty: 6091.311035
	Iteration 11Q: 3 clusters Score -2.50977e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 204946 members 
Entering Unmasked Estep 
Score: -25100844.000000 Penalty: 6091.311035
	Iteration 12Q: 3 clusters Score -2.510084e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 207853 members 
Entering Unmasked Estep 
Score: -25102780.000000 Penalty: 6091.311035
	Iteration 13Q: 3 clusters Score -2.510278e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 209900 members 
Entering Unmasked Estep 
Score: -25104136.000000 Penalty: 6091.311035
	Iteration 14Q: 3 clusters Score -2.510414e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 211333 members 
Entering Unmasked Estep 
Score: -25105172.000000 Penalty: 6091.311035
	Iteration 15Q: 3 clusters Score -2.510517e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 212289 members 
Entering Unmasked Estep 
Score: -25105802.000000 Penalty: 6091.311035
	Iteration 16Q: 3 clusters Score -2.51058e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 212959 members 
Entering Unmasked Estep 
Score: -25106102.000000 Penalty: 6091.311035
	Iteration 17Q: 3 clusters Score -2.51061e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 213407 members 
Entering Unmasked Estep 
Score: -25106344.000000 Penalty: 6091.311035
	Iteration 18Q: 3 clusters Score -2.510634e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 213747 members 
Entering Unmasked Estep 
Score: -25106442.000000 Penalty: 6091.311035
	Iteration 19Q: 3 clusters Score -2.510644e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 213955 members 
Entering Unmasked Estep 
Score: -25106560.000000 Penalty: 6091.311035
	Iteration 20F: 3 clusters Score -2.510656e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 214101 members 
Entering Unmasked Estep 
Score: -25106600.000000 Penalty: 6091.311035
	Iteration 21Q: 3 clusters Score -2.51066e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 214223 members 
Entering Unmasked Estep 
Score: -25106700.000000 Penalty: 6091.311035
	Iteration 22Q: 3 clusters Score -2.51067e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 214315 members 
Entering Unmasked Estep 
Score: -25106720.000000 Penalty: 6091.311035
	Iteration 23Q: 3 clusters Score -2.510672e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 214381 members 
Entering Unmasked Estep 
Score: -25106744.000000 Penalty: 6091.311035
	Iteration 24Q: 3 clusters Score -2.510674e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 214429 members 
Entering Unmasked Estep 
Score: -25106778.000000 Penalty: 6091.311035
	Iteration 25Q: 3 clusters Score -2.510678e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 214458 members 
Entering Unmasked Estep 
Score: -25106774.000000 Penalty: 6091.311035
	Iteration 26Q: 3 clusters Score -2.510677e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 214485 members 
Entering Unmasked Estep 
Score: -25106814.000000 Penalty: 6091.311035
	Iteration 27Q: 3 clusters Score -2.510681e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 214511 members 
Entering Unmasked Estep 
Score: -25106796.000000 Penalty: 6091.311035
	Iteration 28Q: 3 clusters Score -2.51068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 214531 members 
Entering Unmasked Estep 
Score: -25106830.000000 Penalty: 6091.311035
	Iteration 29Q: 3 clusters Score -2.510683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 214545 members 
Entering Unmasked Estep 
Score: -25106828.000000 Penalty: 6091.311035
	Iteration 30Q: 3 clusters Score -2.510683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 214556 members 
Entering Unmasked Estep 
Score: -25106872.000000 Penalty: 6091.311035
	Iteration 31Q: 3 clusters Score -2.510687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 214564 members 
Entering Unmasked Estep 
Score: -25106888.000000 Penalty: 6091.311035
	Iteration 32Q: 3 clusters Score -2.510689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 214567 members 
Entering Unmasked Estep 
Score: -25106882.000000 Penalty: 6091.311035
	Iteration 33Q: 3 clusters Score -2.510688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 214577 members 
Entering Unmasked Estep 
Score: -25106874.000000 Penalty: 6091.311035
	Iteration 34Q: 3 clusters Score -2.510687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 214587 members 
Entering Unmasked Estep 
Score: -25106884.000000 Penalty: 6091.311035
	Iteration 35Q: 3 clusters Score -2.510688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 214589 members 
Entering Unmasked Estep 
Score: -25106880.000000 Penalty: 6091.311035
	Iteration 36Q: 3 clusters Score -2.510688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 214591 members 
Entering Unmasked Estep 
Score: -25106882.000000 Penalty: 6091.311035
	Iteration 37Q: 3 clusters Score -2.510688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 214595 members 
Entering Unmasked Estep 
Score: -25106868.000000 Penalty: 6091.311035
	Iteration 38Q: 3 clusters Score -2.510687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 214597 members 
Entering Unmasked Estep 
Score: -25106880.000000 Penalty: 6091.311035
	Iteration 39Q: 3 clusters Score -2.510688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 214598 members 
Entering Unmasked Estep 
Score: -25106892.000000 Penalty: 6091.311035
	Iteration 40F: 3 clusters Score -2.510689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Entering Unmasked Estep 
Score: -1489411.000000 Penalty: 2341.460449
	Iteration 0F: 2 clusters Score -1489411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1480005.500000 Penalty: 4682.920898
	Iteration 0F: 3 clusters Score -1480006 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1482854.000000 Penalty: 4682.920898
	Iteration 1F: 3 clusters Score -1482854 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1483132.625000 Penalty: 4682.920898
	Iteration 2F: 3 clusters Score -1483133 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1483356.875000 Penalty: 4682.920898
	Iteration 3Q: 3 clusters Score -1483357 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1483552.125000 Penalty: 4682.920898
	Iteration 4Q: 3 clusters Score -1483552 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1483763.625000 Penalty: 4682.920898
	Iteration 5Q: 3 clusters Score -1483764 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1483962.125000 Penalty: 4682.920898
	Iteration 6Q: 3 clusters Score -1483962 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1484163.875000 Penalty: 4682.920898
	Iteration 7Q: 3 clusters Score -1484164 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1484387.125000 Penalty: 4682.920898
	Iteration 8Q: 3 clusters Score -1484387 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1484656.875000 Penalty: 4682.920898
	Iteration 9Q: 3 clusters Score -1484657 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1484927.750000 Penalty: 4682.920898
	Iteration 10Q: 3 clusters Score -1484928 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1485219.875000 Penalty: 4682.920898
	Iteration 11Q: 3 clusters Score -1485220 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1485498.250000 Penalty: 4682.920898
	Iteration 12Q: 3 clusters Score -1485498 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1485757.250000 Penalty: 4682.920898
	Iteration 13Q: 3 clusters Score -1485757 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1485944.000000 Penalty: 4682.920898
	Iteration 14Q: 3 clusters Score -1485944 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1486102.125000 Penalty: 4682.920898
	Iteration 15Q: 3 clusters Score -1486102 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1486214.375000 Penalty: 4682.920898
	Iteration 16Q: 3 clusters Score -1486214 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1486294.875000 Penalty: 4682.920898
	Iteration 17Q: 3 clusters Score -1486295 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1486367.625000 Penalty: 4682.920898
	Iteration 18Q: 3 clusters Score -1486368 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1486424.750000 Penalty: 4682.920898
	Iteration 19Q: 3 clusters Score -1486425 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1486465.375000 Penalty: 4682.920898
	Iteration 20F: 3 clusters Score -1486465 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1486500.250000 Penalty: 4682.920898
	Iteration 21Q: 3 clusters Score -1486500 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1486538.125000 Penalty: 4682.920898
	Iteration 22Q: 3 clusters Score -1486538 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1486560.125000 Penalty: 4682.920898
	Iteration 23Q: 3 clusters Score -1486560 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1486587.250000 Penalty: 4682.920898
	Iteration 24Q: 3 clusters Score -1486587 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1486617.375000 Penalty: 4682.920898
	Iteration 25Q: 3 clusters Score -1486617 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1486645.000000 Penalty: 4682.920898
	Iteration 26Q: 3 clusters Score -1486645 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1486669.000000 Penalty: 4682.920898
	Iteration 27Q: 3 clusters Score -1486669 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1486688.750000 Penalty: 4682.920898
	Iteration 28Q: 3 clusters Score -1486689 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1486706.125000 Penalty: 4682.920898
	Iteration 29Q: 3 clusters Score -1486706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1486726.000000 Penalty: 4682.920898
	Iteration 30Q: 3 clusters Score -1486726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1486743.375000 Penalty: 4682.920898
	Iteration 31Q: 3 clusters Score -1486743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1486751.500000 Penalty: 4682.920898
	Iteration 32Q: 3 clusters Score -1486752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1486758.125000 Penalty: 4682.920898
	Iteration 33Q: 3 clusters Score -1486758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1486767.250000 Penalty: 4682.920898
	Iteration 34Q: 3 clusters Score -1486767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1486770.375000 Penalty: 4682.920898
	Iteration 35Q: 3 clusters Score -1486770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1486782.625000 Penalty: 4682.920898
	Iteration 36Q: 3 clusters Score -1486783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1486792.625000 Penalty: 4682.920898
	Iteration 37Q: 3 clusters Score -1486793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1486798.875000 Penalty: 4682.920898
	Iteration 38Q: 3 clusters Score -1486799 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1486809.000000 Penalty: 4682.920898
	Iteration 39Q: 3 clusters Score -1486809 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1486817.625000 Penalty: 4682.920898
	Iteration 40F: 3 clusters Score -1486818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1486823.250000 Penalty: 4682.920898
	Iteration 41Q: 3 clusters Score -1486823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1486837.375000 Penalty: 4682.920898
	Iteration 42Q: 3 clusters Score -1486837 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1486844.250000 Penalty: 4682.920898
	Iteration 43Q: 3 clusters Score -1486844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1486852.750000 Penalty: 4682.920898
	Iteration 44Q: 3 clusters Score -1486853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1486863.250000 Penalty: 4682.920898
	Iteration 45Q: 3 clusters Score -1486863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1486877.125000 Penalty: 4682.920898
	Iteration 46Q: 3 clusters Score -1486877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1486886.625000 Penalty: 4682.920898
	Iteration 47Q: 3 clusters Score -1486887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1486900.125000 Penalty: 4682.920898
	Iteration 48Q: 3 clusters Score -1486900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1486915.125000 Penalty: 4682.920898
	Iteration 49Q: 3 clusters Score -1486915 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1486932.875000 Penalty: 4682.920898
	Iteration 50Q: 3 clusters Score -1486933 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1486938.750000 Penalty: 4682.920898
	Iteration 51Q: 3 clusters Score -1486939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1486946.250000 Penalty: 4682.920898
	Iteration 52Q: 3 clusters Score -1486946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1486953.500000 Penalty: 4682.920898
	Iteration 53Q: 3 clusters Score -1486954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1486964.500000 Penalty: 4682.920898
	Iteration 54Q: 3 clusters Score -1486964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1486970.625000 Penalty: 4682.920898
	Iteration 55Q: 3 clusters Score -1486971 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1486979.750000 Penalty: 4682.920898
	Iteration 56Q: 3 clusters Score -1486980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1486992.125000 Penalty: 4682.920898
	Iteration 57Q: 3 clusters Score -1486992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1487005.125000 Penalty: 4682.920898
	Iteration 58Q: 3 clusters Score -1487005 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1487012.750000 Penalty: 4682.920898
	Iteration 59Q: 3 clusters Score -1487013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1487030.500000 Penalty: 4682.920898
	Iteration 60F: 3 clusters Score -1487030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1487047.500000 Penalty: 4682.920898
	Iteration 61Q: 3 clusters Score -1487048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1487060.500000 Penalty: 4682.920898
	Iteration 62Q: 3 clusters Score -1487060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1487072.375000 Penalty: 4682.920898
	Iteration 63Q: 3 clusters Score -1487072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1487085.375000 Penalty: 4682.920898
	Iteration 64Q: 3 clusters Score -1487085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1487094.875000 Penalty: 4682.920898
	Iteration 65Q: 3 clusters Score -1487095 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1487106.500000 Penalty: 4682.920898
	Iteration 66Q: 3 clusters Score -1487106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1487112.000000 Penalty: 4682.920898
	Iteration 67Q: 3 clusters Score -1487112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1487116.250000 Penalty: 4682.920898
	Iteration 68Q: 3 clusters Score -1487116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1487122.500000 Penalty: 4682.920898
	Iteration 69Q: 3 clusters Score -1487122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1487126.875000 Penalty: 4682.920898
	Iteration 70Q: 3 clusters Score -1487127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1487134.500000 Penalty: 4682.920898
	Iteration 71Q: 3 clusters Score -1487134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1487139.875000 Penalty: 4682.920898
	Iteration 72Q: 3 clusters Score -1487140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1487148.750000 Penalty: 4682.920898
	Iteration 73Q: 3 clusters Score -1487149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1487160.375000 Penalty: 4682.920898
	Iteration 74Q: 3 clusters Score -1487160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1487163.750000 Penalty: 4682.920898
	Iteration 75Q: 3 clusters Score -1487164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1487170.250000 Penalty: 4682.920898
	Iteration 76Q: 3 clusters Score -1487170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1487176.750000 Penalty: 4682.920898
	Iteration 77Q: 3 clusters Score -1487177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1487181.125000 Penalty: 4682.920898
	Iteration 78Q: 3 clusters Score -1487181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1487185.500000 Penalty: 4682.920898
	Iteration 79Q: 3 clusters Score -1487186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1487191.000000 Penalty: 4682.920898
	Iteration 80F: 3 clusters Score -1487191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1487191.625000 Penalty: 4682.920898
	Iteration 81Q: 3 clusters Score -1487192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1487195.500000 Penalty: 4682.920898
	Iteration 82Q: 3 clusters Score -1487196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1487203.125000 Penalty: 4682.920898
	Iteration 83Q: 3 clusters Score -1487203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1487208.750000 Penalty: 4682.920898
	Iteration 84Q: 3 clusters Score -1487209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1487214.250000 Penalty: 4682.920898
	Iteration 85Q: 3 clusters Score -1487214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1487218.750000 Penalty: 4682.920898
	Iteration 86Q: 3 clusters Score -1487219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1487222.750000 Penalty: 4682.920898
	Iteration 87Q: 3 clusters Score -1487223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1487227.750000 Penalty: 4682.920898
	Iteration 88Q: 3 clusters Score -1487228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1487235.250000 Penalty: 4682.920898
	Iteration 89Q: 3 clusters Score -1487235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1487235.875000 Penalty: 4682.920898
	Iteration 90Q: 3 clusters Score -1487236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1487241.875000 Penalty: 4682.920898
	Iteration 91Q: 3 clusters Score -1487242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1487245.750000 Penalty: 4682.920898
	Iteration 92Q: 3 clusters Score -1487246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1487255.000000 Penalty: 4682.920898
	Iteration 93Q: 3 clusters Score -1487255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1487258.750000 Penalty: 4682.920898
	Iteration 94Q: 3 clusters Score -1487259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1487259.625000 Penalty: 4682.920898
	Iteration 95Q: 3 clusters Score -1487260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1487268.625000 Penalty: 4682.920898
	Iteration 96Q: 3 clusters Score -1487269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1487272.750000 Penalty: 4682.920898
	Iteration 97Q: 3 clusters Score -1487273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1487281.125000 Penalty: 4682.920898
	Iteration 98Q: 3 clusters Score -1487281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1487298.000000 Penalty: 4682.920898
	Iteration 99Q: 3 clusters Score -1487298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1487301.750000 Penalty: 4682.920898
	Iteration 100F: 3 clusters Score -1487302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1487304.375000 Penalty: 4682.920898
	Iteration 101Q: 3 clusters Score -1487304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1487303.750000 Penalty: 4682.920898
	Iteration 102Q: 3 clusters Score -1487304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1487304.500000 Penalty: 4682.920898
	Iteration 103Q: 3 clusters Score -1487304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1487306.500000 Penalty: 4682.920898
	Iteration 104Q: 3 clusters Score -1487306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1487312.625000 Penalty: 4682.920898
	Iteration 105Q: 3 clusters Score -1487313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1487315.875000 Penalty: 4682.920898
	Iteration 106Q: 3 clusters Score -1487316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1487316.125000 Penalty: 4682.920898
	Iteration 107Q: 3 clusters Score -1487316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1487314.125000 Penalty: 4682.920898
	Iteration 108Q: 3 clusters Score -1487314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1487317.500000 Penalty: 4682.920898
	Iteration 109Q: 3 clusters Score -1487318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1487320.750000 Penalty: 4682.920898
	Iteration 110Q: 3 clusters Score -1487321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1487321.500000 Penalty: 4682.920898
	Iteration 111Q: 3 clusters Score -1487322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1487321.000000 Penalty: 4682.920898
	Iteration 112Q: 3 clusters Score -1487321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1487321.375000 Penalty: 4682.920898
	Iteration 113Q: 3 clusters Score -1487321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1487322.875000 Penalty: 4682.920898
	Iteration 114Q: 3 clusters Score -1487323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1487322.875000 Penalty: 4682.920898
	Iteration 115Q: 3 clusters Score -1487323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1487321.625000 Penalty: 4682.920898
	Iteration 116Q: 3 clusters Score -1487322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1487325.250000 Penalty: 4682.920898
	Iteration 117Q: 3 clusters Score -1487325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1487323.375000 Penalty: 4682.920898
	Iteration 118Q: 3 clusters Score -1487323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1487324.625000 Penalty: 4682.920898
	Iteration 119Q: 3 clusters Score -1487325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1487324.625000 Penalty: 4682.920898
	Iteration 120F: 3 clusters Score -1487325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Entering Unmasked Estep 
Score: -3360855.750000 Penalty: 2548.332275
	Iteration 0F: 2 clusters Score -3360856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3340792.500000 Penalty: 5096.664551
	Iteration 0F: 3 clusters Score -3340792 nChanged 13129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3347936.250000 Penalty: 5096.664551
	Iteration 1F: 3 clusters Score -3347936 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3348517.250000 Penalty: 5096.664551
	Iteration 2Q: 3 clusters Score -3348517 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3349223.000000 Penalty: 5096.664551
	Iteration 3F: 3 clusters Score -3349223 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3350079.250000 Penalty: 5096.664551
	Iteration 4F: 3 clusters Score -3350079 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3350982.750000 Penalty: 5096.664551
	Iteration 5F: 3 clusters Score -3350983 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -3351842.500000 Penalty: 5096.664551
	Iteration 6F: 3 clusters Score -3351842 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3352606.250000 Penalty: 5096.664551
	Iteration 7F: 3 clusters Score -3352606 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3353254.500000 Penalty: 5096.664551
	Iteration 8F: 3 clusters Score -3353254 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3353861.500000 Penalty: 5096.664551
	Iteration 9Q: 3 clusters Score -3353862 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3354365.000000 Penalty: 5096.664551
	Iteration 10Q: 3 clusters Score -3354365 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3354862.250000 Penalty: 5096.664551
	Iteration 11Q: 3 clusters Score -3354862 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3355397.250000 Penalty: 5096.664551
	Iteration 12Q: 3 clusters Score -3355397 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3355924.500000 Penalty: 5096.664551
	Iteration 13Q: 3 clusters Score -3355924 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3356496.500000 Penalty: 5096.664551
	Iteration 14Q: 3 clusters Score -3356496 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3357045.250000 Penalty: 5096.664551
	Iteration 15Q: 3 clusters Score -3357045 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3357613.000000 Penalty: 5096.664551
	Iteration 16Q: 3 clusters Score -3357613 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3358095.500000 Penalty: 5096.664551
	Iteration 17Q: 3 clusters Score -3358096 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3358501.250000 Penalty: 5096.664551
	Iteration 18Q: 3 clusters Score -3358501 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3358787.000000 Penalty: 5096.664551
	Iteration 19Q: 3 clusters Score -3358787 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3358981.500000 Penalty: 5096.664551
	Iteration 20F: 3 clusters Score -3358982 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3359138.000000 Penalty: 5096.664551
	Iteration 21Q: 3 clusters Score -3359138 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3359222.750000 Penalty: 5096.664551
	Iteration 22Q: 3 clusters Score -3359223 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3359281.000000 Penalty: 5096.664551
	Iteration 23Q: 3 clusters Score -3359281 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3359323.500000 Penalty: 5096.664551
	Iteration 24Q: 3 clusters Score -3359324 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3359346.000000 Penalty: 5096.664551
	Iteration 25Q: 3 clusters Score -3359346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3359368.750000 Penalty: 5096.664551
	Iteration 26Q: 3 clusters Score -3359369 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3359387.250000 Penalty: 5096.664551
	Iteration 27Q: 3 clusters Score -3359387 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -3359420.250000 Penalty: 5096.664551
	Iteration 28Q: 3 clusters Score -3359420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3359439.250000 Penalty: 5096.664551
	Iteration 29Q: 3 clusters Score -3359439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -3359448.500000 Penalty: 5096.664551
	Iteration 30Q: 3 clusters Score -3359448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -3359463.000000 Penalty: 5096.664551
	Iteration 31Q: 3 clusters Score -3359463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3359467.500000 Penalty: 5096.664551
	Iteration 32Q: 3 clusters Score -3359468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3359462.250000 Penalty: 5096.664551
	Iteration 33Q: 3 clusters Score -3359462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3359469.500000 Penalty: 5096.664551
	Iteration 34Q: 3 clusters Score -3359470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3359471.250000 Penalty: 5096.664551
	Iteration 35Q: 3 clusters Score -3359471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3359469.500000 Penalty: 5096.664551
	Iteration 36Q: 3 clusters Score -3359470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3359470.250000 Penalty: 5096.664551
	Iteration 37Q: 3 clusters Score -3359470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3359467.500000 Penalty: 5096.664551
	Iteration 38Q: 3 clusters Score -3359468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3359470.250000 Penalty: 5096.664551
	Iteration 39Q: 3 clusters Score -3359470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3359477.000000 Penalty: 5096.664551
	Iteration 40F: 3 clusters Score -3359477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3359473.750000 Penalty: 5096.664551
	Iteration 41Q: 3 clusters Score -3359474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3359477.000000 Penalty: 5096.664551
	Iteration 42Q: 3 clusters Score -3359477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3359478.000000 Penalty: 5096.664551
	Iteration 43Q: 3 clusters Score -3359478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3359473.000000 Penalty: 5096.664551
	Iteration 44Q: 3 clusters Score -3359473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3359480.250000 Penalty: 5096.664551
	Iteration 45Q: 3 clusters Score -3359480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3359476.750000 Penalty: 5096.664551
	Iteration 46Q: 3 clusters Score -3359477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3359478.250000 Penalty: 5096.664551
	Iteration 47Q: 3 clusters Score -3359478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3359482.500000 Penalty: 5096.664551
	Iteration 48Q: 3 clusters Score -3359482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3359480.250000 Penalty: 5096.664551
	Iteration 49Q: 3 clusters Score -3359480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3359479.000000 Penalty: 5096.664551
	Iteration 50Q: 3 clusters Score -3359479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3359483.250000 Penalty: 5096.664551
	Iteration 51Q: 3 clusters Score -3359483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3359483.000000 Penalty: 5096.664551
	Iteration 52Q: 3 clusters Score -3359483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3359483.000000 Penalty: 5096.664551
	Iteration 53F: 3 clusters Score -3359483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Entering Unmasked Estep 
Score: -2728099.250000 Penalty: 2493.992920
	Iteration 0F: 2 clusters Score -2728099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2711904.250000 Penalty: 4987.985840
	Iteration 0F: 3 clusters Score -2711904 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2717564.250000 Penalty: 4987.985840
	Iteration 1F: 3 clusters Score -2717564 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2718003.000000 Penalty: 4987.985840
	Iteration 2F: 3 clusters Score -2718003 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2718465.000000 Penalty: 4987.985840
	Iteration 3Q: 3 clusters Score -2718465 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2719016.250000 Penalty: 4987.985840
	Iteration 4Q: 3 clusters Score -2719016 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2719858.250000 Penalty: 4987.985840
	Iteration 5F: 3 clusters Score -2719858 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2721008.250000 Penalty: 4987.985840
	Iteration 6F: 3 clusters Score -2721008 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2722476.250000 Penalty: 4987.985840
	Iteration 7F: 3 clusters Score -2722476 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2724034.000000 Penalty: 4987.985840
	Iteration 8F: 3 clusters Score -2724034 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2725193.500000 Penalty: 4987.985840
	Iteration 9Q: 3 clusters Score -2725194 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2725847.750000 Penalty: 4987.985840
	Iteration 10Q: 3 clusters Score -2725848 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2726199.250000 Penalty: 4987.985840
	Iteration 11Q: 3 clusters Score -2726199 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2726412.250000 Penalty: 4987.985840
	Iteration 12Q: 3 clusters Score -2726412 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -2726522.500000 Penalty: 4987.985840
	Iteration 13Q: 3 clusters Score -2726522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2726570.250000 Penalty: 4987.985840
	Iteration 14Q: 3 clusters Score -2726570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2726598.750000 Penalty: 4987.985840
	Iteration 15Q: 3 clusters Score -2726599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2726627.750000 Penalty: 4987.985840
	Iteration 16Q: 3 clusters Score -2726628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2726646.500000 Penalty: 4987.985840
	Iteration 17Q: 3 clusters Score -2726646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2726660.750000 Penalty: 4987.985840
	Iteration 18Q: 3 clusters Score -2726661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2726672.500000 Penalty: 4987.985840
	Iteration 19Q: 3 clusters Score -2726672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2726679.750000 Penalty: 4987.985840
	Iteration 20F: 3 clusters Score -2726680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2726686.250000 Penalty: 4987.985840
	Iteration 21Q: 3 clusters Score -2726686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2726687.250000 Penalty: 4987.985840
	Iteration 22Q: 3 clusters Score -2726687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2726689.000000 Penalty: 4987.985840
	Iteration 23Q: 3 clusters Score -2726689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2726689.000000 Penalty: 4987.985840
	Iteration 24F: 3 clusters Score -2726689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 24404 members 
Mstep: Class 4 contains 6856 members 
Mstep: Class 5 contains 13580 members 
Mstep: Class 6 contains 44678 members 
Mstep: Class 7 contains 234491 members 
Mstep: Class 8 contains 215533 members 
Mstep: Class 12 contains 12599 members 
Mstep: Class 15 contains 29014 members 
Mstep: Class 19 contains 23305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641248.000000 Penalty: 36522.324219
Iteration 359Q: 12 clusters Score -7.464125e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 24397 members 
Mstep: Class 4 contains 6853 members 
Mstep: Class 5 contains 13565 members 
Mstep: Class 6 contains 44672 members 
Mstep: Class 7 contains 233757 members 
Mstep: Class 8 contains 215452 members 
Mstep: Class 12 contains 12576 members 
Mstep: Class 15 contains 29015 members 
Mstep: Class 19 contains 23285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641272.000000 Penalty: 36522.324219
Iteration 360F: 12 clusters Score -7.464127e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 24395 members 
Mstep: Class 4 contains 6851 members 
Mstep: Class 5 contains 13564 members 
Mstep: Class 6 contains 44666 members 
Mstep: Class 7 contains 232993 members 
Mstep: Class 8 contains 215386 members 
Mstep: Class 12 contains 12545 members 
Mstep: Class 15 contains 29026 members 
Mstep: Class 19 contains 23261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641440.000000 Penalty: 36522.324219
Iteration 361Q: 12 clusters Score -7.464144e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24383 members 
Mstep: Class 4 contains 6838 members 
Mstep: Class 5 contains 13558 members 
Mstep: Class 6 contains 44667 members 
Mstep: Class 7 contains 232234 members 
Mstep: Class 8 contains 215367 members 
Mstep: Class 12 contains 12524 members 
Mstep: Class 15 contains 29025 members 
Mstep: Class 19 contains 23228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641672.000000 Penalty: 36522.324219
Iteration 362Q: 12 clusters Score -7.464167e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24371 members 
Mstep: Class 4 contains 6836 members 
Mstep: Class 5 contains 13552 members 
Mstep: Class 6 contains 44662 members 
Mstep: Class 7 contains 231517 members 
Mstep: Class 8 contains 215299 members 
Mstep: Class 12 contains 12505 members 
Mstep: Class 15 contains 29028 members 
Mstep: Class 19 contains 23199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641712.000000 Penalty: 36522.324219
Iteration 363Q: 12 clusters Score -7.464171e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24356 members 
Mstep: Class 4 contains 6828 members 
Mstep: Class 5 contains 13543 members 
Mstep: Class 6 contains 44641 members 
Mstep: Class 7 contains 230795 members 
Mstep: Class 8 contains 215227 members 
Mstep: Class 12 contains 12490 members 
Mstep: Class 15 contains 29037 members 
Mstep: Class 19 contains 23176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642192.000000 Penalty: 36522.324219
Iteration 364Q: 12 clusters Score -7.464219e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 24346 members 
Mstep: Class 4 contains 6828 members 
Mstep: Class 5 contains 13518 members 
Mstep: Class 6 contains 44628 members 
Mstep: Class 7 contains 230087 members 
Mstep: Class 8 contains 215148 members 
Mstep: Class 12 contains 12466 members 
Mstep: Class 15 contains 29043 members 
Mstep: Class 19 contains 23156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642424.000000 Penalty: 36522.324219
Iteration 365Q: 12 clusters Score -7.464242e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24326 members 
Mstep: Class 4 contains 6830 members 
Mstep: Class 5 contains 13502 members 
Mstep: Class 6 contains 44621 members 
Mstep: Class 7 contains 229382 members 
Mstep: Class 8 contains 215057 members 
Mstep: Class 12 contains 12447 members 
Mstep: Class 15 contains 29043 members 
Mstep: Class 19 contains 23134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642680.000000 Penalty: 36522.324219
Iteration 366Q: 12 clusters Score -7.464268e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 24315 members 
Mstep: Class 4 contains 6830 members 
Mstep: Class 5 contains 13482 members 
Mstep: Class 6 contains 44623 members 
Mstep: Class 7 contains 228691 members 
Mstep: Class 8 contains 214999 members 
Mstep: Class 12 contains 12418 members 
Mstep: Class 15 contains 29044 members 
Mstep: Class 19 contains 23115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642704.000000 Penalty: 36522.324219
Iteration 367Q: 12 clusters Score -7.46427e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24312 members 
Mstep: Class 4 contains 6824 members 
Mstep: Class 5 contains 13459 members 
Mstep: Class 6 contains 44626 members 
Mstep: Class 7 contains 227976 members 
Mstep: Class 8 contains 214959 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 15 contains 29043 members 
Mstep: Class 19 contains 23085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642928.000000 Penalty: 36522.324219
Iteration 368Q: 12 clusters Score -7.464293e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 24304 members 
Mstep: Class 4 contains 6804 members 
Mstep: Class 5 contains 13443 members 
Mstep: Class 6 contains 44615 members 
Mstep: Class 7 contains 227293 members 
Mstep: Class 8 contains 214857 members 
Mstep: Class 12 contains 12367 members 
Mstep: Class 15 contains 29045 members 
Mstep: Class 19 contains 23044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642952.000000 Penalty: 36522.324219
Iteration 369Q: 12 clusters Score -7.464295e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 24309 members 
Mstep: Class 4 contains 6799 members 
Mstep: Class 5 contains 13428 members 
Mstep: Class 6 contains 44615 members 
Mstep: Class 7 contains 226611 members 
Mstep: Class 8 contains 214752 members 
Mstep: Class 12 contains 12337 members 
Mstep: Class 15 contains 29043 members 
Mstep: Class 19 contains 23006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643232.000000 Penalty: 36522.324219
Iteration 370Q: 12 clusters Score -7.464323e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24313 members 
Mstep: Class 4 contains 6784 members 
Mstep: Class 5 contains 13400 members 
Mstep: Class 6 contains 44615 members 
Mstep: Class 7 contains 225896 members 
Mstep: Class 8 contains 214625 members 
Mstep: Class 12 contains 12308 members 
Mstep: Class 15 contains 29047 members 
Mstep: Class 19 contains 22965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643216.000000 Penalty: 36522.324219
Iteration 371Q: 12 clusters Score -7.464322e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24315 members 
Mstep: Class 4 contains 6780 members 
Mstep: Class 5 contains 13375 members 
Mstep: Class 6 contains 44608 members 
Mstep: Class 7 contains 225135 members 
Mstep: Class 8 contains 214577 members 
Mstep: Class 12 contains 12286 members 
Mstep: Class 15 contains 29051 members 
Mstep: Class 19 contains 22916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643256.000000 Penalty: 36522.324219
Iteration 372Q: 12 clusters Score -7.464326e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 6763 members 
Mstep: Class 5 contains 13347 members 
Mstep: Class 6 contains 44593 members 
Mstep: Class 7 contains 224357 members 
Mstep: Class 8 contains 214530 members 
Mstep: Class 12 contains 12274 members 
Mstep: Class 15 contains 29048 members 
Mstep: Class 19 contains 22884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643456.000000 Penalty: 36522.324219
Iteration 373Q: 12 clusters Score -7.464346e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24344 members 
Mstep: Class 4 contains 6752 members 
Mstep: Class 5 contains 13315 members 
Mstep: Class 6 contains 44591 members 
Mstep: Class 7 contains 223500 members 
Mstep: Class 8 contains 214546 members 
Mstep: Class 12 contains 12253 members 
Mstep: Class 15 contains 29047 members 
Mstep: Class 19 contains 22861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643792.000000 Penalty: 36522.324219
Iteration 374Q: 12 clusters Score -7.464379e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 24360 members 
Mstep: Class 4 contains 6736 members 
Mstep: Class 5 contains 13293 members 
Mstep: Class 6 contains 44580 members 
Mstep: Class 7 contains 222659 members 
Mstep: Class 8 contains 214530 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 15 contains 29047 members 
Mstep: Class 19 contains 22826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643968.000000 Penalty: 36522.324219
Iteration 375Q: 12 clusters Score -7.464397e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 24361 members 
Mstep: Class 4 contains 6724 members 
Mstep: Class 5 contains 13272 members 
Mstep: Class 6 contains 44562 members 
Mstep: Class 7 contains 221872 members 
Mstep: Class 8 contains 214487 members 
Mstep: Class 12 contains 12233 members 
Mstep: Class 15 contains 29049 members 
Mstep: Class 19 contains 22789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644080.000000 Penalty: 36522.324219
Iteration 376Q: 12 clusters Score -7.464408e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 24352 members 
Mstep: Class 4 contains 6716 members 
Mstep: Class 5 contains 13247 members 
Mstep: Class 6 contains 44558 members 
Mstep: Class 7 contains 221130 members 
Mstep: Class 8 contains 214441 members 
Mstep: Class 12 contains 12219 members 
Mstep: Class 15 contains 29052 members 
Mstep: Class 19 contains 22751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644024.000000 Penalty: 36522.324219
Iteration 377Q: 12 clusters Score -7.464402e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24348 members 
Mstep: Class 4 contains 6692 members 
Mstep: Class 5 contains 13229 members 
Mstep: Class 6 contains 44547 members 
Mstep: Class 7 contains 220391 members 
Mstep: Class 8 contains 214432 members 
Mstep: Class 12 contains 12202 members 
Mstep: Class 15 contains 29051 members 
Mstep: Class 19 contains 22721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644048.000000 Penalty: 36522.324219
Iteration 378Q: 12 clusters Score -7.464405e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24342 members 
Mstep: Class 4 contains 6677 members 
Mstep: Class 5 contains 13205 members 
Mstep: Class 6 contains 44541 members 
Mstep: Class 7 contains 219675 members 
Mstep: Class 8 contains 214419 members 
Mstep: Class 12 contains 12188 members 
Mstep: Class 15 contains 29053 members 
Mstep: Class 19 contains 22681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644272.000000 Penalty: 36522.324219
Iteration 379Q: 12 clusters Score -7.464427e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24327 members 
Mstep: Class 4 contains 6661 members 
Mstep: Class 5 contains 13190 members 
Mstep: Class 6 contains 44527 members 
Mstep: Class 7 contains 218973 members 
Mstep: Class 8 contains 214362 members 
Mstep: Class 12 contains 12172 members 
Mstep: Class 15 contains 29047 members 
Mstep: Class 19 contains 22652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644424.000000 Penalty: 36522.324219
Iteration 380F: 12 clusters Score -7.464442e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 24327 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 13168 members 
Mstep: Class 6 contains 44531 members 
Mstep: Class 7 contains 218287 members 
Mstep: Class 8 contains 214281 members 
Mstep: Class 12 contains 12156 members 
Mstep: Class 15 contains 29044 members 
Mstep: Class 19 contains 22616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644544.000000 Penalty: 36522.324219
Iteration 381Q: 12 clusters Score -7.464454e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 6639 members 
Mstep: Class 5 contains 13153 members 
Mstep: Class 6 contains 44553 members 
Mstep: Class 7 contains 217565 members 
Mstep: Class 8 contains 214223 members 
Mstep: Class 12 contains 12140 members 
Mstep: Class 15 contains 29043 members 
Mstep: Class 19 contains 22594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644608.000000 Penalty: 36522.324219
Iteration 382Q: 12 clusters Score -7.464461e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24314 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 44558 members 
Mstep: Class 7 contains 216869 members 
Mstep: Class 8 contains 214145 members 
Mstep: Class 12 contains 12119 members 
Mstep: Class 15 contains 29045 members 
Mstep: Class 19 contains 22564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644792.000000 Penalty: 36522.324219
Iteration 383Q: 12 clusters Score -7.464479e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 24310 members 
Mstep: Class 4 contains 6613 members 
Mstep: Class 5 contains 13112 members 
Mstep: Class 6 contains 44562 members 
Mstep: Class 7 contains 216212 members 
Mstep: Class 8 contains 214023 members 
Mstep: Class 12 contains 12107 members 
Mstep: Class 15 contains 29050 members 
Mstep: Class 19 contains 22542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644960.000000 Penalty: 36522.324219
Iteration 384Q: 12 clusters Score -7.464496e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24298 members 
Mstep: Class 4 contains 6603 members 
Mstep: Class 5 contains 13093 members 
Mstep: Class 6 contains 44560 members 
Mstep: Class 7 contains 215607 members 
Mstep: Class 8 contains 213894 members 
Mstep: Class 12 contains 12091 members 
Mstep: Class 15 contains 29052 members 
Mstep: Class 19 contains 22514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645112.000000 Penalty: 36522.324219
Iteration 385Q: 12 clusters Score -7.464511e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24297 members 
Mstep: Class 4 contains 6596 members 
Mstep: Class 5 contains 13079 members 
Mstep: Class 6 contains 44546 members 
Mstep: Class 7 contains 215071 members 
Mstep: Class 8 contains 213640 members 
Mstep: Class 12 contains 12067 members 
Mstep: Class 15 contains 29056 members 
Mstep: Class 19 contains 22488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645424.000000 Penalty: 36522.324219
Iteration 386Q: 12 clusters Score -7.464542e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24302 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 13051 members 
Mstep: Class 6 contains 44546 members 
Mstep: Class 7 contains 214586 members 
Mstep: Class 8 contains 213364 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 15 contains 29056 members 
Mstep: Class 19 contains 22458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645616.000000 Penalty: 36522.324219
Iteration 387Q: 12 clusters Score -7.464562e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24307 members 
Mstep: Class 4 contains 6581 members 
Mstep: Class 5 contains 13032 members 
Mstep: Class 6 contains 44537 members 
Mstep: Class 7 contains 214151 members 
Mstep: Class 8 contains 213031 members 
Mstep: Class 12 contains 12013 members 
Mstep: Class 15 contains 29059 members 
Mstep: Class 19 contains 22425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645792.000000 Penalty: 36522.324219
Iteration 388Q: 12 clusters Score -7.464579e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 72375 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 24296 members 
Mstep: Class 4 contains 6573 members 
Mstep: Class 5 contains 13023 members 
Mstep: Class 6 contains 44538 members 
Mstep: Class 7 contains 213659 members 
Mstep: Class 8 contains 212749 members 
Mstep: Class 12 contains 11995 members 
Mstep: Class 15 contains 29062 members 
Mstep: Class 19 contains 22385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646056.000000 Penalty: 36522.324219
Iteration 389Q: 12 clusters Score -7.464606e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24298 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 13009 members 
Mstep: Class 6 contains 44534 members 
Mstep: Class 7 contains 213202 members 
Mstep: Class 8 contains 212425 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 15 contains 29062 members 
Mstep: Class 19 contains 22364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646208.000000 Penalty: 36522.324219
Iteration 390Q: 12 clusters Score -7.464621e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24297 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 12997 members 
Mstep: Class 6 contains 44537 members 
Mstep: Class 7 contains 212747 members 
Mstep: Class 8 contains 212090 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 15 contains 29065 members 
Mstep: Class 19 contains 22346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646400.000000 Penalty: 36522.324219
Iteration 391Q: 12 clusters Score -7.46464e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 24286 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 12985 members 
Mstep: Class 6 contains 44542 members 
Mstep: Class 7 contains 212290 members 
Mstep: Class 8 contains 211754 members 
Mstep: Class 12 contains 11961 members 
Mstep: Class 15 contains 29068 members 
Mstep: Class 19 contains 22326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646728.000000 Penalty: 36522.324219
Iteration 392Q: 12 clusters Score -7.464673e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 24275 members 
Mstep: Class 4 contains 6563 members 
Mstep: Class 5 contains 12963 members 
Mstep: Class 6 contains 44549 members 
Mstep: Class 7 contains 211826 members 
Mstep: Class 8 contains 211445 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 15 contains 29070 members 
Mstep: Class 19 contains 22314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646696.000000 Penalty: 36522.324219
Iteration 393Q: 12 clusters Score -7.46467e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 24265 members 
Mstep: Class 4 contains 6563 members 
Mstep: Class 5 contains 12945 members 
Mstep: Class 6 contains 44549 members 
Mstep: Class 7 contains 211335 members 
Mstep: Class 8 contains 211210 members 
Mstep: Class 12 contains 11951 members 
Mstep: Class 15 contains 29071 members 
Mstep: Class 19 contains 22299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646880.000000 Penalty: 36522.324219
Iteration 394Q: 12 clusters Score -7.464688e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24274 members 
Mstep: Class 4 contains 6560 members 
Mstep: Class 5 contains 12927 members 
Mstep: Class 6 contains 44549 members 
Mstep: Class 7 contains 210819 members 
Mstep: Class 8 contains 210989 members 
Mstep: Class 12 contains 11934 members 
Mstep: Class 15 contains 29072 members 
Mstep: Class 19 contains 22290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646936.000000 Penalty: 36522.324219
Iteration 395Q: 12 clusters Score -7.464694e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 24283 members 
Mstep: Class 4 contains 6551 members 
Mstep: Class 5 contains 12907 members 
Mstep: Class 6 contains 44535 members 
Mstep: Class 7 contains 210313 members 
Mstep: Class 8 contains 210803 members 
Mstep: Class 12 contains 11915 members 
Mstep: Class 15 contains 29071 members 
Mstep: Class 19 contains 22292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646960.000000 Penalty: 36522.324219
Iteration 396Q: 12 clusters Score -7.464696e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78717 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 24296 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 12894 members 
Mstep: Class 6 contains 44526 members 
Mstep: Class 7 contains 209827 members 
Mstep: Class 8 contains 210596 members 
Mstep: Class 12 contains 11893 members 
Mstep: Class 15 contains 29074 members 
Mstep: Class 19 contains 22281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647008.000000 Penalty: 36522.324219
Iteration 397Q: 12 clusters Score -7.464701e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 24293 members 
Mstep: Class 4 contains 6550 members 
Mstep: Class 5 contains 12887 members 
Mstep: Class 6 contains 44517 members 
Mstep: Class 7 contains 209275 members 
Mstep: Class 8 contains 210490 members 
Mstep: Class 12 contains 11881 members 
Mstep: Class 15 contains 29076 members 
Mstep: Class 19 contains 22270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647192.000000 Penalty: 36522.324219
Iteration 398Q: 12 clusters Score -7.464719e+07 nChanged 1584
Entering ConstructFrom: 
Score: -74647192.000000 Penalty: 36522.324219
Entering ConstructFrom: 
Trying to split cluster 1 (80078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Entering Unmasked Estep 
Score: -9392459.000000 Penalty: 2800.107422
	Iteration 0F: 2 clusters Score -9392459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -9338745.000000 Penalty: 5600.214844
	Iteration 0F: 3 clusters Score -9338745 nChanged 37752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -9359899.000000 Penalty: 5600.214844
	Iteration 1F: 3 clusters Score -9359899 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -9360563.000000 Penalty: 5600.214844
	Iteration 2Q: 3 clusters Score -9360563 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -9361525.000000 Penalty: 5600.214844
	Iteration 3Q: 3 clusters Score -9361525 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -9363114.000000 Penalty: 5600.214844
	Iteration 4Q: 3 clusters Score -9363114 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -9365721.000000 Penalty: 5600.214844
	Iteration 5Q: 3 clusters Score -9365721 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -9369145.000000 Penalty: 5600.214844
	Iteration 6F: 3 clusters Score -9369145 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -9372908.000000 Penalty: 5600.214844
	Iteration 7F: 3 clusters Score -9372908 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -9376531.000000 Penalty: 5600.214844
	Iteration 8F: 3 clusters Score -9376531 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -9379846.000000 Penalty: 5600.214844
	Iteration 9F: 3 clusters Score -9379846 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -9382336.000000 Penalty: 5600.214844
	Iteration 10Q: 3 clusters Score -9382336 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -9383896.000000 Penalty: 5600.214844
	Iteration 11Q: 3 clusters Score -9383896 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -9384749.000000 Penalty: 5600.214844
	Iteration 12Q: 3 clusters Score -9384749 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -9385226.000000 Penalty: 5600.214844
	Iteration 13Q: 3 clusters Score -9385226 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -9385604.000000 Penalty: 5600.214844
	Iteration 14Q: 3 clusters Score -9385604 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -9385948.000000 Penalty: 5600.214844
	Iteration 15Q: 3 clusters Score -9385948 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -9386237.000000 Penalty: 5600.214844
	Iteration 16Q: 3 clusters Score -9386237 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -9386560.000000 Penalty: 5600.214844
	Iteration 17Q: 3 clusters Score -9386560 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -9386787.000000 Penalty: 5600.214844
	Iteration 18Q: 3 clusters Score -9386787 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -9386988.000000 Penalty: 5600.214844
	Iteration 19Q: 3 clusters Score -9386988 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -9387258.000000 Penalty: 5600.214844
	Iteration 20F: 3 clusters Score -9387258 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -9387447.000000 Penalty: 5600.214844
	Iteration 21Q: 3 clusters Score -9387447 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -9387652.000000 Penalty: 5600.214844
	Iteration 22Q: 3 clusters Score -9387652 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 69652 members 
Entering Unmasked Estep 
Score: -9387911.000000 Penalty: 5600.214844
	Iteration 23Q: 3 clusters Score -9387911 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -9388124.000000 Penalty: 5600.214844
	Iteration 24Q: 3 clusters Score -9388124 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -9388353.000000 Penalty: 5600.214844
	Iteration 25Q: 3 clusters Score -9388353 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -9388476.000000 Penalty: 5600.214844
	Iteration 26Q: 3 clusters Score -9388476 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -9388682.000000 Penalty: 5600.214844
	Iteration 27Q: 3 clusters Score -9388682 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -9388822.000000 Penalty: 5600.214844
	Iteration 28Q: 3 clusters Score -9388822 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -9388972.000000 Penalty: 5600.214844
	Iteration 29Q: 3 clusters Score -9388972 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -9389061.000000 Penalty: 5600.214844
	Iteration 30Q: 3 clusters Score -9389061 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -9389177.000000 Penalty: 5600.214844
	Iteration 31Q: 3 clusters Score -9389177 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -9389252.000000 Penalty: 5600.214844
	Iteration 32Q: 3 clusters Score -9389252 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 74274 members 
Entering Unmasked Estep 
Score: -9389380.000000 Penalty: 5600.214844
	Iteration 33Q: 3 clusters Score -9389380 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 74610 members 
Entering Unmasked Estep 
Score: -9389485.000000 Penalty: 5600.214844
	Iteration 34Q: 3 clusters Score -9389485 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -9389553.000000 Penalty: 5600.214844
	Iteration 35Q: 3 clusters Score -9389553 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -9389630.000000 Penalty: 5600.214844
	Iteration 36Q: 3 clusters Score -9389630 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 75426 members 
Entering Unmasked Estep 
Score: -9389729.000000 Penalty: 5600.214844
	Iteration 37Q: 3 clusters Score -9389729 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -9389833.000000 Penalty: 5600.214844
	Iteration 38Q: 3 clusters Score -9389833 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -9389871.000000 Penalty: 5600.214844
	Iteration 39Q: 3 clusters Score -9389871 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -9389931.000000 Penalty: 5600.214844
	Iteration 40F: 3 clusters Score -9389931 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -9389987.000000 Penalty: 5600.214844
	Iteration 41Q: 3 clusters Score -9389987 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -9390014.000000 Penalty: 5600.214844
	Iteration 42Q: 3 clusters Score -9390014 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -9390040.000000 Penalty: 5600.214844
	Iteration 43Q: 3 clusters Score -9390040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -9390077.000000 Penalty: 5600.214844
	Iteration 44Q: 3 clusters Score -9390077 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 76531 members 
Entering Unmasked Estep 
Score: -9390104.000000 Penalty: 5600.214844
	Iteration 45Q: 3 clusters Score -9390104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -9390099.000000 Penalty: 5600.214844
	Iteration 46Q: 3 clusters Score -9390099 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -9390113.000000 Penalty: 5600.214844
	Iteration 47Q: 3 clusters Score -9390113 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -9390131.000000 Penalty: 5600.214844
	Iteration 48Q: 3 clusters Score -9390131 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -9390130.000000 Penalty: 5600.214844
	Iteration 49Q: 3 clusters Score -9390130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -9390154.000000 Penalty: 5600.214844
	Iteration 50Q: 3 clusters Score -9390154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -9390166.000000 Penalty: 5600.214844
	Iteration 51Q: 3 clusters Score -9390166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -9390192.000000 Penalty: 5600.214844
	Iteration 52Q: 3 clusters Score -9390192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -9390199.000000 Penalty: 5600.214844
	Iteration 53Q: 3 clusters Score -9390199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -9390217.000000 Penalty: 5600.214844
	Iteration 54Q: 3 clusters Score -9390217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 77137 members 
Entering Unmasked Estep 
Score: -9390209.000000 Penalty: 5600.214844
	Iteration 55Q: 3 clusters Score -9390209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -9390228.000000 Penalty: 5600.214844
	Iteration 56Q: 3 clusters Score -9390228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -9390228.000000 Penalty: 5600.214844
	Iteration 57Q: 3 clusters Score -9390228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -9390235.000000 Penalty: 5600.214844
	Iteration 58Q: 3 clusters Score -9390235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -9390244.000000 Penalty: 5600.214844
	Iteration 59Q: 3 clusters Score -9390244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -9390257.000000 Penalty: 5600.214844
	Iteration 60F: 3 clusters Score -9390257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 77386 members 
Entering Unmasked Estep 
Score: -9390279.000000 Penalty: 5600.214844
	Iteration 61Q: 3 clusters Score -9390279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -9390285.000000 Penalty: 5600.214844
	Iteration 62Q: 3 clusters Score -9390285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -9390274.000000 Penalty: 5600.214844
	Iteration 63Q: 3 clusters Score -9390274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -9390274.000000 Penalty: 5600.214844
	Iteration 64Q: 3 clusters Score -9390274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -9390285.000000 Penalty: 5600.214844
	Iteration 65Q: 3 clusters Score -9390285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 77485 members 
Entering Unmasked Estep 
Score: -9390297.000000 Penalty: 5600.214844
	Iteration 66Q: 3 clusters Score -9390297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 77494 members 
Entering Unmasked Estep 
Score: -9390293.000000 Penalty: 5600.214844
	Iteration 67Q: 3 clusters Score -9390293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -9390293.000000 Penalty: 5600.214844
	Iteration 68Q: 3 clusters Score -9390293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -9390302.000000 Penalty: 5600.214844
	Iteration 69Q: 3 clusters Score -9390302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 77536 members 
Entering Unmasked Estep 
Score: -9390301.000000 Penalty: 5600.214844
	Iteration 70Q: 3 clusters Score -9390301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 77550 members 
Entering Unmasked Estep 
Score: -9390306.000000 Penalty: 5600.214844
	Iteration 71Q: 3 clusters Score -9390306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -9390314.000000 Penalty: 5600.214844
	Iteration 72Q: 3 clusters Score -9390314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -9390302.000000 Penalty: 5600.214844
	Iteration 73Q: 3 clusters Score -9390302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -9390298.000000 Penalty: 5600.214844
	Iteration 74Q: 3 clusters Score -9390298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 77589 members 
Entering Unmasked Estep 
Score: -9390294.000000 Penalty: 5600.214844
	Iteration 75Q: 3 clusters Score -9390294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -9390303.000000 Penalty: 5600.214844
	Iteration 76Q: 3 clusters Score -9390303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 77599 members 
Entering Unmasked Estep 
Score: -9390312.000000 Penalty: 5600.214844
	Iteration 77Q: 3 clusters Score -9390312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -9390314.000000 Penalty: 5600.214844
	Iteration 78Q: 3 clusters Score -9390314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -9390310.000000 Penalty: 5600.214844
	Iteration 79Q: 3 clusters Score -9390310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 77626 members 
Entering Unmasked Estep 
Score: -9390298.000000 Penalty: 5600.214844
	Iteration 80F: 3 clusters Score -9390298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -9390296.000000 Penalty: 5600.214844
	Iteration 81Q: 3 clusters Score -9390296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -9390305.000000 Penalty: 5600.214844
	Iteration 82Q: 3 clusters Score -9390305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 77636 members 
Entering Unmasked Estep 
Score: -9390307.000000 Penalty: 5600.214844
	Iteration 83Q: 3 clusters Score -9390307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -9390311.000000 Penalty: 5600.214844
	Iteration 84Q: 3 clusters Score -9390311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 77644 members 
Entering Unmasked Estep 
Score: -9390310.000000 Penalty: 5600.214844
	Iteration 85Q: 3 clusters Score -9390310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -9390314.000000 Penalty: 5600.214844
	Iteration 86Q: 3 clusters Score -9390314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -9390314.000000 Penalty: 5600.214844
	Iteration 87Q: 3 clusters Score -9390314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -9390321.000000 Penalty: 5600.214844
	Iteration 88Q: 3 clusters Score -9390321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -9390319.000000 Penalty: 5600.214844
	Iteration 89Q: 3 clusters Score -9390319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -9390317.000000 Penalty: 5600.214844
	Iteration 90Q: 3 clusters Score -9390317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 77669 members 
Entering Unmasked Estep 
Score: -9390321.000000 Penalty: 5600.214844
	Iteration 91Q: 3 clusters Score -9390321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 77673 members 
Entering Unmasked Estep 
Score: -9390324.000000 Penalty: 5600.214844
	Iteration 92Q: 3 clusters Score -9390324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -9390325.000000 Penalty: 5600.214844
	Iteration 93Q: 3 clusters Score -9390325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -9390323.000000 Penalty: 5600.214844
	Iteration 94Q: 3 clusters Score -9390323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -9390321.000000 Penalty: 5600.214844
	Iteration 95Q: 3 clusters Score -9390321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -9390321.000000 Penalty: 5600.214844
	Iteration 96F: 3 clusters Score -9390321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -144886.984375 Penalty: 1803.037598
	Iteration 0F: 2 clusters Score -144887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142963.796875 Penalty: 3606.075195
	Iteration 0F: 3 clusters Score -142963.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144370.843750 Penalty: 3606.075195
	Iteration 1F: 3 clusters Score -144370.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -145072.156250 Penalty: 3606.075195
	Iteration 2F: 3 clusters Score -145072.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -145333.500000 Penalty: 3606.075195
	Iteration 3F: 3 clusters Score -145333.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -145416.546875 Penalty: 3606.075195
	Iteration 4Q: 3 clusters Score -145416.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -145477.734375 Penalty: 3606.075195
	Iteration 5Q: 3 clusters Score -145477.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -145488.828125 Penalty: 3606.075195
	Iteration 6Q: 3 clusters Score -145488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -145501.953125 Penalty: 3606.075195
	Iteration 7Q: 3 clusters Score -145502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -145522.625000 Penalty: 3606.075195
	Iteration 8Q: 3 clusters Score -145522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -145530.750000 Penalty: 3606.075195
	Iteration 9Q: 3 clusters Score -145530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -145540.656250 Penalty: 3606.075195
	Iteration 10Q: 3 clusters Score -145540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -145542.328125 Penalty: 3606.075195
	Iteration 11Q: 3 clusters Score -145542.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -145542.328125 Penalty: 3606.075195
	Iteration 12F: 3 clusters Score -145542.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 24286 members 
Mstep: Class 4 contains 6550 members 
Mstep: Class 5 contains 12877 members 
Mstep: Class 6 contains 44499 members 
Mstep: Class 7 contains 208717 members 
Mstep: Class 8 contains 210435 members 
Mstep: Class 9 contains 352 members 
Mstep: Class 12 contains 11867 members 
Mstep: Class 15 contains 29079 members 
Mstep: Class 19 contains 22262 members 
Entering Unmasked Estep 
Score: -74646384.000000 Penalty: 39842.535156
Splitting cluster 2 changes total score from -74647192.000000 to -74646384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (24286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Entering Unmasked Estep 
Score: -2848955.750000 Penalty: 2504.218506
	Iteration 0F: 2 clusters Score -2848956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2832266.000000 Penalty: 5008.437012
	Iteration 0F: 3 clusters Score -2832266 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2838049.000000 Penalty: 5008.437012
	Iteration 1F: 3 clusters Score -2838049 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2838512.500000 Penalty: 5008.437012
	Iteration 2Q: 3 clusters Score -2838512 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2839052.000000 Penalty: 5008.437012
	Iteration 3Q: 3 clusters Score -2839052 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2839632.500000 Penalty: 5008.437012
	Iteration 4Q: 3 clusters Score -2839632 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2840290.500000 Penalty: 5008.437012
	Iteration 5Q: 3 clusters Score -2840290 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2840986.500000 Penalty: 5008.437012
	Iteration 6Q: 3 clusters Score -2840986 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2841651.250000 Penalty: 5008.437012
	Iteration 7Q: 3 clusters Score -2841651 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2842371.000000 Penalty: 5008.437012
	Iteration 8Q: 3 clusters Score -2842371 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2843080.500000 Penalty: 5008.437012
	Iteration 9Q: 3 clusters Score -2843080 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2843784.000000 Penalty: 5008.437012
	Iteration 10Q: 3 clusters Score -2843784 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2844389.000000 Penalty: 5008.437012
	Iteration 11Q: 3 clusters Score -2844389 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2844820.750000 Penalty: 5008.437012
	Iteration 12Q: 3 clusters Score -2844821 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2845091.750000 Penalty: 5008.437012
	Iteration 13Q: 3 clusters Score -2845092 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2845277.500000 Penalty: 5008.437012
	Iteration 14Q: 3 clusters Score -2845278 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2845393.500000 Penalty: 5008.437012
	Iteration 15Q: 3 clusters Score -2845394 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2845469.000000 Penalty: 5008.437012
	Iteration 16Q: 3 clusters Score -2845469 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2845536.250000 Penalty: 5008.437012
	Iteration 17Q: 3 clusters Score -2845536 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2845592.000000 Penalty: 5008.437012
	Iteration 18Q: 3 clusters Score -2845592 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2845642.500000 Penalty: 5008.437012
	Iteration 19Q: 3 clusters Score -2845642 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2845686.000000 Penalty: 5008.437012
	Iteration 20F: 3 clusters Score -2845686 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2845718.500000 Penalty: 5008.437012
	Iteration 21Q: 3 clusters Score -2845718 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2845762.500000 Penalty: 5008.437012
	Iteration 22Q: 3 clusters Score -2845762 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2845803.250000 Penalty: 5008.437012
	Iteration 23Q: 3 clusters Score -2845803 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2845837.000000 Penalty: 5008.437012
	Iteration 24Q: 3 clusters Score -2845837 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2845874.000000 Penalty: 5008.437012
	Iteration 25Q: 3 clusters Score -2845874 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2845920.750000 Penalty: 5008.437012
	Iteration 26Q: 3 clusters Score -2845921 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2845958.000000 Penalty: 5008.437012
	Iteration 27Q: 3 clusters Score -2845958 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2845992.500000 Penalty: 5008.437012
	Iteration 28Q: 3 clusters Score -2845992 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2846041.250000 Penalty: 5008.437012
	Iteration 29Q: 3 clusters Score -2846041 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2846074.750000 Penalty: 5008.437012
	Iteration 30Q: 3 clusters Score -2846075 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2846113.750000 Penalty: 5008.437012
	Iteration 31Q: 3 clusters Score -2846114 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2846145.750000 Penalty: 5008.437012
	Iteration 32Q: 3 clusters Score -2846146 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2846195.500000 Penalty: 5008.437012
	Iteration 33Q: 3 clusters Score -2846196 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2846239.000000 Penalty: 5008.437012
	Iteration 34Q: 3 clusters Score -2846239 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2846283.250000 Penalty: 5008.437012
	Iteration 35Q: 3 clusters Score -2846283 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2846342.250000 Penalty: 5008.437012
	Iteration 36Q: 3 clusters Score -2846342 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2846368.500000 Penalty: 5008.437012
	Iteration 37Q: 3 clusters Score -2846368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2846397.750000 Penalty: 5008.437012
	Iteration 38Q: 3 clusters Score -2846398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2846427.250000 Penalty: 5008.437012
	Iteration 39Q: 3 clusters Score -2846427 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2846444.500000 Penalty: 5008.437012
	Iteration 40F: 3 clusters Score -2846444 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2846455.250000 Penalty: 5008.437012
	Iteration 41Q: 3 clusters Score -2846455 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2846468.000000 Penalty: 5008.437012
	Iteration 42Q: 3 clusters Score -2846468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2846486.000000 Penalty: 5008.437012
	Iteration 43Q: 3 clusters Score -2846486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2846501.250000 Penalty: 5008.437012
	Iteration 44Q: 3 clusters Score -2846501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2846508.500000 Penalty: 5008.437012
	Iteration 45Q: 3 clusters Score -2846508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2846523.750000 Penalty: 5008.437012
	Iteration 46Q: 3 clusters Score -2846524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2846534.500000 Penalty: 5008.437012
	Iteration 47Q: 3 clusters Score -2846534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2846535.250000 Penalty: 5008.437012
	Iteration 48Q: 3 clusters Score -2846535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2846540.250000 Penalty: 5008.437012
	Iteration 49Q: 3 clusters Score -2846540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2846540.250000 Penalty: 5008.437012
	Iteration 50Q: 3 clusters Score -2846540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2846546.500000 Penalty: 5008.437012
	Iteration 51Q: 3 clusters Score -2846546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2846559.750000 Penalty: 5008.437012
	Iteration 52Q: 3 clusters Score -2846560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2846563.000000 Penalty: 5008.437012
	Iteration 53Q: 3 clusters Score -2846563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2846574.750000 Penalty: 5008.437012
	Iteration 54Q: 3 clusters Score -2846575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2846576.250000 Penalty: 5008.437012
	Iteration 55Q: 3 clusters Score -2846576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2846581.500000 Penalty: 5008.437012
	Iteration 56Q: 3 clusters Score -2846582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2846590.750000 Penalty: 5008.437012
	Iteration 57Q: 3 clusters Score -2846591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2846597.500000 Penalty: 5008.437012
	Iteration 58Q: 3 clusters Score -2846598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2846613.000000 Penalty: 5008.437012
	Iteration 59Q: 3 clusters Score -2846613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2846636.250000 Penalty: 5008.437012
	Iteration 60F: 3 clusters Score -2846636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2846643.750000 Penalty: 5008.437012
	Iteration 61Q: 3 clusters Score -2846644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2846652.000000 Penalty: 5008.437012
	Iteration 62Q: 3 clusters Score -2846652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2846655.750000 Penalty: 5008.437012
	Iteration 63Q: 3 clusters Score -2846656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2846663.500000 Penalty: 5008.437012
	Iteration 64Q: 3 clusters Score -2846664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2846668.750000 Penalty: 5008.437012
	Iteration 65Q: 3 clusters Score -2846669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2846677.500000 Penalty: 5008.437012
	Iteration 66Q: 3 clusters Score -2846678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2846677.500000 Penalty: 5008.437012
	Iteration 67Q: 3 clusters Score -2846678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2846682.000000 Penalty: 5008.437012
	Iteration 68Q: 3 clusters Score -2846682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2846688.750000 Penalty: 5008.437012
	Iteration 69Q: 3 clusters Score -2846689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2846698.250000 Penalty: 5008.437012
	Iteration 70Q: 3 clusters Score -2846698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2846703.500000 Penalty: 5008.437012
	Iteration 71Q: 3 clusters Score -2846704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2846711.000000 Penalty: 5008.437012
	Iteration 72Q: 3 clusters Score -2846711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2846713.250000 Penalty: 5008.437012
	Iteration 73Q: 3 clusters Score -2846713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2846717.500000 Penalty: 5008.437012
	Iteration 74Q: 3 clusters Score -2846718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2846724.750000 Penalty: 5008.437012
	Iteration 75Q: 3 clusters Score -2846725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2846726.750000 Penalty: 5008.437012
	Iteration 76Q: 3 clusters Score -2846727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2846729.250000 Penalty: 5008.437012
	Iteration 77Q: 3 clusters Score -2846729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2846735.750000 Penalty: 5008.437012
	Iteration 78Q: 3 clusters Score -2846736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2846736.250000 Penalty: 5008.437012
	Iteration 79Q: 3 clusters Score -2846736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2846737.500000 Penalty: 5008.437012
	Iteration 80F: 3 clusters Score -2846738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2846742.000000 Penalty: 5008.437012
	Iteration 81Q: 3 clusters Score -2846742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2846743.500000 Penalty: 5008.437012
	Iteration 82Q: 3 clusters Score -2846744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2846752.500000 Penalty: 5008.437012
	Iteration 83Q: 3 clusters Score -2846752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2846755.250000 Penalty: 5008.437012
	Iteration 84Q: 3 clusters Score -2846755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2846763.250000 Penalty: 5008.437012
	Iteration 85Q: 3 clusters Score -2846763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2846772.250000 Penalty: 5008.437012
	Iteration 86Q: 3 clusters Score -2846772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2846780.250000 Penalty: 5008.437012
	Iteration 87Q: 3 clusters Score -2846780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2846785.000000 Penalty: 5008.437012
	Iteration 88Q: 3 clusters Score -2846785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2846798.000000 Penalty: 5008.437012
	Iteration 89Q: 3 clusters Score -2846798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2846804.500000 Penalty: 5008.437012
	Iteration 90Q: 3 clusters Score -2846804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2846807.000000 Penalty: 5008.437012
	Iteration 91Q: 3 clusters Score -2846807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2846813.500000 Penalty: 5008.437012
	Iteration 92Q: 3 clusters Score -2846814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2846815.000000 Penalty: 5008.437012
	Iteration 93Q: 3 clusters Score -2846815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2846815.750000 Penalty: 5008.437012
	Iteration 94Q: 3 clusters Score -2846816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2846815.750000 Penalty: 5008.437012
	Iteration 95Q: 3 clusters Score -2846816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2846817.250000 Penalty: 5008.437012
	Iteration 96Q: 3 clusters Score -2846817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2846814.250000 Penalty: 5008.437012
	Iteration 97Q: 3 clusters Score -2846814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2846831.000000 Penalty: 5008.437012
	Iteration 98Q: 3 clusters Score -2846831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2846832.500000 Penalty: 5008.437012
	Iteration 99Q: 3 clusters Score -2846832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2846833.500000 Penalty: 5008.437012
	Iteration 100F: 3 clusters Score -2846834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2846834.000000 Penalty: 5008.437012
	Iteration 101Q: 3 clusters Score -2846834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2846837.000000 Penalty: 5008.437012
	Iteration 102Q: 3 clusters Score -2846837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2846840.000000 Penalty: 5008.437012
	Iteration 103Q: 3 clusters Score -2846840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2846838.750000 Penalty: 5008.437012
	Iteration 104Q: 3 clusters Score -2846839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2846840.000000 Penalty: 5008.437012
	Iteration 105Q: 3 clusters Score -2846840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2846839.000000 Penalty: 5008.437012
	Iteration 106Q: 3 clusters Score -2846839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2846843.000000 Penalty: 5008.437012
	Iteration 107Q: 3 clusters Score -2846843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2846840.250000 Penalty: 5008.437012
	Iteration 108Q: 3 clusters Score -2846840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2846841.500000 Penalty: 5008.437012
	Iteration 109Q: 3 clusters Score -2846842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2846841.000000 Penalty: 5008.437012
	Iteration 110Q: 3 clusters Score -2846841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2846845.750000 Penalty: 5008.437012
	Iteration 111Q: 3 clusters Score -2846846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2846845.500000 Penalty: 5008.437012
	Iteration 112Q: 3 clusters Score -2846846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2846845.000000 Penalty: 5008.437012
	Iteration 113Q: 3 clusters Score -2846845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2846847.250000 Penalty: 5008.437012
	Iteration 114Q: 3 clusters Score -2846847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2846849.500000 Penalty: 5008.437012
	Iteration 115Q: 3 clusters Score -2846850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2846850.000000 Penalty: 5008.437012
	Iteration 116Q: 3 clusters Score -2846850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2846850.000000 Penalty: 5008.437012
	Iteration 117Q: 3 clusters Score -2846850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2846850.000000 Penalty: 5008.437012
	Iteration 118F: 3 clusters Score -2846850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -760004.500000 Penalty: 2179.230469
	Iteration 0F: 2 clusters Score -760004.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -754481.062500 Penalty: 4358.460938
	Iteration 0F: 3 clusters Score -754481.1 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -755915.812500 Penalty: 4358.460938
	Iteration 1F: 3 clusters Score -755915.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -756144.187500 Penalty: 4358.460938
	Iteration 2F: 3 clusters Score -756144.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -756303.750000 Penalty: 4358.460938
	Iteration 3Q: 3 clusters Score -756303.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -756443.875000 Penalty: 4358.460938
	Iteration 4Q: 3 clusters Score -756443.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -756578.062500 Penalty: 4358.460938
	Iteration 5Q: 3 clusters Score -756578.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -756715.937500 Penalty: 4358.460938
	Iteration 6Q: 3 clusters Score -756715.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -756848.187500 Penalty: 4358.460938
	Iteration 7Q: 3 clusters Score -756848.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -757003.250000 Penalty: 4358.460938
	Iteration 8Q: 3 clusters Score -757003.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -757161.937500 Penalty: 4358.460938
	Iteration 9Q: 3 clusters Score -757161.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -757310.562500 Penalty: 4358.460938
	Iteration 10Q: 3 clusters Score -757310.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -757464.312500 Penalty: 4358.460938
	Iteration 11Q: 3 clusters Score -757464.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -757632.562500 Penalty: 4358.460938
	Iteration 12Q: 3 clusters Score -757632.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -757771.750000 Penalty: 4358.460938
	Iteration 13Q: 3 clusters Score -757771.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -757861.750000 Penalty: 4358.460938
	Iteration 14Q: 3 clusters Score -757861.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -757946.687500 Penalty: 4358.460938
	Iteration 15Q: 3 clusters Score -757946.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -758001.875000 Penalty: 4358.460938
	Iteration 16Q: 3 clusters Score -758001.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -758038.187500 Penalty: 4358.460938
	Iteration 17Q: 3 clusters Score -758038.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -758064.062500 Penalty: 4358.460938
	Iteration 18Q: 3 clusters Score -758064.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -758086.750000 Penalty: 4358.460938
	Iteration 19Q: 3 clusters Score -758086.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -758103.187500 Penalty: 4358.460938
	Iteration 20F: 3 clusters Score -758103.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -758114.937500 Penalty: 4358.460938
	Iteration 21Q: 3 clusters Score -758114.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -758125.437500 Penalty: 4358.460938
	Iteration 22Q: 3 clusters Score -758125.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -758130.062500 Penalty: 4358.460938
	Iteration 23Q: 3 clusters Score -758130.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -758140.000000 Penalty: 4358.460938
	Iteration 24Q: 3 clusters Score -758140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -758148.500000 Penalty: 4358.460938
	Iteration 25Q: 3 clusters Score -758148.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -758161.375000 Penalty: 4358.460938
	Iteration 26Q: 3 clusters Score -758161.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -758170.250000 Penalty: 4358.460938
	Iteration 27Q: 3 clusters Score -758170.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -758174.125000 Penalty: 4358.460938
	Iteration 28Q: 3 clusters Score -758174.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -758180.125000 Penalty: 4358.460938
	Iteration 29Q: 3 clusters Score -758180.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -758186.562500 Penalty: 4358.460938
	Iteration 30Q: 3 clusters Score -758186.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -758190.125000 Penalty: 4358.460938
	Iteration 31Q: 3 clusters Score -758190.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -758194.250000 Penalty: 4358.460938
	Iteration 32Q: 3 clusters Score -758194.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -758197.875000 Penalty: 4358.460938
	Iteration 33Q: 3 clusters Score -758197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -758197.062500 Penalty: 4358.460938
	Iteration 34Q: 3 clusters Score -758197.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -758197.062500 Penalty: 4358.460938
	Iteration 35F: 3 clusters Score -758197.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Entering Unmasked Estep 
Score: -1523551.500000 Penalty: 2346.873047
	Iteration 0F: 2 clusters Score -1523552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1514038.750000 Penalty: 4693.746094
	Iteration 0F: 3 clusters Score -1514039 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1516888.125000 Penalty: 4693.746094
	Iteration 1F: 3 clusters Score -1516888 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1517292.000000 Penalty: 4693.746094
	Iteration 2F: 3 clusters Score -1517292 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1517690.750000 Penalty: 4693.746094
	Iteration 3F: 3 clusters Score -1517691 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1518122.875000 Penalty: 4693.746094
	Iteration 4F: 3 clusters Score -1518123 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1518625.125000 Penalty: 4693.746094
	Iteration 5F: 3 clusters Score -1518625 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1519157.750000 Penalty: 4693.746094
	Iteration 6F: 3 clusters Score -1519158 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1519641.625000 Penalty: 4693.746094
	Iteration 7F: 3 clusters Score -1519642 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1520086.875000 Penalty: 4693.746094
	Iteration 8Q: 3 clusters Score -1520087 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1520518.750000 Penalty: 4693.746094
	Iteration 9Q: 3 clusters Score -1520519 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1520845.500000 Penalty: 4693.746094
	Iteration 10Q: 3 clusters Score -1520846 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1521024.750000 Penalty: 4693.746094
	Iteration 11Q: 3 clusters Score -1521025 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1521152.875000 Penalty: 4693.746094
	Iteration 12Q: 3 clusters Score -1521153 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1521253.750000 Penalty: 4693.746094
	Iteration 13Q: 3 clusters Score -1521254 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1521308.375000 Penalty: 4693.746094
	Iteration 14Q: 3 clusters Score -1521308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1521348.500000 Penalty: 4693.746094
	Iteration 15Q: 3 clusters Score -1521348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1521381.375000 Penalty: 4693.746094
	Iteration 16Q: 3 clusters Score -1521381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1521401.375000 Penalty: 4693.746094
	Iteration 17Q: 3 clusters Score -1521401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1521427.500000 Penalty: 4693.746094
	Iteration 18Q: 3 clusters Score -1521428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1521439.750000 Penalty: 4693.746094
	Iteration 19Q: 3 clusters Score -1521440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1521451.000000 Penalty: 4693.746094
	Iteration 20F: 3 clusters Score -1521451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1521456.125000 Penalty: 4693.746094
	Iteration 21Q: 3 clusters Score -1521456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1521462.125000 Penalty: 4693.746094
	Iteration 22Q: 3 clusters Score -1521462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1521470.750000 Penalty: 4693.746094
	Iteration 23Q: 3 clusters Score -1521471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1521478.250000 Penalty: 4693.746094
	Iteration 24Q: 3 clusters Score -1521478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1521481.250000 Penalty: 4693.746094
	Iteration 25Q: 3 clusters Score -1521481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1521484.875000 Penalty: 4693.746094
	Iteration 26Q: 3 clusters Score -1521485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1521484.500000 Penalty: 4693.746094
	Iteration 27Q: 3 clusters Score -1521484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1521483.875000 Penalty: 4693.746094
	Iteration 28Q: 3 clusters Score -1521484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1521483.875000 Penalty: 4693.746094
	Iteration 29F: 3 clusters Score -1521484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Entering Unmasked Estep 
Score: -5026368.500000 Penalty: 2654.399170
	Iteration 0F: 2 clusters Score -5026368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -4996321.000000 Penalty: 5308.798340
	Iteration 0F: 3 clusters Score -4996321 nChanged 20440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -5007485.000000 Penalty: 5308.798340
	Iteration 1F: 3 clusters Score -5007485 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -5007901.000000 Penalty: 5308.798340
	Iteration 2Q: 3 clusters Score -5007901 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -5008374.500000 Penalty: 5308.798340
	Iteration 3Q: 3 clusters Score -5008374 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -5008916.500000 Penalty: 5308.798340
	Iteration 4Q: 3 clusters Score -5008916 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -5009621.500000 Penalty: 5308.798340
	Iteration 5Q: 3 clusters Score -5009622 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -5010605.000000 Penalty: 5308.798340
	Iteration 6Q: 3 clusters Score -5010605 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -5012067.500000 Penalty: 5308.798340
	Iteration 7F: 3 clusters Score -5012068 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -5014269.000000 Penalty: 5308.798340
	Iteration 8F: 3 clusters Score -5014269 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -5017203.000000 Penalty: 5308.798340
	Iteration 9F: 3 clusters Score -5017203 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5020232.000000 Penalty: 5308.798340
	Iteration 10F: 3 clusters Score -5020232 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -5022336.500000 Penalty: 5308.798340
	Iteration 11F: 3 clusters Score -5022336 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -5023400.500000 Penalty: 5308.798340
	Iteration 12Q: 3 clusters Score -5023400 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -5023878.500000 Penalty: 5308.798340
	Iteration 13Q: 3 clusters Score -5023878 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -5024053.500000 Penalty: 5308.798340
	Iteration 14Q: 3 clusters Score -5024054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -5024138.500000 Penalty: 5308.798340
	Iteration 15Q: 3 clusters Score -5024138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5024169.500000 Penalty: 5308.798340
	Iteration 16Q: 3 clusters Score -5024170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -5024183.500000 Penalty: 5308.798340
	Iteration 17Q: 3 clusters Score -5024184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -5024190.000000 Penalty: 5308.798340
	Iteration 18Q: 3 clusters Score -5024190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -5024200.500000 Penalty: 5308.798340
	Iteration 19Q: 3 clusters Score -5024200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -5024221.000000 Penalty: 5308.798340
	Iteration 20F: 3 clusters Score -5024221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -5024230.500000 Penalty: 5308.798340
	Iteration 21Q: 3 clusters Score -5024230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -5024242.000000 Penalty: 5308.798340
	Iteration 22Q: 3 clusters Score -5024242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -5024242.000000 Penalty: 5308.798340
	Iteration 23F: 3 clusters Score -5024242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (208717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208717 members 
Entering Unmasked Estep 
Score: -24212720.000000 Penalty: 3037.686035
	Iteration 0F: 2 clusters Score -2.421272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104605 members 
Mstep: Class 2 contains 104112 members 
Entering Unmasked Estep 
Score: -24076002.000000 Penalty: 6075.372070
	Iteration 0F: 3 clusters Score -2.4076e+07 nChanged 100183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -24135710.000000 Penalty: 6075.372070
	Iteration 1F: 3 clusters Score -2.413571e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113509 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -24137774.000000 Penalty: 6075.372070
	Iteration 2Q: 3 clusters Score -2.413777e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118581 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -24141500.000000 Penalty: 6075.372070
	Iteration 3Q: 3 clusters Score -2.41415e+07 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126104 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -24148414.000000 Penalty: 6075.372070
	Iteration 4F: 3 clusters Score -2.414841e+07 nChanged 15055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136349 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -24159402.000000 Penalty: 6075.372070
	Iteration 5F: 3 clusters Score -2.41594e+07 nChanged 16967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148156 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -24174644.000000 Penalty: 6075.372070
	Iteration 6F: 3 clusters Score -2.417464e+07 nChanged 15717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158665 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -24189634.000000 Penalty: 6075.372070
	Iteration 7F: 3 clusters Score -2.418963e+07 nChanged 11531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164678 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -24198742.000000 Penalty: 6075.372070
	Iteration 8F: 3 clusters Score -2.419874e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167521 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -24202030.000000 Penalty: 6075.372070
	Iteration 9Q: 3 clusters Score -2.420203e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169492 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -24203128.000000 Penalty: 6075.372070
	Iteration 10Q: 3 clusters Score -2.420313e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171253 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -24203658.000000 Penalty: 6075.372070
	Iteration 11Q: 3 clusters Score -2.420366e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172961 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -24204118.000000 Penalty: 6075.372070
	Iteration 12Q: 3 clusters Score -2.420412e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174685 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -24204600.000000 Penalty: 6075.372070
	Iteration 13Q: 3 clusters Score -2.42046e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176448 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -24205072.000000 Penalty: 6075.372070
	Iteration 14Q: 3 clusters Score -2.420507e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178160 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -24205444.000000 Penalty: 6075.372070
	Iteration 15Q: 3 clusters Score -2.420544e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179782 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -24205966.000000 Penalty: 6075.372070
	Iteration 16Q: 3 clusters Score -2.420597e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181311 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -24206376.000000 Penalty: 6075.372070
	Iteration 17Q: 3 clusters Score -2.420638e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182851 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -24207012.000000 Penalty: 6075.372070
	Iteration 18Q: 3 clusters Score -2.420701e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184295 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -24207582.000000 Penalty: 6075.372070
	Iteration 19Q: 3 clusters Score -2.420758e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185662 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -24208286.000000 Penalty: 6075.372070
	Iteration 20F: 3 clusters Score -2.420829e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186877 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -24208756.000000 Penalty: 6075.372070
	Iteration 21Q: 3 clusters Score -2.420876e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187999 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -24209418.000000 Penalty: 6075.372070
	Iteration 22Q: 3 clusters Score -2.420942e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188986 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -24209766.000000 Penalty: 6075.372070
	Iteration 23Q: 3 clusters Score -2.420977e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189872 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -24210244.000000 Penalty: 6075.372070
	Iteration 24Q: 3 clusters Score -2.421024e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190604 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -24210478.000000 Penalty: 6075.372070
	Iteration 25Q: 3 clusters Score -2.421048e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191213 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -24210686.000000 Penalty: 6075.372070
	Iteration 26Q: 3 clusters Score -2.421069e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191751 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -24210824.000000 Penalty: 6075.372070
	Iteration 27Q: 3 clusters Score -2.421082e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192249 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -24210966.000000 Penalty: 6075.372070
	Iteration 28Q: 3 clusters Score -2.421097e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192713 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -24211092.000000 Penalty: 6075.372070
	Iteration 29Q: 3 clusters Score -2.421109e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193173 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -24211166.000000 Penalty: 6075.372070
	Iteration 30Q: 3 clusters Score -2.421117e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193578 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -24211208.000000 Penalty: 6075.372070
	Iteration 31Q: 3 clusters Score -2.421121e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193957 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -24211182.000000 Penalty: 6075.372070
	Iteration 32Q: 3 clusters Score -2.421118e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194304 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -24211218.000000 Penalty: 6075.372070
	Iteration 33Q: 3 clusters Score -2.421122e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194636 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -24211286.000000 Penalty: 6075.372070
	Iteration 34Q: 3 clusters Score -2.421129e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194974 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -24211248.000000 Penalty: 6075.372070
	Iteration 35Q: 3 clusters Score -2.421125e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195246 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -24211278.000000 Penalty: 6075.372070
	Iteration 36Q: 3 clusters Score -2.421128e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195476 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -24211314.000000 Penalty: 6075.372070
	Iteration 37Q: 3 clusters Score -2.421131e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195691 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -24211322.000000 Penalty: 6075.372070
	Iteration 38Q: 3 clusters Score -2.421132e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195867 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -24211284.000000 Penalty: 6075.372070
	Iteration 39Q: 3 clusters Score -2.421128e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196027 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -24211296.000000 Penalty: 6075.372070
	Iteration 40F: 3 clusters Score -2.42113e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196169 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -24211292.000000 Penalty: 6075.372070
	Iteration 41Q: 3 clusters Score -2.421129e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196305 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -24211288.000000 Penalty: 6075.372070
	Iteration 42Q: 3 clusters Score -2.421129e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196433 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -24211254.000000 Penalty: 6075.372070
	Iteration 43Q: 3 clusters Score -2.421125e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196567 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -24211300.000000 Penalty: 6075.372070
	Iteration 44Q: 3 clusters Score -2.42113e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196705 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -24211246.000000 Penalty: 6075.372070
	Iteration 45Q: 3 clusters Score -2.421125e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196824 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -24211244.000000 Penalty: 6075.372070
	Iteration 46Q: 3 clusters Score -2.421124e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196944 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -24211254.000000 Penalty: 6075.372070
	Iteration 47Q: 3 clusters Score -2.421125e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197053 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -24211270.000000 Penalty: 6075.372070
	Iteration 48Q: 3 clusters Score -2.421127e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197162 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -24211318.000000 Penalty: 6075.372070
	Iteration 49Q: 3 clusters Score -2.421132e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197288 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -24211360.000000 Penalty: 6075.372070
	Iteration 50Q: 3 clusters Score -2.421136e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197406 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -24211406.000000 Penalty: 6075.372070
	Iteration 51Q: 3 clusters Score -2.421141e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197529 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -24211404.000000 Penalty: 6075.372070
	Iteration 52Q: 3 clusters Score -2.42114e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197658 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -24211440.000000 Penalty: 6075.372070
	Iteration 53Q: 3 clusters Score -2.421144e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197771 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -24211442.000000 Penalty: 6075.372070
	Iteration 54Q: 3 clusters Score -2.421144e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197871 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -24211432.000000 Penalty: 6075.372070
	Iteration 55Q: 3 clusters Score -2.421143e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197965 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -24211426.000000 Penalty: 6075.372070
	Iteration 56Q: 3 clusters Score -2.421143e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198055 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -24211422.000000 Penalty: 6075.372070
	Iteration 57Q: 3 clusters Score -2.421142e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198152 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -24211418.000000 Penalty: 6075.372070
	Iteration 58Q: 3 clusters Score -2.421142e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198244 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -24211426.000000 Penalty: 6075.372070
	Iteration 59Q: 3 clusters Score -2.421143e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198315 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -24211452.000000 Penalty: 6075.372070
	Iteration 60F: 3 clusters Score -2.421145e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198379 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -24211438.000000 Penalty: 6075.372070
	Iteration 61Q: 3 clusters Score -2.421144e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198443 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -24211450.000000 Penalty: 6075.372070
	Iteration 62Q: 3 clusters Score -2.421145e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198524 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -24211444.000000 Penalty: 6075.372070
	Iteration 63Q: 3 clusters Score -2.421144e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198597 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -24211472.000000 Penalty: 6075.372070
	Iteration 64Q: 3 clusters Score -2.421147e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198671 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -24211508.000000 Penalty: 6075.372070
	Iteration 65Q: 3 clusters Score -2.421151e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198743 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -24211494.000000 Penalty: 6075.372070
	Iteration 66Q: 3 clusters Score -2.421149e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198818 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -24211478.000000 Penalty: 6075.372070
	Iteration 67Q: 3 clusters Score -2.421148e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198880 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -24211506.000000 Penalty: 6075.372070
	Iteration 68Q: 3 clusters Score -2.421151e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198945 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -24211522.000000 Penalty: 6075.372070
	Iteration 69Q: 3 clusters Score -2.421152e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199002 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -24211532.000000 Penalty: 6075.372070
	Iteration 70Q: 3 clusters Score -2.421153e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199053 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -24211544.000000 Penalty: 6075.372070
	Iteration 71Q: 3 clusters Score -2.421154e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199101 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -24211540.000000 Penalty: 6075.372070
	Iteration 72Q: 3 clusters Score -2.421154e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199147 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -24211546.000000 Penalty: 6075.372070
	Iteration 73Q: 3 clusters Score -2.421155e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199194 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -24211556.000000 Penalty: 6075.372070
	Iteration 74Q: 3 clusters Score -2.421156e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199240 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -24211544.000000 Penalty: 6075.372070
	Iteration 75Q: 3 clusters Score -2.421154e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199289 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -24211564.000000 Penalty: 6075.372070
	Iteration 76Q: 3 clusters Score -2.421156e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199334 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -24211560.000000 Penalty: 6075.372070
	Iteration 77Q: 3 clusters Score -2.421156e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199380 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -24211532.000000 Penalty: 6075.372070
	Iteration 78Q: 3 clusters Score -2.421153e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199430 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -24211512.000000 Penalty: 6075.372070
	Iteration 79Q: 3 clusters Score -2.421151e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199471 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -24211492.000000 Penalty: 6075.372070
	Iteration 80F: 3 clusters Score -2.421149e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199520 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -24211464.000000 Penalty: 6075.372070
	Iteration 81Q: 3 clusters Score -2.421146e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199558 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -24211490.000000 Penalty: 6075.372070
	Iteration 82Q: 3 clusters Score -2.421149e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199593 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -24211478.000000 Penalty: 6075.372070
	Iteration 83Q: 3 clusters Score -2.421148e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199620 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -24211502.000000 Penalty: 6075.372070
	Iteration 84Q: 3 clusters Score -2.42115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199656 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -24211528.000000 Penalty: 6075.372070
	Iteration 85Q: 3 clusters Score -2.421153e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199705 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -24211506.000000 Penalty: 6075.372070
	Iteration 86Q: 3 clusters Score -2.421151e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199753 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -24211488.000000 Penalty: 6075.372070
	Iteration 87Q: 3 clusters Score -2.421149e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199809 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -24211512.000000 Penalty: 6075.372070
	Iteration 88Q: 3 clusters Score -2.421151e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199862 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -24211530.000000 Penalty: 6075.372070
	Iteration 89Q: 3 clusters Score -2.421153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199892 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -24211514.000000 Penalty: 6075.372070
	Iteration 90Q: 3 clusters Score -2.421151e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199917 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -24211498.000000 Penalty: 6075.372070
	Iteration 91Q: 3 clusters Score -2.42115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199942 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -24211474.000000 Penalty: 6075.372070
	Iteration 92Q: 3 clusters Score -2.421147e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199970 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -24211458.000000 Penalty: 6075.372070
	Iteration 93Q: 3 clusters Score -2.421146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199997 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -24211478.000000 Penalty: 6075.372070
	Iteration 94Q: 3 clusters Score -2.421148e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200029 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -24211468.000000 Penalty: 6075.372070
	Iteration 95Q: 3 clusters Score -2.421147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200063 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -24211482.000000 Penalty: 6075.372070
	Iteration 96Q: 3 clusters Score -2.421148e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200104 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -24211472.000000 Penalty: 6075.372070
	Iteration 97Q: 3 clusters Score -2.421147e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200137 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -24211490.000000 Penalty: 6075.372070
	Iteration 98Q: 3 clusters Score -2.421149e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200156 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -24211490.000000 Penalty: 6075.372070
	Iteration 99Q: 3 clusters Score -2.421149e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200175 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -24211464.000000 Penalty: 6075.372070
	Iteration 100F: 3 clusters Score -2.421146e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200195 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -24211458.000000 Penalty: 6075.372070
	Iteration 101Q: 3 clusters Score -2.421146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200212 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -24211484.000000 Penalty: 6075.372070
	Iteration 102Q: 3 clusters Score -2.421148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200232 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -24211454.000000 Penalty: 6075.372070
	Iteration 103Q: 3 clusters Score -2.421145e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200256 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -24211424.000000 Penalty: 6075.372070
	Iteration 104Q: 3 clusters Score -2.421142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200273 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -24211458.000000 Penalty: 6075.372070
	Iteration 105Q: 3 clusters Score -2.421146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200289 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -24211474.000000 Penalty: 6075.372070
	Iteration 106Q: 3 clusters Score -2.421147e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200309 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -24211468.000000 Penalty: 6075.372070
	Iteration 107Q: 3 clusters Score -2.421147e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200326 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -24211446.000000 Penalty: 6075.372070
	Iteration 108Q: 3 clusters Score -2.421145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200344 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -24211446.000000 Penalty: 6075.372070
	Iteration 109Q: 3 clusters Score -2.421145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200360 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -24211458.000000 Penalty: 6075.372070
	Iteration 110Q: 3 clusters Score -2.421146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200384 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -24211466.000000 Penalty: 6075.372070
	Iteration 111Q: 3 clusters Score -2.421147e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200402 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -24211450.000000 Penalty: 6075.372070
	Iteration 112Q: 3 clusters Score -2.421145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200421 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -24211456.000000 Penalty: 6075.372070
	Iteration 113Q: 3 clusters Score -2.421146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200440 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -24211472.000000 Penalty: 6075.372070
	Iteration 114Q: 3 clusters Score -2.421147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200454 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -24211440.000000 Penalty: 6075.372070
	Iteration 115Q: 3 clusters Score -2.421144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200462 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -24211448.000000 Penalty: 6075.372070
	Iteration 116Q: 3 clusters Score -2.421145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200472 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -24211450.000000 Penalty: 6075.372070
	Iteration 117Q: 3 clusters Score -2.421145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200485 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -24211434.000000 Penalty: 6075.372070
	Iteration 118Q: 3 clusters Score -2.421143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200497 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -24211456.000000 Penalty: 6075.372070
	Iteration 119Q: 3 clusters Score -2.421146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200503 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -24211462.000000 Penalty: 6075.372070
	Iteration 120F: 3 clusters Score -2.421146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200509 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -24211474.000000 Penalty: 6075.372070
	Iteration 121Q: 3 clusters Score -2.421147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200513 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -24211474.000000 Penalty: 6075.372070
	Iteration 122Q: 3 clusters Score -2.421147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200516 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -24211466.000000 Penalty: 6075.372070
	Iteration 123Q: 3 clusters Score -2.421147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200522 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -24211482.000000 Penalty: 6075.372070
	Iteration 124Q: 3 clusters Score -2.421148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200525 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -24211480.000000 Penalty: 6075.372070
	Iteration 125Q: 3 clusters Score -2.421148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200529 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -24211474.000000 Penalty: 6075.372070
	Iteration 126Q: 3 clusters Score -2.421147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200531 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -24211464.000000 Penalty: 6075.372070
	Iteration 127Q: 3 clusters Score -2.421146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200533 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -24211480.000000 Penalty: 6075.372070
	Iteration 128Q: 3 clusters Score -2.421148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200538 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -24211476.000000 Penalty: 6075.372070
	Iteration 129Q: 3 clusters Score -2.421148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200542 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -24211472.000000 Penalty: 6075.372070
	Iteration 130Q: 3 clusters Score -2.421147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200546 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -24211490.000000 Penalty: 6075.372070
	Iteration 131Q: 3 clusters Score -2.421149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200554 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -24211478.000000 Penalty: 6075.372070
	Iteration 132Q: 3 clusters Score -2.421148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200559 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -24211484.000000 Penalty: 6075.372070
	Iteration 133Q: 3 clusters Score -2.421148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200563 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -24211480.000000 Penalty: 6075.372070
	Iteration 134Q: 3 clusters Score -2.421148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200567 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -24211472.000000 Penalty: 6075.372070
	Iteration 135Q: 3 clusters Score -2.421147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200572 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -24211492.000000 Penalty: 6075.372070
	Iteration 136Q: 3 clusters Score -2.421149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200578 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -24211506.000000 Penalty: 6075.372070
	Iteration 137Q: 3 clusters Score -2.421151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200582 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -24211514.000000 Penalty: 6075.372070
	Iteration 138Q: 3 clusters Score -2.421151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200590 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -24211518.000000 Penalty: 6075.372070
	Iteration 139Q: 3 clusters Score -2.421152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200600 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -24211510.000000 Penalty: 6075.372070
	Iteration 140F: 3 clusters Score -2.421151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200614 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -24211510.000000 Penalty: 6075.372070
	Iteration 141Q: 3 clusters Score -2.421151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200625 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -24211512.000000 Penalty: 6075.372070
	Iteration 142Q: 3 clusters Score -2.421151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200636 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -24211516.000000 Penalty: 6075.372070
	Iteration 143Q: 3 clusters Score -2.421152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200639 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -24211518.000000 Penalty: 6075.372070
	Iteration 144Q: 3 clusters Score -2.421152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200643 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -24211530.000000 Penalty: 6075.372070
	Iteration 145Q: 3 clusters Score -2.421153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200648 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -24211514.000000 Penalty: 6075.372070
	Iteration 146Q: 3 clusters Score -2.421151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200659 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -24211514.000000 Penalty: 6075.372070
	Iteration 147Q: 3 clusters Score -2.421151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200670 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -24211488.000000 Penalty: 6075.372070
	Iteration 148Q: 3 clusters Score -2.421149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200684 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -24211462.000000 Penalty: 6075.372070
	Iteration 149Q: 3 clusters Score -2.421146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200706 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -24211460.000000 Penalty: 6075.372070
	Iteration 150Q: 3 clusters Score -2.421146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200729 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -24211466.000000 Penalty: 6075.372070
	Iteration 151Q: 3 clusters Score -2.421147e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200752 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -24211474.000000 Penalty: 6075.372070
	Iteration 152Q: 3 clusters Score -2.421147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200768 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -24211454.000000 Penalty: 6075.372070
	Iteration 153Q: 3 clusters Score -2.421145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200778 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -24211494.000000 Penalty: 6075.372070
	Iteration 154Q: 3 clusters Score -2.421149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200792 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -24211472.000000 Penalty: 6075.372070
	Iteration 155Q: 3 clusters Score -2.421147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200803 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -24211478.000000 Penalty: 6075.372070
	Iteration 156Q: 3 clusters Score -2.421148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200809 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -24211484.000000 Penalty: 6075.372070
	Iteration 157Q: 3 clusters Score -2.421148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200822 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -24211488.000000 Penalty: 6075.372070
	Iteration 158Q: 3 clusters Score -2.421149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200834 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -24211490.000000 Penalty: 6075.372070
	Iteration 159Q: 3 clusters Score -2.421149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200844 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -24211494.000000 Penalty: 6075.372070
	Iteration 160F: 3 clusters Score -2.421149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200854 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -24211498.000000 Penalty: 6075.372070
	Iteration 161Q: 3 clusters Score -2.42115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200861 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -24211524.000000 Penalty: 6075.372070
	Iteration 162Q: 3 clusters Score -2.421152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200868 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -24211532.000000 Penalty: 6075.372070
	Iteration 163Q: 3 clusters Score -2.421153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200875 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -24211544.000000 Penalty: 6075.372070
	Iteration 164Q: 3 clusters Score -2.421154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200881 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -24211538.000000 Penalty: 6075.372070
	Iteration 165Q: 3 clusters Score -2.421154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200888 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -24211532.000000 Penalty: 6075.372070
	Iteration 166Q: 3 clusters Score -2.421153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200898 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -24211542.000000 Penalty: 6075.372070
	Iteration 167Q: 3 clusters Score -2.421154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200908 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -24211540.000000 Penalty: 6075.372070
	Iteration 168Q: 3 clusters Score -2.421154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200917 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -24211524.000000 Penalty: 6075.372070
	Iteration 169Q: 3 clusters Score -2.421152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200924 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -24211550.000000 Penalty: 6075.372070
	Iteration 170Q: 3 clusters Score -2.421155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200927 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -24211552.000000 Penalty: 6075.372070
	Iteration 171Q: 3 clusters Score -2.421155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200932 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -24211540.000000 Penalty: 6075.372070
	Iteration 172Q: 3 clusters Score -2.421154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200937 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -24211522.000000 Penalty: 6075.372070
	Iteration 173Q: 3 clusters Score -2.421152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200942 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -24211532.000000 Penalty: 6075.372070
	Iteration 174Q: 3 clusters Score -2.421153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200951 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -24211522.000000 Penalty: 6075.372070
	Iteration 175Q: 3 clusters Score -2.421152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200958 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -24211532.000000 Penalty: 6075.372070
	Iteration 176Q: 3 clusters Score -2.421153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200963 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -24211536.000000 Penalty: 6075.372070
	Iteration 177Q: 3 clusters Score -2.421154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200970 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -24211552.000000 Penalty: 6075.372070
	Iteration 178Q: 3 clusters Score -2.421155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200977 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -24211538.000000 Penalty: 6075.372070
	Iteration 179Q: 3 clusters Score -2.421154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200983 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -24211538.000000 Penalty: 6075.372070
	Iteration 180F: 3 clusters Score -2.421154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200986 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -24211542.000000 Penalty: 6075.372070
	Iteration 181Q: 3 clusters Score -2.421154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200991 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -24211536.000000 Penalty: 6075.372070
	Iteration 182Q: 3 clusters Score -2.421154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200995 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -24211536.000000 Penalty: 6075.372070
	Iteration 183Q: 3 clusters Score -2.421154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200999 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -24211546.000000 Penalty: 6075.372070
	Iteration 184Q: 3 clusters Score -2.421155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201006 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -24211528.000000 Penalty: 6075.372070
	Iteration 185Q: 3 clusters Score -2.421153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201016 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -24211540.000000 Penalty: 6075.372070
	Iteration 186Q: 3 clusters Score -2.421154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201029 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -24211546.000000 Penalty: 6075.372070
	Iteration 187Q: 3 clusters Score -2.421155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201041 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -24211544.000000 Penalty: 6075.372070
	Iteration 188Q: 3 clusters Score -2.421154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201052 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -24211530.000000 Penalty: 6075.372070
	Iteration 189Q: 3 clusters Score -2.421153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201064 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -24211512.000000 Penalty: 6075.372070
	Iteration 190Q: 3 clusters Score -2.421151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201077 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -24211526.000000 Penalty: 6075.372070
	Iteration 191Q: 3 clusters Score -2.421153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201085 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -24211538.000000 Penalty: 6075.372070
	Iteration 192Q: 3 clusters Score -2.421154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201092 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -24211542.000000 Penalty: 6075.372070
	Iteration 193Q: 3 clusters Score -2.421154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201097 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -24211540.000000 Penalty: 6075.372070
	Iteration 194Q: 3 clusters Score -2.421154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201103 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -24211546.000000 Penalty: 6075.372070
	Iteration 195Q: 3 clusters Score -2.421155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201108 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -24211554.000000 Penalty: 6075.372070
	Iteration 196Q: 3 clusters Score -2.421155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201112 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -24211532.000000 Penalty: 6075.372070
	Iteration 197Q: 3 clusters Score -2.421153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201116 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -24211528.000000 Penalty: 6075.372070
	Iteration 198Q: 3 clusters Score -2.421153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201116 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -24211528.000000 Penalty: 6075.372070
	Iteration 199F: 3 clusters Score -2.421153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (210435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210435 members 
Entering Unmasked Estep 
Score: -24510634.000000 Penalty: 3039.719238
	Iteration 0F: 2 clusters Score -2.451063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105385 members 
Mstep: Class 2 contains 105050 members 
Entering Unmasked Estep 
Score: -24376450.000000 Penalty: 6079.438477
	Iteration 0F: 3 clusters Score -2.437645e+07 nChanged 101476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107609 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -24436432.000000 Penalty: 6079.438477
	Iteration 1F: 3 clusters Score -2.443643e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109388 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -24438112.000000 Penalty: 6079.438477
	Iteration 2Q: 3 clusters Score -2.443811e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112285 members 
Mstep: Class 2 contains 98150 members 
Entering Unmasked Estep 
Score: -24440242.000000 Penalty: 6079.438477
	Iteration 3Q: 3 clusters Score -2.444024e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116776 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -24442876.000000 Penalty: 6079.438477
	Iteration 4Q: 3 clusters Score -2.444288e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123496 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -24447104.000000 Penalty: 6079.438477
	Iteration 5Q: 3 clusters Score -2.44471e+07 nChanged 11845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132905 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -24454008.000000 Penalty: 6079.438477
	Iteration 6F: 3 clusters Score -2.445401e+07 nChanged 13918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144973 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -24464070.000000 Penalty: 6079.438477
	Iteration 7F: 3 clusters Score -2.446407e+07 nChanged 14655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158140 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -24475528.000000 Penalty: 6079.438477
	Iteration 8F: 3 clusters Score -2.447553e+07 nChanged 12810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169682 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -24485306.000000 Penalty: 6079.438477
	Iteration 9F: 3 clusters Score -2.448531e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178270 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -24492000.000000 Penalty: 6079.438477
	Iteration 10Q: 3 clusters Score -2.4492e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184438 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -24496012.000000 Penalty: 6079.438477
	Iteration 11Q: 3 clusters Score -2.449601e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189199 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -24498564.000000 Penalty: 6079.438477
	Iteration 12Q: 3 clusters Score -2.449856e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192979 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -24500202.000000 Penalty: 6079.438477
	Iteration 13Q: 3 clusters Score -2.45002e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196212 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -24501844.000000 Penalty: 6079.438477
	Iteration 14Q: 3 clusters Score -2.450184e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198959 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -24503382.000000 Penalty: 6079.438477
	Iteration 15Q: 3 clusters Score -2.450338e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201166 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -24504606.000000 Penalty: 6079.438477
	Iteration 16Q: 3 clusters Score -2.450461e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202893 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -24505512.000000 Penalty: 6079.438477
	Iteration 17Q: 3 clusters Score -2.450551e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204301 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -24506286.000000 Penalty: 6079.438477
	Iteration 18Q: 3 clusters Score -2.450629e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205383 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -24506880.000000 Penalty: 6079.438477
	Iteration 19Q: 3 clusters Score -2.450688e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206163 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -24507384.000000 Penalty: 6079.438477
	Iteration 20F: 3 clusters Score -2.450738e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206720 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -24507688.000000 Penalty: 6079.438477
	Iteration 21Q: 3 clusters Score -2.450769e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207137 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -24507922.000000 Penalty: 6079.438477
	Iteration 22Q: 3 clusters Score -2.450792e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207447 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -24508040.000000 Penalty: 6079.438477
	Iteration 23Q: 3 clusters Score -2.450804e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207690 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -24508170.000000 Penalty: 6079.438477
	Iteration 24Q: 3 clusters Score -2.450817e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207862 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -24508248.000000 Penalty: 6079.438477
	Iteration 25Q: 3 clusters Score -2.450825e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207990 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -24508332.000000 Penalty: 6079.438477
	Iteration 26Q: 3 clusters Score -2.450833e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208076 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -24508346.000000 Penalty: 6079.438477
	Iteration 27Q: 3 clusters Score -2.450835e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208151 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -24508422.000000 Penalty: 6079.438477
	Iteration 28Q: 3 clusters Score -2.450842e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208212 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -24508448.000000 Penalty: 6079.438477
	Iteration 29Q: 3 clusters Score -2.450845e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208256 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -24508472.000000 Penalty: 6079.438477
	Iteration 30Q: 3 clusters Score -2.450847e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208306 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -24508480.000000 Penalty: 6079.438477
	Iteration 31Q: 3 clusters Score -2.450848e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208335 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -24508498.000000 Penalty: 6079.438477
	Iteration 32Q: 3 clusters Score -2.45085e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208361 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -24508510.000000 Penalty: 6079.438477
	Iteration 33Q: 3 clusters Score -2.450851e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208381 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -24508514.000000 Penalty: 6079.438477
	Iteration 34Q: 3 clusters Score -2.450851e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208406 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -24508506.000000 Penalty: 6079.438477
	Iteration 35Q: 3 clusters Score -2.450851e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208425 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -24508524.000000 Penalty: 6079.438477
	Iteration 36Q: 3 clusters Score -2.450852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208453 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -24508528.000000 Penalty: 6079.438477
	Iteration 37Q: 3 clusters Score -2.450853e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208468 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -24508562.000000 Penalty: 6079.438477
	Iteration 38Q: 3 clusters Score -2.450856e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208481 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -24508590.000000 Penalty: 6079.438477
	Iteration 39Q: 3 clusters Score -2.450859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208485 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -24508622.000000 Penalty: 6079.438477
	Iteration 40F: 3 clusters Score -2.450862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208496 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -24508610.000000 Penalty: 6079.438477
	Iteration 41Q: 3 clusters Score -2.450861e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208499 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -24508608.000000 Penalty: 6079.438477
	Iteration 42Q: 3 clusters Score -2.450861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208506 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -24508628.000000 Penalty: 6079.438477
	Iteration 43Q: 3 clusters Score -2.450863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208516 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -24508638.000000 Penalty: 6079.438477
	Iteration 44Q: 3 clusters Score -2.450864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208522 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -24508634.000000 Penalty: 6079.438477
	Iteration 45Q: 3 clusters Score -2.450863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208533 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -24508652.000000 Penalty: 6079.438477
	Iteration 46Q: 3 clusters Score -2.450865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208543 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -24508660.000000 Penalty: 6079.438477
	Iteration 47Q: 3 clusters Score -2.450866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208558 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -24508668.000000 Penalty: 6079.438477
	Iteration 48Q: 3 clusters Score -2.450867e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208573 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -24508690.000000 Penalty: 6079.438477
	Iteration 49Q: 3 clusters Score -2.450869e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208582 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -24508698.000000 Penalty: 6079.438477
	Iteration 50Q: 3 clusters Score -2.45087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208588 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -24508688.000000 Penalty: 6079.438477
	Iteration 51Q: 3 clusters Score -2.450869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208594 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -24508728.000000 Penalty: 6079.438477
	Iteration 52Q: 3 clusters Score -2.450873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208600 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -24508738.000000 Penalty: 6079.438477
	Iteration 53Q: 3 clusters Score -2.450874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208608 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -24508748.000000 Penalty: 6079.438477
	Iteration 54Q: 3 clusters Score -2.450875e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208621 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -24508730.000000 Penalty: 6079.438477
	Iteration 55Q: 3 clusters Score -2.450873e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208636 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -24508764.000000 Penalty: 6079.438477
	Iteration 56Q: 3 clusters Score -2.450876e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208640 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -24508776.000000 Penalty: 6079.438477
	Iteration 57Q: 3 clusters Score -2.450878e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208647 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -24508770.000000 Penalty: 6079.438477
	Iteration 58Q: 3 clusters Score -2.450877e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208657 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -24508822.000000 Penalty: 6079.438477
	Iteration 59Q: 3 clusters Score -2.450882e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208656 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -24508816.000000 Penalty: 6079.438477
	Iteration 60F: 3 clusters Score -2.450882e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208658 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -24508844.000000 Penalty: 6079.438477
	Iteration 61Q: 3 clusters Score -2.450884e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208662 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -24508900.000000 Penalty: 6079.438477
	Iteration 62Q: 3 clusters Score -2.45089e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208659 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -24508930.000000 Penalty: 6079.438477
	Iteration 63Q: 3 clusters Score -2.450893e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208647 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -24508946.000000 Penalty: 6079.438477
	Iteration 64Q: 3 clusters Score -2.450895e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208639 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -24509018.000000 Penalty: 6079.438477
	Iteration 65Q: 3 clusters Score -2.450902e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208643 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -24509072.000000 Penalty: 6079.438477
	Iteration 66Q: 3 clusters Score -2.450907e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208644 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -24509104.000000 Penalty: 6079.438477
	Iteration 67Q: 3 clusters Score -2.45091e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208649 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -24509162.000000 Penalty: 6079.438477
	Iteration 68Q: 3 clusters Score -2.450916e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208625 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -24509226.000000 Penalty: 6079.438477
	Iteration 69Q: 3 clusters Score -2.450923e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208598 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -24509320.000000 Penalty: 6079.438477
	Iteration 70Q: 3 clusters Score -2.450932e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208550 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -24509368.000000 Penalty: 6079.438477
	Iteration 71Q: 3 clusters Score -2.450937e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208512 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -24509378.000000 Penalty: 6079.438477
	Iteration 72Q: 3 clusters Score -2.450938e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208479 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -24509430.000000 Penalty: 6079.438477
	Iteration 73Q: 3 clusters Score -2.450943e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208434 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -24509476.000000 Penalty: 6079.438477
	Iteration 74Q: 3 clusters Score -2.450948e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208397 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -24509514.000000 Penalty: 6079.438477
	Iteration 75Q: 3 clusters Score -2.450951e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208381 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -24509552.000000 Penalty: 6079.438477
	Iteration 76Q: 3 clusters Score -2.450955e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208352 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -24509534.000000 Penalty: 6079.438477
	Iteration 77Q: 3 clusters Score -2.450953e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208337 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -24509562.000000 Penalty: 6079.438477
	Iteration 78Q: 3 clusters Score -2.450956e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208324 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -24509570.000000 Penalty: 6079.438477
	Iteration 79Q: 3 clusters Score -2.450957e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208309 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -24509588.000000 Penalty: 6079.438477
	Iteration 80F: 3 clusters Score -2.450959e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208296 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -24509598.000000 Penalty: 6079.438477
	Iteration 81Q: 3 clusters Score -2.45096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208283 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -24509580.000000 Penalty: 6079.438477
	Iteration 82Q: 3 clusters Score -2.450958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208277 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -24509590.000000 Penalty: 6079.438477
	Iteration 83Q: 3 clusters Score -2.450959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208275 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -24509608.000000 Penalty: 6079.438477
	Iteration 84Q: 3 clusters Score -2.450961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208269 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -24509604.000000 Penalty: 6079.438477
	Iteration 85Q: 3 clusters Score -2.45096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208264 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -24509608.000000 Penalty: 6079.438477
	Iteration 86Q: 3 clusters Score -2.450961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208262 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -24509604.000000 Penalty: 6079.438477
	Iteration 87Q: 3 clusters Score -2.45096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208261 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -24509602.000000 Penalty: 6079.438477
	Iteration 88Q: 3 clusters Score -2.45096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208260 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -24509596.000000 Penalty: 6079.438477
	Iteration 89Q: 3 clusters Score -2.45096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208257 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -24509624.000000 Penalty: 6079.438477
	Iteration 90Q: 3 clusters Score -2.450962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208256 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -24509624.000000 Penalty: 6079.438477
	Iteration 91Q: 3 clusters Score -2.450962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208257 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -24509608.000000 Penalty: 6079.438477
	Iteration 92Q: 3 clusters Score -2.450961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208258 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -24509626.000000 Penalty: 6079.438477
	Iteration 93Q: 3 clusters Score -2.450963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208259 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -24509632.000000 Penalty: 6079.438477
	Iteration 94Q: 3 clusters Score -2.450963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208257 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -24509616.000000 Penalty: 6079.438477
	Iteration 95Q: 3 clusters Score -2.450962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208255 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -24509624.000000 Penalty: 6079.438477
	Iteration 96Q: 3 clusters Score -2.450962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208251 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -24509620.000000 Penalty: 6079.438477
	Iteration 97Q: 3 clusters Score -2.450962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208248 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -24509634.000000 Penalty: 6079.438477
	Iteration 98Q: 3 clusters Score -2.450963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208248 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -24509634.000000 Penalty: 6079.438477
	Iteration 99F: 3 clusters Score -2.450963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Entering Unmasked Estep 
Score: -1403351.375000 Penalty: 2326.615967
	Iteration 0F: 2 clusters Score -1403351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1394453.000000 Penalty: 4653.231934
	Iteration 0F: 3 clusters Score -1394453 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1397113.875000 Penalty: 4653.231934
	Iteration 1F: 3 clusters Score -1397114 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1397425.000000 Penalty: 4653.231934
	Iteration 2F: 3 clusters Score -1397425 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1397643.125000 Penalty: 4653.231934
	Iteration 3Q: 3 clusters Score -1397643 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1397787.500000 Penalty: 4653.231934
	Iteration 4Q: 3 clusters Score -1397788 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1397895.750000 Penalty: 4653.231934
	Iteration 5Q: 3 clusters Score -1397896 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1397987.250000 Penalty: 4653.231934
	Iteration 6Q: 3 clusters Score -1397987 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1398074.500000 Penalty: 4653.231934
	Iteration 7Q: 3 clusters Score -1398074 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1398162.625000 Penalty: 4653.231934
	Iteration 8Q: 3 clusters Score -1398163 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1398254.000000 Penalty: 4653.231934
	Iteration 9Q: 3 clusters Score -1398254 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1398352.750000 Penalty: 4653.231934
	Iteration 10Q: 3 clusters Score -1398353 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1398467.875000 Penalty: 4653.231934
	Iteration 11Q: 3 clusters Score -1398468 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1398595.750000 Penalty: 4653.231934
	Iteration 12Q: 3 clusters Score -1398596 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1398760.375000 Penalty: 4653.231934
	Iteration 13Q: 3 clusters Score -1398760 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1398957.750000 Penalty: 4653.231934
	Iteration 14Q: 3 clusters Score -1398958 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1399165.125000 Penalty: 4653.231934
	Iteration 15Q: 3 clusters Score -1399165 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1399375.625000 Penalty: 4653.231934
	Iteration 16Q: 3 clusters Score -1399376 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1399608.875000 Penalty: 4653.231934
	Iteration 17Q: 3 clusters Score -1399609 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1399850.000000 Penalty: 4653.231934
	Iteration 18Q: 3 clusters Score -1399850 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1400051.875000 Penalty: 4653.231934
	Iteration 19Q: 3 clusters Score -1400052 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1400199.000000 Penalty: 4653.231934
	Iteration 20F: 3 clusters Score -1400199 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1400304.125000 Penalty: 4653.231934
	Iteration 21Q: 3 clusters Score -1400304 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1400384.250000 Penalty: 4653.231934
	Iteration 22Q: 3 clusters Score -1400384 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1400452.250000 Penalty: 4653.231934
	Iteration 23Q: 3 clusters Score -1400452 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1400510.000000 Penalty: 4653.231934
	Iteration 24Q: 3 clusters Score -1400510 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1400547.625000 Penalty: 4653.231934
	Iteration 25Q: 3 clusters Score -1400548 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1400582.375000 Penalty: 4653.231934
	Iteration 26Q: 3 clusters Score -1400582 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1400612.250000 Penalty: 4653.231934
	Iteration 27Q: 3 clusters Score -1400612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1400629.875000 Penalty: 4653.231934
	Iteration 28Q: 3 clusters Score -1400630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1400646.500000 Penalty: 4653.231934
	Iteration 29Q: 3 clusters Score -1400646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1400660.625000 Penalty: 4653.231934
	Iteration 30Q: 3 clusters Score -1400661 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1400681.875000 Penalty: 4653.231934
	Iteration 31Q: 3 clusters Score -1400682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1400692.125000 Penalty: 4653.231934
	Iteration 32Q: 3 clusters Score -1400692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1400699.125000 Penalty: 4653.231934
	Iteration 33Q: 3 clusters Score -1400699 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1400712.000000 Penalty: 4653.231934
	Iteration 34Q: 3 clusters Score -1400712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1400724.375000 Penalty: 4653.231934
	Iteration 35Q: 3 clusters Score -1400724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1400729.750000 Penalty: 4653.231934
	Iteration 36Q: 3 clusters Score -1400730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1400737.250000 Penalty: 4653.231934
	Iteration 37Q: 3 clusters Score -1400737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1400744.625000 Penalty: 4653.231934
	Iteration 38Q: 3 clusters Score -1400745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1400747.875000 Penalty: 4653.231934
	Iteration 39Q: 3 clusters Score -1400748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1400755.625000 Penalty: 4653.231934
	Iteration 40F: 3 clusters Score -1400756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1400762.750000 Penalty: 4653.231934
	Iteration 41Q: 3 clusters Score -1400763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1400767.250000 Penalty: 4653.231934
	Iteration 42Q: 3 clusters Score -1400767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1400781.000000 Penalty: 4653.231934
	Iteration 43Q: 3 clusters Score -1400781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1400784.125000 Penalty: 4653.231934
	Iteration 44Q: 3 clusters Score -1400784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1400789.500000 Penalty: 4653.231934
	Iteration 45Q: 3 clusters Score -1400790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1400788.250000 Penalty: 4653.231934
	Iteration 46Q: 3 clusters Score -1400788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1400793.500000 Penalty: 4653.231934
	Iteration 47Q: 3 clusters Score -1400794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1400793.375000 Penalty: 4653.231934
	Iteration 48Q: 3 clusters Score -1400793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1400794.250000 Penalty: 4653.231934
	Iteration 49Q: 3 clusters Score -1400794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1400795.625000 Penalty: 4653.231934
	Iteration 50Q: 3 clusters Score -1400796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1400796.375000 Penalty: 4653.231934
	Iteration 51Q: 3 clusters Score -1400796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1400796.875000 Penalty: 4653.231934
	Iteration 52Q: 3 clusters Score -1400797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1400795.125000 Penalty: 4653.231934
	Iteration 53Q: 3 clusters Score -1400795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1400796.875000 Penalty: 4653.231934
	Iteration 54Q: 3 clusters Score -1400797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1400796.875000 Penalty: 4653.231934
	Iteration 55Q: 3 clusters Score -1400797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1400796.625000 Penalty: 4653.231934
	Iteration 56Q: 3 clusters Score -1400797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1400801.875000 Penalty: 4653.231934
	Iteration 57Q: 3 clusters Score -1400802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1400797.875000 Penalty: 4653.231934
	Iteration 58Q: 3 clusters Score -1400798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1400799.625000 Penalty: 4653.231934
	Iteration 59Q: 3 clusters Score -1400800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1400805.250000 Penalty: 4653.231934
	Iteration 60F: 3 clusters Score -1400805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1400806.125000 Penalty: 4653.231934
	Iteration 61Q: 3 clusters Score -1400806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1400807.000000 Penalty: 4653.231934
	Iteration 62Q: 3 clusters Score -1400807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1400813.375000 Penalty: 4653.231934
	Iteration 63Q: 3 clusters Score -1400813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1400817.500000 Penalty: 4653.231934
	Iteration 64Q: 3 clusters Score -1400818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1400820.500000 Penalty: 4653.231934
	Iteration 65Q: 3 clusters Score -1400820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1400821.875000 Penalty: 4653.231934
	Iteration 66Q: 3 clusters Score -1400822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1400819.250000 Penalty: 4653.231934
	Iteration 67Q: 3 clusters Score -1400819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1400822.625000 Penalty: 4653.231934
	Iteration 68Q: 3 clusters Score -1400823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1400824.625000 Penalty: 4653.231934
	Iteration 69Q: 3 clusters Score -1400825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1400822.125000 Penalty: 4653.231934
	Iteration 70Q: 3 clusters Score -1400822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1400827.250000 Penalty: 4653.231934
	Iteration 71Q: 3 clusters Score -1400827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1400829.250000 Penalty: 4653.231934
	Iteration 72Q: 3 clusters Score -1400829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1400828.625000 Penalty: 4653.231934
	Iteration 73Q: 3 clusters Score -1400829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1400829.125000 Penalty: 4653.231934
	Iteration 74Q: 3 clusters Score -1400829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1400829.000000 Penalty: 4653.231934
	Iteration 75Q: 3 clusters Score -1400829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1400828.375000 Penalty: 4653.231934
	Iteration 76Q: 3 clusters Score -1400828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1400830.750000 Penalty: 4653.231934
	Iteration 77Q: 3 clusters Score -1400831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1400831.625000 Penalty: 4653.231934
	Iteration 78Q: 3 clusters Score -1400832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1400835.375000 Penalty: 4653.231934
	Iteration 79Q: 3 clusters Score -1400835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1400833.375000 Penalty: 4653.231934
	Iteration 80F: 3 clusters Score -1400833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1400833.625000 Penalty: 4653.231934
	Iteration 81Q: 3 clusters Score -1400834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1400836.375000 Penalty: 4653.231934
	Iteration 82Q: 3 clusters Score -1400836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1400835.750000 Penalty: 4653.231934
	Iteration 83Q: 3 clusters Score -1400836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1400836.375000 Penalty: 4653.231934
	Iteration 84Q: 3 clusters Score -1400836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1400837.625000 Penalty: 4653.231934
	Iteration 85Q: 3 clusters Score -1400838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1400837.500000 Penalty: 4653.231934
	Iteration 86Q: 3 clusters Score -1400838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1400838.250000 Penalty: 4653.231934
	Iteration 87Q: 3 clusters Score -1400838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1400836.500000 Penalty: 4653.231934
	Iteration 88Q: 3 clusters Score -1400836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1400838.500000 Penalty: 4653.231934
	Iteration 89Q: 3 clusters Score -1400838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1400838.875000 Penalty: 4653.231934
	Iteration 90Q: 3 clusters Score -1400839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1400839.375000 Penalty: 4653.231934
	Iteration 91Q: 3 clusters Score -1400839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1400840.875000 Penalty: 4653.231934
	Iteration 92Q: 3 clusters Score -1400841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1400841.875000 Penalty: 4653.231934
	Iteration 93Q: 3 clusters Score -1400842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1400841.250000 Penalty: 4653.231934
	Iteration 94Q: 3 clusters Score -1400841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1400841.375000 Penalty: 4653.231934
	Iteration 95Q: 3 clusters Score -1400841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1400840.375000 Penalty: 4653.231934
	Iteration 96Q: 3 clusters Score -1400840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1400842.875000 Penalty: 4653.231934
	Iteration 97Q: 3 clusters Score -1400843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1400842.875000 Penalty: 4653.231934
	Iteration 98F: 3 clusters Score -1400843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Entering Unmasked Estep 
Score: -3368284.750000 Penalty: 2548.887451
	Iteration 0F: 2 clusters Score -3368285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3348259.750000 Penalty: 5097.774902
	Iteration 0F: 3 clusters Score -3348260 nChanged 13106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3355457.750000 Penalty: 5097.774902
	Iteration 1F: 3 clusters Score -3355458 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3355939.250000 Penalty: 5097.774902
	Iteration 2Q: 3 clusters Score -3355939 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3356506.750000 Penalty: 5097.774902
	Iteration 3Q: 3 clusters Score -3356507 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3357353.500000 Penalty: 5097.774902
	Iteration 4Q: 3 clusters Score -3357354 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3358367.000000 Penalty: 5097.774902
	Iteration 5F: 3 clusters Score -3358367 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3359381.500000 Penalty: 5097.774902
	Iteration 6F: 3 clusters Score -3359382 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3360271.250000 Penalty: 5097.774902
	Iteration 7F: 3 clusters Score -3360271 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3361030.250000 Penalty: 5097.774902
	Iteration 8F: 3 clusters Score -3361030 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3361602.500000 Penalty: 5097.774902
	Iteration 9Q: 3 clusters Score -3361602 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3362097.250000 Penalty: 5097.774902
	Iteration 10Q: 3 clusters Score -3362097 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -3362549.500000 Penalty: 5097.774902
	Iteration 11Q: 3 clusters Score -3362550 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3363039.500000 Penalty: 5097.774902
	Iteration 12Q: 3 clusters Score -3363040 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3363527.000000 Penalty: 5097.774902
	Iteration 13Q: 3 clusters Score -3363527 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3364020.750000 Penalty: 5097.774902
	Iteration 14Q: 3 clusters Score -3364021 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3364594.750000 Penalty: 5097.774902
	Iteration 15Q: 3 clusters Score -3364595 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3365157.250000 Penalty: 5097.774902
	Iteration 16Q: 3 clusters Score -3365157 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3365605.250000 Penalty: 5097.774902
	Iteration 17Q: 3 clusters Score -3365605 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3365962.750000 Penalty: 5097.774902
	Iteration 18Q: 3 clusters Score -3365963 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3366227.000000 Penalty: 5097.774902
	Iteration 19Q: 3 clusters Score -3366227 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3366436.000000 Penalty: 5097.774902
	Iteration 20F: 3 clusters Score -3366436 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3366546.000000 Penalty: 5097.774902
	Iteration 21Q: 3 clusters Score -3366546 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3366648.500000 Penalty: 5097.774902
	Iteration 22Q: 3 clusters Score -3366648 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3366702.500000 Penalty: 5097.774902
	Iteration 23Q: 3 clusters Score -3366702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3366741.250000 Penalty: 5097.774902
	Iteration 24Q: 3 clusters Score -3366741 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3366771.000000 Penalty: 5097.774902
	Iteration 25Q: 3 clusters Score -3366771 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3366803.000000 Penalty: 5097.774902
	Iteration 26Q: 3 clusters Score -3366803 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3366817.250000 Penalty: 5097.774902
	Iteration 27Q: 3 clusters Score -3366817 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3366831.000000 Penalty: 5097.774902
	Iteration 28Q: 3 clusters Score -3366831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3366836.500000 Penalty: 5097.774902
	Iteration 29Q: 3 clusters Score -3366836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3366854.750000 Penalty: 5097.774902
	Iteration 30Q: 3 clusters Score -3366855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3366857.750000 Penalty: 5097.774902
	Iteration 31Q: 3 clusters Score -3366858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3366861.500000 Penalty: 5097.774902
	Iteration 32Q: 3 clusters Score -3366862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3366864.000000 Penalty: 5097.774902
	Iteration 33Q: 3 clusters Score -3366864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3366867.250000 Penalty: 5097.774902
	Iteration 34Q: 3 clusters Score -3366867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3366870.750000 Penalty: 5097.774902
	Iteration 35Q: 3 clusters Score -3366871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3366869.000000 Penalty: 5097.774902
	Iteration 36Q: 3 clusters Score -3366869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3366874.000000 Penalty: 5097.774902
	Iteration 37Q: 3 clusters Score -3366874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3366869.500000 Penalty: 5097.774902
	Iteration 38Q: 3 clusters Score -3366870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3366874.250000 Penalty: 5097.774902
	Iteration 39Q: 3 clusters Score -3366874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3366875.750000 Penalty: 5097.774902
	Iteration 40F: 3 clusters Score -3366876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3366875.500000 Penalty: 5097.774902
	Iteration 41Q: 3 clusters Score -3366876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3366875.250000 Penalty: 5097.774902
	Iteration 42Q: 3 clusters Score -3366875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3366875.250000 Penalty: 5097.774902
	Iteration 43F: 3 clusters Score -3366875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Entering Unmasked Estep 
Score: -2606447.000000 Penalty: 2482.637695
	Iteration 0F: 2 clusters Score -2606447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2591008.750000 Penalty: 4965.275391
	Iteration 0F: 3 clusters Score -2591009 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2596198.000000 Penalty: 4965.275391
	Iteration 1F: 3 clusters Score -2596198 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2596553.250000 Penalty: 4965.275391
	Iteration 2Q: 3 clusters Score -2596553 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2596811.000000 Penalty: 4965.275391
	Iteration 3Q: 3 clusters Score -2596811 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2596985.000000 Penalty: 4965.275391
	Iteration 4Q: 3 clusters Score -2596985 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2597172.000000 Penalty: 4965.275391
	Iteration 5Q: 3 clusters Score -2597172 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2597383.250000 Penalty: 4965.275391
	Iteration 6Q: 3 clusters Score -2597383 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2597681.750000 Penalty: 4965.275391
	Iteration 7Q: 3 clusters Score -2597682 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2598023.000000 Penalty: 4965.275391
	Iteration 8Q: 3 clusters Score -2598023 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2598454.500000 Penalty: 4965.275391
	Iteration 9Q: 3 clusters Score -2598454 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2598940.500000 Penalty: 4965.275391
	Iteration 10Q: 3 clusters Score -2598940 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2599472.500000 Penalty: 4965.275391
	Iteration 11Q: 3 clusters Score -2599472 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2600016.250000 Penalty: 4965.275391
	Iteration 12Q: 3 clusters Score -2600016 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2600525.500000 Penalty: 4965.275391
	Iteration 13Q: 3 clusters Score -2600526 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2600969.250000 Penalty: 4965.275391
	Iteration 14Q: 3 clusters Score -2600969 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2601350.500000 Penalty: 4965.275391
	Iteration 15Q: 3 clusters Score -2601350 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2601621.250000 Penalty: 4965.275391
	Iteration 16Q: 3 clusters Score -2601621 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2601819.250000 Penalty: 4965.275391
	Iteration 17Q: 3 clusters Score -2601819 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2601949.000000 Penalty: 4965.275391
	Iteration 18Q: 3 clusters Score -2601949 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2602046.250000 Penalty: 4965.275391
	Iteration 19Q: 3 clusters Score -2602046 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2602100.250000 Penalty: 4965.275391
	Iteration 20F: 3 clusters Score -2602100 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2602155.750000 Penalty: 4965.275391
	Iteration 21Q: 3 clusters Score -2602156 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2602207.500000 Penalty: 4965.275391
	Iteration 22Q: 3 clusters Score -2602208 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2602259.500000 Penalty: 4965.275391
	Iteration 23Q: 3 clusters Score -2602260 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2602312.500000 Penalty: 4965.275391
	Iteration 24Q: 3 clusters Score -2602312 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2602370.500000 Penalty: 4965.275391
	Iteration 25Q: 3 clusters Score -2602370 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2602424.750000 Penalty: 4965.275391
	Iteration 26Q: 3 clusters Score -2602425 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2602468.250000 Penalty: 4965.275391
	Iteration 27Q: 3 clusters Score -2602468 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2602534.750000 Penalty: 4965.275391
	Iteration 28Q: 3 clusters Score -2602535 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2602618.750000 Penalty: 4965.275391
	Iteration 29Q: 3 clusters Score -2602619 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2602690.250000 Penalty: 4965.275391
	Iteration 30Q: 3 clusters Score -2602690 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2602763.500000 Penalty: 4965.275391
	Iteration 31Q: 3 clusters Score -2602764 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2602832.250000 Penalty: 4965.275391
	Iteration 32Q: 3 clusters Score -2602832 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2602910.250000 Penalty: 4965.275391
	Iteration 33Q: 3 clusters Score -2602910 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2602980.500000 Penalty: 4965.275391
	Iteration 34Q: 3 clusters Score -2602980 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2603049.750000 Penalty: 4965.275391
	Iteration 35Q: 3 clusters Score -2603050 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2603121.000000 Penalty: 4965.275391
	Iteration 36Q: 3 clusters Score -2603121 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2603186.750000 Penalty: 4965.275391
	Iteration 37Q: 3 clusters Score -2603187 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2603264.500000 Penalty: 4965.275391
	Iteration 38Q: 3 clusters Score -2603264 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2603332.250000 Penalty: 4965.275391
	Iteration 39Q: 3 clusters Score -2603332 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2603383.750000 Penalty: 4965.275391
	Iteration 40F: 3 clusters Score -2603384 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2603433.750000 Penalty: 4965.275391
	Iteration 41Q: 3 clusters Score -2603434 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2603467.000000 Penalty: 4965.275391
	Iteration 42Q: 3 clusters Score -2603467 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2603504.000000 Penalty: 4965.275391
	Iteration 43Q: 3 clusters Score -2603504 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2603541.500000 Penalty: 4965.275391
	Iteration 44Q: 3 clusters Score -2603542 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2603586.750000 Penalty: 4965.275391
	Iteration 45Q: 3 clusters Score -2603587 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2603638.750000 Penalty: 4965.275391
	Iteration 46Q: 3 clusters Score -2603639 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2603693.250000 Penalty: 4965.275391
	Iteration 47Q: 3 clusters Score -2603693 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2603745.250000 Penalty: 4965.275391
	Iteration 48Q: 3 clusters Score -2603745 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2603795.250000 Penalty: 4965.275391
	Iteration 49Q: 3 clusters Score -2603795 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2603825.750000 Penalty: 4965.275391
	Iteration 50Q: 3 clusters Score -2603826 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2603857.250000 Penalty: 4965.275391
	Iteration 51Q: 3 clusters Score -2603857 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2603892.750000 Penalty: 4965.275391
	Iteration 52Q: 3 clusters Score -2603893 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2603909.250000 Penalty: 4965.275391
	Iteration 53Q: 3 clusters Score -2603909 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2603925.750000 Penalty: 4965.275391
	Iteration 54Q: 3 clusters Score -2603926 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2603950.250000 Penalty: 4965.275391
	Iteration 55Q: 3 clusters Score -2603950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2603975.500000 Penalty: 4965.275391
	Iteration 56Q: 3 clusters Score -2603976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2604000.250000 Penalty: 4965.275391
	Iteration 57Q: 3 clusters Score -2604000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2604014.000000 Penalty: 4965.275391
	Iteration 58Q: 3 clusters Score -2604014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2604028.500000 Penalty: 4965.275391
	Iteration 59Q: 3 clusters Score -2604028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2604050.250000 Penalty: 4965.275391
	Iteration 60F: 3 clusters Score -2604050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2604059.750000 Penalty: 4965.275391
	Iteration 61Q: 3 clusters Score -2604060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2604080.750000 Penalty: 4965.275391
	Iteration 62Q: 3 clusters Score -2604081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2604099.500000 Penalty: 4965.275391
	Iteration 63Q: 3 clusters Score -2604100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2604110.750000 Penalty: 4965.275391
	Iteration 64Q: 3 clusters Score -2604111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2604121.000000 Penalty: 4965.275391
	Iteration 65Q: 3 clusters Score -2604121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2604138.250000 Penalty: 4965.275391
	Iteration 66Q: 3 clusters Score -2604138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2604154.500000 Penalty: 4965.275391
	Iteration 67Q: 3 clusters Score -2604154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2604168.500000 Penalty: 4965.275391
	Iteration 68Q: 3 clusters Score -2604168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2604179.250000 Penalty: 4965.275391
	Iteration 69Q: 3 clusters Score -2604179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2604188.750000 Penalty: 4965.275391
	Iteration 70Q: 3 clusters Score -2604189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2604193.500000 Penalty: 4965.275391
	Iteration 71Q: 3 clusters Score -2604194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2604199.500000 Penalty: 4965.275391
	Iteration 72Q: 3 clusters Score -2604200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2604200.250000 Penalty: 4965.275391
	Iteration 73Q: 3 clusters Score -2604200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2604200.000000 Penalty: 4965.275391
	Iteration 74Q: 3 clusters Score -2604200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2604201.500000 Penalty: 4965.275391
	Iteration 75Q: 3 clusters Score -2604202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2604201.250000 Penalty: 4965.275391
	Iteration 76Q: 3 clusters Score -2604201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2604199.500000 Penalty: 4965.275391
	Iteration 77Q: 3 clusters Score -2604200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2604200.750000 Penalty: 4965.275391
	Iteration 78Q: 3 clusters Score -2604201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2604201.000000 Penalty: 4965.275391
	Iteration 79Q: 3 clusters Score -2604201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2604200.000000 Penalty: 4965.275391
	Iteration 80F: 3 clusters Score -2604200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2604200.500000 Penalty: 4965.275391
	Iteration 81Q: 3 clusters Score -2604200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2604202.000000 Penalty: 4965.275391
	Iteration 82Q: 3 clusters Score -2604202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2604201.750000 Penalty: 4965.275391
	Iteration 83Q: 3 clusters Score -2604202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2604203.750000 Penalty: 4965.275391
	Iteration 84Q: 3 clusters Score -2604204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2604203.750000 Penalty: 4965.275391
	Iteration 85Q: 3 clusters Score -2604204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2604205.750000 Penalty: 4965.275391
	Iteration 86Q: 3 clusters Score -2604206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2604203.500000 Penalty: 4965.275391
	Iteration 87Q: 3 clusters Score -2604204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2604205.000000 Penalty: 4965.275391
	Iteration 88Q: 3 clusters Score -2604205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2604207.750000 Penalty: 4965.275391
	Iteration 89Q: 3 clusters Score -2604208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2604207.750000 Penalty: 4965.275391
	Iteration 90F: 3 clusters Score -2604208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 24286 members 
Mstep: Class 4 contains 6550 members 
Mstep: Class 5 contains 12877 members 
Mstep: Class 6 contains 44499 members 
Mstep: Class 7 contains 208717 members 
Mstep: Class 8 contains 210435 members 
Mstep: Class 12 contains 11867 members 
Mstep: Class 15 contains 29079 members 
Mstep: Class 19 contains 22262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647280.000000 Penalty: 36522.324219
Iteration 399Q: 12 clusters Score -7.464728e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 24271 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 12863 members 
Mstep: Class 6 contains 44477 members 
Mstep: Class 7 contains 208125 members 
Mstep: Class 8 contains 210475 members 
Mstep: Class 12 contains 11848 members 
Mstep: Class 15 contains 29081 members 
Mstep: Class 19 contains 22251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647184.000000 Penalty: 36522.324219
Iteration 400F: 12 clusters Score -7.464718e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 24253 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 12848 members 
Mstep: Class 6 contains 44471 members 
Mstep: Class 7 contains 207490 members 
Mstep: Class 8 contains 210584 members 
Mstep: Class 12 contains 11829 members 
Mstep: Class 15 contains 29080 members 
Mstep: Class 19 contains 22232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647112.000000 Penalty: 36522.324219
Iteration 401Q: 12 clusters Score -7.464711e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 24241 members 
Mstep: Class 4 contains 6532 members 
Mstep: Class 5 contains 12832 members 
Mstep: Class 6 contains 44458 members 
Mstep: Class 7 contains 206830 members 
Mstep: Class 8 contains 210709 members 
Mstep: Class 12 contains 11816 members 
Mstep: Class 15 contains 29077 members 
Mstep: Class 19 contains 22202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647096.000000 Penalty: 36522.324219
Iteration 402Q: 12 clusters Score -7.46471e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 24241 members 
Mstep: Class 4 contains 6519 members 
Mstep: Class 5 contains 12829 members 
Mstep: Class 6 contains 44454 members 
Mstep: Class 7 contains 206142 members 
Mstep: Class 8 contains 210838 members 
Mstep: Class 12 contains 11805 members 
Mstep: Class 15 contains 29078 members 
Mstep: Class 19 contains 22177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647272.000000 Penalty: 36522.324219
Iteration 403Q: 12 clusters Score -7.464727e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 83117 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 24236 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 12826 members 
Mstep: Class 6 contains 44439 members 
Mstep: Class 7 contains 205487 members 
Mstep: Class 8 contains 211017 members 
Mstep: Class 12 contains 11793 members 
Mstep: Class 15 contains 29080 members 
Mstep: Class 19 contains 22144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647480.000000 Penalty: 36522.324219
Iteration 404Q: 12 clusters Score -7.464748e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 83671 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 24238 members 
Mstep: Class 4 contains 6500 members 
Mstep: Class 5 contains 12814 members 
Mstep: Class 6 contains 44428 members 
Mstep: Class 7 contains 204773 members 
Mstep: Class 8 contains 211254 members 
Mstep: Class 12 contains 11782 members 
Mstep: Class 15 contains 29085 members 
Mstep: Class 19 contains 22104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647576.000000 Penalty: 36522.324219
Iteration 405Q: 12 clusters Score -7.464758e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 24248 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 12794 members 
Mstep: Class 6 contains 44417 members 
Mstep: Class 7 contains 203993 members 
Mstep: Class 8 contains 211512 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 15 contains 29082 members 
Mstep: Class 19 contains 22071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647832.000000 Penalty: 36522.324219
Iteration 406Q: 12 clusters Score -7.464783e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84892 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 24237 members 
Mstep: Class 4 contains 6495 members 
Mstep: Class 5 contains 12773 members 
Mstep: Class 6 contains 44398 members 
Mstep: Class 7 contains 203189 members 
Mstep: Class 8 contains 211797 members 
Mstep: Class 12 contains 11739 members 
Mstep: Class 15 contains 29079 members 
Mstep: Class 19 contains 22047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647976.000000 Penalty: 36522.324219
Iteration 407Q: 12 clusters Score -7.464798e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 24241 members 
Mstep: Class 4 contains 6482 members 
Mstep: Class 5 contains 12761 members 
Mstep: Class 6 contains 44391 members 
Mstep: Class 7 contains 202412 members 
Mstep: Class 8 contains 212035 members 
Mstep: Class 12 contains 11709 members 
Mstep: Class 15 contains 29081 members 
Mstep: Class 19 contains 22030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647952.000000 Penalty: 36522.324219
Iteration 408Q: 12 clusters Score -7.464795e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 24233 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 12748 members 
Mstep: Class 6 contains 44387 members 
Mstep: Class 7 contains 201650 members 
Mstep: Class 8 contains 212259 members 
Mstep: Class 12 contains 11688 members 
Mstep: Class 15 contains 29080 members 
Mstep: Class 19 contains 21993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647856.000000 Penalty: 36522.324219
Iteration 409Q: 12 clusters Score -7.464786e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 24221 members 
Mstep: Class 4 contains 6467 members 
Mstep: Class 5 contains 12727 members 
Mstep: Class 6 contains 44379 members 
Mstep: Class 7 contains 200883 members 
Mstep: Class 8 contains 212482 members 
Mstep: Class 12 contains 11678 members 
Mstep: Class 15 contains 29084 members 
Mstep: Class 19 contains 21960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647632.000000 Penalty: 36522.324219
Iteration 410Q: 12 clusters Score -7.464763e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 24220 members 
Mstep: Class 4 contains 6456 members 
Mstep: Class 5 contains 12711 members 
Mstep: Class 6 contains 44364 members 
Mstep: Class 7 contains 200146 members 
Mstep: Class 8 contains 212613 members 
Mstep: Class 12 contains 11674 members 
Mstep: Class 15 contains 29090 members 
Mstep: Class 19 contains 21931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647544.000000 Penalty: 36522.324219
Iteration 411Q: 12 clusters Score -7.464754e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 24224 members 
Mstep: Class 4 contains 6438 members 
Mstep: Class 5 contains 12690 members 
Mstep: Class 6 contains 44346 members 
Mstep: Class 7 contains 199422 members 
Mstep: Class 8 contains 212751 members 
Mstep: Class 12 contains 11664 members 
Mstep: Class 15 contains 29094 members 
Mstep: Class 19 contains 21910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647656.000000 Penalty: 36522.324219
Iteration 412Q: 12 clusters Score -7.464766e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 24219 members 
Mstep: Class 4 contains 6421 members 
Mstep: Class 5 contains 12670 members 
Mstep: Class 6 contains 44333 members 
Mstep: Class 7 contains 198740 members 
Mstep: Class 8 contains 212832 members 
Mstep: Class 12 contains 11655 members 
Mstep: Class 15 contains 29093 members 
Mstep: Class 19 contains 21893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647400.000000 Penalty: 36522.324219
Iteration 413Q: 12 clusters Score -7.46474e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 24237 members 
Mstep: Class 4 contains 6402 members 
Mstep: Class 5 contains 12650 members 
Mstep: Class 6 contains 44319 members 
Mstep: Class 7 contains 198059 members 
Mstep: Class 8 contains 212890 members 
Mstep: Class 12 contains 11646 members 
Mstep: Class 15 contains 29094 members 
Mstep: Class 19 contains 21879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647440.000000 Penalty: 36522.324219
Iteration 414Q: 12 clusters Score -7.464744e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 90141 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 6390 members 
Mstep: Class 5 contains 12631 members 
Mstep: Class 6 contains 44322 members 
Mstep: Class 7 contains 197409 members 
Mstep: Class 8 contains 212897 members 
Mstep: Class 12 contains 11640 members 
Mstep: Class 15 contains 29097 members 
Mstep: Class 19 contains 21864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647632.000000 Penalty: 36522.324219
Iteration 415Q: 12 clusters Score -7.464763e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 24272 members 
Mstep: Class 4 contains 6371 members 
Mstep: Class 5 contains 12614 members 
Mstep: Class 6 contains 44331 members 
Mstep: Class 7 contains 196806 members 
Mstep: Class 8 contains 212884 members 
Mstep: Class 12 contains 11627 members 
Mstep: Class 15 contains 29098 members 
Mstep: Class 19 contains 21844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647704.000000 Penalty: 36522.324219
Iteration 416Q: 12 clusters Score -7.46477e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 91443 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 24293 members 
Mstep: Class 4 contains 6363 members 
Mstep: Class 5 contains 12602 members 
Mstep: Class 6 contains 44341 members 
Mstep: Class 7 contains 196200 members 
Mstep: Class 8 contains 212873 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 15 contains 29100 members 
Mstep: Class 19 contains 21819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647864.000000 Penalty: 36522.324219
Iteration 417Q: 12 clusters Score -7.464786e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 92095 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 24299 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 12597 members 
Mstep: Class 6 contains 44343 members 
Mstep: Class 7 contains 195577 members 
Mstep: Class 8 contains 212897 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 15 contains 29101 members 
Mstep: Class 19 contains 21787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647792.000000 Penalty: 36522.324219
Iteration 418Q: 12 clusters Score -7.464779e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 24308 members 
Mstep: Class 4 contains 6343 members 
Mstep: Class 5 contains 12589 members 
Mstep: Class 6 contains 44337 members 
Mstep: Class 7 contains 194962 members 
Mstep: Class 8 contains 212931 members 
Mstep: Class 12 contains 11585 members 
Mstep: Class 15 contains 29096 members 
Mstep: Class 19 contains 21775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648040.000000 Penalty: 36522.324219
Iteration 419Q: 12 clusters Score -7.464804e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 24320 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 12588 members 
Mstep: Class 6 contains 44342 members 
Mstep: Class 7 contains 194336 members 
Mstep: Class 8 contains 212979 members 
Mstep: Class 12 contains 11574 members 
Mstep: Class 15 contains 29103 members 
Mstep: Class 19 contains 21754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648160.000000 Penalty: 36522.324219
Iteration 420F: 12 clusters Score -7.464816e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 24328 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 12577 members 
Mstep: Class 6 contains 44341 members 
Mstep: Class 7 contains 193727 members 
Mstep: Class 8 contains 213016 members 
Mstep: Class 12 contains 11556 members 
Mstep: Class 15 contains 29110 members 
Mstep: Class 19 contains 21737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648120.000000 Penalty: 36522.324219
Iteration 421Q: 12 clusters Score -7.464812e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 6298 members 
Mstep: Class 5 contains 12568 members 
Mstep: Class 6 contains 44322 members 
Mstep: Class 7 contains 193195 members 
Mstep: Class 8 contains 213003 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 15 contains 29114 members 
Mstep: Class 19 contains 21733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647920.000000 Penalty: 36522.324219
Iteration 422Q: 12 clusters Score -7.464792e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 24327 members 
Mstep: Class 4 contains 6284 members 
Mstep: Class 5 contains 12555 members 
Mstep: Class 6 contains 44303 members 
Mstep: Class 7 contains 192648 members 
Mstep: Class 8 contains 212985 members 
Mstep: Class 12 contains 11520 members 
Mstep: Class 15 contains 29113 members 
Mstep: Class 19 contains 21725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647840.000000 Penalty: 36522.324219
Iteration 423Q: 12 clusters Score -7.464784e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 95813 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 24323 members 
Mstep: Class 4 contains 6267 members 
Mstep: Class 5 contains 12543 members 
Mstep: Class 6 contains 44282 members 
Mstep: Class 7 contains 192076 members 
Mstep: Class 8 contains 213012 members 
Mstep: Class 12 contains 11506 members 
Mstep: Class 15 contains 29110 members 
Mstep: Class 19 contains 21717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647872.000000 Penalty: 36522.324219
Iteration 424Q: 12 clusters Score -7.464787e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 96438 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 24309 members 
Mstep: Class 4 contains 6261 members 
Mstep: Class 5 contains 12535 members 
Mstep: Class 6 contains 44276 members 
Mstep: Class 7 contains 191504 members 
Mstep: Class 8 contains 213027 members 
Mstep: Class 12 contains 11484 members 
Mstep: Class 15 contains 29108 members 
Mstep: Class 19 contains 21708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647904.000000 Penalty: 36522.324219
Iteration 425Q: 12 clusters Score -7.46479e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 97043 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 24300 members 
Mstep: Class 4 contains 6250 members 
Mstep: Class 5 contains 12532 members 
Mstep: Class 6 contains 44275 members 
Mstep: Class 7 contains 190997 members 
Mstep: Class 8 contains 212987 members 
Mstep: Class 12 contains 11473 members 
Mstep: Class 15 contains 29101 members 
Mstep: Class 19 contains 21692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648080.000000 Penalty: 36522.324219
Iteration 426Q: 12 clusters Score -7.464808e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 24290 members 
Mstep: Class 4 contains 6240 members 
Mstep: Class 5 contains 12527 members 
Mstep: Class 6 contains 44266 members 
Mstep: Class 7 contains 190499 members 
Mstep: Class 8 contains 213010 members 
Mstep: Class 12 contains 11457 members 
Mstep: Class 15 contains 29098 members 
Mstep: Class 19 contains 21675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648184.000000 Penalty: 36522.324219
Iteration 427Q: 12 clusters Score -7.464818e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 98130 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 24290 members 
Mstep: Class 4 contains 6233 members 
Mstep: Class 5 contains 12532 members 
Mstep: Class 6 contains 44268 members 
Mstep: Class 7 contains 190026 members 
Mstep: Class 8 contains 212990 members 
Mstep: Class 12 contains 11435 members 
Mstep: Class 15 contains 29098 members 
Mstep: Class 19 contains 21645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648232.000000 Penalty: 36522.324219
Iteration 428Q: 12 clusters Score -7.464823e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 24287 members 
Mstep: Class 4 contains 6230 members 
Mstep: Class 5 contains 12531 members 
Mstep: Class 6 contains 44263 members 
Mstep: Class 7 contains 189513 members 
Mstep: Class 8 contains 212993 members 
Mstep: Class 12 contains 11426 members 
Mstep: Class 15 contains 29097 members 
Mstep: Class 19 contains 21614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648128.000000 Penalty: 36522.324219
Iteration 429Q: 12 clusters Score -7.464813e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 24283 members 
Mstep: Class 4 contains 6220 members 
Mstep: Class 5 contains 12530 members 
Mstep: Class 6 contains 44257 members 
Mstep: Class 7 contains 189026 members 
Mstep: Class 8 contains 213012 members 
Mstep: Class 12 contains 11409 members 
Mstep: Class 15 contains 29095 members 
Mstep: Class 19 contains 21583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648128.000000 Penalty: 36522.324219
Iteration 430Q: 12 clusters Score -7.464813e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 99772 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 6209 members 
Mstep: Class 5 contains 12528 members 
Mstep: Class 6 contains 44249 members 
Mstep: Class 7 contains 188570 members 
Mstep: Class 8 contains 213024 members 
Mstep: Class 12 contains 11395 members 
Mstep: Class 15 contains 29094 members 
Mstep: Class 19 contains 21549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648160.000000 Penalty: 36522.324219
Iteration 431Q: 12 clusters Score -7.464816e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 100301 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 24244 members 
Mstep: Class 4 contains 6200 members 
Mstep: Class 5 contains 12522 members 
Mstep: Class 6 contains 44237 members 
Mstep: Class 7 contains 188115 members 
Mstep: Class 8 contains 213040 members 
Mstep: Class 12 contains 11373 members 
Mstep: Class 15 contains 29088 members 
Mstep: Class 19 contains 21527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648128.000000 Penalty: 36522.324219
Iteration 432Q: 12 clusters Score -7.464813e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 100817 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 24234 members 
Mstep: Class 4 contains 6197 members 
Mstep: Class 5 contains 12521 members 
Mstep: Class 6 contains 44211 members 
Mstep: Class 7 contains 187636 members 
Mstep: Class 8 contains 213079 members 
Mstep: Class 12 contains 11359 members 
Mstep: Class 15 contains 29088 members 
Mstep: Class 19 contains 21506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648288.000000 Penalty: 36522.324219
Iteration 433Q: 12 clusters Score -7.464829e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 101339 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 24219 members 
Mstep: Class 4 contains 6191 members 
Mstep: Class 5 contains 12522 members 
Mstep: Class 6 contains 44202 members 
Mstep: Class 7 contains 187119 members 
Mstep: Class 8 contains 213142 members 
Mstep: Class 12 contains 11339 members 
Mstep: Class 15 contains 29093 members 
Mstep: Class 19 contains 21482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648336.000000 Penalty: 36522.324219
Iteration 434Q: 12 clusters Score -7.464834e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 24207 members 
Mstep: Class 4 contains 6189 members 
Mstep: Class 5 contains 12523 members 
Mstep: Class 6 contains 44193 members 
Mstep: Class 7 contains 186631 members 
Mstep: Class 8 contains 213188 members 
Mstep: Class 12 contains 11323 members 
Mstep: Class 15 contains 29098 members 
Mstep: Class 19 contains 21464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648408.000000 Penalty: 36522.324219
Iteration 435Q: 12 clusters Score -7.464841e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 102281 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 24212 members 
Mstep: Class 4 contains 6185 members 
Mstep: Class 5 contains 12523 members 
Mstep: Class 6 contains 44187 members 
Mstep: Class 7 contains 186135 members 
Mstep: Class 8 contains 213258 members 
Mstep: Class 12 contains 11318 members 
Mstep: Class 15 contains 29099 members 
Mstep: Class 19 contains 21453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648336.000000 Penalty: 36522.324219
Iteration 436Q: 12 clusters Score -7.464834e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 102693 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 24223 members 
Mstep: Class 4 contains 6179 members 
Mstep: Class 5 contains 12521 members 
Mstep: Class 6 contains 44166 members 
Mstep: Class 7 contains 185649 members 
Mstep: Class 8 contains 213366 members 
Mstep: Class 12 contains 11309 members 
Mstep: Class 15 contains 29102 members 
Mstep: Class 19 contains 21442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648320.000000 Penalty: 36522.324219
Iteration 437Q: 12 clusters Score -7.464832e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103090 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 24233 members 
Mstep: Class 4 contains 6174 members 
Mstep: Class 5 contains 12527 members 
Mstep: Class 6 contains 44142 members 
Mstep: Class 7 contains 185169 members 
Mstep: Class 8 contains 213481 members 
Mstep: Class 12 contains 11301 members 
Mstep: Class 15 contains 29103 members 
Mstep: Class 19 contains 21431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648144.000000 Penalty: 36522.324219
Iteration 438Q: 12 clusters Score -7.464814e+07 nChanged 1214
Entering ConstructFrom: 
Score: -74648144.000000 Penalty: 36522.324219
Entering ConstructFrom: 
Trying to split cluster 1 (103477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103477 members 
Entering Unmasked Estep 
Score: -12116289.000000 Penalty: 2863.681885
	Iteration 0F: 2 clusters Score -1.211629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -12047072.000000 Penalty: 5727.363770
	Iteration 0F: 3 clusters Score -1.204707e+07 nChanged 49145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -12074752.000000 Penalty: 5727.363770
	Iteration 1F: 3 clusters Score -1.207475e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -12075546.000000 Penalty: 5727.363770
	Iteration 2Q: 3 clusters Score -1.207555e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -12076404.000000 Penalty: 5727.363770
	Iteration 3Q: 3 clusters Score -1.20764e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -12077426.000000 Penalty: 5727.363770
	Iteration 4Q: 3 clusters Score -1.207743e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -12078962.000000 Penalty: 5727.363770
	Iteration 5Q: 3 clusters Score -1.207896e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -12081472.000000 Penalty: 5727.363770
	Iteration 6Q: 3 clusters Score -1.208147e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -12085424.000000 Penalty: 5727.363770
	Iteration 7F: 3 clusters Score -1.208542e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -12090872.000000 Penalty: 5727.363770
	Iteration 8F: 3 clusters Score -1.209087e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -12096671.000000 Penalty: 5727.363770
	Iteration 9F: 3 clusters Score -1.209667e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -12101636.000000 Penalty: 5727.363770
	Iteration 10F: 3 clusters Score -1.210164e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
Score: -12105235.000000 Penalty: 5727.363770
	Iteration 11F: 3 clusters Score -1.210524e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -12107302.000000 Penalty: 5727.363770
	Iteration 12Q: 3 clusters Score -1.21073e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -12108329.000000 Penalty: 5727.363770
	Iteration 13Q: 3 clusters Score -1.210833e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -12108877.000000 Penalty: 5727.363770
	Iteration 14Q: 3 clusters Score -1.210888e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -12109143.000000 Penalty: 5727.363770
	Iteration 15Q: 3 clusters Score -1.210914e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 79257 members 
Entering Unmasked Estep 
Score: -12109426.000000 Penalty: 5727.363770
	Iteration 16Q: 3 clusters Score -1.210943e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -12109625.000000 Penalty: 5727.363770
	Iteration 17Q: 3 clusters Score -1.210962e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 80777 members 
Entering Unmasked Estep 
Score: -12109827.000000 Penalty: 5727.363770
	Iteration 18Q: 3 clusters Score -1.210983e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 81525 members 
Entering Unmasked Estep 
Score: -12110004.000000 Penalty: 5727.363770
	Iteration 19Q: 3 clusters Score -1.211e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -12110126.000000 Penalty: 5727.363770
	Iteration 20F: 3 clusters Score -1.211013e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -12110351.000000 Penalty: 5727.363770
	Iteration 21Q: 3 clusters Score -1.211035e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -12110545.000000 Penalty: 5727.363770
	Iteration 22Q: 3 clusters Score -1.211054e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -12110678.000000 Penalty: 5727.363770
	Iteration 23Q: 3 clusters Score -1.211068e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 85248 members 
Entering Unmasked Estep 
Score: -12110894.000000 Penalty: 5727.363770
	Iteration 24Q: 3 clusters Score -1.211089e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -12111004.000000 Penalty: 5727.363770
	Iteration 25Q: 3 clusters Score -1.2111e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -12111107.000000 Penalty: 5727.363770
	Iteration 26Q: 3 clusters Score -1.211111e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 87350 members 
Entering Unmasked Estep 
Score: -12111242.000000 Penalty: 5727.363770
	Iteration 27Q: 3 clusters Score -1.211124e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 88000 members 
Entering Unmasked Estep 
Score: -12111370.000000 Penalty: 5727.363770
	Iteration 28Q: 3 clusters Score -1.211137e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -12111534.000000 Penalty: 5727.363770
	Iteration 29Q: 3 clusters Score -1.211153e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -12111695.000000 Penalty: 5727.363770
	Iteration 30Q: 3 clusters Score -1.21117e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -12111804.000000 Penalty: 5727.363770
	Iteration 31Q: 3 clusters Score -1.21118e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 90500 members 
Entering Unmasked Estep 
Score: -12112009.000000 Penalty: 5727.363770
	Iteration 32Q: 3 clusters Score -1.211201e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -12112097.000000 Penalty: 5727.363770
	Iteration 33Q: 3 clusters Score -1.21121e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -12112152.000000 Penalty: 5727.363770
	Iteration 34Q: 3 clusters Score -1.211215e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 92027 members 
Entering Unmasked Estep 
Score: -12112225.000000 Penalty: 5727.363770
	Iteration 35Q: 3 clusters Score -1.211222e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 92486 members 
Entering Unmasked Estep 
Score: -12112342.000000 Penalty: 5727.363770
	Iteration 36Q: 3 clusters Score -1.211234e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -12112442.000000 Penalty: 5727.363770
	Iteration 37Q: 3 clusters Score -1.211244e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -12112529.000000 Penalty: 5727.363770
	Iteration 38Q: 3 clusters Score -1.211253e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -12112624.000000 Penalty: 5727.363770
	Iteration 39Q: 3 clusters Score -1.211262e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 94205 members 
Entering Unmasked Estep 
Score: -12112668.000000 Penalty: 5727.363770
	Iteration 40F: 3 clusters Score -1.211267e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -12112766.000000 Penalty: 5727.363770
	Iteration 41Q: 3 clusters Score -1.211277e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 94950 members 
Entering Unmasked Estep 
Score: -12112839.000000 Penalty: 5727.363770
	Iteration 42Q: 3 clusters Score -1.211284e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 95322 members 
Entering Unmasked Estep 
Score: -12112920.000000 Penalty: 5727.363770
	Iteration 43Q: 3 clusters Score -1.211292e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -12113000.000000 Penalty: 5727.363770
	Iteration 44Q: 3 clusters Score -1.2113e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 95946 members 
Entering Unmasked Estep 
Score: -12113049.000000 Penalty: 5727.363770
	Iteration 45Q: 3 clusters Score -1.211305e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -12113084.000000 Penalty: 5727.363770
	Iteration 46Q: 3 clusters Score -1.211308e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 96492 members 
Entering Unmasked Estep 
Score: -12113125.000000 Penalty: 5727.363770
	Iteration 47Q: 3 clusters Score -1.211312e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 96771 members 
Entering Unmasked Estep 
Score: -12113184.000000 Penalty: 5727.363770
	Iteration 48Q: 3 clusters Score -1.211318e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -12113223.000000 Penalty: 5727.363770
	Iteration 49Q: 3 clusters Score -1.211322e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 97280 members 
Entering Unmasked Estep 
Score: -12113292.000000 Penalty: 5727.363770
	Iteration 50Q: 3 clusters Score -1.211329e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
Score: -12113341.000000 Penalty: 5727.363770
	Iteration 51Q: 3 clusters Score -1.211334e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 97694 members 
Entering Unmasked Estep 
Score: -12113375.000000 Penalty: 5727.363770
	Iteration 52Q: 3 clusters Score -1.211338e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -12113436.000000 Penalty: 5727.363770
	Iteration 53Q: 3 clusters Score -1.211344e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 98043 members 
Entering Unmasked Estep 
Score: -12113453.000000 Penalty: 5727.363770
	Iteration 54Q: 3 clusters Score -1.211345e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 98204 members 
Entering Unmasked Estep 
Score: -12113481.000000 Penalty: 5727.363770
	Iteration 55Q: 3 clusters Score -1.211348e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -12113517.000000 Penalty: 5727.363770
	Iteration 56Q: 3 clusters Score -1.211352e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -12113565.000000 Penalty: 5727.363770
	Iteration 57Q: 3 clusters Score -1.211356e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 98654 members 
Entering Unmasked Estep 
Score: -12113584.000000 Penalty: 5727.363770
	Iteration 58Q: 3 clusters Score -1.211358e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 98779 members 
Entering Unmasked Estep 
Score: -12113623.000000 Penalty: 5727.363770
	Iteration 59Q: 3 clusters Score -1.211362e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 98897 members 
Entering Unmasked Estep 
Score: -12113606.000000 Penalty: 5727.363770
	Iteration 60F: 3 clusters Score -1.211361e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 99024 members 
Entering Unmasked Estep 
Score: -12113611.000000 Penalty: 5727.363770
	Iteration 61Q: 3 clusters Score -1.211361e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 99146 members 
Entering Unmasked Estep 
Score: -12113638.000000 Penalty: 5727.363770
	Iteration 62Q: 3 clusters Score -1.211364e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 99276 members 
Entering Unmasked Estep 
Score: -12113695.000000 Penalty: 5727.363770
	Iteration 63Q: 3 clusters Score -1.21137e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -12113732.000000 Penalty: 5727.363770
	Iteration 64Q: 3 clusters Score -1.211373e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 99515 members 
Entering Unmasked Estep 
Score: -12113763.000000 Penalty: 5727.363770
	Iteration 65Q: 3 clusters Score -1.211376e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 99639 members 
Entering Unmasked Estep 
Score: -12113763.000000 Penalty: 5727.363770
	Iteration 66Q: 3 clusters Score -1.211376e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 99748 members 
Entering Unmasked Estep 
Score: -12113796.000000 Penalty: 5727.363770
	Iteration 67Q: 3 clusters Score -1.21138e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 99856 members 
Entering Unmasked Estep 
Score: -12113818.000000 Penalty: 5727.363770
	Iteration 68Q: 3 clusters Score -1.211382e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 99941 members 
Entering Unmasked Estep 
Score: -12113842.000000 Penalty: 5727.363770
	Iteration 69Q: 3 clusters Score -1.211384e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -12113831.000000 Penalty: 5727.363770
	Iteration 70Q: 3 clusters Score -1.211383e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 100080 members 
Entering Unmasked Estep 
Score: -12113862.000000 Penalty: 5727.363770
	Iteration 71Q: 3 clusters Score -1.211386e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 100151 members 
Entering Unmasked Estep 
Score: -12113850.000000 Penalty: 5727.363770
	Iteration 72Q: 3 clusters Score -1.211385e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 100221 members 
Entering Unmasked Estep 
Score: -12113851.000000 Penalty: 5727.363770
	Iteration 73Q: 3 clusters Score -1.211385e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 100274 members 
Entering Unmasked Estep 
Score: -12113856.000000 Penalty: 5727.363770
	Iteration 74Q: 3 clusters Score -1.211386e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 100323 members 
Entering Unmasked Estep 
Score: -12113873.000000 Penalty: 5727.363770
	Iteration 75Q: 3 clusters Score -1.211387e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -12113887.000000 Penalty: 5727.363770
	Iteration 76Q: 3 clusters Score -1.211389e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 100402 members 
Entering Unmasked Estep 
Score: -12113871.000000 Penalty: 5727.363770
	Iteration 77Q: 3 clusters Score -1.211387e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -12113900.000000 Penalty: 5727.363770
	Iteration 78Q: 3 clusters Score -1.21139e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -12113901.000000 Penalty: 5727.363770
	Iteration 79Q: 3 clusters Score -1.21139e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 100529 members 
Entering Unmasked Estep 
Score: -12113916.000000 Penalty: 5727.363770
	Iteration 80F: 3 clusters Score -1.211392e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -12113919.000000 Penalty: 5727.363770
	Iteration 81Q: 3 clusters Score -1.211392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -12113914.000000 Penalty: 5727.363770
	Iteration 82Q: 3 clusters Score -1.211391e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 100620 members 
Entering Unmasked Estep 
Score: -12113928.000000 Penalty: 5727.363770
	Iteration 83Q: 3 clusters Score -1.211393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 100635 members 
Entering Unmasked Estep 
Score: -12113938.000000 Penalty: 5727.363770
	Iteration 84Q: 3 clusters Score -1.211394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 100655 members 
Entering Unmasked Estep 
Score: -12113948.000000 Penalty: 5727.363770
	Iteration 85Q: 3 clusters Score -1.211395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 100672 members 
Entering Unmasked Estep 
Score: -12113932.000000 Penalty: 5727.363770
	Iteration 86Q: 3 clusters Score -1.211393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 100689 members 
Entering Unmasked Estep 
Score: -12113940.000000 Penalty: 5727.363770
	Iteration 87Q: 3 clusters Score -1.211394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 100711 members 
Entering Unmasked Estep 
Score: -12113952.000000 Penalty: 5727.363770
	Iteration 88Q: 3 clusters Score -1.211395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -12113949.000000 Penalty: 5727.363770
	Iteration 89Q: 3 clusters Score -1.211395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -12113950.000000 Penalty: 5727.363770
	Iteration 90Q: 3 clusters Score -1.211395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -12113948.000000 Penalty: 5727.363770
	Iteration 91Q: 3 clusters Score -1.211395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -12113961.000000 Penalty: 5727.363770
	Iteration 92Q: 3 clusters Score -1.211396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 100781 members 
Entering Unmasked Estep 
Score: -12113956.000000 Penalty: 5727.363770
	Iteration 93Q: 3 clusters Score -1.211396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 100799 members 
Entering Unmasked Estep 
Score: -12113981.000000 Penalty: 5727.363770
	Iteration 94Q: 3 clusters Score -1.211398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 100812 members 
Entering Unmasked Estep 
Score: -12113993.000000 Penalty: 5727.363770
	Iteration 95Q: 3 clusters Score -1.211399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -12113985.000000 Penalty: 5727.363770
	Iteration 96Q: 3 clusters Score -1.211398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -12113989.000000 Penalty: 5727.363770
	Iteration 97Q: 3 clusters Score -1.211399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -12113990.000000 Penalty: 5727.363770
	Iteration 98Q: 3 clusters Score -1.211399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 100848 members 
Entering Unmasked Estep 
Score: -12113995.000000 Penalty: 5727.363770
	Iteration 99Q: 3 clusters Score -1.2114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 100856 members 
Entering Unmasked Estep 
Score: -12114004.000000 Penalty: 5727.363770
	Iteration 100F: 3 clusters Score -1.2114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 100863 members 
Entering Unmasked Estep 
Score: -12114013.000000 Penalty: 5727.363770
	Iteration 101Q: 3 clusters Score -1.211401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 100866 members 
Entering Unmasked Estep 
Score: -12114017.000000 Penalty: 5727.363770
	Iteration 102Q: 3 clusters Score -1.211402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -12114006.000000 Penalty: 5727.363770
	Iteration 103Q: 3 clusters Score -1.211401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -12114013.000000 Penalty: 5727.363770
	Iteration 104Q: 3 clusters Score -1.211401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -12113999.000000 Penalty: 5727.363770
	Iteration 105Q: 3 clusters Score -1.2114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -12114003.000000 Penalty: 5727.363770
	Iteration 106Q: 3 clusters Score -1.2114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 100900 members 
Entering Unmasked Estep 
Score: -12113999.000000 Penalty: 5727.363770
	Iteration 107Q: 3 clusters Score -1.2114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 100906 members 
Entering Unmasked Estep 
Score: -12114003.000000 Penalty: 5727.363770
	Iteration 108Q: 3 clusters Score -1.2114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 100916 members 
Entering Unmasked Estep 
Score: -12114011.000000 Penalty: 5727.363770
	Iteration 109Q: 3 clusters Score -1.211401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 100924 members 
Entering Unmasked Estep 
Score: -12113996.000000 Penalty: 5727.363770
	Iteration 110Q: 3 clusters Score -1.2114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 100941 members 
Entering Unmasked Estep 
Score: -12114015.000000 Penalty: 5727.363770
	Iteration 111Q: 3 clusters Score -1.211402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 100959 members 
Entering Unmasked Estep 
Score: -12114027.000000 Penalty: 5727.363770
	Iteration 112Q: 3 clusters Score -1.211403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 100974 members 
Entering Unmasked Estep 
Score: -12114023.000000 Penalty: 5727.363770
	Iteration 113Q: 3 clusters Score -1.211402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -12114039.000000 Penalty: 5727.363770
	Iteration 114Q: 3 clusters Score -1.211404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -12114039.000000 Penalty: 5727.363770
	Iteration 115Q: 3 clusters Score -1.211404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -12114023.000000 Penalty: 5727.363770
	Iteration 116Q: 3 clusters Score -1.211402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 100998 members 
Entering Unmasked Estep 
Score: -12114018.000000 Penalty: 5727.363770
	Iteration 117Q: 3 clusters Score -1.211402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 101004 members 
Entering Unmasked Estep 
Score: -12114022.000000 Penalty: 5727.363770
	Iteration 118Q: 3 clusters Score -1.211402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 101005 members 
Entering Unmasked Estep 
Score: -12114027.000000 Penalty: 5727.363770
	Iteration 119Q: 3 clusters Score -1.211403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -12114025.000000 Penalty: 5727.363770
	Iteration 120F: 3 clusters Score -1.211402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -12114020.000000 Penalty: 5727.363770
	Iteration 121Q: 3 clusters Score -1.211402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
Score: -12114026.000000 Penalty: 5727.363770
	Iteration 122Q: 3 clusters Score -1.211403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -12114024.000000 Penalty: 5727.363770
	Iteration 123Q: 3 clusters Score -1.211402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -12114030.000000 Penalty: 5727.363770
	Iteration 124Q: 3 clusters Score -1.211403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -12114034.000000 Penalty: 5727.363770
	Iteration 125Q: 3 clusters Score -1.211403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 101027 members 
Entering Unmasked Estep 
Score: -12114038.000000 Penalty: 5727.363770
	Iteration 126Q: 3 clusters Score -1.211404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 101031 members 
Entering Unmasked Estep 
Score: -12114039.000000 Penalty: 5727.363770
	Iteration 127Q: 3 clusters Score -1.211404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -12114048.000000 Penalty: 5727.363770
	Iteration 128Q: 3 clusters Score -1.211405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -12114043.000000 Penalty: 5727.363770
	Iteration 129Q: 3 clusters Score -1.211404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 101046 members 
Entering Unmasked Estep 
Score: -12114041.000000 Penalty: 5727.363770
	Iteration 130Q: 3 clusters Score -1.211404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -12114046.000000 Penalty: 5727.363770
	Iteration 131Q: 3 clusters Score -1.211405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -12114043.000000 Penalty: 5727.363770
	Iteration 132Q: 3 clusters Score -1.211404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -12114044.000000 Penalty: 5727.363770
	Iteration 133Q: 3 clusters Score -1.211404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 101049 members 
Entering Unmasked Estep 
Score: -12114049.000000 Penalty: 5727.363770
	Iteration 134Q: 3 clusters Score -1.211405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 101051 members 
Entering Unmasked Estep 
Score: -12114043.000000 Penalty: 5727.363770
	Iteration 135Q: 3 clusters Score -1.211404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 101053 members 
Entering Unmasked Estep 
Score: -12114036.000000 Penalty: 5727.363770
	Iteration 136Q: 3 clusters Score -1.211404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 101054 members 
Entering Unmasked Estep 
Score: -12114041.000000 Penalty: 5727.363770
	Iteration 137Q: 3 clusters Score -1.211404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -12114035.000000 Penalty: 5727.363770
	Iteration 138Q: 3 clusters Score -1.211404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -12114040.000000 Penalty: 5727.363770
	Iteration 139Q: 3 clusters Score -1.211404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -12114040.000000 Penalty: 5727.363770
	Iteration 140F: 3 clusters Score -1.211404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -144815.875000 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -144815.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -142801.937500 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -142801.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -144038.828125 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -144038.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -144607.937500 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -144607.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -144829.812500 Penalty: 3605.729736
	Iteration 3F: 3 clusters Score -144829.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -144975.609375 Penalty: 3605.729736
	Iteration 4F: 3 clusters Score -144975.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -145077.203125 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -145077.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -145130.828125 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -145130.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -145166.718750 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -145166.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -145195.984375 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -145196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -145214.453125 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -145214.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -145226.796875 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -145226.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -145231.625000 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -145231.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -145239.875000 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -145239.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -145244.656250 Penalty: 3605.729736
	Iteration 13Q: 3 clusters Score -145244.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -145256.156250 Penalty: 3605.729736
	Iteration 14Q: 3 clusters Score -145256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -145308.671875 Penalty: 3605.729736
	Iteration 15Q: 3 clusters Score -145308.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -145332.781250 Penalty: 3605.729736
	Iteration 16Q: 3 clusters Score -145332.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -145341.843750 Penalty: 3605.729736
	Iteration 17Q: 3 clusters Score -145341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -145352.125000 Penalty: 3605.729736
	Iteration 18Q: 3 clusters Score -145352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -145355.156250 Penalty: 3605.729736
	Iteration 19Q: 3 clusters Score -145355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -145363.296875 Penalty: 3605.729736
	Iteration 20F: 3 clusters Score -145363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -145416.859375 Penalty: 3605.729736
	Iteration 21Q: 3 clusters Score -145416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -145426.890625 Penalty: 3605.729736
	Iteration 22Q: 3 clusters Score -145426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -145428.437500 Penalty: 3605.729736
	Iteration 23Q: 3 clusters Score -145428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -145429.031250 Penalty: 3605.729736
	Iteration 24Q: 3 clusters Score -145429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -145429.906250 Penalty: 3605.729736
	Iteration 25Q: 3 clusters Score -145429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -145429.906250 Penalty: 3605.729736
	Iteration 26F: 3 clusters Score -145429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103477 members 
Mstep: Class 2 contains 311 members 
Mstep: Class 3 contains 24225 members 
Mstep: Class 4 contains 6164 members 
Mstep: Class 5 contains 12531 members 
Mstep: Class 6 contains 44116 members 
Mstep: Class 7 contains 184706 members 
Mstep: Class 8 contains 213615 members 
Mstep: Class 9 contains 1125 members 
Mstep: Class 12 contains 11296 members 
Mstep: Class 15 contains 29104 members 
Mstep: Class 19 contains 21417 members 
Entering Unmasked Estep 
Score: -74647232.000000 Penalty: 39842.535156
Splitting cluster 2 changes total score from -74648144.000000 to -74647232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (24225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Entering Unmasked Estep 
Score: -2841400.250000 Penalty: 2503.594727
	Iteration 0F: 2 clusters Score -2841400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2824576.750000 Penalty: 5007.189453
	Iteration 0F: 3 clusters Score -2824577 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2830402.000000 Penalty: 5007.189453
	Iteration 1F: 3 clusters Score -2830402 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2830806.000000 Penalty: 5007.189453
	Iteration 2F: 3 clusters Score -2830806 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2831173.000000 Penalty: 5007.189453
	Iteration 3Q: 3 clusters Score -2831173 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2831571.250000 Penalty: 5007.189453
	Iteration 4Q: 3 clusters Score -2831571 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2832041.500000 Penalty: 5007.189453
	Iteration 5Q: 3 clusters Score -2832042 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2832582.500000 Penalty: 5007.189453
	Iteration 6Q: 3 clusters Score -2832582 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2833165.000000 Penalty: 5007.189453
	Iteration 7Q: 3 clusters Score -2833165 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2833818.000000 Penalty: 5007.189453
	Iteration 8Q: 3 clusters Score -2833818 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2834513.750000 Penalty: 5007.189453
	Iteration 9Q: 3 clusters Score -2834514 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2835254.750000 Penalty: 5007.189453
	Iteration 10Q: 3 clusters Score -2835255 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2836007.750000 Penalty: 5007.189453
	Iteration 11Q: 3 clusters Score -2836008 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2836721.750000 Penalty: 5007.189453
	Iteration 12Q: 3 clusters Score -2836722 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2837316.000000 Penalty: 5007.189453
	Iteration 13Q: 3 clusters Score -2837316 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2837701.750000 Penalty: 5007.189453
	Iteration 14Q: 3 clusters Score -2837702 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2837972.750000 Penalty: 5007.189453
	Iteration 15Q: 3 clusters Score -2837973 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2838201.000000 Penalty: 5007.189453
	Iteration 16Q: 3 clusters Score -2838201 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2838383.750000 Penalty: 5007.189453
	Iteration 17Q: 3 clusters Score -2838384 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2838513.500000 Penalty: 5007.189453
	Iteration 18Q: 3 clusters Score -2838514 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2838635.750000 Penalty: 5007.189453
	Iteration 19Q: 3 clusters Score -2838636 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2838738.250000 Penalty: 5007.189453
	Iteration 20F: 3 clusters Score -2838738 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2838828.500000 Penalty: 5007.189453
	Iteration 21Q: 3 clusters Score -2838828 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2838881.750000 Penalty: 5007.189453
	Iteration 22Q: 3 clusters Score -2838882 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2838931.750000 Penalty: 5007.189453
	Iteration 23Q: 3 clusters Score -2838932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2838975.500000 Penalty: 5007.189453
	Iteration 24Q: 3 clusters Score -2838976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2839015.000000 Penalty: 5007.189453
	Iteration 25Q: 3 clusters Score -2839015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2839034.500000 Penalty: 5007.189453
	Iteration 26Q: 3 clusters Score -2839034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -2839049.250000 Penalty: 5007.189453
	Iteration 27Q: 3 clusters Score -2839049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2839086.750000 Penalty: 5007.189453
	Iteration 28Q: 3 clusters Score -2839087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2839093.750000 Penalty: 5007.189453
	Iteration 29Q: 3 clusters Score -2839094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -2839105.000000 Penalty: 5007.189453
	Iteration 30Q: 3 clusters Score -2839105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2839119.750000 Penalty: 5007.189453
	Iteration 31Q: 3 clusters Score -2839120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2839132.000000 Penalty: 5007.189453
	Iteration 32Q: 3 clusters Score -2839132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2839139.500000 Penalty: 5007.189453
	Iteration 33Q: 3 clusters Score -2839140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2839147.750000 Penalty: 5007.189453
	Iteration 34Q: 3 clusters Score -2839148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2839151.000000 Penalty: 5007.189453
	Iteration 35Q: 3 clusters Score -2839151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2839151.500000 Penalty: 5007.189453
	Iteration 36Q: 3 clusters Score -2839152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2839157.500000 Penalty: 5007.189453
	Iteration 37Q: 3 clusters Score -2839158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2839158.000000 Penalty: 5007.189453
	Iteration 38Q: 3 clusters Score -2839158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -2839157.000000 Penalty: 5007.189453
	Iteration 39Q: 3 clusters Score -2839157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2839154.250000 Penalty: 5007.189453
	Iteration 40F: 3 clusters Score -2839154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Entering Unmasked Estep 
Score: -715037.500000 Penalty: 2164.167480
	Iteration 0F: 2 clusters Score -715037.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -709764.062500 Penalty: 4328.334961
	Iteration 0F: 3 clusters Score -709764.1 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -711102.875000 Penalty: 4328.334961
	Iteration 1F: 3 clusters Score -711102.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -711365.125000 Penalty: 4328.334961
	Iteration 2F: 3 clusters Score -711365.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -711531.562500 Penalty: 4328.334961
	Iteration 3F: 3 clusters Score -711531.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -711668.125000 Penalty: 4328.334961
	Iteration 4Q: 3 clusters Score -711668.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -711756.812500 Penalty: 4328.334961
	Iteration 5Q: 3 clusters Score -711756.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -711829.125000 Penalty: 4328.334961
	Iteration 6Q: 3 clusters Score -711829.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -711907.625000 Penalty: 4328.334961
	Iteration 7Q: 3 clusters Score -711907.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -711989.187500 Penalty: 4328.334961
	Iteration 8Q: 3 clusters Score -711989.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -712073.687500 Penalty: 4328.334961
	Iteration 9Q: 3 clusters Score -712073.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -712150.875000 Penalty: 4328.334961
	Iteration 10Q: 3 clusters Score -712150.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -712222.562500 Penalty: 4328.334961
	Iteration 11Q: 3 clusters Score -712222.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -712316.437500 Penalty: 4328.334961
	Iteration 12Q: 3 clusters Score -712316.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -712414.750000 Penalty: 4328.334961
	Iteration 13Q: 3 clusters Score -712414.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -712532.312500 Penalty: 4328.334961
	Iteration 14Q: 3 clusters Score -712532.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -712674.375000 Penalty: 4328.334961
	Iteration 15Q: 3 clusters Score -712674.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -712788.500000 Penalty: 4328.334961
	Iteration 16Q: 3 clusters Score -712788.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -712872.625000 Penalty: 4328.334961
	Iteration 17Q: 3 clusters Score -712872.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -712944.250000 Penalty: 4328.334961
	Iteration 18Q: 3 clusters Score -712944.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -713011.625000 Penalty: 4328.334961
	Iteration 19Q: 3 clusters Score -713011.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -713056.000000 Penalty: 4328.334961
	Iteration 20F: 3 clusters Score -713056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -713097.062500 Penalty: 4328.334961
	Iteration 21Q: 3 clusters Score -713097.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -713127.937500 Penalty: 4328.334961
	Iteration 22Q: 3 clusters Score -713127.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -713152.000000 Penalty: 4328.334961
	Iteration 23Q: 3 clusters Score -713152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -713169.250000 Penalty: 4328.334961
	Iteration 24Q: 3 clusters Score -713169.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -713182.687500 Penalty: 4328.334961
	Iteration 25Q: 3 clusters Score -713182.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -713194.875000 Penalty: 4328.334961
	Iteration 26Q: 3 clusters Score -713194.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -713208.437500 Penalty: 4328.334961
	Iteration 27Q: 3 clusters Score -713208.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -713217.187500 Penalty: 4328.334961
	Iteration 28Q: 3 clusters Score -713217.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -713224.437500 Penalty: 4328.334961
	Iteration 29Q: 3 clusters Score -713224.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -713231.187500 Penalty: 4328.334961
	Iteration 30Q: 3 clusters Score -713231.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -713235.750000 Penalty: 4328.334961
	Iteration 31Q: 3 clusters Score -713235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -713238.125000 Penalty: 4328.334961
	Iteration 32Q: 3 clusters Score -713238.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -713238.937500 Penalty: 4328.334961
	Iteration 33Q: 3 clusters Score -713238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -713240.625000 Penalty: 4328.334961
	Iteration 34Q: 3 clusters Score -713240.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -713244.000000 Penalty: 4328.334961
	Iteration 35Q: 3 clusters Score -713244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -713244.937500 Penalty: 4328.334961
	Iteration 36Q: 3 clusters Score -713244.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -713247.125000 Penalty: 4328.334961
	Iteration 37Q: 3 clusters Score -713247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -713249.000000 Penalty: 4328.334961
	Iteration 38Q: 3 clusters Score -713249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -713251.437500 Penalty: 4328.334961
	Iteration 39Q: 3 clusters Score -713251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -713251.812500 Penalty: 4328.334961
	Iteration 40F: 3 clusters Score -713251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -713253.000000 Penalty: 4328.334961
	Iteration 41Q: 3 clusters Score -713253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -713254.750000 Penalty: 4328.334961
	Iteration 42Q: 3 clusters Score -713254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -713255.750000 Penalty: 4328.334961
	Iteration 43Q: 3 clusters Score -713255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -713257.562500 Penalty: 4328.334961
	Iteration 44Q: 3 clusters Score -713257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -713260.062500 Penalty: 4328.334961
	Iteration 45Q: 3 clusters Score -713260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -713263.937500 Penalty: 4328.334961
	Iteration 46Q: 3 clusters Score -713263.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -713265.000000 Penalty: 4328.334961
	Iteration 47Q: 3 clusters Score -713265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -713266.437500 Penalty: 4328.334961
	Iteration 48Q: 3 clusters Score -713266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -713267.500000 Penalty: 4328.334961
	Iteration 49Q: 3 clusters Score -713267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -713268.375000 Penalty: 4328.334961
	Iteration 50Q: 3 clusters Score -713268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -713267.062500 Penalty: 4328.334961
	Iteration 51Q: 3 clusters Score -713267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -713267.625000 Penalty: 4328.334961
	Iteration 52Q: 3 clusters Score -713267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -713268.937500 Penalty: 4328.334961
	Iteration 53Q: 3 clusters Score -713268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -713270.062500 Penalty: 4328.334961
	Iteration 54Q: 3 clusters Score -713270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -713270.625000 Penalty: 4328.334961
	Iteration 55Q: 3 clusters Score -713270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -713273.125000 Penalty: 4328.334961
	Iteration 56Q: 3 clusters Score -713273.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -713273.125000 Penalty: 4328.334961
	Iteration 57F: 3 clusters Score -713273.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Entering Unmasked Estep 
Score: -1483102.625000 Penalty: 2340.118164
	Iteration 0F: 2 clusters Score -1483103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1473831.125000 Penalty: 4680.236328
	Iteration 0F: 3 clusters Score -1473831 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1476707.750000 Penalty: 4680.236328
	Iteration 1F: 3 clusters Score -1476708 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1477043.250000 Penalty: 4680.236328
	Iteration 2F: 3 clusters Score -1477043 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1477308.875000 Penalty: 4680.236328
	Iteration 3F: 3 clusters Score -1477309 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1477543.625000 Penalty: 4680.236328
	Iteration 4Q: 3 clusters Score -1477544 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1477753.125000 Penalty: 4680.236328
	Iteration 5Q: 3 clusters Score -1477753 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1477966.500000 Penalty: 4680.236328
	Iteration 6Q: 3 clusters Score -1477966 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1478211.250000 Penalty: 4680.236328
	Iteration 7Q: 3 clusters Score -1478211 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1478507.000000 Penalty: 4680.236328
	Iteration 8Q: 3 clusters Score -1478507 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1478870.000000 Penalty: 4680.236328
	Iteration 9Q: 3 clusters Score -1478870 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1479297.000000 Penalty: 4680.236328
	Iteration 10Q: 3 clusters Score -1479297 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1479760.250000 Penalty: 4680.236328
	Iteration 11Q: 3 clusters Score -1479760 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1480145.125000 Penalty: 4680.236328
	Iteration 12Q: 3 clusters Score -1480145 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1480419.875000 Penalty: 4680.236328
	Iteration 13Q: 3 clusters Score -1480420 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1480640.750000 Penalty: 4680.236328
	Iteration 14Q: 3 clusters Score -1480641 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1480812.375000 Penalty: 4680.236328
	Iteration 15Q: 3 clusters Score -1480812 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1480921.000000 Penalty: 4680.236328
	Iteration 16Q: 3 clusters Score -1480921 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1480973.625000 Penalty: 4680.236328
	Iteration 17Q: 3 clusters Score -1480974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1481012.750000 Penalty: 4680.236328
	Iteration 18Q: 3 clusters Score -1481013 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1481041.625000 Penalty: 4680.236328
	Iteration 19Q: 3 clusters Score -1481042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1481062.875000 Penalty: 4680.236328
	Iteration 20F: 3 clusters Score -1481063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1481075.750000 Penalty: 4680.236328
	Iteration 21Q: 3 clusters Score -1481076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1481093.250000 Penalty: 4680.236328
	Iteration 22Q: 3 clusters Score -1481093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1481106.125000 Penalty: 4680.236328
	Iteration 23Q: 3 clusters Score -1481106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1481110.250000 Penalty: 4680.236328
	Iteration 24Q: 3 clusters Score -1481110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1481119.500000 Penalty: 4680.236328
	Iteration 25Q: 3 clusters Score -1481120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1481123.625000 Penalty: 4680.236328
	Iteration 26Q: 3 clusters Score -1481124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1481122.625000 Penalty: 4680.236328
	Iteration 27Q: 3 clusters Score -1481123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1481127.250000 Penalty: 4680.236328
	Iteration 28Q: 3 clusters Score -1481127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1481133.750000 Penalty: 4680.236328
	Iteration 29Q: 3 clusters Score -1481134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1481134.625000 Penalty: 4680.236328
	Iteration 30Q: 3 clusters Score -1481135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1481141.000000 Penalty: 4680.236328
	Iteration 31Q: 3 clusters Score -1481141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1481148.625000 Penalty: 4680.236328
	Iteration 32Q: 3 clusters Score -1481149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1481152.500000 Penalty: 4680.236328
	Iteration 33Q: 3 clusters Score -1481152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1481158.250000 Penalty: 4680.236328
	Iteration 34Q: 3 clusters Score -1481158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1481158.250000 Penalty: 4680.236328
	Iteration 35Q: 3 clusters Score -1481158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1481156.625000 Penalty: 4680.236328
	Iteration 36Q: 3 clusters Score -1481157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1481157.500000 Penalty: 4680.236328
	Iteration 37Q: 3 clusters Score -1481158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1481159.125000 Penalty: 4680.236328
	Iteration 38Q: 3 clusters Score -1481159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1481159.125000 Penalty: 4680.236328
	Iteration 39F: 3 clusters Score -1481159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Entering Unmasked Estep 
Score: -4982516.500000 Penalty: 2652.255371
	Iteration 0F: 2 clusters Score -4982516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -4952567.500000 Penalty: 5304.510742
	Iteration 0F: 3 clusters Score -4952568 nChanged 20339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -4964001.000000 Penalty: 5304.510742
	Iteration 1F: 3 clusters Score -4964001 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -4965128.500000 Penalty: 5304.510742
	Iteration 2Q: 3 clusters Score -4965128 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4966696.000000 Penalty: 5304.510742
	Iteration 3F: 3 clusters Score -4966696 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -4968724.500000 Penalty: 5304.510742
	Iteration 4F: 3 clusters Score -4968724 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -4970847.500000 Penalty: 5304.510742
	Iteration 5F: 3 clusters Score -4970848 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -4972950.000000 Penalty: 5304.510742
	Iteration 6F: 3 clusters Score -4972950 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -4974727.000000 Penalty: 5304.510742
	Iteration 7F: 3 clusters Score -4974727 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -4975989.500000 Penalty: 5304.510742
	Iteration 8F: 3 clusters Score -4975990 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -4976935.000000 Penalty: 5304.510742
	Iteration 9Q: 3 clusters Score -4976935 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4977819.500000 Penalty: 5304.510742
	Iteration 10Q: 3 clusters Score -4977820 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -4978634.500000 Penalty: 5304.510742
	Iteration 11Q: 3 clusters Score -4978634 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -4979544.500000 Penalty: 5304.510742
	Iteration 12Q: 3 clusters Score -4979544 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -4980618.500000 Penalty: 5304.510742
	Iteration 13Q: 3 clusters Score -4980618 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -4981609.000000 Penalty: 5304.510742
	Iteration 14Q: 3 clusters Score -4981609 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -4981961.000000 Penalty: 5304.510742
	Iteration 15Q: 3 clusters Score -4981961 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -4982109.500000 Penalty: 5304.510742
	Iteration 16Q: 3 clusters Score -4982110 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -4982180.500000 Penalty: 5304.510742
	Iteration 17Q: 3 clusters Score -4982180 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -4982208.500000 Penalty: 5304.510742
	Iteration 18Q: 3 clusters Score -4982208 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -4982252.500000 Penalty: 5304.510742
	Iteration 19Q: 3 clusters Score -4982252 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -4982277.500000 Penalty: 5304.510742
	Iteration 20F: 3 clusters Score -4982278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4982297.000000 Penalty: 5304.510742
	Iteration 21Q: 3 clusters Score -4982297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -4982316.000000 Penalty: 5304.510742
	Iteration 22Q: 3 clusters Score -4982316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -4982325.000000 Penalty: 5304.510742
	Iteration 23Q: 3 clusters Score -4982325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -4982323.500000 Penalty: 5304.510742
	Iteration 24Q: 3 clusters Score -4982324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -4982330.000000 Penalty: 5304.510742
	Iteration 25Q: 3 clusters Score -4982330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -4982346.500000 Penalty: 5304.510742
	Iteration 26Q: 3 clusters Score -4982346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -4982345.500000 Penalty: 5304.510742
	Iteration 27Q: 3 clusters Score -4982346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -4982350.000000 Penalty: 5304.510742
	Iteration 28Q: 3 clusters Score -4982350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -4982355.500000 Penalty: 5304.510742
	Iteration 29Q: 3 clusters Score -4982356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -4982355.500000 Penalty: 5304.510742
	Iteration 30Q: 3 clusters Score -4982356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -4982355.000000 Penalty: 5304.510742
	Iteration 31Q: 3 clusters Score -4982355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -4982365.000000 Penalty: 5304.510742
	Iteration 32Q: 3 clusters Score -4982365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -4982358.000000 Penalty: 5304.510742
	Iteration 33Q: 3 clusters Score -4982358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -4982358.000000 Penalty: 5304.510742
	Iteration 34Q: 3 clusters Score -4982358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -4982365.000000 Penalty: 5304.510742
	Iteration 35Q: 3 clusters Score -4982365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -4982362.500000 Penalty: 5304.510742
	Iteration 36Q: 3 clusters Score -4982362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -4982362.500000 Penalty: 5304.510742
	Iteration 37Q: 3 clusters Score -4982362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -4982362.500000 Penalty: 5304.510742
	Iteration 38F: 3 clusters Score -4982362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (184706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184706 members 
Entering Unmasked Estep 
Score: -21442916.000000 Penalty: 3007.376953
	Iteration 0F: 2 clusters Score -2.144292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92309 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -21320850.000000 Penalty: 6014.753906
	Iteration 0F: 3 clusters Score -2.132085e+07 nChanged 88668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 94067 members 
Entering Unmasked Estep 
Score: -21373694.000000 Penalty: 6014.753906
	Iteration 1F: 3 clusters Score -2.137369e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 95243 members 
Entering Unmasked Estep 
Score: -21376274.000000 Penalty: 6014.753906
	Iteration 2Q: 3 clusters Score -2.137627e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -21380488.000000 Penalty: 6014.753906
	Iteration 3Q: 3 clusters Score -2.138049e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83623 members 
Mstep: Class 2 contains 101083 members 
Entering Unmasked Estep 
Score: -21387364.000000 Penalty: 6014.753906
	Iteration 4F: 3 clusters Score -2.138736e+07 nChanged 13308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 106939 members 
Entering Unmasked Estep 
Score: -21397004.000000 Penalty: 6014.753906
	Iteration 5F: 3 clusters Score -2.1397e+07 nChanged 15163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 114608 members 
Entering Unmasked Estep 
Score: -21410908.000000 Penalty: 6014.753906
	Iteration 6F: 3 clusters Score -2.141091e+07 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 122246 members 
Entering Unmasked Estep 
Score: -21426704.000000 Penalty: 6014.753906
	Iteration 7F: 3 clusters Score -2.14267e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 126760 members 
Entering Unmasked Estep 
Score: -21435642.000000 Penalty: 6014.753906
	Iteration 8F: 3 clusters Score -2.143564e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 128602 members 
Entering Unmasked Estep 
Score: -21437636.000000 Penalty: 6014.753906
	Iteration 9Q: 3 clusters Score -2.143764e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 129855 members 
Entering Unmasked Estep 
Score: -21438106.000000 Penalty: 6014.753906
	Iteration 10Q: 3 clusters Score -2.143811e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 130953 members 
Entering Unmasked Estep 
Score: -21438366.000000 Penalty: 6014.753906
	Iteration 11Q: 3 clusters Score -2.143837e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 131893 members 
Entering Unmasked Estep 
Score: -21438758.000000 Penalty: 6014.753906
	Iteration 12Q: 3 clusters Score -2.143876e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 132777 members 
Entering Unmasked Estep 
Score: -21438884.000000 Penalty: 6014.753906
	Iteration 13Q: 3 clusters Score -2.143888e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 133651 members 
Entering Unmasked Estep 
Score: -21439090.000000 Penalty: 6014.753906
	Iteration 14Q: 3 clusters Score -2.143909e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 134446 members 
Entering Unmasked Estep 
Score: -21439288.000000 Penalty: 6014.753906
	Iteration 15Q: 3 clusters Score -2.143929e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 135230 members 
Entering Unmasked Estep 
Score: -21439392.000000 Penalty: 6014.753906
	Iteration 16Q: 3 clusters Score -2.143939e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 136011 members 
Entering Unmasked Estep 
Score: -21439422.000000 Penalty: 6014.753906
	Iteration 17Q: 3 clusters Score -2.143942e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 136803 members 
Entering Unmasked Estep 
Score: -21439558.000000 Penalty: 6014.753906
	Iteration 18Q: 3 clusters Score -2.143956e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 137585 members 
Entering Unmasked Estep 
Score: -21439496.000000 Penalty: 6014.753906
	Iteration 19Q: 3 clusters Score -2.14395e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 138339 members 
Entering Unmasked Estep 
Score: -21439632.000000 Penalty: 6014.753906
	Iteration 20F: 3 clusters Score -2.143963e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 139076 members 
Entering Unmasked Estep 
Score: -21439678.000000 Penalty: 6014.753906
	Iteration 21Q: 3 clusters Score -2.143968e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 139786 members 
Entering Unmasked Estep 
Score: -21439770.000000 Penalty: 6014.753906
	Iteration 22Q: 3 clusters Score -2.143977e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 140474 members 
Entering Unmasked Estep 
Score: -21439804.000000 Penalty: 6014.753906
	Iteration 23Q: 3 clusters Score -2.14398e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 141194 members 
Entering Unmasked Estep 
Score: -21439838.000000 Penalty: 6014.753906
	Iteration 24Q: 3 clusters Score -2.143984e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 141910 members 
Entering Unmasked Estep 
Score: -21439884.000000 Penalty: 6014.753906
	Iteration 25Q: 3 clusters Score -2.143988e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 142627 members 
Entering Unmasked Estep 
Score: -21439920.000000 Penalty: 6014.753906
	Iteration 26Q: 3 clusters Score -2.143992e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 143305 members 
Entering Unmasked Estep 
Score: -21439928.000000 Penalty: 6014.753906
	Iteration 27Q: 3 clusters Score -2.143993e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 144016 members 
Entering Unmasked Estep 
Score: -21439972.000000 Penalty: 6014.753906
	Iteration 28Q: 3 clusters Score -2.143997e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 144764 members 
Entering Unmasked Estep 
Score: -21440046.000000 Penalty: 6014.753906
	Iteration 29Q: 3 clusters Score -2.144005e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 145443 members 
Entering Unmasked Estep 
Score: -21440168.000000 Penalty: 6014.753906
	Iteration 30Q: 3 clusters Score -2.144017e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 146084 members 
Entering Unmasked Estep 
Score: -21440250.000000 Penalty: 6014.753906
	Iteration 31Q: 3 clusters Score -2.144025e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 146737 members 
Entering Unmasked Estep 
Score: -21440344.000000 Penalty: 6014.753906
	Iteration 32Q: 3 clusters Score -2.144034e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 147376 members 
Entering Unmasked Estep 
Score: -21440420.000000 Penalty: 6014.753906
	Iteration 33Q: 3 clusters Score -2.144042e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 148005 members 
Entering Unmasked Estep 
Score: -21440450.000000 Penalty: 6014.753906
	Iteration 34Q: 3 clusters Score -2.144045e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 148618 members 
Entering Unmasked Estep 
Score: -21440510.000000 Penalty: 6014.753906
	Iteration 35Q: 3 clusters Score -2.144051e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 149187 members 
Entering Unmasked Estep 
Score: -21440632.000000 Penalty: 6014.753906
	Iteration 36Q: 3 clusters Score -2.144063e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 149757 members 
Entering Unmasked Estep 
Score: -21440696.000000 Penalty: 6014.753906
	Iteration 37Q: 3 clusters Score -2.14407e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 150278 members 
Entering Unmasked Estep 
Score: -21440674.000000 Penalty: 6014.753906
	Iteration 38Q: 3 clusters Score -2.144067e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 150798 members 
Entering Unmasked Estep 
Score: -21440742.000000 Penalty: 6014.753906
	Iteration 39Q: 3 clusters Score -2.144074e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 151330 members 
Entering Unmasked Estep 
Score: -21440682.000000 Penalty: 6014.753906
	Iteration 40F: 3 clusters Score -2.144068e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 151862 members 
Entering Unmasked Estep 
Score: -21440740.000000 Penalty: 6014.753906
	Iteration 41Q: 3 clusters Score -2.144074e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 152362 members 
Entering Unmasked Estep 
Score: -21440832.000000 Penalty: 6014.753906
	Iteration 42Q: 3 clusters Score -2.144083e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 152862 members 
Entering Unmasked Estep 
Score: -21440874.000000 Penalty: 6014.753906
	Iteration 43Q: 3 clusters Score -2.144087e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 153351 members 
Entering Unmasked Estep 
Score: -21440938.000000 Penalty: 6014.753906
	Iteration 44Q: 3 clusters Score -2.144094e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 153849 members 
Entering Unmasked Estep 
Score: -21441042.000000 Penalty: 6014.753906
	Iteration 45Q: 3 clusters Score -2.144104e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 154318 members 
Entering Unmasked Estep 
Score: -21441152.000000 Penalty: 6014.753906
	Iteration 46Q: 3 clusters Score -2.144115e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 154787 members 
Entering Unmasked Estep 
Score: -21441134.000000 Penalty: 6014.753906
	Iteration 47Q: 3 clusters Score -2.144113e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 155265 members 
Entering Unmasked Estep 
Score: -21441200.000000 Penalty: 6014.753906
	Iteration 48Q: 3 clusters Score -2.14412e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 155750 members 
Entering Unmasked Estep 
Score: -21441210.000000 Penalty: 6014.753906
	Iteration 49Q: 3 clusters Score -2.144121e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 156242 members 
Entering Unmasked Estep 
Score: -21441254.000000 Penalty: 6014.753906
	Iteration 50Q: 3 clusters Score -2.144125e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -21441236.000000 Penalty: 6014.753906
	Iteration 51Q: 3 clusters Score -2.144124e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 157176 members 
Entering Unmasked Estep 
Score: -21441238.000000 Penalty: 6014.753906
	Iteration 52Q: 3 clusters Score -2.144124e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 157606 members 
Entering Unmasked Estep 
Score: -21441322.000000 Penalty: 6014.753906
	Iteration 53Q: 3 clusters Score -2.144132e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 158036 members 
Entering Unmasked Estep 
Score: -21441324.000000 Penalty: 6014.753906
	Iteration 54Q: 3 clusters Score -2.144132e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -21441414.000000 Penalty: 6014.753906
	Iteration 55Q: 3 clusters Score -2.144141e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 158916 members 
Entering Unmasked Estep 
Score: -21441424.000000 Penalty: 6014.753906
	Iteration 56Q: 3 clusters Score -2.144142e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 159360 members 
Entering Unmasked Estep 
Score: -21441450.000000 Penalty: 6014.753906
	Iteration 57Q: 3 clusters Score -2.144145e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 159776 members 
Entering Unmasked Estep 
Score: -21441548.000000 Penalty: 6014.753906
	Iteration 58Q: 3 clusters Score -2.144155e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 160177 members 
Entering Unmasked Estep 
Score: -21441590.000000 Penalty: 6014.753906
	Iteration 59Q: 3 clusters Score -2.144159e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 160547 members 
Entering Unmasked Estep 
Score: -21441596.000000 Penalty: 6014.753906
	Iteration 60F: 3 clusters Score -2.14416e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 160872 members 
Entering Unmasked Estep 
Score: -21441614.000000 Penalty: 6014.753906
	Iteration 61Q: 3 clusters Score -2.144161e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -21441642.000000 Penalty: 6014.753906
	Iteration 62Q: 3 clusters Score -2.144164e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 161499 members 
Entering Unmasked Estep 
Score: -21441656.000000 Penalty: 6014.753906
	Iteration 63Q: 3 clusters Score -2.144166e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 161810 members 
Entering Unmasked Estep 
Score: -21441676.000000 Penalty: 6014.753906
	Iteration 64Q: 3 clusters Score -2.144168e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 162116 members 
Entering Unmasked Estep 
Score: -21441706.000000 Penalty: 6014.753906
	Iteration 65Q: 3 clusters Score -2.144171e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 162428 members 
Entering Unmasked Estep 
Score: -21441728.000000 Penalty: 6014.753906
	Iteration 66Q: 3 clusters Score -2.144173e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 162759 members 
Entering Unmasked Estep 
Score: -21441772.000000 Penalty: 6014.753906
	Iteration 67Q: 3 clusters Score -2.144177e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 163086 members 
Entering Unmasked Estep 
Score: -21441776.000000 Penalty: 6014.753906
	Iteration 68Q: 3 clusters Score -2.144178e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 163403 members 
Entering Unmasked Estep 
Score: -21441842.000000 Penalty: 6014.753906
	Iteration 69Q: 3 clusters Score -2.144184e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 163719 members 
Entering Unmasked Estep 
Score: -21441884.000000 Penalty: 6014.753906
	Iteration 70Q: 3 clusters Score -2.144188e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 164013 members 
Entering Unmasked Estep 
Score: -21441906.000000 Penalty: 6014.753906
	Iteration 71Q: 3 clusters Score -2.144191e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 164304 members 
Entering Unmasked Estep 
Score: -21441944.000000 Penalty: 6014.753906
	Iteration 72Q: 3 clusters Score -2.144194e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 164581 members 
Entering Unmasked Estep 
Score: -21441938.000000 Penalty: 6014.753906
	Iteration 73Q: 3 clusters Score -2.144194e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 164837 members 
Entering Unmasked Estep 
Score: -21441932.000000 Penalty: 6014.753906
	Iteration 74Q: 3 clusters Score -2.144193e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 165079 members 
Entering Unmasked Estep 
Score: -21441906.000000 Penalty: 6014.753906
	Iteration 75Q: 3 clusters Score -2.144191e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 165309 members 
Entering Unmasked Estep 
Score: -21441912.000000 Penalty: 6014.753906
	Iteration 76Q: 3 clusters Score -2.144191e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 165511 members 
Entering Unmasked Estep 
Score: -21441918.000000 Penalty: 6014.753906
	Iteration 77Q: 3 clusters Score -2.144192e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 165712 members 
Entering Unmasked Estep 
Score: -21441900.000000 Penalty: 6014.753906
	Iteration 78Q: 3 clusters Score -2.14419e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 165899 members 
Entering Unmasked Estep 
Score: -21441898.000000 Penalty: 6014.753906
	Iteration 79Q: 3 clusters Score -2.14419e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 166087 members 
Entering Unmasked Estep 
Score: -21441874.000000 Penalty: 6014.753906
	Iteration 80F: 3 clusters Score -2.144187e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 166249 members 
Entering Unmasked Estep 
Score: -21441906.000000 Penalty: 6014.753906
	Iteration 81Q: 3 clusters Score -2.144191e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 166376 members 
Entering Unmasked Estep 
Score: -21441946.000000 Penalty: 6014.753906
	Iteration 82Q: 3 clusters Score -2.144195e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 166508 members 
Entering Unmasked Estep 
Score: -21442002.000000 Penalty: 6014.753906
	Iteration 83Q: 3 clusters Score -2.1442e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 166647 members 
Entering Unmasked Estep 
Score: -21442046.000000 Penalty: 6014.753906
	Iteration 84Q: 3 clusters Score -2.144205e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 166794 members 
Entering Unmasked Estep 
Score: -21442030.000000 Penalty: 6014.753906
	Iteration 85Q: 3 clusters Score -2.144203e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 166926 members 
Entering Unmasked Estep 
Score: -21442046.000000 Penalty: 6014.753906
	Iteration 86Q: 3 clusters Score -2.144205e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 167077 members 
Entering Unmasked Estep 
Score: -21442038.000000 Penalty: 6014.753906
	Iteration 87Q: 3 clusters Score -2.144204e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 167228 members 
Entering Unmasked Estep 
Score: -21442080.000000 Penalty: 6014.753906
	Iteration 88Q: 3 clusters Score -2.144208e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 167385 members 
Entering Unmasked Estep 
Score: -21442130.000000 Penalty: 6014.753906
	Iteration 89Q: 3 clusters Score -2.144213e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 167546 members 
Entering Unmasked Estep 
Score: -21442150.000000 Penalty: 6014.753906
	Iteration 90Q: 3 clusters Score -2.144215e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 167696 members 
Entering Unmasked Estep 
Score: -21442156.000000 Penalty: 6014.753906
	Iteration 91Q: 3 clusters Score -2.144216e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 167828 members 
Entering Unmasked Estep 
Score: -21442204.000000 Penalty: 6014.753906
	Iteration 92Q: 3 clusters Score -2.14422e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 167949 members 
Entering Unmasked Estep 
Score: -21442198.000000 Penalty: 6014.753906
	Iteration 93Q: 3 clusters Score -2.14422e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 168060 members 
Entering Unmasked Estep 
Score: -21442190.000000 Penalty: 6014.753906
	Iteration 94Q: 3 clusters Score -2.144219e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 168188 members 
Entering Unmasked Estep 
Score: -21442170.000000 Penalty: 6014.753906
	Iteration 95Q: 3 clusters Score -2.144217e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 168298 members 
Entering Unmasked Estep 
Score: -21442146.000000 Penalty: 6014.753906
	Iteration 96Q: 3 clusters Score -2.144215e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 168419 members 
Entering Unmasked Estep 
Score: -21442148.000000 Penalty: 6014.753906
	Iteration 97Q: 3 clusters Score -2.144215e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 168532 members 
Entering Unmasked Estep 
Score: -21442142.000000 Penalty: 6014.753906
	Iteration 98Q: 3 clusters Score -2.144214e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 168653 members 
Entering Unmasked Estep 
Score: -21442136.000000 Penalty: 6014.753906
	Iteration 99Q: 3 clusters Score -2.144214e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 168753 members 
Entering Unmasked Estep 
Score: -21442122.000000 Penalty: 6014.753906
	Iteration 100F: 3 clusters Score -2.144212e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 168851 members 
Entering Unmasked Estep 
Score: -21442116.000000 Penalty: 6014.753906
	Iteration 101Q: 3 clusters Score -2.144212e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 168966 members 
Entering Unmasked Estep 
Score: -21442112.000000 Penalty: 6014.753906
	Iteration 102Q: 3 clusters Score -2.144211e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 169086 members 
Entering Unmasked Estep 
Score: -21442110.000000 Penalty: 6014.753906
	Iteration 103Q: 3 clusters Score -2.144211e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 169209 members 
Entering Unmasked Estep 
Score: -21442134.000000 Penalty: 6014.753906
	Iteration 104Q: 3 clusters Score -2.144213e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 169323 members 
Entering Unmasked Estep 
Score: -21442126.000000 Penalty: 6014.753906
	Iteration 105Q: 3 clusters Score -2.144213e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 169436 members 
Entering Unmasked Estep 
Score: -21442164.000000 Penalty: 6014.753906
	Iteration 106Q: 3 clusters Score -2.144216e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 169550 members 
Entering Unmasked Estep 
Score: -21442148.000000 Penalty: 6014.753906
	Iteration 107Q: 3 clusters Score -2.144215e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 169646 members 
Entering Unmasked Estep 
Score: -21442188.000000 Penalty: 6014.753906
	Iteration 108Q: 3 clusters Score -2.144219e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 169741 members 
Entering Unmasked Estep 
Score: -21442192.000000 Penalty: 6014.753906
	Iteration 109Q: 3 clusters Score -2.144219e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 169850 members 
Entering Unmasked Estep 
Score: -21442156.000000 Penalty: 6014.753906
	Iteration 110Q: 3 clusters Score -2.144216e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 169972 members 
Entering Unmasked Estep 
Score: -21442214.000000 Penalty: 6014.753906
	Iteration 111Q: 3 clusters Score -2.144221e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 170093 members 
Entering Unmasked Estep 
Score: -21442230.000000 Penalty: 6014.753906
	Iteration 112Q: 3 clusters Score -2.144223e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 170193 members 
Entering Unmasked Estep 
Score: -21442250.000000 Penalty: 6014.753906
	Iteration 113Q: 3 clusters Score -2.144225e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 170295 members 
Entering Unmasked Estep 
Score: -21442242.000000 Penalty: 6014.753906
	Iteration 114Q: 3 clusters Score -2.144224e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 170391 members 
Entering Unmasked Estep 
Score: -21442258.000000 Penalty: 6014.753906
	Iteration 115Q: 3 clusters Score -2.144226e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 170487 members 
Entering Unmasked Estep 
Score: -21442266.000000 Penalty: 6014.753906
	Iteration 116Q: 3 clusters Score -2.144227e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 170578 members 
Entering Unmasked Estep 
Score: -21442274.000000 Penalty: 6014.753906
	Iteration 117Q: 3 clusters Score -2.144227e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 170664 members 
Entering Unmasked Estep 
Score: -21442328.000000 Penalty: 6014.753906
	Iteration 118Q: 3 clusters Score -2.144233e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 170750 members 
Entering Unmasked Estep 
Score: -21442290.000000 Penalty: 6014.753906
	Iteration 119Q: 3 clusters Score -2.144229e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 170847 members 
Entering Unmasked Estep 
Score: -21442292.000000 Penalty: 6014.753906
	Iteration 120F: 3 clusters Score -2.144229e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 170939 members 
Entering Unmasked Estep 
Score: -21442304.000000 Penalty: 6014.753906
	Iteration 121Q: 3 clusters Score -2.14423e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 171024 members 
Entering Unmasked Estep 
Score: -21442298.000000 Penalty: 6014.753906
	Iteration 122Q: 3 clusters Score -2.14423e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 171106 members 
Entering Unmasked Estep 
Score: -21442348.000000 Penalty: 6014.753906
	Iteration 123Q: 3 clusters Score -2.144235e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 171186 members 
Entering Unmasked Estep 
Score: -21442360.000000 Penalty: 6014.753906
	Iteration 124Q: 3 clusters Score -2.144236e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 171256 members 
Entering Unmasked Estep 
Score: -21442340.000000 Penalty: 6014.753906
	Iteration 125Q: 3 clusters Score -2.144234e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 171322 members 
Entering Unmasked Estep 
Score: -21442346.000000 Penalty: 6014.753906
	Iteration 126Q: 3 clusters Score -2.144235e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 171392 members 
Entering Unmasked Estep 
Score: -21442356.000000 Penalty: 6014.753906
	Iteration 127Q: 3 clusters Score -2.144236e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 171455 members 
Entering Unmasked Estep 
Score: -21442376.000000 Penalty: 6014.753906
	Iteration 128Q: 3 clusters Score -2.144238e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 171506 members 
Entering Unmasked Estep 
Score: -21442362.000000 Penalty: 6014.753906
	Iteration 129Q: 3 clusters Score -2.144236e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 171563 members 
Entering Unmasked Estep 
Score: -21442350.000000 Penalty: 6014.753906
	Iteration 130Q: 3 clusters Score -2.144235e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 171618 members 
Entering Unmasked Estep 
Score: -21442366.000000 Penalty: 6014.753906
	Iteration 131Q: 3 clusters Score -2.144237e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 171667 members 
Entering Unmasked Estep 
Score: -21442400.000000 Penalty: 6014.753906
	Iteration 132Q: 3 clusters Score -2.14424e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 171718 members 
Entering Unmasked Estep 
Score: -21442404.000000 Penalty: 6014.753906
	Iteration 133Q: 3 clusters Score -2.14424e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 171774 members 
Entering Unmasked Estep 
Score: -21442404.000000 Penalty: 6014.753906
	Iteration 134Q: 3 clusters Score -2.14424e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 171828 members 
Entering Unmasked Estep 
Score: -21442390.000000 Penalty: 6014.753906
	Iteration 135Q: 3 clusters Score -2.144239e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 171876 members 
Entering Unmasked Estep 
Score: -21442402.000000 Penalty: 6014.753906
	Iteration 136Q: 3 clusters Score -2.14424e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 171922 members 
Entering Unmasked Estep 
Score: -21442402.000000 Penalty: 6014.753906
	Iteration 137Q: 3 clusters Score -2.14424e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 171969 members 
Entering Unmasked Estep 
Score: -21442442.000000 Penalty: 6014.753906
	Iteration 138Q: 3 clusters Score -2.144244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 172009 members 
Entering Unmasked Estep 
Score: -21442436.000000 Penalty: 6014.753906
	Iteration 139Q: 3 clusters Score -2.144244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -21442466.000000 Penalty: 6014.753906
	Iteration 140F: 3 clusters Score -2.144247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 172095 members 
Entering Unmasked Estep 
Score: -21442454.000000 Penalty: 6014.753906
	Iteration 141Q: 3 clusters Score -2.144245e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 172135 members 
Entering Unmasked Estep 
Score: -21442458.000000 Penalty: 6014.753906
	Iteration 142Q: 3 clusters Score -2.144246e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 172176 members 
Entering Unmasked Estep 
Score: -21442448.000000 Penalty: 6014.753906
	Iteration 143Q: 3 clusters Score -2.144245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 172211 members 
Entering Unmasked Estep 
Score: -21442460.000000 Penalty: 6014.753906
	Iteration 144Q: 3 clusters Score -2.144246e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 172247 members 
Entering Unmasked Estep 
Score: -21442476.000000 Penalty: 6014.753906
	Iteration 145Q: 3 clusters Score -2.144248e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 172289 members 
Entering Unmasked Estep 
Score: -21442508.000000 Penalty: 6014.753906
	Iteration 146Q: 3 clusters Score -2.144251e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 172327 members 
Entering Unmasked Estep 
Score: -21442492.000000 Penalty: 6014.753906
	Iteration 147Q: 3 clusters Score -2.144249e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 172365 members 
Entering Unmasked Estep 
Score: -21442514.000000 Penalty: 6014.753906
	Iteration 148Q: 3 clusters Score -2.144251e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 172412 members 
Entering Unmasked Estep 
Score: -21442502.000000 Penalty: 6014.753906
	Iteration 149Q: 3 clusters Score -2.14425e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 172464 members 
Entering Unmasked Estep 
Score: -21442474.000000 Penalty: 6014.753906
	Iteration 150Q: 3 clusters Score -2.144247e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 172513 members 
Entering Unmasked Estep 
Score: -21442482.000000 Penalty: 6014.753906
	Iteration 151Q: 3 clusters Score -2.144248e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 172556 members 
Entering Unmasked Estep 
Score: -21442494.000000 Penalty: 6014.753906
	Iteration 152Q: 3 clusters Score -2.144249e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 172594 members 
Entering Unmasked Estep 
Score: -21442474.000000 Penalty: 6014.753906
	Iteration 153Q: 3 clusters Score -2.144247e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 172631 members 
Entering Unmasked Estep 
Score: -21442504.000000 Penalty: 6014.753906
	Iteration 154Q: 3 clusters Score -2.14425e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 172667 members 
Entering Unmasked Estep 
Score: -21442510.000000 Penalty: 6014.753906
	Iteration 155Q: 3 clusters Score -2.144251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 172692 members 
Entering Unmasked Estep 
Score: -21442488.000000 Penalty: 6014.753906
	Iteration 156Q: 3 clusters Score -2.144249e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -21442498.000000 Penalty: 6014.753906
	Iteration 157Q: 3 clusters Score -2.14425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 172744 members 
Entering Unmasked Estep 
Score: -21442512.000000 Penalty: 6014.753906
	Iteration 158Q: 3 clusters Score -2.144251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 172772 members 
Entering Unmasked Estep 
Score: -21442532.000000 Penalty: 6014.753906
	Iteration 159Q: 3 clusters Score -2.144253e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 172803 members 
Entering Unmasked Estep 
Score: -21442526.000000 Penalty: 6014.753906
	Iteration 160F: 3 clusters Score -2.144253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 172828 members 
Entering Unmasked Estep 
Score: -21442496.000000 Penalty: 6014.753906
	Iteration 161Q: 3 clusters Score -2.14425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 172848 members 
Entering Unmasked Estep 
Score: -21442508.000000 Penalty: 6014.753906
	Iteration 162Q: 3 clusters Score -2.144251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 172856 members 
Entering Unmasked Estep 
Score: -21442500.000000 Penalty: 6014.753906
	Iteration 163Q: 3 clusters Score -2.14425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 172863 members 
Entering Unmasked Estep 
Score: -21442494.000000 Penalty: 6014.753906
	Iteration 164Q: 3 clusters Score -2.144249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 172866 members 
Entering Unmasked Estep 
Score: -21442496.000000 Penalty: 6014.753906
	Iteration 165Q: 3 clusters Score -2.14425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 172867 members 
Entering Unmasked Estep 
Score: -21442498.000000 Penalty: 6014.753906
	Iteration 166Q: 3 clusters Score -2.14425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 172867 members 
Entering Unmasked Estep 
Score: -21442498.000000 Penalty: 6014.753906
	Iteration 167F: 3 clusters Score -2.14425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (213615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213615 members 
Entering Unmasked Estep 
Score: -24868602.000000 Penalty: 3043.438721
	Iteration 0F: 2 clusters Score -2.48686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106575 members 
Mstep: Class 2 contains 107040 members 
Entering Unmasked Estep 
Score: -24732604.000000 Penalty: 6086.877441
	Iteration 0F: 3 clusters Score -2.47326e+07 nChanged 103016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102299 members 
Mstep: Class 2 contains 111316 members 
Entering Unmasked Estep 
Score: -24792850.000000 Penalty: 6086.877441
	Iteration 1F: 3 clusters Score -2.479285e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 114305 members 
Entering Unmasked Estep 
Score: -24794360.000000 Penalty: 6086.877441
	Iteration 2Q: 3 clusters Score -2.479436e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94768 members 
Mstep: Class 2 contains 118847 members 
Entering Unmasked Estep 
Score: -24796414.000000 Penalty: 6086.877441
	Iteration 3Q: 3 clusters Score -2.479641e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87713 members 
Mstep: Class 2 contains 125902 members 
Entering Unmasked Estep 
Score: -24799978.000000 Penalty: 6086.877441
	Iteration 4Q: 3 clusters Score -2.479998e+07 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 136216 members 
Entering Unmasked Estep 
Score: -24806168.000000 Penalty: 6086.877441
	Iteration 5F: 3 clusters Score -2.480617e+07 nChanged 15037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 150137 members 
Entering Unmasked Estep 
Score: -24816648.000000 Penalty: 6086.877441
	Iteration 6F: 3 clusters Score -2.481665e+07 nChanged 17192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 166507 members 
Entering Unmasked Estep 
Score: -24830114.000000 Penalty: 6086.877441
	Iteration 7F: 3 clusters Score -2.483011e+07 nChanged 15933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 181966 members 
Entering Unmasked Estep 
Score: -24843412.000000 Penalty: 6086.877441
	Iteration 8F: 3 clusters Score -2.484341e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 192819 members 
Entering Unmasked Estep 
Score: -24852006.000000 Penalty: 6086.877441
	Iteration 9F: 3 clusters Score -2.485201e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 199200 members 
Entering Unmasked Estep 
Score: -24857468.000000 Penalty: 6086.877441
	Iteration 10Q: 3 clusters Score -2.485747e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 202960 members 
Entering Unmasked Estep 
Score: -24860630.000000 Penalty: 6086.877441
	Iteration 11Q: 3 clusters Score -2.486063e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 205322 members 
Entering Unmasked Estep 
Score: -24862532.000000 Penalty: 6086.877441
	Iteration 12Q: 3 clusters Score -2.486253e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 206915 members 
Entering Unmasked Estep 
Score: -24863834.000000 Penalty: 6086.877441
	Iteration 13Q: 3 clusters Score -2.486383e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 208034 members 
Entering Unmasked Estep 
Score: -24864672.000000 Penalty: 6086.877441
	Iteration 14Q: 3 clusters Score -2.486467e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 208801 members 
Entering Unmasked Estep 
Score: -24865288.000000 Penalty: 6086.877441
	Iteration 15Q: 3 clusters Score -2.486529e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 209380 members 
Entering Unmasked Estep 
Score: -24865716.000000 Penalty: 6086.877441
	Iteration 16Q: 3 clusters Score -2.486572e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 209835 members 
Entering Unmasked Estep 
Score: -24865946.000000 Penalty: 6086.877441
	Iteration 17Q: 3 clusters Score -2.486595e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 210167 members 
Entering Unmasked Estep 
Score: -24866150.000000 Penalty: 6086.877441
	Iteration 18Q: 3 clusters Score -2.486615e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 210444 members 
Entering Unmasked Estep 
Score: -24866368.000000 Penalty: 6086.877441
	Iteration 19Q: 3 clusters Score -2.486637e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 210632 members 
Entering Unmasked Estep 
Score: -24866394.000000 Penalty: 6086.877441
	Iteration 20F: 3 clusters Score -2.486639e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 210775 members 
Entering Unmasked Estep 
Score: -24866478.000000 Penalty: 6086.877441
	Iteration 21Q: 3 clusters Score -2.486648e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 210863 members 
Entering Unmasked Estep 
Score: -24866524.000000 Penalty: 6086.877441
	Iteration 22Q: 3 clusters Score -2.486652e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 210937 members 
Entering Unmasked Estep 
Score: -24866562.000000 Penalty: 6086.877441
	Iteration 23Q: 3 clusters Score -2.486656e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 210996 members 
Entering Unmasked Estep 
Score: -24866576.000000 Penalty: 6086.877441
	Iteration 24Q: 3 clusters Score -2.486658e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 211054 members 
Entering Unmasked Estep 
Score: -24866570.000000 Penalty: 6086.877441
	Iteration 25Q: 3 clusters Score -2.486657e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 211113 members 
Entering Unmasked Estep 
Score: -24866574.000000 Penalty: 6086.877441
	Iteration 26Q: 3 clusters Score -2.486657e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 211149 members 
Entering Unmasked Estep 
Score: -24866586.000000 Penalty: 6086.877441
	Iteration 27Q: 3 clusters Score -2.486659e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 211187 members 
Entering Unmasked Estep 
Score: -24866612.000000 Penalty: 6086.877441
	Iteration 28Q: 3 clusters Score -2.486661e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 211226 members 
Entering Unmasked Estep 
Score: -24866638.000000 Penalty: 6086.877441
	Iteration 29Q: 3 clusters Score -2.486664e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 211272 members 
Entering Unmasked Estep 
Score: -24866616.000000 Penalty: 6086.877441
	Iteration 30Q: 3 clusters Score -2.486662e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 211324 members 
Entering Unmasked Estep 
Score: -24866644.000000 Penalty: 6086.877441
	Iteration 31Q: 3 clusters Score -2.486664e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 211371 members 
Entering Unmasked Estep 
Score: -24866658.000000 Penalty: 6086.877441
	Iteration 32Q: 3 clusters Score -2.486666e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 211426 members 
Entering Unmasked Estep 
Score: -24866722.000000 Penalty: 6086.877441
	Iteration 33Q: 3 clusters Score -2.486672e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 211482 members 
Entering Unmasked Estep 
Score: -24866740.000000 Penalty: 6086.877441
	Iteration 34Q: 3 clusters Score -2.486674e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 211524 members 
Entering Unmasked Estep 
Score: -24866786.000000 Penalty: 6086.877441
	Iteration 35Q: 3 clusters Score -2.486679e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 211573 members 
Entering Unmasked Estep 
Score: -24866838.000000 Penalty: 6086.877441
	Iteration 36Q: 3 clusters Score -2.486684e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 211610 members 
Entering Unmasked Estep 
Score: -24866874.000000 Penalty: 6086.877441
	Iteration 37Q: 3 clusters Score -2.486687e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 211632 members 
Entering Unmasked Estep 
Score: -24866938.000000 Penalty: 6086.877441
	Iteration 38Q: 3 clusters Score -2.486694e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 211646 members 
Entering Unmasked Estep 
Score: -24867048.000000 Penalty: 6086.877441
	Iteration 39Q: 3 clusters Score -2.486705e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 211640 members 
Entering Unmasked Estep 
Score: -24867104.000000 Penalty: 6086.877441
	Iteration 40F: 3 clusters Score -2.48671e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 211635 members 
Entering Unmasked Estep 
Score: -24867170.000000 Penalty: 6086.877441
	Iteration 41Q: 3 clusters Score -2.486717e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 211648 members 
Entering Unmasked Estep 
Score: -24867228.000000 Penalty: 6086.877441
	Iteration 42Q: 3 clusters Score -2.486723e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 211653 members 
Entering Unmasked Estep 
Score: -24867290.000000 Penalty: 6086.877441
	Iteration 43Q: 3 clusters Score -2.486729e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 211645 members 
Entering Unmasked Estep 
Score: -24867300.000000 Penalty: 6086.877441
	Iteration 44Q: 3 clusters Score -2.48673e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 211650 members 
Entering Unmasked Estep 
Score: -24867318.000000 Penalty: 6086.877441
	Iteration 45Q: 3 clusters Score -2.486732e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 211645 members 
Entering Unmasked Estep 
Score: -24867318.000000 Penalty: 6086.877441
	Iteration 46Q: 3 clusters Score -2.486732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 211646 members 
Entering Unmasked Estep 
Score: -24867334.000000 Penalty: 6086.877441
	Iteration 47Q: 3 clusters Score -2.486733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 211642 members 
Entering Unmasked Estep 
Score: -24867346.000000 Penalty: 6086.877441
	Iteration 48Q: 3 clusters Score -2.486735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 211639 members 
Entering Unmasked Estep 
Score: -24867350.000000 Penalty: 6086.877441
	Iteration 49Q: 3 clusters Score -2.486735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 211633 members 
Entering Unmasked Estep 
Score: -24867370.000000 Penalty: 6086.877441
	Iteration 50Q: 3 clusters Score -2.486737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 211630 members 
Entering Unmasked Estep 
Score: -24867386.000000 Penalty: 6086.877441
	Iteration 51Q: 3 clusters Score -2.486739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 211621 members 
Entering Unmasked Estep 
Score: -24867388.000000 Penalty: 6086.877441
	Iteration 52Q: 3 clusters Score -2.486739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 211621 members 
Entering Unmasked Estep 
Score: -24867398.000000 Penalty: 6086.877441
	Iteration 53Q: 3 clusters Score -2.48674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 211616 members 
Entering Unmasked Estep 
Score: -24867408.000000 Penalty: 6086.877441
	Iteration 54Q: 3 clusters Score -2.486741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 211603 members 
Entering Unmasked Estep 
Score: -24867414.000000 Penalty: 6086.877441
	Iteration 55Q: 3 clusters Score -2.486741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 211592 members 
Entering Unmasked Estep 
Score: -24867440.000000 Penalty: 6086.877441
	Iteration 56Q: 3 clusters Score -2.486744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 211581 members 
Entering Unmasked Estep 
Score: -24867422.000000 Penalty: 6086.877441
	Iteration 57Q: 3 clusters Score -2.486742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 211570 members 
Entering Unmasked Estep 
Score: -24867440.000000 Penalty: 6086.877441
	Iteration 58Q: 3 clusters Score -2.486744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 211561 members 
Entering Unmasked Estep 
Score: -24867424.000000 Penalty: 6086.877441
	Iteration 59Q: 3 clusters Score -2.486742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 211550 members 
Entering Unmasked Estep 
Score: -24867440.000000 Penalty: 6086.877441
	Iteration 60F: 3 clusters Score -2.486744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 211545 members 
Entering Unmasked Estep 
Score: -24867434.000000 Penalty: 6086.877441
	Iteration 61Q: 3 clusters Score -2.486743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 211536 members 
Entering Unmasked Estep 
Score: -24867442.000000 Penalty: 6086.877441
	Iteration 62Q: 3 clusters Score -2.486744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 211529 members 
Entering Unmasked Estep 
Score: -24867442.000000 Penalty: 6086.877441
	Iteration 63Q: 3 clusters Score -2.486744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 211519 members 
Entering Unmasked Estep 
Score: -24867448.000000 Penalty: 6086.877441
	Iteration 64Q: 3 clusters Score -2.486745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 211511 members 
Entering Unmasked Estep 
Score: -24867450.000000 Penalty: 6086.877441
	Iteration 65Q: 3 clusters Score -2.486745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 211505 members 
Entering Unmasked Estep 
Score: -24867470.000000 Penalty: 6086.877441
	Iteration 66Q: 3 clusters Score -2.486747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 211501 members 
Entering Unmasked Estep 
Score: -24867462.000000 Penalty: 6086.877441
	Iteration 67Q: 3 clusters Score -2.486746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 211499 members 
Entering Unmasked Estep 
Score: -24867452.000000 Penalty: 6086.877441
	Iteration 68Q: 3 clusters Score -2.486745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 211496 members 
Entering Unmasked Estep 
Score: -24867464.000000 Penalty: 6086.877441
	Iteration 69Q: 3 clusters Score -2.486746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 211495 members 
Entering Unmasked Estep 
Score: -24867476.000000 Penalty: 6086.877441
	Iteration 70Q: 3 clusters Score -2.486748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 211494 members 
Entering Unmasked Estep 
Score: -24867464.000000 Penalty: 6086.877441
	Iteration 71Q: 3 clusters Score -2.486746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 211494 members 
Entering Unmasked Estep 
Score: -24867464.000000 Penalty: 6086.877441
	Iteration 72F: 3 clusters Score -2.486746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Entering Unmasked Estep 
Score: -1335860.000000 Penalty: 2314.386475
	Iteration 0F: 2 clusters Score -1335860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1327368.125000 Penalty: 4628.772949
	Iteration 0F: 3 clusters Score -1327368 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1329918.750000 Penalty: 4628.772949
	Iteration 1F: 3 clusters Score -1329919 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1330293.625000 Penalty: 4628.772949
	Iteration 2F: 3 clusters Score -1330294 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1330587.125000 Penalty: 4628.772949
	Iteration 3F: 3 clusters Score -1330587 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1330848.250000 Penalty: 4628.772949
	Iteration 4Q: 3 clusters Score -1330848 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1331147.125000 Penalty: 4628.772949
	Iteration 5Q: 3 clusters Score -1331147 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1331485.625000 Penalty: 4628.772949
	Iteration 6Q: 3 clusters Score -1331486 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1331850.875000 Penalty: 4628.772949
	Iteration 7Q: 3 clusters Score -1331851 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1332191.625000 Penalty: 4628.772949
	Iteration 8Q: 3 clusters Score -1332192 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1332515.000000 Penalty: 4628.772949
	Iteration 9Q: 3 clusters Score -1332515 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1332801.000000 Penalty: 4628.772949
	Iteration 10Q: 3 clusters Score -1332801 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1333001.000000 Penalty: 4628.772949
	Iteration 11Q: 3 clusters Score -1333001 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1333157.750000 Penalty: 4628.772949
	Iteration 12Q: 3 clusters Score -1333158 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1333295.750000 Penalty: 4628.772949
	Iteration 13Q: 3 clusters Score -1333296 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1333412.750000 Penalty: 4628.772949
	Iteration 14Q: 3 clusters Score -1333413 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1333508.500000 Penalty: 4628.772949
	Iteration 15Q: 3 clusters Score -1333508 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1333594.125000 Penalty: 4628.772949
	Iteration 16Q: 3 clusters Score -1333594 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1333657.625000 Penalty: 4628.772949
	Iteration 17Q: 3 clusters Score -1333658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1333706.125000 Penalty: 4628.772949
	Iteration 18Q: 3 clusters Score -1333706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1333749.375000 Penalty: 4628.772949
	Iteration 19Q: 3 clusters Score -1333749 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1333778.125000 Penalty: 4628.772949
	Iteration 20F: 3 clusters Score -1333778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1333802.500000 Penalty: 4628.772949
	Iteration 21Q: 3 clusters Score -1333802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1333831.375000 Penalty: 4628.772949
	Iteration 22Q: 3 clusters Score -1333831 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1333856.750000 Penalty: 4628.772949
	Iteration 23Q: 3 clusters Score -1333857 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1333880.000000 Penalty: 4628.772949
	Iteration 24Q: 3 clusters Score -1333880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1333899.625000 Penalty: 4628.772949
	Iteration 25Q: 3 clusters Score -1333900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1333915.250000 Penalty: 4628.772949
	Iteration 26Q: 3 clusters Score -1333915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1333927.250000 Penalty: 4628.772949
	Iteration 27Q: 3 clusters Score -1333927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1333939.500000 Penalty: 4628.772949
	Iteration 28Q: 3 clusters Score -1333940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1333944.500000 Penalty: 4628.772949
	Iteration 29Q: 3 clusters Score -1333944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1333949.125000 Penalty: 4628.772949
	Iteration 30Q: 3 clusters Score -1333949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1333953.875000 Penalty: 4628.772949
	Iteration 31Q: 3 clusters Score -1333954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1333957.625000 Penalty: 4628.772949
	Iteration 32Q: 3 clusters Score -1333958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1333963.625000 Penalty: 4628.772949
	Iteration 33Q: 3 clusters Score -1333964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1333962.750000 Penalty: 4628.772949
	Iteration 34Q: 3 clusters Score -1333963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1333966.125000 Penalty: 4628.772949
	Iteration 35Q: 3 clusters Score -1333966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1333966.375000 Penalty: 4628.772949
	Iteration 36Q: 3 clusters Score -1333966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1333966.375000 Penalty: 4628.772949
	Iteration 37F: 3 clusters Score -1333966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Entering Unmasked Estep 
Score: -3371321.250000 Penalty: 2549.100586
	Iteration 0F: 2 clusters Score -3371321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3351225.000000 Penalty: 5098.201172
	Iteration 0F: 3 clusters Score -3351225 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3358549.750000 Penalty: 5098.201172
	Iteration 1F: 3 clusters Score -3358550 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3359046.250000 Penalty: 5098.201172
	Iteration 2Q: 3 clusters Score -3359046 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3359573.500000 Penalty: 5098.201172
	Iteration 3Q: 3 clusters Score -3359574 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3360099.000000 Penalty: 5098.201172
	Iteration 4Q: 3 clusters Score -3360099 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3360712.250000 Penalty: 5098.201172
	Iteration 5Q: 3 clusters Score -3360712 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3361523.750000 Penalty: 5098.201172
	Iteration 6Q: 3 clusters Score -3361524 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -3362638.500000 Penalty: 5098.201172
	Iteration 7F: 3 clusters Score -3362638 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3364277.500000 Penalty: 5098.201172
	Iteration 8F: 3 clusters Score -3364278 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3366356.250000 Penalty: 5098.201172
	Iteration 9F: 3 clusters Score -3366356 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3368192.750000 Penalty: 5098.201172
	Iteration 10F: 3 clusters Score -3368193 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3369201.250000 Penalty: 5098.201172
	Iteration 11Q: 3 clusters Score -3369201 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3369665.000000 Penalty: 5098.201172
	Iteration 12Q: 3 clusters Score -3369665 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -3369852.750000 Penalty: 5098.201172
	Iteration 13Q: 3 clusters Score -3369853 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3369920.250000 Penalty: 5098.201172
	Iteration 14Q: 3 clusters Score -3369920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3369960.000000 Penalty: 5098.201172
	Iteration 15Q: 3 clusters Score -3369960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -3369985.500000 Penalty: 5098.201172
	Iteration 16Q: 3 clusters Score -3369986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -3369993.250000 Penalty: 5098.201172
	Iteration 17Q: 3 clusters Score -3369993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -3369998.250000 Penalty: 5098.201172
	Iteration 18Q: 3 clusters Score -3369998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3370005.750000 Penalty: 5098.201172
	Iteration 19Q: 3 clusters Score -3370006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3370010.500000 Penalty: 5098.201172
	Iteration 20F: 3 clusters Score -3370010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -3370009.250000 Penalty: 5098.201172
	Iteration 21Q: 3 clusters Score -3370009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3370008.500000 Penalty: 5098.201172
	Iteration 22Q: 3 clusters Score -3370008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -3370010.000000 Penalty: 5098.201172
	Iteration 23Q: 3 clusters Score -3370010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3370016.250000 Penalty: 5098.201172
	Iteration 24Q: 3 clusters Score -3370016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3370016.250000 Penalty: 5098.201172
	Iteration 25F: 3 clusters Score -3370016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Entering Unmasked Estep 
Score: -2508001.000000 Penalty: 2473.041016
	Iteration 0F: 2 clusters Score -2508001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2493104.750000 Penalty: 4946.082031
	Iteration 0F: 3 clusters Score -2493105 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2498430.500000 Penalty: 4946.082031
	Iteration 1F: 3 clusters Score -2498430 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2499186.250000 Penalty: 4946.082031
	Iteration 2F: 3 clusters Score -2499186 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2499949.500000 Penalty: 4946.082031
	Iteration 3F: 3 clusters Score -2499950 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2500659.250000 Penalty: 4946.082031
	Iteration 4F: 3 clusters Score -2500659 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2501235.250000 Penalty: 4946.082031
	Iteration 5Q: 3 clusters Score -2501235 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2501723.500000 Penalty: 4946.082031
	Iteration 6Q: 3 clusters Score -2501724 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2502142.500000 Penalty: 4946.082031
	Iteration 7Q: 3 clusters Score -2502142 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2502519.250000 Penalty: 4946.082031
	Iteration 8Q: 3 clusters Score -2502519 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2502869.750000 Penalty: 4946.082031
	Iteration 9Q: 3 clusters Score -2502870 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2503166.500000 Penalty: 4946.082031
	Iteration 10Q: 3 clusters Score -2503166 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2503400.750000 Penalty: 4946.082031
	Iteration 11Q: 3 clusters Score -2503401 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2503597.500000 Penalty: 4946.082031
	Iteration 12Q: 3 clusters Score -2503598 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2503764.500000 Penalty: 4946.082031
	Iteration 13Q: 3 clusters Score -2503764 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2503919.250000 Penalty: 4946.082031
	Iteration 14Q: 3 clusters Score -2503919 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2504061.250000 Penalty: 4946.082031
	Iteration 15Q: 3 clusters Score -2504061 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2504187.250000 Penalty: 4946.082031
	Iteration 16Q: 3 clusters Score -2504187 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2504296.500000 Penalty: 4946.082031
	Iteration 17Q: 3 clusters Score -2504296 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2504400.250000 Penalty: 4946.082031
	Iteration 18Q: 3 clusters Score -2504400 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2504527.250000 Penalty: 4946.082031
	Iteration 19Q: 3 clusters Score -2504527 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2504625.250000 Penalty: 4946.082031
	Iteration 20F: 3 clusters Score -2504625 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2504712.250000 Penalty: 4946.082031
	Iteration 21Q: 3 clusters Score -2504712 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2504789.250000 Penalty: 4946.082031
	Iteration 22Q: 3 clusters Score -2504789 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2504874.750000 Penalty: 4946.082031
	Iteration 23Q: 3 clusters Score -2504875 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2504946.750000 Penalty: 4946.082031
	Iteration 24Q: 3 clusters Score -2504947 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2505010.250000 Penalty: 4946.082031
	Iteration 25Q: 3 clusters Score -2505010 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2505075.000000 Penalty: 4946.082031
	Iteration 26Q: 3 clusters Score -2505075 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2505123.500000 Penalty: 4946.082031
	Iteration 27Q: 3 clusters Score -2505124 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2505175.750000 Penalty: 4946.082031
	Iteration 28Q: 3 clusters Score -2505176 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2505210.250000 Penalty: 4946.082031
	Iteration 29Q: 3 clusters Score -2505210 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2505245.250000 Penalty: 4946.082031
	Iteration 30Q: 3 clusters Score -2505245 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2505279.750000 Penalty: 4946.082031
	Iteration 31Q: 3 clusters Score -2505280 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2505302.000000 Penalty: 4946.082031
	Iteration 32Q: 3 clusters Score -2505302 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2505326.500000 Penalty: 4946.082031
	Iteration 33Q: 3 clusters Score -2505326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2505348.500000 Penalty: 4946.082031
	Iteration 34Q: 3 clusters Score -2505348 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2505367.250000 Penalty: 4946.082031
	Iteration 35Q: 3 clusters Score -2505367 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2505385.000000 Penalty: 4946.082031
	Iteration 36Q: 3 clusters Score -2505385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2505392.000000 Penalty: 4946.082031
	Iteration 37Q: 3 clusters Score -2505392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2505403.750000 Penalty: 4946.082031
	Iteration 38Q: 3 clusters Score -2505404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2505418.250000 Penalty: 4946.082031
	Iteration 39Q: 3 clusters Score -2505418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2505414.000000 Penalty: 4946.082031
	Iteration 40F: 3 clusters Score -2505414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2505420.000000 Penalty: 4946.082031
	Iteration 41Q: 3 clusters Score -2505420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2505429.000000 Penalty: 4946.082031
	Iteration 42Q: 3 clusters Score -2505429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2505426.250000 Penalty: 4946.082031
	Iteration 43Q: 3 clusters Score -2505426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2505433.750000 Penalty: 4946.082031
	Iteration 44Q: 3 clusters Score -2505434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2505436.750000 Penalty: 4946.082031
	Iteration 45Q: 3 clusters Score -2505437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2505442.000000 Penalty: 4946.082031
	Iteration 46Q: 3 clusters Score -2505442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2505447.250000 Penalty: 4946.082031
	Iteration 47Q: 3 clusters Score -2505447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2505456.750000 Penalty: 4946.082031
	Iteration 48Q: 3 clusters Score -2505457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2505467.500000 Penalty: 4946.082031
	Iteration 49Q: 3 clusters Score -2505468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2505471.750000 Penalty: 4946.082031
	Iteration 50Q: 3 clusters Score -2505472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2505476.250000 Penalty: 4946.082031
	Iteration 51Q: 3 clusters Score -2505476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2505484.250000 Penalty: 4946.082031
	Iteration 52Q: 3 clusters Score -2505484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2505499.250000 Penalty: 4946.082031
	Iteration 53Q: 3 clusters Score -2505499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2505511.250000 Penalty: 4946.082031
	Iteration 54Q: 3 clusters Score -2505511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2505515.250000 Penalty: 4946.082031
	Iteration 55Q: 3 clusters Score -2505515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2505523.500000 Penalty: 4946.082031
	Iteration 56Q: 3 clusters Score -2505524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2505526.000000 Penalty: 4946.082031
	Iteration 57Q: 3 clusters Score -2505526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2505530.250000 Penalty: 4946.082031
	Iteration 58Q: 3 clusters Score -2505530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2505535.250000 Penalty: 4946.082031
	Iteration 59Q: 3 clusters Score -2505535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2505540.750000 Penalty: 4946.082031
	Iteration 60F: 3 clusters Score -2505541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2505554.500000 Penalty: 4946.082031
	Iteration 61Q: 3 clusters Score -2505554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2505554.250000 Penalty: 4946.082031
	Iteration 62Q: 3 clusters Score -2505554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2505564.250000 Penalty: 4946.082031
	Iteration 63Q: 3 clusters Score -2505564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2505563.500000 Penalty: 4946.082031
	Iteration 64Q: 3 clusters Score -2505564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2505566.250000 Penalty: 4946.082031
	Iteration 65Q: 3 clusters Score -2505566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2505570.250000 Penalty: 4946.082031
	Iteration 66Q: 3 clusters Score -2505570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2505577.000000 Penalty: 4946.082031
	Iteration 67Q: 3 clusters Score -2505577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2505575.750000 Penalty: 4946.082031
	Iteration 68Q: 3 clusters Score -2505576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2505578.250000 Penalty: 4946.082031
	Iteration 69Q: 3 clusters Score -2505578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2505574.500000 Penalty: 4946.082031
	Iteration 70Q: 3 clusters Score -2505574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2505575.750000 Penalty: 4946.082031
	Iteration 71Q: 3 clusters Score -2505576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2505577.250000 Penalty: 4946.082031
	Iteration 72Q: 3 clusters Score -2505577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2505587.750000 Penalty: 4946.082031
	Iteration 73Q: 3 clusters Score -2505588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2505589.000000 Penalty: 4946.082031
	Iteration 74Q: 3 clusters Score -2505589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2505591.250000 Penalty: 4946.082031
	Iteration 75Q: 3 clusters Score -2505591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2505598.000000 Penalty: 4946.082031
	Iteration 76Q: 3 clusters Score -2505598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2505600.000000 Penalty: 4946.082031
	Iteration 77Q: 3 clusters Score -2505600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2505601.250000 Penalty: 4946.082031
	Iteration 78Q: 3 clusters Score -2505601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2505605.000000 Penalty: 4946.082031
	Iteration 79Q: 3 clusters Score -2505605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2505607.000000 Penalty: 4946.082031
	Iteration 80F: 3 clusters Score -2505607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2505604.500000 Penalty: 4946.082031
	Iteration 81Q: 3 clusters Score -2505604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2505607.750000 Penalty: 4946.082031
	Iteration 82Q: 3 clusters Score -2505608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2505612.250000 Penalty: 4946.082031
	Iteration 83Q: 3 clusters Score -2505612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2505611.250000 Penalty: 4946.082031
	Iteration 84Q: 3 clusters Score -2505611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2505614.500000 Penalty: 4946.082031
	Iteration 85Q: 3 clusters Score -2505614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2505615.500000 Penalty: 4946.082031
	Iteration 86Q: 3 clusters Score -2505616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2505614.500000 Penalty: 4946.082031
	Iteration 87Q: 3 clusters Score -2505614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2505617.750000 Penalty: 4946.082031
	Iteration 88Q: 3 clusters Score -2505618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2505617.500000 Penalty: 4946.082031
	Iteration 89Q: 3 clusters Score -2505618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2505620.000000 Penalty: 4946.082031
	Iteration 90Q: 3 clusters Score -2505620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2505621.000000 Penalty: 4946.082031
	Iteration 91Q: 3 clusters Score -2505621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2505628.250000 Penalty: 4946.082031
	Iteration 92Q: 3 clusters Score -2505628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2505630.250000 Penalty: 4946.082031
	Iteration 93Q: 3 clusters Score -2505630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2505628.750000 Penalty: 4946.082031
	Iteration 94Q: 3 clusters Score -2505629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2505627.750000 Penalty: 4946.082031
	Iteration 95Q: 3 clusters Score -2505628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2505626.250000 Penalty: 4946.082031
	Iteration 96Q: 3 clusters Score -2505626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2505625.000000 Penalty: 4946.082031
	Iteration 97Q: 3 clusters Score -2505625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2505626.500000 Penalty: 4946.082031
	Iteration 98Q: 3 clusters Score -2505626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2505622.750000 Penalty: 4946.082031
	Iteration 99Q: 3 clusters Score -2505623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2505630.500000 Penalty: 4946.082031
	Iteration 100F: 3 clusters Score -2505630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2505630.500000 Penalty: 4946.082031
	Iteration 101Q: 3 clusters Score -2505630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2505626.750000 Penalty: 4946.082031
	Iteration 102Q: 3 clusters Score -2505627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2505626.750000 Penalty: 4946.082031
	Iteration 103Q: 3 clusters Score -2505627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2505630.500000 Penalty: 4946.082031
	Iteration 104Q: 3 clusters Score -2505630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2505638.750000 Penalty: 4946.082031
	Iteration 105Q: 3 clusters Score -2505639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2505642.000000 Penalty: 4946.082031
	Iteration 106Q: 3 clusters Score -2505642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2505640.750000 Penalty: 4946.082031
	Iteration 107Q: 3 clusters Score -2505641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2505640.250000 Penalty: 4946.082031
	Iteration 108Q: 3 clusters Score -2505640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2505641.250000 Penalty: 4946.082031
	Iteration 109Q: 3 clusters Score -2505641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2505643.500000 Penalty: 4946.082031
	Iteration 110Q: 3 clusters Score -2505644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2505646.500000 Penalty: 4946.082031
	Iteration 111Q: 3 clusters Score -2505646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2505640.250000 Penalty: 4946.082031
	Iteration 112Q: 3 clusters Score -2505640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2505641.250000 Penalty: 4946.082031
	Iteration 113Q: 3 clusters Score -2505641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2505643.250000 Penalty: 4946.082031
	Iteration 114Q: 3 clusters Score -2505643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2505647.000000 Penalty: 4946.082031
	Iteration 115Q: 3 clusters Score -2505647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2505648.500000 Penalty: 4946.082031
	Iteration 116Q: 3 clusters Score -2505648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2505655.000000 Penalty: 4946.082031
	Iteration 117Q: 3 clusters Score -2505655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2505659.000000 Penalty: 4946.082031
	Iteration 118Q: 3 clusters Score -2505659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2505658.750000 Penalty: 4946.082031
	Iteration 119Q: 3 clusters Score -2505659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2505654.000000 Penalty: 4946.082031
	Iteration 120F: 3 clusters Score -2505654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2505658.750000 Penalty: 4946.082031
	Iteration 121Q: 3 clusters Score -2505659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2505667.000000 Penalty: 4946.082031
	Iteration 122Q: 3 clusters Score -2505667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2505668.250000 Penalty: 4946.082031
	Iteration 123Q: 3 clusters Score -2505668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2505668.250000 Penalty: 4946.082031
	Iteration 124F: 3 clusters Score -2505668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103477 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 24225 members 
Mstep: Class 4 contains 6164 members 
Mstep: Class 5 contains 12531 members 
Mstep: Class 6 contains 44116 members 
Mstep: Class 7 contains 184706 members 
Mstep: Class 8 contains 213615 members 
Mstep: Class 12 contains 11296 members 
Mstep: Class 15 contains 29104 members 
Mstep: Class 19 contains 21417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648200.000000 Penalty: 36522.324219
Iteration 439Q: 12 clusters Score -7.46482e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 103875 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 24209 members 
Mstep: Class 4 contains 6151 members 
Mstep: Class 5 contains 12537 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 184301 members 
Mstep: Class 8 contains 213694 members 
Mstep: Class 12 contains 11279 members 
Mstep: Class 15 contains 29105 members 
Mstep: Class 19 contains 21415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648408.000000 Penalty: 36522.324219
Iteration 440F: 12 clusters Score -7.464841e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104230 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 24195 members 
Mstep: Class 4 contains 6141 members 
Mstep: Class 5 contains 12539 members 
Mstep: Class 6 contains 44055 members 
Mstep: Class 7 contains 183918 members 
Mstep: Class 8 contains 213794 members 
Mstep: Class 12 contains 11264 members 
Mstep: Class 15 contains 29107 members 
Mstep: Class 19 contains 21407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648440.000000 Penalty: 36522.324219
Iteration 441Q: 12 clusters Score -7.464844e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104592 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 24189 members 
Mstep: Class 4 contains 6129 members 
Mstep: Class 5 contains 12539 members 
Mstep: Class 6 contains 44038 members 
Mstep: Class 7 contains 183532 members 
Mstep: Class 8 contains 213892 members 
Mstep: Class 12 contains 11241 members 
Mstep: Class 15 contains 29104 members 
Mstep: Class 19 contains 21393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648656.000000 Penalty: 36522.324219
Iteration 442Q: 12 clusters Score -7.464866e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 24192 members 
Mstep: Class 4 contains 6117 members 
Mstep: Class 5 contains 12551 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 183161 members 
Mstep: Class 8 contains 213953 members 
Mstep: Class 12 contains 11237 members 
Mstep: Class 15 contains 29097 members 
Mstep: Class 19 contains 21386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648704.000000 Penalty: 36522.324219
Iteration 443Q: 12 clusters Score -7.46487e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 24200 members 
Mstep: Class 4 contains 6110 members 
Mstep: Class 5 contains 12555 members 
Mstep: Class 6 contains 44002 members 
Mstep: Class 7 contains 182792 members 
Mstep: Class 8 contains 214007 members 
Mstep: Class 12 contains 11231 members 
Mstep: Class 15 contains 29099 members 
Mstep: Class 19 contains 21372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648984.000000 Penalty: 36522.324219
Iteration 444Q: 12 clusters Score -7.464898e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 24212 members 
Mstep: Class 4 contains 6104 members 
Mstep: Class 5 contains 12556 members 
Mstep: Class 6 contains 43982 members 
Mstep: Class 7 contains 182430 members 
Mstep: Class 8 contains 214054 members 
Mstep: Class 12 contains 11225 members 
Mstep: Class 15 contains 29102 members 
Mstep: Class 19 contains 21357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74649048.000000 Penalty: 36522.324219
Iteration 445Q: 12 clusters Score -7.464905e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 24226 members 
Mstep: Class 4 contains 6104 members 
Mstep: Class 5 contains 12554 members 
Mstep: Class 6 contains 43953 members 
Mstep: Class 7 contains 182096 members 
Mstep: Class 8 contains 214109 members 
Mstep: Class 12 contains 11211 members 
Mstep: Class 15 contains 29103 members 
Mstep: Class 19 contains 21349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648904.000000 Penalty: 36522.324219
Iteration 446Q: 12 clusters Score -7.46489e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 106243 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 24224 members 
Mstep: Class 4 contains 6103 members 
Mstep: Class 5 contains 12553 members 
Mstep: Class 6 contains 43936 members 
Mstep: Class 7 contains 181754 members 
Mstep: Class 8 contains 214186 members 
Mstep: Class 12 contains 11201 members 
Mstep: Class 15 contains 29108 members 
Mstep: Class 19 contains 21344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648896.000000 Penalty: 36522.324219
Iteration 447Q: 12 clusters Score -7.46489e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 106523 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 24224 members 
Mstep: Class 4 contains 6103 members 
Mstep: Class 5 contains 12548 members 
Mstep: Class 6 contains 43906 members 
Mstep: Class 7 contains 181469 members 
Mstep: Class 8 contains 214234 members 
Mstep: Class 12 contains 11199 members 
Mstep: Class 15 contains 29111 members 
Mstep: Class 19 contains 21336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648832.000000 Penalty: 36522.324219
Iteration 448Q: 12 clusters Score -7.464883e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 24218 members 
Mstep: Class 4 contains 6102 members 
Mstep: Class 5 contains 12553 members 
Mstep: Class 6 contains 43885 members 
Mstep: Class 7 contains 181204 members 
Mstep: Class 8 contains 214259 members 
Mstep: Class 12 contains 11197 members 
Mstep: Class 15 contains 29108 members 
Mstep: Class 19 contains 21338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648824.000000 Penalty: 36522.324219
Iteration 449Q: 12 clusters Score -7.464882e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 107028 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24221 members 
Mstep: Class 4 contains 6102 members 
Mstep: Class 5 contains 12551 members 
Mstep: Class 6 contains 43868 members 
Mstep: Class 7 contains 180925 members 
Mstep: Class 8 contains 214335 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 15 contains 29108 members 
Mstep: Class 19 contains 21332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648824.000000 Penalty: 36522.324219
Iteration 450Q: 12 clusters Score -7.464882e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 107290 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24224 members 
Mstep: Class 4 contains 6096 members 
Mstep: Class 5 contains 12554 members 
Mstep: Class 6 contains 43839 members 
Mstep: Class 7 contains 180689 members 
Mstep: Class 8 contains 214349 members 
Mstep: Class 12 contains 11173 members 
Mstep: Class 15 contains 29113 members 
Mstep: Class 19 contains 21327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648456.000000 Penalty: 36522.324219
Iteration 451Q: 12 clusters Score -7.464846e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 107501 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24218 members 
Mstep: Class 4 contains 6101 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 43793 members 
Mstep: Class 7 contains 180497 members 
Mstep: Class 8 contains 214404 members 
Mstep: Class 12 contains 11160 members 
Mstep: Class 15 contains 29117 members 
Mstep: Class 19 contains 21318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648480.000000 Penalty: 36522.324219
Iteration 452Q: 12 clusters Score -7.464848e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 107711 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24214 members 
Mstep: Class 4 contains 6104 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 43754 members 
Mstep: Class 7 contains 180305 members 
Mstep: Class 8 contains 214438 members 
Mstep: Class 12 contains 11155 members 
Mstep: Class 15 contains 29117 members 
Mstep: Class 19 contains 21311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648504.000000 Penalty: 36522.324219
Iteration 453Q: 12 clusters Score -7.46485e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 24220 members 
Mstep: Class 4 contains 6106 members 
Mstep: Class 5 contains 12551 members 
Mstep: Class 6 contains 43725 members 
Mstep: Class 7 contains 180132 members 
Mstep: Class 8 contains 214459 members 
Mstep: Class 12 contains 11144 members 
Mstep: Class 15 contains 29116 members 
Mstep: Class 19 contains 21309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648736.000000 Penalty: 36522.324219
Iteration 454Q: 12 clusters Score -7.464874e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108061 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24222 members 
Mstep: Class 4 contains 6102 members 
Mstep: Class 5 contains 12548 members 
Mstep: Class 6 contains 43687 members 
Mstep: Class 7 contains 179971 members 
Mstep: Class 8 contains 214490 members 
Mstep: Class 12 contains 11146 members 
Mstep: Class 15 contains 29119 members 
Mstep: Class 19 contains 21310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648800.000000 Penalty: 36522.324219
Iteration 455Q: 12 clusters Score -7.46488e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108216 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24226 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 5 contains 12541 members 
Mstep: Class 6 contains 43654 members 
Mstep: Class 7 contains 179780 members 
Mstep: Class 8 contains 214578 members 
Mstep: Class 12 contains 11144 members 
Mstep: Class 15 contains 29116 members 
Mstep: Class 19 contains 21302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648672.000000 Penalty: 36522.324219
Iteration 456Q: 12 clusters Score -7.464867e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108346 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 24247 members 
Mstep: Class 4 contains 6095 members 
Mstep: Class 5 contains 12539 members 
Mstep: Class 6 contains 43627 members 
Mstep: Class 7 contains 179615 members 
Mstep: Class 8 contains 214638 members 
Mstep: Class 12 contains 11134 members 
Mstep: Class 15 contains 29116 members 
Mstep: Class 19 contains 21300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648472.000000 Penalty: 36522.324219
Iteration 457Q: 12 clusters Score -7.464847e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108478 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 24265 members 
Mstep: Class 4 contains 6085 members 
Mstep: Class 5 contains 12549 members 
Mstep: Class 6 contains 43615 members 
Mstep: Class 7 contains 179434 members 
Mstep: Class 8 contains 214686 members 
Mstep: Class 12 contains 11123 members 
Mstep: Class 15 contains 29115 members 
Mstep: Class 19 contains 21305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648360.000000 Penalty: 36522.324219
Iteration 458Q: 12 clusters Score -7.464836e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24279 members 
Mstep: Class 4 contains 6074 members 
Mstep: Class 5 contains 12554 members 
Mstep: Class 6 contains 43599 members 
Mstep: Class 7 contains 179252 members 
Mstep: Class 8 contains 214775 members 
Mstep: Class 12 contains 11108 members 
Mstep: Class 15 contains 29115 members 
Mstep: Class 19 contains 21308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648472.000000 Penalty: 36522.324219
Iteration 459Q: 12 clusters Score -7.464847e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108669 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24280 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 12559 members 
Mstep: Class 6 contains 43576 members 
Mstep: Class 7 contains 179093 members 
Mstep: Class 8 contains 214890 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 15 contains 29115 members 
Mstep: Class 19 contains 21301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648392.000000 Penalty: 36522.324219
Iteration 460F: 12 clusters Score -7.464839e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108768 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24277 members 
Mstep: Class 4 contains 6054 members 
Mstep: Class 5 contains 12557 members 
Mstep: Class 6 contains 43567 members 
Mstep: Class 7 contains 178923 members 
Mstep: Class 8 contains 215010 members 
Mstep: Class 12 contains 11093 members 
Mstep: Class 15 contains 29108 members 
Mstep: Class 19 contains 21297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648264.000000 Penalty: 36522.324219
Iteration 461Q: 12 clusters Score -7.464826e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24273 members 
Mstep: Class 4 contains 6040 members 
Mstep: Class 5 contains 12558 members 
Mstep: Class 6 contains 43552 members 
Mstep: Class 7 contains 178778 members 
Mstep: Class 8 contains 215122 members 
Mstep: Class 12 contains 11086 members 
Mstep: Class 15 contains 29107 members 
Mstep: Class 19 contains 21285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648232.000000 Penalty: 36522.324219
Iteration 462Q: 12 clusters Score -7.464823e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 24276 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 12559 members 
Mstep: Class 6 contains 43546 members 
Mstep: Class 7 contains 178649 members 
Mstep: Class 8 contains 215167 members 
Mstep: Class 12 contains 11087 members 
Mstep: Class 15 contains 29106 members 
Mstep: Class 19 contains 21287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648312.000000 Penalty: 36522.324219
Iteration 463Q: 12 clusters Score -7.464831e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 24269 members 
Mstep: Class 4 contains 6023 members 
Mstep: Class 5 contains 12554 members 
Mstep: Class 6 contains 43539 members 
Mstep: Class 7 contains 178542 members 
Mstep: Class 8 contains 215203 members 
Mstep: Class 12 contains 11082 members 
Mstep: Class 15 contains 29103 members 
Mstep: Class 19 contains 21292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648432.000000 Penalty: 36522.324219
Iteration 464Q: 12 clusters Score -7.464843e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109137 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 24263 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 12552 members 
Mstep: Class 6 contains 43529 members 
Mstep: Class 7 contains 178435 members 
Mstep: Class 8 contains 215247 members 
Mstep: Class 12 contains 11077 members 
Mstep: Class 15 contains 29105 members 
Mstep: Class 19 contains 21293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648480.000000 Penalty: 36522.324219
Iteration 465Q: 12 clusters Score -7.464848e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109187 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 24257 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 12547 members 
Mstep: Class 6 contains 43507 members 
Mstep: Class 7 contains 178332 members 
Mstep: Class 8 contains 215345 members 
Mstep: Class 12 contains 11074 members 
Mstep: Class 15 contains 29106 members 
Mstep: Class 19 contains 21289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648552.000000 Penalty: 36522.324219
Iteration 466Q: 12 clusters Score -7.464855e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 24254 members 
Mstep: Class 4 contains 6001 members 
Mstep: Class 5 contains 12544 members 
Mstep: Class 6 contains 43491 members 
Mstep: Class 7 contains 178230 members 
Mstep: Class 8 contains 215447 members 
Mstep: Class 12 contains 11073 members 
Mstep: Class 15 contains 29107 members 
Mstep: Class 19 contains 21283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648528.000000 Penalty: 36522.324219
Iteration 467Q: 12 clusters Score -7.464853e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109256 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24243 members 
Mstep: Class 4 contains 5989 members 
Mstep: Class 5 contains 12541 members 
Mstep: Class 6 contains 43481 members 
Mstep: Class 7 contains 178154 members 
Mstep: Class 8 contains 215534 members 
Mstep: Class 12 contains 11071 members 
Mstep: Class 15 contains 29108 members 
Mstep: Class 19 contains 21277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648648.000000 Penalty: 36522.324219
Iteration 468Q: 12 clusters Score -7.464865e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109297 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 24244 members 
Mstep: Class 4 contains 5977 members 
Mstep: Class 5 contains 12543 members 
Mstep: Class 6 contains 43469 members 
Mstep: Class 7 contains 178068 members 
Mstep: Class 8 contains 215603 members 
Mstep: Class 12 contains 11070 members 
Mstep: Class 15 contains 29108 members 
Mstep: Class 19 contains 21276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648544.000000 Penalty: 36522.324219
Iteration 469Q: 12 clusters Score -7.464854e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109335 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 24243 members 
Mstep: Class 4 contains 5973 members 
Mstep: Class 5 contains 12539 members 
Mstep: Class 6 contains 43461 members 
Mstep: Class 7 contains 177987 members 
Mstep: Class 8 contains 215670 members 
Mstep: Class 12 contains 11068 members 
Mstep: Class 15 contains 29111 members 
Mstep: Class 19 contains 21267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648512.000000 Penalty: 36522.324219
Iteration 470Q: 12 clusters Score -7.464851e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109357 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 24241 members 
Mstep: Class 4 contains 5964 members 
Mstep: Class 5 contains 12536 members 
Mstep: Class 6 contains 43450 members 
Mstep: Class 7 contains 177907 members 
Mstep: Class 8 contains 215764 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 15 contains 29111 members 
Mstep: Class 19 contains 21259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648488.000000 Penalty: 36522.324219
Iteration 471Q: 12 clusters Score -7.464849e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24241 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 12538 members 
Mstep: Class 6 contains 43437 members 
Mstep: Class 7 contains 177810 members 
Mstep: Class 8 contains 215867 members 
Mstep: Class 12 contains 11063 members 
Mstep: Class 15 contains 29112 members 
Mstep: Class 19 contains 21250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648400.000000 Penalty: 36522.324219
Iteration 472Q: 12 clusters Score -7.46484e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109401 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24239 members 
Mstep: Class 4 contains 5952 members 
Mstep: Class 5 contains 12538 members 
Mstep: Class 6 contains 43431 members 
Mstep: Class 7 contains 177729 members 
Mstep: Class 8 contains 215940 members 
Mstep: Class 12 contains 11063 members 
Mstep: Class 15 contains 29113 members 
Mstep: Class 19 contains 21250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648392.000000 Penalty: 36522.324219
Iteration 473Q: 12 clusters Score -7.464839e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109419 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24238 members 
Mstep: Class 4 contains 5948 members 
Mstep: Class 5 contains 12540 members 
Mstep: Class 6 contains 43426 members 
Mstep: Class 7 contains 177686 members 
Mstep: Class 8 contains 215979 members 
Mstep: Class 12 contains 11062 members 
Mstep: Class 15 contains 29112 members 
Mstep: Class 19 contains 21246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648368.000000 Penalty: 36522.324219
Iteration 474Q: 12 clusters Score -7.464837e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109459 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24236 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 12544 members 
Mstep: Class 6 contains 43432 members 
Mstep: Class 7 contains 177636 members 
Mstep: Class 8 contains 215999 members 
Mstep: Class 12 contains 11064 members 
Mstep: Class 15 contains 29106 members 
Mstep: Class 19 contains 21239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648272.000000 Penalty: 36522.324219
Iteration 475Q: 12 clusters Score -7.464827e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109500 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24245 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 43425 members 
Mstep: Class 7 contains 177581 members 
Mstep: Class 8 contains 216020 members 
Mstep: Class 12 contains 11062 members 
Mstep: Class 15 contains 29104 members 
Mstep: Class 19 contains 21234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648272.000000 Penalty: 36522.324219
Iteration 476Q: 12 clusters Score -7.464827e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109501 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24246 members 
Mstep: Class 4 contains 5935 members 
Mstep: Class 5 contains 12546 members 
Mstep: Class 6 contains 43430 members 
Mstep: Class 7 contains 177527 members 
Mstep: Class 8 contains 216071 members 
Mstep: Class 12 contains 11064 members 
Mstep: Class 15 contains 29107 members 
Mstep: Class 19 contains 21229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648280.000000 Penalty: 36522.324219
Iteration 477Q: 12 clusters Score -7.464828e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109507 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24244 members 
Mstep: Class 4 contains 5932 members 
Mstep: Class 5 contains 12542 members 
Mstep: Class 6 contains 43419 members 
Mstep: Class 7 contains 177496 members 
Mstep: Class 8 contains 216127 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 15 contains 29108 members 
Mstep: Class 19 contains 21224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648208.000000 Penalty: 36522.324219
Iteration 478Q: 12 clusters Score -7.464821e+07 nChanged 451
Entering ConstructFrom: 
Score: -74648208.000000 Penalty: 36522.324219
Entering ConstructFrom: 
Trying to split cluster 1 (109503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109503 members 
Entering Unmasked Estep 
Score: -12816391.000000 Penalty: 2877.719482
	Iteration 0F: 2 clusters Score -1.281639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -12743160.000000 Penalty: 5755.438965
	Iteration 0F: 3 clusters Score -1.274316e+07 nChanged 51744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -12773014.000000 Penalty: 5755.438965
	Iteration 1F: 3 clusters Score -1.277301e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -12774347.000000 Penalty: 5755.438965
	Iteration 2Q: 3 clusters Score -1.277435e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -12776872.000000 Penalty: 5755.438965
	Iteration 3Q: 3 clusters Score -1.277687e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -12781386.000000 Penalty: 5755.438965
	Iteration 4F: 3 clusters Score -1.278139e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -12789089.000000 Penalty: 5755.438965
	Iteration 5F: 3 clusters Score -1.278909e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -12798887.000000 Penalty: 5755.438965
	Iteration 6F: 3 clusters Score -1.279889e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 92595 members 
Entering Unmasked Estep 
Score: -12807347.000000 Penalty: 5755.438965
	Iteration 7F: 3 clusters Score -1.280735e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 96214 members 
Entering Unmasked Estep 
Score: -12812651.000000 Penalty: 5755.438965
	Iteration 8Q: 3 clusters Score -1.281265e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 97634 members 
Entering Unmasked Estep 
Score: -12814981.000000 Penalty: 5755.438965
	Iteration 9Q: 3 clusters Score -1.281498e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 98261 members 
Entering Unmasked Estep 
Score: -12815717.000000 Penalty: 5755.438965
	Iteration 10Q: 3 clusters Score -1.281572e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 98694 members 
Entering Unmasked Estep 
Score: -12815926.000000 Penalty: 5755.438965
	Iteration 11Q: 3 clusters Score -1.281593e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -12816122.000000 Penalty: 5755.438965
	Iteration 12Q: 3 clusters Score -1.281612e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
Score: -12816231.000000 Penalty: 5755.438965
	Iteration 13Q: 3 clusters Score -1.281623e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 99518 members 
Entering Unmasked Estep 
Score: -12816336.000000 Penalty: 5755.438965
	Iteration 14Q: 3 clusters Score -1.281634e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -12816378.000000 Penalty: 5755.438965
	Iteration 15Q: 3 clusters Score -1.281638e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 99878 members 
Entering Unmasked Estep 
Score: -12816404.000000 Penalty: 5755.438965
	Iteration 16Q: 3 clusters Score -1.28164e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 100032 members 
Entering Unmasked Estep 
Score: -12816466.000000 Penalty: 5755.438965
	Iteration 17Q: 3 clusters Score -1.281647e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -12816500.000000 Penalty: 5755.438965
	Iteration 18Q: 3 clusters Score -1.28165e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 100307 members 
Entering Unmasked Estep 
Score: -12816531.000000 Penalty: 5755.438965
	Iteration 19Q: 3 clusters Score -1.281653e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -12816543.000000 Penalty: 5755.438965
	Iteration 20F: 3 clusters Score -1.281654e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 100521 members 
Entering Unmasked Estep 
Score: -12816556.000000 Penalty: 5755.438965
	Iteration 21Q: 3 clusters Score -1.281656e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 100611 members 
Entering Unmasked Estep 
Score: -12816567.000000 Penalty: 5755.438965
	Iteration 22Q: 3 clusters Score -1.281657e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -12816563.000000 Penalty: 5755.438965
	Iteration 23Q: 3 clusters Score -1.281656e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 100780 members 
Entering Unmasked Estep 
Score: -12816583.000000 Penalty: 5755.438965
	Iteration 24Q: 3 clusters Score -1.281658e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -12816570.000000 Penalty: 5755.438965
	Iteration 25Q: 3 clusters Score -1.281657e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -12816590.000000 Penalty: 5755.438965
	Iteration 26Q: 3 clusters Score -1.281659e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -12816587.000000 Penalty: 5755.438965
	Iteration 27Q: 3 clusters Score -1.281659e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -12816599.000000 Penalty: 5755.438965
	Iteration 28Q: 3 clusters Score -1.28166e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -12816584.000000 Penalty: 5755.438965
	Iteration 29Q: 3 clusters Score -1.281658e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 101070 members 
Entering Unmasked Estep 
Score: -12816590.000000 Penalty: 5755.438965
	Iteration 30Q: 3 clusters Score -1.281659e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 101120 members 
Entering Unmasked Estep 
Score: -12816576.000000 Penalty: 5755.438965
	Iteration 31Q: 3 clusters Score -1.281658e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -12816585.000000 Penalty: 5755.438965
	Iteration 32Q: 3 clusters Score -1.281658e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -12816571.000000 Penalty: 5755.438965
	Iteration 33Q: 3 clusters Score -1.281657e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -12816580.000000 Penalty: 5755.438965
	Iteration 34Q: 3 clusters Score -1.281658e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 101299 members 
Entering Unmasked Estep 
Score: -12816563.000000 Penalty: 5755.438965
	Iteration 35Q: 3 clusters Score -1.281656e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -12816567.000000 Penalty: 5755.438965
	Iteration 36Q: 3 clusters Score -1.281657e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 101384 members 
Entering Unmasked Estep 
Score: -12816584.000000 Penalty: 5755.438965
	Iteration 37Q: 3 clusters Score -1.281658e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -12816612.000000 Penalty: 5755.438965
	Iteration 38Q: 3 clusters Score -1.281661e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 101465 members 
Entering Unmasked Estep 
Score: -12816600.000000 Penalty: 5755.438965
	Iteration 39Q: 3 clusters Score -1.28166e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -12816620.000000 Penalty: 5755.438965
	Iteration 40F: 3 clusters Score -1.281662e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 101535 members 
Entering Unmasked Estep 
Score: -12816621.000000 Penalty: 5755.438965
	Iteration 41Q: 3 clusters Score -1.281662e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 101559 members 
Entering Unmasked Estep 
Score: -12816604.000000 Penalty: 5755.438965
	Iteration 42Q: 3 clusters Score -1.28166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 101588 members 
Entering Unmasked Estep 
Score: -12816612.000000 Penalty: 5755.438965
	Iteration 43Q: 3 clusters Score -1.281661e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 101626 members 
Entering Unmasked Estep 
Score: -12816613.000000 Penalty: 5755.438965
	Iteration 44Q: 3 clusters Score -1.281661e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -12816631.000000 Penalty: 5755.438965
	Iteration 45Q: 3 clusters Score -1.281663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 101689 members 
Entering Unmasked Estep 
Score: -12816638.000000 Penalty: 5755.438965
	Iteration 46Q: 3 clusters Score -1.281664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 101714 members 
Entering Unmasked Estep 
Score: -12816626.000000 Penalty: 5755.438965
	Iteration 47Q: 3 clusters Score -1.281663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -12816625.000000 Penalty: 5755.438965
	Iteration 48Q: 3 clusters Score -1.281662e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 101767 members 
Entering Unmasked Estep 
Score: -12816619.000000 Penalty: 5755.438965
	Iteration 49Q: 3 clusters Score -1.281662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 101786 members 
Entering Unmasked Estep 
Score: -12816623.000000 Penalty: 5755.438965
	Iteration 50Q: 3 clusters Score -1.281662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 101814 members 
Entering Unmasked Estep 
Score: -12816640.000000 Penalty: 5755.438965
	Iteration 51Q: 3 clusters Score -1.281664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 101838 members 
Entering Unmasked Estep 
Score: -12816634.000000 Penalty: 5755.438965
	Iteration 52Q: 3 clusters Score -1.281663e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 101864 members 
Entering Unmasked Estep 
Score: -12816619.000000 Penalty: 5755.438965
	Iteration 53Q: 3 clusters Score -1.281662e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 101889 members 
Entering Unmasked Estep 
Score: -12816609.000000 Penalty: 5755.438965
	Iteration 54Q: 3 clusters Score -1.281661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 101917 members 
Entering Unmasked Estep 
Score: -12816631.000000 Penalty: 5755.438965
	Iteration 55Q: 3 clusters Score -1.281663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 101939 members 
Entering Unmasked Estep 
Score: -12816638.000000 Penalty: 5755.438965
	Iteration 56Q: 3 clusters Score -1.281664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 101959 members 
Entering Unmasked Estep 
Score: -12816628.000000 Penalty: 5755.438965
	Iteration 57Q: 3 clusters Score -1.281663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 101975 members 
Entering Unmasked Estep 
Score: -12816632.000000 Penalty: 5755.438965
	Iteration 58Q: 3 clusters Score -1.281663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 101992 members 
Entering Unmasked Estep 
Score: -12816626.000000 Penalty: 5755.438965
	Iteration 59Q: 3 clusters Score -1.281663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 102000 members 
Entering Unmasked Estep 
Score: -12816621.000000 Penalty: 5755.438965
	Iteration 60F: 3 clusters Score -1.281662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 102006 members 
Entering Unmasked Estep 
Score: -12816627.000000 Penalty: 5755.438965
	Iteration 61Q: 3 clusters Score -1.281663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 102014 members 
Entering Unmasked Estep 
Score: -12816630.000000 Penalty: 5755.438965
	Iteration 62Q: 3 clusters Score -1.281663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 102020 members 
Entering Unmasked Estep 
Score: -12816621.000000 Penalty: 5755.438965
	Iteration 63Q: 3 clusters Score -1.281662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 102027 members 
Entering Unmasked Estep 
Score: -12816622.000000 Penalty: 5755.438965
	Iteration 64Q: 3 clusters Score -1.281662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 102034 members 
Entering Unmasked Estep 
Score: -12816624.000000 Penalty: 5755.438965
	Iteration 65Q: 3 clusters Score -1.281662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 102042 members 
Entering Unmasked Estep 
Score: -12816620.000000 Penalty: 5755.438965
	Iteration 66Q: 3 clusters Score -1.281662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -12816605.000000 Penalty: 5755.438965
	Iteration 67Q: 3 clusters Score -1.28166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 102063 members 
Entering Unmasked Estep 
Score: -12816617.000000 Penalty: 5755.438965
	Iteration 68Q: 3 clusters Score -1.281662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 102076 members 
Entering Unmasked Estep 
Score: -12816636.000000 Penalty: 5755.438965
	Iteration 69Q: 3 clusters Score -1.281664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -12816636.000000 Penalty: 5755.438965
	Iteration 70Q: 3 clusters Score -1.281664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 102099 members 
Entering Unmasked Estep 
Score: -12816638.000000 Penalty: 5755.438965
	Iteration 71Q: 3 clusters Score -1.281664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 102111 members 
Entering Unmasked Estep 
Score: -12816637.000000 Penalty: 5755.438965
	Iteration 72Q: 3 clusters Score -1.281664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 102127 members 
Entering Unmasked Estep 
Score: -12816651.000000 Penalty: 5755.438965
	Iteration 73Q: 3 clusters Score -1.281665e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 102146 members 
Entering Unmasked Estep 
Score: -12816633.000000 Penalty: 5755.438965
	Iteration 74Q: 3 clusters Score -1.281663e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 102161 members 
Entering Unmasked Estep 
Score: -12816622.000000 Penalty: 5755.438965
	Iteration 75Q: 3 clusters Score -1.281662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 102177 members 
Entering Unmasked Estep 
Score: -12816621.000000 Penalty: 5755.438965
	Iteration 76Q: 3 clusters Score -1.281662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 102187 members 
Entering Unmasked Estep 
Score: -12816629.000000 Penalty: 5755.438965
	Iteration 77Q: 3 clusters Score -1.281663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
Score: -12816618.000000 Penalty: 5755.438965
	Iteration 78Q: 3 clusters Score -1.281662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 102205 members 
Entering Unmasked Estep 
Score: -12816619.000000 Penalty: 5755.438965
	Iteration 79Q: 3 clusters Score -1.281662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 102216 members 
Entering Unmasked Estep 
Score: -12816634.000000 Penalty: 5755.438965
	Iteration 80F: 3 clusters Score -1.281663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 102224 members 
Entering Unmasked Estep 
Score: -12816610.000000 Penalty: 5755.438965
	Iteration 81Q: 3 clusters Score -1.281661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 102239 members 
Entering Unmasked Estep 
Score: -12816608.000000 Penalty: 5755.438965
	Iteration 82Q: 3 clusters Score -1.281661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -12816613.000000 Penalty: 5755.438965
	Iteration 83Q: 3 clusters Score -1.281661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 102268 members 
Entering Unmasked Estep 
Score: -12816612.000000 Penalty: 5755.438965
	Iteration 84Q: 3 clusters Score -1.281661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 102278 members 
Entering Unmasked Estep 
Score: -12816612.000000 Penalty: 5755.438965
	Iteration 85Q: 3 clusters Score -1.281661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 102286 members 
Entering Unmasked Estep 
Score: -12816591.000000 Penalty: 5755.438965
	Iteration 86Q: 3 clusters Score -1.281659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 102299 members 
Entering Unmasked Estep 
Score: -12816606.000000 Penalty: 5755.438965
	Iteration 87Q: 3 clusters Score -1.281661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 102310 members 
Entering Unmasked Estep 
Score: -12816613.000000 Penalty: 5755.438965
	Iteration 88Q: 3 clusters Score -1.281661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 102322 members 
Entering Unmasked Estep 
Score: -12816612.000000 Penalty: 5755.438965
	Iteration 89Q: 3 clusters Score -1.281661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 102327 members 
Entering Unmasked Estep 
Score: -12816618.000000 Penalty: 5755.438965
	Iteration 90Q: 3 clusters Score -1.281662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -12816619.000000 Penalty: 5755.438965
	Iteration 91Q: 3 clusters Score -1.281662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 102336 members 
Entering Unmasked Estep 
Score: -12816618.000000 Penalty: 5755.438965
	Iteration 92Q: 3 clusters Score -1.281662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 102338 members 
Entering Unmasked Estep 
Score: -12816618.000000 Penalty: 5755.438965
	Iteration 93Q: 3 clusters Score -1.281662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 102341 members 
Entering Unmasked Estep 
Score: -12816617.000000 Penalty: 5755.438965
	Iteration 94Q: 3 clusters Score -1.281662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 102342 members 
Entering Unmasked Estep 
Score: -12816617.000000 Penalty: 5755.438965
	Iteration 95Q: 3 clusters Score -1.281662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 102342 members 
Entering Unmasked Estep 
Score: -12816617.000000 Penalty: 5755.438965
	Iteration 96F: 3 clusters Score -1.281662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24240 members 
Mstep: Class 4 contains 5930 members 
Mstep: Class 5 contains 12540 members 
Mstep: Class 6 contains 43414 members 
Mstep: Class 7 contains 177481 members 
Mstep: Class 8 contains 216162 members 
Mstep: Class 9 contains 102342 members 
Mstep: Class 12 contains 11053 members 
Mstep: Class 15 contains 29111 members 
Mstep: Class 19 contains 21222 members 
Entering Unmasked Estep 
Score: -74647704.000000 Penalty: 39842.535156
Splitting cluster 1 changes total score from -74648208.000000 to -74647704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -144298.265625 Penalty: 1801.999878
	Iteration 0F: 2 clusters Score -144298.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -142276.734375 Penalty: 3603.999756
	Iteration 0F: 3 clusters Score -142276.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -143369.406250 Penalty: 3603.999756
	Iteration 1F: 3 clusters Score -143369.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -144041.875000 Penalty: 3603.999756
	Iteration 2F: 3 clusters Score -144041.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144388.109375 Penalty: 3603.999756
	Iteration 3F: 3 clusters Score -144388.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -144514.187500 Penalty: 3603.999756
	Iteration 4Q: 3 clusters Score -144514.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -144585.453125 Penalty: 3603.999756
	Iteration 5Q: 3 clusters Score -144585.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -144737.843750 Penalty: 3603.999756
	Iteration 6Q: 3 clusters Score -144737.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -144820.062500 Penalty: 3603.999756
	Iteration 7Q: 3 clusters Score -144820.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -144865.968750 Penalty: 3603.999756
	Iteration 8Q: 3 clusters Score -144866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -144895.546875 Penalty: 3603.999756
	Iteration 9Q: 3 clusters Score -144895.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -144907.812500 Penalty: 3603.999756
	Iteration 10Q: 3 clusters Score -144907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -144912.234375 Penalty: 3603.999756
	Iteration 11Q: 3 clusters Score -144912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -144915.703125 Penalty: 3603.999756
	Iteration 12Q: 3 clusters Score -144915.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -144915.703125 Penalty: 3603.999756
	Iteration 13F: 3 clusters Score -144915.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109503 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 24240 members 
Mstep: Class 4 contains 5930 members 
Mstep: Class 5 contains 12540 members 
Mstep: Class 6 contains 43414 members 
Mstep: Class 7 contains 177481 members 
Mstep: Class 8 contains 216162 members 
Mstep: Class 9 contains 1078 members 
Mstep: Class 12 contains 11053 members 
Mstep: Class 15 contains 29111 members 
Mstep: Class 19 contains 21222 members 
Entering Unmasked Estep 
Score: -74647328.000000 Penalty: 39842.535156
Splitting cluster 2 changes total score from -74648208.000000 to -74647328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (24240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Entering Unmasked Estep 
Score: -2843032.250000 Penalty: 2503.748291
	Iteration 0F: 2 clusters Score -2843032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2826130.000000 Penalty: 5007.496582
	Iteration 0F: 3 clusters Score -2826130 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2831979.500000 Penalty: 5007.496582
	Iteration 1F: 3 clusters Score -2831980 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2832380.500000 Penalty: 5007.496582
	Iteration 2F: 3 clusters Score -2832380 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2832733.250000 Penalty: 5007.496582
	Iteration 3Q: 3 clusters Score -2832733 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2833124.000000 Penalty: 5007.496582
	Iteration 4Q: 3 clusters Score -2833124 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2833627.000000 Penalty: 5007.496582
	Iteration 5Q: 3 clusters Score -2833627 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2834336.750000 Penalty: 5007.496582
	Iteration 6F: 3 clusters Score -2834337 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2835401.750000 Penalty: 5007.496582
	Iteration 7F: 3 clusters Score -2835402 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2836814.000000 Penalty: 5007.496582
	Iteration 8F: 3 clusters Score -2836814 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2838366.000000 Penalty: 5007.496582
	Iteration 9F: 3 clusters Score -2838366 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2839729.750000 Penalty: 5007.496582
	Iteration 10F: 3 clusters Score -2839730 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2840637.000000 Penalty: 5007.496582
	Iteration 11Q: 3 clusters Score -2840637 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2841206.500000 Penalty: 5007.496582
	Iteration 12Q: 3 clusters Score -2841206 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -2841413.750000 Penalty: 5007.496582
	Iteration 13Q: 3 clusters Score -2841414 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2841517.250000 Penalty: 5007.496582
	Iteration 14Q: 3 clusters Score -2841517 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -2841560.750000 Penalty: 5007.496582
	Iteration 15Q: 3 clusters Score -2841561 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2841585.000000 Penalty: 5007.496582
	Iteration 16Q: 3 clusters Score -2841585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2841594.000000 Penalty: 5007.496582
	Iteration 17Q: 3 clusters Score -2841594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -2841610.500000 Penalty: 5007.496582
	Iteration 18Q: 3 clusters Score -2841610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2841615.250000 Penalty: 5007.496582
	Iteration 19Q: 3 clusters Score -2841615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -2841620.000000 Penalty: 5007.496582
	Iteration 20F: 3 clusters Score -2841620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -2841625.500000 Penalty: 5007.496582
	Iteration 21Q: 3 clusters Score -2841626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2841632.500000 Penalty: 5007.496582
	Iteration 22Q: 3 clusters Score -2841632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2841634.000000 Penalty: 5007.496582
	Iteration 23Q: 3 clusters Score -2841634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2841632.750000 Penalty: 5007.496582
	Iteration 24Q: 3 clusters Score -2841633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2841634.750000 Penalty: 5007.496582
	Iteration 25Q: 3 clusters Score -2841635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2841640.500000 Penalty: 5007.496582
	Iteration 26Q: 3 clusters Score -2841640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2841639.250000 Penalty: 5007.496582
	Iteration 27Q: 3 clusters Score -2841639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -2841635.500000 Penalty: 5007.496582
	Iteration 28Q: 3 clusters Score -2841636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -2841641.750000 Penalty: 5007.496582
	Iteration 29Q: 3 clusters Score -2841642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2841645.750000 Penalty: 5007.496582
	Iteration 30Q: 3 clusters Score -2841646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2841646.500000 Penalty: 5007.496582
	Iteration 31Q: 3 clusters Score -2841646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2841646.750000 Penalty: 5007.496582
	Iteration 32Q: 3 clusters Score -2841647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2841648.000000 Penalty: 5007.496582
	Iteration 33Q: 3 clusters Score -2841648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2841648.000000 Penalty: 5007.496582
	Iteration 34F: 3 clusters Score -2841648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -687633.812500 Penalty: 2154.569336
	Iteration 0F: 2 clusters Score -687633.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -682491.625000 Penalty: 4309.138672
	Iteration 0F: 3 clusters Score -682491.6 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -683772.562500 Penalty: 4309.138672
	Iteration 1F: 3 clusters Score -683772.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -684046.812500 Penalty: 4309.138672
	Iteration 2F: 3 clusters Score -684046.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -684222.812500 Penalty: 4309.138672
	Iteration 3F: 3 clusters Score -684222.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -684324.812500 Penalty: 4309.138672
	Iteration 4Q: 3 clusters Score -684324.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -684397.187500 Penalty: 4309.138672
	Iteration 5Q: 3 clusters Score -684397.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -684461.250000 Penalty: 4309.138672
	Iteration 6Q: 3 clusters Score -684461.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -684520.125000 Penalty: 4309.138672
	Iteration 7Q: 3 clusters Score -684520.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -684561.500000 Penalty: 4309.138672
	Iteration 8Q: 3 clusters Score -684561.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -684603.500000 Penalty: 4309.138672
	Iteration 9Q: 3 clusters Score -684603.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -684649.437500 Penalty: 4309.138672
	Iteration 10Q: 3 clusters Score -684649.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -684715.187500 Penalty: 4309.138672
	Iteration 11Q: 3 clusters Score -684715.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -684785.062500 Penalty: 4309.138672
	Iteration 12Q: 3 clusters Score -684785.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -684856.625000 Penalty: 4309.138672
	Iteration 13Q: 3 clusters Score -684856.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -684945.875000 Penalty: 4309.138672
	Iteration 14Q: 3 clusters Score -684945.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -685060.562500 Penalty: 4309.138672
	Iteration 15Q: 3 clusters Score -685060.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -685185.437500 Penalty: 4309.138672
	Iteration 16Q: 3 clusters Score -685185.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -685306.625000 Penalty: 4309.138672
	Iteration 17Q: 3 clusters Score -685306.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -685418.562500 Penalty: 4309.138672
	Iteration 18Q: 3 clusters Score -685418.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -685508.937500 Penalty: 4309.138672
	Iteration 19Q: 3 clusters Score -685508.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -685592.500000 Penalty: 4309.138672
	Iteration 20F: 3 clusters Score -685592.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -685669.125000 Penalty: 4309.138672
	Iteration 21Q: 3 clusters Score -685669.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -685751.437500 Penalty: 4309.138672
	Iteration 22Q: 3 clusters Score -685751.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -685828.500000 Penalty: 4309.138672
	Iteration 23Q: 3 clusters Score -685828.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -685903.000000 Penalty: 4309.138672
	Iteration 24Q: 3 clusters Score -685903 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -685983.250000 Penalty: 4309.138672
	Iteration 25Q: 3 clusters Score -685983.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -686065.812500 Penalty: 4309.138672
	Iteration 26Q: 3 clusters Score -686065.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -686139.937500 Penalty: 4309.138672
	Iteration 27Q: 3 clusters Score -686139.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -686201.125000 Penalty: 4309.138672
	Iteration 28Q: 3 clusters Score -686201.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -686255.250000 Penalty: 4309.138672
	Iteration 29Q: 3 clusters Score -686255.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -686311.750000 Penalty: 4309.138672
	Iteration 30Q: 3 clusters Score -686311.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -686377.250000 Penalty: 4309.138672
	Iteration 31Q: 3 clusters Score -686377.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -686431.625000 Penalty: 4309.138672
	Iteration 32Q: 3 clusters Score -686431.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -686471.062500 Penalty: 4309.138672
	Iteration 33Q: 3 clusters Score -686471.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -686508.187500 Penalty: 4309.138672
	Iteration 34Q: 3 clusters Score -686508.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -686535.187500 Penalty: 4309.138672
	Iteration 35Q: 3 clusters Score -686535.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -686552.437500 Penalty: 4309.138672
	Iteration 36Q: 3 clusters Score -686552.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -686561.625000 Penalty: 4309.138672
	Iteration 37Q: 3 clusters Score -686561.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -686570.000000 Penalty: 4309.138672
	Iteration 38Q: 3 clusters Score -686570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -686578.187500 Penalty: 4309.138672
	Iteration 39Q: 3 clusters Score -686578.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -686580.875000 Penalty: 4309.138672
	Iteration 40F: 3 clusters Score -686580.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -686583.125000 Penalty: 4309.138672
	Iteration 41Q: 3 clusters Score -686583.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -686583.875000 Penalty: 4309.138672
	Iteration 42Q: 3 clusters Score -686583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -686584.062500 Penalty: 4309.138672
	Iteration 43Q: 3 clusters Score -686584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -686586.000000 Penalty: 4309.138672
	Iteration 44Q: 3 clusters Score -686586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -686586.000000 Penalty: 4309.138672
	Iteration 45F: 3 clusters Score -686586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Entering Unmasked Estep 
Score: -1484246.000000 Penalty: 2340.296387
	Iteration 0F: 2 clusters Score -1484246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1475022.250000 Penalty: 4680.592773
	Iteration 0F: 3 clusters Score -1475022 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1477661.625000 Penalty: 4680.592773
	Iteration 1F: 3 clusters Score -1477662 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1477984.875000 Penalty: 4680.592773
	Iteration 2F: 3 clusters Score -1477985 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1478243.625000 Penalty: 4680.592773
	Iteration 3Q: 3 clusters Score -1478244 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1478456.875000 Penalty: 4680.592773
	Iteration 4Q: 3 clusters Score -1478457 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1478647.875000 Penalty: 4680.592773
	Iteration 5Q: 3 clusters Score -1478648 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1478790.125000 Penalty: 4680.592773
	Iteration 6Q: 3 clusters Score -1478790 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1478931.000000 Penalty: 4680.592773
	Iteration 7Q: 3 clusters Score -1478931 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1479068.625000 Penalty: 4680.592773
	Iteration 8Q: 3 clusters Score -1479069 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1479169.375000 Penalty: 4680.592773
	Iteration 9Q: 3 clusters Score -1479169 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1479254.375000 Penalty: 4680.592773
	Iteration 10Q: 3 clusters Score -1479254 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1479328.750000 Penalty: 4680.592773
	Iteration 11Q: 3 clusters Score -1479329 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1479410.375000 Penalty: 4680.592773
	Iteration 12Q: 3 clusters Score -1479410 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1479484.625000 Penalty: 4680.592773
	Iteration 13Q: 3 clusters Score -1479485 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1479556.750000 Penalty: 4680.592773
	Iteration 14Q: 3 clusters Score -1479557 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1479627.125000 Penalty: 4680.592773
	Iteration 15Q: 3 clusters Score -1479627 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1479705.875000 Penalty: 4680.592773
	Iteration 16Q: 3 clusters Score -1479706 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1479797.875000 Penalty: 4680.592773
	Iteration 17Q: 3 clusters Score -1479798 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1479899.125000 Penalty: 4680.592773
	Iteration 18Q: 3 clusters Score -1479899 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1480063.000000 Penalty: 4680.592773
	Iteration 19Q: 3 clusters Score -1480063 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1480241.375000 Penalty: 4680.592773
	Iteration 20F: 3 clusters Score -1480241 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1480417.875000 Penalty: 4680.592773
	Iteration 21Q: 3 clusters Score -1480418 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1480603.125000 Penalty: 4680.592773
	Iteration 22Q: 3 clusters Score -1480603 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1480773.000000 Penalty: 4680.592773
	Iteration 23Q: 3 clusters Score -1480773 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1480919.500000 Penalty: 4680.592773
	Iteration 24Q: 3 clusters Score -1480920 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1481030.750000 Penalty: 4680.592773
	Iteration 25Q: 3 clusters Score -1481031 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1481095.500000 Penalty: 4680.592773
	Iteration 26Q: 3 clusters Score -1481096 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1481128.000000 Penalty: 4680.592773
	Iteration 27Q: 3 clusters Score -1481128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1481149.875000 Penalty: 4680.592773
	Iteration 28Q: 3 clusters Score -1481150 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1481159.875000 Penalty: 4680.592773
	Iteration 29Q: 3 clusters Score -1481160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1481178.875000 Penalty: 4680.592773
	Iteration 30Q: 3 clusters Score -1481179 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1481182.250000 Penalty: 4680.592773
	Iteration 31Q: 3 clusters Score -1481182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1481200.500000 Penalty: 4680.592773
	Iteration 32Q: 3 clusters Score -1481200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1481202.500000 Penalty: 4680.592773
	Iteration 33Q: 3 clusters Score -1481202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1481213.375000 Penalty: 4680.592773
	Iteration 34Q: 3 clusters Score -1481213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1481218.875000 Penalty: 4680.592773
	Iteration 35Q: 3 clusters Score -1481219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1481222.750000 Penalty: 4680.592773
	Iteration 36Q: 3 clusters Score -1481223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1481226.625000 Penalty: 4680.592773
	Iteration 37Q: 3 clusters Score -1481227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1481237.000000 Penalty: 4680.592773
	Iteration 38Q: 3 clusters Score -1481237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1481241.625000 Penalty: 4680.592773
	Iteration 39Q: 3 clusters Score -1481242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1481246.500000 Penalty: 4680.592773
	Iteration 40F: 3 clusters Score -1481246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1481247.750000 Penalty: 4680.592773
	Iteration 41Q: 3 clusters Score -1481248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1481243.625000 Penalty: 4680.592773
	Iteration 42Q: 3 clusters Score -1481244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1481246.500000 Penalty: 4680.592773
	Iteration 43Q: 3 clusters Score -1481246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1481251.750000 Penalty: 4680.592773
	Iteration 44Q: 3 clusters Score -1481252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1481252.750000 Penalty: 4680.592773
	Iteration 45Q: 3 clusters Score -1481253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1481251.250000 Penalty: 4680.592773
	Iteration 46Q: 3 clusters Score -1481251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1481253.000000 Penalty: 4680.592773
	Iteration 47Q: 3 clusters Score -1481253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1481251.250000 Penalty: 4680.592773
	Iteration 48Q: 3 clusters Score -1481251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1481251.125000 Penalty: 4680.592773
	Iteration 49Q: 3 clusters Score -1481251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1481256.125000 Penalty: 4680.592773
	Iteration 50Q: 3 clusters Score -1481256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1481255.375000 Penalty: 4680.592773
	Iteration 51Q: 3 clusters Score -1481255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1481256.500000 Penalty: 4680.592773
	Iteration 52Q: 3 clusters Score -1481256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1481255.000000 Penalty: 4680.592773
	Iteration 53Q: 3 clusters Score -1481255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1481258.875000 Penalty: 4680.592773
	Iteration 54Q: 3 clusters Score -1481259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1481259.375000 Penalty: 4680.592773
	Iteration 55Q: 3 clusters Score -1481259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1481258.375000 Penalty: 4680.592773
	Iteration 56Q: 3 clusters Score -1481258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1481259.500000 Penalty: 4680.592773
	Iteration 57Q: 3 clusters Score -1481260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1481259.125000 Penalty: 4680.592773
	Iteration 58Q: 3 clusters Score -1481259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1481257.625000 Penalty: 4680.592773
	Iteration 59Q: 3 clusters Score -1481258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1481257.625000 Penalty: 4680.592773
	Iteration 60F: 3 clusters Score -1481258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Entering Unmasked Estep 
Score: -4902303.500000 Penalty: 2648.277344
	Iteration 0F: 2 clusters Score -4902304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -4872873.000000 Penalty: 5296.554688
	Iteration 0F: 3 clusters Score -4872873 nChanged 19973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4884110.000000 Penalty: 5296.554688
	Iteration 1F: 3 clusters Score -4884110 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -4885233.500000 Penalty: 5296.554688
	Iteration 2Q: 3 clusters Score -4885234 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -4886697.000000 Penalty: 5296.554688
	Iteration 3F: 3 clusters Score -4886697 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -4888445.500000 Penalty: 5296.554688
	Iteration 4F: 3 clusters Score -4888446 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -4890327.000000 Penalty: 5296.554688
	Iteration 5F: 3 clusters Score -4890327 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -4892004.500000 Penalty: 5296.554688
	Iteration 6F: 3 clusters Score -4892004 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4893402.000000 Penalty: 5296.554688
	Iteration 7F: 3 clusters Score -4893402 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -4894433.500000 Penalty: 5296.554688
	Iteration 8F: 3 clusters Score -4894434 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -4895159.000000 Penalty: 5296.554688
	Iteration 9Q: 3 clusters Score -4895159 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -4895735.000000 Penalty: 5296.554688
	Iteration 10Q: 3 clusters Score -4895735 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4896238.000000 Penalty: 5296.554688
	Iteration 11Q: 3 clusters Score -4896238 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -4896758.000000 Penalty: 5296.554688
	Iteration 12Q: 3 clusters Score -4896758 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -4897325.000000 Penalty: 5296.554688
	Iteration 13Q: 3 clusters Score -4897325 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -4897970.500000 Penalty: 5296.554688
	Iteration 14Q: 3 clusters Score -4897970 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4898715.500000 Penalty: 5296.554688
	Iteration 15Q: 3 clusters Score -4898716 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4899602.000000 Penalty: 5296.554688
	Iteration 16Q: 3 clusters Score -4899602 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -4900472.500000 Penalty: 5296.554688
	Iteration 17Q: 3 clusters Score -4900472 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4901115.500000 Penalty: 5296.554688
	Iteration 18Q: 3 clusters Score -4901116 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4901533.000000 Penalty: 5296.554688
	Iteration 19Q: 3 clusters Score -4901533 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4901785.500000 Penalty: 5296.554688
	Iteration 20F: 3 clusters Score -4901786 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4901892.500000 Penalty: 5296.554688
	Iteration 21Q: 3 clusters Score -4901892 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4901967.000000 Penalty: 5296.554688
	Iteration 22Q: 3 clusters Score -4901967 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4902007.500000 Penalty: 5296.554688
	Iteration 23Q: 3 clusters Score -4902008 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4902041.000000 Penalty: 5296.554688
	Iteration 24Q: 3 clusters Score -4902041 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4902066.000000 Penalty: 5296.554688
	Iteration 25Q: 3 clusters Score -4902066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4902078.500000 Penalty: 5296.554688
	Iteration 26Q: 3 clusters Score -4902078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4902080.000000 Penalty: 5296.554688
	Iteration 27Q: 3 clusters Score -4902080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4902078.500000 Penalty: 5296.554688
	Iteration 28Q: 3 clusters Score -4902078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4902077.500000 Penalty: 5296.554688
	Iteration 29Q: 3 clusters Score -4902078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4902086.000000 Penalty: 5296.554688
	Iteration 30Q: 3 clusters Score -4902086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4902085.000000 Penalty: 5296.554688
	Iteration 31Q: 3 clusters Score -4902085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4902095.000000 Penalty: 5296.554688
	Iteration 32Q: 3 clusters Score -4902095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4902092.000000 Penalty: 5296.554688
	Iteration 33Q: 3 clusters Score -4902092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4902093.500000 Penalty: 5296.554688
	Iteration 34Q: 3 clusters Score -4902094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4902087.500000 Penalty: 5296.554688
	Iteration 35Q: 3 clusters Score -4902088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4902093.000000 Penalty: 5296.554688
	Iteration 36Q: 3 clusters Score -4902093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4902082.000000 Penalty: 5296.554688
	Iteration 37Q: 3 clusters Score -4902082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4902081.500000 Penalty: 5296.554688
	Iteration 38Q: 3 clusters Score -4902082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4902077.500000 Penalty: 5296.554688
	Iteration 39Q: 3 clusters Score -4902078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4902077.500000 Penalty: 5296.554688
	Iteration 40F: 3 clusters Score -4902078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (177481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177481 members 
Entering Unmasked Estep 
Score: -20610648.000000 Penalty: 2997.481445
	Iteration 0F: 2 clusters Score -2.061065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -20492340.000000 Penalty: 5994.962891
	Iteration 0F: 3 clusters Score -2.049234e+07 nChanged 85181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 90167 members 
Entering Unmasked Estep 
Score: -20544374.000000 Penalty: 5994.962891
	Iteration 1F: 3 clusters Score -2.054437e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -20547658.000000 Penalty: 5994.962891
	Iteration 2Q: 3 clusters Score -2.054766e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 91915 members 
Entering Unmasked Estep 
Score: -20553062.000000 Penalty: 5994.962891
	Iteration 3F: 3 clusters Score -2.055306e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 92552 members 
Entering Unmasked Estep 
Score: -20560354.000000 Penalty: 5994.962891
	Iteration 4F: 3 clusters Score -2.056035e+07 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 92541 members 
Entering Unmasked Estep 
Score: -20569994.000000 Penalty: 5994.962891
	Iteration 5F: 3 clusters Score -2.056999e+07 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Mstep: Class 2 contains 91326 members 
Entering Unmasked Estep 
Score: -20581062.000000 Penalty: 5994.962891
	Iteration 6F: 3 clusters Score -2.058106e+07 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 89551 members 
Entering Unmasked Estep 
Score: -20590852.000000 Penalty: 5994.962891
	Iteration 7F: 3 clusters Score -2.059085e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89246 members 
Mstep: Class 2 contains 88235 members 
Entering Unmasked Estep 
Score: -20595734.000000 Penalty: 5994.962891
	Iteration 8F: 3 clusters Score -2.059573e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -20597478.000000 Penalty: 5994.962891
	Iteration 9Q: 3 clusters Score -2.059748e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 87144 members 
Entering Unmasked Estep 
Score: -20598094.000000 Penalty: 5994.962891
	Iteration 10Q: 3 clusters Score -2.059809e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -20598470.000000 Penalty: 5994.962891
	Iteration 11Q: 3 clusters Score -2.059847e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91016 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -20598822.000000 Penalty: 5994.962891
	Iteration 12Q: 3 clusters Score -2.059882e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91303 members 
Mstep: Class 2 contains 86178 members 
Entering Unmasked Estep 
Score: -20598932.000000 Penalty: 5994.962891
	Iteration 13Q: 3 clusters Score -2.059893e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91590 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -20599224.000000 Penalty: 5994.962891
	Iteration 14Q: 3 clusters Score -2.059922e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91880 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -20599342.000000 Penalty: 5994.962891
	Iteration 15Q: 3 clusters Score -2.059934e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92168 members 
Mstep: Class 2 contains 85313 members 
Entering Unmasked Estep 
Score: -20599494.000000 Penalty: 5994.962891
	Iteration 16Q: 3 clusters Score -2.059949e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92481 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -20599588.000000 Penalty: 5994.962891
	Iteration 17Q: 3 clusters Score -2.059959e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -20599692.000000 Penalty: 5994.962891
	Iteration 18Q: 3 clusters Score -2.059969e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93231 members 
Mstep: Class 2 contains 84250 members 
Entering Unmasked Estep 
Score: -20599758.000000 Penalty: 5994.962891
	Iteration 19Q: 3 clusters Score -2.059976e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -20599888.000000 Penalty: 5994.962891
	Iteration 20F: 3 clusters Score -2.059989e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 83300 members 
Entering Unmasked Estep 
Score: -20600072.000000 Penalty: 5994.962891
	Iteration 21Q: 3 clusters Score -2.060007e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94689 members 
Mstep: Class 2 contains 82792 members 
Entering Unmasked Estep 
Score: -20600274.000000 Penalty: 5994.962891
	Iteration 22Q: 3 clusters Score -2.060027e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 82209 members 
Entering Unmasked Estep 
Score: -20600364.000000 Penalty: 5994.962891
	Iteration 23Q: 3 clusters Score -2.060036e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -20600592.000000 Penalty: 5994.962891
	Iteration 24Q: 3 clusters Score -2.060059e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96701 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -20601020.000000 Penalty: 5994.962891
	Iteration 25Q: 3 clusters Score -2.060102e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97630 members 
Mstep: Class 2 contains 79851 members 
Entering Unmasked Estep 
Score: -20601528.000000 Penalty: 5994.962891
	Iteration 26Q: 3 clusters Score -2.060153e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -20602068.000000 Penalty: 5994.962891
	Iteration 27Q: 3 clusters Score -2.060207e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99833 members 
Mstep: Class 2 contains 77648 members 
Entering Unmasked Estep 
Score: -20602634.000000 Penalty: 5994.962891
	Iteration 28Q: 3 clusters Score -2.060263e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -20603032.000000 Penalty: 5994.962891
	Iteration 29Q: 3 clusters Score -2.060303e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Mstep: Class 2 contains 75801 members 
Entering Unmasked Estep 
Score: -20603388.000000 Penalty: 5994.962891
	Iteration 30Q: 3 clusters Score -2.060339e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102442 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -20603592.000000 Penalty: 5994.962891
	Iteration 31Q: 3 clusters Score -2.060359e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -20603808.000000 Penalty: 5994.962891
	Iteration 32Q: 3 clusters Score -2.060381e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -20603988.000000 Penalty: 5994.962891
	Iteration 33Q: 3 clusters Score -2.060399e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 73137 members 
Entering Unmasked Estep 
Score: -20604032.000000 Penalty: 5994.962891
	Iteration 34Q: 3 clusters Score -2.060403e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 72523 members 
Entering Unmasked Estep 
Score: -20604198.000000 Penalty: 5994.962891
	Iteration 35Q: 3 clusters Score -2.06042e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105597 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -20604270.000000 Penalty: 5994.962891
	Iteration 36Q: 3 clusters Score -2.060427e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106204 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -20604384.000000 Penalty: 5994.962891
	Iteration 37Q: 3 clusters Score -2.060438e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106835 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -20604442.000000 Penalty: 5994.962891
	Iteration 38Q: 3 clusters Score -2.060444e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107531 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -20604444.000000 Penalty: 5994.962891
	Iteration 39Q: 3 clusters Score -2.060444e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108223 members 
Mstep: Class 2 contains 69258 members 
Entering Unmasked Estep 
Score: -20604482.000000 Penalty: 5994.962891
	Iteration 40F: 3 clusters Score -2.060448e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108960 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -20604514.000000 Penalty: 5994.962891
	Iteration 41Q: 3 clusters Score -2.060451e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109710 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -20604576.000000 Penalty: 5994.962891
	Iteration 42Q: 3 clusters Score -2.060458e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110446 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -20604578.000000 Penalty: 5994.962891
	Iteration 43Q: 3 clusters Score -2.060458e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -20604642.000000 Penalty: 5994.962891
	Iteration 44Q: 3 clusters Score -2.060464e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111990 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -20604698.000000 Penalty: 5994.962891
	Iteration 45Q: 3 clusters Score -2.06047e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112758 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -20604824.000000 Penalty: 5994.962891
	Iteration 46Q: 3 clusters Score -2.060482e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113498 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -20604920.000000 Penalty: 5994.962891
	Iteration 47Q: 3 clusters Score -2.060492e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114225 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -20604974.000000 Penalty: 5994.962891
	Iteration 48Q: 3 clusters Score -2.060497e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114938 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -20605046.000000 Penalty: 5994.962891
	Iteration 49Q: 3 clusters Score -2.060505e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115671 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -20605060.000000 Penalty: 5994.962891
	Iteration 50Q: 3 clusters Score -2.060506e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116418 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -20605152.000000 Penalty: 5994.962891
	Iteration 51Q: 3 clusters Score -2.060515e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 60297 members 
Entering Unmasked Estep 
Score: -20605174.000000 Penalty: 5994.962891
	Iteration 52Q: 3 clusters Score -2.060517e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117905 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -20605244.000000 Penalty: 5994.962891
	Iteration 53Q: 3 clusters Score -2.060524e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118617 members 
Mstep: Class 2 contains 58864 members 
Entering Unmasked Estep 
Score: -20605340.000000 Penalty: 5994.962891
	Iteration 54Q: 3 clusters Score -2.060534e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119315 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -20605412.000000 Penalty: 5994.962891
	Iteration 55Q: 3 clusters Score -2.060541e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120061 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -20605418.000000 Penalty: 5994.962891
	Iteration 56Q: 3 clusters Score -2.060542e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120844 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -20605510.000000 Penalty: 5994.962891
	Iteration 57Q: 3 clusters Score -2.060551e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121603 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -20605600.000000 Penalty: 5994.962891
	Iteration 58Q: 3 clusters Score -2.06056e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122374 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -20605732.000000 Penalty: 5994.962891
	Iteration 59Q: 3 clusters Score -2.060573e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123168 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -20605902.000000 Penalty: 5994.962891
	Iteration 60F: 3 clusters Score -2.06059e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123959 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -20605930.000000 Penalty: 5994.962891
	Iteration 61Q: 3 clusters Score -2.060593e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124756 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -20606084.000000 Penalty: 5994.962891
	Iteration 62Q: 3 clusters Score -2.060608e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125528 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -20606202.000000 Penalty: 5994.962891
	Iteration 63Q: 3 clusters Score -2.06062e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126289 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -20606214.000000 Penalty: 5994.962891
	Iteration 64Q: 3 clusters Score -2.060621e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127012 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -20606290.000000 Penalty: 5994.962891
	Iteration 65Q: 3 clusters Score -2.060629e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127738 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -20606392.000000 Penalty: 5994.962891
	Iteration 66Q: 3 clusters Score -2.060639e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128425 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -20606508.000000 Penalty: 5994.962891
	Iteration 67Q: 3 clusters Score -2.060651e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129121 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -20606642.000000 Penalty: 5994.962891
	Iteration 68Q: 3 clusters Score -2.060664e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129819 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -20606764.000000 Penalty: 5994.962891
	Iteration 69Q: 3 clusters Score -2.060676e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130467 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -20606792.000000 Penalty: 5994.962891
	Iteration 70Q: 3 clusters Score -2.060679e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131131 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -20606858.000000 Penalty: 5994.962891
	Iteration 71Q: 3 clusters Score -2.060686e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131833 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -20606860.000000 Penalty: 5994.962891
	Iteration 72Q: 3 clusters Score -2.060686e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132548 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -20606934.000000 Penalty: 5994.962891
	Iteration 73Q: 3 clusters Score -2.060693e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133278 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -20607070.000000 Penalty: 5994.962891
	Iteration 74Q: 3 clusters Score -2.060707e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134004 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -20607072.000000 Penalty: 5994.962891
	Iteration 75Q: 3 clusters Score -2.060707e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134705 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -20607076.000000 Penalty: 5994.962891
	Iteration 76Q: 3 clusters Score -2.060708e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135415 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -20607122.000000 Penalty: 5994.962891
	Iteration 77Q: 3 clusters Score -2.060712e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136086 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -20607250.000000 Penalty: 5994.962891
	Iteration 78Q: 3 clusters Score -2.060725e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136767 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -20607330.000000 Penalty: 5994.962891
	Iteration 79Q: 3 clusters Score -2.060733e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137445 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -20607484.000000 Penalty: 5994.962891
	Iteration 80F: 3 clusters Score -2.060748e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138084 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -20607592.000000 Penalty: 5994.962891
	Iteration 81Q: 3 clusters Score -2.060759e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -20607704.000000 Penalty: 5994.962891
	Iteration 82Q: 3 clusters Score -2.06077e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139335 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -20607710.000000 Penalty: 5994.962891
	Iteration 83Q: 3 clusters Score -2.060771e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139912 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -20607692.000000 Penalty: 5994.962891
	Iteration 84Q: 3 clusters Score -2.060769e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140441 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -20607748.000000 Penalty: 5994.962891
	Iteration 85Q: 3 clusters Score -2.060775e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140994 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -20607782.000000 Penalty: 5994.962891
	Iteration 86Q: 3 clusters Score -2.060778e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141541 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -20607808.000000 Penalty: 5994.962891
	Iteration 87Q: 3 clusters Score -2.060781e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142055 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -20607872.000000 Penalty: 5994.962891
	Iteration 88Q: 3 clusters Score -2.060787e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142564 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -20607956.000000 Penalty: 5994.962891
	Iteration 89Q: 3 clusters Score -2.060796e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143037 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -20608000.000000 Penalty: 5994.962891
	Iteration 90Q: 3 clusters Score -2.0608e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143504 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -20608070.000000 Penalty: 5994.962891
	Iteration 91Q: 3 clusters Score -2.060807e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143964 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -20608042.000000 Penalty: 5994.962891
	Iteration 92Q: 3 clusters Score -2.060804e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144427 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -20608148.000000 Penalty: 5994.962891
	Iteration 93Q: 3 clusters Score -2.060815e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144873 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -20608174.000000 Penalty: 5994.962891
	Iteration 94Q: 3 clusters Score -2.060817e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145323 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -20608222.000000 Penalty: 5994.962891
	Iteration 95Q: 3 clusters Score -2.060822e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -20608334.000000 Penalty: 5994.962891
	Iteration 96Q: 3 clusters Score -2.060833e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146178 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -20608392.000000 Penalty: 5994.962891
	Iteration 97Q: 3 clusters Score -2.060839e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146581 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -20608400.000000 Penalty: 5994.962891
	Iteration 98Q: 3 clusters Score -2.06084e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146977 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -20608442.000000 Penalty: 5994.962891
	Iteration 99Q: 3 clusters Score -2.060844e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147359 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -20608430.000000 Penalty: 5994.962891
	Iteration 100F: 3 clusters Score -2.060843e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147726 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -20608478.000000 Penalty: 5994.962891
	Iteration 101Q: 3 clusters Score -2.060848e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148119 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -20608488.000000 Penalty: 5994.962891
	Iteration 102Q: 3 clusters Score -2.060849e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148509 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -20608494.000000 Penalty: 5994.962891
	Iteration 103Q: 3 clusters Score -2.060849e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148905 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -20608538.000000 Penalty: 5994.962891
	Iteration 104Q: 3 clusters Score -2.060854e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149296 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -20608542.000000 Penalty: 5994.962891
	Iteration 105Q: 3 clusters Score -2.060854e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149677 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -20608562.000000 Penalty: 5994.962891
	Iteration 106Q: 3 clusters Score -2.060856e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150063 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -20608636.000000 Penalty: 5994.962891
	Iteration 107Q: 3 clusters Score -2.060864e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150431 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -20608604.000000 Penalty: 5994.962891
	Iteration 108Q: 3 clusters Score -2.06086e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150806 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -20608582.000000 Penalty: 5994.962891
	Iteration 109Q: 3 clusters Score -2.060858e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151172 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -20608592.000000 Penalty: 5994.962891
	Iteration 110Q: 3 clusters Score -2.060859e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151565 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -20608674.000000 Penalty: 5994.962891
	Iteration 111Q: 3 clusters Score -2.060867e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151952 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -20608698.000000 Penalty: 5994.962891
	Iteration 112Q: 3 clusters Score -2.06087e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -20608790.000000 Penalty: 5994.962891
	Iteration 113Q: 3 clusters Score -2.060879e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152720 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -20608874.000000 Penalty: 5994.962891
	Iteration 114Q: 3 clusters Score -2.060887e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153115 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -20608854.000000 Penalty: 5994.962891
	Iteration 115Q: 3 clusters Score -2.060885e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153483 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -20608936.000000 Penalty: 5994.962891
	Iteration 116Q: 3 clusters Score -2.060894e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153846 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -20608962.000000 Penalty: 5994.962891
	Iteration 117Q: 3 clusters Score -2.060896e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154176 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -20609012.000000 Penalty: 5994.962891
	Iteration 118Q: 3 clusters Score -2.060901e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154534 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -20609022.000000 Penalty: 5994.962891
	Iteration 119Q: 3 clusters Score -2.060902e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154885 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -20609090.000000 Penalty: 5994.962891
	Iteration 120F: 3 clusters Score -2.060909e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155250 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -20609126.000000 Penalty: 5994.962891
	Iteration 121Q: 3 clusters Score -2.060913e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155634 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -20609038.000000 Penalty: 5994.962891
	Iteration 122Q: 3 clusters Score -2.060904e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155962 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -20608986.000000 Penalty: 5994.962891
	Iteration 123Q: 3 clusters Score -2.060899e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156287 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -20608958.000000 Penalty: 5994.962891
	Iteration 124Q: 3 clusters Score -2.060896e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156598 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -20609006.000000 Penalty: 5994.962891
	Iteration 125Q: 3 clusters Score -2.060901e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156894 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -20609038.000000 Penalty: 5994.962891
	Iteration 126Q: 3 clusters Score -2.060904e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157187 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -20609128.000000 Penalty: 5994.962891
	Iteration 127Q: 3 clusters Score -2.060913e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157460 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -20609142.000000 Penalty: 5994.962891
	Iteration 128Q: 3 clusters Score -2.060914e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157739 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -20609166.000000 Penalty: 5994.962891
	Iteration 129Q: 3 clusters Score -2.060917e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158004 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -20609174.000000 Penalty: 5994.962891
	Iteration 130Q: 3 clusters Score -2.060917e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158263 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -20609176.000000 Penalty: 5994.962891
	Iteration 131Q: 3 clusters Score -2.060918e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158515 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -20609214.000000 Penalty: 5994.962891
	Iteration 132Q: 3 clusters Score -2.060921e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158767 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -20609210.000000 Penalty: 5994.962891
	Iteration 133Q: 3 clusters Score -2.060921e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159016 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -20609206.000000 Penalty: 5994.962891
	Iteration 134Q: 3 clusters Score -2.060921e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159249 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -20609234.000000 Penalty: 5994.962891
	Iteration 135Q: 3 clusters Score -2.060923e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159474 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -20609238.000000 Penalty: 5994.962891
	Iteration 136Q: 3 clusters Score -2.060924e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159707 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -20609210.000000 Penalty: 5994.962891
	Iteration 137Q: 3 clusters Score -2.060921e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159924 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -20609202.000000 Penalty: 5994.962891
	Iteration 138Q: 3 clusters Score -2.06092e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160127 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -20609188.000000 Penalty: 5994.962891
	Iteration 139Q: 3 clusters Score -2.060919e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160307 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -20609196.000000 Penalty: 5994.962891
	Iteration 140F: 3 clusters Score -2.06092e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160502 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -20609218.000000 Penalty: 5994.962891
	Iteration 141Q: 3 clusters Score -2.060922e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160700 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -20609236.000000 Penalty: 5994.962891
	Iteration 142Q: 3 clusters Score -2.060924e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160887 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -20609240.000000 Penalty: 5994.962891
	Iteration 143Q: 3 clusters Score -2.060924e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161065 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -20609204.000000 Penalty: 5994.962891
	Iteration 144Q: 3 clusters Score -2.06092e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161248 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -20609256.000000 Penalty: 5994.962891
	Iteration 145Q: 3 clusters Score -2.060926e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161443 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -20609254.000000 Penalty: 5994.962891
	Iteration 146Q: 3 clusters Score -2.060925e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161617 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -20609244.000000 Penalty: 5994.962891
	Iteration 147Q: 3 clusters Score -2.060924e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161792 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -20609280.000000 Penalty: 5994.962891
	Iteration 148Q: 3 clusters Score -2.060928e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161957 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -20609252.000000 Penalty: 5994.962891
	Iteration 149Q: 3 clusters Score -2.060925e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162139 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -20609350.000000 Penalty: 5994.962891
	Iteration 150Q: 3 clusters Score -2.060935e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162312 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -20609368.000000 Penalty: 5994.962891
	Iteration 151Q: 3 clusters Score -2.060937e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162492 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -20609360.000000 Penalty: 5994.962891
	Iteration 152Q: 3 clusters Score -2.060936e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162651 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -20609392.000000 Penalty: 5994.962891
	Iteration 153Q: 3 clusters Score -2.060939e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162805 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -20609424.000000 Penalty: 5994.962891
	Iteration 154Q: 3 clusters Score -2.060942e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162951 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -20609458.000000 Penalty: 5994.962891
	Iteration 155Q: 3 clusters Score -2.060946e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163110 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -20609432.000000 Penalty: 5994.962891
	Iteration 156Q: 3 clusters Score -2.060943e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163255 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -20609444.000000 Penalty: 5994.962891
	Iteration 157Q: 3 clusters Score -2.060944e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163377 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -20609458.000000 Penalty: 5994.962891
	Iteration 158Q: 3 clusters Score -2.060946e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163505 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -20609488.000000 Penalty: 5994.962891
	Iteration 159Q: 3 clusters Score -2.060949e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163653 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -20609532.000000 Penalty: 5994.962891
	Iteration 160F: 3 clusters Score -2.060953e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163800 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -20609528.000000 Penalty: 5994.962891
	Iteration 161Q: 3 clusters Score -2.060953e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163945 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -20609540.000000 Penalty: 5994.962891
	Iteration 162Q: 3 clusters Score -2.060954e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164089 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -20609590.000000 Penalty: 5994.962891
	Iteration 163Q: 3 clusters Score -2.060959e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164229 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -20609598.000000 Penalty: 5994.962891
	Iteration 164Q: 3 clusters Score -2.06096e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164348 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -20609644.000000 Penalty: 5994.962891
	Iteration 165Q: 3 clusters Score -2.060964e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164459 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -20609630.000000 Penalty: 5994.962891
	Iteration 166Q: 3 clusters Score -2.060963e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164561 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -20609650.000000 Penalty: 5994.962891
	Iteration 167Q: 3 clusters Score -2.060965e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164659 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -20609620.000000 Penalty: 5994.962891
	Iteration 168Q: 3 clusters Score -2.060962e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164729 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -20609600.000000 Penalty: 5994.962891
	Iteration 169Q: 3 clusters Score -2.06096e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164799 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -20609620.000000 Penalty: 5994.962891
	Iteration 170Q: 3 clusters Score -2.060962e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164867 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -20609626.000000 Penalty: 5994.962891
	Iteration 171Q: 3 clusters Score -2.060963e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -20609678.000000 Penalty: 5994.962891
	Iteration 172Q: 3 clusters Score -2.060968e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164972 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -20609658.000000 Penalty: 5994.962891
	Iteration 173Q: 3 clusters Score -2.060966e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165027 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -20609660.000000 Penalty: 5994.962891
	Iteration 174Q: 3 clusters Score -2.060966e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165079 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -20609700.000000 Penalty: 5994.962891
	Iteration 175Q: 3 clusters Score -2.06097e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165128 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -20609682.000000 Penalty: 5994.962891
	Iteration 176Q: 3 clusters Score -2.060968e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165175 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -20609694.000000 Penalty: 5994.962891
	Iteration 177Q: 3 clusters Score -2.060969e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165207 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -20609720.000000 Penalty: 5994.962891
	Iteration 178Q: 3 clusters Score -2.060972e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165240 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -20609740.000000 Penalty: 5994.962891
	Iteration 179Q: 3 clusters Score -2.060974e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165278 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -20609730.000000 Penalty: 5994.962891
	Iteration 180F: 3 clusters Score -2.060973e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165313 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -20609686.000000 Penalty: 5994.962891
	Iteration 181Q: 3 clusters Score -2.060969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165349 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -20609720.000000 Penalty: 5994.962891
	Iteration 182Q: 3 clusters Score -2.060972e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -20609726.000000 Penalty: 5994.962891
	Iteration 183Q: 3 clusters Score -2.060973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165418 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -20609736.000000 Penalty: 5994.962891
	Iteration 184Q: 3 clusters Score -2.060974e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165456 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -20609716.000000 Penalty: 5994.962891
	Iteration 185Q: 3 clusters Score -2.060972e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165504 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -20609722.000000 Penalty: 5994.962891
	Iteration 186Q: 3 clusters Score -2.060972e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165545 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -20609714.000000 Penalty: 5994.962891
	Iteration 187Q: 3 clusters Score -2.060971e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165583 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -20609670.000000 Penalty: 5994.962891
	Iteration 188Q: 3 clusters Score -2.060967e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165616 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -20609688.000000 Penalty: 5994.962891
	Iteration 189Q: 3 clusters Score -2.060969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165643 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -20609682.000000 Penalty: 5994.962891
	Iteration 190Q: 3 clusters Score -2.060968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165662 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -20609664.000000 Penalty: 5994.962891
	Iteration 191Q: 3 clusters Score -2.060966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165675 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -20609672.000000 Penalty: 5994.962891
	Iteration 192Q: 3 clusters Score -2.060967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -20609678.000000 Penalty: 5994.962891
	Iteration 193Q: 3 clusters Score -2.060968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -20609676.000000 Penalty: 5994.962891
	Iteration 194Q: 3 clusters Score -2.060968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165719 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -20609686.000000 Penalty: 5994.962891
	Iteration 195Q: 3 clusters Score -2.060969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165729 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -20609694.000000 Penalty: 5994.962891
	Iteration 196Q: 3 clusters Score -2.060969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165737 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -20609702.000000 Penalty: 5994.962891
	Iteration 197Q: 3 clusters Score -2.06097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165745 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -20609702.000000 Penalty: 5994.962891
	Iteration 198Q: 3 clusters Score -2.06097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165752 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -20609708.000000 Penalty: 5994.962891
	Iteration 199Q: 3 clusters Score -2.060971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165760 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -20609714.000000 Penalty: 5994.962891
	Iteration 200F: 3 clusters Score -2.060971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165762 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -20609700.000000 Penalty: 5994.962891
	Iteration 201Q: 3 clusters Score -2.06097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165764 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -20609718.000000 Penalty: 5994.962891
	Iteration 202Q: 3 clusters Score -2.060972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165765 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -20609710.000000 Penalty: 5994.962891
	Iteration 203Q: 3 clusters Score -2.060971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165766 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -20609710.000000 Penalty: 5994.962891
	Iteration 204Q: 3 clusters Score -2.060971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165768 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -20609710.000000 Penalty: 5994.962891
	Iteration 205Q: 3 clusters Score -2.060971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165769 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -20609712.000000 Penalty: 5994.962891
	Iteration 206Q: 3 clusters Score -2.060971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165774 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -20609708.000000 Penalty: 5994.962891
	Iteration 207Q: 3 clusters Score -2.060971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165776 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -20609716.000000 Penalty: 5994.962891
	Iteration 208Q: 3 clusters Score -2.060972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165779 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -20609718.000000 Penalty: 5994.962891
	Iteration 209Q: 3 clusters Score -2.060972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165787 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -20609702.000000 Penalty: 5994.962891
	Iteration 210Q: 3 clusters Score -2.06097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165792 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -20609704.000000 Penalty: 5994.962891
	Iteration 211Q: 3 clusters Score -2.06097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165798 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -20609708.000000 Penalty: 5994.962891
	Iteration 212Q: 3 clusters Score -2.060971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165804 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -20609712.000000 Penalty: 5994.962891
	Iteration 213Q: 3 clusters Score -2.060971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165809 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -20609702.000000 Penalty: 5994.962891
	Iteration 214Q: 3 clusters Score -2.06097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165811 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -20609692.000000 Penalty: 5994.962891
	Iteration 215Q: 3 clusters Score -2.060969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165815 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -20609690.000000 Penalty: 5994.962891
	Iteration 216Q: 3 clusters Score -2.060969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165820 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -20609694.000000 Penalty: 5994.962891
	Iteration 217Q: 3 clusters Score -2.060969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165823 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -20609694.000000 Penalty: 5994.962891
	Iteration 218Q: 3 clusters Score -2.060969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165828 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -20609704.000000 Penalty: 5994.962891
	Iteration 219Q: 3 clusters Score -2.06097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165837 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -20609702.000000 Penalty: 5994.962891
	Iteration 220F: 3 clusters Score -2.06097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165845 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -20609690.000000 Penalty: 5994.962891
	Iteration 221Q: 3 clusters Score -2.060969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165852 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -20609700.000000 Penalty: 5994.962891
	Iteration 222Q: 3 clusters Score -2.06097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165860 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -20609714.000000 Penalty: 5994.962891
	Iteration 223Q: 3 clusters Score -2.060971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165871 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -20609720.000000 Penalty: 5994.962891
	Iteration 224Q: 3 clusters Score -2.060972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165886 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -20609704.000000 Penalty: 5994.962891
	Iteration 225Q: 3 clusters Score -2.06097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165902 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -20609694.000000 Penalty: 5994.962891
	Iteration 226Q: 3 clusters Score -2.060969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165916 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -20609704.000000 Penalty: 5994.962891
	Iteration 227Q: 3 clusters Score -2.06097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165927 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -20609698.000000 Penalty: 5994.962891
	Iteration 228Q: 3 clusters Score -2.06097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165943 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -20609720.000000 Penalty: 5994.962891
	Iteration 229Q: 3 clusters Score -2.060972e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165964 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -20609714.000000 Penalty: 5994.962891
	Iteration 230Q: 3 clusters Score -2.060971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165982 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -20609714.000000 Penalty: 5994.962891
	Iteration 231Q: 3 clusters Score -2.060971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166000 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -20609714.000000 Penalty: 5994.962891
	Iteration 232Q: 3 clusters Score -2.060971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166020 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -20609700.000000 Penalty: 5994.962891
	Iteration 233Q: 3 clusters Score -2.06097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166041 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -20609710.000000 Penalty: 5994.962891
	Iteration 234Q: 3 clusters Score -2.060971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166061 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -20609710.000000 Penalty: 5994.962891
	Iteration 235Q: 3 clusters Score -2.060971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166076 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -20609704.000000 Penalty: 5994.962891
	Iteration 236Q: 3 clusters Score -2.06097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166089 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -20609718.000000 Penalty: 5994.962891
	Iteration 237Q: 3 clusters Score -2.060972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166102 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -20609718.000000 Penalty: 5994.962891
	Iteration 238Q: 3 clusters Score -2.060972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166111 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -20609702.000000 Penalty: 5994.962891
	Iteration 239Q: 3 clusters Score -2.06097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166117 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -20609714.000000 Penalty: 5994.962891
	Iteration 240F: 3 clusters Score -2.060971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166124 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -20609718.000000 Penalty: 5994.962891
	Iteration 241Q: 3 clusters Score -2.060972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166133 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -20609714.000000 Penalty: 5994.962891
	Iteration 242Q: 3 clusters Score -2.060971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166143 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -20609706.000000 Penalty: 5994.962891
	Iteration 243Q: 3 clusters Score -2.060971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166154 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -20609716.000000 Penalty: 5994.962891
	Iteration 244Q: 3 clusters Score -2.060972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166163 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -20609720.000000 Penalty: 5994.962891
	Iteration 245Q: 3 clusters Score -2.060972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166170 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -20609712.000000 Penalty: 5994.962891
	Iteration 246Q: 3 clusters Score -2.060971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166178 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -20609702.000000 Penalty: 5994.962891
	Iteration 247Q: 3 clusters Score -2.06097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166186 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -20609720.000000 Penalty: 5994.962891
	Iteration 248Q: 3 clusters Score -2.060972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166190 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -20609712.000000 Penalty: 5994.962891
	Iteration 249Q: 3 clusters Score -2.060971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166193 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -20609732.000000 Penalty: 5994.962891
	Iteration 250Q: 3 clusters Score -2.060973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166199 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -20609714.000000 Penalty: 5994.962891
	Iteration 251Q: 3 clusters Score -2.060971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166207 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -20609708.000000 Penalty: 5994.962891
	Iteration 252Q: 3 clusters Score -2.060971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166213 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -20609704.000000 Penalty: 5994.962891
	Iteration 253Q: 3 clusters Score -2.06097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166219 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -20609722.000000 Penalty: 5994.962891
	Iteration 254Q: 3 clusters Score -2.060972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166226 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -20609710.000000 Penalty: 5994.962891
	Iteration 255Q: 3 clusters Score -2.060971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166235 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -20609692.000000 Penalty: 5994.962891
	Iteration 256Q: 3 clusters Score -2.060969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166247 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -20609700.000000 Penalty: 5994.962891
	Iteration 257Q: 3 clusters Score -2.06097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166256 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -20609682.000000 Penalty: 5994.962891
	Iteration 258Q: 3 clusters Score -2.060968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166266 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -20609684.000000 Penalty: 5994.962891
	Iteration 259Q: 3 clusters Score -2.060968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166276 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -20609660.000000 Penalty: 5994.962891
	Iteration 260F: 3 clusters Score -2.060966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166284 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -20609658.000000 Penalty: 5994.962891
	Iteration 261Q: 3 clusters Score -2.060966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166293 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -20609670.000000 Penalty: 5994.962891
	Iteration 262Q: 3 clusters Score -2.060967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166300 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -20609688.000000 Penalty: 5994.962891
	Iteration 263Q: 3 clusters Score -2.060969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166311 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -20609682.000000 Penalty: 5994.962891
	Iteration 264Q: 3 clusters Score -2.060968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166318 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -20609678.000000 Penalty: 5994.962891
	Iteration 265Q: 3 clusters Score -2.060968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166325 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -20609674.000000 Penalty: 5994.962891
	Iteration 266Q: 3 clusters Score -2.060967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166331 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -20609660.000000 Penalty: 5994.962891
	Iteration 267Q: 3 clusters Score -2.060966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166338 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -20609660.000000 Penalty: 5994.962891
	Iteration 268Q: 3 clusters Score -2.060966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166347 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -20609646.000000 Penalty: 5994.962891
	Iteration 269Q: 3 clusters Score -2.060965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166355 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -20609648.000000 Penalty: 5994.962891
	Iteration 270Q: 3 clusters Score -2.060965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166361 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -20609640.000000 Penalty: 5994.962891
	Iteration 271Q: 3 clusters Score -2.060964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166367 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -20609644.000000 Penalty: 5994.962891
	Iteration 272Q: 3 clusters Score -2.060964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166373 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -20609644.000000 Penalty: 5994.962891
	Iteration 273Q: 3 clusters Score -2.060964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166379 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -20609610.000000 Penalty: 5994.962891
	Iteration 274Q: 3 clusters Score -2.060961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166389 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -20609648.000000 Penalty: 5994.962891
	Iteration 275Q: 3 clusters Score -2.060965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166399 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -20609654.000000 Penalty: 5994.962891
	Iteration 276Q: 3 clusters Score -2.060965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166413 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -20609666.000000 Penalty: 5994.962891
	Iteration 277Q: 3 clusters Score -2.060967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166423 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -20609646.000000 Penalty: 5994.962891
	Iteration 278Q: 3 clusters Score -2.060965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166426 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -20609638.000000 Penalty: 5994.962891
	Iteration 279Q: 3 clusters Score -2.060964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166431 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -20609638.000000 Penalty: 5994.962891
	Iteration 280F: 3 clusters Score -2.060964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166436 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -20609642.000000 Penalty: 5994.962891
	Iteration 281Q: 3 clusters Score -2.060964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166439 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -20609640.000000 Penalty: 5994.962891
	Iteration 282Q: 3 clusters Score -2.060964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166441 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -20609624.000000 Penalty: 5994.962891
	Iteration 283Q: 3 clusters Score -2.060962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166445 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -20609632.000000 Penalty: 5994.962891
	Iteration 284Q: 3 clusters Score -2.060963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166450 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -20609634.000000 Penalty: 5994.962891
	Iteration 285Q: 3 clusters Score -2.060963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166459 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -20609642.000000 Penalty: 5994.962891
	Iteration 286Q: 3 clusters Score -2.060964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166472 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -20609642.000000 Penalty: 5994.962891
	Iteration 287Q: 3 clusters Score -2.060964e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166493 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -20609630.000000 Penalty: 5994.962891
	Iteration 288Q: 3 clusters Score -2.060963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166504 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -20609640.000000 Penalty: 5994.962891
	Iteration 289Q: 3 clusters Score -2.060964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166515 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -20609654.000000 Penalty: 5994.962891
	Iteration 290Q: 3 clusters Score -2.060965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166526 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -20609652.000000 Penalty: 5994.962891
	Iteration 291Q: 3 clusters Score -2.060965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166539 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -20609640.000000 Penalty: 5994.962891
	Iteration 292Q: 3 clusters Score -2.060964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166545 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -20609648.000000 Penalty: 5994.962891
	Iteration 293Q: 3 clusters Score -2.060965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166550 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -20609648.000000 Penalty: 5994.962891
	Iteration 294Q: 3 clusters Score -2.060965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166553 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -20609636.000000 Penalty: 5994.962891
	Iteration 295Q: 3 clusters Score -2.060964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166555 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -20609652.000000 Penalty: 5994.962891
	Iteration 296Q: 3 clusters Score -2.060965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166557 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -20609652.000000 Penalty: 5994.962891
	Iteration 297Q: 3 clusters Score -2.060965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166559 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -20609656.000000 Penalty: 5994.962891
	Iteration 298Q: 3 clusters Score -2.060966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166560 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -20609650.000000 Penalty: 5994.962891
	Iteration 299Q: 3 clusters Score -2.060965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166560 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -20609650.000000 Penalty: 5994.962891
	Iteration 300F: 3 clusters Score -2.060965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (216162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216162 members 
Entering Unmasked Estep 
Score: -25156310.000000 Penalty: 3046.378174
	Iteration 0F: 2 clusters Score -2.515631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108205 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -25018912.000000 Penalty: 6092.756348
	Iteration 0F: 3 clusters Score -2.501891e+07 nChanged 104264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110763 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -25080492.000000 Penalty: 6092.756348
	Iteration 1F: 3 clusters Score -2.508049e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112251 members 
Mstep: Class 2 contains 103911 members 
Entering Unmasked Estep 
Score: -25081948.000000 Penalty: 6092.756348
	Iteration 2Q: 3 clusters Score -2.508195e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114243 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -25084090.000000 Penalty: 6092.756348
	Iteration 3Q: 3 clusters Score -2.508409e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116937 members 
Mstep: Class 2 contains 99225 members 
Entering Unmasked Estep 
Score: -25086728.000000 Penalty: 6092.756348
	Iteration 4Q: 3 clusters Score -2.508673e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120741 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -25089604.000000 Penalty: 6092.756348
	Iteration 5Q: 3 clusters Score -2.50896e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125908 members 
Mstep: Class 2 contains 90254 members 
Entering Unmasked Estep 
Score: -25093406.000000 Penalty: 6092.756348
	Iteration 6Q: 3 clusters Score -2.509341e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132771 members 
Mstep: Class 2 contains 83391 members 
Entering Unmasked Estep 
Score: -25098554.000000 Penalty: 6092.756348
	Iteration 7Q: 3 clusters Score -2.509855e+07 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141195 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -25105672.000000 Penalty: 6092.756348
	Iteration 8F: 3 clusters Score -2.510567e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150513 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -25113888.000000 Penalty: 6092.756348
	Iteration 9F: 3 clusters Score -2.511389e+07 nChanged 12079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159730 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -25122072.000000 Penalty: 6092.756348
	Iteration 10F: 3 clusters Score -2.512207e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -25128882.000000 Penalty: 6092.756348
	Iteration 11Q: 3 clusters Score -2.512888e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173532 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -25133374.000000 Penalty: 6092.756348
	Iteration 12Q: 3 clusters Score -2.513337e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178813 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -25136072.000000 Penalty: 6092.756348
	Iteration 13Q: 3 clusters Score -2.513607e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183707 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -25138060.000000 Penalty: 6092.756348
	Iteration 14Q: 3 clusters Score -2.513806e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188192 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -25139864.000000 Penalty: 6092.756348
	Iteration 15Q: 3 clusters Score -2.513986e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192380 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -25141348.000000 Penalty: 6092.756348
	Iteration 16Q: 3 clusters Score -2.514135e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196358 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -25143242.000000 Penalty: 6092.756348
	Iteration 17Q: 3 clusters Score -2.514324e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200040 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -25145044.000000 Penalty: 6092.756348
	Iteration 18Q: 3 clusters Score -2.514504e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203254 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -25146964.000000 Penalty: 6092.756348
	Iteration 19Q: 3 clusters Score -2.514696e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206100 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -25148390.000000 Penalty: 6092.756348
	Iteration 20F: 3 clusters Score -2.514839e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208490 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -25149864.000000 Penalty: 6092.756348
	Iteration 21Q: 3 clusters Score -2.514986e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210456 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -25150980.000000 Penalty: 6092.756348
	Iteration 22Q: 3 clusters Score -2.515098e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211991 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -25151830.000000 Penalty: 6092.756348
	Iteration 23Q: 3 clusters Score -2.515183e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213091 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -25152540.000000 Penalty: 6092.756348
	Iteration 24Q: 3 clusters Score -2.515254e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213848 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -25152896.000000 Penalty: 6092.756348
	Iteration 25Q: 3 clusters Score -2.51529e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214310 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -25153224.000000 Penalty: 6092.756348
	Iteration 26Q: 3 clusters Score -2.515322e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214594 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -25153438.000000 Penalty: 6092.756348
	Iteration 27Q: 3 clusters Score -2.515344e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214756 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -25153538.000000 Penalty: 6092.756348
	Iteration 28Q: 3 clusters Score -2.515354e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214873 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -25153664.000000 Penalty: 6092.756348
	Iteration 29Q: 3 clusters Score -2.515366e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214943 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -25153680.000000 Penalty: 6092.756348
	Iteration 30Q: 3 clusters Score -2.515368e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215006 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -25153750.000000 Penalty: 6092.756348
	Iteration 31Q: 3 clusters Score -2.515375e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215049 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -25153800.000000 Penalty: 6092.756348
	Iteration 32Q: 3 clusters Score -2.51538e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215086 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -25153826.000000 Penalty: 6092.756348
	Iteration 33Q: 3 clusters Score -2.515383e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215112 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -25153826.000000 Penalty: 6092.756348
	Iteration 34Q: 3 clusters Score -2.515383e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215133 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -25153880.000000 Penalty: 6092.756348
	Iteration 35Q: 3 clusters Score -2.515388e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215159 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -25153908.000000 Penalty: 6092.756348
	Iteration 36Q: 3 clusters Score -2.515391e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215175 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -25153926.000000 Penalty: 6092.756348
	Iteration 37Q: 3 clusters Score -2.515393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215184 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -25153938.000000 Penalty: 6092.756348
	Iteration 38Q: 3 clusters Score -2.515394e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215193 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -25153922.000000 Penalty: 6092.756348
	Iteration 39Q: 3 clusters Score -2.515392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215206 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -25153950.000000 Penalty: 6092.756348
	Iteration 40F: 3 clusters Score -2.515395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215217 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -25153952.000000 Penalty: 6092.756348
	Iteration 41Q: 3 clusters Score -2.515395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215224 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -25153980.000000 Penalty: 6092.756348
	Iteration 42Q: 3 clusters Score -2.515398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215232 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -25153962.000000 Penalty: 6092.756348
	Iteration 43Q: 3 clusters Score -2.515396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215240 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -25153962.000000 Penalty: 6092.756348
	Iteration 44Q: 3 clusters Score -2.515396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215249 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -25154008.000000 Penalty: 6092.756348
	Iteration 45Q: 3 clusters Score -2.515401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215256 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -25154012.000000 Penalty: 6092.756348
	Iteration 46Q: 3 clusters Score -2.515401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215261 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -25154006.000000 Penalty: 6092.756348
	Iteration 47Q: 3 clusters Score -2.515401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215260 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -25154008.000000 Penalty: 6092.756348
	Iteration 48Q: 3 clusters Score -2.515401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215258 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -25154020.000000 Penalty: 6092.756348
	Iteration 49Q: 3 clusters Score -2.515402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215263 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -25154006.000000 Penalty: 6092.756348
	Iteration 50Q: 3 clusters Score -2.515401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215266 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -25154006.000000 Penalty: 6092.756348
	Iteration 51Q: 3 clusters Score -2.515401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215271 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -25154004.000000 Penalty: 6092.756348
	Iteration 52Q: 3 clusters Score -2.5154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215272 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -25154006.000000 Penalty: 6092.756348
	Iteration 53Q: 3 clusters Score -2.515401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215270 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -25154030.000000 Penalty: 6092.756348
	Iteration 54Q: 3 clusters Score -2.515403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215269 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -25154038.000000 Penalty: 6092.756348
	Iteration 55Q: 3 clusters Score -2.515404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215271 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -25154034.000000 Penalty: 6092.756348
	Iteration 56Q: 3 clusters Score -2.515403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215273 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -25154032.000000 Penalty: 6092.756348
	Iteration 57Q: 3 clusters Score -2.515403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215274 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -25154024.000000 Penalty: 6092.756348
	Iteration 58Q: 3 clusters Score -2.515402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215276 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -25154030.000000 Penalty: 6092.756348
	Iteration 59Q: 3 clusters Score -2.515403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215277 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -25154022.000000 Penalty: 6092.756348
	Iteration 60F: 3 clusters Score -2.515402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Entering Unmasked Estep 
Score: -1307295.375000 Penalty: 2308.993408
	Iteration 0F: 2 clusters Score -1307295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1298979.125000 Penalty: 4617.986816
	Iteration 0F: 3 clusters Score -1298979 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1301363.375000 Penalty: 4617.986816
	Iteration 1F: 3 clusters Score -1301363 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1301690.000000 Penalty: 4617.986816
	Iteration 2F: 3 clusters Score -1301690 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1301938.250000 Penalty: 4617.986816
	Iteration 3F: 3 clusters Score -1301938 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1302184.375000 Penalty: 4617.986816
	Iteration 4Q: 3 clusters Score -1302184 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1302445.875000 Penalty: 4617.986816
	Iteration 5Q: 3 clusters Score -1302446 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1302752.250000 Penalty: 4617.986816
	Iteration 6Q: 3 clusters Score -1302752 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1303153.250000 Penalty: 4617.986816
	Iteration 7F: 3 clusters Score -1303153 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1303622.250000 Penalty: 4617.986816
	Iteration 8F: 3 clusters Score -1303622 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1304085.750000 Penalty: 4617.986816
	Iteration 9F: 3 clusters Score -1304086 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1304531.250000 Penalty: 4617.986816
	Iteration 10Q: 3 clusters Score -1304531 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1304813.750000 Penalty: 4617.986816
	Iteration 11Q: 3 clusters Score -1304814 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1305009.375000 Penalty: 4617.986816
	Iteration 12Q: 3 clusters Score -1305009 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1305112.625000 Penalty: 4617.986816
	Iteration 13Q: 3 clusters Score -1305113 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1305178.500000 Penalty: 4617.986816
	Iteration 14Q: 3 clusters Score -1305178 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1305209.875000 Penalty: 4617.986816
	Iteration 15Q: 3 clusters Score -1305210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1305229.375000 Penalty: 4617.986816
	Iteration 16Q: 3 clusters Score -1305229 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1305244.000000 Penalty: 4617.986816
	Iteration 17Q: 3 clusters Score -1305244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1305256.625000 Penalty: 4617.986816
	Iteration 18Q: 3 clusters Score -1305257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1305271.500000 Penalty: 4617.986816
	Iteration 19Q: 3 clusters Score -1305272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1305278.375000 Penalty: 4617.986816
	Iteration 20F: 3 clusters Score -1305278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1305280.875000 Penalty: 4617.986816
	Iteration 21Q: 3 clusters Score -1305281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1305282.750000 Penalty: 4617.986816
	Iteration 22Q: 3 clusters Score -1305283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1305287.375000 Penalty: 4617.986816
	Iteration 23Q: 3 clusters Score -1305287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1305292.375000 Penalty: 4617.986816
	Iteration 24Q: 3 clusters Score -1305292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1305299.500000 Penalty: 4617.986816
	Iteration 25Q: 3 clusters Score -1305300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1305304.125000 Penalty: 4617.986816
	Iteration 26Q: 3 clusters Score -1305304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1305309.125000 Penalty: 4617.986816
	Iteration 27Q: 3 clusters Score -1305309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1305312.000000 Penalty: 4617.986816
	Iteration 28Q: 3 clusters Score -1305312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1305318.250000 Penalty: 4617.986816
	Iteration 29Q: 3 clusters Score -1305318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1305320.750000 Penalty: 4617.986816
	Iteration 30Q: 3 clusters Score -1305321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1305326.375000 Penalty: 4617.986816
	Iteration 31Q: 3 clusters Score -1305326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1305331.875000 Penalty: 4617.986816
	Iteration 32Q: 3 clusters Score -1305332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1305334.875000 Penalty: 4617.986816
	Iteration 33Q: 3 clusters Score -1305335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1305337.625000 Penalty: 4617.986816
	Iteration 34Q: 3 clusters Score -1305338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1305340.125000 Penalty: 4617.986816
	Iteration 35Q: 3 clusters Score -1305340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1305340.625000 Penalty: 4617.986816
	Iteration 36Q: 3 clusters Score -1305341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1305342.000000 Penalty: 4617.986816
	Iteration 37Q: 3 clusters Score -1305342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1305343.750000 Penalty: 4617.986816
	Iteration 38Q: 3 clusters Score -1305344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1305343.750000 Penalty: 4617.986816
	Iteration 39Q: 3 clusters Score -1305344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1305343.500000 Penalty: 4617.986816
	Iteration 40F: 3 clusters Score -1305344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Entering Unmasked Estep 
Score: -3372125.250000 Penalty: 2549.160156
	Iteration 0F: 2 clusters Score -3372125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3352028.500000 Penalty: 5098.320312
	Iteration 0F: 3 clusters Score -3352028 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3359270.250000 Penalty: 5098.320312
	Iteration 1F: 3 clusters Score -3359270 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3360067.000000 Penalty: 5098.320312
	Iteration 2F: 3 clusters Score -3360067 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3360882.000000 Penalty: 5098.320312
	Iteration 3F: 3 clusters Score -3360882 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3361763.000000 Penalty: 5098.320312
	Iteration 4F: 3 clusters Score -3361763 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3362740.750000 Penalty: 5098.320312
	Iteration 5F: 3 clusters Score -3362741 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3363816.000000 Penalty: 5098.320312
	Iteration 6F: 3 clusters Score -3363816 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3365076.000000 Penalty: 5098.320312
	Iteration 7F: 3 clusters Score -3365076 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -3366466.000000 Penalty: 5098.320312
	Iteration 8F: 3 clusters Score -3366466 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -3367683.000000 Penalty: 5098.320312
	Iteration 9F: 3 clusters Score -3367683 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3368580.000000 Penalty: 5098.320312
	Iteration 10Q: 3 clusters Score -3368580 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3369236.250000 Penalty: 5098.320312
	Iteration 11Q: 3 clusters Score -3369236 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3369700.750000 Penalty: 5098.320312
	Iteration 12Q: 3 clusters Score -3369701 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3370055.250000 Penalty: 5098.320312
	Iteration 13Q: 3 clusters Score -3370055 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3370295.250000 Penalty: 5098.320312
	Iteration 14Q: 3 clusters Score -3370295 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3370460.500000 Penalty: 5098.320312
	Iteration 15Q: 3 clusters Score -3370460 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3370561.000000 Penalty: 5098.320312
	Iteration 16Q: 3 clusters Score -3370561 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3370605.500000 Penalty: 5098.320312
	Iteration 17Q: 3 clusters Score -3370606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3370647.000000 Penalty: 5098.320312
	Iteration 18Q: 3 clusters Score -3370647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3370665.250000 Penalty: 5098.320312
	Iteration 19Q: 3 clusters Score -3370665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3370677.000000 Penalty: 5098.320312
	Iteration 20F: 3 clusters Score -3370677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3370688.000000 Penalty: 5098.320312
	Iteration 21Q: 3 clusters Score -3370688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3370692.750000 Penalty: 5098.320312
	Iteration 22Q: 3 clusters Score -3370693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3370700.500000 Penalty: 5098.320312
	Iteration 23Q: 3 clusters Score -3370700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3370702.750000 Penalty: 5098.320312
	Iteration 24Q: 3 clusters Score -3370703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3370706.750000 Penalty: 5098.320312
	Iteration 25Q: 3 clusters Score -3370707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3370712.250000 Penalty: 5098.320312
	Iteration 26Q: 3 clusters Score -3370712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3370722.750000 Penalty: 5098.320312
	Iteration 27Q: 3 clusters Score -3370723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3370729.250000 Penalty: 5098.320312
	Iteration 28Q: 3 clusters Score -3370729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3370734.000000 Penalty: 5098.320312
	Iteration 29Q: 3 clusters Score -3370734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3370744.500000 Penalty: 5098.320312
	Iteration 30Q: 3 clusters Score -3370744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3370739.000000 Penalty: 5098.320312
	Iteration 31Q: 3 clusters Score -3370739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3370739.250000 Penalty: 5098.320312
	Iteration 32Q: 3 clusters Score -3370739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3370743.000000 Penalty: 5098.320312
	Iteration 33Q: 3 clusters Score -3370743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3370741.500000 Penalty: 5098.320312
	Iteration 34Q: 3 clusters Score -3370742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3370739.500000 Penalty: 5098.320312
	Iteration 35Q: 3 clusters Score -3370740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3370741.500000 Penalty: 5098.320312
	Iteration 36Q: 3 clusters Score -3370742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3370741.250000 Penalty: 5098.320312
	Iteration 37Q: 3 clusters Score -3370741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3370741.250000 Penalty: 5098.320312
	Iteration 38F: 3 clusters Score -3370741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Entering Unmasked Estep 
Score: -2485308.500000 Penalty: 2470.772705
	Iteration 0F: 2 clusters Score -2485308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2470419.250000 Penalty: 4941.545410
	Iteration 0F: 3 clusters Score -2470419 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2475461.250000 Penalty: 4941.545410
	Iteration 1F: 3 clusters Score -2475461 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2475813.500000 Penalty: 4941.545410
	Iteration 2F: 3 clusters Score -2475814 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2476151.500000 Penalty: 4941.545410
	Iteration 3Q: 3 clusters Score -2476152 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2476466.750000 Penalty: 4941.545410
	Iteration 4Q: 3 clusters Score -2476467 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2476842.750000 Penalty: 4941.545410
	Iteration 5Q: 3 clusters Score -2476843 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2477283.250000 Penalty: 4941.545410
	Iteration 6Q: 3 clusters Score -2477283 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2477751.500000 Penalty: 4941.545410
	Iteration 7Q: 3 clusters Score -2477752 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2478221.500000 Penalty: 4941.545410
	Iteration 8Q: 3 clusters Score -2478222 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2478745.750000 Penalty: 4941.545410
	Iteration 9Q: 3 clusters Score -2478746 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2479293.000000 Penalty: 4941.545410
	Iteration 10Q: 3 clusters Score -2479293 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2479825.500000 Penalty: 4941.545410
	Iteration 11Q: 3 clusters Score -2479826 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2480294.750000 Penalty: 4941.545410
	Iteration 12Q: 3 clusters Score -2480295 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2480739.500000 Penalty: 4941.545410
	Iteration 13Q: 3 clusters Score -2480740 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2481130.000000 Penalty: 4941.545410
	Iteration 14Q: 3 clusters Score -2481130 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2481515.500000 Penalty: 4941.545410
	Iteration 15Q: 3 clusters Score -2481516 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2481847.000000 Penalty: 4941.545410
	Iteration 16Q: 3 clusters Score -2481847 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2482135.750000 Penalty: 4941.545410
	Iteration 17Q: 3 clusters Score -2482136 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2482366.250000 Penalty: 4941.545410
	Iteration 18Q: 3 clusters Score -2482366 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2482528.750000 Penalty: 4941.545410
	Iteration 19Q: 3 clusters Score -2482529 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2482658.000000 Penalty: 4941.545410
	Iteration 20F: 3 clusters Score -2482658 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2482787.500000 Penalty: 4941.545410
	Iteration 21Q: 3 clusters Score -2482788 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2482900.500000 Penalty: 4941.545410
	Iteration 22Q: 3 clusters Score -2482900 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2482979.500000 Penalty: 4941.545410
	Iteration 23Q: 3 clusters Score -2482980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2483033.250000 Penalty: 4941.545410
	Iteration 24Q: 3 clusters Score -2483033 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2483080.000000 Penalty: 4941.545410
	Iteration 25Q: 3 clusters Score -2483080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2483116.500000 Penalty: 4941.545410
	Iteration 26Q: 3 clusters Score -2483116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2483129.500000 Penalty: 4941.545410
	Iteration 27Q: 3 clusters Score -2483130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2483145.000000 Penalty: 4941.545410
	Iteration 28Q: 3 clusters Score -2483145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2483159.500000 Penalty: 4941.545410
	Iteration 29Q: 3 clusters Score -2483160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2483172.750000 Penalty: 4941.545410
	Iteration 30Q: 3 clusters Score -2483173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2483179.500000 Penalty: 4941.545410
	Iteration 31Q: 3 clusters Score -2483180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2483192.250000 Penalty: 4941.545410
	Iteration 32Q: 3 clusters Score -2483192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2483197.250000 Penalty: 4941.545410
	Iteration 33Q: 3 clusters Score -2483197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2483201.500000 Penalty: 4941.545410
	Iteration 34Q: 3 clusters Score -2483202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2483206.250000 Penalty: 4941.545410
	Iteration 35Q: 3 clusters Score -2483206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2483206.750000 Penalty: 4941.545410
	Iteration 36Q: 3 clusters Score -2483207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2483213.250000 Penalty: 4941.545410
	Iteration 37Q: 3 clusters Score -2483213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2483217.000000 Penalty: 4941.545410
	Iteration 38Q: 3 clusters Score -2483217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2483217.750000 Penalty: 4941.545410
	Iteration 39Q: 3 clusters Score -2483218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2483226.000000 Penalty: 4941.545410
	Iteration 40F: 3 clusters Score -2483226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2483224.750000 Penalty: 4941.545410
	Iteration 41Q: 3 clusters Score -2483225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2483231.000000 Penalty: 4941.545410
	Iteration 42Q: 3 clusters Score -2483231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2483228.500000 Penalty: 4941.545410
	Iteration 43Q: 3 clusters Score -2483228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2483234.500000 Penalty: 4941.545410
	Iteration 44Q: 3 clusters Score -2483234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2483234.500000 Penalty: 4941.545410
	Iteration 45Q: 3 clusters Score -2483234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2483234.500000 Penalty: 4941.545410
	Iteration 46Q: 3 clusters Score -2483234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2483236.000000 Penalty: 4941.545410
	Iteration 47Q: 3 clusters Score -2483236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2483236.750000 Penalty: 4941.545410
	Iteration 48Q: 3 clusters Score -2483237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2483236.500000 Penalty: 4941.545410
	Iteration 49Q: 3 clusters Score -2483236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2483235.750000 Penalty: 4941.545410
	Iteration 50Q: 3 clusters Score -2483236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2483236.500000 Penalty: 4941.545410
	Iteration 51Q: 3 clusters Score -2483236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2483238.500000 Penalty: 4941.545410
	Iteration 52Q: 3 clusters Score -2483238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2483238.250000 Penalty: 4941.545410
	Iteration 53Q: 3 clusters Score -2483238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2483240.500000 Penalty: 4941.545410
	Iteration 54Q: 3 clusters Score -2483240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2483239.500000 Penalty: 4941.545410
	Iteration 55Q: 3 clusters Score -2483240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2483238.750000 Penalty: 4941.545410
	Iteration 56Q: 3 clusters Score -2483239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2483238.750000 Penalty: 4941.545410
	Iteration 57F: 3 clusters Score -2483239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109503 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24240 members 
Mstep: Class 4 contains 5930 members 
Mstep: Class 5 contains 12540 members 
Mstep: Class 6 contains 43414 members 
Mstep: Class 7 contains 177481 members 
Mstep: Class 8 contains 216162 members 
Mstep: Class 12 contains 11053 members 
Mstep: Class 15 contains 29111 members 
Mstep: Class 19 contains 21222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648288.000000 Penalty: 36522.324219
Iteration 479Q: 12 clusters Score -7.464829e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24244 members 
Mstep: Class 4 contains 5927 members 
Mstep: Class 5 contains 12537 members 
Mstep: Class 6 contains 43417 members 
Mstep: Class 7 contains 177484 members 
Mstep: Class 8 contains 216174 members 
Mstep: Class 12 contains 11050 members 
Mstep: Class 15 contains 29113 members 
Mstep: Class 19 contains 21217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648248.000000 Penalty: 36522.324219
Iteration 480F: 12 clusters Score -7.464825e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109499 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24243 members 
Mstep: Class 4 contains 5925 members 
Mstep: Class 5 contains 12535 members 
Mstep: Class 6 contains 43426 members 
Mstep: Class 7 contains 177471 members 
Mstep: Class 8 contains 216188 members 
Mstep: Class 12 contains 11041 members 
Mstep: Class 15 contains 29112 members 
Mstep: Class 19 contains 21216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648192.000000 Penalty: 36522.324219
Iteration 481Q: 12 clusters Score -7.464819e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109507 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24245 members 
Mstep: Class 4 contains 5922 members 
Mstep: Class 5 contains 12538 members 
Mstep: Class 6 contains 43429 members 
Mstep: Class 7 contains 177459 members 
Mstep: Class 8 contains 216188 members 
Mstep: Class 12 contains 11043 members 
Mstep: Class 15 contains 29113 members 
Mstep: Class 19 contains 21212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648088.000000 Penalty: 36522.324219
Iteration 482Q: 12 clusters Score -7.464809e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109512 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24247 members 
Mstep: Class 4 contains 5920 members 
Mstep: Class 5 contains 12538 members 
Mstep: Class 6 contains 43428 members 
Mstep: Class 7 contains 177465 members 
Mstep: Class 8 contains 216189 members 
Mstep: Class 12 contains 11043 members 
Mstep: Class 15 contains 29112 members 
Mstep: Class 19 contains 21202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648160.000000 Penalty: 36522.324219
Iteration 483Q: 12 clusters Score -7.464816e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109528 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24247 members 
Mstep: Class 4 contains 5920 members 
Mstep: Class 5 contains 12540 members 
Mstep: Class 6 contains 43420 members 
Mstep: Class 7 contains 177475 members 
Mstep: Class 8 contains 216174 members 
Mstep: Class 12 contains 11044 members 
Mstep: Class 15 contains 29113 members 
Mstep: Class 19 contains 21195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648288.000000 Penalty: 36522.324219
Iteration 484Q: 12 clusters Score -7.464829e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109531 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24245 members 
Mstep: Class 4 contains 5912 members 
Mstep: Class 5 contains 12538 members 
Mstep: Class 6 contains 43413 members 
Mstep: Class 7 contains 177500 members 
Mstep: Class 8 contains 216176 members 
Mstep: Class 12 contains 11043 members 
Mstep: Class 15 contains 29110 members 
Mstep: Class 19 contains 21188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648272.000000 Penalty: 36522.324219
Iteration 485Q: 12 clusters Score -7.464827e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 24246 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 12538 members 
Mstep: Class 6 contains 43407 members 
Mstep: Class 7 contains 177527 members 
Mstep: Class 8 contains 216183 members 
Mstep: Class 12 contains 11040 members 
Mstep: Class 15 contains 29111 members 
Mstep: Class 19 contains 21183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648224.000000 Penalty: 36522.324219
Iteration 486Q: 12 clusters Score -7.464822e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109464 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 24242 members 
Mstep: Class 4 contains 5910 members 
Mstep: Class 5 contains 12537 members 
Mstep: Class 6 contains 43408 members 
Mstep: Class 7 contains 177577 members 
Mstep: Class 8 contains 216186 members 
Mstep: Class 12 contains 11041 members 
Mstep: Class 15 contains 29113 members 
Mstep: Class 19 contains 21179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648224.000000 Penalty: 36522.324219
Iteration 487Q: 12 clusters Score -7.464822e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109420 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 24239 members 
Mstep: Class 4 contains 5910 members 
Mstep: Class 5 contains 12540 members 
Mstep: Class 6 contains 43408 members 
Mstep: Class 7 contains 177613 members 
Mstep: Class 8 contains 216193 members 
Mstep: Class 12 contains 11042 members 
Mstep: Class 15 contains 29113 members 
Mstep: Class 19 contains 21179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648376.000000 Penalty: 36522.324219
Iteration 488Q: 12 clusters Score -7.464838e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109359 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 24232 members 
Mstep: Class 4 contains 5911 members 
Mstep: Class 5 contains 12547 members 
Mstep: Class 6 contains 43411 members 
Mstep: Class 7 contains 177660 members 
Mstep: Class 8 contains 216205 members 
Mstep: Class 12 contains 11040 members 
Mstep: Class 15 contains 29115 members 
Mstep: Class 19 contains 21177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648448.000000 Penalty: 36522.324219
Iteration 489Q: 12 clusters Score -7.464845e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 24228 members 
Mstep: Class 4 contains 5907 members 
Mstep: Class 5 contains 12549 members 
Mstep: Class 6 contains 43413 members 
Mstep: Class 7 contains 177721 members 
Mstep: Class 8 contains 216205 members 
Mstep: Class 12 contains 11038 members 
Mstep: Class 15 contains 29112 members 
Mstep: Class 19 contains 21176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648472.000000 Penalty: 36522.324219
Iteration 490Q: 12 clusters Score -7.464847e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109265 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 24224 members 
Mstep: Class 4 contains 5907 members 
Mstep: Class 5 contains 12546 members 
Mstep: Class 6 contains 43410 members 
Mstep: Class 7 contains 177753 members 
Mstep: Class 8 contains 216233 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 15 contains 29112 members 
Mstep: Class 19 contains 21173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648448.000000 Penalty: 36522.324219
Iteration 491Q: 12 clusters Score -7.464845e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109243 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 24228 members 
Mstep: Class 4 contains 5905 members 
Mstep: Class 5 contains 12542 members 
Mstep: Class 6 contains 43410 members 
Mstep: Class 7 contains 177789 members 
Mstep: Class 8 contains 216229 members 
Mstep: Class 12 contains 11028 members 
Mstep: Class 15 contains 29111 members 
Mstep: Class 19 contains 21172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648624.000000 Penalty: 36522.324219
Iteration 492Q: 12 clusters Score -7.464862e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109203 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24227 members 
Mstep: Class 4 contains 5905 members 
Mstep: Class 5 contains 12538 members 
Mstep: Class 6 contains 43415 members 
Mstep: Class 7 contains 177840 members 
Mstep: Class 8 contains 216223 members 
Mstep: Class 12 contains 11026 members 
Mstep: Class 15 contains 29114 members 
Mstep: Class 19 contains 21167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648744.000000 Penalty: 36522.324219
Iteration 493Q: 12 clusters Score -7.464874e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109172 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24226 members 
Mstep: Class 4 contains 5901 members 
Mstep: Class 5 contains 12540 members 
Mstep: Class 6 contains 43409 members 
Mstep: Class 7 contains 177925 members 
Mstep: Class 8 contains 216183 members 
Mstep: Class 12 contains 11021 members 
Mstep: Class 15 contains 29114 members 
Mstep: Class 19 contains 21167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648672.000000 Penalty: 36522.324219
Iteration 494Q: 12 clusters Score -7.464867e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109134 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24224 members 
Mstep: Class 4 contains 5898 members 
Mstep: Class 5 contains 12541 members 
Mstep: Class 6 contains 43404 members 
Mstep: Class 7 contains 178042 members 
Mstep: Class 8 contains 216117 members 
Mstep: Class 12 contains 11017 members 
Mstep: Class 15 contains 29114 members 
Mstep: Class 19 contains 21167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648672.000000 Penalty: 36522.324219
Iteration 495Q: 12 clusters Score -7.464867e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109100 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24220 members 
Mstep: Class 4 contains 5896 members 
Mstep: Class 5 contains 12542 members 
Mstep: Class 6 contains 43400 members 
Mstep: Class 7 contains 178158 members 
Mstep: Class 8 contains 216050 members 
Mstep: Class 12 contains 11014 members 
Mstep: Class 15 contains 29113 members 
Mstep: Class 19 contains 21165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648816.000000 Penalty: 36522.324219
Iteration 496Q: 12 clusters Score -7.464882e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 109054 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24220 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 12543 members 
Mstep: Class 6 contains 43395 members 
Mstep: Class 7 contains 178259 members 
Mstep: Class 8 contains 216003 members 
Mstep: Class 12 contains 11014 members 
Mstep: Class 15 contains 29110 members 
Mstep: Class 19 contains 21165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648816.000000 Penalty: 36522.324219
Iteration 497Q: 12 clusters Score -7.464882e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108992 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24220 members 
Mstep: Class 4 contains 5896 members 
Mstep: Class 5 contains 12540 members 
Mstep: Class 6 contains 43391 members 
Mstep: Class 7 contains 178354 members 
Mstep: Class 8 contains 215976 members 
Mstep: Class 12 contains 11013 members 
Mstep: Class 15 contains 29110 members 
Mstep: Class 19 contains 21166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648800.000000 Penalty: 36522.324219
Iteration 498Q: 12 clusters Score -7.46488e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108933 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24223 members 
Mstep: Class 4 contains 5896 members 
Mstep: Class 5 contains 12536 members 
Mstep: Class 6 contains 43387 members 
Mstep: Class 7 contains 178447 members 
Mstep: Class 8 contains 215942 members 
Mstep: Class 12 contains 11010 members 
Mstep: Class 15 contains 29109 members 
Mstep: Class 19 contains 21175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648808.000000 Penalty: 36522.324219
Iteration 499Q: 12 clusters Score -7.464881e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 108860 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 24219 members 
Mstep: Class 4 contains 5895 members 
Mstep: Class 5 contains 12529 members 
Mstep: Class 6 contains 43381 members 
Mstep: Class 7 contains 178517 members 
Mstep: Class 8 contains 215966 members 
Mstep: Class 12 contains 11008 members 
Mstep: Class 15 contains 29106 members 
Mstep: Class 19 contains 21177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648824.000000 Penalty: 36522.324219
Iteration 500F: 12 clusters Score -7.464882e+07 nChanged 364
Maximum iterations exceeded
--- Evaluating fit on full set of 1956292 points ---
Entering Unmasked Estep 
Score: -222727312.000000 Penalty: 39519.339844
21->12 Clusters: Score -222727312.000000, best is -222767936.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 652097 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 30991 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 31384 members 
Mstep: Class 5 contains 31090 members 
Mstep: Class 6 contains 31166 members 
Mstep: Class 7 contains 30863 members 
Mstep: Class 8 contains 30835 members 
Mstep: Class 9 contains 31005 members 
Mstep: Class 10 contains 30923 members 
Mstep: Class 11 contains 31322 members 
Mstep: Class 12 contains 31065 members 
Mstep: Class 13 contains 31269 members 
Mstep: Class 14 contains 31023 members 
Mstep: Class 15 contains 31161 members 
Mstep: Class 16 contains 30873 members 
Mstep: Class 17 contains 31011 members 
Mstep: Class 18 contains 30820 members 
Mstep: Class 19 contains 30968 members 
Mstep: Class 20 contains 31238 members 
Mstep: Class 21 contains 31373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1016.037292 but Gain 3320.210938
Score: -72344400.000000 Penalty: 66404.226562
Iteration 0F: 21 clusters Score -7.23444e+07 nChanged 616550
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 2 contains 33001 members 
Mstep: Class 3 contains 62691 members 
Mstep: Class 4 contains 30436 members 
Mstep: Class 5 contains 23838 members 
Mstep: Class 6 contains 28141 members 
Mstep: Class 7 contains 65880 members 
Mstep: Class 8 contains 23156 members 
Mstep: Class 9 contains 20176 members 
Mstep: Class 10 contains 31454 members 
Mstep: Class 11 contains 32845 members 
Mstep: Class 12 contains 31326 members 
Mstep: Class 13 contains 36533 members 
Mstep: Class 14 contains 36577 members 
Mstep: Class 15 contains 26998 members 
Mstep: Class 16 contains 25647 members 
Mstep: Class 17 contains 38660 members 
Mstep: Class 18 contains 19093 members 
Mstep: Class 19 contains 41485 members 
Mstep: Class 20 contains 22294 members 
Mstep: Class 21 contains 21777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73619000.000000 Penalty: 66404.226562
Iteration 1F: 21 clusters Score -7.3619e+07 nChanged 217234
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 2 contains 37401 members 
Mstep: Class 3 contains 63168 members 
Mstep: Class 4 contains 31635 members 
Mstep: Class 5 contains 16969 members 
Mstep: Class 6 contains 18158 members 
Mstep: Class 7 contains 84492 members 
Mstep: Class 8 contains 14707 members 
Mstep: Class 9 contains 21420 members 
Mstep: Class 10 contains 24679 members 
Mstep: Class 11 contains 34356 members 
Mstep: Class 12 contains 21050 members 
Mstep: Class 13 contains 39273 members 
Mstep: Class 14 contains 47967 members 
Mstep: Class 15 contains 32231 members 
Mstep: Class 16 contains 18132 members 
Mstep: Class 17 contains 43662 members 
Mstep: Class 18 contains 14429 members 
Mstep: Class 19 contains 40111 members 
Mstep: Class 20 contains 26737 members 
Mstep: Class 21 contains 21436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73939544.000000 Penalty: 66404.226562
Iteration 2F: 21 clusters Score -7.393954e+07 nChanged 165420
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 36404 members 
Mstep: Class 3 contains 68819 members 
Mstep: Class 4 contains 27058 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 9666 members 
Mstep: Class 7 contains 115882 members 
Mstep: Class 8 contains 12569 members 
Mstep: Class 9 contains 19479 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 30112 members 
Mstep: Class 12 contains 13682 members 
Mstep: Class 13 contains 34779 members 
Mstep: Class 14 contains 55542 members 
Mstep: Class 15 contains 31694 members 
Mstep: Class 16 contains 13157 members 
Mstep: Class 17 contains 49487 members 
Mstep: Class 18 contains 10984 members 
Mstep: Class 19 contains 41368 members 
Mstep: Class 20 contains 26575 members 
Mstep: Class 21 contains 20256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74108752.000000 Penalty: 66404.226562
Iteration 3F: 21 clusters Score -7.410875e+07 nChanged 129583
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 30896 members 
Mstep: Class 3 contains 77152 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 5 contains 9961 members 
Mstep: Class 6 contains 5317 members 
Mstep: Class 7 contains 156941 members 
Mstep: Class 8 contains 14128 members 
Mstep: Class 9 contains 15003 members 
Mstep: Class 10 contains 22449 members 
Mstep: Class 11 contains 24321 members 
Mstep: Class 12 contains 8701 members 
Mstep: Class 13 contains 29650 members 
Mstep: Class 14 contains 57306 members 
Mstep: Class 15 contains 27033 members 
Mstep: Class 16 contains 9192 members 
Mstep: Class 17 contains 52967 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 41587 members 
Mstep: Class 20 contains 23183 members 
Mstep: Class 21 contains 16913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74223096.000000 Penalty: 66404.226562
Iteration 4F: 21 clusters Score -7.42231e+07 nChanged 112659
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 23053 members 
Mstep: Class 3 contains 84586 members 
Mstep: Class 4 contains 16060 members 
Mstep: Class 5 contains 7558 members 
Mstep: Class 6 contains 3335 members 
Mstep: Class 7 contains 207796 members 
Mstep: Class 8 contains 15212 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 23760 members 
Mstep: Class 11 contains 18680 members 
Mstep: Class 12 contains 5069 members 
Mstep: Class 13 contains 25326 members 
Mstep: Class 14 contains 54123 members 
Mstep: Class 15 contains 20341 members 
Mstep: Class 16 contains 5962 members 
Mstep: Class 17 contains 53975 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 40775 members 
Mstep: Class 20 contains 18222 members 
Mstep: Class 21 contains 12565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2544.738770 but Gain 3320.210938
Score: -74319680.000000 Penalty: 63084.015625
Iteration 5F: 20 clusters Score -7.431968e+07 nChanged 103291
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 2 contains 15219 members 
Mstep: Class 3 contains 86386 members 
Mstep: Class 4 contains 11764 members 
Mstep: Class 5 contains 4996 members 
Mstep: Class 7 contains 264192 members 
Mstep: Class 8 contains 15782 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 25617 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 21530 members 
Mstep: Class 14 contains 47207 members 
Mstep: Class 15 contains 13910 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 52684 members 
Mstep: Class 18 contains 3755 members 
Mstep: Class 19 contains 39755 members 
Mstep: Class 20 contains 13321 members 
Mstep: Class 21 contains 8267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2906.871826 but Gain 3320.210938
Score: -74388584.000000 Penalty: 59763.804688
Iteration 6F: 19 clusters Score -7.438858e+07 nChanged 84243
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 2 contains 9734 members 
Mstep: Class 3 contains 84523 members 
Mstep: Class 4 contains 9402 members 
Mstep: Class 7 contains 308532 members 
Mstep: Class 8 contains 15614 members 
Mstep: Class 9 contains 4534 members 
Mstep: Class 10 contains 28659 members 
Mstep: Class 11 contains 11579 members 
Mstep: Class 12 contains 1466 members 
Mstep: Class 13 contains 18398 members 
Mstep: Class 14 contains 40212 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 2362 members 
Mstep: Class 17 contains 51214 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 38456 members 
Mstep: Class 20 contains 9705 members 
Mstep: Class 21 contains 5215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2664.358154 but Gain 3320.210938
Score: -74427360.000000 Penalty: 56443.593750
Iteration 7F: 18 clusters Score -7.442736e+07 nChanged 64971
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 6945 members 
Mstep: Class 3 contains 82155 members 
Mstep: Class 4 contains 8745 members 
Mstep: Class 7 contains 338566 members 
Mstep: Class 8 contains 15151 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 28778 members 
Mstep: Class 11 contains 9600 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 15736 members 
Mstep: Class 14 contains 34507 members 
Mstep: Class 15 contains 7086 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 50603 members 
Mstep: Class 19 contains 37828 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 3356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2467.839355 but Gain 3320.210938
Score: -74405856.000000 Penalty: 53123.382812
Iteration 8F: 17 clusters Score -7.440586e+07 nChanged 50380
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 86280 members 
Mstep: Class 4 contains 9304 members 
Mstep: Class 7 contains 342969 members 
Mstep: Class 8 contains 14537 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 28875 members 
Mstep: Class 11 contains 8496 members 
Mstep: Class 12 contains 461 members 
Mstep: Class 13 contains 14543 members 
Mstep: Class 14 contains 33057 members 
Mstep: Class 15 contains 6156 members 
Mstep: Class 16 contains 1307 members 
Mstep: Class 17 contains 52430 members 
Mstep: Class 19 contains 38936 members 
Mstep: Class 20 contains 5836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74418368.000000 Penalty: 53123.382812
Iteration 9F: 17 clusters Score -7.441837e+07 nChanged 38836
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 2 contains 5597 members 
Mstep: Class 3 contains 93729 members 
Mstep: Class 4 contains 10170 members 
Mstep: Class 7 contains 335854 members 
Mstep: Class 8 contains 13766 members 
Mstep: Class 9 contains 2722 members 
Mstep: Class 10 contains 28948 members 
Mstep: Class 11 contains 7451 members 
Mstep: Class 12 contains 320 members 
Mstep: Class 13 contains 13687 members 
Mstep: Class 14 contains 33123 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 54360 members 
Mstep: Class 19 contains 40572 members 
Mstep: Class 20 contains 4809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74449144.000000 Penalty: 53123.382812
Iteration 10F: 17 clusters Score -7.444914e+07 nChanged 34646
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 2 contains 5411 members 
Mstep: Class 3 contains 102499 members 
Mstep: Class 4 contains 11115 members 
Mstep: Class 7 contains 327034 members 
Mstep: Class 8 contains 12815 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 28972 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 12619 members 
Mstep: Class 14 contains 34015 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 55616 members 
Mstep: Class 19 contains 42356 members 
Mstep: Class 20 contains 3916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74484656.000000 Penalty: 53123.382812
Iteration 11F: 17 clusters Score -7.448466e+07 nChanged 32272
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 5317 members 
Mstep: Class 3 contains 111822 members 
Mstep: Class 4 contains 12085 members 
Mstep: Class 7 contains 318167 members 
Mstep: Class 8 contains 11695 members 
Mstep: Class 9 contains 2210 members 
Mstep: Class 10 contains 28988 members 
Mstep: Class 11 contains 5243 members 
Mstep: Class 12 contains 313 members 
Mstep: Class 13 contains 11267 members 
Mstep: Class 14 contains 35455 members 
Mstep: Class 15 contains 5213 members 
Mstep: Class 16 contains 1009 members 
Mstep: Class 17 contains 56067 members 
Mstep: Class 19 contains 44096 members 
Mstep: Class 20 contains 3111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2680.748047 but Gain 3320.210938
Score: -74520184.000000 Penalty: 49803.171875
Iteration 12Q: 16 clusters Score -7.452018e+07 nChanged 32409
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 5255 members 
Mstep: Class 3 contains 121715 members 
Mstep: Class 4 contains 13068 members 
Mstep: Class 7 contains 310414 members 
Mstep: Class 8 contains 10504 members 
Mstep: Class 9 contains 1677 members 
Mstep: Class 10 contains 28995 members 
Mstep: Class 11 contains 4197 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 9705 members 
Mstep: Class 14 contains 38233 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 56018 members 
Mstep: Class 19 contains 46112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74547032.000000 Penalty: 49803.171875
Iteration 13Q: 16 clusters Score -7.454703e+07 nChanged 26622
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 131932 members 
Mstep: Class 4 contains 14040 members 
Mstep: Class 7 contains 300565 members 
Mstep: Class 8 contains 9474 members 
Mstep: Class 9 contains 1388 members 
Mstep: Class 10 contains 28976 members 
Mstep: Class 11 contains 3446 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 8183 members 
Mstep: Class 14 contains 40193 members 
Mstep: Class 15 contains 4601 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 55070 members 
Mstep: Class 19 contains 47757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3217.734619 but Gain 3320.214844
Score: -74566304.000000 Penalty: 46482.957031
Iteration 14Q: 15 clusters Score -7.45663e+07 nChanged 25921
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 5145 members 
Mstep: Class 3 contains 142727 members 
Mstep: Class 4 contains 15136 members 
Mstep: Class 7 contains 292313 members 
Mstep: Class 8 contains 8677 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 28959 members 
Mstep: Class 12 contains 260 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 42148 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 53530 members 
Mstep: Class 19 contains 49777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74584600.000000 Penalty: 46482.957031
Iteration 15Q: 15 clusters Score -7.45846e+07 nChanged 19989
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 152199 members 
Mstep: Class 4 contains 15919 members 
Mstep: Class 7 contains 283832 members 
Mstep: Class 8 contains 8091 members 
Mstep: Class 9 contains 1190 members 
Mstep: Class 10 contains 28939 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 43907 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 920 members 
Mstep: Class 17 contains 51593 members 
Mstep: Class 19 contains 50333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74592928.000000 Penalty: 46482.957031
Iteration 16Q: 15 clusters Score -7.459293e+07 nChanged 17737
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 161023 members 
Mstep: Class 4 contains 16590 members 
Mstep: Class 7 contains 276241 members 
Mstep: Class 8 contains 7600 members 
Mstep: Class 9 contains 1159 members 
Mstep: Class 10 contains 28940 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 4913 members 
Mstep: Class 14 contains 45483 members 
Mstep: Class 15 contains 3775 members 
Mstep: Class 16 contains 911 members 
Mstep: Class 17 contains 49524 members 
Mstep: Class 19 contains 50678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74596552.000000 Penalty: 46482.957031
Iteration 17Q: 15 clusters Score -7.459655e+07 nChanged 16611
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 4888 members 
Mstep: Class 3 contains 169546 members 
Mstep: Class 4 contains 17219 members 
Mstep: Class 7 contains 269024 members 
Mstep: Class 8 contains 7224 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 28956 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 4207 members 
Mstep: Class 14 contains 46881 members 
Mstep: Class 15 contains 3531 members 
Mstep: Class 16 contains 901 members 
Mstep: Class 17 contains 47470 members 
Mstep: Class 19 contains 50806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74600344.000000 Penalty: 46482.957031
Iteration 18Q: 15 clusters Score -7.460034e+07 nChanged 16248
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 179637 members 
Mstep: Class 4 contains 17847 members 
Mstep: Class 7 contains 259943 members 
Mstep: Class 8 contains 6893 members 
Mstep: Class 9 contains 1177 members 
Mstep: Class 10 contains 28972 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 3700 members 
Mstep: Class 14 contains 48239 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 45556 members 
Mstep: Class 19 contains 50862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74602896.000000 Penalty: 46482.957031
Iteration 19Q: 15 clusters Score -7.46029e+07 nChanged 17374
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 4652 members 
Mstep: Class 3 contains 191711 members 
Mstep: Class 4 contains 18423 members 
Mstep: Class 7 contains 248780 members 
Mstep: Class 8 contains 6607 members 
Mstep: Class 9 contains 1184 members 
Mstep: Class 10 contains 28977 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 49467 members 
Mstep: Class 15 contains 3121 members 
Mstep: Class 16 contains 878 members 
Mstep: Class 17 contains 43827 members 
Mstep: Class 19 contains 50866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74606576.000000 Penalty: 46482.957031
Iteration 20F: 15 clusters Score -7.460658e+07 nChanged 18766
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 205446 members 
Mstep: Class 4 contains 18939 members 
Mstep: Class 7 contains 236027 members 
Mstep: Class 8 contains 6375 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 28989 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 50466 members 
Mstep: Class 15 contains 2969 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 42281 members 
Mstep: Class 19 contains 50668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74610168.000000 Penalty: 46482.957031
Iteration 21Q: 15 clusters Score -7.461017e+07 nChanged 18305
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 4406 members 
Mstep: Class 3 contains 219351 members 
Mstep: Class 4 contains 19326 members 
Mstep: Class 7 contains 223390 members 
Mstep: Class 8 contains 6159 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 28978 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 2785 members 
Mstep: Class 14 contains 51308 members 
Mstep: Class 15 contains 2829 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 40767 members 
Mstep: Class 19 contains 50430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74611552.000000 Penalty: 46482.957031
Iteration 22Q: 15 clusters Score -7.461155e+07 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 4292 members 
Mstep: Class 3 contains 233401 members 
Mstep: Class 4 contains 19648 members 
Mstep: Class 7 contains 210677 members 
Mstep: Class 8 contains 5966 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 28971 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 51987 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 39372 members 
Mstep: Class 19 contains 50161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3141.464844 but Gain 3320.210938
Score: -74612552.000000 Penalty: 43162.746094
Iteration 23Q: 14 clusters Score -7.461255e+07 nChanged 20108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 247736 members 
Mstep: Class 4 contains 19940 members 
Mstep: Class 7 contains 199062 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 28987 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 14 contains 52670 members 
Mstep: Class 15 contains 2629 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 38160 members 
Mstep: Class 19 contains 50590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74614472.000000 Penalty: 43162.746094
Iteration 24Q: 14 clusters Score -7.461447e+07 nChanged 17049
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 4112 members 
Mstep: Class 3 contains 259354 members 
Mstep: Class 4 contains 20213 members 
Mstep: Class 7 contains 187865 members 
Mstep: Class 8 contains 5628 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 29007 members 
Mstep: Class 12 contains 220 members 
Mstep: Class 14 contains 53373 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 37091 members 
Mstep: Class 19 contains 50552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613624.000000 Penalty: 43162.746094
Iteration 25Q: 14 clusters Score -7.461362e+07 nChanged 15322
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 4039 members 
Mstep: Class 3 contains 268581 members 
Mstep: Class 4 contains 20407 members 
Mstep: Class 7 contains 178865 members 
Mstep: Class 8 contains 5490 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 29026 members 
Mstep: Class 12 contains 217 members 
Mstep: Class 14 contains 54104 members 
Mstep: Class 15 contains 2475 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 36165 members 
Mstep: Class 19 contains 50591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613368.000000 Penalty: 43162.746094
Iteration 26Q: 14 clusters Score -7.461337e+07 nChanged 13847
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 274669 members 
Mstep: Class 4 contains 20524 members 
Mstep: Class 7 contains 173014 members 
Mstep: Class 8 contains 5384 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 29035 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 14 contains 54773 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 35372 members 
Mstep: Class 19 contains 50601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613152.000000 Penalty: 43162.746094
Iteration 27Q: 14 clusters Score -7.461315e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3897 members 
Mstep: Class 3 contains 277798 members 
Mstep: Class 4 contains 20546 members 
Mstep: Class 7 contains 170081 members 
Mstep: Class 8 contains 5300 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 29063 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 55398 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 34705 members 
Mstep: Class 19 contains 50601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613680.000000 Penalty: 43162.746094
Iteration 28Q: 14 clusters Score -7.461368e+07 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3834 members 
Mstep: Class 3 contains 279248 members 
Mstep: Class 4 contains 20541 members 
Mstep: Class 7 contains 168731 members 
Mstep: Class 8 contains 5211 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 29061 members 
Mstep: Class 12 contains 213 members 
Mstep: Class 14 contains 56133 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 34124 members 
Mstep: Class 19 contains 50550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74614056.000000 Penalty: 43162.746094
Iteration 29Q: 14 clusters Score -7.461406e+07 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 279456 members 
Mstep: Class 4 contains 20489 members 
Mstep: Class 7 contains 168648 members 
Mstep: Class 8 contains 5123 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 29051 members 
Mstep: Class 12 contains 213 members 
Mstep: Class 14 contains 56844 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 33568 members 
Mstep: Class 19 contains 50540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74614000.000000 Penalty: 43162.746094
Iteration 30Q: 14 clusters Score -7.4614e+07 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3687 members 
Mstep: Class 3 contains 278055 members 
Mstep: Class 4 contains 20431 members 
Mstep: Class 7 contains 170016 members 
Mstep: Class 8 contains 5021 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 29056 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 57669 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 33049 members 
Mstep: Class 19 contains 50527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613088.000000 Penalty: 43162.746094
Iteration 31Q: 14 clusters Score -7.461309e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 274771 members 
Mstep: Class 4 contains 20398 members 
Mstep: Class 7 contains 172976 members 
Mstep: Class 8 contains 4935 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 29068 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 58626 members 
Mstep: Class 15 contains 2240 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 32603 members 
Mstep: Class 19 contains 50507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74612328.000000 Penalty: 43162.746094
Iteration 32Q: 14 clusters Score -7.461233e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3579 members 
Mstep: Class 3 contains 269930 members 
Mstep: Class 4 contains 20384 members 
Mstep: Class 7 contains 177206 members 
Mstep: Class 8 contains 4844 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 29078 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 14 contains 59753 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 32198 members 
Mstep: Class 19 contains 50546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74612432.000000 Penalty: 43162.746094
Iteration 33Q: 14 clusters Score -7.461243e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3531 members 
Mstep: Class 3 contains 264418 members 
Mstep: Class 4 contains 20389 members 
Mstep: Class 7 contains 181951 members 
Mstep: Class 8 contains 4763 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 29081 members 
Mstep: Class 12 contains 213 members 
Mstep: Class 14 contains 61023 members 
Mstep: Class 15 contains 2239 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 31786 members 
Mstep: Class 19 contains 50579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613440.000000 Penalty: 43162.746094
Iteration 34Q: 14 clusters Score -7.461344e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 258492 members 
Mstep: Class 4 contains 20409 members 
Mstep: Class 7 contains 187138 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 29092 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 14 contains 62257 members 
Mstep: Class 15 contains 2230 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 31376 members 
Mstep: Class 19 contains 50552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74614576.000000 Penalty: 43162.746094
Iteration 35Q: 14 clusters Score -7.461458e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3482 members 
Mstep: Class 3 contains 252041 members 
Mstep: Class 4 contains 20434 members 
Mstep: Class 7 contains 192889 members 
Mstep: Class 8 contains 4646 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 29103 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 14 contains 63544 members 
Mstep: Class 15 contains 2241 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 30862 members 
Mstep: Class 19 contains 50522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74615256.000000 Penalty: 43162.746094
Iteration 36Q: 14 clusters Score -7.461526e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 245496 members 
Mstep: Class 4 contains 20462 members 
Mstep: Class 7 contains 198786 members 
Mstep: Class 8 contains 4585 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 29093 members 
Mstep: Class 12 contains 210 members 
Mstep: Class 14 contains 64842 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 30306 members 
Mstep: Class 19 contains 50491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616320.000000 Penalty: 43162.746094
Iteration 37Q: 14 clusters Score -7.461632e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 3 contains 239012 members 
Mstep: Class 4 contains 20472 members 
Mstep: Class 7 contains 204780 members 
Mstep: Class 8 contains 4517 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 29081 members 
Mstep: Class 12 contains 210 members 
Mstep: Class 14 contains 66062 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 29688 members 
Mstep: Class 19 contains 50468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74617784.000000 Penalty: 43162.746094
Iteration 38Q: 14 clusters Score -7.461778e+07 nChanged 8789
Entering ConstructFrom: 
Score: -74617784.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 2 (3384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Entering Unmasked Estep 
Score: -392378.250000 Penalty: 2015.449829
	Iteration 0F: 2 clusters Score -392378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -388833.281250 Penalty: 4030.899658
	Iteration 0F: 3 clusters Score -388833.3 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -389606.937500 Penalty: 4030.899658
	Iteration 1F: 3 clusters Score -389606.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -389769.625000 Penalty: 4030.899658
	Iteration 2F: 3 clusters Score -389769.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -389848.625000 Penalty: 4030.899658
	Iteration 3Q: 3 clusters Score -389848.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -389909.187500 Penalty: 4030.899658
	Iteration 4Q: 3 clusters Score -389909.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -389950.437500 Penalty: 4030.899658
	Iteration 5Q: 3 clusters Score -389950.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -389986.781250 Penalty: 4030.899658
	Iteration 6Q: 3 clusters Score -389986.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -390012.531250 Penalty: 4030.899658
	Iteration 7Q: 3 clusters Score -390012.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -390029.156250 Penalty: 4030.899658
	Iteration 8Q: 3 clusters Score -390029.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -390039.125000 Penalty: 4030.899658
	Iteration 9Q: 3 clusters Score -390039.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -390054.031250 Penalty: 4030.899658
	Iteration 10Q: 3 clusters Score -390054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -390064.468750 Penalty: 4030.899658
	Iteration 11Q: 3 clusters Score -390064.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -390074.656250 Penalty: 4030.899658
	Iteration 12Q: 3 clusters Score -390074.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -390080.656250 Penalty: 4030.899658
	Iteration 13Q: 3 clusters Score -390080.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -390087.062500 Penalty: 4030.899658
	Iteration 14Q: 3 clusters Score -390087.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -390090.062500 Penalty: 4030.899658
	Iteration 15Q: 3 clusters Score -390090.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -390094.000000 Penalty: 4030.899658
	Iteration 16Q: 3 clusters Score -390094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -390101.500000 Penalty: 4030.899658
	Iteration 17Q: 3 clusters Score -390101.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -390106.500000 Penalty: 4030.899658
	Iteration 18Q: 3 clusters Score -390106.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -390111.937500 Penalty: 4030.899658
	Iteration 19Q: 3 clusters Score -390111.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -390117.468750 Penalty: 4030.899658
	Iteration 20F: 3 clusters Score -390117.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -390125.218750 Penalty: 4030.899658
	Iteration 21Q: 3 clusters Score -390125.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -390130.781250 Penalty: 4030.899658
	Iteration 22Q: 3 clusters Score -390130.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -390135.250000 Penalty: 4030.899658
	Iteration 23Q: 3 clusters Score -390135.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -390142.843750 Penalty: 4030.899658
	Iteration 24Q: 3 clusters Score -390142.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -390153.781250 Penalty: 4030.899658
	Iteration 25Q: 3 clusters Score -390153.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -390163.125000 Penalty: 4030.899658
	Iteration 26Q: 3 clusters Score -390163.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -390171.781250 Penalty: 4030.899658
	Iteration 27Q: 3 clusters Score -390171.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -390176.593750 Penalty: 4030.899658
	Iteration 28Q: 3 clusters Score -390176.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -390184.531250 Penalty: 4030.899658
	Iteration 29Q: 3 clusters Score -390184.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -390192.000000 Penalty: 4030.899658
	Iteration 30Q: 3 clusters Score -390192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -390198.625000 Penalty: 4030.899658
	Iteration 31Q: 3 clusters Score -390198.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -390201.500000 Penalty: 4030.899658
	Iteration 32Q: 3 clusters Score -390201.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -390205.625000 Penalty: 4030.899658
	Iteration 33Q: 3 clusters Score -390205.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -390210.687500 Penalty: 4030.899658
	Iteration 34Q: 3 clusters Score -390210.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -390213.687500 Penalty: 4030.899658
	Iteration 35Q: 3 clusters Score -390213.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -390215.625000 Penalty: 4030.899658
	Iteration 36Q: 3 clusters Score -390215.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -390216.937500 Penalty: 4030.899658
	Iteration 37Q: 3 clusters Score -390216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -390218.593750 Penalty: 4030.899658
	Iteration 38Q: 3 clusters Score -390218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -390220.687500 Penalty: 4030.899658
	Iteration 39Q: 3 clusters Score -390220.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -390222.406250 Penalty: 4030.899658
	Iteration 40F: 3 clusters Score -390222.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -390223.937500 Penalty: 4030.899658
	Iteration 41Q: 3 clusters Score -390223.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -390226.656250 Penalty: 4030.899658
	Iteration 42Q: 3 clusters Score -390226.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -390230.000000 Penalty: 4030.899658
	Iteration 43Q: 3 clusters Score -390230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -390232.625000 Penalty: 4030.899658
	Iteration 44Q: 3 clusters Score -390232.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -390240.781250 Penalty: 4030.899658
	Iteration 45Q: 3 clusters Score -390240.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -390245.000000 Penalty: 4030.899658
	Iteration 46Q: 3 clusters Score -390245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -390249.906250 Penalty: 4030.899658
	Iteration 47Q: 3 clusters Score -390249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -390250.000000 Penalty: 4030.899658
	Iteration 48Q: 3 clusters Score -390250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -390251.187500 Penalty: 4030.899658
	Iteration 49Q: 3 clusters Score -390251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -390253.906250 Penalty: 4030.899658
	Iteration 50Q: 3 clusters Score -390253.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -390258.375000 Penalty: 4030.899658
	Iteration 51Q: 3 clusters Score -390258.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -390263.187500 Penalty: 4030.899658
	Iteration 52Q: 3 clusters Score -390263.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -390265.906250 Penalty: 4030.899658
	Iteration 53Q: 3 clusters Score -390265.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -390268.625000 Penalty: 4030.899658
	Iteration 54Q: 3 clusters Score -390268.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -390271.906250 Penalty: 4030.899658
	Iteration 55Q: 3 clusters Score -390271.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -390275.062500 Penalty: 4030.899658
	Iteration 56Q: 3 clusters Score -390275.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -390277.250000 Penalty: 4030.899658
	Iteration 57Q: 3 clusters Score -390277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -390279.062500 Penalty: 4030.899658
	Iteration 58Q: 3 clusters Score -390279.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -390281.531250 Penalty: 4030.899658
	Iteration 59Q: 3 clusters Score -390281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -390282.562500 Penalty: 4030.899658
	Iteration 60F: 3 clusters Score -390282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -390283.093750 Penalty: 4030.899658
	Iteration 61Q: 3 clusters Score -390283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -390283.250000 Penalty: 4030.899658
	Iteration 62Q: 3 clusters Score -390283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -390284.218750 Penalty: 4030.899658
	Iteration 63Q: 3 clusters Score -390284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -390284.531250 Penalty: 4030.899658
	Iteration 64Q: 3 clusters Score -390284.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -390284.781250 Penalty: 4030.899658
	Iteration 65Q: 3 clusters Score -390284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -390285.250000 Penalty: 4030.899658
	Iteration 66Q: 3 clusters Score -390285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -390285.562500 Penalty: 4030.899658
	Iteration 67Q: 3 clusters Score -390285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -390286.000000 Penalty: 4030.899658
	Iteration 68Q: 3 clusters Score -390286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -390286.000000 Penalty: 4030.899658
	Iteration 69F: 3 clusters Score -390286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (232737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232737 members 
Entering Unmasked Estep 
Score: -27001306.000000 Penalty: 3064.700684
	Iteration 0F: 2 clusters Score -2.700131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116757 members 
Mstep: Class 2 contains 115980 members 
Entering Unmasked Estep 
Score: -26859084.000000 Penalty: 6129.401367
	Iteration 0F: 3 clusters Score -2.685908e+07 nChanged 112117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120154 members 
Mstep: Class 2 contains 112583 members 
Entering Unmasked Estep 
Score: -26925358.000000 Penalty: 6129.401367
	Iteration 1F: 3 clusters Score -2.692536e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122417 members 
Mstep: Class 2 contains 110320 members 
Entering Unmasked Estep 
Score: -26926408.000000 Penalty: 6129.401367
	Iteration 2Q: 3 clusters Score -2.692641e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125926 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -26927962.000000 Penalty: 6129.401367
	Iteration 3Q: 3 clusters Score -2.692796e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131417 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -26930618.000000 Penalty: 6129.401367
	Iteration 4Q: 3 clusters Score -2.693062e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139485 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -26934362.000000 Penalty: 6129.401367
	Iteration 5Q: 3 clusters Score -2.693436e+07 nChanged 12273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151170 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -26940958.000000 Penalty: 6129.401367
	Iteration 6F: 3 clusters Score -2.694096e+07 nChanged 16129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167019 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -26951652.000000 Penalty: 6129.401367
	Iteration 7F: 3 clusters Score -2.695165e+07 nChanged 18350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185249 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -26965540.000000 Penalty: 6129.401367
	Iteration 8F: 3 clusters Score -2.696554e+07 nChanged 16718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201883 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -26978510.000000 Penalty: 6129.401367
	Iteration 9F: 3 clusters Score -2.697851e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214077 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -26987406.000000 Penalty: 6129.401367
	Iteration 10F: 3 clusters Score -2.698741e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221428 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -26992270.000000 Penalty: 6129.401367
	Iteration 11Q: 3 clusters Score -2.699227e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225561 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -26994914.000000 Penalty: 6129.401367
	Iteration 12Q: 3 clusters Score -2.699491e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227924 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -26996432.000000 Penalty: 6129.401367
	Iteration 13Q: 3 clusters Score -2.699643e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229240 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -26997344.000000 Penalty: 6129.401367
	Iteration 14Q: 3 clusters Score -2.699734e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230064 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -26997902.000000 Penalty: 6129.401367
	Iteration 15Q: 3 clusters Score -2.69979e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230534 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -26998084.000000 Penalty: 6129.401367
	Iteration 16Q: 3 clusters Score -2.699808e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230828 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -26998314.000000 Penalty: 6129.401367
	Iteration 17Q: 3 clusters Score -2.699831e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231032 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -26998434.000000 Penalty: 6129.401367
	Iteration 18Q: 3 clusters Score -2.699843e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231171 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -26998550.000000 Penalty: 6129.401367
	Iteration 19Q: 3 clusters Score -2.699855e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231260 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -26998586.000000 Penalty: 6129.401367
	Iteration 20F: 3 clusters Score -2.699859e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231340 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -26998654.000000 Penalty: 6129.401367
	Iteration 21Q: 3 clusters Score -2.699865e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231399 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -26998730.000000 Penalty: 6129.401367
	Iteration 22Q: 3 clusters Score -2.699873e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231443 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -26998770.000000 Penalty: 6129.401367
	Iteration 23Q: 3 clusters Score -2.699877e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231469 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -26998808.000000 Penalty: 6129.401367
	Iteration 24Q: 3 clusters Score -2.699881e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231486 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -26998824.000000 Penalty: 6129.401367
	Iteration 25Q: 3 clusters Score -2.699882e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231505 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -26998830.000000 Penalty: 6129.401367
	Iteration 26Q: 3 clusters Score -2.699883e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231522 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -26998832.000000 Penalty: 6129.401367
	Iteration 27Q: 3 clusters Score -2.699883e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231541 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -26998868.000000 Penalty: 6129.401367
	Iteration 28Q: 3 clusters Score -2.699887e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231555 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -26998866.000000 Penalty: 6129.401367
	Iteration 29Q: 3 clusters Score -2.699887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231570 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -26998882.000000 Penalty: 6129.401367
	Iteration 30Q: 3 clusters Score -2.699888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231580 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -26998878.000000 Penalty: 6129.401367
	Iteration 31Q: 3 clusters Score -2.699888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231588 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -26998876.000000 Penalty: 6129.401367
	Iteration 32Q: 3 clusters Score -2.699888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231594 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -26998892.000000 Penalty: 6129.401367
	Iteration 33Q: 3 clusters Score -2.699889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231601 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -26998884.000000 Penalty: 6129.401367
	Iteration 34Q: 3 clusters Score -2.699888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231605 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -26998872.000000 Penalty: 6129.401367
	Iteration 35Q: 3 clusters Score -2.699887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231602 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -26998894.000000 Penalty: 6129.401367
	Iteration 36Q: 3 clusters Score -2.699889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231602 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -26998886.000000 Penalty: 6129.401367
	Iteration 37Q: 3 clusters Score -2.699889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231603 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -26998880.000000 Penalty: 6129.401367
	Iteration 38Q: 3 clusters Score -2.699888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231600 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -26998894.000000 Penalty: 6129.401367
	Iteration 39Q: 3 clusters Score -2.699889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231600 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -26998894.000000 Penalty: 6129.401367
	Iteration 40F: 3 clusters Score -2.699889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Entering Unmasked Estep 
Score: -2402164.500000 Penalty: 2461.995117
	Iteration 0F: 2 clusters Score -2402164 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 10300 members 
Entering Unmasked Estep 
Score: -2387757.500000 Penalty: 4923.990234
	Iteration 0F: 3 clusters Score -2387758 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2392643.000000 Penalty: 4923.990234
	Iteration 1F: 3 clusters Score -2392643 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2392973.750000 Penalty: 4923.990234
	Iteration 2Q: 3 clusters Score -2392974 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2393251.250000 Penalty: 4923.990234
	Iteration 3Q: 3 clusters Score -2393251 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2393540.250000 Penalty: 4923.990234
	Iteration 4Q: 3 clusters Score -2393540 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2393883.500000 Penalty: 4923.990234
	Iteration 5Q: 3 clusters Score -2393884 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2394286.500000 Penalty: 4923.990234
	Iteration 6Q: 3 clusters Score -2394286 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2394741.000000 Penalty: 4923.990234
	Iteration 7Q: 3 clusters Score -2394741 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2395311.750000 Penalty: 4923.990234
	Iteration 8F: 3 clusters Score -2395312 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2396094.500000 Penalty: 4923.990234
	Iteration 9F: 3 clusters Score -2396094 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2397134.000000 Penalty: 4923.990234
	Iteration 10F: 3 clusters Score -2397134 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2398208.250000 Penalty: 4923.990234
	Iteration 11F: 3 clusters Score -2398208 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2399101.500000 Penalty: 4923.990234
	Iteration 12Q: 3 clusters Score -2399102 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2399605.750000 Penalty: 4923.990234
	Iteration 13Q: 3 clusters Score -2399606 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2399863.250000 Penalty: 4923.990234
	Iteration 14Q: 3 clusters Score -2399863 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2399997.250000 Penalty: 4923.990234
	Iteration 15Q: 3 clusters Score -2399997 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2400085.250000 Penalty: 4923.990234
	Iteration 16Q: 3 clusters Score -2400085 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2400159.750000 Penalty: 4923.990234
	Iteration 17Q: 3 clusters Score -2400160 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2400201.250000 Penalty: 4923.990234
	Iteration 18Q: 3 clusters Score -2400201 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2400244.500000 Penalty: 4923.990234
	Iteration 19Q: 3 clusters Score -2400244 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2400311.000000 Penalty: 4923.990234
	Iteration 20F: 3 clusters Score -2400311 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2400340.250000 Penalty: 4923.990234
	Iteration 21Q: 3 clusters Score -2400340 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2400363.250000 Penalty: 4923.990234
	Iteration 22Q: 3 clusters Score -2400363 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2400382.000000 Penalty: 4923.990234
	Iteration 23Q: 3 clusters Score -2400382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2400407.750000 Penalty: 4923.990234
	Iteration 24Q: 3 clusters Score -2400408 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2400424.000000 Penalty: 4923.990234
	Iteration 25Q: 3 clusters Score -2400424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2400438.250000 Penalty: 4923.990234
	Iteration 26Q: 3 clusters Score -2400438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2400443.250000 Penalty: 4923.990234
	Iteration 27Q: 3 clusters Score -2400443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2400460.250000 Penalty: 4923.990234
	Iteration 28Q: 3 clusters Score -2400460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2400460.000000 Penalty: 4923.990234
	Iteration 29Q: 3 clusters Score -2400460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2400473.250000 Penalty: 4923.990234
	Iteration 30Q: 3 clusters Score -2400473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2400473.000000 Penalty: 4923.990234
	Iteration 31Q: 3 clusters Score -2400473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2400473.750000 Penalty: 4923.990234
	Iteration 32Q: 3 clusters Score -2400474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2400478.500000 Penalty: 4923.990234
	Iteration 33Q: 3 clusters Score -2400478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2400483.000000 Penalty: 4923.990234
	Iteration 34Q: 3 clusters Score -2400483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2400487.500000 Penalty: 4923.990234
	Iteration 35Q: 3 clusters Score -2400488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2400491.000000 Penalty: 4923.990234
	Iteration 36Q: 3 clusters Score -2400491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2400493.750000 Penalty: 4923.990234
	Iteration 37Q: 3 clusters Score -2400494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2400489.750000 Penalty: 4923.990234
	Iteration 38Q: 3 clusters Score -2400490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2400494.000000 Penalty: 4923.990234
	Iteration 39Q: 3 clusters Score -2400494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2400490.000000 Penalty: 4923.990234
	Iteration 40F: 3 clusters Score -2400490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2400492.000000 Penalty: 4923.990234
	Iteration 41Q: 3 clusters Score -2400492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2400494.750000 Penalty: 4923.990234
	Iteration 42Q: 3 clusters Score -2400495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2400499.000000 Penalty: 4923.990234
	Iteration 43Q: 3 clusters Score -2400499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2400495.750000 Penalty: 4923.990234
	Iteration 44Q: 3 clusters Score -2400496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2400499.500000 Penalty: 4923.990234
	Iteration 45Q: 3 clusters Score -2400500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2400502.250000 Penalty: 4923.990234
	Iteration 46Q: 3 clusters Score -2400502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2400502.500000 Penalty: 4923.990234
	Iteration 47Q: 3 clusters Score -2400502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2400503.750000 Penalty: 4923.990234
	Iteration 48Q: 3 clusters Score -2400504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2400504.000000 Penalty: 4923.990234
	Iteration 49Q: 3 clusters Score -2400504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2400503.750000 Penalty: 4923.990234
	Iteration 50Q: 3 clusters Score -2400504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2400502.500000 Penalty: 4923.990234
	Iteration 51Q: 3 clusters Score -2400502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2400502.500000 Penalty: 4923.990234
	Iteration 52Q: 3 clusters Score -2400502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2400502.000000 Penalty: 4923.990234
	Iteration 53Q: 3 clusters Score -2400502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2400503.750000 Penalty: 4923.990234
	Iteration 54Q: 3 clusters Score -2400504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2400503.000000 Penalty: 4923.990234
	Iteration 55Q: 3 clusters Score -2400503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2400501.500000 Penalty: 4923.990234
	Iteration 56Q: 3 clusters Score -2400502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2400505.250000 Penalty: 4923.990234
	Iteration 57Q: 3 clusters Score -2400505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2400504.750000 Penalty: 4923.990234
	Iteration 58Q: 3 clusters Score -2400505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2400508.000000 Penalty: 4923.990234
	Iteration 59Q: 3 clusters Score -2400508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2400512.000000 Penalty: 4923.990234
	Iteration 60F: 3 clusters Score -2400512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2400509.750000 Penalty: 4923.990234
	Iteration 61Q: 3 clusters Score -2400510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2400509.250000 Penalty: 4923.990234
	Iteration 62Q: 3 clusters Score -2400509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2400509.750000 Penalty: 4923.990234
	Iteration 63Q: 3 clusters Score -2400510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2400516.500000 Penalty: 4923.990234
	Iteration 64Q: 3 clusters Score -2400516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2400511.750000 Penalty: 4923.990234
	Iteration 65Q: 3 clusters Score -2400512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2400510.500000 Penalty: 4923.990234
	Iteration 66Q: 3 clusters Score -2400510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2400515.500000 Penalty: 4923.990234
	Iteration 67Q: 3 clusters Score -2400516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2400514.750000 Penalty: 4923.990234
	Iteration 68Q: 3 clusters Score -2400515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2400515.750000 Penalty: 4923.990234
	Iteration 69Q: 3 clusters Score -2400516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2400521.750000 Penalty: 4923.990234
	Iteration 70Q: 3 clusters Score -2400522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2400526.250000 Penalty: 4923.990234
	Iteration 71Q: 3 clusters Score -2400526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2400525.500000 Penalty: 4923.990234
	Iteration 72Q: 3 clusters Score -2400526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2400530.250000 Penalty: 4923.990234
	Iteration 73Q: 3 clusters Score -2400530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2400527.750000 Penalty: 4923.990234
	Iteration 74Q: 3 clusters Score -2400528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2400532.750000 Penalty: 4923.990234
	Iteration 75Q: 3 clusters Score -2400533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2400528.250000 Penalty: 4923.990234
	Iteration 76Q: 3 clusters Score -2400528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2400531.250000 Penalty: 4923.990234
	Iteration 77Q: 3 clusters Score -2400531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2400532.000000 Penalty: 4923.990234
	Iteration 78Q: 3 clusters Score -2400532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2400534.750000 Penalty: 4923.990234
	Iteration 79Q: 3 clusters Score -2400535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2400540.000000 Penalty: 4923.990234
	Iteration 80F: 3 clusters Score -2400540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2400543.750000 Penalty: 4923.990234
	Iteration 81Q: 3 clusters Score -2400544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2400542.750000 Penalty: 4923.990234
	Iteration 82Q: 3 clusters Score -2400543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2400540.750000 Penalty: 4923.990234
	Iteration 83Q: 3 clusters Score -2400541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2400539.000000 Penalty: 4923.990234
	Iteration 84Q: 3 clusters Score -2400539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2400539.000000 Penalty: 4923.990234
	Iteration 85F: 3 clusters Score -2400539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (210655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210655 members 
Entering Unmasked Estep 
Score: -24426686.000000 Penalty: 3039.978271
	Iteration 0F: 2 clusters Score -2.442669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105233 members 
Mstep: Class 2 contains 105422 members 
Entering Unmasked Estep 
Score: -24291374.000000 Penalty: 6079.956543
	Iteration 0F: 3 clusters Score -2.429137e+07 nChanged 101643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 104961 members 
Entering Unmasked Estep 
Score: -24351292.000000 Penalty: 6079.956543
	Iteration 1F: 3 clusters Score -2.435129e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 104501 members 
Entering Unmasked Estep 
Score: -24353096.000000 Penalty: 6079.956543
	Iteration 2Q: 3 clusters Score -2.43531e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106718 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -24355614.000000 Penalty: 6079.956543
	Iteration 3Q: 3 clusters Score -2.435561e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107453 members 
Mstep: Class 2 contains 103202 members 
Entering Unmasked Estep 
Score: -24360226.000000 Penalty: 6079.956543
	Iteration 4Q: 3 clusters Score -2.436023e+07 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108348 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -24367126.000000 Penalty: 6079.956543
	Iteration 5F: 3 clusters Score -2.436713e+07 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109817 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -24376464.000000 Penalty: 6079.956543
	Iteration 6F: 3 clusters Score -2.437646e+07 nChanged 14932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 98738 members 
Entering Unmasked Estep 
Score: -24387326.000000 Penalty: 6079.956543
	Iteration 7F: 3 clusters Score -2.438733e+07 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114208 members 
Mstep: Class 2 contains 96447 members 
Entering Unmasked Estep 
Score: -24396304.000000 Penalty: 6079.956543
	Iteration 8F: 3 clusters Score -2.43963e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116288 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -24402070.000000 Penalty: 6079.956543
	Iteration 9F: 3 clusters Score -2.440207e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118148 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -24404786.000000 Penalty: 6079.956543
	Iteration 10Q: 3 clusters Score -2.440479e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119899 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -24405872.000000 Penalty: 6079.956543
	Iteration 11Q: 3 clusters Score -2.440587e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121678 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -24406396.000000 Penalty: 6079.956543
	Iteration 12Q: 3 clusters Score -2.44064e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123481 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -24406940.000000 Penalty: 6079.956543
	Iteration 13Q: 3 clusters Score -2.440694e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125443 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -24407580.000000 Penalty: 6079.956543
	Iteration 14Q: 3 clusters Score -2.440758e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -24408182.000000 Penalty: 6079.956543
	Iteration 15Q: 3 clusters Score -2.440818e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129755 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -24408704.000000 Penalty: 6079.956543
	Iteration 16Q: 3 clusters Score -2.44087e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132084 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -24409334.000000 Penalty: 6079.956543
	Iteration 17Q: 3 clusters Score -2.440933e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134696 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -24410170.000000 Penalty: 6079.956543
	Iteration 18Q: 3 clusters Score -2.441017e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137471 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -24411102.000000 Penalty: 6079.956543
	Iteration 19Q: 3 clusters Score -2.44111e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140401 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -24412086.000000 Penalty: 6079.956543
	Iteration 20F: 3 clusters Score -2.441209e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143479 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -24413410.000000 Penalty: 6079.956543
	Iteration 21Q: 3 clusters Score -2.441341e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146639 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -24414898.000000 Penalty: 6079.956543
	Iteration 22Q: 3 clusters Score -2.44149e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149920 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -24416532.000000 Penalty: 6079.956543
	Iteration 23Q: 3 clusters Score -2.441653e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153059 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -24417918.000000 Penalty: 6079.956543
	Iteration 24Q: 3 clusters Score -2.441792e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155851 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -24419362.000000 Penalty: 6079.956543
	Iteration 25Q: 3 clusters Score -2.441936e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158452 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -24420448.000000 Penalty: 6079.956543
	Iteration 26Q: 3 clusters Score -2.442045e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160732 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -24421330.000000 Penalty: 6079.956543
	Iteration 27Q: 3 clusters Score -2.442133e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162704 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -24421850.000000 Penalty: 6079.956543
	Iteration 28Q: 3 clusters Score -2.442185e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164490 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -24422274.000000 Penalty: 6079.956543
	Iteration 29Q: 3 clusters Score -2.442227e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166107 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -24422670.000000 Penalty: 6079.956543
	Iteration 30Q: 3 clusters Score -2.442267e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167638 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -24423052.000000 Penalty: 6079.956543
	Iteration 31Q: 3 clusters Score -2.442305e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169076 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -24423368.000000 Penalty: 6079.956543
	Iteration 32Q: 3 clusters Score -2.442337e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170469 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -24423628.000000 Penalty: 6079.956543
	Iteration 33Q: 3 clusters Score -2.442363e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171844 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -24423906.000000 Penalty: 6079.956543
	Iteration 34Q: 3 clusters Score -2.442391e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173139 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -24424070.000000 Penalty: 6079.956543
	Iteration 35Q: 3 clusters Score -2.442407e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174338 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -24424262.000000 Penalty: 6079.956543
	Iteration 36Q: 3 clusters Score -2.442426e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175488 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -24424326.000000 Penalty: 6079.956543
	Iteration 37Q: 3 clusters Score -2.442433e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176575 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -24424520.000000 Penalty: 6079.956543
	Iteration 38Q: 3 clusters Score -2.442452e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177624 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -24424438.000000 Penalty: 6079.956543
	Iteration 39Q: 3 clusters Score -2.442444e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178685 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -24424610.000000 Penalty: 6079.956543
	Iteration 40F: 3 clusters Score -2.442461e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179750 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -24424686.000000 Penalty: 6079.956543
	Iteration 41Q: 3 clusters Score -2.442469e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180787 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -24424798.000000 Penalty: 6079.956543
	Iteration 42Q: 3 clusters Score -2.44248e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181749 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -24424852.000000 Penalty: 6079.956543
	Iteration 43Q: 3 clusters Score -2.442485e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182670 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -24424994.000000 Penalty: 6079.956543
	Iteration 44Q: 3 clusters Score -2.442499e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183488 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -24425024.000000 Penalty: 6079.956543
	Iteration 45Q: 3 clusters Score -2.442502e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184242 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -24425062.000000 Penalty: 6079.956543
	Iteration 46Q: 3 clusters Score -2.442506e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184949 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -24424976.000000 Penalty: 6079.956543
	Iteration 47Q: 3 clusters Score -2.442498e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185675 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -24424956.000000 Penalty: 6079.956543
	Iteration 48Q: 3 clusters Score -2.442496e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186361 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -24424944.000000 Penalty: 6079.956543
	Iteration 49Q: 3 clusters Score -2.442494e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187025 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -24424902.000000 Penalty: 6079.956543
	Iteration 50Q: 3 clusters Score -2.44249e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187672 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -24424918.000000 Penalty: 6079.956543
	Iteration 51Q: 3 clusters Score -2.442492e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188275 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -24424996.000000 Penalty: 6079.956543
	Iteration 52Q: 3 clusters Score -2.4425e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188864 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -24425008.000000 Penalty: 6079.956543
	Iteration 53Q: 3 clusters Score -2.442501e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189403 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -24425086.000000 Penalty: 6079.956543
	Iteration 54Q: 3 clusters Score -2.442509e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189953 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -24425202.000000 Penalty: 6079.956543
	Iteration 55Q: 3 clusters Score -2.44252e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190454 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -24425214.000000 Penalty: 6079.956543
	Iteration 56Q: 3 clusters Score -2.442521e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190930 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -24425230.000000 Penalty: 6079.956543
	Iteration 57Q: 3 clusters Score -2.442523e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191369 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -24425332.000000 Penalty: 6079.956543
	Iteration 58Q: 3 clusters Score -2.442533e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191796 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -24425380.000000 Penalty: 6079.956543
	Iteration 59Q: 3 clusters Score -2.442538e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192190 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -24425318.000000 Penalty: 6079.956543
	Iteration 60F: 3 clusters Score -2.442532e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192571 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -24425362.000000 Penalty: 6079.956543
	Iteration 61Q: 3 clusters Score -2.442536e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192909 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -24425364.000000 Penalty: 6079.956543
	Iteration 62Q: 3 clusters Score -2.442536e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193241 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -24425368.000000 Penalty: 6079.956543
	Iteration 63Q: 3 clusters Score -2.442537e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193556 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -24425404.000000 Penalty: 6079.956543
	Iteration 64Q: 3 clusters Score -2.44254e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193888 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -24425408.000000 Penalty: 6079.956543
	Iteration 65Q: 3 clusters Score -2.442541e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194202 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -24425392.000000 Penalty: 6079.956543
	Iteration 66Q: 3 clusters Score -2.442539e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194481 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -24425446.000000 Penalty: 6079.956543
	Iteration 67Q: 3 clusters Score -2.442545e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194721 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -24425470.000000 Penalty: 6079.956543
	Iteration 68Q: 3 clusters Score -2.442547e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194970 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -24425512.000000 Penalty: 6079.956543
	Iteration 69Q: 3 clusters Score -2.442551e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195201 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -24425486.000000 Penalty: 6079.956543
	Iteration 70Q: 3 clusters Score -2.442549e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195419 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -24425528.000000 Penalty: 6079.956543
	Iteration 71Q: 3 clusters Score -2.442553e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195661 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -24425528.000000 Penalty: 6079.956543
	Iteration 72Q: 3 clusters Score -2.442553e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195919 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -24425446.000000 Penalty: 6079.956543
	Iteration 73Q: 3 clusters Score -2.442545e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196164 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -24425524.000000 Penalty: 6079.956543
	Iteration 74Q: 3 clusters Score -2.442552e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196377 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -24425500.000000 Penalty: 6079.956543
	Iteration 75Q: 3 clusters Score -2.44255e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196574 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -24425438.000000 Penalty: 6079.956543
	Iteration 76Q: 3 clusters Score -2.442544e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196795 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -24425490.000000 Penalty: 6079.956543
	Iteration 77Q: 3 clusters Score -2.442549e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197021 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -24425448.000000 Penalty: 6079.956543
	Iteration 78Q: 3 clusters Score -2.442545e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197222 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -24425502.000000 Penalty: 6079.956543
	Iteration 79Q: 3 clusters Score -2.44255e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197409 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -24425486.000000 Penalty: 6079.956543
	Iteration 80F: 3 clusters Score -2.442549e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197568 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -24425480.000000 Penalty: 6079.956543
	Iteration 81Q: 3 clusters Score -2.442548e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197745 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -24425492.000000 Penalty: 6079.956543
	Iteration 82Q: 3 clusters Score -2.442549e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197905 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -24425552.000000 Penalty: 6079.956543
	Iteration 83Q: 3 clusters Score -2.442555e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198062 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -24425508.000000 Penalty: 6079.956543
	Iteration 84Q: 3 clusters Score -2.442551e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198199 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -24425490.000000 Penalty: 6079.956543
	Iteration 85Q: 3 clusters Score -2.442549e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198329 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -24425492.000000 Penalty: 6079.956543
	Iteration 86Q: 3 clusters Score -2.442549e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198449 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -24425482.000000 Penalty: 6079.956543
	Iteration 87Q: 3 clusters Score -2.442548e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198569 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -24425512.000000 Penalty: 6079.956543
	Iteration 88Q: 3 clusters Score -2.442551e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198700 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -24425508.000000 Penalty: 6079.956543
	Iteration 89Q: 3 clusters Score -2.442551e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198829 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -24425564.000000 Penalty: 6079.956543
	Iteration 90Q: 3 clusters Score -2.442556e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198972 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -24425568.000000 Penalty: 6079.956543
	Iteration 91Q: 3 clusters Score -2.442557e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199114 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -24425586.000000 Penalty: 6079.956543
	Iteration 92Q: 3 clusters Score -2.442559e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199226 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -24425544.000000 Penalty: 6079.956543
	Iteration 93Q: 3 clusters Score -2.442554e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199338 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -24425530.000000 Penalty: 6079.956543
	Iteration 94Q: 3 clusters Score -2.442553e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199444 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -24425524.000000 Penalty: 6079.956543
	Iteration 95Q: 3 clusters Score -2.442552e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199546 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -24425516.000000 Penalty: 6079.956543
	Iteration 96Q: 3 clusters Score -2.442552e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199646 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -24425514.000000 Penalty: 6079.956543
	Iteration 97Q: 3 clusters Score -2.442551e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199746 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -24425540.000000 Penalty: 6079.956543
	Iteration 98Q: 3 clusters Score -2.442554e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199838 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -24425516.000000 Penalty: 6079.956543
	Iteration 99Q: 3 clusters Score -2.442552e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199935 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -24425512.000000 Penalty: 6079.956543
	Iteration 100F: 3 clusters Score -2.442551e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200031 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -24425548.000000 Penalty: 6079.956543
	Iteration 101Q: 3 clusters Score -2.442555e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200127 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -24425568.000000 Penalty: 6079.956543
	Iteration 102Q: 3 clusters Score -2.442557e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200219 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -24425594.000000 Penalty: 6079.956543
	Iteration 103Q: 3 clusters Score -2.442559e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200308 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -24425636.000000 Penalty: 6079.956543
	Iteration 104Q: 3 clusters Score -2.442564e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200387 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -24425650.000000 Penalty: 6079.956543
	Iteration 105Q: 3 clusters Score -2.442565e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200471 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -24425688.000000 Penalty: 6079.956543
	Iteration 106Q: 3 clusters Score -2.442569e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200548 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -24425672.000000 Penalty: 6079.956543
	Iteration 107Q: 3 clusters Score -2.442567e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200624 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -24425628.000000 Penalty: 6079.956543
	Iteration 108Q: 3 clusters Score -2.442563e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200701 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -24425692.000000 Penalty: 6079.956543
	Iteration 109Q: 3 clusters Score -2.442569e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200773 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -24425706.000000 Penalty: 6079.956543
	Iteration 110Q: 3 clusters Score -2.442571e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200842 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -24425710.000000 Penalty: 6079.956543
	Iteration 111Q: 3 clusters Score -2.442571e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200913 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -24425714.000000 Penalty: 6079.956543
	Iteration 112Q: 3 clusters Score -2.442571e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200991 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -24425752.000000 Penalty: 6079.956543
	Iteration 113Q: 3 clusters Score -2.442575e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201057 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -24425746.000000 Penalty: 6079.956543
	Iteration 114Q: 3 clusters Score -2.442575e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201121 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -24425794.000000 Penalty: 6079.956543
	Iteration 115Q: 3 clusters Score -2.442579e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201191 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -24425778.000000 Penalty: 6079.956543
	Iteration 116Q: 3 clusters Score -2.442578e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201261 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -24425794.000000 Penalty: 6079.956543
	Iteration 117Q: 3 clusters Score -2.442579e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201341 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -24425782.000000 Penalty: 6079.956543
	Iteration 118Q: 3 clusters Score -2.442578e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201408 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -24425790.000000 Penalty: 6079.956543
	Iteration 119Q: 3 clusters Score -2.442579e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201457 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -24425770.000000 Penalty: 6079.956543
	Iteration 120F: 3 clusters Score -2.442577e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201503 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -24425760.000000 Penalty: 6079.956543
	Iteration 121Q: 3 clusters Score -2.442576e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201552 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -24425764.000000 Penalty: 6079.956543
	Iteration 122Q: 3 clusters Score -2.442576e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201600 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -24425800.000000 Penalty: 6079.956543
	Iteration 123Q: 3 clusters Score -2.44258e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201646 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -24425830.000000 Penalty: 6079.956543
	Iteration 124Q: 3 clusters Score -2.442583e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201683 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -24425846.000000 Penalty: 6079.956543
	Iteration 125Q: 3 clusters Score -2.442585e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201717 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -24425854.000000 Penalty: 6079.956543
	Iteration 126Q: 3 clusters Score -2.442585e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201757 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -24425844.000000 Penalty: 6079.956543
	Iteration 127Q: 3 clusters Score -2.442584e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201790 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -24425858.000000 Penalty: 6079.956543
	Iteration 128Q: 3 clusters Score -2.442586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201822 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -24425864.000000 Penalty: 6079.956543
	Iteration 129Q: 3 clusters Score -2.442586e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201852 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -24425870.000000 Penalty: 6079.956543
	Iteration 130Q: 3 clusters Score -2.442587e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201884 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -24425884.000000 Penalty: 6079.956543
	Iteration 131Q: 3 clusters Score -2.442588e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201926 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -24425898.000000 Penalty: 6079.956543
	Iteration 132Q: 3 clusters Score -2.44259e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201970 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -24425900.000000 Penalty: 6079.956543
	Iteration 133Q: 3 clusters Score -2.44259e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202011 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -24425910.000000 Penalty: 6079.956543
	Iteration 134Q: 3 clusters Score -2.442591e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202039 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -24425904.000000 Penalty: 6079.956543
	Iteration 135Q: 3 clusters Score -2.44259e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202079 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -24425920.000000 Penalty: 6079.956543
	Iteration 136Q: 3 clusters Score -2.442592e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202120 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -24425894.000000 Penalty: 6079.956543
	Iteration 137Q: 3 clusters Score -2.442589e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202158 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -24425932.000000 Penalty: 6079.956543
	Iteration 138Q: 3 clusters Score -2.442593e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202192 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -24425912.000000 Penalty: 6079.956543
	Iteration 139Q: 3 clusters Score -2.442591e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202220 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -24425924.000000 Penalty: 6079.956543
	Iteration 140F: 3 clusters Score -2.442592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202245 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -24425924.000000 Penalty: 6079.956543
	Iteration 141Q: 3 clusters Score -2.442592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202274 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -24425908.000000 Penalty: 6079.956543
	Iteration 142Q: 3 clusters Score -2.442591e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202297 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -24425908.000000 Penalty: 6079.956543
	Iteration 143Q: 3 clusters Score -2.442591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202314 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -24425920.000000 Penalty: 6079.956543
	Iteration 144Q: 3 clusters Score -2.442592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202327 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -24425924.000000 Penalty: 6079.956543
	Iteration 145Q: 3 clusters Score -2.442592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202344 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -24425918.000000 Penalty: 6079.956543
	Iteration 146Q: 3 clusters Score -2.442592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202357 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -24425912.000000 Penalty: 6079.956543
	Iteration 147Q: 3 clusters Score -2.442591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202369 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -24425902.000000 Penalty: 6079.956543
	Iteration 148Q: 3 clusters Score -2.44259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202387 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -24425906.000000 Penalty: 6079.956543
	Iteration 149Q: 3 clusters Score -2.442591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202403 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -24425900.000000 Penalty: 6079.956543
	Iteration 150Q: 3 clusters Score -2.44259e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202428 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -24425928.000000 Penalty: 6079.956543
	Iteration 151Q: 3 clusters Score -2.442593e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202453 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -24425930.000000 Penalty: 6079.956543
	Iteration 152Q: 3 clusters Score -2.442593e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202483 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -24425962.000000 Penalty: 6079.956543
	Iteration 153Q: 3 clusters Score -2.442596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202508 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -24425954.000000 Penalty: 6079.956543
	Iteration 154Q: 3 clusters Score -2.442595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202524 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -24425942.000000 Penalty: 6079.956543
	Iteration 155Q: 3 clusters Score -2.442594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202544 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -24425954.000000 Penalty: 6079.956543
	Iteration 156Q: 3 clusters Score -2.442595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202562 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -24425950.000000 Penalty: 6079.956543
	Iteration 157Q: 3 clusters Score -2.442595e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202586 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -24425984.000000 Penalty: 6079.956543
	Iteration 158Q: 3 clusters Score -2.442598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202604 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -24425970.000000 Penalty: 6079.956543
	Iteration 159Q: 3 clusters Score -2.442597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202625 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -24425956.000000 Penalty: 6079.956543
	Iteration 160F: 3 clusters Score -2.442596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202640 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -24425946.000000 Penalty: 6079.956543
	Iteration 161Q: 3 clusters Score -2.442595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202657 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -24425946.000000 Penalty: 6079.956543
	Iteration 162Q: 3 clusters Score -2.442595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202679 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -24425944.000000 Penalty: 6079.956543
	Iteration 163Q: 3 clusters Score -2.442594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202697 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -24425936.000000 Penalty: 6079.956543
	Iteration 164Q: 3 clusters Score -2.442594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202707 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -24425950.000000 Penalty: 6079.956543
	Iteration 165Q: 3 clusters Score -2.442595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202722 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -24425938.000000 Penalty: 6079.956543
	Iteration 166Q: 3 clusters Score -2.442594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202735 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -24425936.000000 Penalty: 6079.956543
	Iteration 167Q: 3 clusters Score -2.442594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202749 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -24425958.000000 Penalty: 6079.956543
	Iteration 168Q: 3 clusters Score -2.442596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202768 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -24425956.000000 Penalty: 6079.956543
	Iteration 169Q: 3 clusters Score -2.442596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202788 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -24425954.000000 Penalty: 6079.956543
	Iteration 170Q: 3 clusters Score -2.442595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202808 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -24425946.000000 Penalty: 6079.956543
	Iteration 171Q: 3 clusters Score -2.442595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202825 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -24425936.000000 Penalty: 6079.956543
	Iteration 172Q: 3 clusters Score -2.442594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202847 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -24425914.000000 Penalty: 6079.956543
	Iteration 173Q: 3 clusters Score -2.442591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202868 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -24425936.000000 Penalty: 6079.956543
	Iteration 174Q: 3 clusters Score -2.442594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202890 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -24425930.000000 Penalty: 6079.956543
	Iteration 175Q: 3 clusters Score -2.442593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202907 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -24425956.000000 Penalty: 6079.956543
	Iteration 176Q: 3 clusters Score -2.442596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202928 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -24425948.000000 Penalty: 6079.956543
	Iteration 177Q: 3 clusters Score -2.442595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202945 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -24425930.000000 Penalty: 6079.956543
	Iteration 178Q: 3 clusters Score -2.442593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202958 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -24425888.000000 Penalty: 6079.956543
	Iteration 179Q: 3 clusters Score -2.442589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202977 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -24425898.000000 Penalty: 6079.956543
	Iteration 180F: 3 clusters Score -2.44259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202994 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -24425908.000000 Penalty: 6079.956543
	Iteration 181Q: 3 clusters Score -2.442591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203013 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -24425886.000000 Penalty: 6079.956543
	Iteration 182Q: 3 clusters Score -2.442589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203031 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -24425882.000000 Penalty: 6079.956543
	Iteration 183Q: 3 clusters Score -2.442588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203047 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -24425892.000000 Penalty: 6079.956543
	Iteration 184Q: 3 clusters Score -2.442589e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203066 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -24425908.000000 Penalty: 6079.956543
	Iteration 185Q: 3 clusters Score -2.442591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203081 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -24425924.000000 Penalty: 6079.956543
	Iteration 186Q: 3 clusters Score -2.442592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203093 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -24425916.000000 Penalty: 6079.956543
	Iteration 187Q: 3 clusters Score -2.442592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203105 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -24425924.000000 Penalty: 6079.956543
	Iteration 188Q: 3 clusters Score -2.442592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203119 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -24425918.000000 Penalty: 6079.956543
	Iteration 189Q: 3 clusters Score -2.442592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203136 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -24425916.000000 Penalty: 6079.956543
	Iteration 190Q: 3 clusters Score -2.442592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203146 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -24425934.000000 Penalty: 6079.956543
	Iteration 191Q: 3 clusters Score -2.442593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203160 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -24425946.000000 Penalty: 6079.956543
	Iteration 192Q: 3 clusters Score -2.442595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203174 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -24425962.000000 Penalty: 6079.956543
	Iteration 193Q: 3 clusters Score -2.442596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203184 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -24425968.000000 Penalty: 6079.956543
	Iteration 194Q: 3 clusters Score -2.442597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203198 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -24425968.000000 Penalty: 6079.956543
	Iteration 195Q: 3 clusters Score -2.442597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203213 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -24425974.000000 Penalty: 6079.956543
	Iteration 196Q: 3 clusters Score -2.442597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203225 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -24425990.000000 Penalty: 6079.956543
	Iteration 197Q: 3 clusters Score -2.442599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203233 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -24425990.000000 Penalty: 6079.956543
	Iteration 198Q: 3 clusters Score -2.442599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203242 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -24425978.000000 Penalty: 6079.956543
	Iteration 199Q: 3 clusters Score -2.442598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203249 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -24425990.000000 Penalty: 6079.956543
	Iteration 200F: 3 clusters Score -2.442599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203254 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -24426000.000000 Penalty: 6079.956543
	Iteration 201Q: 3 clusters Score -2.4426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203258 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -24425994.000000 Penalty: 6079.956543
	Iteration 202Q: 3 clusters Score -2.442599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203263 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -24425994.000000 Penalty: 6079.956543
	Iteration 203Q: 3 clusters Score -2.442599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203271 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -24425978.000000 Penalty: 6079.956543
	Iteration 204Q: 3 clusters Score -2.442598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203277 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -24425984.000000 Penalty: 6079.956543
	Iteration 205Q: 3 clusters Score -2.442598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203284 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -24425970.000000 Penalty: 6079.956543
	Iteration 206Q: 3 clusters Score -2.442597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203291 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -24425988.000000 Penalty: 6079.956543
	Iteration 207Q: 3 clusters Score -2.442599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203292 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -24425992.000000 Penalty: 6079.956543
	Iteration 208Q: 3 clusters Score -2.442599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203292 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -24425992.000000 Penalty: 6079.956543
	Iteration 209F: 3 clusters Score -2.442599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -498135.906250 Penalty: 2083.697754
	Iteration 0F: 2 clusters Score -498135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -493952.593750 Penalty: 4167.395508
	Iteration 0F: 3 clusters Score -493952.6 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -495024.500000 Penalty: 4167.395508
	Iteration 1F: 3 clusters Score -495024.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -495361.593750 Penalty: 4167.395508
	Iteration 2F: 3 clusters Score -495361.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -495582.437500 Penalty: 4167.395508
	Iteration 3F: 3 clusters Score -495582.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -495780.281250 Penalty: 4167.395508
	Iteration 4F: 3 clusters Score -495780.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -495942.125000 Penalty: 4167.395508
	Iteration 5F: 3 clusters Score -495942.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -496080.468750 Penalty: 4167.395508
	Iteration 6Q: 3 clusters Score -496080.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -496168.781250 Penalty: 4167.395508
	Iteration 7Q: 3 clusters Score -496168.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -496246.968750 Penalty: 4167.395508
	Iteration 8Q: 3 clusters Score -496247 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -496319.437500 Penalty: 4167.395508
	Iteration 9Q: 3 clusters Score -496319.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -496374.500000 Penalty: 4167.395508
	Iteration 10Q: 3 clusters Score -496374.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -496420.750000 Penalty: 4167.395508
	Iteration 11Q: 3 clusters Score -496420.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -496472.187500 Penalty: 4167.395508
	Iteration 12Q: 3 clusters Score -496472.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -496536.187500 Penalty: 4167.395508
	Iteration 13Q: 3 clusters Score -496536.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -496572.843750 Penalty: 4167.395508
	Iteration 14Q: 3 clusters Score -496572.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -496600.531250 Penalty: 4167.395508
	Iteration 15Q: 3 clusters Score -496600.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -496625.406250 Penalty: 4167.395508
	Iteration 16Q: 3 clusters Score -496625.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -496644.500000 Penalty: 4167.395508
	Iteration 17Q: 3 clusters Score -496644.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -496654.781250 Penalty: 4167.395508
	Iteration 18Q: 3 clusters Score -496654.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -496664.468750 Penalty: 4167.395508
	Iteration 19Q: 3 clusters Score -496664.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -496675.218750 Penalty: 4167.395508
	Iteration 20F: 3 clusters Score -496675.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -496686.187500 Penalty: 4167.395508
	Iteration 21Q: 3 clusters Score -496686.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -496693.593750 Penalty: 4167.395508
	Iteration 22Q: 3 clusters Score -496693.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -496701.656250 Penalty: 4167.395508
	Iteration 23Q: 3 clusters Score -496701.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -496707.562500 Penalty: 4167.395508
	Iteration 24Q: 3 clusters Score -496707.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -496717.187500 Penalty: 4167.395508
	Iteration 25Q: 3 clusters Score -496717.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -496722.750000 Penalty: 4167.395508
	Iteration 26Q: 3 clusters Score -496722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -496724.593750 Penalty: 4167.395508
	Iteration 27Q: 3 clusters Score -496724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -496726.593750 Penalty: 4167.395508
	Iteration 28Q: 3 clusters Score -496726.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -496730.875000 Penalty: 4167.395508
	Iteration 29Q: 3 clusters Score -496730.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -496733.562500 Penalty: 4167.395508
	Iteration 30Q: 3 clusters Score -496733.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -496734.906250 Penalty: 4167.395508
	Iteration 31Q: 3 clusters Score -496734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -496739.593750 Penalty: 4167.395508
	Iteration 32Q: 3 clusters Score -496739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -496740.812500 Penalty: 4167.395508
	Iteration 33Q: 3 clusters Score -496740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -496740.812500 Penalty: 4167.395508
	Iteration 34F: 3 clusters Score -496740.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -131293.390625 Penalty: 1770.832275
	Iteration 0F: 2 clusters Score -131293.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -129239.968750 Penalty: 3541.664551
	Iteration 0F: 3 clusters Score -129240 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129631.429688 Penalty: 3541.664551
	Iteration 1F: 3 clusters Score -129631.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -129750.148438 Penalty: 3541.664551
	Iteration 2F: 3 clusters Score -129750.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -129806.257812 Penalty: 3541.664551
	Iteration 3Q: 3 clusters Score -129806.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -129842.945312 Penalty: 3541.664551
	Iteration 4Q: 3 clusters Score -129842.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -129879.789062 Penalty: 3541.664551
	Iteration 5Q: 3 clusters Score -129879.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -129913.679688 Penalty: 3541.664551
	Iteration 6Q: 3 clusters Score -129913.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -129944.257812 Penalty: 3541.664551
	Iteration 7Q: 3 clusters Score -129944.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -129983.601562 Penalty: 3541.664551
	Iteration 8Q: 3 clusters Score -129983.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -130039.648438 Penalty: 3541.664551
	Iteration 9Q: 3 clusters Score -130039.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -130086.007812 Penalty: 3541.664551
	Iteration 10Q: 3 clusters Score -130086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -130134.375000 Penalty: 3541.664551
	Iteration 11Q: 3 clusters Score -130134.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -130167.054688 Penalty: 3541.664551
	Iteration 12Q: 3 clusters Score -130167.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -130193.632812 Penalty: 3541.664551
	Iteration 13Q: 3 clusters Score -130193.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -130228.859375 Penalty: 3541.664551
	Iteration 14Q: 3 clusters Score -130228.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -130257.156250 Penalty: 3541.664551
	Iteration 15Q: 3 clusters Score -130257.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -130276.710938 Penalty: 3541.664551
	Iteration 16Q: 3 clusters Score -130276.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -130304.851562 Penalty: 3541.664551
	Iteration 17Q: 3 clusters Score -130304.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -130328.187500 Penalty: 3541.664551
	Iteration 18Q: 3 clusters Score -130328.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -130346.937500 Penalty: 3541.664551
	Iteration 19Q: 3 clusters Score -130346.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -130368.742188 Penalty: 3541.664551
	Iteration 20F: 3 clusters Score -130368.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -130383.640625 Penalty: 3541.664551
	Iteration 21Q: 3 clusters Score -130383.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -130390.351562 Penalty: 3541.664551
	Iteration 22Q: 3 clusters Score -130390.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -130407.617188 Penalty: 3541.664551
	Iteration 23Q: 3 clusters Score -130407.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -130416.687500 Penalty: 3541.664551
	Iteration 24Q: 3 clusters Score -130416.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -130423.382812 Penalty: 3541.664551
	Iteration 25Q: 3 clusters Score -130423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -130433.023438 Penalty: 3541.664551
	Iteration 26Q: 3 clusters Score -130433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -130438.085938 Penalty: 3541.664551
	Iteration 27Q: 3 clusters Score -130438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -130438.085938 Penalty: 3541.664551
	Iteration 28F: 3 clusters Score -130438.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Entering Unmasked Estep 
Score: -3375201.000000 Penalty: 2548.870117
	Iteration 0F: 2 clusters Score -3375201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3355294.500000 Penalty: 5097.740234
	Iteration 0F: 3 clusters Score -3355294 nChanged 13125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3362387.250000 Penalty: 5097.740234
	Iteration 1F: 3 clusters Score -3362387 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3362880.750000 Penalty: 5097.740234
	Iteration 2Q: 3 clusters Score -3362881 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3363411.500000 Penalty: 5097.740234
	Iteration 3Q: 3 clusters Score -3363412 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3364115.500000 Penalty: 5097.740234
	Iteration 4Q: 3 clusters Score -3364116 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3365047.750000 Penalty: 5097.740234
	Iteration 5F: 3 clusters Score -3365048 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3366190.750000 Penalty: 5097.740234
	Iteration 6F: 3 clusters Score -3366191 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3367591.000000 Penalty: 5097.740234
	Iteration 7F: 3 clusters Score -3367591 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3369163.500000 Penalty: 5097.740234
	Iteration 8F: 3 clusters Score -3369164 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3370743.250000 Penalty: 5097.740234
	Iteration 9F: 3 clusters Score -3370743 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3371923.500000 Penalty: 5097.740234
	Iteration 10Q: 3 clusters Score -3371924 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3372639.250000 Penalty: 5097.740234
	Iteration 11Q: 3 clusters Score -3372639 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3373093.750000 Penalty: 5097.740234
	Iteration 12Q: 3 clusters Score -3373094 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3373387.500000 Penalty: 5097.740234
	Iteration 13Q: 3 clusters Score -3373388 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3373561.250000 Penalty: 5097.740234
	Iteration 14Q: 3 clusters Score -3373561 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3373712.250000 Penalty: 5097.740234
	Iteration 15Q: 3 clusters Score -3373712 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3373837.000000 Penalty: 5097.740234
	Iteration 16Q: 3 clusters Score -3373837 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3373912.750000 Penalty: 5097.740234
	Iteration 17Q: 3 clusters Score -3373913 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3373976.500000 Penalty: 5097.740234
	Iteration 18Q: 3 clusters Score -3373976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3374010.750000 Penalty: 5097.740234
	Iteration 19Q: 3 clusters Score -3374011 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3374031.250000 Penalty: 5097.740234
	Iteration 20F: 3 clusters Score -3374031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3374035.250000 Penalty: 5097.740234
	Iteration 21Q: 3 clusters Score -3374035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3374040.250000 Penalty: 5097.740234
	Iteration 22Q: 3 clusters Score -3374040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3374047.250000 Penalty: 5097.740234
	Iteration 23Q: 3 clusters Score -3374047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3374047.500000 Penalty: 5097.740234
	Iteration 24Q: 3 clusters Score -3374048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3374049.000000 Penalty: 5097.740234
	Iteration 25Q: 3 clusters Score -3374049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3374052.000000 Penalty: 5097.740234
	Iteration 26Q: 3 clusters Score -3374052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3374052.000000 Penalty: 5097.740234
	Iteration 27F: 3 clusters Score -3374052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -21059.457031 Penalty: 1326.082642
	Iteration 0F: 2 clusters Score -21059.46 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 104 members 
Entering Unmasked Estep 
Score: -19960.863281 Penalty: 2652.165283
	Iteration 0F: 3 clusters Score -19960.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20046.312500 Penalty: 2652.165283
	Iteration 1F: 3 clusters Score -20046.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20073.892578 Penalty: 2652.165283
	Iteration 2Q: 3 clusters Score -20073.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20079.935547 Penalty: 2652.165283
	Iteration 3Q: 3 clusters Score -20079.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20082.597656 Penalty: 2652.165283
	Iteration 4Q: 3 clusters Score -20082.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20086.601562 Penalty: 2652.165283
	Iteration 5Q: 3 clusters Score -20086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20086.601562 Penalty: 2652.165283
	Iteration 6F: 3 clusters Score -20086.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Entering Unmasked Estep 
Score: -7952523.500000 Penalty: 2756.670654
	Iteration 0F: 2 clusters Score -7952524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -7907483.000000 Penalty: 5513.341309
	Iteration 0F: 3 clusters Score -7907483 nChanged 31365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -7925191.000000 Penalty: 5513.341309
	Iteration 1F: 3 clusters Score -7925191 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -7926024.500000 Penalty: 5513.341309
	Iteration 2Q: 3 clusters Score -7926024 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7927133.500000 Penalty: 5513.341309
	Iteration 3Q: 3 clusters Score -7927134 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -7928949.500000 Penalty: 5513.341309
	Iteration 4F: 3 clusters Score -7928950 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -7931827.500000 Penalty: 5513.341309
	Iteration 5F: 3 clusters Score -7931828 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -7936128.000000 Penalty: 5513.341309
	Iteration 6F: 3 clusters Score -7936128 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -7941000.000000 Penalty: 5513.341309
	Iteration 7F: 3 clusters Score -7941000 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -7945101.500000 Penalty: 5513.341309
	Iteration 8F: 3 clusters Score -7945102 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -7947467.500000 Penalty: 5513.341309
	Iteration 9Q: 3 clusters Score -7947468 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -7948575.500000 Penalty: 5513.341309
	Iteration 10Q: 3 clusters Score -7948576 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -7949034.000000 Penalty: 5513.341309
	Iteration 11Q: 3 clusters Score -7949034 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -7949306.000000 Penalty: 5513.341309
	Iteration 12Q: 3 clusters Score -7949306 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -7949483.000000 Penalty: 5513.341309
	Iteration 13Q: 3 clusters Score -7949483 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -7949607.500000 Penalty: 5513.341309
	Iteration 14Q: 3 clusters Score -7949608 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 64159 members 
Entering Unmasked Estep 
Score: -7949698.500000 Penalty: 5513.341309
	Iteration 15Q: 3 clusters Score -7949698 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -7949744.500000 Penalty: 5513.341309
	Iteration 16Q: 3 clusters Score -7949744 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -7949789.000000 Penalty: 5513.341309
	Iteration 17Q: 3 clusters Score -7949789 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -7949830.000000 Penalty: 5513.341309
	Iteration 18Q: 3 clusters Score -7949830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -7949882.500000 Penalty: 5513.341309
	Iteration 19Q: 3 clusters Score -7949882 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -7949932.500000 Penalty: 5513.341309
	Iteration 20F: 3 clusters Score -7949932 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -7949993.500000 Penalty: 5513.341309
	Iteration 21Q: 3 clusters Score -7949994 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -7950034.500000 Penalty: 5513.341309
	Iteration 22Q: 3 clusters Score -7950034 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -7950053.000000 Penalty: 5513.341309
	Iteration 23Q: 3 clusters Score -7950053 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -7950085.500000 Penalty: 5513.341309
	Iteration 24Q: 3 clusters Score -7950086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -7950127.000000 Penalty: 5513.341309
	Iteration 25Q: 3 clusters Score -7950127 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -7950144.500000 Penalty: 5513.341309
	Iteration 26Q: 3 clusters Score -7950144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -7950166.500000 Penalty: 5513.341309
	Iteration 27Q: 3 clusters Score -7950166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -7950179.500000 Penalty: 5513.341309
	Iteration 28Q: 3 clusters Score -7950180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -7950195.000000 Penalty: 5513.341309
	Iteration 29Q: 3 clusters Score -7950195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -7950213.000000 Penalty: 5513.341309
	Iteration 30Q: 3 clusters Score -7950213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -7950229.000000 Penalty: 5513.341309
	Iteration 31Q: 3 clusters Score -7950229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -7950247.500000 Penalty: 5513.341309
	Iteration 32Q: 3 clusters Score -7950248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -7950270.500000 Penalty: 5513.341309
	Iteration 33Q: 3 clusters Score -7950270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -7950273.500000 Penalty: 5513.341309
	Iteration 34Q: 3 clusters Score -7950274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 65761 members 
Entering Unmasked Estep 
Score: -7950268.000000 Penalty: 5513.341309
	Iteration 35Q: 3 clusters Score -7950268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -7950272.500000 Penalty: 5513.341309
	Iteration 36Q: 3 clusters Score -7950272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -7950266.500000 Penalty: 5513.341309
	Iteration 37Q: 3 clusters Score -7950266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 65788 members 
Entering Unmasked Estep 
Score: -7950266.000000 Penalty: 5513.341309
	Iteration 38Q: 3 clusters Score -7950266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -7950266.500000 Penalty: 5513.341309
	Iteration 39Q: 3 clusters Score -7950266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -7950269.500000 Penalty: 5513.341309
	Iteration 40F: 3 clusters Score -7950270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -7950270.000000 Penalty: 5513.341309
	Iteration 41Q: 3 clusters Score -7950270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -7950278.500000 Penalty: 5513.341309
	Iteration 42Q: 3 clusters Score -7950278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 65811 members 
Entering Unmasked Estep 
Score: -7950280.500000 Penalty: 5513.341309
	Iteration 43Q: 3 clusters Score -7950280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -7950277.000000 Penalty: 5513.341309
	Iteration 44Q: 3 clusters Score -7950277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -7950272.500000 Penalty: 5513.341309
	Iteration 45Q: 3 clusters Score -7950272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -7950270.500000 Penalty: 5513.341309
	Iteration 46Q: 3 clusters Score -7950270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -7950270.500000 Penalty: 5513.341309
	Iteration 47F: 3 clusters Score -7950270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -264077.750000 Penalty: 1915.662842
	Iteration 0F: 2 clusters Score -264077.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -261253.078125 Penalty: 3831.325684
	Iteration 0F: 3 clusters Score -261253.1 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -261762.312500 Penalty: 3831.325684
	Iteration 1F: 3 clusters Score -261762.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -261889.062500 Penalty: 3831.325684
	Iteration 2F: 3 clusters Score -261889.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -261974.281250 Penalty: 3831.325684
	Iteration 3Q: 3 clusters Score -261974.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -262013.687500 Penalty: 3831.325684
	Iteration 4Q: 3 clusters Score -262013.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -262044.093750 Penalty: 3831.325684
	Iteration 5Q: 3 clusters Score -262044.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -262071.281250 Penalty: 3831.325684
	Iteration 6Q: 3 clusters Score -262071.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -262091.765625 Penalty: 3831.325684
	Iteration 7Q: 3 clusters Score -262091.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -262113.906250 Penalty: 3831.325684
	Iteration 8Q: 3 clusters Score -262113.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -262134.000000 Penalty: 3831.325684
	Iteration 9Q: 3 clusters Score -262134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -262147.812500 Penalty: 3831.325684
	Iteration 10Q: 3 clusters Score -262147.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -262158.468750 Penalty: 3831.325684
	Iteration 11Q: 3 clusters Score -262158.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -262165.937500 Penalty: 3831.325684
	Iteration 12Q: 3 clusters Score -262165.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -262175.500000 Penalty: 3831.325684
	Iteration 13Q: 3 clusters Score -262175.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -262182.875000 Penalty: 3831.325684
	Iteration 14Q: 3 clusters Score -262182.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -262190.218750 Penalty: 3831.325684
	Iteration 15Q: 3 clusters Score -262190.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -262196.812500 Penalty: 3831.325684
	Iteration 16Q: 3 clusters Score -262196.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -262202.343750 Penalty: 3831.325684
	Iteration 17Q: 3 clusters Score -262202.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -262205.343750 Penalty: 3831.325684
	Iteration 18Q: 3 clusters Score -262205.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -262211.468750 Penalty: 3831.325684
	Iteration 19Q: 3 clusters Score -262211.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -262217.312500 Penalty: 3831.325684
	Iteration 20F: 3 clusters Score -262217.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -262219.781250 Penalty: 3831.325684
	Iteration 21Q: 3 clusters Score -262219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -262221.250000 Penalty: 3831.325684
	Iteration 22Q: 3 clusters Score -262221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -262223.812500 Penalty: 3831.325684
	Iteration 23Q: 3 clusters Score -262223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -262226.187500 Penalty: 3831.325684
	Iteration 24Q: 3 clusters Score -262226.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -262228.531250 Penalty: 3831.325684
	Iteration 25Q: 3 clusters Score -262228.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -262232.343750 Penalty: 3831.325684
	Iteration 26Q: 3 clusters Score -262232.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -262234.375000 Penalty: 3831.325684
	Iteration 27Q: 3 clusters Score -262234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -262234.375000 Penalty: 3831.325684
	Iteration 28F: 3 clusters Score -262234.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -92488.742188 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -92488.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90643.523438 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -90643.52 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90888.148438 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -90888.15 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90976.773438 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -90976.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91023.898438 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -91023.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91055.148438 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -91055.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91067.164062 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -91067.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91081.992188 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -91081.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -91093.585938 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -91093.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -91105.796875 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -91105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91110.742188 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -91110.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -91113.757812 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -91113.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91115.773438 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -91115.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91118.140625 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -91118.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91119.187500 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -91119.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91119.187500 Penalty: 3343.297607
	Iteration 14F: 3 clusters Score -91119.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Entering Unmasked Estep 
Score: -3406047.250000 Penalty: 2549.100586
	Iteration 0F: 2 clusters Score -3406047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3386085.000000 Penalty: 5098.201172
	Iteration 0F: 3 clusters Score -3386085 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3393189.500000 Penalty: 5098.201172
	Iteration 1F: 3 clusters Score -3393190 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3393587.750000 Penalty: 5098.201172
	Iteration 2Q: 3 clusters Score -3393588 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3393895.750000 Penalty: 5098.201172
	Iteration 3Q: 3 clusters Score -3393896 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3394192.500000 Penalty: 5098.201172
	Iteration 4Q: 3 clusters Score -3394192 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3394612.000000 Penalty: 5098.201172
	Iteration 5Q: 3 clusters Score -3394612 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3395251.250000 Penalty: 5098.201172
	Iteration 6Q: 3 clusters Score -3395251 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3396228.000000 Penalty: 5098.201172
	Iteration 7F: 3 clusters Score -3396228 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3397624.500000 Penalty: 5098.201172
	Iteration 8F: 3 clusters Score -3397624 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3399478.000000 Penalty: 5098.201172
	Iteration 9F: 3 clusters Score -3399478 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3401040.250000 Penalty: 5098.201172
	Iteration 10F: 3 clusters Score -3401040 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -3402110.750000 Penalty: 5098.201172
	Iteration 11F: 3 clusters Score -3402111 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3402698.250000 Penalty: 5098.201172
	Iteration 12Q: 3 clusters Score -3402698 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3403024.250000 Penalty: 5098.201172
	Iteration 13Q: 3 clusters Score -3403024 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -3403211.500000 Penalty: 5098.201172
	Iteration 14Q: 3 clusters Score -3403212 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3403327.750000 Penalty: 5098.201172
	Iteration 15Q: 3 clusters Score -3403328 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3403395.000000 Penalty: 5098.201172
	Iteration 16Q: 3 clusters Score -3403395 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3403478.500000 Penalty: 5098.201172
	Iteration 17Q: 3 clusters Score -3403478 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3403545.250000 Penalty: 5098.201172
	Iteration 18Q: 3 clusters Score -3403545 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -3403597.000000 Penalty: 5098.201172
	Iteration 19Q: 3 clusters Score -3403597 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3403654.000000 Penalty: 5098.201172
	Iteration 20F: 3 clusters Score -3403654 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3403677.000000 Penalty: 5098.201172
	Iteration 21Q: 3 clusters Score -3403677 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3403712.250000 Penalty: 5098.201172
	Iteration 22Q: 3 clusters Score -3403712 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3403746.000000 Penalty: 5098.201172
	Iteration 23Q: 3 clusters Score -3403746 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3403789.500000 Penalty: 5098.201172
	Iteration 24Q: 3 clusters Score -3403790 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3403831.750000 Penalty: 5098.201172
	Iteration 25Q: 3 clusters Score -3403832 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3403858.250000 Penalty: 5098.201172
	Iteration 26Q: 3 clusters Score -3403858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3403904.750000 Penalty: 5098.201172
	Iteration 27Q: 3 clusters Score -3403905 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3403917.750000 Penalty: 5098.201172
	Iteration 28Q: 3 clusters Score -3403918 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3403945.500000 Penalty: 5098.201172
	Iteration 29Q: 3 clusters Score -3403946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3403967.500000 Penalty: 5098.201172
	Iteration 30Q: 3 clusters Score -3403968 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3403992.250000 Penalty: 5098.201172
	Iteration 31Q: 3 clusters Score -3403992 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3404016.250000 Penalty: 5098.201172
	Iteration 32Q: 3 clusters Score -3404016 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3404035.250000 Penalty: 5098.201172
	Iteration 33Q: 3 clusters Score -3404035 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3404073.750000 Penalty: 5098.201172
	Iteration 34Q: 3 clusters Score -3404074 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3404104.500000 Penalty: 5098.201172
	Iteration 35Q: 3 clusters Score -3404104 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3404124.750000 Penalty: 5098.201172
	Iteration 36Q: 3 clusters Score -3404125 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3404142.000000 Penalty: 5098.201172
	Iteration 37Q: 3 clusters Score -3404142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3404161.000000 Penalty: 5098.201172
	Iteration 38Q: 3 clusters Score -3404161 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3404170.750000 Penalty: 5098.201172
	Iteration 39Q: 3 clusters Score -3404171 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3404175.500000 Penalty: 5098.201172
	Iteration 40F: 3 clusters Score -3404176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3404179.750000 Penalty: 5098.201172
	Iteration 41Q: 3 clusters Score -3404180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3404192.500000 Penalty: 5098.201172
	Iteration 42Q: 3 clusters Score -3404192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3404200.500000 Penalty: 5098.201172
	Iteration 43Q: 3 clusters Score -3404200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3404207.750000 Penalty: 5098.201172
	Iteration 44Q: 3 clusters Score -3404208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3404206.250000 Penalty: 5098.201172
	Iteration 45Q: 3 clusters Score -3404206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3404226.000000 Penalty: 5098.201172
	Iteration 46Q: 3 clusters Score -3404226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3404243.000000 Penalty: 5098.201172
	Iteration 47Q: 3 clusters Score -3404243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3404251.000000 Penalty: 5098.201172
	Iteration 48Q: 3 clusters Score -3404251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3404258.000000 Penalty: 5098.201172
	Iteration 49Q: 3 clusters Score -3404258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3404262.500000 Penalty: 5098.201172
	Iteration 50Q: 3 clusters Score -3404262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3404276.750000 Penalty: 5098.201172
	Iteration 51Q: 3 clusters Score -3404277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3404280.500000 Penalty: 5098.201172
	Iteration 52Q: 3 clusters Score -3404280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3404282.750000 Penalty: 5098.201172
	Iteration 53Q: 3 clusters Score -3404283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3404295.500000 Penalty: 5098.201172
	Iteration 54Q: 3 clusters Score -3404296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3404297.500000 Penalty: 5098.201172
	Iteration 55Q: 3 clusters Score -3404298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3404303.500000 Penalty: 5098.201172
	Iteration 56Q: 3 clusters Score -3404304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3404306.500000 Penalty: 5098.201172
	Iteration 57Q: 3 clusters Score -3404306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3404310.250000 Penalty: 5098.201172
	Iteration 58Q: 3 clusters Score -3404310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3404310.500000 Penalty: 5098.201172
	Iteration 59Q: 3 clusters Score -3404310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3404311.750000 Penalty: 5098.201172
	Iteration 60F: 3 clusters Score -3404312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3404313.000000 Penalty: 5098.201172
	Iteration 61Q: 3 clusters Score -3404313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3404312.500000 Penalty: 5098.201172
	Iteration 62Q: 3 clusters Score -3404312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3404310.750000 Penalty: 5098.201172
	Iteration 63Q: 3 clusters Score -3404311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3404312.500000 Penalty: 5098.201172
	Iteration 64Q: 3 clusters Score -3404312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3404312.500000 Penalty: 5098.201172
	Iteration 65Q: 3 clusters Score -3404312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3404319.500000 Penalty: 5098.201172
	Iteration 66Q: 3 clusters Score -3404320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3404325.250000 Penalty: 5098.201172
	Iteration 67Q: 3 clusters Score -3404325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3404324.750000 Penalty: 5098.201172
	Iteration 68Q: 3 clusters Score -3404325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3404325.000000 Penalty: 5098.201172
	Iteration 69Q: 3 clusters Score -3404325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3404327.250000 Penalty: 5098.201172
	Iteration 70Q: 3 clusters Score -3404327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3404326.250000 Penalty: 5098.201172
	Iteration 71Q: 3 clusters Score -3404326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3404326.250000 Penalty: 5098.201172
	Iteration 72Q: 3 clusters Score -3404326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3404326.250000 Penalty: 5098.201172
	Iteration 73F: 3 clusters Score -3404326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Entering Unmasked Estep 
Score: -5742090.000000 Penalty: 2685.241943
	Iteration 0F: 2 clusters Score -5742090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -5708172.500000 Penalty: 5370.483887
	Iteration 0F: 3 clusters Score -5708172 nChanged 23347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -5721386.500000 Penalty: 5370.483887
	Iteration 1F: 3 clusters Score -5721386 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -5721907.500000 Penalty: 5370.483887
	Iteration 2Q: 3 clusters Score -5721908 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -5722472.500000 Penalty: 5370.483887
	Iteration 3Q: 3 clusters Score -5722472 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -5723308.500000 Penalty: 5370.483887
	Iteration 4Q: 3 clusters Score -5723308 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -5724485.500000 Penalty: 5370.483887
	Iteration 5Q: 3 clusters Score -5724486 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -5726211.500000 Penalty: 5370.483887
	Iteration 6F: 3 clusters Score -5726212 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -5728760.500000 Penalty: 5370.483887
	Iteration 7F: 3 clusters Score -5728760 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -5731969.500000 Penalty: 5370.483887
	Iteration 8F: 3 clusters Score -5731970 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -5735073.000000 Penalty: 5370.483887
	Iteration 9F: 3 clusters Score -5735073 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -5737370.500000 Penalty: 5370.483887
	Iteration 10F: 3 clusters Score -5737370 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -5738721.000000 Penalty: 5370.483887
	Iteration 11Q: 3 clusters Score -5738721 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -5739292.500000 Penalty: 5370.483887
	Iteration 12Q: 3 clusters Score -5739292 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -5739519.500000 Penalty: 5370.483887
	Iteration 13Q: 3 clusters Score -5739520 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -5739618.000000 Penalty: 5370.483887
	Iteration 14Q: 3 clusters Score -5739618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -5739668.000000 Penalty: 5370.483887
	Iteration 15Q: 3 clusters Score -5739668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -5739716.000000 Penalty: 5370.483887
	Iteration 16Q: 3 clusters Score -5739716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -5739745.500000 Penalty: 5370.483887
	Iteration 17Q: 3 clusters Score -5739746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -5739753.000000 Penalty: 5370.483887
	Iteration 18Q: 3 clusters Score -5739753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -5739761.000000 Penalty: 5370.483887
	Iteration 19Q: 3 clusters Score -5739761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -5739778.000000 Penalty: 5370.483887
	Iteration 20F: 3 clusters Score -5739778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -5739772.500000 Penalty: 5370.483887
	Iteration 21Q: 3 clusters Score -5739772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -5739777.500000 Penalty: 5370.483887
	Iteration 22Q: 3 clusters Score -5739778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -5739779.000000 Penalty: 5370.483887
	Iteration 23Q: 3 clusters Score -5739779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -5739781.000000 Penalty: 5370.483887
	Iteration 24Q: 3 clusters Score -5739781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -5739781.000000 Penalty: 5370.483887
	Iteration 25F: 3 clusters Score -5739781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 232737 members 
Mstep: Class 4 contains 20484 members 
Mstep: Class 7 contains 210655 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 29077 members 
Mstep: Class 12 contains 210 members 
Mstep: Class 14 contains 67212 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 29104 members 
Mstep: Class 19 contains 50392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74619024.000000 Penalty: 43162.746094
Iteration 39Q: 14 clusters Score -7.461902e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 226497 members 
Mstep: Class 4 contains 20505 members 
Mstep: Class 7 contains 216438 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 29082 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 14 contains 68363 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 28543 members 
Mstep: Class 19 contains 50305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74620312.000000 Penalty: 43162.746094
Iteration 40F: 14 clusters Score -7.462031e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 220745 members 
Mstep: Class 4 contains 20526 members 
Mstep: Class 7 contains 221808 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 29075 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 14 contains 69499 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 27950 members 
Mstep: Class 19 contains 50215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74621632.000000 Penalty: 43162.746094
Iteration 41Q: 14 clusters Score -7.462163e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3291 members 
Mstep: Class 3 contains 215406 members 
Mstep: Class 4 contains 20519 members 
Mstep: Class 7 contains 226938 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 29061 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 70569 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 27283 members 
Mstep: Class 19 contains 50141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74622032.000000 Penalty: 43162.746094
Iteration 42Q: 14 clusters Score -7.462203e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 210696 members 
Mstep: Class 4 contains 20533 members 
Mstep: Class 7 contains 231454 members 
Mstep: Class 8 contains 4244 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 29047 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 71605 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 26626 members 
Mstep: Class 19 contains 50042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74622392.000000 Penalty: 43162.746094
Iteration 43Q: 14 clusters Score -7.462239e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3240 members 
Mstep: Class 3 contains 206728 members 
Mstep: Class 4 contains 20521 members 
Mstep: Class 7 contains 235269 members 
Mstep: Class 8 contains 4204 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 29037 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 72657 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 25930 members 
Mstep: Class 19 contains 49929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74622528.000000 Penalty: 43162.746094
Iteration 44Q: 14 clusters Score -7.462253e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 203520 members 
Mstep: Class 4 contains 20525 members 
Mstep: Class 7 contains 238282 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 29016 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 73735 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 25213 members 
Mstep: Class 19 contains 49847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74623088.000000 Penalty: 43162.746094
Iteration 45Q: 14 clusters Score -7.462309e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3175 members 
Mstep: Class 3 contains 201078 members 
Mstep: Class 4 contains 20540 members 
Mstep: Class 7 contains 240410 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 29014 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 74833 members 
Mstep: Class 15 contains 2245 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 24548 members 
Mstep: Class 19 contains 49790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74623936.000000 Penalty: 43162.746094
Iteration 46Q: 14 clusters Score -7.462394e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 199256 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 7 contains 241728 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 29001 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 75994 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 24011 members 
Mstep: Class 19 contains 49744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74624392.000000 Penalty: 43162.746094
Iteration 47Q: 14 clusters Score -7.462439e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 3 contains 197987 members 
Mstep: Class 4 contains 20584 members 
Mstep: Class 7 contains 242216 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 28989 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 77248 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 23638 members 
Mstep: Class 19 contains 49707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74624856.000000 Penalty: 43162.746094
Iteration 48Q: 14 clusters Score -7.462486e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 197323 members 
Mstep: Class 4 contains 20623 members 
Mstep: Class 7 contains 241952 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 28987 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 78535 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 23319 members 
Mstep: Class 19 contains 49699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74624984.000000 Penalty: 43162.746094
Iteration 49Q: 14 clusters Score -7.462498e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 197110 members 
Mstep: Class 4 contains 20663 members 
Mstep: Class 7 contains 241061 members 
Mstep: Class 8 contains 4038 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 28970 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 79854 members 
Mstep: Class 15 contains 2223 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 23131 members 
Mstep: Class 19 contains 49710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74625136.000000 Penalty: 43162.746094
Iteration 50Q: 14 clusters Score -7.462514e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2988 members 
Mstep: Class 3 contains 197341 members 
Mstep: Class 4 contains 20714 members 
Mstep: Class 7 contains 239689 members 
Mstep: Class 8 contains 4017 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 28960 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 81170 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22983 members 
Mstep: Class 19 contains 49702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74625496.000000 Penalty: 43162.746094
Iteration 51Q: 14 clusters Score -7.46255e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2954 members 
Mstep: Class 3 contains 197974 members 
Mstep: Class 4 contains 20792 members 
Mstep: Class 7 contains 237808 members 
Mstep: Class 8 contains 3996 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 28951 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 82545 members 
Mstep: Class 15 contains 2200 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22882 members 
Mstep: Class 19 contains 49671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74625896.000000 Penalty: 43162.746094
Iteration 52Q: 14 clusters Score -7.46259e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 198824 members 
Mstep: Class 4 contains 20836 members 
Mstep: Class 7 contains 235694 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 28948 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 83891 members 
Mstep: Class 15 contains 2192 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22840 members 
Mstep: Class 19 contains 49642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74626368.000000 Penalty: 43162.746094
Iteration 53Q: 14 clusters Score -7.462637e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2906 members 
Mstep: Class 3 contains 199853 members 
Mstep: Class 4 contains 20872 members 
Mstep: Class 7 contains 233368 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 28945 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 85271 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22816 members 
Mstep: Class 19 contains 49600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74626872.000000 Penalty: 43162.746094
Iteration 54Q: 14 clusters Score -7.462687e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 201073 members 
Mstep: Class 4 contains 20906 members 
Mstep: Class 7 contains 230873 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 28944 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 86619 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22811 members 
Mstep: Class 19 contains 49530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74627384.000000 Penalty: 43162.746094
Iteration 55Q: 14 clusters Score -7.462738e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 202380 members 
Mstep: Class 4 contains 20941 members 
Mstep: Class 7 contains 228376 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 28948 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 87927 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22792 members 
Mstep: Class 19 contains 49430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74627728.000000 Penalty: 43162.746094
Iteration 56Q: 14 clusters Score -7.462773e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2831 members 
Mstep: Class 3 contains 203735 members 
Mstep: Class 4 contains 20968 members 
Mstep: Class 7 contains 225912 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 28948 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 89182 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22774 members 
Mstep: Class 19 contains 49327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628000.000000 Penalty: 43162.746094
Iteration 57Q: 14 clusters Score -7.4628e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2799 members 
Mstep: Class 3 contains 205153 members 
Mstep: Class 4 contains 20982 members 
Mstep: Class 7 contains 223370 members 
Mstep: Class 8 contains 3917 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 28951 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 90393 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22786 members 
Mstep: Class 19 contains 49253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628336.000000 Penalty: 43162.746094
Iteration 58Q: 14 clusters Score -7.462834e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2785 members 
Mstep: Class 3 contains 206506 members 
Mstep: Class 4 contains 20974 members 
Mstep: Class 7 contains 220962 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 28952 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 91515 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22805 members 
Mstep: Class 19 contains 49195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628488.000000 Penalty: 43162.746094
Iteration 59Q: 14 clusters Score -7.462849e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 207812 members 
Mstep: Class 4 contains 20954 members 
Mstep: Class 7 contains 218678 members 
Mstep: Class 8 contains 3896 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 28953 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 92589 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22819 members 
Mstep: Class 19 contains 49122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628528.000000 Penalty: 43162.746094
Iteration 60F: 14 clusters Score -7.462853e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2765 members 
Mstep: Class 3 contains 209040 members 
Mstep: Class 4 contains 20932 members 
Mstep: Class 7 contains 216526 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 28959 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 93629 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22819 members 
Mstep: Class 19 contains 49056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628896.000000 Penalty: 43162.746094
Iteration 61Q: 14 clusters Score -7.46289e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 210094 members 
Mstep: Class 4 contains 20916 members 
Mstep: Class 7 contains 214551 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 28962 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 94623 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22810 members 
Mstep: Class 19 contains 49018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628616.000000 Penalty: 43162.746094
Iteration 62Q: 14 clusters Score -7.462862e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 210946 members 
Mstep: Class 4 contains 20907 members 
Mstep: Class 7 contains 212781 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 28964 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 95562 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22814 members 
Mstep: Class 19 contains 49015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628736.000000 Penalty: 43162.746094
Iteration 63Q: 14 clusters Score -7.462874e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2779 members 
Mstep: Class 3 contains 211719 members 
Mstep: Class 4 contains 20898 members 
Mstep: Class 7 contains 211138 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 10 contains 28964 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 96456 members 
Mstep: Class 15 contains 2138 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22821 members 
Mstep: Class 19 contains 49004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628816.000000 Penalty: 43162.746094
Iteration 64Q: 14 clusters Score -7.462882e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 212313 members 
Mstep: Class 4 contains 20878 members 
Mstep: Class 7 contains 209762 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 28965 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 97290 members 
Mstep: Class 15 contains 2129 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22828 members 
Mstep: Class 19 contains 48978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628816.000000 Penalty: 43162.746094
Iteration 65Q: 14 clusters Score -7.462882e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 212748 members 
Mstep: Class 4 contains 20851 members 
Mstep: Class 7 contains 208556 members 
Mstep: Class 8 contains 3836 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 28967 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 98105 members 
Mstep: Class 15 contains 2125 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22828 members 
Mstep: Class 19 contains 48967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629224.000000 Penalty: 43162.746094
Iteration 66Q: 14 clusters Score -7.462922e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 213061 members 
Mstep: Class 4 contains 20815 members 
Mstep: Class 7 contains 207470 members 
Mstep: Class 8 contains 3828 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 28967 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 98944 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22825 members 
Mstep: Class 19 contains 48952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629176.000000 Penalty: 43162.746094
Iteration 67Q: 14 clusters Score -7.462918e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 213143 members 
Mstep: Class 4 contains 20791 members 
Mstep: Class 7 contains 206594 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 28966 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 99788 members 
Mstep: Class 15 contains 2119 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22820 members 
Mstep: Class 19 contains 48939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629312.000000 Penalty: 43162.746094
Iteration 68Q: 14 clusters Score -7.462931e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2788 members 
Mstep: Class 3 contains 213078 members 
Mstep: Class 4 contains 20762 members 
Mstep: Class 7 contains 205861 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 28970 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 100630 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22813 members 
Mstep: Class 19 contains 48938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629392.000000 Penalty: 43162.746094
Iteration 69Q: 14 clusters Score -7.462939e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 212873 members 
Mstep: Class 4 contains 20735 members 
Mstep: Class 7 contains 205288 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 28972 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 101448 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22814 members 
Mstep: Class 19 contains 48939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629264.000000 Penalty: 43162.746094
Iteration 70Q: 14 clusters Score -7.462926e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 212554 members 
Mstep: Class 4 contains 20702 members 
Mstep: Class 7 contains 204877 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 28972 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 102231 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22819 members 
Mstep: Class 19 contains 48922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629312.000000 Penalty: 43162.746094
Iteration 71Q: 14 clusters Score -7.462931e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 212103 members 
Mstep: Class 4 contains 20671 members 
Mstep: Class 7 contains 204567 members 
Mstep: Class 8 contains 3783 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 28973 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 103039 members 
Mstep: Class 15 contains 2116 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22817 members 
Mstep: Class 19 contains 48914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629568.000000 Penalty: 43162.746094
Iteration 72Q: 14 clusters Score -7.462957e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2782 members 
Mstep: Class 3 contains 211551 members 
Mstep: Class 4 contains 20648 members 
Mstep: Class 7 contains 204330 members 
Mstep: Class 8 contains 3773 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 28973 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 103870 members 
Mstep: Class 15 contains 2116 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22817 members 
Mstep: Class 19 contains 48905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629616.000000 Penalty: 43162.746094
Iteration 73Q: 14 clusters Score -7.462962e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 210954 members 
Mstep: Class 4 contains 20633 members 
Mstep: Class 7 contains 204173 members 
Mstep: Class 8 contains 3769 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 28972 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 104671 members 
Mstep: Class 15 contains 2117 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22809 members 
Mstep: Class 19 contains 48889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629784.000000 Penalty: 43162.746094
Iteration 74Q: 14 clusters Score -7.462978e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 210304 members 
Mstep: Class 4 contains 20613 members 
Mstep: Class 7 contains 204069 members 
Mstep: Class 8 contains 3766 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 28971 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 105480 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22811 members 
Mstep: Class 19 contains 48859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629832.000000 Penalty: 43162.746094
Iteration 75Q: 14 clusters Score -7.462983e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 209692 members 
Mstep: Class 4 contains 20592 members 
Mstep: Class 7 contains 203999 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 28973 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 106229 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22799 members 
Mstep: Class 19 contains 48827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629920.000000 Penalty: 43162.746094
Iteration 76Q: 14 clusters Score -7.462992e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 209043 members 
Mstep: Class 4 contains 20573 members 
Mstep: Class 7 contains 204018 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 28977 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 106922 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22788 members 
Mstep: Class 19 contains 48796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629992.000000 Penalty: 43162.746094
Iteration 77Q: 14 clusters Score -7.462999e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 208435 members 
Mstep: Class 4 contains 20563 members 
Mstep: Class 7 contains 204005 members 
Mstep: Class 8 contains 3744 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 28977 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 107614 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22780 members 
Mstep: Class 19 contains 48758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630216.000000 Penalty: 43162.746094
Iteration 78Q: 14 clusters Score -7.463022e+07 nChanged 1463
Entering ConstructFrom: 
Score: -74630216.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 2 (2777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Entering Unmasked Estep 
Score: -321607.781250 Penalty: 1966.423340
	Iteration 0F: 2 clusters Score -321607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -318517.000000 Penalty: 3932.846680
	Iteration 0F: 3 clusters Score -318517 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -319128.718750 Penalty: 3932.846680
	Iteration 1F: 3 clusters Score -319128.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -319302.687500 Penalty: 3932.846680
	Iteration 2F: 3 clusters Score -319302.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -319374.562500 Penalty: 3932.846680
	Iteration 3Q: 3 clusters Score -319374.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -319400.437500 Penalty: 3932.846680
	Iteration 4Q: 3 clusters Score -319400.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -319414.781250 Penalty: 3932.846680
	Iteration 5Q: 3 clusters Score -319414.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -319429.218750 Penalty: 3932.846680
	Iteration 6Q: 3 clusters Score -319429.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -319444.718750 Penalty: 3932.846680
	Iteration 7Q: 3 clusters Score -319444.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -319453.031250 Penalty: 3932.846680
	Iteration 8Q: 3 clusters Score -319453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -319458.562500 Penalty: 3932.846680
	Iteration 9Q: 3 clusters Score -319458.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -319464.562500 Penalty: 3932.846680
	Iteration 10Q: 3 clusters Score -319464.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -319469.031250 Penalty: 3932.846680
	Iteration 11Q: 3 clusters Score -319469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -319473.000000 Penalty: 3932.846680
	Iteration 12Q: 3 clusters Score -319473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -319475.500000 Penalty: 3932.846680
	Iteration 13Q: 3 clusters Score -319475.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -319478.468750 Penalty: 3932.846680
	Iteration 14Q: 3 clusters Score -319478.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -319484.218750 Penalty: 3932.846680
	Iteration 15Q: 3 clusters Score -319484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -319486.875000 Penalty: 3932.846680
	Iteration 16Q: 3 clusters Score -319486.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -319490.968750 Penalty: 3932.846680
	Iteration 17Q: 3 clusters Score -319491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -319496.687500 Penalty: 3932.846680
	Iteration 18Q: 3 clusters Score -319496.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -319503.250000 Penalty: 3932.846680
	Iteration 19Q: 3 clusters Score -319503.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -319510.187500 Penalty: 3932.846680
	Iteration 20F: 3 clusters Score -319510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -319516.281250 Penalty: 3932.846680
	Iteration 21Q: 3 clusters Score -319516.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -319521.687500 Penalty: 3932.846680
	Iteration 22Q: 3 clusters Score -319521.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -319525.468750 Penalty: 3932.846680
	Iteration 23Q: 3 clusters Score -319525.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -319529.593750 Penalty: 3932.846680
	Iteration 24Q: 3 clusters Score -319529.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -319537.343750 Penalty: 3932.846680
	Iteration 25Q: 3 clusters Score -319537.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -319546.281250 Penalty: 3932.846680
	Iteration 26Q: 3 clusters Score -319546.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -319552.750000 Penalty: 3932.846680
	Iteration 27Q: 3 clusters Score -319552.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -319558.562500 Penalty: 3932.846680
	Iteration 28Q: 3 clusters Score -319558.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -319563.312500 Penalty: 3932.846680
	Iteration 29Q: 3 clusters Score -319563.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -319566.343750 Penalty: 3932.846680
	Iteration 30Q: 3 clusters Score -319566.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -319569.062500 Penalty: 3932.846680
	Iteration 31Q: 3 clusters Score -319569.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -319572.218750 Penalty: 3932.846680
	Iteration 32Q: 3 clusters Score -319572.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -319577.000000 Penalty: 3932.846680
	Iteration 33Q: 3 clusters Score -319577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -319579.843750 Penalty: 3932.846680
	Iteration 34Q: 3 clusters Score -319579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -319582.718750 Penalty: 3932.846680
	Iteration 35Q: 3 clusters Score -319582.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -319587.656250 Penalty: 3932.846680
	Iteration 36Q: 3 clusters Score -319587.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -319589.281250 Penalty: 3932.846680
	Iteration 37Q: 3 clusters Score -319589.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -319591.843750 Penalty: 3932.846680
	Iteration 38Q: 3 clusters Score -319591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -319593.656250 Penalty: 3932.846680
	Iteration 39Q: 3 clusters Score -319593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -319594.031250 Penalty: 3932.846680
	Iteration 40F: 3 clusters Score -319594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -319594.812500 Penalty: 3932.846680
	Iteration 41Q: 3 clusters Score -319594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -319595.812500 Penalty: 3932.846680
	Iteration 42Q: 3 clusters Score -319595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -319597.812500 Penalty: 3932.846680
	Iteration 43Q: 3 clusters Score -319597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -319598.718750 Penalty: 3932.846680
	Iteration 44Q: 3 clusters Score -319598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -319599.468750 Penalty: 3932.846680
	Iteration 45Q: 3 clusters Score -319599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -319602.812500 Penalty: 3932.846680
	Iteration 46Q: 3 clusters Score -319602.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -319608.156250 Penalty: 3932.846680
	Iteration 47Q: 3 clusters Score -319608.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -319614.937500 Penalty: 3932.846680
	Iteration 48Q: 3 clusters Score -319614.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -319622.031250 Penalty: 3932.846680
	Iteration 49Q: 3 clusters Score -319622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -319630.406250 Penalty: 3932.846680
	Iteration 50Q: 3 clusters Score -319630.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -319639.593750 Penalty: 3932.846680
	Iteration 51Q: 3 clusters Score -319639.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -319649.937500 Penalty: 3932.846680
	Iteration 52Q: 3 clusters Score -319649.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -319663.187500 Penalty: 3932.846680
	Iteration 53Q: 3 clusters Score -319663.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -319676.093750 Penalty: 3932.846680
	Iteration 54Q: 3 clusters Score -319676.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -319687.625000 Penalty: 3932.846680
	Iteration 55Q: 3 clusters Score -319687.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -319694.531250 Penalty: 3932.846680
	Iteration 56Q: 3 clusters Score -319694.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -319698.750000 Penalty: 3932.846680
	Iteration 57Q: 3 clusters Score -319698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -319702.968750 Penalty: 3932.846680
	Iteration 58Q: 3 clusters Score -319703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -319709.031250 Penalty: 3932.846680
	Iteration 59Q: 3 clusters Score -319709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -319716.250000 Penalty: 3932.846680
	Iteration 60F: 3 clusters Score -319716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -319720.500000 Penalty: 3932.846680
	Iteration 61Q: 3 clusters Score -319720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -319722.656250 Penalty: 3932.846680
	Iteration 62Q: 3 clusters Score -319722.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -319726.468750 Penalty: 3932.846680
	Iteration 63Q: 3 clusters Score -319726.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -319731.000000 Penalty: 3932.846680
	Iteration 64Q: 3 clusters Score -319731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -319733.656250 Penalty: 3932.846680
	Iteration 65Q: 3 clusters Score -319733.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -319736.406250 Penalty: 3932.846680
	Iteration 66Q: 3 clusters Score -319736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -319737.875000 Penalty: 3932.846680
	Iteration 67Q: 3 clusters Score -319737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -319739.875000 Penalty: 3932.846680
	Iteration 68Q: 3 clusters Score -319739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -319740.218750 Penalty: 3932.846680
	Iteration 69Q: 3 clusters Score -319740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -319741.625000 Penalty: 3932.846680
	Iteration 70Q: 3 clusters Score -319741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -319744.875000 Penalty: 3932.846680
	Iteration 71Q: 3 clusters Score -319744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -319747.187500 Penalty: 3932.846680
	Iteration 72Q: 3 clusters Score -319747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -319751.312500 Penalty: 3932.846680
	Iteration 73Q: 3 clusters Score -319751.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -319753.781250 Penalty: 3932.846680
	Iteration 74Q: 3 clusters Score -319753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -319756.187500 Penalty: 3932.846680
	Iteration 75Q: 3 clusters Score -319756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -319756.875000 Penalty: 3932.846680
	Iteration 76Q: 3 clusters Score -319756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -319757.406250 Penalty: 3932.846680
	Iteration 77Q: 3 clusters Score -319757.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -319757.781250 Penalty: 3932.846680
	Iteration 78Q: 3 clusters Score -319757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -319757.781250 Penalty: 3932.846680
	Iteration 79F: 3 clusters Score -319757.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (207832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207832 members 
Entering Unmasked Estep 
Score: -24133600.000000 Penalty: 3036.632324
	Iteration 0F: 2 clusters Score -2.41336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103763 members 
Mstep: Class 2 contains 104069 members 
Entering Unmasked Estep 
Score: -23998992.000000 Penalty: 6073.264648
	Iteration 0F: 3 clusters Score -2.399899e+07 nChanged 100111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101404 members 
Mstep: Class 2 contains 106428 members 
Entering Unmasked Estep 
Score: -24057936.000000 Penalty: 6073.264648
	Iteration 1F: 3 clusters Score -2.405794e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99854 members 
Mstep: Class 2 contains 107978 members 
Entering Unmasked Estep 
Score: -24059458.000000 Penalty: 6073.264648
	Iteration 2Q: 3 clusters Score -2.405946e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 110392 members 
Entering Unmasked Estep 
Score: -24061102.000000 Penalty: 6073.264648
	Iteration 3Q: 3 clusters Score -2.40611e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93893 members 
Mstep: Class 2 contains 113939 members 
Entering Unmasked Estep 
Score: -24063636.000000 Penalty: 6073.264648
	Iteration 4Q: 3 clusters Score -2.406364e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 119330 members 
Entering Unmasked Estep 
Score: -24067680.000000 Penalty: 6073.264648
	Iteration 5Q: 3 clusters Score -2.406768e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 127059 members 
Entering Unmasked Estep 
Score: -24073800.000000 Penalty: 6073.264648
	Iteration 6F: 3 clusters Score -2.40738e+07 nChanged 13553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 137290 members 
Entering Unmasked Estep 
Score: -24083718.000000 Penalty: 6073.264648
	Iteration 7F: 3 clusters Score -2.408372e+07 nChanged 14348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 148802 members 
Entering Unmasked Estep 
Score: -24096438.000000 Penalty: 6073.264648
	Iteration 8F: 3 clusters Score -2.409644e+07 nChanged 13121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 158563 members 
Entering Unmasked Estep 
Score: -24107586.000000 Penalty: 6073.264648
	Iteration 9F: 3 clusters Score -2.410759e+07 nChanged 10350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 165225 members 
Entering Unmasked Estep 
Score: -24115020.000000 Penalty: 6073.264648
	Iteration 10Q: 3 clusters Score -2.411502e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 169668 members 
Entering Unmasked Estep 
Score: -24118880.000000 Penalty: 6073.264648
	Iteration 11Q: 3 clusters Score -2.411888e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 173231 members 
Entering Unmasked Estep 
Score: -24120996.000000 Penalty: 6073.264648
	Iteration 12Q: 3 clusters Score -2.4121e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 176365 members 
Entering Unmasked Estep 
Score: -24122468.000000 Penalty: 6073.264648
	Iteration 13Q: 3 clusters Score -2.412247e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 179403 members 
Entering Unmasked Estep 
Score: -24123758.000000 Penalty: 6073.264648
	Iteration 14Q: 3 clusters Score -2.412376e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 182212 members 
Entering Unmasked Estep 
Score: -24124860.000000 Penalty: 6073.264648
	Iteration 15Q: 3 clusters Score -2.412486e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 184726 members 
Entering Unmasked Estep 
Score: -24125532.000000 Penalty: 6073.264648
	Iteration 16Q: 3 clusters Score -2.412553e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 187024 members 
Entering Unmasked Estep 
Score: -24126144.000000 Penalty: 6073.264648
	Iteration 17Q: 3 clusters Score -2.412614e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 189111 members 
Entering Unmasked Estep 
Score: -24126954.000000 Penalty: 6073.264648
	Iteration 18Q: 3 clusters Score -2.412695e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 191028 members 
Entering Unmasked Estep 
Score: -24127690.000000 Penalty: 6073.264648
	Iteration 19Q: 3 clusters Score -2.412769e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 192779 members 
Entering Unmasked Estep 
Score: -24128436.000000 Penalty: 6073.264648
	Iteration 20F: 3 clusters Score -2.412844e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 194313 members 
Entering Unmasked Estep 
Score: -24128924.000000 Penalty: 6073.264648
	Iteration 21Q: 3 clusters Score -2.412892e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 195680 members 
Entering Unmasked Estep 
Score: -24129256.000000 Penalty: 6073.264648
	Iteration 22Q: 3 clusters Score -2.412926e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 196882 members 
Entering Unmasked Estep 
Score: -24129662.000000 Penalty: 6073.264648
	Iteration 23Q: 3 clusters Score -2.412966e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 197892 members 
Entering Unmasked Estep 
Score: -24129878.000000 Penalty: 6073.264648
	Iteration 24Q: 3 clusters Score -2.412988e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 198782 members 
Entering Unmasked Estep 
Score: -24130188.000000 Penalty: 6073.264648
	Iteration 25Q: 3 clusters Score -2.413019e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 199559 members 
Entering Unmasked Estep 
Score: -24130424.000000 Penalty: 6073.264648
	Iteration 26Q: 3 clusters Score -2.413042e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 200245 members 
Entering Unmasked Estep 
Score: -24130562.000000 Penalty: 6073.264648
	Iteration 27Q: 3 clusters Score -2.413056e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 200854 members 
Entering Unmasked Estep 
Score: -24130780.000000 Penalty: 6073.264648
	Iteration 28Q: 3 clusters Score -2.413078e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 201377 members 
Entering Unmasked Estep 
Score: -24130876.000000 Penalty: 6073.264648
	Iteration 29Q: 3 clusters Score -2.413088e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 201818 members 
Entering Unmasked Estep 
Score: -24130976.000000 Penalty: 6073.264648
	Iteration 30Q: 3 clusters Score -2.413098e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 202188 members 
Entering Unmasked Estep 
Score: -24131054.000000 Penalty: 6073.264648
	Iteration 31Q: 3 clusters Score -2.413105e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 202521 members 
Entering Unmasked Estep 
Score: -24131092.000000 Penalty: 6073.264648
	Iteration 32Q: 3 clusters Score -2.413109e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 202800 members 
Entering Unmasked Estep 
Score: -24131202.000000 Penalty: 6073.264648
	Iteration 33Q: 3 clusters Score -2.41312e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 203021 members 
Entering Unmasked Estep 
Score: -24131296.000000 Penalty: 6073.264648
	Iteration 34Q: 3 clusters Score -2.41313e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 203209 members 
Entering Unmasked Estep 
Score: -24131360.000000 Penalty: 6073.264648
	Iteration 35Q: 3 clusters Score -2.413136e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 203367 members 
Entering Unmasked Estep 
Score: -24131370.000000 Penalty: 6073.264648
	Iteration 36Q: 3 clusters Score -2.413137e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 203509 members 
Entering Unmasked Estep 
Score: -24131382.000000 Penalty: 6073.264648
	Iteration 37Q: 3 clusters Score -2.413138e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 203636 members 
Entering Unmasked Estep 
Score: -24131370.000000 Penalty: 6073.264648
	Iteration 38Q: 3 clusters Score -2.413137e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 203751 members 
Entering Unmasked Estep 
Score: -24131428.000000 Penalty: 6073.264648
	Iteration 39Q: 3 clusters Score -2.413143e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 203857 members 
Entering Unmasked Estep 
Score: -24131438.000000 Penalty: 6073.264648
	Iteration 40F: 3 clusters Score -2.413144e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 203959 members 
Entering Unmasked Estep 
Score: -24131444.000000 Penalty: 6073.264648
	Iteration 41Q: 3 clusters Score -2.413144e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 204063 members 
Entering Unmasked Estep 
Score: -24131424.000000 Penalty: 6073.264648
	Iteration 42Q: 3 clusters Score -2.413142e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 204160 members 
Entering Unmasked Estep 
Score: -24131486.000000 Penalty: 6073.264648
	Iteration 43Q: 3 clusters Score -2.413149e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 204241 members 
Entering Unmasked Estep 
Score: -24131496.000000 Penalty: 6073.264648
	Iteration 44Q: 3 clusters Score -2.41315e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 204326 members 
Entering Unmasked Estep 
Score: -24131494.000000 Penalty: 6073.264648
	Iteration 45Q: 3 clusters Score -2.413149e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 204394 members 
Entering Unmasked Estep 
Score: -24131508.000000 Penalty: 6073.264648
	Iteration 46Q: 3 clusters Score -2.413151e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 204434 members 
Entering Unmasked Estep 
Score: -24131500.000000 Penalty: 6073.264648
	Iteration 47Q: 3 clusters Score -2.41315e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 204470 members 
Entering Unmasked Estep 
Score: -24131526.000000 Penalty: 6073.264648
	Iteration 48Q: 3 clusters Score -2.413153e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 204498 members 
Entering Unmasked Estep 
Score: -24131538.000000 Penalty: 6073.264648
	Iteration 49Q: 3 clusters Score -2.413154e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 204532 members 
Entering Unmasked Estep 
Score: -24131518.000000 Penalty: 6073.264648
	Iteration 50Q: 3 clusters Score -2.413152e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 204581 members 
Entering Unmasked Estep 
Score: -24131548.000000 Penalty: 6073.264648
	Iteration 51Q: 3 clusters Score -2.413155e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 204626 members 
Entering Unmasked Estep 
Score: -24131550.000000 Penalty: 6073.264648
	Iteration 52Q: 3 clusters Score -2.413155e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 204669 members 
Entering Unmasked Estep 
Score: -24131540.000000 Penalty: 6073.264648
	Iteration 53Q: 3 clusters Score -2.413154e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 204707 members 
Entering Unmasked Estep 
Score: -24131546.000000 Penalty: 6073.264648
	Iteration 54Q: 3 clusters Score -2.413155e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 204732 members 
Entering Unmasked Estep 
Score: -24131578.000000 Penalty: 6073.264648
	Iteration 55Q: 3 clusters Score -2.413158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 204750 members 
Entering Unmasked Estep 
Score: -24131572.000000 Penalty: 6073.264648
	Iteration 56Q: 3 clusters Score -2.413157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 204767 members 
Entering Unmasked Estep 
Score: -24131574.000000 Penalty: 6073.264648
	Iteration 57Q: 3 clusters Score -2.413157e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -24131582.000000 Penalty: 6073.264648
	Iteration 58Q: 3 clusters Score -2.413158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 204797 members 
Entering Unmasked Estep 
Score: -24131572.000000 Penalty: 6073.264648
	Iteration 59Q: 3 clusters Score -2.413157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 204808 members 
Entering Unmasked Estep 
Score: -24131562.000000 Penalty: 6073.264648
	Iteration 60F: 3 clusters Score -2.413156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 204818 members 
Entering Unmasked Estep 
Score: -24131556.000000 Penalty: 6073.264648
	Iteration 61Q: 3 clusters Score -2.413156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 204821 members 
Entering Unmasked Estep 
Score: -24131558.000000 Penalty: 6073.264648
	Iteration 62Q: 3 clusters Score -2.413156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 204823 members 
Entering Unmasked Estep 
Score: -24131554.000000 Penalty: 6073.264648
	Iteration 63Q: 3 clusters Score -2.413155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 204826 members 
Entering Unmasked Estep 
Score: -24131550.000000 Penalty: 6073.264648
	Iteration 64Q: 3 clusters Score -2.413155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 204827 members 
Entering Unmasked Estep 
Score: -24131570.000000 Penalty: 6073.264648
	Iteration 65Q: 3 clusters Score -2.413157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 204830 members 
Entering Unmasked Estep 
Score: -24131570.000000 Penalty: 6073.264648
	Iteration 66Q: 3 clusters Score -2.413157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 204833 members 
Entering Unmasked Estep 
Score: -24131558.000000 Penalty: 6073.264648
	Iteration 67Q: 3 clusters Score -2.413156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 204834 members 
Entering Unmasked Estep 
Score: -24131566.000000 Penalty: 6073.264648
	Iteration 68Q: 3 clusters Score -2.413157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 204835 members 
Entering Unmasked Estep 
Score: -24131554.000000 Penalty: 6073.264648
	Iteration 69Q: 3 clusters Score -2.413155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 204838 members 
Entering Unmasked Estep 
Score: -24131578.000000 Penalty: 6073.264648
	Iteration 70Q: 3 clusters Score -2.413158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 204843 members 
Entering Unmasked Estep 
Score: -24131562.000000 Penalty: 6073.264648
	Iteration 71Q: 3 clusters Score -2.413156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 204845 members 
Entering Unmasked Estep 
Score: -24131560.000000 Penalty: 6073.264648
	Iteration 72Q: 3 clusters Score -2.413156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 204848 members 
Entering Unmasked Estep 
Score: -24131554.000000 Penalty: 6073.264648
	Iteration 73Q: 3 clusters Score -2.413155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 204851 members 
Entering Unmasked Estep 
Score: -24131558.000000 Penalty: 6073.264648
	Iteration 74Q: 3 clusters Score -2.413156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 204855 members 
Entering Unmasked Estep 
Score: -24131552.000000 Penalty: 6073.264648
	Iteration 75Q: 3 clusters Score -2.413155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 204859 members 
Entering Unmasked Estep 
Score: -24131538.000000 Penalty: 6073.264648
	Iteration 76Q: 3 clusters Score -2.413154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 204863 members 
Entering Unmasked Estep 
Score: -24131560.000000 Penalty: 6073.264648
	Iteration 77Q: 3 clusters Score -2.413156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 204868 members 
Entering Unmasked Estep 
Score: -24131550.000000 Penalty: 6073.264648
	Iteration 78Q: 3 clusters Score -2.413155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 204875 members 
Entering Unmasked Estep 
Score: -24131552.000000 Penalty: 6073.264648
	Iteration 79Q: 3 clusters Score -2.413155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 204882 members 
Entering Unmasked Estep 
Score: -24131550.000000 Penalty: 6073.264648
	Iteration 80F: 3 clusters Score -2.413155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 204886 members 
Entering Unmasked Estep 
Score: -24131538.000000 Penalty: 6073.264648
	Iteration 81Q: 3 clusters Score -2.413154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 204890 members 
Entering Unmasked Estep 
Score: -24131548.000000 Penalty: 6073.264648
	Iteration 82Q: 3 clusters Score -2.413155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 204893 members 
Entering Unmasked Estep 
Score: -24131546.000000 Penalty: 6073.264648
	Iteration 83Q: 3 clusters Score -2.413155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 204896 members 
Entering Unmasked Estep 
Score: -24131540.000000 Penalty: 6073.264648
	Iteration 84Q: 3 clusters Score -2.413154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 204899 members 
Entering Unmasked Estep 
Score: -24131538.000000 Penalty: 6073.264648
	Iteration 85Q: 3 clusters Score -2.413154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 204904 members 
Entering Unmasked Estep 
Score: -24131552.000000 Penalty: 6073.264648
	Iteration 86Q: 3 clusters Score -2.413155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 204907 members 
Entering Unmasked Estep 
Score: -24131546.000000 Penalty: 6073.264648
	Iteration 87Q: 3 clusters Score -2.413155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 204910 members 
Entering Unmasked Estep 
Score: -24131540.000000 Penalty: 6073.264648
	Iteration 88Q: 3 clusters Score -2.413154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 204912 members 
Entering Unmasked Estep 
Score: -24131542.000000 Penalty: 6073.264648
	Iteration 89Q: 3 clusters Score -2.413154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 204913 members 
Entering Unmasked Estep 
Score: -24131548.000000 Penalty: 6073.264648
	Iteration 90Q: 3 clusters Score -2.413155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 204913 members 
Entering Unmasked Estep 
Score: -24131548.000000 Penalty: 6073.264648
	Iteration 91F: 3 clusters Score -2.413155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Entering Unmasked Estep 
Score: -2408798.250000 Penalty: 2462.768799
	Iteration 0F: 2 clusters Score -2408798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2394432.750000 Penalty: 4925.537598
	Iteration 0F: 3 clusters Score -2394433 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2399495.750000 Penalty: 4925.537598
	Iteration 1F: 3 clusters Score -2399496 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2400163.250000 Penalty: 4925.537598
	Iteration 2F: 3 clusters Score -2400163 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2400870.750000 Penalty: 4925.537598
	Iteration 3F: 3 clusters Score -2400871 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2401683.500000 Penalty: 4925.537598
	Iteration 4F: 3 clusters Score -2401684 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2402584.250000 Penalty: 4925.537598
	Iteration 5F: 3 clusters Score -2402584 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2403537.750000 Penalty: 4925.537598
	Iteration 6F: 3 clusters Score -2403538 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2404411.750000 Penalty: 4925.537598
	Iteration 7F: 3 clusters Score -2404412 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2405151.750000 Penalty: 4925.537598
	Iteration 8F: 3 clusters Score -2405152 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2405664.500000 Penalty: 4925.537598
	Iteration 9Q: 3 clusters Score -2405664 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2405965.500000 Penalty: 4925.537598
	Iteration 10Q: 3 clusters Score -2405966 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2406146.250000 Penalty: 4925.537598
	Iteration 11Q: 3 clusters Score -2406146 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2406294.250000 Penalty: 4925.537598
	Iteration 12Q: 3 clusters Score -2406294 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2406397.750000 Penalty: 4925.537598
	Iteration 13Q: 3 clusters Score -2406398 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2406476.250000 Penalty: 4925.537598
	Iteration 14Q: 3 clusters Score -2406476 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2406536.250000 Penalty: 4925.537598
	Iteration 15Q: 3 clusters Score -2406536 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2406607.250000 Penalty: 4925.537598
	Iteration 16Q: 3 clusters Score -2406607 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2406661.500000 Penalty: 4925.537598
	Iteration 17Q: 3 clusters Score -2406662 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2406694.000000 Penalty: 4925.537598
	Iteration 18Q: 3 clusters Score -2406694 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2406722.250000 Penalty: 4925.537598
	Iteration 19Q: 3 clusters Score -2406722 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2406739.500000 Penalty: 4925.537598
	Iteration 20F: 3 clusters Score -2406740 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2406754.000000 Penalty: 4925.537598
	Iteration 21Q: 3 clusters Score -2406754 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2406772.500000 Penalty: 4925.537598
	Iteration 22Q: 3 clusters Score -2406772 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2406809.250000 Penalty: 4925.537598
	Iteration 23Q: 3 clusters Score -2406809 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2406843.000000 Penalty: 4925.537598
	Iteration 24Q: 3 clusters Score -2406843 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2406866.750000 Penalty: 4925.537598
	Iteration 25Q: 3 clusters Score -2406867 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2406885.750000 Penalty: 4925.537598
	Iteration 26Q: 3 clusters Score -2406886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2406908.500000 Penalty: 4925.537598
	Iteration 27Q: 3 clusters Score -2406908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2406931.000000 Penalty: 4925.537598
	Iteration 28Q: 3 clusters Score -2406931 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2406946.500000 Penalty: 4925.537598
	Iteration 29Q: 3 clusters Score -2406946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2406963.250000 Penalty: 4925.537598
	Iteration 30Q: 3 clusters Score -2406963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2406970.750000 Penalty: 4925.537598
	Iteration 31Q: 3 clusters Score -2406971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2406984.250000 Penalty: 4925.537598
	Iteration 32Q: 3 clusters Score -2406984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2406999.000000 Penalty: 4925.537598
	Iteration 33Q: 3 clusters Score -2406999 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2407005.500000 Penalty: 4925.537598
	Iteration 34Q: 3 clusters Score -2407006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2407025.000000 Penalty: 4925.537598
	Iteration 35Q: 3 clusters Score -2407025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2407051.500000 Penalty: 4925.537598
	Iteration 36Q: 3 clusters Score -2407052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2407057.000000 Penalty: 4925.537598
	Iteration 37Q: 3 clusters Score -2407057 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2407069.750000 Penalty: 4925.537598
	Iteration 38Q: 3 clusters Score -2407070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2407086.750000 Penalty: 4925.537598
	Iteration 39Q: 3 clusters Score -2407087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2407100.750000 Penalty: 4925.537598
	Iteration 40F: 3 clusters Score -2407101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2407114.000000 Penalty: 4925.537598
	Iteration 41Q: 3 clusters Score -2407114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2407120.000000 Penalty: 4925.537598
	Iteration 42Q: 3 clusters Score -2407120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2407120.500000 Penalty: 4925.537598
	Iteration 43Q: 3 clusters Score -2407120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2407130.000000 Penalty: 4925.537598
	Iteration 44Q: 3 clusters Score -2407130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2407141.500000 Penalty: 4925.537598
	Iteration 45Q: 3 clusters Score -2407142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2407138.250000 Penalty: 4925.537598
	Iteration 46Q: 3 clusters Score -2407138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2407141.750000 Penalty: 4925.537598
	Iteration 47Q: 3 clusters Score -2407142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2407149.750000 Penalty: 4925.537598
	Iteration 48Q: 3 clusters Score -2407150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2407150.000000 Penalty: 4925.537598
	Iteration 49Q: 3 clusters Score -2407150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2407152.500000 Penalty: 4925.537598
	Iteration 50Q: 3 clusters Score -2407152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2407149.750000 Penalty: 4925.537598
	Iteration 51Q: 3 clusters Score -2407150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2407156.750000 Penalty: 4925.537598
	Iteration 52Q: 3 clusters Score -2407157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2407156.000000 Penalty: 4925.537598
	Iteration 53Q: 3 clusters Score -2407156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2407162.750000 Penalty: 4925.537598
	Iteration 54Q: 3 clusters Score -2407163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2407157.250000 Penalty: 4925.537598
	Iteration 55Q: 3 clusters Score -2407157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2407164.250000 Penalty: 4925.537598
	Iteration 56Q: 3 clusters Score -2407164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2407165.000000 Penalty: 4925.537598
	Iteration 57Q: 3 clusters Score -2407165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2407170.750000 Penalty: 4925.537598
	Iteration 58Q: 3 clusters Score -2407171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2407167.000000 Penalty: 4925.537598
	Iteration 59Q: 3 clusters Score -2407167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2407171.250000 Penalty: 4925.537598
	Iteration 60F: 3 clusters Score -2407171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2407167.000000 Penalty: 4925.537598
	Iteration 61Q: 3 clusters Score -2407167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2407168.000000 Penalty: 4925.537598
	Iteration 62Q: 3 clusters Score -2407168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2407172.000000 Penalty: 4925.537598
	Iteration 63Q: 3 clusters Score -2407172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2407170.250000 Penalty: 4925.537598
	Iteration 64Q: 3 clusters Score -2407170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2407173.750000 Penalty: 4925.537598
	Iteration 65Q: 3 clusters Score -2407174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2407175.750000 Penalty: 4925.537598
	Iteration 66Q: 3 clusters Score -2407176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2407169.250000 Penalty: 4925.537598
	Iteration 67Q: 3 clusters Score -2407169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2407180.250000 Penalty: 4925.537598
	Iteration 68Q: 3 clusters Score -2407180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2407175.000000 Penalty: 4925.537598
	Iteration 69Q: 3 clusters Score -2407175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2407176.000000 Penalty: 4925.537598
	Iteration 70Q: 3 clusters Score -2407176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2407184.500000 Penalty: 4925.537598
	Iteration 71Q: 3 clusters Score -2407184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2407184.500000 Penalty: 4925.537598
	Iteration 72Q: 3 clusters Score -2407184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2407189.250000 Penalty: 4925.537598
	Iteration 73Q: 3 clusters Score -2407189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2407195.250000 Penalty: 4925.537598
	Iteration 74Q: 3 clusters Score -2407195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2407198.500000 Penalty: 4925.537598
	Iteration 75Q: 3 clusters Score -2407198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2407198.000000 Penalty: 4925.537598
	Iteration 76Q: 3 clusters Score -2407198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2407197.500000 Penalty: 4925.537598
	Iteration 77Q: 3 clusters Score -2407198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2407197.500000 Penalty: 4925.537598
	Iteration 78F: 3 clusters Score -2407198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (204023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204023 members 
Entering Unmasked Estep 
Score: -23658380.000000 Penalty: 3032.045166
	Iteration 0F: 2 clusters Score -2.365838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102033 members 
Mstep: Class 2 contains 101990 members 
Entering Unmasked Estep 
Score: -23526904.000000 Penalty: 6064.090332
	Iteration 0F: 3 clusters Score -2.35269e+07 nChanged 98338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 102582 members 
Entering Unmasked Estep 
Score: -23585584.000000 Penalty: 6064.090332
	Iteration 1F: 3 clusters Score -2.358558e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101104 members 
Mstep: Class 2 contains 102919 members 
Entering Unmasked Estep 
Score: -23587992.000000 Penalty: 6064.090332
	Iteration 2Q: 3 clusters Score -2.358799e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100470 members 
Mstep: Class 2 contains 103553 members 
Entering Unmasked Estep 
Score: -23591240.000000 Penalty: 6064.090332
	Iteration 3Q: 3 clusters Score -2.359124e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99145 members 
Mstep: Class 2 contains 104878 members 
Entering Unmasked Estep 
Score: -23595760.000000 Penalty: 6064.090332
	Iteration 4Q: 3 clusters Score -2.359576e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 107361 members 
Entering Unmasked Estep 
Score: -23601644.000000 Penalty: 6064.090332
	Iteration 5F: 3 clusters Score -2.360164e+07 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 111359 members 
Entering Unmasked Estep 
Score: -23609526.000000 Penalty: 6064.090332
	Iteration 6F: 3 clusters Score -2.360953e+07 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 116768 members 
Entering Unmasked Estep 
Score: -23619290.000000 Penalty: 6064.090332
	Iteration 7F: 3 clusters Score -2.361929e+07 nChanged 13830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 122500 members 
Entering Unmasked Estep 
Score: -23629672.000000 Penalty: 6064.090332
	Iteration 8F: 3 clusters Score -2.362967e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 127049 members 
Entering Unmasked Estep 
Score: -23637498.000000 Penalty: 6064.090332
	Iteration 9F: 3 clusters Score -2.36375e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 130506 members 
Entering Unmasked Estep 
Score: -23641330.000000 Penalty: 6064.090332
	Iteration 10Q: 3 clusters Score -2.364133e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 133502 members 
Entering Unmasked Estep 
Score: -23643088.000000 Penalty: 6064.090332
	Iteration 11Q: 3 clusters Score -2.364309e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67550 members 
Mstep: Class 2 contains 136473 members 
Entering Unmasked Estep 
Score: -23644456.000000 Penalty: 6064.090332
	Iteration 12Q: 3 clusters Score -2.364446e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 139362 members 
Entering Unmasked Estep 
Score: -23645728.000000 Penalty: 6064.090332
	Iteration 13Q: 3 clusters Score -2.364573e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 142226 members 
Entering Unmasked Estep 
Score: -23646980.000000 Penalty: 6064.090332
	Iteration 14Q: 3 clusters Score -2.364698e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 144944 members 
Entering Unmasked Estep 
Score: -23648342.000000 Penalty: 6064.090332
	Iteration 15Q: 3 clusters Score -2.364834e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 147553 members 
Entering Unmasked Estep 
Score: -23649474.000000 Penalty: 6064.090332
	Iteration 16Q: 3 clusters Score -2.364947e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 149933 members 
Entering Unmasked Estep 
Score: -23650532.000000 Penalty: 6064.090332
	Iteration 17Q: 3 clusters Score -2.365053e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 152142 members 
Entering Unmasked Estep 
Score: -23651318.000000 Penalty: 6064.090332
	Iteration 18Q: 3 clusters Score -2.365132e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 154171 members 
Entering Unmasked Estep 
Score: -23651930.000000 Penalty: 6064.090332
	Iteration 19Q: 3 clusters Score -2.365193e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 156122 members 
Entering Unmasked Estep 
Score: -23652550.000000 Penalty: 6064.090332
	Iteration 20F: 3 clusters Score -2.365255e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 157873 members 
Entering Unmasked Estep 
Score: -23652788.000000 Penalty: 6064.090332
	Iteration 21Q: 3 clusters Score -2.365279e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 159506 members 
Entering Unmasked Estep 
Score: -23653170.000000 Penalty: 6064.090332
	Iteration 22Q: 3 clusters Score -2.365317e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 161107 members 
Entering Unmasked Estep 
Score: -23653406.000000 Penalty: 6064.090332
	Iteration 23Q: 3 clusters Score -2.365341e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 162704 members 
Entering Unmasked Estep 
Score: -23653696.000000 Penalty: 6064.090332
	Iteration 24Q: 3 clusters Score -2.36537e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 164290 members 
Entering Unmasked Estep 
Score: -23653986.000000 Penalty: 6064.090332
	Iteration 25Q: 3 clusters Score -2.365399e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 165927 members 
Entering Unmasked Estep 
Score: -23654358.000000 Penalty: 6064.090332
	Iteration 26Q: 3 clusters Score -2.365436e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 167624 members 
Entering Unmasked Estep 
Score: -23654658.000000 Penalty: 6064.090332
	Iteration 27Q: 3 clusters Score -2.365466e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 169225 members 
Entering Unmasked Estep 
Score: -23655076.000000 Penalty: 6064.090332
	Iteration 28Q: 3 clusters Score -2.365508e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 170839 members 
Entering Unmasked Estep 
Score: -23655472.000000 Penalty: 6064.090332
	Iteration 29Q: 3 clusters Score -2.365547e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 172396 members 
Entering Unmasked Estep 
Score: -23655592.000000 Penalty: 6064.090332
	Iteration 30Q: 3 clusters Score -2.365559e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 173896 members 
Entering Unmasked Estep 
Score: -23655784.000000 Penalty: 6064.090332
	Iteration 31Q: 3 clusters Score -2.365578e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 175398 members 
Entering Unmasked Estep 
Score: -23655868.000000 Penalty: 6064.090332
	Iteration 32Q: 3 clusters Score -2.365587e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 176921 members 
Entering Unmasked Estep 
Score: -23656030.000000 Penalty: 6064.090332
	Iteration 33Q: 3 clusters Score -2.365603e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 178442 members 
Entering Unmasked Estep 
Score: -23656258.000000 Penalty: 6064.090332
	Iteration 34Q: 3 clusters Score -2.365626e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 179910 members 
Entering Unmasked Estep 
Score: -23656522.000000 Penalty: 6064.090332
	Iteration 35Q: 3 clusters Score -2.365652e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 181314 members 
Entering Unmasked Estep 
Score: -23656608.000000 Penalty: 6064.090332
	Iteration 36Q: 3 clusters Score -2.365661e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 182652 members 
Entering Unmasked Estep 
Score: -23656806.000000 Penalty: 6064.090332
	Iteration 37Q: 3 clusters Score -2.365681e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 183966 members 
Entering Unmasked Estep 
Score: -23656804.000000 Penalty: 6064.090332
	Iteration 38Q: 3 clusters Score -2.36568e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 185166 members 
Entering Unmasked Estep 
Score: -23656814.000000 Penalty: 6064.090332
	Iteration 39Q: 3 clusters Score -2.365681e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 186300 members 
Entering Unmasked Estep 
Score: -23656794.000000 Penalty: 6064.090332
	Iteration 40F: 3 clusters Score -2.365679e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 187415 members 
Entering Unmasked Estep 
Score: -23656916.000000 Penalty: 6064.090332
	Iteration 41Q: 3 clusters Score -2.365692e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 188461 members 
Entering Unmasked Estep 
Score: -23656914.000000 Penalty: 6064.090332
	Iteration 42Q: 3 clusters Score -2.365691e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 189440 members 
Entering Unmasked Estep 
Score: -23656868.000000 Penalty: 6064.090332
	Iteration 43Q: 3 clusters Score -2.365687e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 190369 members 
Entering Unmasked Estep 
Score: -23656844.000000 Penalty: 6064.090332
	Iteration 44Q: 3 clusters Score -2.365684e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 191180 members 
Entering Unmasked Estep 
Score: -23656828.000000 Penalty: 6064.090332
	Iteration 45Q: 3 clusters Score -2.365683e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 191898 members 
Entering Unmasked Estep 
Score: -23656902.000000 Penalty: 6064.090332
	Iteration 46Q: 3 clusters Score -2.36569e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 192554 members 
Entering Unmasked Estep 
Score: -23656892.000000 Penalty: 6064.090332
	Iteration 47Q: 3 clusters Score -2.365689e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 193208 members 
Entering Unmasked Estep 
Score: -23656862.000000 Penalty: 6064.090332
	Iteration 48Q: 3 clusters Score -2.365686e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 193793 members 
Entering Unmasked Estep 
Score: -23656956.000000 Penalty: 6064.090332
	Iteration 49Q: 3 clusters Score -2.365696e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 194364 members 
Entering Unmasked Estep 
Score: -23657092.000000 Penalty: 6064.090332
	Iteration 50Q: 3 clusters Score -2.365709e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 194925 members 
Entering Unmasked Estep 
Score: -23657120.000000 Penalty: 6064.090332
	Iteration 51Q: 3 clusters Score -2.365712e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 195427 members 
Entering Unmasked Estep 
Score: -23657158.000000 Penalty: 6064.090332
	Iteration 52Q: 3 clusters Score -2.365716e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 195872 members 
Entering Unmasked Estep 
Score: -23657222.000000 Penalty: 6064.090332
	Iteration 53Q: 3 clusters Score -2.365722e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 196273 members 
Entering Unmasked Estep 
Score: -23657368.000000 Penalty: 6064.090332
	Iteration 54Q: 3 clusters Score -2.365737e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 196678 members 
Entering Unmasked Estep 
Score: -23657514.000000 Penalty: 6064.090332
	Iteration 55Q: 3 clusters Score -2.365751e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 197018 members 
Entering Unmasked Estep 
Score: -23657542.000000 Penalty: 6064.090332
	Iteration 56Q: 3 clusters Score -2.365754e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 197333 members 
Entering Unmasked Estep 
Score: -23657602.000000 Penalty: 6064.090332
	Iteration 57Q: 3 clusters Score -2.36576e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 197629 members 
Entering Unmasked Estep 
Score: -23657638.000000 Penalty: 6064.090332
	Iteration 58Q: 3 clusters Score -2.365764e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 197888 members 
Entering Unmasked Estep 
Score: -23657610.000000 Penalty: 6064.090332
	Iteration 59Q: 3 clusters Score -2.365761e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 198095 members 
Entering Unmasked Estep 
Score: -23657640.000000 Penalty: 6064.090332
	Iteration 60F: 3 clusters Score -2.365764e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 198292 members 
Entering Unmasked Estep 
Score: -23657658.000000 Penalty: 6064.090332
	Iteration 61Q: 3 clusters Score -2.365766e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 198469 members 
Entering Unmasked Estep 
Score: -23657712.000000 Penalty: 6064.090332
	Iteration 62Q: 3 clusters Score -2.365771e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 198647 members 
Entering Unmasked Estep 
Score: -23657744.000000 Penalty: 6064.090332
	Iteration 63Q: 3 clusters Score -2.365774e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 198801 members 
Entering Unmasked Estep 
Score: -23657760.000000 Penalty: 6064.090332
	Iteration 64Q: 3 clusters Score -2.365776e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 198913 members 
Entering Unmasked Estep 
Score: -23657744.000000 Penalty: 6064.090332
	Iteration 65Q: 3 clusters Score -2.365774e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 199029 members 
Entering Unmasked Estep 
Score: -23657776.000000 Penalty: 6064.090332
	Iteration 66Q: 3 clusters Score -2.365778e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 199131 members 
Entering Unmasked Estep 
Score: -23657834.000000 Penalty: 6064.090332
	Iteration 67Q: 3 clusters Score -2.365783e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 199222 members 
Entering Unmasked Estep 
Score: -23657830.000000 Penalty: 6064.090332
	Iteration 68Q: 3 clusters Score -2.365783e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 199323 members 
Entering Unmasked Estep 
Score: -23657806.000000 Penalty: 6064.090332
	Iteration 69Q: 3 clusters Score -2.365781e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 199407 members 
Entering Unmasked Estep 
Score: -23657800.000000 Penalty: 6064.090332
	Iteration 70Q: 3 clusters Score -2.36578e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 199485 members 
Entering Unmasked Estep 
Score: -23657828.000000 Penalty: 6064.090332
	Iteration 71Q: 3 clusters Score -2.365783e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 199562 members 
Entering Unmasked Estep 
Score: -23657902.000000 Penalty: 6064.090332
	Iteration 72Q: 3 clusters Score -2.36579e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 199632 members 
Entering Unmasked Estep 
Score: -23657874.000000 Penalty: 6064.090332
	Iteration 73Q: 3 clusters Score -2.365787e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 199689 members 
Entering Unmasked Estep 
Score: -23657872.000000 Penalty: 6064.090332
	Iteration 74Q: 3 clusters Score -2.365787e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 199748 members 
Entering Unmasked Estep 
Score: -23657908.000000 Penalty: 6064.090332
	Iteration 75Q: 3 clusters Score -2.365791e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 199796 members 
Entering Unmasked Estep 
Score: -23657882.000000 Penalty: 6064.090332
	Iteration 76Q: 3 clusters Score -2.365788e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 199847 members 
Entering Unmasked Estep 
Score: -23657880.000000 Penalty: 6064.090332
	Iteration 77Q: 3 clusters Score -2.365788e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 199885 members 
Entering Unmasked Estep 
Score: -23657864.000000 Penalty: 6064.090332
	Iteration 78Q: 3 clusters Score -2.365786e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 199922 members 
Entering Unmasked Estep 
Score: -23657904.000000 Penalty: 6064.090332
	Iteration 79Q: 3 clusters Score -2.36579e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 199965 members 
Entering Unmasked Estep 
Score: -23657884.000000 Penalty: 6064.090332
	Iteration 80F: 3 clusters Score -2.365788e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 200007 members 
Entering Unmasked Estep 
Score: -23657894.000000 Penalty: 6064.090332
	Iteration 81Q: 3 clusters Score -2.365789e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 200045 members 
Entering Unmasked Estep 
Score: -23657882.000000 Penalty: 6064.090332
	Iteration 82Q: 3 clusters Score -2.365788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 200071 members 
Entering Unmasked Estep 
Score: -23657892.000000 Penalty: 6064.090332
	Iteration 83Q: 3 clusters Score -2.365789e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 200099 members 
Entering Unmasked Estep 
Score: -23657902.000000 Penalty: 6064.090332
	Iteration 84Q: 3 clusters Score -2.36579e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 200133 members 
Entering Unmasked Estep 
Score: -23657900.000000 Penalty: 6064.090332
	Iteration 85Q: 3 clusters Score -2.36579e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 200165 members 
Entering Unmasked Estep 
Score: -23657882.000000 Penalty: 6064.090332
	Iteration 86Q: 3 clusters Score -2.365788e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 200195 members 
Entering Unmasked Estep 
Score: -23657850.000000 Penalty: 6064.090332
	Iteration 87Q: 3 clusters Score -2.365785e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 200209 members 
Entering Unmasked Estep 
Score: -23657838.000000 Penalty: 6064.090332
	Iteration 88Q: 3 clusters Score -2.365784e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 200225 members 
Entering Unmasked Estep 
Score: -23657856.000000 Penalty: 6064.090332
	Iteration 89Q: 3 clusters Score -2.365786e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 200250 members 
Entering Unmasked Estep 
Score: -23657846.000000 Penalty: 6064.090332
	Iteration 90Q: 3 clusters Score -2.365785e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 200270 members 
Entering Unmasked Estep 
Score: -23657830.000000 Penalty: 6064.090332
	Iteration 91Q: 3 clusters Score -2.365783e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 200290 members 
Entering Unmasked Estep 
Score: -23657832.000000 Penalty: 6064.090332
	Iteration 92Q: 3 clusters Score -2.365783e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 200315 members 
Entering Unmasked Estep 
Score: -23657846.000000 Penalty: 6064.090332
	Iteration 93Q: 3 clusters Score -2.365785e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 200348 members 
Entering Unmasked Estep 
Score: -23657866.000000 Penalty: 6064.090332
	Iteration 94Q: 3 clusters Score -2.365787e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 200380 members 
Entering Unmasked Estep 
Score: -23657854.000000 Penalty: 6064.090332
	Iteration 95Q: 3 clusters Score -2.365785e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 200406 members 
Entering Unmasked Estep 
Score: -23657832.000000 Penalty: 6064.090332
	Iteration 96Q: 3 clusters Score -2.365783e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 200429 members 
Entering Unmasked Estep 
Score: -23657848.000000 Penalty: 6064.090332
	Iteration 97Q: 3 clusters Score -2.365785e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 200449 members 
Entering Unmasked Estep 
Score: -23657886.000000 Penalty: 6064.090332
	Iteration 98Q: 3 clusters Score -2.365789e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 200477 members 
Entering Unmasked Estep 
Score: -23657888.000000 Penalty: 6064.090332
	Iteration 99Q: 3 clusters Score -2.365789e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 200507 members 
Entering Unmasked Estep 
Score: -23657872.000000 Penalty: 6064.090332
	Iteration 100F: 3 clusters Score -2.365787e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 200531 members 
Entering Unmasked Estep 
Score: -23657886.000000 Penalty: 6064.090332
	Iteration 101Q: 3 clusters Score -2.365789e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 200565 members 
Entering Unmasked Estep 
Score: -23657874.000000 Penalty: 6064.090332
	Iteration 102Q: 3 clusters Score -2.365787e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 200592 members 
Entering Unmasked Estep 
Score: -23657872.000000 Penalty: 6064.090332
	Iteration 103Q: 3 clusters Score -2.365787e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 200618 members 
Entering Unmasked Estep 
Score: -23657878.000000 Penalty: 6064.090332
	Iteration 104Q: 3 clusters Score -2.365788e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 200630 members 
Entering Unmasked Estep 
Score: -23657874.000000 Penalty: 6064.090332
	Iteration 105Q: 3 clusters Score -2.365787e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 200636 members 
Entering Unmasked Estep 
Score: -23657898.000000 Penalty: 6064.090332
	Iteration 106Q: 3 clusters Score -2.36579e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 200641 members 
Entering Unmasked Estep 
Score: -23657896.000000 Penalty: 6064.090332
	Iteration 107Q: 3 clusters Score -2.36579e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 200643 members 
Entering Unmasked Estep 
Score: -23657874.000000 Penalty: 6064.090332
	Iteration 108Q: 3 clusters Score -2.365787e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 200644 members 
Entering Unmasked Estep 
Score: -23657884.000000 Penalty: 6064.090332
	Iteration 109Q: 3 clusters Score -2.365788e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 200653 members 
Entering Unmasked Estep 
Score: -23657902.000000 Penalty: 6064.090332
	Iteration 110Q: 3 clusters Score -2.36579e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 200675 members 
Entering Unmasked Estep 
Score: -23657910.000000 Penalty: 6064.090332
	Iteration 111Q: 3 clusters Score -2.365791e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 200696 members 
Entering Unmasked Estep 
Score: -23657904.000000 Penalty: 6064.090332
	Iteration 112Q: 3 clusters Score -2.36579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 200712 members 
Entering Unmasked Estep 
Score: -23657892.000000 Penalty: 6064.090332
	Iteration 113Q: 3 clusters Score -2.365789e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 200727 members 
Entering Unmasked Estep 
Score: -23657880.000000 Penalty: 6064.090332
	Iteration 114Q: 3 clusters Score -2.365788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 200738 members 
Entering Unmasked Estep 
Score: -23657874.000000 Penalty: 6064.090332
	Iteration 115Q: 3 clusters Score -2.365787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 200742 members 
Entering Unmasked Estep 
Score: -23657874.000000 Penalty: 6064.090332
	Iteration 116Q: 3 clusters Score -2.365787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 200744 members 
Entering Unmasked Estep 
Score: -23657868.000000 Penalty: 6064.090332
	Iteration 117Q: 3 clusters Score -2.365787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 200747 members 
Entering Unmasked Estep 
Score: -23657868.000000 Penalty: 6064.090332
	Iteration 118Q: 3 clusters Score -2.365787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 200751 members 
Entering Unmasked Estep 
Score: -23657882.000000 Penalty: 6064.090332
	Iteration 119Q: 3 clusters Score -2.365788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 200756 members 
Entering Unmasked Estep 
Score: -23657884.000000 Penalty: 6064.090332
	Iteration 120F: 3 clusters Score -2.365788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 200759 members 
Entering Unmasked Estep 
Score: -23657878.000000 Penalty: 6064.090332
	Iteration 121Q: 3 clusters Score -2.365788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 200764 members 
Entering Unmasked Estep 
Score: -23657858.000000 Penalty: 6064.090332
	Iteration 122Q: 3 clusters Score -2.365786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 200770 members 
Entering Unmasked Estep 
Score: -23657856.000000 Penalty: 6064.090332
	Iteration 123Q: 3 clusters Score -2.365786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 200776 members 
Entering Unmasked Estep 
Score: -23657858.000000 Penalty: 6064.090332
	Iteration 124Q: 3 clusters Score -2.365786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 200777 members 
Entering Unmasked Estep 
Score: -23657860.000000 Penalty: 6064.090332
	Iteration 125Q: 3 clusters Score -2.365786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 200778 members 
Entering Unmasked Estep 
Score: -23657854.000000 Penalty: 6064.090332
	Iteration 126Q: 3 clusters Score -2.365785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 200779 members 
Entering Unmasked Estep 
Score: -23657852.000000 Penalty: 6064.090332
	Iteration 127Q: 3 clusters Score -2.365785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 200778 members 
Entering Unmasked Estep 
Score: -23657852.000000 Penalty: 6064.090332
	Iteration 128Q: 3 clusters Score -2.365785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 200778 members 
Entering Unmasked Estep 
Score: -23657852.000000 Penalty: 6064.090332
	Iteration 129F: 3 clusters Score -2.365785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -415912.312500 Penalty: 2039.393066
	Iteration 0F: 2 clusters Score -415912.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -412152.968750 Penalty: 4078.786133
	Iteration 0F: 3 clusters Score -412153 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -412946.218750 Penalty: 4078.786133
	Iteration 1F: 3 clusters Score -412946.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -413117.531250 Penalty: 4078.786133
	Iteration 2F: 3 clusters Score -413117.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -413225.093750 Penalty: 4078.786133
	Iteration 3Q: 3 clusters Score -413225.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -413288.062500 Penalty: 4078.786133
	Iteration 4Q: 3 clusters Score -413288.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -413329.437500 Penalty: 4078.786133
	Iteration 5Q: 3 clusters Score -413329.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -413357.406250 Penalty: 4078.786133
	Iteration 6Q: 3 clusters Score -413357.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -413377.437500 Penalty: 4078.786133
	Iteration 7Q: 3 clusters Score -413377.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -413390.406250 Penalty: 4078.786133
	Iteration 8Q: 3 clusters Score -413390.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -413410.843750 Penalty: 4078.786133
	Iteration 9Q: 3 clusters Score -413410.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -413438.906250 Penalty: 4078.786133
	Iteration 10Q: 3 clusters Score -413438.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -413489.375000 Penalty: 4078.786133
	Iteration 11Q: 3 clusters Score -413489.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -413541.687500 Penalty: 4078.786133
	Iteration 12Q: 3 clusters Score -413541.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -413597.125000 Penalty: 4078.786133
	Iteration 13Q: 3 clusters Score -413597.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -413646.406250 Penalty: 4078.786133
	Iteration 14Q: 3 clusters Score -413646.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -413672.312500 Penalty: 4078.786133
	Iteration 15Q: 3 clusters Score -413672.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -413699.312500 Penalty: 4078.786133
	Iteration 16Q: 3 clusters Score -413699.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -413727.968750 Penalty: 4078.786133
	Iteration 17Q: 3 clusters Score -413728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -413763.375000 Penalty: 4078.786133
	Iteration 18Q: 3 clusters Score -413763.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -413797.031250 Penalty: 4078.786133
	Iteration 19Q: 3 clusters Score -413797 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -413825.500000 Penalty: 4078.786133
	Iteration 20F: 3 clusters Score -413825.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -413845.750000 Penalty: 4078.786133
	Iteration 21Q: 3 clusters Score -413845.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -413861.968750 Penalty: 4078.786133
	Iteration 22Q: 3 clusters Score -413862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -413874.500000 Penalty: 4078.786133
	Iteration 23Q: 3 clusters Score -413874.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -413893.187500 Penalty: 4078.786133
	Iteration 24Q: 3 clusters Score -413893.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -413913.375000 Penalty: 4078.786133
	Iteration 25Q: 3 clusters Score -413913.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -413931.968750 Penalty: 4078.786133
	Iteration 26Q: 3 clusters Score -413932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -413947.218750 Penalty: 4078.786133
	Iteration 27Q: 3 clusters Score -413947.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -413966.343750 Penalty: 4078.786133
	Iteration 28Q: 3 clusters Score -413966.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -413984.468750 Penalty: 4078.786133
	Iteration 29Q: 3 clusters Score -413984.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -414003.812500 Penalty: 4078.786133
	Iteration 30Q: 3 clusters Score -414003.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -414022.375000 Penalty: 4078.786133
	Iteration 31Q: 3 clusters Score -414022.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -414043.937500 Penalty: 4078.786133
	Iteration 32Q: 3 clusters Score -414043.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -414067.468750 Penalty: 4078.786133
	Iteration 33Q: 3 clusters Score -414067.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -414095.593750 Penalty: 4078.786133
	Iteration 34Q: 3 clusters Score -414095.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -414117.062500 Penalty: 4078.786133
	Iteration 35Q: 3 clusters Score -414117.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -414133.718750 Penalty: 4078.786133
	Iteration 36Q: 3 clusters Score -414133.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -414155.375000 Penalty: 4078.786133
	Iteration 37Q: 3 clusters Score -414155.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -414177.625000 Penalty: 4078.786133
	Iteration 38Q: 3 clusters Score -414177.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -414193.937500 Penalty: 4078.786133
	Iteration 39Q: 3 clusters Score -414193.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -414207.843750 Penalty: 4078.786133
	Iteration 40F: 3 clusters Score -414207.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -414219.625000 Penalty: 4078.786133
	Iteration 41Q: 3 clusters Score -414219.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -414230.281250 Penalty: 4078.786133
	Iteration 42Q: 3 clusters Score -414230.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -414238.937500 Penalty: 4078.786133
	Iteration 43Q: 3 clusters Score -414238.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -414258.656250 Penalty: 4078.786133
	Iteration 44Q: 3 clusters Score -414258.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -414276.281250 Penalty: 4078.786133
	Iteration 45Q: 3 clusters Score -414276.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -414290.625000 Penalty: 4078.786133
	Iteration 46Q: 3 clusters Score -414290.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -414307.937500 Penalty: 4078.786133
	Iteration 47Q: 3 clusters Score -414307.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -414326.468750 Penalty: 4078.786133
	Iteration 48Q: 3 clusters Score -414326.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -414337.187500 Penalty: 4078.786133
	Iteration 49Q: 3 clusters Score -414337.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -414349.656250 Penalty: 4078.786133
	Iteration 50Q: 3 clusters Score -414349.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -414356.406250 Penalty: 4078.786133
	Iteration 51Q: 3 clusters Score -414356.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -414362.562500 Penalty: 4078.786133
	Iteration 52Q: 3 clusters Score -414362.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -414369.218750 Penalty: 4078.786133
	Iteration 53Q: 3 clusters Score -414369.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -414371.968750 Penalty: 4078.786133
	Iteration 54Q: 3 clusters Score -414372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -414375.375000 Penalty: 4078.786133
	Iteration 55Q: 3 clusters Score -414375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -414376.562500 Penalty: 4078.786133
	Iteration 56Q: 3 clusters Score -414376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -414380.625000 Penalty: 4078.786133
	Iteration 57Q: 3 clusters Score -414380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -414383.062500 Penalty: 4078.786133
	Iteration 58Q: 3 clusters Score -414383.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -414385.656250 Penalty: 4078.786133
	Iteration 59Q: 3 clusters Score -414385.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -414386.468750 Penalty: 4078.786133
	Iteration 60F: 3 clusters Score -414386.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -414388.343750 Penalty: 4078.786133
	Iteration 61Q: 3 clusters Score -414388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -414388.343750 Penalty: 4078.786133
	Iteration 62F: 3 clusters Score -414388.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -131749.875000 Penalty: 1772.008545
	Iteration 0F: 2 clusters Score -131749.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129697.210938 Penalty: 3544.017090
	Iteration 0F: 3 clusters Score -129697.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -130130.296875 Penalty: 3544.017090
	Iteration 1F: 3 clusters Score -130130.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -130343.117188 Penalty: 3544.017090
	Iteration 2F: 3 clusters Score -130343.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -130508.171875 Penalty: 3544.017090
	Iteration 3F: 3 clusters Score -130508.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -130698.835938 Penalty: 3544.017090
	Iteration 4F: 3 clusters Score -130698.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -130838.265625 Penalty: 3544.017090
	Iteration 5F: 3 clusters Score -130838.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -130949.429688 Penalty: 3544.017090
	Iteration 6Q: 3 clusters Score -130949.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -131002.679688 Penalty: 3544.017090
	Iteration 7Q: 3 clusters Score -131002.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -131030.296875 Penalty: 3544.017090
	Iteration 8Q: 3 clusters Score -131030.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -131052.101562 Penalty: 3544.017090
	Iteration 9Q: 3 clusters Score -131052.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -131091.437500 Penalty: 3544.017090
	Iteration 10Q: 3 clusters Score -131091.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -131107.125000 Penalty: 3544.017090
	Iteration 11Q: 3 clusters Score -131107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -131116.593750 Penalty: 3544.017090
	Iteration 12Q: 3 clusters Score -131116.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -131125.640625 Penalty: 3544.017090
	Iteration 13Q: 3 clusters Score -131125.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -131134.359375 Penalty: 3544.017090
	Iteration 14Q: 3 clusters Score -131134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -131137.390625 Penalty: 3544.017090
	Iteration 15Q: 3 clusters Score -131137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -131142.656250 Penalty: 3544.017090
	Iteration 16Q: 3 clusters Score -131142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -131145.906250 Penalty: 3544.017090
	Iteration 17Q: 3 clusters Score -131145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -131146.484375 Penalty: 3544.017090
	Iteration 18Q: 3 clusters Score -131146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -131147.812500 Penalty: 3544.017090
	Iteration 19Q: 3 clusters Score -131147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -131152.484375 Penalty: 3544.017090
	Iteration 20F: 3 clusters Score -131152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -131157.890625 Penalty: 3544.017090
	Iteration 21Q: 3 clusters Score -131157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -131160.531250 Penalty: 3544.017090
	Iteration 22Q: 3 clusters Score -131160.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -131161.890625 Penalty: 3544.017090
	Iteration 23Q: 3 clusters Score -131161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -131165.593750 Penalty: 3544.017090
	Iteration 24Q: 3 clusters Score -131165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -131167.234375 Penalty: 3544.017090
	Iteration 25Q: 3 clusters Score -131167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -131169.250000 Penalty: 3544.017090
	Iteration 26Q: 3 clusters Score -131169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -131170.953125 Penalty: 3544.017090
	Iteration 27Q: 3 clusters Score -131171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -131172.625000 Penalty: 3544.017090
	Iteration 28Q: 3 clusters Score -131172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -131175.296875 Penalty: 3544.017090
	Iteration 29Q: 3 clusters Score -131175.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -131176.343750 Penalty: 3544.017090
	Iteration 30Q: 3 clusters Score -131176.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -131176.343750 Penalty: 3544.017090
	Iteration 31F: 3 clusters Score -131176.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Entering Unmasked Estep 
Score: -3363868.250000 Penalty: 2548.024414
	Iteration 0F: 2 clusters Score -3363868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3344002.000000 Penalty: 5096.048828
	Iteration 0F: 3 clusters Score -3344002 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3351198.250000 Penalty: 5096.048828
	Iteration 1F: 3 clusters Score -3351198 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3351968.250000 Penalty: 5096.048828
	Iteration 2F: 3 clusters Score -3351968 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3352912.000000 Penalty: 5096.048828
	Iteration 3F: 3 clusters Score -3352912 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3353997.750000 Penalty: 5096.048828
	Iteration 4F: 3 clusters Score -3353998 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3355319.500000 Penalty: 5096.048828
	Iteration 5F: 3 clusters Score -3355320 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3356730.000000 Penalty: 5096.048828
	Iteration 6F: 3 clusters Score -3356730 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3358200.250000 Penalty: 5096.048828
	Iteration 7F: 3 clusters Score -3358200 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -3359557.750000 Penalty: 5096.048828
	Iteration 8F: 3 clusters Score -3359558 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3360652.250000 Penalty: 5096.048828
	Iteration 9Q: 3 clusters Score -3360652 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3361389.000000 Penalty: 5096.048828
	Iteration 10Q: 3 clusters Score -3361389 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3361838.750000 Penalty: 5096.048828
	Iteration 11Q: 3 clusters Score -3361839 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3362109.000000 Penalty: 5096.048828
	Iteration 12Q: 3 clusters Score -3362109 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3362291.750000 Penalty: 5096.048828
	Iteration 13Q: 3 clusters Score -3362292 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3362425.500000 Penalty: 5096.048828
	Iteration 14Q: 3 clusters Score -3362426 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3362510.000000 Penalty: 5096.048828
	Iteration 15Q: 3 clusters Score -3362510 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3362574.750000 Penalty: 5096.048828
	Iteration 16Q: 3 clusters Score -3362575 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3362621.750000 Penalty: 5096.048828
	Iteration 17Q: 3 clusters Score -3362622 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3362655.750000 Penalty: 5096.048828
	Iteration 18Q: 3 clusters Score -3362656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3362681.250000 Penalty: 5096.048828
	Iteration 19Q: 3 clusters Score -3362681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3362694.250000 Penalty: 5096.048828
	Iteration 20F: 3 clusters Score -3362694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3362707.500000 Penalty: 5096.048828
	Iteration 21Q: 3 clusters Score -3362708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3362713.500000 Penalty: 5096.048828
	Iteration 22Q: 3 clusters Score -3362714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3362713.250000 Penalty: 5096.048828
	Iteration 23Q: 3 clusters Score -3362713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3362717.750000 Penalty: 5096.048828
	Iteration 24Q: 3 clusters Score -3362718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3362718.000000 Penalty: 5096.048828
	Iteration 25Q: 3 clusters Score -3362718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3362719.750000 Penalty: 5096.048828
	Iteration 26Q: 3 clusters Score -3362720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3362720.750000 Penalty: 5096.048828
	Iteration 27Q: 3 clusters Score -3362721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3362721.500000 Penalty: 5096.048828
	Iteration 28Q: 3 clusters Score -3362722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3362721.500000 Penalty: 5096.048828
	Iteration 29F: 3 clusters Score -3362722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -20789.113281 Penalty: 1323.709473
	Iteration 0F: 2 clusters Score -20789.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19675.394531 Penalty: 2647.418945
	Iteration 0F: 3 clusters Score -19675.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19744.263672 Penalty: 2647.418945
	Iteration 1F: 3 clusters Score -19744.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19749.705078 Penalty: 2647.418945
	Iteration 2Q: 3 clusters Score -19749.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19754.009766 Penalty: 2647.418945
	Iteration 3Q: 3 clusters Score -19754.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19754.009766 Penalty: 2647.418945
	Iteration 4F: 3 clusters Score -19754.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (108274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108274 members 
Entering Unmasked Estep 
Score: -12724715.000000 Penalty: 2874.920410
	Iteration 0F: 2 clusters Score -1.272472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -12651977.000000 Penalty: 5749.840820
	Iteration 0F: 3 clusters Score -1.265198e+07 nChanged 51507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -12681539.000000 Penalty: 5749.840820
	Iteration 1F: 3 clusters Score -1.268154e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -12682307.000000 Penalty: 5749.840820
	Iteration 2Q: 3 clusters Score -1.268231e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -12683272.000000 Penalty: 5749.840820
	Iteration 3Q: 3 clusters Score -1.268327e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -12684548.000000 Penalty: 5749.840820
	Iteration 4Q: 3 clusters Score -1.268455e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -12686239.000000 Penalty: 5749.840820
	Iteration 5Q: 3 clusters Score -1.268624e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
Score: -12689136.000000 Penalty: 5749.840820
	Iteration 6F: 3 clusters Score -1.268914e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -12693437.000000 Penalty: 5749.840820
	Iteration 7F: 3 clusters Score -1.269344e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
Score: -12699053.000000 Penalty: 5749.840820
	Iteration 8F: 3 clusters Score -1.269905e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -12705798.000000 Penalty: 5749.840820
	Iteration 9F: 3 clusters Score -1.27058e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -12711787.000000 Penalty: 5749.840820
	Iteration 10F: 3 clusters Score -1.271179e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 101120 members 
Entering Unmasked Estep 
Score: -12716178.000000 Penalty: 5749.840820
	Iteration 11Q: 3 clusters Score -1.271618e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 104213 members 
Entering Unmasked Estep 
Score: -12718838.000000 Penalty: 5749.840820
	Iteration 12Q: 3 clusters Score -1.271884e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 106044 members 
Entering Unmasked Estep 
Score: -12720465.000000 Penalty: 5749.840820
	Iteration 13Q: 3 clusters Score -1.272046e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 107072 members 
Entering Unmasked Estep 
Score: -12721341.000000 Penalty: 5749.840820
	Iteration 14Q: 3 clusters Score -1.272134e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 107540 members 
Entering Unmasked Estep 
Score: -12721685.000000 Penalty: 5749.840820
	Iteration 15Q: 3 clusters Score -1.272168e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -12721907.000000 Penalty: 5749.840820
	Iteration 16Q: 3 clusters Score -1.272191e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 107860 members 
Entering Unmasked Estep 
Score: -12722015.000000 Penalty: 5749.840820
	Iteration 17Q: 3 clusters Score -1.272202e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 107911 members 
Entering Unmasked Estep 
Score: -12722076.000000 Penalty: 5749.840820
	Iteration 18Q: 3 clusters Score -1.272208e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 107943 members 
Entering Unmasked Estep 
Score: -12722107.000000 Penalty: 5749.840820
	Iteration 19Q: 3 clusters Score -1.272211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -12722137.000000 Penalty: 5749.840820
	Iteration 20F: 3 clusters Score -1.272214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 107976 members 
Entering Unmasked Estep 
Score: -12722166.000000 Penalty: 5749.840820
	Iteration 21Q: 3 clusters Score -1.272217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 107985 members 
Entering Unmasked Estep 
Score: -12722182.000000 Penalty: 5749.840820
	Iteration 22Q: 3 clusters Score -1.272218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -12722195.000000 Penalty: 5749.840820
	Iteration 23Q: 3 clusters Score -1.27222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 107997 members 
Entering Unmasked Estep 
Score: -12722200.000000 Penalty: 5749.840820
	Iteration 24Q: 3 clusters Score -1.27222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -12722204.000000 Penalty: 5749.840820
	Iteration 25Q: 3 clusters Score -1.27222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 108000 members 
Entering Unmasked Estep 
Score: -12722206.000000 Penalty: 5749.840820
	Iteration 26Q: 3 clusters Score -1.272221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 108000 members 
Entering Unmasked Estep 
Score: -12722206.000000 Penalty: 5749.840820
	Iteration 27F: 3 clusters Score -1.272221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -246466.140625 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -246466.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -243738.953125 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -243739 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -244259.531250 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -244259.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -244404.390625 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -244404.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -244477.031250 Penalty: 3797.308594
	Iteration 3Q: 3 clusters Score -244477 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -244523.625000 Penalty: 3797.308594
	Iteration 4Q: 3 clusters Score -244523.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -244545.078125 Penalty: 3797.308594
	Iteration 5Q: 3 clusters Score -244545.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -244561.000000 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -244561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244568.500000 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -244568.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -244574.140625 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -244574.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -244576.500000 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -244576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -244577.703125 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -244577.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -244578.687500 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -244578.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -244579.968750 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -244580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -244581.062500 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -244581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -244582.531250 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -244582.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -244585.218750 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -244585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -244585.343750 Penalty: 3797.308594
	Iteration 16Q: 3 clusters Score -244585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -244585.359375 Penalty: 3797.308594
	Iteration 17Q: 3 clusters Score -244585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -244585.687500 Penalty: 3797.308594
	Iteration 18Q: 3 clusters Score -244585.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -244586.625000 Penalty: 3797.308594
	Iteration 19Q: 3 clusters Score -244586.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -244587.265625 Penalty: 3797.308594
	Iteration 20F: 3 clusters Score -244587.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -244588.031250 Penalty: 3797.308594
	Iteration 21Q: 3 clusters Score -244588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -244588.421875 Penalty: 3797.308594
	Iteration 22Q: 3 clusters Score -244588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -244590.515625 Penalty: 3797.308594
	Iteration 23Q: 3 clusters Score -244590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -244592.203125 Penalty: 3797.308594
	Iteration 24Q: 3 clusters Score -244592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -244592.203125 Penalty: 3797.308594
	Iteration 25F: 3 clusters Score -244592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92300.125000 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92300.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90481.585938 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90481.59 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90713.062500 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -90713.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90785.070312 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -90785.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90811.117188 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -90811.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -90843.640625 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -90843.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -90865.695312 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -90865.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90890.437500 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -90890.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90907.742188 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -90907.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90926.335938 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -90926.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90930.421875 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -90930.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90940.468750 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -90940.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90948.515625 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -90948.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90950.414062 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -90950.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90951.429688 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -90951.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90952.656250 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -90952.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90952.656250 Penalty: 3342.123535
	Iteration 15F: 3 clusters Score -90952.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Entering Unmasked Estep 
Score: -2671623.250000 Penalty: 2488.211670
	Iteration 0F: 2 clusters Score -2671623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2655749.750000 Penalty: 4976.423340
	Iteration 0F: 3 clusters Score -2655750 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2661077.750000 Penalty: 4976.423340
	Iteration 1F: 3 clusters Score -2661078 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2661417.250000 Penalty: 4976.423340
	Iteration 2Q: 3 clusters Score -2661417 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2661684.500000 Penalty: 4976.423340
	Iteration 3Q: 3 clusters Score -2661684 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2661923.750000 Penalty: 4976.423340
	Iteration 4Q: 3 clusters Score -2661924 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2662148.000000 Penalty: 4976.423340
	Iteration 5Q: 3 clusters Score -2662148 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2662411.000000 Penalty: 4976.423340
	Iteration 6Q: 3 clusters Score -2662411 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2662791.750000 Penalty: 4976.423340
	Iteration 7Q: 3 clusters Score -2662792 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2663395.750000 Penalty: 4976.423340
	Iteration 8Q: 3 clusters Score -2663396 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2664404.000000 Penalty: 4976.423340
	Iteration 9F: 3 clusters Score -2664404 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2665793.750000 Penalty: 4976.423340
	Iteration 10F: 3 clusters Score -2665794 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2667317.000000 Penalty: 4976.423340
	Iteration 11F: 3 clusters Score -2667317 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2668520.000000 Penalty: 4976.423340
	Iteration 12F: 3 clusters Score -2668520 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2669288.500000 Penalty: 4976.423340
	Iteration 13Q: 3 clusters Score -2669288 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2669682.750000 Penalty: 4976.423340
	Iteration 14Q: 3 clusters Score -2669683 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2669893.250000 Penalty: 4976.423340
	Iteration 15Q: 3 clusters Score -2669893 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2669994.750000 Penalty: 4976.423340
	Iteration 16Q: 3 clusters Score -2669995 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2670053.500000 Penalty: 4976.423340
	Iteration 17Q: 3 clusters Score -2670054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2670079.500000 Penalty: 4976.423340
	Iteration 18Q: 3 clusters Score -2670080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2670091.500000 Penalty: 4976.423340
	Iteration 19Q: 3 clusters Score -2670092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2670106.750000 Penalty: 4976.423340
	Iteration 20F: 3 clusters Score -2670107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2670114.250000 Penalty: 4976.423340
	Iteration 21Q: 3 clusters Score -2670114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2670119.750000 Penalty: 4976.423340
	Iteration 22Q: 3 clusters Score -2670120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2670124.250000 Penalty: 4976.423340
	Iteration 23Q: 3 clusters Score -2670124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2670127.500000 Penalty: 4976.423340
	Iteration 24Q: 3 clusters Score -2670128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2670134.000000 Penalty: 4976.423340
	Iteration 25Q: 3 clusters Score -2670134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2670137.250000 Penalty: 4976.423340
	Iteration 26Q: 3 clusters Score -2670137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2670139.750000 Penalty: 4976.423340
	Iteration 27Q: 3 clusters Score -2670140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2670143.000000 Penalty: 4976.423340
	Iteration 28Q: 3 clusters Score -2670143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2670147.000000 Penalty: 4976.423340
	Iteration 29Q: 3 clusters Score -2670147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2670152.250000 Penalty: 4976.423340
	Iteration 30Q: 3 clusters Score -2670152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2670156.000000 Penalty: 4976.423340
	Iteration 31Q: 3 clusters Score -2670156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2670157.750000 Penalty: 4976.423340
	Iteration 32Q: 3 clusters Score -2670158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2670156.750000 Penalty: 4976.423340
	Iteration 33Q: 3 clusters Score -2670157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2670156.750000 Penalty: 4976.423340
	Iteration 34F: 3 clusters Score -2670157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Entering Unmasked Estep 
Score: -5543268.500000 Penalty: 2676.898926
	Iteration 0F: 2 clusters Score -5543268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -5510432.000000 Penalty: 5353.797852
	Iteration 0F: 3 clusters Score -5510432 nChanged 22640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -5522883.500000 Penalty: 5353.797852
	Iteration 1F: 3 clusters Score -5522884 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -5523316.000000 Penalty: 5353.797852
	Iteration 2Q: 3 clusters Score -5523316 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -5523768.500000 Penalty: 5353.797852
	Iteration 3Q: 3 clusters Score -5523768 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -5524271.000000 Penalty: 5353.797852
	Iteration 4Q: 3 clusters Score -5524271 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -5524857.500000 Penalty: 5353.797852
	Iteration 5Q: 3 clusters Score -5524858 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -5525770.000000 Penalty: 5353.797852
	Iteration 6Q: 3 clusters Score -5525770 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -5527335.500000 Penalty: 5353.797852
	Iteration 7F: 3 clusters Score -5527336 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5529695.500000 Penalty: 5353.797852
	Iteration 8F: 3 clusters Score -5529696 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -5532924.500000 Penalty: 5353.797852
	Iteration 9F: 3 clusters Score -5532924 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -5536193.500000 Penalty: 5353.797852
	Iteration 10F: 3 clusters Score -5536194 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -5538687.500000 Penalty: 5353.797852
	Iteration 11F: 3 clusters Score -5538688 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -5539917.500000 Penalty: 5353.797852
	Iteration 12Q: 3 clusters Score -5539918 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -5540489.500000 Penalty: 5353.797852
	Iteration 13Q: 3 clusters Score -5540490 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -5540743.500000 Penalty: 5353.797852
	Iteration 14Q: 3 clusters Score -5540744 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -5540855.000000 Penalty: 5353.797852
	Iteration 15Q: 3 clusters Score -5540855 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -5540904.500000 Penalty: 5353.797852
	Iteration 16Q: 3 clusters Score -5540904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -5540938.500000 Penalty: 5353.797852
	Iteration 17Q: 3 clusters Score -5540938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -5540953.000000 Penalty: 5353.797852
	Iteration 18Q: 3 clusters Score -5540953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -5540963.000000 Penalty: 5353.797852
	Iteration 19Q: 3 clusters Score -5540963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -5540978.000000 Penalty: 5353.797852
	Iteration 20F: 3 clusters Score -5540978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -5540978.500000 Penalty: 5353.797852
	Iteration 21Q: 3 clusters Score -5540978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -5540999.000000 Penalty: 5353.797852
	Iteration 22Q: 3 clusters Score -5540999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -5541010.000000 Penalty: 5353.797852
	Iteration 23Q: 3 clusters Score -5541010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -5541014.000000 Penalty: 5353.797852
	Iteration 24Q: 3 clusters Score -5541014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -5541022.500000 Penalty: 5353.797852
	Iteration 25Q: 3 clusters Score -5541022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -5541023.500000 Penalty: 5353.797852
	Iteration 26Q: 3 clusters Score -5541024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -5541031.500000 Penalty: 5353.797852
	Iteration 27Q: 3 clusters Score -5541032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -5541032.500000 Penalty: 5353.797852
	Iteration 28Q: 3 clusters Score -5541032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -5541032.500000 Penalty: 5353.797852
	Iteration 29F: 3 clusters Score -5541032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 207832 members 
Mstep: Class 4 contains 20548 members 
Mstep: Class 7 contains 204023 members 
Mstep: Class 8 contains 3727 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 28978 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 108274 members 
Mstep: Class 15 contains 2113 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22768 members 
Mstep: Class 19 contains 48725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630336.000000 Penalty: 43162.746094
Iteration 79Q: 14 clusters Score -7.463034e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 207200 members 
Mstep: Class 4 contains 20532 members 
Mstep: Class 7 contains 204083 members 
Mstep: Class 8 contains 3716 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 28982 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 108931 members 
Mstep: Class 15 contains 2110 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22743 members 
Mstep: Class 19 contains 48688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630304.000000 Penalty: 43162.746094
Iteration 80F: 14 clusters Score -7.46303e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2779 members 
Mstep: Class 3 contains 206589 members 
Mstep: Class 4 contains 20520 members 
Mstep: Class 7 contains 204139 members 
Mstep: Class 8 contains 3707 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 28987 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 109561 members 
Mstep: Class 15 contains 2110 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22725 members 
Mstep: Class 19 contains 48649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630448.000000 Penalty: 43162.746094
Iteration 81Q: 14 clusters Score -7.463045e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 205974 members 
Mstep: Class 4 contains 20518 members 
Mstep: Class 7 contains 204198 members 
Mstep: Class 8 contains 3698 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 28995 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 110161 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22706 members 
Mstep: Class 19 contains 48624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630576.000000 Penalty: 43162.746094
Iteration 82Q: 14 clusters Score -7.463058e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 205308 members 
Mstep: Class 4 contains 20511 members 
Mstep: Class 7 contains 204291 members 
Mstep: Class 8 contains 3693 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 28997 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 110776 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22701 members 
Mstep: Class 19 contains 48597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630920.000000 Penalty: 43162.746094
Iteration 83Q: 14 clusters Score -7.463092e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 204623 members 
Mstep: Class 4 contains 20511 members 
Mstep: Class 7 contains 204369 members 
Mstep: Class 8 contains 3686 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 29001 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 111438 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22685 members 
Mstep: Class 19 contains 48564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631064.000000 Penalty: 43162.746094
Iteration 84Q: 14 clusters Score -7.463106e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 203951 members 
Mstep: Class 4 contains 20508 members 
Mstep: Class 7 contains 204462 members 
Mstep: Class 8 contains 3678 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 29004 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 112060 members 
Mstep: Class 15 contains 2116 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22668 members 
Mstep: Class 19 contains 48550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631184.000000 Penalty: 43162.746094
Iteration 85Q: 14 clusters Score -7.463118e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2763 members 
Mstep: Class 3 contains 203260 members 
Mstep: Class 4 contains 20509 members 
Mstep: Class 7 contains 204549 members 
Mstep: Class 8 contains 3672 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 29004 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 112701 members 
Mstep: Class 15 contains 2120 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22647 members 
Mstep: Class 19 contains 48542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631496.000000 Penalty: 43162.746094
Iteration 86Q: 14 clusters Score -7.46315e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 202665 members 
Mstep: Class 4 contains 20500 members 
Mstep: Class 7 contains 204586 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 29003 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 113317 members 
Mstep: Class 15 contains 2119 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22633 members 
Mstep: Class 19 contains 48519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631552.000000 Penalty: 43162.746094
Iteration 87Q: 14 clusters Score -7.463155e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2762 members 
Mstep: Class 3 contains 202130 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 7 contains 204593 members 
Mstep: Class 8 contains 3658 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 29000 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 113909 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22622 members 
Mstep: Class 19 contains 48484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631648.000000 Penalty: 43162.746094
Iteration 88Q: 14 clusters Score -7.463165e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 201671 members 
Mstep: Class 4 contains 20496 members 
Mstep: Class 7 contains 204537 members 
Mstep: Class 8 contains 3653 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 28996 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 114492 members 
Mstep: Class 15 contains 2113 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22601 members 
Mstep: Class 19 contains 48448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631968.000000 Penalty: 43162.746094
Iteration 89Q: 14 clusters Score -7.463197e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2760 members 
Mstep: Class 3 contains 201331 members 
Mstep: Class 4 contains 20492 members 
Mstep: Class 7 contains 204405 members 
Mstep: Class 8 contains 3640 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 28994 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 115044 members 
Mstep: Class 15 contains 2113 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22584 members 
Mstep: Class 19 contains 48405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632192.000000 Penalty: 43162.746094
Iteration 90Q: 14 clusters Score -7.463219e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2763 members 
Mstep: Class 3 contains 201043 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 7 contains 204170 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 28993 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 115653 members 
Mstep: Class 15 contains 2109 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22575 members 
Mstep: Class 19 contains 48341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632392.000000 Penalty: 43162.746094
Iteration 91Q: 14 clusters Score -7.463239e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2764 members 
Mstep: Class 3 contains 200803 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 7 contains 203884 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 28996 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 116260 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22573 members 
Mstep: Class 19 contains 48280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632576.000000 Penalty: 43162.746094
Iteration 92Q: 14 clusters Score -7.463258e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2764 members 
Mstep: Class 3 contains 200602 members 
Mstep: Class 4 contains 20477 members 
Mstep: Class 7 contains 203595 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 29000 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 116841 members 
Mstep: Class 15 contains 2103 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22575 members 
Mstep: Class 19 contains 48218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632720.000000 Penalty: 43162.746094
Iteration 93Q: 14 clusters Score -7.463272e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2759 members 
Mstep: Class 3 contains 200493 members 
Mstep: Class 4 contains 20476 members 
Mstep: Class 7 contains 203217 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 29003 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 117423 members 
Mstep: Class 15 contains 2103 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22581 members 
Mstep: Class 19 contains 48136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633040.000000 Penalty: 43162.746094
Iteration 94Q: 14 clusters Score -7.463304e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2760 members 
Mstep: Class 3 contains 200472 members 
Mstep: Class 4 contains 20471 members 
Mstep: Class 7 contains 202806 members 
Mstep: Class 8 contains 3557 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 29006 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 14 contains 117996 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22572 members 
Mstep: Class 19 contains 48025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633328.000000 Penalty: 43162.746094
Iteration 95Q: 14 clusters Score -7.463333e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2760 members 
Mstep: Class 3 contains 200390 members 
Mstep: Class 4 contains 20463 members 
Mstep: Class 7 contains 202408 members 
Mstep: Class 8 contains 3536 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 29013 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 118598 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22561 members 
Mstep: Class 19 contains 47935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633568.000000 Penalty: 43162.746094
Iteration 96Q: 14 clusters Score -7.463357e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2764 members 
Mstep: Class 3 contains 200397 members 
Mstep: Class 4 contains 20463 members 
Mstep: Class 7 contains 201987 members 
Mstep: Class 8 contains 3506 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 29027 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 119144 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22546 members 
Mstep: Class 19 contains 47830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633736.000000 Penalty: 43162.746094
Iteration 97Q: 14 clusters Score -7.463374e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2762 members 
Mstep: Class 3 contains 200463 members 
Mstep: Class 4 contains 20443 members 
Mstep: Class 7 contains 201535 members 
Mstep: Class 8 contains 3473 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 29038 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 119662 members 
Mstep: Class 15 contains 2099 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22541 members 
Mstep: Class 19 contains 47751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634240.000000 Penalty: 43162.746094
Iteration 98Q: 14 clusters Score -7.463424e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 200575 members 
Mstep: Class 4 contains 20438 members 
Mstep: Class 7 contains 201067 members 
Mstep: Class 8 contains 3435 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 29041 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 120184 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22518 members 
Mstep: Class 19 contains 47656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634432.000000 Penalty: 43162.746094
Iteration 99Q: 14 clusters Score -7.463443e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2759 members 
Mstep: Class 3 contains 200744 members 
Mstep: Class 4 contains 20422 members 
Mstep: Class 7 contains 200574 members 
Mstep: Class 8 contains 3390 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 29039 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 120666 members 
Mstep: Class 15 contains 2098 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 22506 members 
Mstep: Class 19 contains 47570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634688.000000 Penalty: 43162.746094
Iteration 100F: 14 clusters Score -7.463469e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 200957 members 
Mstep: Class 4 contains 20405 members 
Mstep: Class 7 contains 200087 members 
Mstep: Class 8 contains 3347 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 29045 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 121088 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 22489 members 
Mstep: Class 19 contains 47490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634736.000000 Penalty: 43162.746094
Iteration 101Q: 14 clusters Score -7.463474e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 201242 members 
Mstep: Class 4 contains 20387 members 
Mstep: Class 7 contains 199572 members 
Mstep: Class 8 contains 3313 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 29044 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 121472 members 
Mstep: Class 15 contains 2104 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 22481 members 
Mstep: Class 19 contains 47399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635104.000000 Penalty: 43162.746094
Iteration 102Q: 14 clusters Score -7.46351e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 201566 members 
Mstep: Class 4 contains 20369 members 
Mstep: Class 7 contains 199030 members 
Mstep: Class 8 contains 3286 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 29049 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 121866 members 
Mstep: Class 15 contains 2100 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22466 members 
Mstep: Class 19 contains 47283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635328.000000 Penalty: 43162.746094
Iteration 103Q: 14 clusters Score -7.463533e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2754 members 
Mstep: Class 3 contains 201826 members 
Mstep: Class 4 contains 20351 members 
Mstep: Class 7 contains 198585 members 
Mstep: Class 8 contains 3266 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 29050 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 122235 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22437 members 
Mstep: Class 19 contains 47165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635336.000000 Penalty: 43162.746094
Iteration 104Q: 14 clusters Score -7.463534e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2752 members 
Mstep: Class 3 contains 202147 members 
Mstep: Class 4 contains 20337 members 
Mstep: Class 7 contains 198117 members 
Mstep: Class 8 contains 3254 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 29051 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 122582 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22409 members 
Mstep: Class 19 contains 47020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635552.000000 Penalty: 43162.746094
Iteration 105Q: 14 clusters Score -7.463555e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 3 contains 202481 members 
Mstep: Class 4 contains 20309 members 
Mstep: Class 7 contains 197697 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 29054 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 122894 members 
Mstep: Class 15 contains 2103 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22370 members 
Mstep: Class 19 contains 46872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636136.000000 Penalty: 43162.746094
Iteration 106Q: 14 clusters Score -7.463614e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 202813 members 
Mstep: Class 4 contains 20298 members 
Mstep: Class 7 contains 197238 members 
Mstep: Class 8 contains 3222 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 29055 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 123197 members 
Mstep: Class 15 contains 2104 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22349 members 
Mstep: Class 19 contains 46742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636456.000000 Penalty: 43162.746094
Iteration 107Q: 14 clusters Score -7.463646e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2753 members 
Mstep: Class 3 contains 203156 members 
Mstep: Class 4 contains 20291 members 
Mstep: Class 7 contains 196812 members 
Mstep: Class 8 contains 3206 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 29067 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 123441 members 
Mstep: Class 15 contains 2099 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22314 members 
Mstep: Class 19 contains 46630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636336.000000 Penalty: 43162.746094
Iteration 108Q: 14 clusters Score -7.463634e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 203545 members 
Mstep: Class 4 contains 20273 members 
Mstep: Class 7 contains 196369 members 
Mstep: Class 8 contains 3187 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 29082 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 123670 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22283 members 
Mstep: Class 19 contains 46512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636624.000000 Penalty: 43162.746094
Iteration 109Q: 14 clusters Score -7.463662e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 203981 members 
Mstep: Class 4 contains 20240 members 
Mstep: Class 7 contains 195939 members 
Mstep: Class 8 contains 3174 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 29093 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 123854 members 
Mstep: Class 15 contains 2093 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22260 members 
Mstep: Class 19 contains 46386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636832.000000 Penalty: 43162.746094
Iteration 110Q: 14 clusters Score -7.463683e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 204361 members 
Mstep: Class 4 contains 20225 members 
Mstep: Class 7 contains 195553 members 
Mstep: Class 8 contains 3161 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 29103 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 123997 members 
Mstep: Class 15 contains 2092 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22249 members 
Mstep: Class 19 contains 46280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637224.000000 Penalty: 43162.746094
Iteration 111Q: 14 clusters Score -7.463722e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 204757 members 
Mstep: Class 4 contains 20205 members 
Mstep: Class 7 contains 195179 members 
Mstep: Class 8 contains 3149 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 29114 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 124113 members 
Mstep: Class 15 contains 2093 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22237 members 
Mstep: Class 19 contains 46169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637376.000000 Penalty: 43162.746094
Iteration 112Q: 14 clusters Score -7.463738e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2752 members 
Mstep: Class 3 contains 205198 members 
Mstep: Class 4 contains 20183 members 
Mstep: Class 7 contains 194771 members 
Mstep: Class 8 contains 3140 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 29118 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 124214 members 
Mstep: Class 15 contains 2093 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22220 members 
Mstep: Class 19 contains 46073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637656.000000 Penalty: 43162.746094
Iteration 113Q: 14 clusters Score -7.463766e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 205595 members 
Mstep: Class 4 contains 20165 members 
Mstep: Class 7 contains 194436 members 
Mstep: Class 8 contains 3135 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 29124 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 124308 members 
Mstep: Class 15 contains 2096 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22195 members 
Mstep: Class 19 contains 45952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637776.000000 Penalty: 43162.746094
Iteration 114Q: 14 clusters Score -7.463778e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 205959 members 
Mstep: Class 4 contains 20154 members 
Mstep: Class 7 contains 194095 members 
Mstep: Class 8 contains 3130 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 29130 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 124414 members 
Mstep: Class 15 contains 2096 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22182 members 
Mstep: Class 19 contains 45842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638120.000000 Penalty: 43162.746094
Iteration 115Q: 14 clusters Score -7.463812e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2759 members 
Mstep: Class 3 contains 206225 members 
Mstep: Class 4 contains 20149 members 
Mstep: Class 7 contains 193823 members 
Mstep: Class 8 contains 3124 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 29142 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 124520 members 
Mstep: Class 15 contains 2092 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22180 members 
Mstep: Class 19 contains 45745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638560.000000 Penalty: 43162.746094
Iteration 116Q: 14 clusters Score -7.463856e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 206407 members 
Mstep: Class 4 contains 20146 members 
Mstep: Class 7 contains 193564 members 
Mstep: Class 8 contains 3117 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 29154 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 124667 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22164 members 
Mstep: Class 19 contains 45695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639200.000000 Penalty: 43162.746094
Iteration 117Q: 14 clusters Score -7.46392e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 206548 members 
Mstep: Class 4 contains 20151 members 
Mstep: Class 7 contains 193331 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 29160 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 124822 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22150 members 
Mstep: Class 19 contains 45652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639080.000000 Penalty: 43162.746094
Iteration 118Q: 14 clusters Score -7.463908e+07 nChanged 2673
Entering ConstructFrom: 
Score: -74639080.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 2 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -318596.500000 Penalty: 1964.090454
	Iteration 0F: 2 clusters Score -318596.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -315465.781250 Penalty: 3928.180908
	Iteration 0F: 3 clusters Score -315465.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -316051.843750 Penalty: 3928.180908
	Iteration 1F: 3 clusters Score -316051.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -316184.343750 Penalty: 3928.180908
	Iteration 2F: 3 clusters Score -316184.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -316252.781250 Penalty: 3928.180908
	Iteration 3Q: 3 clusters Score -316252.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -316298.562500 Penalty: 3928.180908
	Iteration 4Q: 3 clusters Score -316298.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -316331.062500 Penalty: 3928.180908
	Iteration 5Q: 3 clusters Score -316331.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -316359.968750 Penalty: 3928.180908
	Iteration 6Q: 3 clusters Score -316360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -316380.906250 Penalty: 3928.180908
	Iteration 7Q: 3 clusters Score -316380.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -316397.187500 Penalty: 3928.180908
	Iteration 8Q: 3 clusters Score -316397.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -316406.343750 Penalty: 3928.180908
	Iteration 9Q: 3 clusters Score -316406.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -316410.406250 Penalty: 3928.180908
	Iteration 10Q: 3 clusters Score -316410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -316413.937500 Penalty: 3928.180908
	Iteration 11Q: 3 clusters Score -316413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -316414.718750 Penalty: 3928.180908
	Iteration 12Q: 3 clusters Score -316414.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -316416.687500 Penalty: 3928.180908
	Iteration 13Q: 3 clusters Score -316416.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -316418.687500 Penalty: 3928.180908
	Iteration 14Q: 3 clusters Score -316418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -316420.531250 Penalty: 3928.180908
	Iteration 15Q: 3 clusters Score -316420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -316421.843750 Penalty: 3928.180908
	Iteration 16Q: 3 clusters Score -316421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -316421.843750 Penalty: 3928.180908
	Iteration 17F: 3 clusters Score -316421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (206749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206749 members 
Entering Unmasked Estep 
Score: -24016256.000000 Penalty: 3035.336670
	Iteration 0F: 2 clusters Score -2.401626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 103328 members 
Entering Unmasked Estep 
Score: -23881248.000000 Penalty: 6070.673340
	Iteration 0F: 3 clusters Score -2.388125e+07 nChanged 99494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105605 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -23938748.000000 Penalty: 6070.673340
	Iteration 1F: 3 clusters Score -2.393875e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106733 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -23939450.000000 Penalty: 6070.673340
	Iteration 2Q: 3 clusters Score -2.393945e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108464 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -23940182.000000 Penalty: 6070.673340
	Iteration 3Q: 3 clusters Score -2.394018e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 95539 members 
Entering Unmasked Estep 
Score: -23941290.000000 Penalty: 6070.673340
	Iteration 4Q: 3 clusters Score -2.394129e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115423 members 
Mstep: Class 2 contains 91326 members 
Entering Unmasked Estep 
Score: -23943088.000000 Penalty: 6070.673340
	Iteration 5Q: 3 clusters Score -2.394309e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121671 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -23946068.000000 Penalty: 6070.673340
	Iteration 6Q: 3 clusters Score -2.394607e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130905 members 
Mstep: Class 2 contains 75844 members 
Entering Unmasked Estep 
Score: -23951076.000000 Penalty: 6070.673340
	Iteration 7Q: 3 clusters Score -2.395108e+07 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143622 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -23959786.000000 Penalty: 6070.673340
	Iteration 8F: 3 clusters Score -2.395979e+07 nChanged 16352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159502 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -23973254.000000 Penalty: 6070.673340
	Iteration 9F: 3 clusters Score -2.397325e+07 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175822 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -23988434.000000 Penalty: 6070.673340
	Iteration 10F: 3 clusters Score -2.398843e+07 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188815 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -23999718.000000 Penalty: 6070.673340
	Iteration 11F: 3 clusters Score -2.399972e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197128 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -24006794.000000 Penalty: 6070.673340
	Iteration 12Q: 3 clusters Score -2.400679e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201682 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -24010224.000000 Penalty: 6070.673340
	Iteration 13Q: 3 clusters Score -2.401022e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204025 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -24012030.000000 Penalty: 6070.673340
	Iteration 14Q: 3 clusters Score -2.401203e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205156 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -24012906.000000 Penalty: 6070.673340
	Iteration 15Q: 3 clusters Score -2.401291e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205685 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -24013214.000000 Penalty: 6070.673340
	Iteration 16Q: 3 clusters Score -2.401321e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205937 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -24013420.000000 Penalty: 6070.673340
	Iteration 17Q: 3 clusters Score -2.401342e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206071 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -24013504.000000 Penalty: 6070.673340
	Iteration 18Q: 3 clusters Score -2.40135e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206150 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -24013556.000000 Penalty: 6070.673340
	Iteration 19Q: 3 clusters Score -2.401356e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206211 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -24013586.000000 Penalty: 6070.673340
	Iteration 20F: 3 clusters Score -2.401359e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206240 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -24013608.000000 Penalty: 6070.673340
	Iteration 21Q: 3 clusters Score -2.401361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206257 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -24013638.000000 Penalty: 6070.673340
	Iteration 22Q: 3 clusters Score -2.401364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206261 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -24013654.000000 Penalty: 6070.673340
	Iteration 23Q: 3 clusters Score -2.401365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206267 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -24013684.000000 Penalty: 6070.673340
	Iteration 24Q: 3 clusters Score -2.401368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206273 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -24013694.000000 Penalty: 6070.673340
	Iteration 25Q: 3 clusters Score -2.401369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206280 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -24013688.000000 Penalty: 6070.673340
	Iteration 26Q: 3 clusters Score -2.401369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206282 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -24013690.000000 Penalty: 6070.673340
	Iteration 27Q: 3 clusters Score -2.401369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206283 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -24013680.000000 Penalty: 6070.673340
	Iteration 28Q: 3 clusters Score -2.401368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206285 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -24013696.000000 Penalty: 6070.673340
	Iteration 29Q: 3 clusters Score -2.40137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206288 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -24013694.000000 Penalty: 6070.673340
	Iteration 30Q: 3 clusters Score -2.401369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206291 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -24013690.000000 Penalty: 6070.673340
	Iteration 31Q: 3 clusters Score -2.401369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206292 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -24013698.000000 Penalty: 6070.673340
	Iteration 32Q: 3 clusters Score -2.40137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206291 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -24013692.000000 Penalty: 6070.673340
	Iteration 33Q: 3 clusters Score -2.401369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206293 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -24013708.000000 Penalty: 6070.673340
	Iteration 34Q: 3 clusters Score -2.401371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206293 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -24013708.000000 Penalty: 6070.673340
	Iteration 35F: 3 clusters Score -2.401371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Entering Unmasked Estep 
Score: -2363040.250000 Penalty: 2458.053467
	Iteration 0F: 2 clusters Score -2363040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2348890.000000 Penalty: 4916.106934
	Iteration 0F: 3 clusters Score -2348890 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2353517.750000 Penalty: 4916.106934
	Iteration 1F: 3 clusters Score -2353518 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2353830.000000 Penalty: 4916.106934
	Iteration 2Q: 3 clusters Score -2353830 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2354114.000000 Penalty: 4916.106934
	Iteration 3Q: 3 clusters Score -2354114 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2354429.750000 Penalty: 4916.106934
	Iteration 4Q: 3 clusters Score -2354430 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2354840.500000 Penalty: 4916.106934
	Iteration 5Q: 3 clusters Score -2354840 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2355334.500000 Penalty: 4916.106934
	Iteration 6Q: 3 clusters Score -2355334 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2355933.500000 Penalty: 4916.106934
	Iteration 7F: 3 clusters Score -2355934 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2356689.000000 Penalty: 4916.106934
	Iteration 8F: 3 clusters Score -2356689 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2357514.250000 Penalty: 4916.106934
	Iteration 9F: 3 clusters Score -2357514 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2358376.000000 Penalty: 4916.106934
	Iteration 10F: 3 clusters Score -2358376 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2359144.500000 Penalty: 4916.106934
	Iteration 11F: 3 clusters Score -2359144 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2359819.500000 Penalty: 4916.106934
	Iteration 12Q: 3 clusters Score -2359820 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2360307.500000 Penalty: 4916.106934
	Iteration 13Q: 3 clusters Score -2360308 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2360616.500000 Penalty: 4916.106934
	Iteration 14Q: 3 clusters Score -2360616 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2360819.250000 Penalty: 4916.106934
	Iteration 15Q: 3 clusters Score -2360819 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2360928.750000 Penalty: 4916.106934
	Iteration 16Q: 3 clusters Score -2360929 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2361002.750000 Penalty: 4916.106934
	Iteration 17Q: 3 clusters Score -2361003 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2361048.250000 Penalty: 4916.106934
	Iteration 18Q: 3 clusters Score -2361048 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2361091.750000 Penalty: 4916.106934
	Iteration 19Q: 3 clusters Score -2361092 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2361118.750000 Penalty: 4916.106934
	Iteration 20F: 3 clusters Score -2361119 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2361147.250000 Penalty: 4916.106934
	Iteration 21Q: 3 clusters Score -2361147 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2361167.500000 Penalty: 4916.106934
	Iteration 22Q: 3 clusters Score -2361168 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2361194.750000 Penalty: 4916.106934
	Iteration 23Q: 3 clusters Score -2361195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2361210.500000 Penalty: 4916.106934
	Iteration 24Q: 3 clusters Score -2361210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2361231.000000 Penalty: 4916.106934
	Iteration 25Q: 3 clusters Score -2361231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2361250.750000 Penalty: 4916.106934
	Iteration 26Q: 3 clusters Score -2361251 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2361264.000000 Penalty: 4916.106934
	Iteration 27Q: 3 clusters Score -2361264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2361283.000000 Penalty: 4916.106934
	Iteration 28Q: 3 clusters Score -2361283 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2361299.000000 Penalty: 4916.106934
	Iteration 29Q: 3 clusters Score -2361299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2361312.750000 Penalty: 4916.106934
	Iteration 30Q: 3 clusters Score -2361313 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2361325.250000 Penalty: 4916.106934
	Iteration 31Q: 3 clusters Score -2361325 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2361339.250000 Penalty: 4916.106934
	Iteration 32Q: 3 clusters Score -2361339 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2361345.250000 Penalty: 4916.106934
	Iteration 33Q: 3 clusters Score -2361345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2361356.000000 Penalty: 4916.106934
	Iteration 34Q: 3 clusters Score -2361356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2361364.500000 Penalty: 4916.106934
	Iteration 35Q: 3 clusters Score -2361364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2361373.000000 Penalty: 4916.106934
	Iteration 36Q: 3 clusters Score -2361373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2361378.750000 Penalty: 4916.106934
	Iteration 37Q: 3 clusters Score -2361379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2361396.750000 Penalty: 4916.106934
	Iteration 38Q: 3 clusters Score -2361397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2361400.000000 Penalty: 4916.106934
	Iteration 39Q: 3 clusters Score -2361400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2361410.500000 Penalty: 4916.106934
	Iteration 40F: 3 clusters Score -2361410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2361411.000000 Penalty: 4916.106934
	Iteration 41Q: 3 clusters Score -2361411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2361412.500000 Penalty: 4916.106934
	Iteration 42Q: 3 clusters Score -2361412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2361415.500000 Penalty: 4916.106934
	Iteration 43Q: 3 clusters Score -2361416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2361418.500000 Penalty: 4916.106934
	Iteration 44Q: 3 clusters Score -2361418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2361424.250000 Penalty: 4916.106934
	Iteration 45Q: 3 clusters Score -2361424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2361424.250000 Penalty: 4916.106934
	Iteration 46Q: 3 clusters Score -2361424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2361433.500000 Penalty: 4916.106934
	Iteration 47Q: 3 clusters Score -2361434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2361439.000000 Penalty: 4916.106934
	Iteration 48Q: 3 clusters Score -2361439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2361434.750000 Penalty: 4916.106934
	Iteration 49Q: 3 clusters Score -2361435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2361436.750000 Penalty: 4916.106934
	Iteration 50Q: 3 clusters Score -2361437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2361436.750000 Penalty: 4916.106934
	Iteration 51Q: 3 clusters Score -2361437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2361443.000000 Penalty: 4916.106934
	Iteration 52Q: 3 clusters Score -2361443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2361440.500000 Penalty: 4916.106934
	Iteration 53Q: 3 clusters Score -2361440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2361448.250000 Penalty: 4916.106934
	Iteration 54Q: 3 clusters Score -2361448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2361446.500000 Penalty: 4916.106934
	Iteration 55Q: 3 clusters Score -2361446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2361452.500000 Penalty: 4916.106934
	Iteration 56Q: 3 clusters Score -2361452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2361453.250000 Penalty: 4916.106934
	Iteration 57Q: 3 clusters Score -2361453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2361458.500000 Penalty: 4916.106934
	Iteration 58Q: 3 clusters Score -2361458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2361457.000000 Penalty: 4916.106934
	Iteration 59Q: 3 clusters Score -2361457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2361454.750000 Penalty: 4916.106934
	Iteration 60F: 3 clusters Score -2361455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2361454.750000 Penalty: 4916.106934
	Iteration 61Q: 3 clusters Score -2361455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2361456.500000 Penalty: 4916.106934
	Iteration 62Q: 3 clusters Score -2361456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2361459.250000 Penalty: 4916.106934
	Iteration 63Q: 3 clusters Score -2361459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2361458.750000 Penalty: 4916.106934
	Iteration 64Q: 3 clusters Score -2361459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2361462.250000 Penalty: 4916.106934
	Iteration 65Q: 3 clusters Score -2361462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2361461.250000 Penalty: 4916.106934
	Iteration 66Q: 3 clusters Score -2361461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2361461.000000 Penalty: 4916.106934
	Iteration 67Q: 3 clusters Score -2361461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2361461.000000 Penalty: 4916.106934
	Iteration 68F: 3 clusters Score -2361461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (193062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193062 members 
Entering Unmasked Estep 
Score: -22385306.000000 Penalty: 3018.350098
	Iteration 0F: 2 clusters Score -2.238531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96755 members 
Mstep: Class 2 contains 96307 members 
Entering Unmasked Estep 
Score: -22260266.000000 Penalty: 6036.700195
	Iteration 0F: 3 clusters Score -2.226027e+07 nChanged 92747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100558 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -22315380.000000 Penalty: 6036.700195
	Iteration 1F: 3 clusters Score -2.231538e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103371 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -22317704.000000 Penalty: 6036.700195
	Iteration 2Q: 3 clusters Score -2.23177e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107591 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -22320800.000000 Penalty: 6036.700195
	Iteration 3Q: 3 clusters Score -2.23208e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113556 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -22325300.000000 Penalty: 6036.700195
	Iteration 4Q: 3 clusters Score -2.23253e+07 nChanged 11457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121727 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -22332276.000000 Penalty: 6036.700195
	Iteration 5F: 3 clusters Score -2.233228e+07 nChanged 12920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131785 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -22341076.000000 Penalty: 6036.700195
	Iteration 6F: 3 clusters Score -2.234108e+07 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142592 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -22351158.000000 Penalty: 6036.700195
	Iteration 7F: 3 clusters Score -2.235116e+07 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -22360326.000000 Penalty: 6036.700195
	Iteration 8F: 3 clusters Score -2.236033e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161104 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -22367236.000000 Penalty: 6036.700195
	Iteration 9Q: 3 clusters Score -2.236724e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168009 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -22372538.000000 Penalty: 6036.700195
	Iteration 10Q: 3 clusters Score -2.237254e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173536 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -22376124.000000 Penalty: 6036.700195
	Iteration 11Q: 3 clusters Score -2.237612e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177940 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -22378434.000000 Penalty: 6036.700195
	Iteration 12Q: 3 clusters Score -2.237843e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181481 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -22380432.000000 Penalty: 6036.700195
	Iteration 13Q: 3 clusters Score -2.238043e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184159 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -22381540.000000 Penalty: 6036.700195
	Iteration 14Q: 3 clusters Score -2.238154e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186080 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -22382350.000000 Penalty: 6036.700195
	Iteration 15Q: 3 clusters Score -2.238235e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187375 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -22382894.000000 Penalty: 6036.700195
	Iteration 16Q: 3 clusters Score -2.238289e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188305 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -22383158.000000 Penalty: 6036.700195
	Iteration 17Q: 3 clusters Score -2.238316e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188970 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -22383350.000000 Penalty: 6036.700195
	Iteration 18Q: 3 clusters Score -2.238335e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189426 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -22383504.000000 Penalty: 6036.700195
	Iteration 19Q: 3 clusters Score -2.23835e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189763 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -22383616.000000 Penalty: 6036.700195
	Iteration 20F: 3 clusters Score -2.238362e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189977 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -22383764.000000 Penalty: 6036.700195
	Iteration 21Q: 3 clusters Score -2.238376e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190148 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -22383968.000000 Penalty: 6036.700195
	Iteration 22Q: 3 clusters Score -2.238397e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190246 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -22384208.000000 Penalty: 6036.700195
	Iteration 23Q: 3 clusters Score -2.238421e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190298 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -22384312.000000 Penalty: 6036.700195
	Iteration 24Q: 3 clusters Score -2.238431e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190320 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -22384416.000000 Penalty: 6036.700195
	Iteration 25Q: 3 clusters Score -2.238442e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190331 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -22384414.000000 Penalty: 6036.700195
	Iteration 26Q: 3 clusters Score -2.238441e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190333 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -22384462.000000 Penalty: 6036.700195
	Iteration 27Q: 3 clusters Score -2.238446e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190326 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -22384462.000000 Penalty: 6036.700195
	Iteration 28Q: 3 clusters Score -2.238446e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190310 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -22384466.000000 Penalty: 6036.700195
	Iteration 29Q: 3 clusters Score -2.238447e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190307 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -22384480.000000 Penalty: 6036.700195
	Iteration 30Q: 3 clusters Score -2.238448e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190303 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -22384490.000000 Penalty: 6036.700195
	Iteration 31Q: 3 clusters Score -2.238449e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190298 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -22384498.000000 Penalty: 6036.700195
	Iteration 32Q: 3 clusters Score -2.23845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190288 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -22384488.000000 Penalty: 6036.700195
	Iteration 33Q: 3 clusters Score -2.238449e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190276 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -22384484.000000 Penalty: 6036.700195
	Iteration 34Q: 3 clusters Score -2.238448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190269 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -22384516.000000 Penalty: 6036.700195
	Iteration 35Q: 3 clusters Score -2.238452e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190258 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -22384514.000000 Penalty: 6036.700195
	Iteration 36Q: 3 clusters Score -2.238451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190251 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -22384514.000000 Penalty: 6036.700195
	Iteration 37Q: 3 clusters Score -2.238451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190248 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -22384514.000000 Penalty: 6036.700195
	Iteration 38Q: 3 clusters Score -2.238451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190242 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -22384510.000000 Penalty: 6036.700195
	Iteration 39Q: 3 clusters Score -2.238451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190235 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -22384506.000000 Penalty: 6036.700195
	Iteration 40F: 3 clusters Score -2.238451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190229 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -22384498.000000 Penalty: 6036.700195
	Iteration 41Q: 3 clusters Score -2.23845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190225 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -22384488.000000 Penalty: 6036.700195
	Iteration 42Q: 3 clusters Score -2.238449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190223 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -22384508.000000 Penalty: 6036.700195
	Iteration 43Q: 3 clusters Score -2.238451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190221 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -22384494.000000 Penalty: 6036.700195
	Iteration 44Q: 3 clusters Score -2.238449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190219 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -22384492.000000 Penalty: 6036.700195
	Iteration 45Q: 3 clusters Score -2.238449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190218 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -22384492.000000 Penalty: 6036.700195
	Iteration 46Q: 3 clusters Score -2.238449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190215 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -22384496.000000 Penalty: 6036.700195
	Iteration 47Q: 3 clusters Score -2.23845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190213 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -22384492.000000 Penalty: 6036.700195
	Iteration 48Q: 3 clusters Score -2.238449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190212 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -22384484.000000 Penalty: 6036.700195
	Iteration 49Q: 3 clusters Score -2.238448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190212 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -22384484.000000 Penalty: 6036.700195
	Iteration 50F: 3 clusters Score -2.238448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Entering Unmasked Estep 
Score: -345166.812500 Penalty: 1993.470825
	Iteration 0F: 2 clusters Score -345166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -341777.125000 Penalty: 3986.941650
	Iteration 0F: 3 clusters Score -341777.1 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -342458.875000 Penalty: 3986.941650
	Iteration 1F: 3 clusters Score -342458.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -342620.625000 Penalty: 3986.941650
	Iteration 2F: 3 clusters Score -342620.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -342713.000000 Penalty: 3986.941650
	Iteration 3Q: 3 clusters Score -342713 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -342778.687500 Penalty: 3986.941650
	Iteration 4Q: 3 clusters Score -342778.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -342821.218750 Penalty: 3986.941650
	Iteration 5Q: 3 clusters Score -342821.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -342883.843750 Penalty: 3986.941650
	Iteration 6Q: 3 clusters Score -342883.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -342964.250000 Penalty: 3986.941650
	Iteration 7Q: 3 clusters Score -342964.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -343025.656250 Penalty: 3986.941650
	Iteration 8Q: 3 clusters Score -343025.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -343081.687500 Penalty: 3986.941650
	Iteration 9Q: 3 clusters Score -343081.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -343129.937500 Penalty: 3986.941650
	Iteration 10Q: 3 clusters Score -343129.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -343173.593750 Penalty: 3986.941650
	Iteration 11Q: 3 clusters Score -343173.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -343208.343750 Penalty: 3986.941650
	Iteration 12Q: 3 clusters Score -343208.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -343233.718750 Penalty: 3986.941650
	Iteration 13Q: 3 clusters Score -343233.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -343258.218750 Penalty: 3986.941650
	Iteration 14Q: 3 clusters Score -343258.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -343281.500000 Penalty: 3986.941650
	Iteration 15Q: 3 clusters Score -343281.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -343303.781250 Penalty: 3986.941650
	Iteration 16Q: 3 clusters Score -343303.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -343317.093750 Penalty: 3986.941650
	Iteration 17Q: 3 clusters Score -343317.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -343332.781250 Penalty: 3986.941650
	Iteration 18Q: 3 clusters Score -343332.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -343349.875000 Penalty: 3986.941650
	Iteration 19Q: 3 clusters Score -343349.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -343368.625000 Penalty: 3986.941650
	Iteration 20F: 3 clusters Score -343368.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -343385.281250 Penalty: 3986.941650
	Iteration 21Q: 3 clusters Score -343385.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -343400.531250 Penalty: 3986.941650
	Iteration 22Q: 3 clusters Score -343400.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -343422.218750 Penalty: 3986.941650
	Iteration 23Q: 3 clusters Score -343422.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -343443.468750 Penalty: 3986.941650
	Iteration 24Q: 3 clusters Score -343443.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -343464.531250 Penalty: 3986.941650
	Iteration 25Q: 3 clusters Score -343464.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -343488.531250 Penalty: 3986.941650
	Iteration 26Q: 3 clusters Score -343488.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -343505.812500 Penalty: 3986.941650
	Iteration 27Q: 3 clusters Score -343505.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -343514.718750 Penalty: 3986.941650
	Iteration 28Q: 3 clusters Score -343514.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -343527.781250 Penalty: 3986.941650
	Iteration 29Q: 3 clusters Score -343527.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -343541.125000 Penalty: 3986.941650
	Iteration 30Q: 3 clusters Score -343541.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -343548.593750 Penalty: 3986.941650
	Iteration 31Q: 3 clusters Score -343548.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -343557.312500 Penalty: 3986.941650
	Iteration 32Q: 3 clusters Score -343557.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -343567.281250 Penalty: 3986.941650
	Iteration 33Q: 3 clusters Score -343567.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -343579.062500 Penalty: 3986.941650
	Iteration 34Q: 3 clusters Score -343579.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -343586.343750 Penalty: 3986.941650
	Iteration 35Q: 3 clusters Score -343586.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -343591.250000 Penalty: 3986.941650
	Iteration 36Q: 3 clusters Score -343591.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -343596.906250 Penalty: 3986.941650
	Iteration 37Q: 3 clusters Score -343596.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -343601.781250 Penalty: 3986.941650
	Iteration 38Q: 3 clusters Score -343601.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -343605.750000 Penalty: 3986.941650
	Iteration 39Q: 3 clusters Score -343605.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -343608.281250 Penalty: 3986.941650
	Iteration 40F: 3 clusters Score -343608.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -343611.125000 Penalty: 3986.941650
	Iteration 41Q: 3 clusters Score -343611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -343612.406250 Penalty: 3986.941650
	Iteration 42Q: 3 clusters Score -343612.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -343613.343750 Penalty: 3986.941650
	Iteration 43Q: 3 clusters Score -343613.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -343613.343750 Penalty: 3986.941650
	Iteration 44F: 3 clusters Score -343613.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -132610.968750 Penalty: 1773.568359
	Iteration 0F: 2 clusters Score -132611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -130511.562500 Penalty: 3547.136719
	Iteration 0F: 3 clusters Score -130511.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -130901.484375 Penalty: 3547.136719
	Iteration 1F: 3 clusters Score -130901.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131036.062500 Penalty: 3547.136719
	Iteration 2F: 3 clusters Score -131036.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -131118.796875 Penalty: 3547.136719
	Iteration 3Q: 3 clusters Score -131118.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131182.515625 Penalty: 3547.136719
	Iteration 4Q: 3 clusters Score -131182.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -131234.687500 Penalty: 3547.136719
	Iteration 5Q: 3 clusters Score -131234.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -131286.937500 Penalty: 3547.136719
	Iteration 6Q: 3 clusters Score -131286.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -131348.234375 Penalty: 3547.136719
	Iteration 7Q: 3 clusters Score -131348.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -131381.593750 Penalty: 3547.136719
	Iteration 8Q: 3 clusters Score -131381.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -131419.812500 Penalty: 3547.136719
	Iteration 9Q: 3 clusters Score -131419.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -131445.281250 Penalty: 3547.136719
	Iteration 10Q: 3 clusters Score -131445.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -131460.421875 Penalty: 3547.136719
	Iteration 11Q: 3 clusters Score -131460.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -131491.812500 Penalty: 3547.136719
	Iteration 12Q: 3 clusters Score -131491.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -131512.593750 Penalty: 3547.136719
	Iteration 13Q: 3 clusters Score -131512.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -131527.078125 Penalty: 3547.136719
	Iteration 14Q: 3 clusters Score -131527.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -131542.281250 Penalty: 3547.136719
	Iteration 15Q: 3 clusters Score -131542.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -131554.140625 Penalty: 3547.136719
	Iteration 16Q: 3 clusters Score -131554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -131559.968750 Penalty: 3547.136719
	Iteration 17Q: 3 clusters Score -131560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -131562.484375 Penalty: 3547.136719
	Iteration 18Q: 3 clusters Score -131562.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -131566.843750 Penalty: 3547.136719
	Iteration 19Q: 3 clusters Score -131566.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -131593.328125 Penalty: 3547.136719
	Iteration 20F: 3 clusters Score -131593.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -131684.828125 Penalty: 3547.136719
	Iteration 21Q: 3 clusters Score -131684.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -131734.000000 Penalty: 3547.136719
	Iteration 22Q: 3 clusters Score -131734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -131766.328125 Penalty: 3547.136719
	Iteration 23Q: 3 clusters Score -131766.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -131795.546875 Penalty: 3547.136719
	Iteration 24Q: 3 clusters Score -131795.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -131813.015625 Penalty: 3547.136719
	Iteration 25Q: 3 clusters Score -131813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -131827.546875 Penalty: 3547.136719
	Iteration 26Q: 3 clusters Score -131827.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -131848.453125 Penalty: 3547.136719
	Iteration 27Q: 3 clusters Score -131848.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -131857.625000 Penalty: 3547.136719
	Iteration 28Q: 3 clusters Score -131857.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -131861.765625 Penalty: 3547.136719
	Iteration 29Q: 3 clusters Score -131861.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -131863.031250 Penalty: 3547.136719
	Iteration 30Q: 3 clusters Score -131863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -131864.218750 Penalty: 3547.136719
	Iteration 31Q: 3 clusters Score -131864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -131867.078125 Penalty: 3547.136719
	Iteration 32Q: 3 clusters Score -131867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -131873.593750 Penalty: 3547.136719
	Iteration 33Q: 3 clusters Score -131873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -131875.843750 Penalty: 3547.136719
	Iteration 34Q: 3 clusters Score -131875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -131879.078125 Penalty: 3547.136719
	Iteration 35Q: 3 clusters Score -131879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -131882.281250 Penalty: 3547.136719
	Iteration 36Q: 3 clusters Score -131882.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -131883.890625 Penalty: 3547.136719
	Iteration 37Q: 3 clusters Score -131883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -131902.921875 Penalty: 3547.136719
	Iteration 38F: 3 clusters Score -131902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -131970.843750 Penalty: 3547.136719
	Iteration 39Q: 3 clusters Score -131970.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -132002.703125 Penalty: 3547.136719
	Iteration 40F: 3 clusters Score -132002.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -132026.140625 Penalty: 3547.136719
	Iteration 41Q: 3 clusters Score -132026.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -132043.187500 Penalty: 3547.136719
	Iteration 42Q: 3 clusters Score -132043.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -132055.750000 Penalty: 3547.136719
	Iteration 43Q: 3 clusters Score -132055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -132057.312500 Penalty: 3547.136719
	Iteration 44Q: 3 clusters Score -132057.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -132060.203125 Penalty: 3547.136719
	Iteration 45Q: 3 clusters Score -132060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -132062.109375 Penalty: 3547.136719
	Iteration 46Q: 3 clusters Score -132062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -132064.515625 Penalty: 3547.136719
	Iteration 47Q: 3 clusters Score -132064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -132065.234375 Penalty: 3547.136719
	Iteration 48Q: 3 clusters Score -132065.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -132066.046875 Penalty: 3547.136719
	Iteration 49Q: 3 clusters Score -132066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -132066.046875 Penalty: 3547.136719
	Iteration 50F: 3 clusters Score -132066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Entering Unmasked Estep 
Score: -3384887.250000 Penalty: 2549.577148
	Iteration 0F: 2 clusters Score -3384887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3364795.000000 Penalty: 5099.154297
	Iteration 0F: 3 clusters Score -3364795 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3371880.500000 Penalty: 5099.154297
	Iteration 1F: 3 clusters Score -3371880 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3372276.250000 Penalty: 5099.154297
	Iteration 2Q: 3 clusters Score -3372276 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3372629.750000 Penalty: 5099.154297
	Iteration 3Q: 3 clusters Score -3372630 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3373034.500000 Penalty: 5099.154297
	Iteration 4Q: 3 clusters Score -3373034 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -3373472.500000 Penalty: 5099.154297
	Iteration 5Q: 3 clusters Score -3373472 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3374114.250000 Penalty: 5099.154297
	Iteration 6Q: 3 clusters Score -3374114 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3375109.750000 Penalty: 5099.154297
	Iteration 7F: 3 clusters Score -3375110 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3376592.250000 Penalty: 5099.154297
	Iteration 8F: 3 clusters Score -3376592 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3378539.750000 Penalty: 5099.154297
	Iteration 9F: 3 clusters Score -3378540 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3380438.500000 Penalty: 5099.154297
	Iteration 10F: 3 clusters Score -3380438 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3381829.000000 Penalty: 5099.154297
	Iteration 11Q: 3 clusters Score -3381829 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3382788.500000 Penalty: 5099.154297
	Iteration 12Q: 3 clusters Score -3382788 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3383350.000000 Penalty: 5099.154297
	Iteration 13Q: 3 clusters Score -3383350 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -3383560.750000 Penalty: 5099.154297
	Iteration 14Q: 3 clusters Score -3383561 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3383649.250000 Penalty: 5099.154297
	Iteration 15Q: 3 clusters Score -3383649 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -3383701.000000 Penalty: 5099.154297
	Iteration 16Q: 3 clusters Score -3383701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3383727.250000 Penalty: 5099.154297
	Iteration 17Q: 3 clusters Score -3383727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3383740.250000 Penalty: 5099.154297
	Iteration 18Q: 3 clusters Score -3383740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3383752.250000 Penalty: 5099.154297
	Iteration 19Q: 3 clusters Score -3383752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3383751.000000 Penalty: 5099.154297
	Iteration 20F: 3 clusters Score -3383751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3383756.250000 Penalty: 5099.154297
	Iteration 21Q: 3 clusters Score -3383756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3383755.750000 Penalty: 5099.154297
	Iteration 22Q: 3 clusters Score -3383756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3383761.000000 Penalty: 5099.154297
	Iteration 23Q: 3 clusters Score -3383761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3383764.750000 Penalty: 5099.154297
	Iteration 24Q: 3 clusters Score -3383765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3383766.750000 Penalty: 5099.154297
	Iteration 25Q: 3 clusters Score -3383767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3383766.000000 Penalty: 5099.154297
	Iteration 26Q: 3 clusters Score -3383766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3383768.250000 Penalty: 5099.154297
	Iteration 27Q: 3 clusters Score -3383768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -3383769.500000 Penalty: 5099.154297
	Iteration 28Q: 3 clusters Score -3383770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -3383769.500000 Penalty: 5099.154297
	Iteration 29F: 3 clusters Score -3383770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -20574.373047 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -20574.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19489.269531 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -19489.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19546.873047 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -19546.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19581.232422 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -19581.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19585.431641 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -19585.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19585.431641 Penalty: 2642.626465
	Iteration 4F: 3 clusters Score -19585.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (124945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124945 members 
Entering Unmasked Estep 
Score: -14658746.000000 Penalty: 2910.436035
	Iteration 0F: 2 clusters Score -1.465875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -14575417.000000 Penalty: 5820.872070
	Iteration 0F: 3 clusters Score -1.457542e+07 nChanged 59199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -14610028.000000 Penalty: 5820.872070
	Iteration 1F: 3 clusters Score -1.461003e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -14611519.000000 Penalty: 5820.872070
	Iteration 2Q: 3 clusters Score -1.461152e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -14613347.000000 Penalty: 5820.872070
	Iteration 3Q: 3 clusters Score -1.461335e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -14615699.000000 Penalty: 5820.872070
	Iteration 4Q: 3 clusters Score -1.46157e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -14619032.000000 Penalty: 5820.872070
	Iteration 5Q: 3 clusters Score -1.461903e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -14623316.000000 Penalty: 5820.872070
	Iteration 6F: 3 clusters Score -1.462332e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -14628804.000000 Penalty: 5820.872070
	Iteration 7F: 3 clusters Score -1.46288e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 77197 members 
Entering Unmasked Estep 
Score: -14634105.000000 Penalty: 5820.872070
	Iteration 8F: 3 clusters Score -1.46341e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -14638007.000000 Penalty: 5820.872070
	Iteration 9F: 3 clusters Score -1.463801e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -14640002.000000 Penalty: 5820.872070
	Iteration 10Q: 3 clusters Score -1.464e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -14640768.000000 Penalty: 5820.872070
	Iteration 11Q: 3 clusters Score -1.464077e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -14641219.000000 Penalty: 5820.872070
	Iteration 12Q: 3 clusters Score -1.464122e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -14641584.000000 Penalty: 5820.872070
	Iteration 13Q: 3 clusters Score -1.464158e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 86061 members 
Entering Unmasked Estep 
Score: -14641880.000000 Penalty: 5820.872070
	Iteration 14Q: 3 clusters Score -1.464188e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 87615 members 
Entering Unmasked Estep 
Score: -14642342.000000 Penalty: 5820.872070
	Iteration 15Q: 3 clusters Score -1.464234e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 89178 members 
Entering Unmasked Estep 
Score: -14642752.000000 Penalty: 5820.872070
	Iteration 16Q: 3 clusters Score -1.464275e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -14643105.000000 Penalty: 5820.872070
	Iteration 17Q: 3 clusters Score -1.46431e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 92671 members 
Entering Unmasked Estep 
Score: -14643784.000000 Penalty: 5820.872070
	Iteration 18Q: 3 clusters Score -1.464378e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 94544 members 
Entering Unmasked Estep 
Score: -14644265.000000 Penalty: 5820.872070
	Iteration 19Q: 3 clusters Score -1.464426e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 96461 members 
Entering Unmasked Estep 
Score: -14644865.000000 Penalty: 5820.872070
	Iteration 20F: 3 clusters Score -1.464486e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 98493 members 
Entering Unmasked Estep 
Score: -14645530.000000 Penalty: 5820.872070
	Iteration 21Q: 3 clusters Score -1.464553e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -14646242.000000 Penalty: 5820.872070
	Iteration 22Q: 3 clusters Score -1.464624e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -14647142.000000 Penalty: 5820.872070
	Iteration 23Q: 3 clusters Score -1.464714e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
Score: -14648071.000000 Penalty: 5820.872070
	Iteration 24Q: 3 clusters Score -1.464807e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 106934 members 
Entering Unmasked Estep 
Score: -14649069.000000 Penalty: 5820.872070
	Iteration 25Q: 3 clusters Score -1.464907e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 108995 members 
Entering Unmasked Estep 
Score: -14650129.000000 Penalty: 5820.872070
	Iteration 26Q: 3 clusters Score -1.465013e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 110916 members 
Entering Unmasked Estep 
Score: -14651023.000000 Penalty: 5820.872070
	Iteration 27Q: 3 clusters Score -1.465102e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 112625 members 
Entering Unmasked Estep 
Score: -14651779.000000 Penalty: 5820.872070
	Iteration 28Q: 3 clusters Score -1.465178e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 114153 members 
Entering Unmasked Estep 
Score: -14652534.000000 Penalty: 5820.872070
	Iteration 29Q: 3 clusters Score -1.465253e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 115509 members 
Entering Unmasked Estep 
Score: -14653152.000000 Penalty: 5820.872070
	Iteration 30Q: 3 clusters Score -1.465315e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 116707 members 
Entering Unmasked Estep 
Score: -14653666.000000 Penalty: 5820.872070
	Iteration 31Q: 3 clusters Score -1.465367e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 117746 members 
Entering Unmasked Estep 
Score: -14654090.000000 Penalty: 5820.872070
	Iteration 32Q: 3 clusters Score -1.465409e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 118667 members 
Entering Unmasked Estep 
Score: -14654464.000000 Penalty: 5820.872070
	Iteration 33Q: 3 clusters Score -1.465446e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 119408 members 
Entering Unmasked Estep 
Score: -14654737.000000 Penalty: 5820.872070
	Iteration 34Q: 3 clusters Score -1.465474e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 120050 members 
Entering Unmasked Estep 
Score: -14655054.000000 Penalty: 5820.872070
	Iteration 35Q: 3 clusters Score -1.465505e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 120604 members 
Entering Unmasked Estep 
Score: -14655295.000000 Penalty: 5820.872070
	Iteration 36Q: 3 clusters Score -1.46553e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 121042 members 
Entering Unmasked Estep 
Score: -14655407.000000 Penalty: 5820.872070
	Iteration 37Q: 3 clusters Score -1.465541e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 121397 members 
Entering Unmasked Estep 
Score: -14655560.000000 Penalty: 5820.872070
	Iteration 38Q: 3 clusters Score -1.465556e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 121694 members 
Entering Unmasked Estep 
Score: -14655642.000000 Penalty: 5820.872070
	Iteration 39Q: 3 clusters Score -1.465564e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 121972 members 
Entering Unmasked Estep 
Score: -14655735.000000 Penalty: 5820.872070
	Iteration 40F: 3 clusters Score -1.465574e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 122207 members 
Entering Unmasked Estep 
Score: -14655821.000000 Penalty: 5820.872070
	Iteration 41Q: 3 clusters Score -1.465582e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 122405 members 
Entering Unmasked Estep 
Score: -14655902.000000 Penalty: 5820.872070
	Iteration 42Q: 3 clusters Score -1.46559e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 122583 members 
Entering Unmasked Estep 
Score: -14655981.000000 Penalty: 5820.872070
	Iteration 43Q: 3 clusters Score -1.465598e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 122728 members 
Entering Unmasked Estep 
Score: -14656016.000000 Penalty: 5820.872070
	Iteration 44Q: 3 clusters Score -1.465602e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 122849 members 
Entering Unmasked Estep 
Score: -14656078.000000 Penalty: 5820.872070
	Iteration 45Q: 3 clusters Score -1.465608e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 122965 members 
Entering Unmasked Estep 
Score: -14656107.000000 Penalty: 5820.872070
	Iteration 46Q: 3 clusters Score -1.465611e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 123051 members 
Entering Unmasked Estep 
Score: -14656144.000000 Penalty: 5820.872070
	Iteration 47Q: 3 clusters Score -1.465614e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 123127 members 
Entering Unmasked Estep 
Score: -14656170.000000 Penalty: 5820.872070
	Iteration 48Q: 3 clusters Score -1.465617e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 123196 members 
Entering Unmasked Estep 
Score: -14656193.000000 Penalty: 5820.872070
	Iteration 49Q: 3 clusters Score -1.465619e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 123262 members 
Entering Unmasked Estep 
Score: -14656202.000000 Penalty: 5820.872070
	Iteration 50Q: 3 clusters Score -1.46562e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 123306 members 
Entering Unmasked Estep 
Score: -14656224.000000 Penalty: 5820.872070
	Iteration 51Q: 3 clusters Score -1.465622e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 123350 members 
Entering Unmasked Estep 
Score: -14656241.000000 Penalty: 5820.872070
	Iteration 52Q: 3 clusters Score -1.465624e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 123387 members 
Entering Unmasked Estep 
Score: -14656258.000000 Penalty: 5820.872070
	Iteration 53Q: 3 clusters Score -1.465626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 123411 members 
Entering Unmasked Estep 
Score: -14656276.000000 Penalty: 5820.872070
	Iteration 54Q: 3 clusters Score -1.465628e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 123441 members 
Entering Unmasked Estep 
Score: -14656290.000000 Penalty: 5820.872070
	Iteration 55Q: 3 clusters Score -1.465629e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 123471 members 
Entering Unmasked Estep 
Score: -14656299.000000 Penalty: 5820.872070
	Iteration 56Q: 3 clusters Score -1.46563e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 123498 members 
Entering Unmasked Estep 
Score: -14656290.000000 Penalty: 5820.872070
	Iteration 57Q: 3 clusters Score -1.465629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 123525 members 
Entering Unmasked Estep 
Score: -14656281.000000 Penalty: 5820.872070
	Iteration 58Q: 3 clusters Score -1.465628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 123540 members 
Entering Unmasked Estep 
Score: -14656287.000000 Penalty: 5820.872070
	Iteration 59Q: 3 clusters Score -1.465629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 123547 members 
Entering Unmasked Estep 
Score: -14656287.000000 Penalty: 5820.872070
	Iteration 60F: 3 clusters Score -1.465629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 123556 members 
Entering Unmasked Estep 
Score: -14656284.000000 Penalty: 5820.872070
	Iteration 61Q: 3 clusters Score -1.465628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 123564 members 
Entering Unmasked Estep 
Score: -14656283.000000 Penalty: 5820.872070
	Iteration 62Q: 3 clusters Score -1.465628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 123575 members 
Entering Unmasked Estep 
Score: -14656304.000000 Penalty: 5820.872070
	Iteration 63Q: 3 clusters Score -1.46563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 123584 members 
Entering Unmasked Estep 
Score: -14656313.000000 Penalty: 5820.872070
	Iteration 64Q: 3 clusters Score -1.465631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 123594 members 
Entering Unmasked Estep 
Score: -14656327.000000 Penalty: 5820.872070
	Iteration 65Q: 3 clusters Score -1.465633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 123598 members 
Entering Unmasked Estep 
Score: -14656318.000000 Penalty: 5820.872070
	Iteration 66Q: 3 clusters Score -1.465632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 123603 members 
Entering Unmasked Estep 
Score: -14656315.000000 Penalty: 5820.872070
	Iteration 67Q: 3 clusters Score -1.465632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 123609 members 
Entering Unmasked Estep 
Score: -14656311.000000 Penalty: 5820.872070
	Iteration 68Q: 3 clusters Score -1.465631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 123615 members 
Entering Unmasked Estep 
Score: -14656340.000000 Penalty: 5820.872070
	Iteration 69Q: 3 clusters Score -1.465634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 123618 members 
Entering Unmasked Estep 
Score: -14656348.000000 Penalty: 5820.872070
	Iteration 70Q: 3 clusters Score -1.465635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 123623 members 
Entering Unmasked Estep 
Score: -14656334.000000 Penalty: 5820.872070
	Iteration 71Q: 3 clusters Score -1.465633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 123625 members 
Entering Unmasked Estep 
Score: -14656331.000000 Penalty: 5820.872070
	Iteration 72Q: 3 clusters Score -1.465633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 123626 members 
Entering Unmasked Estep 
Score: -14656345.000000 Penalty: 5820.872070
	Iteration 73Q: 3 clusters Score -1.465634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 123632 members 
Entering Unmasked Estep 
Score: -14656346.000000 Penalty: 5820.872070
	Iteration 74Q: 3 clusters Score -1.465635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 123637 members 
Entering Unmasked Estep 
Score: -14656350.000000 Penalty: 5820.872070
	Iteration 75Q: 3 clusters Score -1.465635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 123643 members 
Entering Unmasked Estep 
Score: -14656349.000000 Penalty: 5820.872070
	Iteration 76Q: 3 clusters Score -1.465635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 123650 members 
Entering Unmasked Estep 
Score: -14656352.000000 Penalty: 5820.872070
	Iteration 77Q: 3 clusters Score -1.465635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 123655 members 
Entering Unmasked Estep 
Score: -14656344.000000 Penalty: 5820.872070
	Iteration 78Q: 3 clusters Score -1.465634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 123658 members 
Entering Unmasked Estep 
Score: -14656347.000000 Penalty: 5820.872070
	Iteration 79Q: 3 clusters Score -1.465635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 123663 members 
Entering Unmasked Estep 
Score: -14656356.000000 Penalty: 5820.872070
	Iteration 80F: 3 clusters Score -1.465636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 123667 members 
Entering Unmasked Estep 
Score: -14656352.000000 Penalty: 5820.872070
	Iteration 81Q: 3 clusters Score -1.465635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 123666 members 
Entering Unmasked Estep 
Score: -14656352.000000 Penalty: 5820.872070
	Iteration 82Q: 3 clusters Score -1.465635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 123667 members 
Entering Unmasked Estep 
Score: -14656358.000000 Penalty: 5820.872070
	Iteration 83Q: 3 clusters Score -1.465636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 123667 members 
Entering Unmasked Estep 
Score: -14656358.000000 Penalty: 5820.872070
	Iteration 84F: 3 clusters Score -1.465636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -242884.453125 Penalty: 1895.107910
	Iteration 0F: 2 clusters Score -242884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -240179.703125 Penalty: 3790.215820
	Iteration 0F: 3 clusters Score -240179.7 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -240630.250000 Penalty: 3790.215820
	Iteration 1F: 3 clusters Score -240630.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -240755.593750 Penalty: 3790.215820
	Iteration 2F: 3 clusters Score -240755.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -240827.156250 Penalty: 3790.215820
	Iteration 3Q: 3 clusters Score -240827.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -240879.375000 Penalty: 3790.215820
	Iteration 4Q: 3 clusters Score -240879.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -240912.515625 Penalty: 3790.215820
	Iteration 5Q: 3 clusters Score -240912.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -240931.000000 Penalty: 3790.215820
	Iteration 6Q: 3 clusters Score -240931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -240950.515625 Penalty: 3790.215820
	Iteration 7Q: 3 clusters Score -240950.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -240966.156250 Penalty: 3790.215820
	Iteration 8Q: 3 clusters Score -240966.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -240975.375000 Penalty: 3790.215820
	Iteration 9Q: 3 clusters Score -240975.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -240982.562500 Penalty: 3790.215820
	Iteration 10Q: 3 clusters Score -240982.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -240991.875000 Penalty: 3790.215820
	Iteration 11Q: 3 clusters Score -240991.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -241002.468750 Penalty: 3790.215820
	Iteration 12Q: 3 clusters Score -241002.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -241011.656250 Penalty: 3790.215820
	Iteration 13Q: 3 clusters Score -241011.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -241018.906250 Penalty: 3790.215820
	Iteration 14Q: 3 clusters Score -241018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -241021.859375 Penalty: 3790.215820
	Iteration 15Q: 3 clusters Score -241021.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -241023.000000 Penalty: 3790.215820
	Iteration 16Q: 3 clusters Score -241023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -241025.031250 Penalty: 3790.215820
	Iteration 17Q: 3 clusters Score -241025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -241026.484375 Penalty: 3790.215820
	Iteration 18Q: 3 clusters Score -241026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -241028.046875 Penalty: 3790.215820
	Iteration 19Q: 3 clusters Score -241028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -241031.734375 Penalty: 3790.215820
	Iteration 20F: 3 clusters Score -241031.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -241036.703125 Penalty: 3790.215820
	Iteration 21Q: 3 clusters Score -241036.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -241037.796875 Penalty: 3790.215820
	Iteration 22Q: 3 clusters Score -241037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -241038.218750 Penalty: 3790.215820
	Iteration 23Q: 3 clusters Score -241038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -241038.218750 Penalty: 3790.215820
	Iteration 24F: 3 clusters Score -241038.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -92175.375000 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -92175.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -90329.828125 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -90329.83 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -90603.992188 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -90603.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -90689.101562 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -90689.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -90725.054688 Penalty: 3341.535645
	Iteration 3Q: 3 clusters Score -90725.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -90755.625000 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -90755.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -90791.101562 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -90791.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90819.375000 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -90819.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -90851.554688 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -90851.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -90874.265625 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -90874.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90885.531250 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -90885.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -90888.867188 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -90888.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -90891.812500 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -90891.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -90891.812500 Penalty: 3341.535645
	Iteration 12F: 3 clusters Score -90891.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Entering Unmasked Estep 
Score: -2599256.000000 Penalty: 2481.386963
	Iteration 0F: 2 clusters Score -2599256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2583723.750000 Penalty: 4962.773926
	Iteration 0F: 3 clusters Score -2583724 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2588968.500000 Penalty: 4962.773926
	Iteration 1F: 3 clusters Score -2588968 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2589440.000000 Penalty: 4962.773926
	Iteration 2F: 3 clusters Score -2589440 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2589924.750000 Penalty: 4962.773926
	Iteration 3Q: 3 clusters Score -2589925 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2590434.250000 Penalty: 4962.773926
	Iteration 4Q: 3 clusters Score -2590434 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2590999.500000 Penalty: 4962.773926
	Iteration 5Q: 3 clusters Score -2591000 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2591634.000000 Penalty: 4962.773926
	Iteration 6Q: 3 clusters Score -2591634 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2592262.500000 Penalty: 4962.773926
	Iteration 7Q: 3 clusters Score -2592262 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2592903.250000 Penalty: 4962.773926
	Iteration 8Q: 3 clusters Score -2592903 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2593514.000000 Penalty: 4962.773926
	Iteration 9Q: 3 clusters Score -2593514 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2594087.000000 Penalty: 4962.773926
	Iteration 10Q: 3 clusters Score -2594087 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2594593.250000 Penalty: 4962.773926
	Iteration 11Q: 3 clusters Score -2594593 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2594970.750000 Penalty: 4962.773926
	Iteration 12Q: 3 clusters Score -2594971 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2595273.000000 Penalty: 4962.773926
	Iteration 13Q: 3 clusters Score -2595273 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2595547.000000 Penalty: 4962.773926
	Iteration 14Q: 3 clusters Score -2595547 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2595788.500000 Penalty: 4962.773926
	Iteration 15Q: 3 clusters Score -2595788 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2595981.000000 Penalty: 4962.773926
	Iteration 16Q: 3 clusters Score -2595981 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2596158.000000 Penalty: 4962.773926
	Iteration 17Q: 3 clusters Score -2596158 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2596295.000000 Penalty: 4962.773926
	Iteration 18Q: 3 clusters Score -2596295 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2596433.000000 Penalty: 4962.773926
	Iteration 19Q: 3 clusters Score -2596433 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2596571.250000 Penalty: 4962.773926
	Iteration 20F: 3 clusters Score -2596571 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2596688.250000 Penalty: 4962.773926
	Iteration 21Q: 3 clusters Score -2596688 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2596762.000000 Penalty: 4962.773926
	Iteration 22Q: 3 clusters Score -2596762 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2596843.000000 Penalty: 4962.773926
	Iteration 23Q: 3 clusters Score -2596843 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2596908.000000 Penalty: 4962.773926
	Iteration 24Q: 3 clusters Score -2596908 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2596965.500000 Penalty: 4962.773926
	Iteration 25Q: 3 clusters Score -2596966 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2597004.500000 Penalty: 4962.773926
	Iteration 26Q: 3 clusters Score -2597004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2597041.000000 Penalty: 4962.773926
	Iteration 27Q: 3 clusters Score -2597041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2597069.250000 Penalty: 4962.773926
	Iteration 28Q: 3 clusters Score -2597069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2597094.250000 Penalty: 4962.773926
	Iteration 29Q: 3 clusters Score -2597094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2597107.250000 Penalty: 4962.773926
	Iteration 30Q: 3 clusters Score -2597107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2597121.250000 Penalty: 4962.773926
	Iteration 31Q: 3 clusters Score -2597121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2597133.250000 Penalty: 4962.773926
	Iteration 32Q: 3 clusters Score -2597133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2597147.750000 Penalty: 4962.773926
	Iteration 33Q: 3 clusters Score -2597148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2597154.000000 Penalty: 4962.773926
	Iteration 34Q: 3 clusters Score -2597154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2597160.750000 Penalty: 4962.773926
	Iteration 35Q: 3 clusters Score -2597161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2597164.250000 Penalty: 4962.773926
	Iteration 36Q: 3 clusters Score -2597164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2597163.250000 Penalty: 4962.773926
	Iteration 37Q: 3 clusters Score -2597163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2597170.000000 Penalty: 4962.773926
	Iteration 38Q: 3 clusters Score -2597170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2597173.750000 Penalty: 4962.773926
	Iteration 39Q: 3 clusters Score -2597174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2597180.750000 Penalty: 4962.773926
	Iteration 40F: 3 clusters Score -2597181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2597186.500000 Penalty: 4962.773926
	Iteration 41Q: 3 clusters Score -2597186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2597199.000000 Penalty: 4962.773926
	Iteration 42Q: 3 clusters Score -2597199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2597203.500000 Penalty: 4962.773926
	Iteration 43Q: 3 clusters Score -2597204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2597208.500000 Penalty: 4962.773926
	Iteration 44Q: 3 clusters Score -2597208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2597211.750000 Penalty: 4962.773926
	Iteration 45Q: 3 clusters Score -2597212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2597217.000000 Penalty: 4962.773926
	Iteration 46Q: 3 clusters Score -2597217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2597215.500000 Penalty: 4962.773926
	Iteration 47Q: 3 clusters Score -2597216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2597220.250000 Penalty: 4962.773926
	Iteration 48Q: 3 clusters Score -2597220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2597222.500000 Penalty: 4962.773926
	Iteration 49Q: 3 clusters Score -2597222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2597223.500000 Penalty: 4962.773926
	Iteration 50Q: 3 clusters Score -2597224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2597224.500000 Penalty: 4962.773926
	Iteration 51Q: 3 clusters Score -2597224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2597224.750000 Penalty: 4962.773926
	Iteration 52Q: 3 clusters Score -2597225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2597224.750000 Penalty: 4962.773926
	Iteration 53F: 3 clusters Score -2597225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Entering Unmasked Estep 
Score: -5181845.500000 Penalty: 2660.471191
	Iteration 0F: 2 clusters Score -5181846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -5151082.500000 Penalty: 5320.942383
	Iteration 0F: 3 clusters Score -5151082 nChanged 20903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -5162656.000000 Penalty: 5320.942383
	Iteration 1F: 3 clusters Score -5162656 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5163237.000000 Penalty: 5320.942383
	Iteration 2Q: 3 clusters Score -5163237 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -5163937.000000 Penalty: 5320.942383
	Iteration 3Q: 3 clusters Score -5163937 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -5165033.500000 Penalty: 5320.942383
	Iteration 4F: 3 clusters Score -5165034 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -5166618.000000 Penalty: 5320.942383
	Iteration 5F: 3 clusters Score -5166618 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -5169106.500000 Penalty: 5320.942383
	Iteration 6F: 3 clusters Score -5169106 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -5172530.500000 Penalty: 5320.942383
	Iteration 7F: 3 clusters Score -5172530 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -5176052.000000 Penalty: 5320.942383
	Iteration 8F: 3 clusters Score -5176052 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5178267.500000 Penalty: 5320.942383
	Iteration 9Q: 3 clusters Score -5178268 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5179108.500000 Penalty: 5320.942383
	Iteration 10Q: 3 clusters Score -5179108 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5179375.000000 Penalty: 5320.942383
	Iteration 11Q: 3 clusters Score -5179375 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5179524.000000 Penalty: 5320.942383
	Iteration 12Q: 3 clusters Score -5179524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5179580.000000 Penalty: 5320.942383
	Iteration 13Q: 3 clusters Score -5179580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5179617.500000 Penalty: 5320.942383
	Iteration 14Q: 3 clusters Score -5179618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5179644.000000 Penalty: 5320.942383
	Iteration 15Q: 3 clusters Score -5179644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5179671.000000 Penalty: 5320.942383
	Iteration 16Q: 3 clusters Score -5179671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5179691.500000 Penalty: 5320.942383
	Iteration 17Q: 3 clusters Score -5179692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5179703.500000 Penalty: 5320.942383
	Iteration 18Q: 3 clusters Score -5179704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5179713.500000 Penalty: 5320.942383
	Iteration 19Q: 3 clusters Score -5179714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5179726.000000 Penalty: 5320.942383
	Iteration 20F: 3 clusters Score -5179726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5179735.000000 Penalty: 5320.942383
	Iteration 21Q: 3 clusters Score -5179735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5179742.500000 Penalty: 5320.942383
	Iteration 22Q: 3 clusters Score -5179742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5179744.500000 Penalty: 5320.942383
	Iteration 23Q: 3 clusters Score -5179744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5179744.500000 Penalty: 5320.942383
	Iteration 24F: 3 clusters Score -5179744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 206749 members 
Mstep: Class 4 contains 20161 members 
Mstep: Class 7 contains 193062 members 
Mstep: Class 8 contains 3097 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 29160 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 124945 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22150 members 
Mstep: Class 19 contains 45602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639360.000000 Penalty: 43162.746094
Iteration 119Q: 14 clusters Score -7.463936e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 206941 members 
Mstep: Class 4 contains 20172 members 
Mstep: Class 7 contains 192874 members 
Mstep: Class 8 contains 3092 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 29160 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 125022 members 
Mstep: Class 15 contains 2071 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22138 members 
Mstep: Class 19 contains 45540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639456.000000 Penalty: 43162.746094
Iteration 120F: 14 clusters Score -7.463946e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 207176 members 
Mstep: Class 4 contains 20177 members 
Mstep: Class 7 contains 192644 members 
Mstep: Class 8 contains 3088 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 29158 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 125112 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22119 members 
Mstep: Class 19 contains 45487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639840.000000 Penalty: 43162.746094
Iteration 121Q: 14 clusters Score -7.463984e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 207381 members 
Mstep: Class 4 contains 20184 members 
Mstep: Class 7 contains 192413 members 
Mstep: Class 8 contains 3084 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 29142 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125230 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22104 members 
Mstep: Class 19 contains 45434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639944.000000 Penalty: 43162.746094
Iteration 122Q: 14 clusters Score -7.463994e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2741 members 
Mstep: Class 3 contains 207669 members 
Mstep: Class 4 contains 20183 members 
Mstep: Class 7 contains 192118 members 
Mstep: Class 8 contains 3077 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 29141 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125338 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22097 members 
Mstep: Class 19 contains 45358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640208.000000 Penalty: 43162.746094
Iteration 123Q: 14 clusters Score -7.464021e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 208003 members 
Mstep: Class 4 contains 20183 members 
Mstep: Class 7 contains 191796 members 
Mstep: Class 8 contains 3071 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 29119 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125446 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22091 members 
Mstep: Class 19 contains 45279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640248.000000 Penalty: 43162.746094
Iteration 124Q: 14 clusters Score -7.464025e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 208328 members 
Mstep: Class 4 contains 20172 members 
Mstep: Class 7 contains 191465 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 1283 members 
Mstep: Class 10 contains 29109 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125575 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 22088 members 
Mstep: Class 19 contains 45188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640568.000000 Penalty: 43162.746094
Iteration 125Q: 14 clusters Score -7.464057e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2728 members 
Mstep: Class 3 contains 208643 members 
Mstep: Class 4 contains 20161 members 
Mstep: Class 7 contains 191104 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 1286 members 
Mstep: Class 10 contains 29105 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125735 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 22082 members 
Mstep: Class 19 contains 45100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640784.000000 Penalty: 43162.746094
Iteration 126Q: 14 clusters Score -7.464078e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 209019 members 
Mstep: Class 4 contains 20147 members 
Mstep: Class 7 contains 190699 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 1289 members 
Mstep: Class 10 contains 29102 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125876 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 22078 members 
Mstep: Class 19 contains 45020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641104.000000 Penalty: 43162.746094
Iteration 127Q: 14 clusters Score -7.46411e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 209389 members 
Mstep: Class 4 contains 20138 members 
Mstep: Class 7 contains 190349 members 
Mstep: Class 8 contains 3040 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 29089 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125971 members 
Mstep: Class 15 contains 2019 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 22067 members 
Mstep: Class 19 contains 44952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641272.000000 Penalty: 43162.746094
Iteration 128Q: 14 clusters Score -7.464127e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2731 members 
Mstep: Class 3 contains 209657 members 
Mstep: Class 4 contains 20136 members 
Mstep: Class 7 contains 190092 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 29074 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 126047 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 22059 members 
Mstep: Class 19 contains 44909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641376.000000 Penalty: 43162.746094
Iteration 129Q: 14 clusters Score -7.464138e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2728 members 
Mstep: Class 3 contains 209867 members 
Mstep: Class 4 contains 20131 members 
Mstep: Class 7 contains 189908 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 29064 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 126091 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 22054 members 
Mstep: Class 19 contains 44876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641680.000000 Penalty: 43162.746094
Iteration 130Q: 14 clusters Score -7.464168e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 210005 members 
Mstep: Class 4 contains 20114 members 
Mstep: Class 7 contains 189778 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 29056 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 126171 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 22037 members 
Mstep: Class 19 contains 44845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642008.000000 Penalty: 43162.746094
Iteration 131Q: 14 clusters Score -7.464201e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 210207 members 
Mstep: Class 4 contains 20114 members 
Mstep: Class 7 contains 189595 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 29048 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 126220 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 22032 members 
Mstep: Class 19 contains 44820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641904.000000 Penalty: 43162.746094
Iteration 132Q: 14 clusters Score -7.46419e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 210414 members 
Mstep: Class 4 contains 20093 members 
Mstep: Class 7 contains 189447 members 
Mstep: Class 8 contains 2993 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 29034 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 126240 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 22034 members 
Mstep: Class 19 contains 44806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642192.000000 Penalty: 43162.746094
Iteration 133Q: 14 clusters Score -7.464219e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 210705 members 
Mstep: Class 4 contains 20064 members 
Mstep: Class 7 contains 189253 members 
Mstep: Class 8 contains 2989 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 29022 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 126242 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 22038 members 
Mstep: Class 19 contains 44766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642432.000000 Penalty: 43162.746094
Iteration 134Q: 14 clusters Score -7.464243e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2728 members 
Mstep: Class 3 contains 211022 members 
Mstep: Class 4 contains 20047 members 
Mstep: Class 7 contains 189050 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 29013 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 126241 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 22025 members 
Mstep: Class 19 contains 44703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642440.000000 Penalty: 43162.746094
Iteration 135Q: 14 clusters Score -7.464244e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 211275 members 
Mstep: Class 4 contains 20040 members 
Mstep: Class 7 contains 188918 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 28999 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 126216 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 22019 members 
Mstep: Class 19 contains 44648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642816.000000 Penalty: 43162.746094
Iteration 136Q: 14 clusters Score -7.464282e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 211516 members 
Mstep: Class 4 contains 20043 members 
Mstep: Class 7 contains 188788 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 28993 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 126171 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 22021 members 
Mstep: Class 19 contains 44610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642928.000000 Penalty: 43162.746094
Iteration 137Q: 14 clusters Score -7.464293e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 211712 members 
Mstep: Class 4 contains 20055 members 
Mstep: Class 7 contains 188734 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 28983 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 126127 members 
Mstep: Class 15 contains 1871 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 22006 members 
Mstep: Class 19 contains 44549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643080.000000 Penalty: 43162.746094
Iteration 138Q: 14 clusters Score -7.464308e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 211930 members 
Mstep: Class 4 contains 20070 members 
Mstep: Class 7 contains 188683 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 28972 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 126047 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 21990 members 
Mstep: Class 19 contains 44495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643104.000000 Penalty: 43162.746094
Iteration 139Q: 14 clusters Score -7.46431e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2713 members 
Mstep: Class 3 contains 212157 members 
Mstep: Class 4 contains 20074 members 
Mstep: Class 7 contains 188609 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 28957 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125999 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 21980 members 
Mstep: Class 19 contains 44434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643160.000000 Penalty: 43162.746094
Iteration 140F: 14 clusters Score -7.464316e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 212411 members 
Mstep: Class 4 contains 20082 members 
Mstep: Class 7 contains 188497 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 28939 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125944 members 
Mstep: Class 15 contains 1838 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 21980 members 
Mstep: Class 19 contains 44375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643424.000000 Penalty: 43162.746094
Iteration 141Q: 14 clusters Score -7.464342e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 212648 members 
Mstep: Class 4 contains 20096 members 
Mstep: Class 7 contains 188338 members 
Mstep: Class 8 contains 2958 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 28924 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125928 members 
Mstep: Class 15 contains 1831 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 21984 members 
Mstep: Class 19 contains 44324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643288.000000 Penalty: 43162.746094
Iteration 142Q: 14 clusters Score -7.464329e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 212873 members 
Mstep: Class 4 contains 20109 members 
Mstep: Class 7 contains 188196 members 
Mstep: Class 8 contains 2949 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28918 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125883 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 21986 members 
Mstep: Class 19 contains 44292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643432.000000 Penalty: 43162.746094
Iteration 143Q: 14 clusters Score -7.464343e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 213086 members 
Mstep: Class 4 contains 20125 members 
Mstep: Class 7 contains 188065 members 
Mstep: Class 8 contains 2940 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28910 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125832 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 21990 members 
Mstep: Class 19 contains 44271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643568.000000 Penalty: 43162.746094
Iteration 144Q: 14 clusters Score -7.464357e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 3 contains 213245 members 
Mstep: Class 4 contains 20138 members 
Mstep: Class 7 contains 188009 members 
Mstep: Class 8 contains 2935 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28902 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125762 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 21991 members 
Mstep: Class 19 contains 44246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643712.000000 Penalty: 43162.746094
Iteration 145Q: 14 clusters Score -7.464371e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 3 contains 213410 members 
Mstep: Class 4 contains 20140 members 
Mstep: Class 7 contains 187948 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28890 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125703 members 
Mstep: Class 15 contains 1789 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 21999 members 
Mstep: Class 19 contains 44218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643656.000000 Penalty: 43162.746094
Iteration 146Q: 14 clusters Score -7.464366e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 213623 members 
Mstep: Class 4 contains 20160 members 
Mstep: Class 7 contains 187847 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28882 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125632 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 21989 members 
Mstep: Class 19 contains 44195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643920.000000 Penalty: 43162.746094
Iteration 147Q: 14 clusters Score -7.464392e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 3 contains 213888 members 
Mstep: Class 4 contains 20172 members 
Mstep: Class 7 contains 187708 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 28870 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125573 members 
Mstep: Class 15 contains 1759 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 21981 members 
Mstep: Class 19 contains 44153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643792.000000 Penalty: 43162.746094
Iteration 148Q: 14 clusters Score -7.464379e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 214145 members 
Mstep: Class 4 contains 20176 members 
Mstep: Class 7 contains 187596 members 
Mstep: Class 8 contains 2921 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28862 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125482 members 
Mstep: Class 15 contains 1748 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 21979 members 
Mstep: Class 19 contains 44115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644104.000000 Penalty: 43162.746094
Iteration 149Q: 14 clusters Score -7.46441e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 214375 members 
Mstep: Class 4 contains 20183 members 
Mstep: Class 7 contains 187507 members 
Mstep: Class 8 contains 2920 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28853 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125389 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 21975 members 
Mstep: Class 19 contains 44078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644144.000000 Penalty: 43162.746094
Iteration 150Q: 14 clusters Score -7.464414e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 214658 members 
Mstep: Class 4 contains 20185 members 
Mstep: Class 7 contains 187369 members 
Mstep: Class 8 contains 2919 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28841 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125303 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 21969 members 
Mstep: Class 19 contains 44033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644144.000000 Penalty: 43162.746094
Iteration 151Q: 14 clusters Score -7.464414e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 214955 members 
Mstep: Class 4 contains 20172 members 
Mstep: Class 7 contains 187221 members 
Mstep: Class 8 contains 2918 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28835 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125210 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 21969 members 
Mstep: Class 19 contains 43995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644104.000000 Penalty: 43162.746094
Iteration 152Q: 14 clusters Score -7.46441e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2723 members 
Mstep: Class 3 contains 215263 members 
Mstep: Class 4 contains 20159 members 
Mstep: Class 7 contains 187072 members 
Mstep: Class 8 contains 2918 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28831 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125091 members 
Mstep: Class 15 contains 1744 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 21968 members 
Mstep: Class 19 contains 43969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644120.000000 Penalty: 43162.746094
Iteration 153Q: 14 clusters Score -7.464412e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 215580 members 
Mstep: Class 4 contains 20150 members 
Mstep: Class 7 contains 186893 members 
Mstep: Class 8 contains 2918 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28829 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 125005 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 21973 members 
Mstep: Class 19 contains 43924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644184.000000 Penalty: 43162.746094
Iteration 154Q: 14 clusters Score -7.464418e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 215884 members 
Mstep: Class 4 contains 20134 members 
Mstep: Class 7 contains 186736 members 
Mstep: Class 8 contains 2917 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 28827 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 124911 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 21969 members 
Mstep: Class 19 contains 43895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644144.000000 Penalty: 43162.746094
Iteration 155Q: 14 clusters Score -7.464414e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 216200 members 
Mstep: Class 4 contains 20124 members 
Mstep: Class 7 contains 186587 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28829 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 124794 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 21968 members 
Mstep: Class 19 contains 43860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643936.000000 Penalty: 43162.746094
Iteration 156Q: 14 clusters Score -7.464394e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2728 members 
Mstep: Class 3 contains 216527 members 
Mstep: Class 4 contains 20123 members 
Mstep: Class 7 contains 186434 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28832 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 124662 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 21966 members 
Mstep: Class 19 contains 43823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3317.617188 but Gain 3320.210938
Score: -74643912.000000 Penalty: 39842.535156
Iteration 157Q: 13 clusters Score -7.464391e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 216930 members 
Mstep: Class 4 contains 20487 members 
Mstep: Class 7 contains 186834 members 
Mstep: Class 8 contains 2912 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 28852 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 124832 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 21972 members 
Mstep: Class 19 contains 43797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645952.000000 Penalty: 39842.535156
Iteration 158Q: 13 clusters Score -7.464595e+07 nChanged 1526
Entering ConstructFrom: 
Score: -74645952.000000 Penalty: 39842.535156
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: -384211.687500 Penalty: 2010.639893
	Iteration 0F: 2 clusters Score -384211.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -380755.500000 Penalty: 4021.279785
	Iteration 0F: 3 clusters Score -380755.5 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -381467.343750 Penalty: 4021.279785
	Iteration 1F: 3 clusters Score -381467.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -381618.281250 Penalty: 4021.279785
	Iteration 2F: 3 clusters Score -381618.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -381691.843750 Penalty: 4021.279785
	Iteration 3Q: 3 clusters Score -381691.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -381742.812500 Penalty: 4021.279785
	Iteration 4Q: 3 clusters Score -381742.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -381772.781250 Penalty: 4021.279785
	Iteration 5Q: 3 clusters Score -381772.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -381789.906250 Penalty: 4021.279785
	Iteration 6Q: 3 clusters Score -381789.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -381805.156250 Penalty: 4021.279785
	Iteration 7Q: 3 clusters Score -381805.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -381820.906250 Penalty: 4021.279785
	Iteration 8Q: 3 clusters Score -381820.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -381834.500000 Penalty: 4021.279785
	Iteration 9Q: 3 clusters Score -381834.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -381846.656250 Penalty: 4021.279785
	Iteration 10Q: 3 clusters Score -381846.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -381860.656250 Penalty: 4021.279785
	Iteration 11Q: 3 clusters Score -381860.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -381875.468750 Penalty: 4021.279785
	Iteration 12Q: 3 clusters Score -381875.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -381886.375000 Penalty: 4021.279785
	Iteration 13Q: 3 clusters Score -381886.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -381901.437500 Penalty: 4021.279785
	Iteration 14Q: 3 clusters Score -381901.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -381917.750000 Penalty: 4021.279785
	Iteration 15Q: 3 clusters Score -381917.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -381936.187500 Penalty: 4021.279785
	Iteration 16Q: 3 clusters Score -381936.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -381948.156250 Penalty: 4021.279785
	Iteration 17Q: 3 clusters Score -381948.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -381954.531250 Penalty: 4021.279785
	Iteration 18Q: 3 clusters Score -381954.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -381960.250000 Penalty: 4021.279785
	Iteration 19Q: 3 clusters Score -381960.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -381964.312500 Penalty: 4021.279785
	Iteration 20F: 3 clusters Score -381964.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -381967.375000 Penalty: 4021.279785
	Iteration 21Q: 3 clusters Score -381967.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -381970.593750 Penalty: 4021.279785
	Iteration 22Q: 3 clusters Score -381970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -381973.062500 Penalty: 4021.279785
	Iteration 23Q: 3 clusters Score -381973.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -381976.500000 Penalty: 4021.279785
	Iteration 24Q: 3 clusters Score -381976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -381977.562500 Penalty: 4021.279785
	Iteration 25Q: 3 clusters Score -381977.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -381980.500000 Penalty: 4021.279785
	Iteration 26Q: 3 clusters Score -381980.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -381984.500000 Penalty: 4021.279785
	Iteration 27Q: 3 clusters Score -381984.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -381987.437500 Penalty: 4021.279785
	Iteration 28Q: 3 clusters Score -381987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -381989.968750 Penalty: 4021.279785
	Iteration 29Q: 3 clusters Score -381990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -381993.187500 Penalty: 4021.279785
	Iteration 30Q: 3 clusters Score -381993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -381994.250000 Penalty: 4021.279785
	Iteration 31Q: 3 clusters Score -381994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -381995.093750 Penalty: 4021.279785
	Iteration 32Q: 3 clusters Score -381995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -381996.156250 Penalty: 4021.279785
	Iteration 33Q: 3 clusters Score -381996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -381998.250000 Penalty: 4021.279785
	Iteration 34Q: 3 clusters Score -381998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -381999.718750 Penalty: 4021.279785
	Iteration 35Q: 3 clusters Score -381999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -382001.781250 Penalty: 4021.279785
	Iteration 36Q: 3 clusters Score -382001.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -382003.437500 Penalty: 4021.279785
	Iteration 37Q: 3 clusters Score -382003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -382004.937500 Penalty: 4021.279785
	Iteration 38Q: 3 clusters Score -382004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -382005.875000 Penalty: 4021.279785
	Iteration 39Q: 3 clusters Score -382005.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -382005.875000 Penalty: 4021.279785
	Iteration 40F: 3 clusters Score -382005.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (217304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217304 members 
Entering Unmasked Estep 
Score: -25236076.000000 Penalty: 3047.685059
	Iteration 0F: 2 clusters Score -2.523608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 108747 members 
Entering Unmasked Estep 
Score: -25094880.000000 Penalty: 6095.370117
	Iteration 0F: 3 clusters Score -2.509488e+07 nChanged 104743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106912 members 
Mstep: Class 2 contains 110392 members 
Entering Unmasked Estep 
Score: -25155962.000000 Penalty: 6095.370117
	Iteration 1F: 3 clusters Score -2.515596e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 111440 members 
Entering Unmasked Estep 
Score: -25157248.000000 Penalty: 6095.370117
	Iteration 2Q: 3 clusters Score -2.515725e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104293 members 
Mstep: Class 2 contains 113011 members 
Entering Unmasked Estep 
Score: -25158892.000000 Penalty: 6095.370117
	Iteration 3Q: 3 clusters Score -2.515889e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101797 members 
Mstep: Class 2 contains 115507 members 
Entering Unmasked Estep 
Score: -25161396.000000 Penalty: 6095.370117
	Iteration 4Q: 3 clusters Score -2.51614e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98213 members 
Mstep: Class 2 contains 119091 members 
Entering Unmasked Estep 
Score: -25165420.000000 Penalty: 6095.370117
	Iteration 5Q: 3 clusters Score -2.516542e+07 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 124190 members 
Entering Unmasked Estep 
Score: -25171548.000000 Penalty: 6095.370117
	Iteration 6F: 3 clusters Score -2.517155e+07 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 130640 members 
Entering Unmasked Estep 
Score: -25180856.000000 Penalty: 6095.370117
	Iteration 7F: 3 clusters Score -2.518086e+07 nChanged 14639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 137861 members 
Entering Unmasked Estep 
Score: -25192404.000000 Penalty: 6095.370117
	Iteration 8F: 3 clusters Score -2.51924e+07 nChanged 14043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72984 members 
Mstep: Class 2 contains 144320 members 
Entering Unmasked Estep 
Score: -25203264.000000 Penalty: 6095.370117
	Iteration 9F: 3 clusters Score -2.520326e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 149432 members 
Entering Unmasked Estep 
Score: -25210216.000000 Penalty: 6095.370117
	Iteration 10F: 3 clusters Score -2.521022e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 153599 members 
Entering Unmasked Estep 
Score: -25213456.000000 Penalty: 6095.370117
	Iteration 11Q: 3 clusters Score -2.521346e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 157483 members 
Entering Unmasked Estep 
Score: -25215568.000000 Penalty: 6095.370117
	Iteration 12Q: 3 clusters Score -2.521557e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 161208 members 
Entering Unmasked Estep 
Score: -25217186.000000 Penalty: 6095.370117
	Iteration 13Q: 3 clusters Score -2.521719e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 164936 members 
Entering Unmasked Estep 
Score: -25218886.000000 Penalty: 6095.370117
	Iteration 14Q: 3 clusters Score -2.521889e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 168635 members 
Entering Unmasked Estep 
Score: -25220602.000000 Penalty: 6095.370117
	Iteration 15Q: 3 clusters Score -2.52206e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 172259 members 
Entering Unmasked Estep 
Score: -25222080.000000 Penalty: 6095.370117
	Iteration 16Q: 3 clusters Score -2.522208e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 175783 members 
Entering Unmasked Estep 
Score: -25223584.000000 Penalty: 6095.370117
	Iteration 17Q: 3 clusters Score -2.522358e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 179142 members 
Entering Unmasked Estep 
Score: -25224980.000000 Penalty: 6095.370117
	Iteration 18Q: 3 clusters Score -2.522498e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 182416 members 
Entering Unmasked Estep 
Score: -25226376.000000 Penalty: 6095.370117
	Iteration 19Q: 3 clusters Score -2.522638e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 185403 members 
Entering Unmasked Estep 
Score: -25227522.000000 Penalty: 6095.370117
	Iteration 20F: 3 clusters Score -2.522752e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 188196 members 
Entering Unmasked Estep 
Score: -25228490.000000 Penalty: 6095.370117
	Iteration 21Q: 3 clusters Score -2.522849e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 190799 members 
Entering Unmasked Estep 
Score: -25229420.000000 Penalty: 6095.370117
	Iteration 22Q: 3 clusters Score -2.522942e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 193107 members 
Entering Unmasked Estep 
Score: -25230044.000000 Penalty: 6095.370117
	Iteration 23Q: 3 clusters Score -2.523004e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 195192 members 
Entering Unmasked Estep 
Score: -25230782.000000 Penalty: 6095.370117
	Iteration 24Q: 3 clusters Score -2.523078e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 197224 members 
Entering Unmasked Estep 
Score: -25231466.000000 Penalty: 6095.370117
	Iteration 25Q: 3 clusters Score -2.523147e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 199000 members 
Entering Unmasked Estep 
Score: -25232074.000000 Penalty: 6095.370117
	Iteration 26Q: 3 clusters Score -2.523207e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 200588 members 
Entering Unmasked Estep 
Score: -25232618.000000 Penalty: 6095.370117
	Iteration 27Q: 3 clusters Score -2.523262e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 201983 members 
Entering Unmasked Estep 
Score: -25232944.000000 Penalty: 6095.370117
	Iteration 28Q: 3 clusters Score -2.523294e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 203194 members 
Entering Unmasked Estep 
Score: -25233256.000000 Penalty: 6095.370117
	Iteration 29Q: 3 clusters Score -2.523326e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 204252 members 
Entering Unmasked Estep 
Score: -25233550.000000 Penalty: 6095.370117
	Iteration 30Q: 3 clusters Score -2.523355e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 205193 members 
Entering Unmasked Estep 
Score: -25233770.000000 Penalty: 6095.370117
	Iteration 31Q: 3 clusters Score -2.523377e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 206058 members 
Entering Unmasked Estep 
Score: -25234060.000000 Penalty: 6095.370117
	Iteration 32Q: 3 clusters Score -2.523406e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 206871 members 
Entering Unmasked Estep 
Score: -25234030.000000 Penalty: 6095.370117
	Iteration 33Q: 3 clusters Score -2.523403e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 207589 members 
Entering Unmasked Estep 
Score: -25234178.000000 Penalty: 6095.370117
	Iteration 34Q: 3 clusters Score -2.523418e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 208195 members 
Entering Unmasked Estep 
Score: -25234296.000000 Penalty: 6095.370117
	Iteration 35Q: 3 clusters Score -2.52343e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 208722 members 
Entering Unmasked Estep 
Score: -25234352.000000 Penalty: 6095.370117
	Iteration 36Q: 3 clusters Score -2.523435e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 209178 members 
Entering Unmasked Estep 
Score: -25234404.000000 Penalty: 6095.370117
	Iteration 37Q: 3 clusters Score -2.52344e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 209582 members 
Entering Unmasked Estep 
Score: -25234426.000000 Penalty: 6095.370117
	Iteration 38Q: 3 clusters Score -2.523443e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 209938 members 
Entering Unmasked Estep 
Score: -25234464.000000 Penalty: 6095.370117
	Iteration 39Q: 3 clusters Score -2.523446e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 210216 members 
Entering Unmasked Estep 
Score: -25234486.000000 Penalty: 6095.370117
	Iteration 40F: 3 clusters Score -2.523449e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 210462 members 
Entering Unmasked Estep 
Score: -25234472.000000 Penalty: 6095.370117
	Iteration 41Q: 3 clusters Score -2.523447e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 210679 members 
Entering Unmasked Estep 
Score: -25234512.000000 Penalty: 6095.370117
	Iteration 42Q: 3 clusters Score -2.523451e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 210886 members 
Entering Unmasked Estep 
Score: -25234516.000000 Penalty: 6095.370117
	Iteration 43Q: 3 clusters Score -2.523452e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 211078 members 
Entering Unmasked Estep 
Score: -25234484.000000 Penalty: 6095.370117
	Iteration 44Q: 3 clusters Score -2.523448e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 211251 members 
Entering Unmasked Estep 
Score: -25234462.000000 Penalty: 6095.370117
	Iteration 45Q: 3 clusters Score -2.523446e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 211434 members 
Entering Unmasked Estep 
Score: -25234440.000000 Penalty: 6095.370117
	Iteration 46Q: 3 clusters Score -2.523444e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 211599 members 
Entering Unmasked Estep 
Score: -25234502.000000 Penalty: 6095.370117
	Iteration 47Q: 3 clusters Score -2.52345e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 211756 members 
Entering Unmasked Estep 
Score: -25234506.000000 Penalty: 6095.370117
	Iteration 48Q: 3 clusters Score -2.523451e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 211894 members 
Entering Unmasked Estep 
Score: -25234516.000000 Penalty: 6095.370117
	Iteration 49Q: 3 clusters Score -2.523452e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 212020 members 
Entering Unmasked Estep 
Score: -25234524.000000 Penalty: 6095.370117
	Iteration 50Q: 3 clusters Score -2.523452e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 212119 members 
Entering Unmasked Estep 
Score: -25234538.000000 Penalty: 6095.370117
	Iteration 51Q: 3 clusters Score -2.523454e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 212213 members 
Entering Unmasked Estep 
Score: -25234500.000000 Penalty: 6095.370117
	Iteration 52Q: 3 clusters Score -2.52345e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 212294 members 
Entering Unmasked Estep 
Score: -25234502.000000 Penalty: 6095.370117
	Iteration 53Q: 3 clusters Score -2.52345e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 212360 members 
Entering Unmasked Estep 
Score: -25234474.000000 Penalty: 6095.370117
	Iteration 54Q: 3 clusters Score -2.523447e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 212431 members 
Entering Unmasked Estep 
Score: -25234444.000000 Penalty: 6095.370117
	Iteration 55Q: 3 clusters Score -2.523444e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 212491 members 
Entering Unmasked Estep 
Score: -25234438.000000 Penalty: 6095.370117
	Iteration 56Q: 3 clusters Score -2.523444e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 212544 members 
Entering Unmasked Estep 
Score: -25234424.000000 Penalty: 6095.370117
	Iteration 57Q: 3 clusters Score -2.523442e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 212589 members 
Entering Unmasked Estep 
Score: -25234412.000000 Penalty: 6095.370117
	Iteration 58Q: 3 clusters Score -2.523441e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 212631 members 
Entering Unmasked Estep 
Score: -25234400.000000 Penalty: 6095.370117
	Iteration 59Q: 3 clusters Score -2.52344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 212664 members 
Entering Unmasked Estep 
Score: -25234420.000000 Penalty: 6095.370117
	Iteration 60F: 3 clusters Score -2.523442e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 212697 members 
Entering Unmasked Estep 
Score: -25234408.000000 Penalty: 6095.370117
	Iteration 61Q: 3 clusters Score -2.523441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 212726 members 
Entering Unmasked Estep 
Score: -25234414.000000 Penalty: 6095.370117
	Iteration 62Q: 3 clusters Score -2.523441e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 212749 members 
Entering Unmasked Estep 
Score: -25234382.000000 Penalty: 6095.370117
	Iteration 63Q: 3 clusters Score -2.523438e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 212770 members 
Entering Unmasked Estep 
Score: -25234378.000000 Penalty: 6095.370117
	Iteration 64Q: 3 clusters Score -2.523438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 212794 members 
Entering Unmasked Estep 
Score: -25234396.000000 Penalty: 6095.370117
	Iteration 65Q: 3 clusters Score -2.52344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 212821 members 
Entering Unmasked Estep 
Score: -25234390.000000 Penalty: 6095.370117
	Iteration 66Q: 3 clusters Score -2.523439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 212842 members 
Entering Unmasked Estep 
Score: -25234388.000000 Penalty: 6095.370117
	Iteration 67Q: 3 clusters Score -2.523439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 212863 members 
Entering Unmasked Estep 
Score: -25234394.000000 Penalty: 6095.370117
	Iteration 68Q: 3 clusters Score -2.523439e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 212880 members 
Entering Unmasked Estep 
Score: -25234408.000000 Penalty: 6095.370117
	Iteration 69Q: 3 clusters Score -2.523441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 212886 members 
Entering Unmasked Estep 
Score: -25234392.000000 Penalty: 6095.370117
	Iteration 70Q: 3 clusters Score -2.523439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 212897 members 
Entering Unmasked Estep 
Score: -25234398.000000 Penalty: 6095.370117
	Iteration 71Q: 3 clusters Score -2.52344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 212912 members 
Entering Unmasked Estep 
Score: -25234378.000000 Penalty: 6095.370117
	Iteration 72Q: 3 clusters Score -2.523438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 212926 members 
Entering Unmasked Estep 
Score: -25234388.000000 Penalty: 6095.370117
	Iteration 73Q: 3 clusters Score -2.523439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 212943 members 
Entering Unmasked Estep 
Score: -25234364.000000 Penalty: 6095.370117
	Iteration 74Q: 3 clusters Score -2.523436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 212957 members 
Entering Unmasked Estep 
Score: -25234378.000000 Penalty: 6095.370117
	Iteration 75Q: 3 clusters Score -2.523438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 212968 members 
Entering Unmasked Estep 
Score: -25234374.000000 Penalty: 6095.370117
	Iteration 76Q: 3 clusters Score -2.523437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 212976 members 
Entering Unmasked Estep 
Score: -25234378.000000 Penalty: 6095.370117
	Iteration 77Q: 3 clusters Score -2.523438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 212986 members 
Entering Unmasked Estep 
Score: -25234376.000000 Penalty: 6095.370117
	Iteration 78Q: 3 clusters Score -2.523438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 212999 members 
Entering Unmasked Estep 
Score: -25234356.000000 Penalty: 6095.370117
	Iteration 79Q: 3 clusters Score -2.523436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 213009 members 
Entering Unmasked Estep 
Score: -25234360.000000 Penalty: 6095.370117
	Iteration 80F: 3 clusters Score -2.523436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 213021 members 
Entering Unmasked Estep 
Score: -25234346.000000 Penalty: 6095.370117
	Iteration 81Q: 3 clusters Score -2.523435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 213026 members 
Entering Unmasked Estep 
Score: -25234336.000000 Penalty: 6095.370117
	Iteration 82Q: 3 clusters Score -2.523434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 213030 members 
Entering Unmasked Estep 
Score: -25234328.000000 Penalty: 6095.370117
	Iteration 83Q: 3 clusters Score -2.523433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 213036 members 
Entering Unmasked Estep 
Score: -25234332.000000 Penalty: 6095.370117
	Iteration 84Q: 3 clusters Score -2.523433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 213040 members 
Entering Unmasked Estep 
Score: -25234326.000000 Penalty: 6095.370117
	Iteration 85Q: 3 clusters Score -2.523433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 213043 members 
Entering Unmasked Estep 
Score: -25234330.000000 Penalty: 6095.370117
	Iteration 86Q: 3 clusters Score -2.523433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 213044 members 
Entering Unmasked Estep 
Score: -25234326.000000 Penalty: 6095.370117
	Iteration 87Q: 3 clusters Score -2.523433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 213046 members 
Entering Unmasked Estep 
Score: -25234330.000000 Penalty: 6095.370117
	Iteration 88Q: 3 clusters Score -2.523433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 213048 members 
Entering Unmasked Estep 
Score: -25234314.000000 Penalty: 6095.370117
	Iteration 89Q: 3 clusters Score -2.523431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 213052 members 
Entering Unmasked Estep 
Score: -25234324.000000 Penalty: 6095.370117
	Iteration 90Q: 3 clusters Score -2.523432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 213057 members 
Entering Unmasked Estep 
Score: -25234320.000000 Penalty: 6095.370117
	Iteration 91Q: 3 clusters Score -2.523432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 213057 members 
Entering Unmasked Estep 
Score: -25234324.000000 Penalty: 6095.370117
	Iteration 92Q: 3 clusters Score -2.523432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 213060 members 
Entering Unmasked Estep 
Score: -25234322.000000 Penalty: 6095.370117
	Iteration 93Q: 3 clusters Score -2.523432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 213064 members 
Entering Unmasked Estep 
Score: -25234306.000000 Penalty: 6095.370117
	Iteration 94Q: 3 clusters Score -2.523431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 213071 members 
Entering Unmasked Estep 
Score: -25234334.000000 Penalty: 6095.370117
	Iteration 95Q: 3 clusters Score -2.523433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 213078 members 
Entering Unmasked Estep 
Score: -25234334.000000 Penalty: 6095.370117
	Iteration 96Q: 3 clusters Score -2.523433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 213085 members 
Entering Unmasked Estep 
Score: -25234336.000000 Penalty: 6095.370117
	Iteration 97Q: 3 clusters Score -2.523434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 213090 members 
Entering Unmasked Estep 
Score: -25234334.000000 Penalty: 6095.370117
	Iteration 98Q: 3 clusters Score -2.523433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 213101 members 
Entering Unmasked Estep 
Score: -25234328.000000 Penalty: 6095.370117
	Iteration 99Q: 3 clusters Score -2.523433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 213109 members 
Entering Unmasked Estep 
Score: -25234326.000000 Penalty: 6095.370117
	Iteration 100F: 3 clusters Score -2.523433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 213122 members 
Entering Unmasked Estep 
Score: -25234326.000000 Penalty: 6095.370117
	Iteration 101Q: 3 clusters Score -2.523433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 213125 members 
Entering Unmasked Estep 
Score: -25234330.000000 Penalty: 6095.370117
	Iteration 102Q: 3 clusters Score -2.523433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 213129 members 
Entering Unmasked Estep 
Score: -25234332.000000 Penalty: 6095.370117
	Iteration 103Q: 3 clusters Score -2.523433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 213129 members 
Entering Unmasked Estep 
Score: -25234340.000000 Penalty: 6095.370117
	Iteration 104Q: 3 clusters Score -2.523434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 213129 members 
Entering Unmasked Estep 
Score: -25234340.000000 Penalty: 6095.370117
	Iteration 105F: 3 clusters Score -2.523434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Entering Unmasked Estep 
Score: -2403447.250000 Penalty: 2462.490723
	Iteration 0F: 2 clusters Score -2403447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2389058.750000 Penalty: 4924.981445
	Iteration 0F: 3 clusters Score -2389059 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2393820.500000 Penalty: 4924.981445
	Iteration 1F: 3 clusters Score -2393820 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2394233.500000 Penalty: 4924.981445
	Iteration 2F: 3 clusters Score -2394234 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2394659.500000 Penalty: 4924.981445
	Iteration 3Q: 3 clusters Score -2394660 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2395123.500000 Penalty: 4924.981445
	Iteration 4Q: 3 clusters Score -2395124 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2395671.000000 Penalty: 4924.981445
	Iteration 5Q: 3 clusters Score -2395671 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2396205.750000 Penalty: 4924.981445
	Iteration 6Q: 3 clusters Score -2396206 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2396769.000000 Penalty: 4924.981445
	Iteration 7F: 3 clusters Score -2396769 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2397484.000000 Penalty: 4924.981445
	Iteration 8F: 3 clusters Score -2397484 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2398363.000000 Penalty: 4924.981445
	Iteration 9F: 3 clusters Score -2398363 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2399315.000000 Penalty: 4924.981445
	Iteration 10F: 3 clusters Score -2399315 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2400119.500000 Penalty: 4924.981445
	Iteration 11F: 3 clusters Score -2400120 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2400698.500000 Penalty: 4924.981445
	Iteration 12Q: 3 clusters Score -2400698 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2400985.500000 Penalty: 4924.981445
	Iteration 13Q: 3 clusters Score -2400986 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2401143.000000 Penalty: 4924.981445
	Iteration 14Q: 3 clusters Score -2401143 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2401238.250000 Penalty: 4924.981445
	Iteration 15Q: 3 clusters Score -2401238 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2401318.500000 Penalty: 4924.981445
	Iteration 16Q: 3 clusters Score -2401318 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2401365.000000 Penalty: 4924.981445
	Iteration 17Q: 3 clusters Score -2401365 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2401411.000000 Penalty: 4924.981445
	Iteration 18Q: 3 clusters Score -2401411 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2401452.250000 Penalty: 4924.981445
	Iteration 19Q: 3 clusters Score -2401452 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2401491.250000 Penalty: 4924.981445
	Iteration 20F: 3 clusters Score -2401491 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2401525.000000 Penalty: 4924.981445
	Iteration 21Q: 3 clusters Score -2401525 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2401549.000000 Penalty: 4924.981445
	Iteration 22Q: 3 clusters Score -2401549 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2401592.750000 Penalty: 4924.981445
	Iteration 23Q: 3 clusters Score -2401593 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2401627.250000 Penalty: 4924.981445
	Iteration 24Q: 3 clusters Score -2401627 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2401646.250000 Penalty: 4924.981445
	Iteration 25Q: 3 clusters Score -2401646 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2401662.000000 Penalty: 4924.981445
	Iteration 26Q: 3 clusters Score -2401662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2401680.250000 Penalty: 4924.981445
	Iteration 27Q: 3 clusters Score -2401680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2401694.500000 Penalty: 4924.981445
	Iteration 28Q: 3 clusters Score -2401694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2401704.750000 Penalty: 4924.981445
	Iteration 29Q: 3 clusters Score -2401705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2401711.500000 Penalty: 4924.981445
	Iteration 30Q: 3 clusters Score -2401712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2401741.000000 Penalty: 4924.981445
	Iteration 31Q: 3 clusters Score -2401741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2401753.750000 Penalty: 4924.981445
	Iteration 32Q: 3 clusters Score -2401754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2401766.500000 Penalty: 4924.981445
	Iteration 33Q: 3 clusters Score -2401766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2401781.000000 Penalty: 4924.981445
	Iteration 34Q: 3 clusters Score -2401781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2401798.250000 Penalty: 4924.981445
	Iteration 35Q: 3 clusters Score -2401798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2401812.750000 Penalty: 4924.981445
	Iteration 36Q: 3 clusters Score -2401813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2401822.500000 Penalty: 4924.981445
	Iteration 37Q: 3 clusters Score -2401822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2401825.500000 Penalty: 4924.981445
	Iteration 38Q: 3 clusters Score -2401826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2401827.500000 Penalty: 4924.981445
	Iteration 39Q: 3 clusters Score -2401828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2401828.250000 Penalty: 4924.981445
	Iteration 40F: 3 clusters Score -2401828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2401827.250000 Penalty: 4924.981445
	Iteration 41Q: 3 clusters Score -2401827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2401826.000000 Penalty: 4924.981445
	Iteration 42Q: 3 clusters Score -2401826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2401829.500000 Penalty: 4924.981445
	Iteration 43Q: 3 clusters Score -2401830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2401836.250000 Penalty: 4924.981445
	Iteration 44Q: 3 clusters Score -2401836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2401835.250000 Penalty: 4924.981445
	Iteration 45Q: 3 clusters Score -2401835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2401841.250000 Penalty: 4924.981445
	Iteration 46Q: 3 clusters Score -2401841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2401839.750000 Penalty: 4924.981445
	Iteration 47Q: 3 clusters Score -2401840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2401847.750000 Penalty: 4924.981445
	Iteration 48Q: 3 clusters Score -2401848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2401851.000000 Penalty: 4924.981445
	Iteration 49Q: 3 clusters Score -2401851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2401857.250000 Penalty: 4924.981445
	Iteration 50Q: 3 clusters Score -2401857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2401860.750000 Penalty: 4924.981445
	Iteration 51Q: 3 clusters Score -2401861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2401861.500000 Penalty: 4924.981445
	Iteration 52Q: 3 clusters Score -2401862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2401864.500000 Penalty: 4924.981445
	Iteration 53Q: 3 clusters Score -2401864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2401863.750000 Penalty: 4924.981445
	Iteration 54Q: 3 clusters Score -2401864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2401867.250000 Penalty: 4924.981445
	Iteration 55Q: 3 clusters Score -2401867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2401868.000000 Penalty: 4924.981445
	Iteration 56Q: 3 clusters Score -2401868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2401869.000000 Penalty: 4924.981445
	Iteration 57Q: 3 clusters Score -2401869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2401868.250000 Penalty: 4924.981445
	Iteration 58Q: 3 clusters Score -2401868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2401869.000000 Penalty: 4924.981445
	Iteration 59Q: 3 clusters Score -2401869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2401866.250000 Penalty: 4924.981445
	Iteration 60F: 3 clusters Score -2401866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2401869.000000 Penalty: 4924.981445
	Iteration 61Q: 3 clusters Score -2401869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2401873.000000 Penalty: 4924.981445
	Iteration 62Q: 3 clusters Score -2401873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2401873.000000 Penalty: 4924.981445
	Iteration 63Q: 3 clusters Score -2401873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2401874.500000 Penalty: 4924.981445
	Iteration 64Q: 3 clusters Score -2401874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2401874.500000 Penalty: 4924.981445
	Iteration 65F: 3 clusters Score -2401874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (186496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186496 members 
Entering Unmasked Estep 
Score: -21621036.000000 Penalty: 3009.768799
	Iteration 0F: 2 clusters Score -2.162104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 93196 members 
Entering Unmasked Estep 
Score: -21499940.000000 Penalty: 6019.537598
	Iteration 0F: 3 clusters Score -2.149994e+07 nChanged 89913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 92631 members 
Entering Unmasked Estep 
Score: -21555350.000000 Penalty: 6019.537598
	Iteration 1F: 3 clusters Score -2.155535e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -21559998.000000 Penalty: 6019.537598
	Iteration 2Q: 3 clusters Score -2.156e+07 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96996 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -21566772.000000 Penalty: 6019.537598
	Iteration 3F: 3 clusters Score -2.156677e+07 nChanged 12703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -21575180.000000 Penalty: 6019.537598
	Iteration 4F: 3 clusters Score -2.157518e+07 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102881 members 
Mstep: Class 2 contains 83615 members 
Entering Unmasked Estep 
Score: -21583596.000000 Penalty: 6019.537598
	Iteration 5F: 3 clusters Score -2.15836e+07 nChanged 12120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105949 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -21591470.000000 Penalty: 6019.537598
	Iteration 6F: 3 clusters Score -2.159147e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108638 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -21597302.000000 Penalty: 6019.537598
	Iteration 7F: 3 clusters Score -2.15973e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Mstep: Class 2 contains 75591 members 
Entering Unmasked Estep 
Score: -21601246.000000 Penalty: 6019.537598
	Iteration 8Q: 3 clusters Score -2.160125e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112903 members 
Mstep: Class 2 contains 73593 members 
Entering Unmasked Estep 
Score: -21603184.000000 Penalty: 6019.537598
	Iteration 9Q: 3 clusters Score -2.160318e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114721 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -21604442.000000 Penalty: 6019.537598
	Iteration 10Q: 3 clusters Score -2.160444e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116402 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -21605090.000000 Penalty: 6019.537598
	Iteration 11Q: 3 clusters Score -2.160509e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118167 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -21605548.000000 Penalty: 6019.537598
	Iteration 12Q: 3 clusters Score -2.160555e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119947 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -21605914.000000 Penalty: 6019.537598
	Iteration 13Q: 3 clusters Score -2.160591e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121775 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -21606326.000000 Penalty: 6019.537598
	Iteration 14Q: 3 clusters Score -2.160633e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123572 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -21606812.000000 Penalty: 6019.537598
	Iteration 15Q: 3 clusters Score -2.160681e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125408 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -21607212.000000 Penalty: 6019.537598
	Iteration 16Q: 3 clusters Score -2.160721e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127323 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -21607492.000000 Penalty: 6019.537598
	Iteration 17Q: 3 clusters Score -2.160749e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129210 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -21607896.000000 Penalty: 6019.537598
	Iteration 18Q: 3 clusters Score -2.16079e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131149 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -21608436.000000 Penalty: 6019.537598
	Iteration 19Q: 3 clusters Score -2.160844e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133196 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -21608820.000000 Penalty: 6019.537598
	Iteration 20F: 3 clusters Score -2.160882e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135303 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -21609380.000000 Penalty: 6019.537598
	Iteration 21Q: 3 clusters Score -2.160938e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137529 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -21610004.000000 Penalty: 6019.537598
	Iteration 22Q: 3 clusters Score -2.161e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139797 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -21610432.000000 Penalty: 6019.537598
	Iteration 23Q: 3 clusters Score -2.161043e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142112 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -21611068.000000 Penalty: 6019.537598
	Iteration 24Q: 3 clusters Score -2.161107e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144436 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -21611542.000000 Penalty: 6019.537598
	Iteration 25Q: 3 clusters Score -2.161154e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146706 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -21612086.000000 Penalty: 6019.537598
	Iteration 26Q: 3 clusters Score -2.161209e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149002 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -21612862.000000 Penalty: 6019.537598
	Iteration 27Q: 3 clusters Score -2.161286e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151312 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -21613538.000000 Penalty: 6019.537598
	Iteration 28Q: 3 clusters Score -2.161354e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153577 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -21614070.000000 Penalty: 6019.537598
	Iteration 29Q: 3 clusters Score -2.161407e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155755 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -21614612.000000 Penalty: 6019.537598
	Iteration 30Q: 3 clusters Score -2.161461e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157940 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -21615202.000000 Penalty: 6019.537598
	Iteration 31Q: 3 clusters Score -2.16152e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159993 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -21615700.000000 Penalty: 6019.537598
	Iteration 32Q: 3 clusters Score -2.16157e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161942 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -21616358.000000 Penalty: 6019.537598
	Iteration 33Q: 3 clusters Score -2.161636e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163754 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -21617032.000000 Penalty: 6019.537598
	Iteration 34Q: 3 clusters Score -2.161703e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165429 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -21617656.000000 Penalty: 6019.537598
	Iteration 35Q: 3 clusters Score -2.161766e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167025 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -21618456.000000 Penalty: 6019.537598
	Iteration 36Q: 3 clusters Score -2.161846e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168526 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -21619182.000000 Penalty: 6019.537598
	Iteration 37Q: 3 clusters Score -2.161918e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169847 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -21619882.000000 Penalty: 6019.537598
	Iteration 38Q: 3 clusters Score -2.161988e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171037 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -21620696.000000 Penalty: 6019.537598
	Iteration 39Q: 3 clusters Score -2.16207e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172098 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -21621432.000000 Penalty: 6019.537598
	Iteration 40F: 3 clusters Score -2.162143e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172977 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -21621950.000000 Penalty: 6019.537598
	Iteration 41Q: 3 clusters Score -2.162195e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173693 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -21622290.000000 Penalty: 6019.537598
	Iteration 42Q: 3 clusters Score -2.162229e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174279 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -21622398.000000 Penalty: 6019.537598
	Iteration 43Q: 3 clusters Score -2.16224e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174747 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -21622422.000000 Penalty: 6019.537598
	Iteration 44Q: 3 clusters Score -2.162242e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175173 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -21622520.000000 Penalty: 6019.537598
	Iteration 45Q: 3 clusters Score -2.162252e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175549 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -21622550.000000 Penalty: 6019.537598
	Iteration 46Q: 3 clusters Score -2.162255e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175884 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -21622528.000000 Penalty: 6019.537598
	Iteration 47Q: 3 clusters Score -2.162253e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176152 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -21622586.000000 Penalty: 6019.537598
	Iteration 48Q: 3 clusters Score -2.162259e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176396 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -21622638.000000 Penalty: 6019.537598
	Iteration 49Q: 3 clusters Score -2.162264e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176597 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -21622690.000000 Penalty: 6019.537598
	Iteration 50Q: 3 clusters Score -2.162269e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176772 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -21622688.000000 Penalty: 6019.537598
	Iteration 51Q: 3 clusters Score -2.162269e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176903 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -21622670.000000 Penalty: 6019.537598
	Iteration 52Q: 3 clusters Score -2.162267e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177028 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -21622682.000000 Penalty: 6019.537598
	Iteration 53Q: 3 clusters Score -2.162268e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177148 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -21622678.000000 Penalty: 6019.537598
	Iteration 54Q: 3 clusters Score -2.162268e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177263 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -21622746.000000 Penalty: 6019.537598
	Iteration 55Q: 3 clusters Score -2.162275e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177380 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -21622706.000000 Penalty: 6019.537598
	Iteration 56Q: 3 clusters Score -2.162271e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177484 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -21622700.000000 Penalty: 6019.537598
	Iteration 57Q: 3 clusters Score -2.16227e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177581 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -21622702.000000 Penalty: 6019.537598
	Iteration 58Q: 3 clusters Score -2.16227e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177659 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -21622744.000000 Penalty: 6019.537598
	Iteration 59Q: 3 clusters Score -2.162274e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177736 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -21622730.000000 Penalty: 6019.537598
	Iteration 60F: 3 clusters Score -2.162273e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177802 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -21622726.000000 Penalty: 6019.537598
	Iteration 61Q: 3 clusters Score -2.162273e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177864 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -21622746.000000 Penalty: 6019.537598
	Iteration 62Q: 3 clusters Score -2.162275e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177921 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -21622748.000000 Penalty: 6019.537598
	Iteration 63Q: 3 clusters Score -2.162275e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177973 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -21622728.000000 Penalty: 6019.537598
	Iteration 64Q: 3 clusters Score -2.162273e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178014 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -21622748.000000 Penalty: 6019.537598
	Iteration 65Q: 3 clusters Score -2.162275e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178060 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -21622752.000000 Penalty: 6019.537598
	Iteration 66Q: 3 clusters Score -2.162275e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178094 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -21622758.000000 Penalty: 6019.537598
	Iteration 67Q: 3 clusters Score -2.162276e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178124 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -21622754.000000 Penalty: 6019.537598
	Iteration 68Q: 3 clusters Score -2.162275e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178152 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -21622742.000000 Penalty: 6019.537598
	Iteration 69Q: 3 clusters Score -2.162274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178170 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -21622764.000000 Penalty: 6019.537598
	Iteration 70Q: 3 clusters Score -2.162276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178195 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -21622772.000000 Penalty: 6019.537598
	Iteration 71Q: 3 clusters Score -2.162277e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178219 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -21622738.000000 Penalty: 6019.537598
	Iteration 72Q: 3 clusters Score -2.162274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178238 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -21622744.000000 Penalty: 6019.537598
	Iteration 73Q: 3 clusters Score -2.162274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178261 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -21622746.000000 Penalty: 6019.537598
	Iteration 74Q: 3 clusters Score -2.162275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178280 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -21622750.000000 Penalty: 6019.537598
	Iteration 75Q: 3 clusters Score -2.162275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178294 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -21622766.000000 Penalty: 6019.537598
	Iteration 76Q: 3 clusters Score -2.162277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178305 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -21622758.000000 Penalty: 6019.537598
	Iteration 77Q: 3 clusters Score -2.162276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178314 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -21622746.000000 Penalty: 6019.537598
	Iteration 78Q: 3 clusters Score -2.162275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178324 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -21622750.000000 Penalty: 6019.537598
	Iteration 79Q: 3 clusters Score -2.162275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178336 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -21622752.000000 Penalty: 6019.537598
	Iteration 80F: 3 clusters Score -2.162275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178349 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -21622742.000000 Penalty: 6019.537598
	Iteration 81Q: 3 clusters Score -2.162274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178359 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -21622750.000000 Penalty: 6019.537598
	Iteration 82Q: 3 clusters Score -2.162275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178366 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -21622746.000000 Penalty: 6019.537598
	Iteration 83Q: 3 clusters Score -2.162275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178369 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -21622742.000000 Penalty: 6019.537598
	Iteration 84Q: 3 clusters Score -2.162274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178372 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -21622748.000000 Penalty: 6019.537598
	Iteration 85Q: 3 clusters Score -2.162275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178373 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -21622744.000000 Penalty: 6019.537598
	Iteration 86Q: 3 clusters Score -2.162274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -21622740.000000 Penalty: 6019.537598
	Iteration 87Q: 3 clusters Score -2.162274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178380 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -21622738.000000 Penalty: 6019.537598
	Iteration 88Q: 3 clusters Score -2.162274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178387 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -21622728.000000 Penalty: 6019.537598
	Iteration 89Q: 3 clusters Score -2.162273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178389 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -21622748.000000 Penalty: 6019.537598
	Iteration 90Q: 3 clusters Score -2.162275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178390 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -21622746.000000 Penalty: 6019.537598
	Iteration 91Q: 3 clusters Score -2.162275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178391 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -21622752.000000 Penalty: 6019.537598
	Iteration 92Q: 3 clusters Score -2.162275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178392 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -21622746.000000 Penalty: 6019.537598
	Iteration 93Q: 3 clusters Score -2.162275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178394 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -21622758.000000 Penalty: 6019.537598
	Iteration 94Q: 3 clusters Score -2.162276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178400 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -21622750.000000 Penalty: 6019.537598
	Iteration 95Q: 3 clusters Score -2.162275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178403 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -21622756.000000 Penalty: 6019.537598
	Iteration 96Q: 3 clusters Score -2.162276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178405 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -21622748.000000 Penalty: 6019.537598
	Iteration 97Q: 3 clusters Score -2.162275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178405 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -21622748.000000 Penalty: 6019.537598
	Iteration 98F: 3 clusters Score -2.162275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 217304 members 
Mstep: Class 4 contains 20525 members 
Mstep: Class 7 contains 178405 members 
Mstep: Class 8 contains 2911 members 
Mstep: Class 9 contains 1298 members 
Mstep: Class 10 contains 28832 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 124626 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 21957 members 
Mstep: Class 19 contains 43767 members 
Entering Unmasked Estep 
Score: -74647080.000000 Penalty: 43162.746094
Splitting cluster 7 changes total score from -74645952.000000 to -74647080.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -324320.656250 Penalty: 1978.110474
	Iteration 0F: 2 clusters Score -324320.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -321080.812500 Penalty: 3956.220947
	Iteration 0F: 3 clusters Score -321080.8 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -321739.406250 Penalty: 3956.220947
	Iteration 1F: 3 clusters Score -321739.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -321870.687500 Penalty: 3956.220947
	Iteration 2F: 3 clusters Score -321870.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -321962.375000 Penalty: 3956.220947
	Iteration 3Q: 3 clusters Score -321962.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -322020.406250 Penalty: 3956.220947
	Iteration 4Q: 3 clusters Score -322020.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -322055.218750 Penalty: 3956.220947
	Iteration 5Q: 3 clusters Score -322055.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -322093.906250 Penalty: 3956.220947
	Iteration 6Q: 3 clusters Score -322093.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -322145.875000 Penalty: 3956.220947
	Iteration 7Q: 3 clusters Score -322145.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -322210.500000 Penalty: 3956.220947
	Iteration 8Q: 3 clusters Score -322210.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -322276.156250 Penalty: 3956.220947
	Iteration 9Q: 3 clusters Score -322276.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -322338.468750 Penalty: 3956.220947
	Iteration 10Q: 3 clusters Score -322338.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -322390.031250 Penalty: 3956.220947
	Iteration 11Q: 3 clusters Score -322390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -322437.312500 Penalty: 3956.220947
	Iteration 12Q: 3 clusters Score -322437.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -322483.562500 Penalty: 3956.220947
	Iteration 13Q: 3 clusters Score -322483.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -322524.468750 Penalty: 3956.220947
	Iteration 14Q: 3 clusters Score -322524.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -322555.437500 Penalty: 3956.220947
	Iteration 15Q: 3 clusters Score -322555.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -322580.250000 Penalty: 3956.220947
	Iteration 16Q: 3 clusters Score -322580.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -322605.906250 Penalty: 3956.220947
	Iteration 17Q: 3 clusters Score -322605.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -322634.062500 Penalty: 3956.220947
	Iteration 18Q: 3 clusters Score -322634.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -322655.593750 Penalty: 3956.220947
	Iteration 19Q: 3 clusters Score -322655.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -322666.906250 Penalty: 3956.220947
	Iteration 20F: 3 clusters Score -322666.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -322675.656250 Penalty: 3956.220947
	Iteration 21Q: 3 clusters Score -322675.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -322683.468750 Penalty: 3956.220947
	Iteration 22Q: 3 clusters Score -322683.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -322688.562500 Penalty: 3956.220947
	Iteration 23Q: 3 clusters Score -322688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -322693.875000 Penalty: 3956.220947
	Iteration 24Q: 3 clusters Score -322693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -322697.500000 Penalty: 3956.220947
	Iteration 25Q: 3 clusters Score -322697.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -322703.031250 Penalty: 3956.220947
	Iteration 26Q: 3 clusters Score -322703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -322710.625000 Penalty: 3956.220947
	Iteration 27Q: 3 clusters Score -322710.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -322723.437500 Penalty: 3956.220947
	Iteration 28Q: 3 clusters Score -322723.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -322730.468750 Penalty: 3956.220947
	Iteration 29Q: 3 clusters Score -322730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -322732.343750 Penalty: 3956.220947
	Iteration 30Q: 3 clusters Score -322732.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -322733.562500 Penalty: 3956.220947
	Iteration 31Q: 3 clusters Score -322733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -322734.468750 Penalty: 3956.220947
	Iteration 32Q: 3 clusters Score -322734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -322734.968750 Penalty: 3956.220947
	Iteration 33Q: 3 clusters Score -322735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -322736.093750 Penalty: 3956.220947
	Iteration 34Q: 3 clusters Score -322736.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -322736.437500 Penalty: 3956.220947
	Iteration 35Q: 3 clusters Score -322736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -322736.437500 Penalty: 3956.220947
	Iteration 36F: 3 clusters Score -322736.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -135013.500000 Penalty: 1777.807861
	Iteration 0F: 2 clusters Score -135013.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -132954.250000 Penalty: 3555.615723
	Iteration 0F: 3 clusters Score -132954.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -133295.531250 Penalty: 3555.615723
	Iteration 1F: 3 clusters Score -133295.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -133410.078125 Penalty: 3555.615723
	Iteration 2F: 3 clusters Score -133410.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -133493.593750 Penalty: 3555.615723
	Iteration 3Q: 3 clusters Score -133493.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -133548.875000 Penalty: 3555.615723
	Iteration 4Q: 3 clusters Score -133548.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133585.437500 Penalty: 3555.615723
	Iteration 5Q: 3 clusters Score -133585.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -133605.046875 Penalty: 3555.615723
	Iteration 6Q: 3 clusters Score -133605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133620.109375 Penalty: 3555.615723
	Iteration 7Q: 3 clusters Score -133620.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133630.484375 Penalty: 3555.615723
	Iteration 8Q: 3 clusters Score -133630.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -133639.078125 Penalty: 3555.615723
	Iteration 9Q: 3 clusters Score -133639.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133642.968750 Penalty: 3555.615723
	Iteration 10Q: 3 clusters Score -133643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -133645.578125 Penalty: 3555.615723
	Iteration 11Q: 3 clusters Score -133645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133648.578125 Penalty: 3555.615723
	Iteration 12Q: 3 clusters Score -133648.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133651.187500 Penalty: 3555.615723
	Iteration 13Q: 3 clusters Score -133651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133653.593750 Penalty: 3555.615723
	Iteration 14Q: 3 clusters Score -133653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133653.593750 Penalty: 3555.615723
	Iteration 15F: 3 clusters Score -133653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Entering Unmasked Estep 
Score: -3346772.250000 Penalty: 2546.771973
	Iteration 0F: 2 clusters Score -3346772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3326897.000000 Penalty: 5093.543945
	Iteration 0F: 3 clusters Score -3326897 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3333803.250000 Penalty: 5093.543945
	Iteration 1F: 3 clusters Score -3333803 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3334196.250000 Penalty: 5093.543945
	Iteration 2Q: 3 clusters Score -3334196 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3334624.750000 Penalty: 5093.543945
	Iteration 3Q: 3 clusters Score -3334625 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3335044.750000 Penalty: 5093.543945
	Iteration 4Q: 3 clusters Score -3335045 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3335533.500000 Penalty: 5093.543945
	Iteration 5Q: 3 clusters Score -3335534 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3336063.000000 Penalty: 5093.543945
	Iteration 6Q: 3 clusters Score -3336063 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3336718.250000 Penalty: 5093.543945
	Iteration 7Q: 3 clusters Score -3336718 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3337503.750000 Penalty: 5093.543945
	Iteration 8Q: 3 clusters Score -3337504 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3338537.500000 Penalty: 5093.543945
	Iteration 9F: 3 clusters Score -3338538 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3339829.750000 Penalty: 5093.543945
	Iteration 10F: 3 clusters Score -3339830 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3341371.500000 Penalty: 5093.543945
	Iteration 11F: 3 clusters Score -3341372 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3342727.000000 Penalty: 5093.543945
	Iteration 12F: 3 clusters Score -3342727 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3343669.250000 Penalty: 5093.543945
	Iteration 13Q: 3 clusters Score -3343669 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3344158.750000 Penalty: 5093.543945
	Iteration 14Q: 3 clusters Score -3344159 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -3344385.500000 Penalty: 5093.543945
	Iteration 15Q: 3 clusters Score -3344386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3344482.750000 Penalty: 5093.543945
	Iteration 16Q: 3 clusters Score -3344483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3344529.500000 Penalty: 5093.543945
	Iteration 17Q: 3 clusters Score -3344530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -3344558.500000 Penalty: 5093.543945
	Iteration 18Q: 3 clusters Score -3344558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3344576.750000 Penalty: 5093.543945
	Iteration 19Q: 3 clusters Score -3344577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -3344594.750000 Penalty: 5093.543945
	Iteration 20F: 3 clusters Score -3344595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3344607.250000 Penalty: 5093.543945
	Iteration 21Q: 3 clusters Score -3344607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -3344617.500000 Penalty: 5093.543945
	Iteration 22Q: 3 clusters Score -3344618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3344619.250000 Penalty: 5093.543945
	Iteration 23Q: 3 clusters Score -3344619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3344626.000000 Penalty: 5093.543945
	Iteration 24Q: 3 clusters Score -3344626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3344625.500000 Penalty: 5093.543945
	Iteration 25Q: 3 clusters Score -3344626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -3344635.500000 Penalty: 5093.543945
	Iteration 26Q: 3 clusters Score -3344636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -3344637.250000 Penalty: 5093.543945
	Iteration 27Q: 3 clusters Score -3344637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3344640.250000 Penalty: 5093.543945
	Iteration 28Q: 3 clusters Score -3344640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3344640.250000 Penalty: 5093.543945
	Iteration 29F: 3 clusters Score -3344640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -20677.857422 Penalty: 1322.514282
	Iteration 0F: 2 clusters Score -20677.86 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 93 members 
Entering Unmasked Estep 
Score: -19606.144531 Penalty: 2645.028564
	Iteration 0F: 3 clusters Score -19606.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19688.904297 Penalty: 2645.028564
	Iteration 1F: 3 clusters Score -19688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19692.689453 Penalty: 2645.028564
	Iteration 2Q: 3 clusters Score -19692.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19697.117188 Penalty: 2645.028564
	Iteration 3Q: 3 clusters Score -19697.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19697.117188 Penalty: 2645.028564
	Iteration 4F: 3 clusters Score -19697.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (124626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124626 members 
Entering Unmasked Estep 
Score: -14619677.000000 Penalty: 2909.802002
	Iteration 0F: 2 clusters Score -1.461968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -14536479.000000 Penalty: 5819.604004
	Iteration 0F: 3 clusters Score -1.453648e+07 nChanged 59130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61581 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -14570335.000000 Penalty: 5819.604004
	Iteration 1F: 3 clusters Score -1.457034e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -14571158.000000 Penalty: 5819.604004
	Iteration 2Q: 3 clusters Score -1.457116e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -14571991.000000 Penalty: 5819.604004
	Iteration 3Q: 3 clusters Score -1.457199e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 67079 members 
Entering Unmasked Estep 
Score: -14573061.000000 Penalty: 5819.604004
	Iteration 4Q: 3 clusters Score -1.457306e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -14574590.000000 Penalty: 5819.604004
	Iteration 5Q: 3 clusters Score -1.457459e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 73944 members 
Entering Unmasked Estep 
Score: -14576978.000000 Penalty: 5819.604004
	Iteration 6Q: 3 clusters Score -1.457698e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 79552 members 
Entering Unmasked Estep 
Score: -14580343.000000 Penalty: 5819.604004
	Iteration 7F: 3 clusters Score -1.458034e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -14585295.000000 Penalty: 5819.604004
	Iteration 8F: 3 clusters Score -1.45853e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 95376 members 
Entering Unmasked Estep 
Score: -14592189.000000 Penalty: 5819.604004
	Iteration 9F: 3 clusters Score -1.459219e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -14599636.000000 Penalty: 5819.604004
	Iteration 10F: 3 clusters Score -1.459964e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 111490 members 
Entering Unmasked Estep 
Score: -14606312.000000 Penalty: 5819.604004
	Iteration 11F: 3 clusters Score -1.460631e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 116909 members 
Entering Unmasked Estep 
Score: -14611156.000000 Penalty: 5819.604004
	Iteration 12Q: 3 clusters Score -1.461116e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 120238 members 
Entering Unmasked Estep 
Score: -14614071.000000 Penalty: 5819.604004
	Iteration 13Q: 3 clusters Score -1.461407e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 122022 members 
Entering Unmasked Estep 
Score: -14615437.000000 Penalty: 5819.604004
	Iteration 14Q: 3 clusters Score -1.461544e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 122980 members 
Entering Unmasked Estep 
Score: -14616138.000000 Penalty: 5819.604004
	Iteration 15Q: 3 clusters Score -1.461614e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
Score: -14616559.000000 Penalty: 5819.604004
	Iteration 16Q: 3 clusters Score -1.461656e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 123746 members 
Entering Unmasked Estep 
Score: -14616775.000000 Penalty: 5819.604004
	Iteration 17Q: 3 clusters Score -1.461678e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 123886 members 
Entering Unmasked Estep 
Score: -14616883.000000 Penalty: 5819.604004
	Iteration 18Q: 3 clusters Score -1.461688e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 123964 members 
Entering Unmasked Estep 
Score: -14616968.000000 Penalty: 5819.604004
	Iteration 19Q: 3 clusters Score -1.461697e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 124004 members 
Entering Unmasked Estep 
Score: -14617013.000000 Penalty: 5819.604004
	Iteration 20F: 3 clusters Score -1.461701e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 124031 members 
Entering Unmasked Estep 
Score: -14617023.000000 Penalty: 5819.604004
	Iteration 21Q: 3 clusters Score -1.461702e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 124045 members 
Entering Unmasked Estep 
Score: -14617055.000000 Penalty: 5819.604004
	Iteration 22Q: 3 clusters Score -1.461706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 124065 members 
Entering Unmasked Estep 
Score: -14617079.000000 Penalty: 5819.604004
	Iteration 23Q: 3 clusters Score -1.461708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 124082 members 
Entering Unmasked Estep 
Score: -14617097.000000 Penalty: 5819.604004
	Iteration 24Q: 3 clusters Score -1.46171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 124099 members 
Entering Unmasked Estep 
Score: -14617113.000000 Penalty: 5819.604004
	Iteration 25Q: 3 clusters Score -1.461711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 124112 members 
Entering Unmasked Estep 
Score: -14617118.000000 Penalty: 5819.604004
	Iteration 26Q: 3 clusters Score -1.461712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 124124 members 
Entering Unmasked Estep 
Score: -14617122.000000 Penalty: 5819.604004
	Iteration 27Q: 3 clusters Score -1.461712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 124134 members 
Entering Unmasked Estep 
Score: -14617133.000000 Penalty: 5819.604004
	Iteration 28Q: 3 clusters Score -1.461713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 124139 members 
Entering Unmasked Estep 
Score: -14617155.000000 Penalty: 5819.604004
	Iteration 29Q: 3 clusters Score -1.461716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 124145 members 
Entering Unmasked Estep 
Score: -14617144.000000 Penalty: 5819.604004
	Iteration 30Q: 3 clusters Score -1.461714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 124148 members 
Entering Unmasked Estep 
Score: -14617147.000000 Penalty: 5819.604004
	Iteration 31Q: 3 clusters Score -1.461715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 124149 members 
Entering Unmasked Estep 
Score: -14617148.000000 Penalty: 5819.604004
	Iteration 32Q: 3 clusters Score -1.461715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 124150 members 
Entering Unmasked Estep 
Score: -14617144.000000 Penalty: 5819.604004
	Iteration 33Q: 3 clusters Score -1.461714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 124150 members 
Entering Unmasked Estep 
Score: -14617147.000000 Penalty: 5819.604004
	Iteration 34Q: 3 clusters Score -1.461715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 124152 members 
Entering Unmasked Estep 
Score: -14617150.000000 Penalty: 5819.604004
	Iteration 35Q: 3 clusters Score -1.461715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 124152 members 
Entering Unmasked Estep 
Score: -14617155.000000 Penalty: 5819.604004
	Iteration 36Q: 3 clusters Score -1.461716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 124154 members 
Entering Unmasked Estep 
Score: -14617151.000000 Penalty: 5819.604004
	Iteration 37Q: 3 clusters Score -1.461715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 124153 members 
Entering Unmasked Estep 
Score: -14617149.000000 Penalty: 5819.604004
	Iteration 38Q: 3 clusters Score -1.461715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 124154 members 
Entering Unmasked Estep 
Score: -14617155.000000 Penalty: 5819.604004
	Iteration 39Q: 3 clusters Score -1.461716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 124155 members 
Entering Unmasked Estep 
Score: -14617147.000000 Penalty: 5819.604004
	Iteration 40F: 3 clusters Score -1.461715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -92210.648438 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -92210.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -90376.062500 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -90376.06 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90612.062500 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -90612.06 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90709.367188 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -90709.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90759.179688 Penalty: 3341.535645
	Iteration 3Q: 3 clusters Score -90759.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90790.601562 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -90790.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -90818.406250 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -90818.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90847.710938 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -90847.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90864.429688 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -90864.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90871.109375 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -90871.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90872.929688 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -90872.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90872.929688 Penalty: 3341.535645
	Iteration 10F: 3 clusters Score -90872.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Entering Unmasked Estep 
Score: -2576799.000000 Penalty: 2479.216797
	Iteration 0F: 2 clusters Score -2576799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2561465.000000 Penalty: 4958.433594
	Iteration 0F: 3 clusters Score -2561465 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2566579.750000 Penalty: 4958.433594
	Iteration 1F: 3 clusters Score -2566580 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2567020.750000 Penalty: 4958.433594
	Iteration 2F: 3 clusters Score -2567021 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2567526.000000 Penalty: 4958.433594
	Iteration 3Q: 3 clusters Score -2567526 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2568230.000000 Penalty: 4958.433594
	Iteration 4F: 3 clusters Score -2568230 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2569256.500000 Penalty: 4958.433594
	Iteration 5F: 3 clusters Score -2569256 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2570686.750000 Penalty: 4958.433594
	Iteration 6F: 3 clusters Score -2570687 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2572226.000000 Penalty: 4958.433594
	Iteration 7F: 3 clusters Score -2572226 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2573509.250000 Penalty: 4958.433594
	Iteration 8F: 3 clusters Score -2573509 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2574371.500000 Penalty: 4958.433594
	Iteration 9Q: 3 clusters Score -2574372 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2574799.500000 Penalty: 4958.433594
	Iteration 10Q: 3 clusters Score -2574800 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2574970.750000 Penalty: 4958.433594
	Iteration 11Q: 3 clusters Score -2574971 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2575071.750000 Penalty: 4958.433594
	Iteration 12Q: 3 clusters Score -2575072 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2575117.250000 Penalty: 4958.433594
	Iteration 13Q: 3 clusters Score -2575117 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2575149.500000 Penalty: 4958.433594
	Iteration 14Q: 3 clusters Score -2575150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2575173.000000 Penalty: 4958.433594
	Iteration 15Q: 3 clusters Score -2575173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2575189.750000 Penalty: 4958.433594
	Iteration 16Q: 3 clusters Score -2575190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2575196.000000 Penalty: 4958.433594
	Iteration 17Q: 3 clusters Score -2575196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2575214.000000 Penalty: 4958.433594
	Iteration 18Q: 3 clusters Score -2575214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2575222.750000 Penalty: 4958.433594
	Iteration 19Q: 3 clusters Score -2575223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2575228.750000 Penalty: 4958.433594
	Iteration 20F: 3 clusters Score -2575229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2575242.500000 Penalty: 4958.433594
	Iteration 21Q: 3 clusters Score -2575242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2575258.000000 Penalty: 4958.433594
	Iteration 22Q: 3 clusters Score -2575258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2575258.500000 Penalty: 4958.433594
	Iteration 23Q: 3 clusters Score -2575258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2575268.750000 Penalty: 4958.433594
	Iteration 24Q: 3 clusters Score -2575269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2575270.250000 Penalty: 4958.433594
	Iteration 25Q: 3 clusters Score -2575270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2575278.250000 Penalty: 4958.433594
	Iteration 26Q: 3 clusters Score -2575278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2575285.250000 Penalty: 4958.433594
	Iteration 27Q: 3 clusters Score -2575285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2575285.500000 Penalty: 4958.433594
	Iteration 28Q: 3 clusters Score -2575286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2575286.500000 Penalty: 4958.433594
	Iteration 29Q: 3 clusters Score -2575286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2575283.000000 Penalty: 4958.433594
	Iteration 30Q: 3 clusters Score -2575283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2575284.000000 Penalty: 4958.433594
	Iteration 31Q: 3 clusters Score -2575284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2575291.000000 Penalty: 4958.433594
	Iteration 32Q: 3 clusters Score -2575291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2575293.750000 Penalty: 4958.433594
	Iteration 33Q: 3 clusters Score -2575294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2575295.500000 Penalty: 4958.433594
	Iteration 34Q: 3 clusters Score -2575296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2575296.750000 Penalty: 4958.433594
	Iteration 35Q: 3 clusters Score -2575297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2575298.250000 Penalty: 4958.433594
	Iteration 36Q: 3 clusters Score -2575298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2575299.250000 Penalty: 4958.433594
	Iteration 37Q: 3 clusters Score -2575299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2575297.500000 Penalty: 4958.433594
	Iteration 38Q: 3 clusters Score -2575298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2575297.500000 Penalty: 4958.433594
	Iteration 39F: 3 clusters Score -2575298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Entering Unmasked Estep 
Score: -4972589.000000 Penalty: 2650.285400
	Iteration 0F: 2 clusters Score -4972589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -4942914.500000 Penalty: 5300.570801
	Iteration 0F: 3 clusters Score -4942914 nChanged 20108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -4954035.500000 Penalty: 5300.570801
	Iteration 1F: 3 clusters Score -4954036 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -4954518.500000 Penalty: 5300.570801
	Iteration 2Q: 3 clusters Score -4954518 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -4954907.500000 Penalty: 5300.570801
	Iteration 3Q: 3 clusters Score -4954908 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -4955261.500000 Penalty: 5300.570801
	Iteration 4Q: 3 clusters Score -4955262 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4955550.000000 Penalty: 5300.570801
	Iteration 5Q: 3 clusters Score -4955550 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -4955834.000000 Penalty: 5300.570801
	Iteration 6Q: 3 clusters Score -4955834 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -4956094.500000 Penalty: 5300.570801
	Iteration 7Q: 3 clusters Score -4956094 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4956328.000000 Penalty: 5300.570801
	Iteration 8Q: 3 clusters Score -4956328 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -4956523.500000 Penalty: 5300.570801
	Iteration 9Q: 3 clusters Score -4956524 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -4956767.500000 Penalty: 5300.570801
	Iteration 10Q: 3 clusters Score -4956768 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -4957084.500000 Penalty: 5300.570801
	Iteration 11Q: 3 clusters Score -4957084 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -4957406.000000 Penalty: 5300.570801
	Iteration 12Q: 3 clusters Score -4957406 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -4957834.500000 Penalty: 5300.570801
	Iteration 13Q: 3 clusters Score -4957834 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -4958423.000000 Penalty: 5300.570801
	Iteration 14Q: 3 clusters Score -4958423 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4959227.000000 Penalty: 5300.570801
	Iteration 15Q: 3 clusters Score -4959227 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4960338.000000 Penalty: 5300.570801
	Iteration 16Q: 3 clusters Score -4960338 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -4961474.000000 Penalty: 5300.570801
	Iteration 17Q: 3 clusters Score -4961474 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -4962396.000000 Penalty: 5300.570801
	Iteration 18Q: 3 clusters Score -4962396 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -4963136.000000 Penalty: 5300.570801
	Iteration 19Q: 3 clusters Score -4963136 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -4963678.500000 Penalty: 5300.570801
	Iteration 20F: 3 clusters Score -4963678 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -4964099.000000 Penalty: 5300.570801
	Iteration 21Q: 3 clusters Score -4964099 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4964445.500000 Penalty: 5300.570801
	Iteration 22Q: 3 clusters Score -4964446 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -4964794.000000 Penalty: 5300.570801
	Iteration 23Q: 3 clusters Score -4964794 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4965166.000000 Penalty: 5300.570801
	Iteration 24Q: 3 clusters Score -4965166 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -4965581.500000 Penalty: 5300.570801
	Iteration 25Q: 3 clusters Score -4965582 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4966042.000000 Penalty: 5300.570801
	Iteration 26Q: 3 clusters Score -4966042 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -4966496.500000 Penalty: 5300.570801
	Iteration 27Q: 3 clusters Score -4966496 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -4966981.500000 Penalty: 5300.570801
	Iteration 28Q: 3 clusters Score -4966982 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -4967454.000000 Penalty: 5300.570801
	Iteration 29Q: 3 clusters Score -4967454 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -4967933.500000 Penalty: 5300.570801
	Iteration 30Q: 3 clusters Score -4967934 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -4968342.000000 Penalty: 5300.570801
	Iteration 31Q: 3 clusters Score -4968342 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -4968690.500000 Penalty: 5300.570801
	Iteration 32Q: 3 clusters Score -4968690 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -4969024.000000 Penalty: 5300.570801
	Iteration 33Q: 3 clusters Score -4969024 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -4969360.500000 Penalty: 5300.570801
	Iteration 34Q: 3 clusters Score -4969360 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -4969636.500000 Penalty: 5300.570801
	Iteration 35Q: 3 clusters Score -4969636 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -4969835.500000 Penalty: 5300.570801
	Iteration 36Q: 3 clusters Score -4969836 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -4969965.000000 Penalty: 5300.570801
	Iteration 37Q: 3 clusters Score -4969965 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -4970048.500000 Penalty: 5300.570801
	Iteration 38Q: 3 clusters Score -4970048 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -4970112.500000 Penalty: 5300.570801
	Iteration 39Q: 3 clusters Score -4970112 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -4970180.000000 Penalty: 5300.570801
	Iteration 40F: 3 clusters Score -4970180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -4970218.500000 Penalty: 5300.570801
	Iteration 41Q: 3 clusters Score -4970218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -4970263.000000 Penalty: 5300.570801
	Iteration 42Q: 3 clusters Score -4970263 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -4970303.500000 Penalty: 5300.570801
	Iteration 43Q: 3 clusters Score -4970304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -4970348.000000 Penalty: 5300.570801
	Iteration 44Q: 3 clusters Score -4970348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -4970383.500000 Penalty: 5300.570801
	Iteration 45Q: 3 clusters Score -4970384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -4970412.500000 Penalty: 5300.570801
	Iteration 46Q: 3 clusters Score -4970412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -4970439.500000 Penalty: 5300.570801
	Iteration 47Q: 3 clusters Score -4970440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -4970463.000000 Penalty: 5300.570801
	Iteration 48Q: 3 clusters Score -4970463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -4970487.500000 Penalty: 5300.570801
	Iteration 49Q: 3 clusters Score -4970488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -4970506.500000 Penalty: 5300.570801
	Iteration 50Q: 3 clusters Score -4970506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -4970522.500000 Penalty: 5300.570801
	Iteration 51Q: 3 clusters Score -4970522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -4970524.000000 Penalty: 5300.570801
	Iteration 52Q: 3 clusters Score -4970524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -4970533.000000 Penalty: 5300.570801
	Iteration 53Q: 3 clusters Score -4970533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -4970542.500000 Penalty: 5300.570801
	Iteration 54Q: 3 clusters Score -4970542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -4970546.500000 Penalty: 5300.570801
	Iteration 55Q: 3 clusters Score -4970546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -4970552.000000 Penalty: 5300.570801
	Iteration 56Q: 3 clusters Score -4970552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -4970552.500000 Penalty: 5300.570801
	Iteration 57Q: 3 clusters Score -4970552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -4970553.000000 Penalty: 5300.570801
	Iteration 58Q: 3 clusters Score -4970553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -4970551.500000 Penalty: 5300.570801
	Iteration 59Q: 3 clusters Score -4970552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -4970553.500000 Penalty: 5300.570801
	Iteration 60F: 3 clusters Score -4970554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -4970554.000000 Penalty: 5300.570801
	Iteration 61Q: 3 clusters Score -4970554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -4970558.500000 Penalty: 5300.570801
	Iteration 62Q: 3 clusters Score -4970558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -4970561.500000 Penalty: 5300.570801
	Iteration 63Q: 3 clusters Score -4970562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -4970561.500000 Penalty: 5300.570801
	Iteration 64F: 3 clusters Score -4970562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 217304 members 
Mstep: Class 4 contains 20525 members 
Mstep: Class 7 contains 178405 members 
Mstep: Class 8 contains 2911 members 
Mstep: Class 9 contains 1298 members 
Mstep: Class 10 contains 28832 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 14 contains 124626 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 21957 members 
Mstep: Class 19 contains 43767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648960.000000 Penalty: 43162.746094
Iteration 159Q: 14 clusters Score -7.464896e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3445 members 
Mstep: Class 3 contains 217601 members 
Mstep: Class 4 contains 20392 members 
Mstep: Class 7 contains 177837 members 
Mstep: Class 8 contains 2910 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 28787 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 124146 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22008 members 
Mstep: Class 19 contains 43711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74650552.000000 Penalty: 43162.746094
Iteration 160F: 14 clusters Score -7.465055e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3531 members 
Mstep: Class 3 contains 217894 members 
Mstep: Class 4 contains 20273 members 
Mstep: Class 7 contains 177486 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 28761 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 123738 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22083 members 
Mstep: Class 19 contains 43652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651144.000000 Penalty: 43162.746094
Iteration 161Q: 14 clusters Score -7.465114e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 218147 members 
Mstep: Class 4 contains 20147 members 
Mstep: Class 7 contains 177267 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 28740 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 123368 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22148 members 
Mstep: Class 19 contains 43588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651680.000000 Penalty: 43162.746094
Iteration 162Q: 14 clusters Score -7.465168e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 3599 members 
Mstep: Class 3 contains 218344 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 7 contains 177123 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 28726 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 123002 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22207 members 
Mstep: Class 19 contains 43524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651856.000000 Penalty: 43162.746094
Iteration 163Q: 14 clusters Score -7.465186e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3616 members 
Mstep: Class 3 contains 218455 members 
Mstep: Class 4 contains 19924 members 
Mstep: Class 7 contains 177117 members 
Mstep: Class 8 contains 2889 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 28719 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 122644 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22248 members 
Mstep: Class 19 contains 43445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652176.000000 Penalty: 43162.746094
Iteration 164Q: 14 clusters Score -7.465218e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 218562 members 
Mstep: Class 4 contains 19812 members 
Mstep: Class 7 contains 177138 members 
Mstep: Class 8 contains 2885 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 28716 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 122301 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22286 members 
Mstep: Class 19 contains 43367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652464.000000 Penalty: 43162.746094
Iteration 165Q: 14 clusters Score -7.465246e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3641 members 
Mstep: Class 3 contains 218527 members 
Mstep: Class 4 contains 19705 members 
Mstep: Class 7 contains 177282 members 
Mstep: Class 8 contains 2878 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 28706 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 122027 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22326 members 
Mstep: Class 19 contains 43283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652576.000000 Penalty: 43162.746094
Iteration 166Q: 14 clusters Score -7.465258e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 3649 members 
Mstep: Class 3 contains 218428 members 
Mstep: Class 4 contains 19597 members 
Mstep: Class 7 contains 177450 members 
Mstep: Class 8 contains 2873 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 28704 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 121777 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22372 members 
Mstep: Class 19 contains 43205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653016.000000 Penalty: 43162.746094
Iteration 167Q: 14 clusters Score -7.465302e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 3657 members 
Mstep: Class 3 contains 218295 members 
Mstep: Class 4 contains 19504 members 
Mstep: Class 7 contains 177626 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 28703 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 121540 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22400 members 
Mstep: Class 19 contains 43132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653528.000000 Penalty: 43162.746094
Iteration 168Q: 14 clusters Score -7.465353e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 3673 members 
Mstep: Class 3 contains 218032 members 
Mstep: Class 4 contains 19410 members 
Mstep: Class 7 contains 177953 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 1298 members 
Mstep: Class 10 contains 28698 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 121347 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22415 members 
Mstep: Class 19 contains 43061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653808.000000 Penalty: 43162.746094
Iteration 169Q: 14 clusters Score -7.465381e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 3683 members 
Mstep: Class 3 contains 217749 members 
Mstep: Class 4 contains 19348 members 
Mstep: Class 7 contains 178299 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 28695 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 121185 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22419 members 
Mstep: Class 19 contains 42973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654008.000000 Penalty: 43162.746094
Iteration 170Q: 14 clusters Score -7.465401e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 217484 members 
Mstep: Class 4 contains 19265 members 
Mstep: Class 7 contains 178705 members 
Mstep: Class 8 contains 2834 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28687 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 14 contains 120991 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 22426 members 
Mstep: Class 19 contains 42888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654272.000000 Penalty: 43162.746094
Iteration 171Q: 14 clusters Score -7.465427e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 217227 members 
Mstep: Class 4 contains 19192 members 
Mstep: Class 7 contains 179161 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28677 members 
Mstep: Class 12 contains 205 members 
Mstep: Class 14 contains 120764 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22426 members 
Mstep: Class 19 contains 42814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654584.000000 Penalty: 43162.746094
Iteration 172Q: 14 clusters Score -7.465458e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 3702 members 
Mstep: Class 3 contains 216972 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 7 contains 179570 members 
Mstep: Class 8 contains 2807 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 28678 members 
Mstep: Class 12 contains 205 members 
Mstep: Class 14 contains 120578 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22433 members 
Mstep: Class 19 contains 42754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654696.000000 Penalty: 43162.746094
Iteration 173Q: 14 clusters Score -7.46547e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 3709 members 
Mstep: Class 3 contains 216719 members 
Mstep: Class 4 contains 19057 members 
Mstep: Class 7 contains 179988 members 
Mstep: Class 8 contains 2797 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 28678 members 
Mstep: Class 12 contains 205 members 
Mstep: Class 14 contains 120397 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22441 members 
Mstep: Class 19 contains 42687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654616.000000 Penalty: 43162.746094
Iteration 174Q: 14 clusters Score -7.465462e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 3711 members 
Mstep: Class 3 contains 216508 members 
Mstep: Class 4 contains 18995 members 
Mstep: Class 7 contains 180403 members 
Mstep: Class 8 contains 2789 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28676 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 120204 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22441 members 
Mstep: Class 19 contains 42609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654936.000000 Penalty: 43162.746094
Iteration 175Q: 14 clusters Score -7.465494e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3709 members 
Mstep: Class 3 contains 216327 members 
Mstep: Class 4 contains 18944 members 
Mstep: Class 7 contains 180793 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28673 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 120033 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22418 members 
Mstep: Class 19 contains 42541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654872.000000 Penalty: 43162.746094
Iteration 176Q: 14 clusters Score -7.465487e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 3712 members 
Mstep: Class 3 contains 216216 members 
Mstep: Class 4 contains 18900 members 
Mstep: Class 7 contains 181110 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 28666 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 119844 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22400 members 
Mstep: Class 19 contains 42483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655048.000000 Penalty: 43162.746094
Iteration 177Q: 14 clusters Score -7.465505e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 3719 members 
Mstep: Class 3 contains 216151 members 
Mstep: Class 4 contains 18871 members 
Mstep: Class 7 contains 181369 members 
Mstep: Class 8 contains 2761 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28664 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 119645 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22376 members 
Mstep: Class 19 contains 42436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655144.000000 Penalty: 43162.746094
Iteration 178Q: 14 clusters Score -7.465514e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 3726 members 
Mstep: Class 3 contains 216152 members 
Mstep: Class 4 contains 18845 members 
Mstep: Class 7 contains 181551 members 
Mstep: Class 8 contains 2759 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28657 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 119455 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22344 members 
Mstep: Class 19 contains 42374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655312.000000 Penalty: 43162.746094
Iteration 179Q: 14 clusters Score -7.465531e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 3731 members 
Mstep: Class 3 contains 216186 members 
Mstep: Class 4 contains 18826 members 
Mstep: Class 7 contains 181708 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 119266 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22325 members 
Mstep: Class 19 contains 42319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655320.000000 Penalty: 43162.746094
Iteration 180F: 14 clusters Score -7.465532e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 3732 members 
Mstep: Class 3 contains 216240 members 
Mstep: Class 4 contains 18810 members 
Mstep: Class 7 contains 181852 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 119073 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22306 members 
Mstep: Class 19 contains 42275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655336.000000 Penalty: 43162.746094
Iteration 181Q: 14 clusters Score -7.465534e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 3731 members 
Mstep: Class 3 contains 216340 members 
Mstep: Class 4 contains 18801 members 
Mstep: Class 7 contains 181975 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 118898 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22292 members 
Mstep: Class 19 contains 42208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655216.000000 Penalty: 43162.746094
Iteration 182Q: 14 clusters Score -7.465522e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 3736 members 
Mstep: Class 3 contains 216397 members 
Mstep: Class 4 contains 18784 members 
Mstep: Class 7 contains 182082 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28648 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 118781 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 22285 members 
Mstep: Class 19 contains 42156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655064.000000 Penalty: 43162.746094
Iteration 183Q: 14 clusters Score -7.465506e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 216500 members 
Mstep: Class 4 contains 18767 members 
Mstep: Class 7 contains 182136 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 118675 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22277 members 
Mstep: Class 19 contains 42112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655088.000000 Penalty: 43162.746094
Iteration 184Q: 14 clusters Score -7.465509e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 3747 members 
Mstep: Class 3 contains 216581 members 
Mstep: Class 4 contains 18748 members 
Mstep: Class 7 contains 182203 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28644 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 118574 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22279 members 
Mstep: Class 19 contains 42064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655168.000000 Penalty: 43162.746094
Iteration 185Q: 14 clusters Score -7.465517e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 216709 members 
Mstep: Class 4 contains 18737 members 
Mstep: Class 7 contains 182211 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28642 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 118485 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22272 members 
Mstep: Class 19 contains 42019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655392.000000 Penalty: 43162.746094
Iteration 186Q: 14 clusters Score -7.465539e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 216840 members 
Mstep: Class 4 contains 18722 members 
Mstep: Class 7 contains 182186 members 
Mstep: Class 8 contains 2721 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 28642 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 118420 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22269 members 
Mstep: Class 19 contains 41981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655472.000000 Penalty: 43162.746094
Iteration 187Q: 14 clusters Score -7.465547e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 216980 members 
Mstep: Class 4 contains 18709 members 
Mstep: Class 7 contains 182170 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28639 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 118337 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22268 members 
Mstep: Class 19 contains 41948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655424.000000 Penalty: 43162.746094
Iteration 188Q: 14 clusters Score -7.465542e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 3747 members 
Mstep: Class 3 contains 217135 members 
Mstep: Class 4 contains 18699 members 
Mstep: Class 7 contains 182128 members 
Mstep: Class 8 contains 2693 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28637 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 118241 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22272 members 
Mstep: Class 19 contains 41927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655504.000000 Penalty: 43162.746094
Iteration 189Q: 14 clusters Score -7.46555e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 217319 members 
Mstep: Class 4 contains 18688 members 
Mstep: Class 7 contains 182074 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28639 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 118125 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22277 members 
Mstep: Class 19 contains 41897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655608.000000 Penalty: 43162.746094
Iteration 190Q: 14 clusters Score -7.465561e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 3747 members 
Mstep: Class 3 contains 217520 members 
Mstep: Class 4 contains 18682 members 
Mstep: Class 7 contains 182009 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28639 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 118016 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22281 members 
Mstep: Class 19 contains 41864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655512.000000 Penalty: 43162.746094
Iteration 191Q: 14 clusters Score -7.465551e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 217737 members 
Mstep: Class 4 contains 18672 members 
Mstep: Class 7 contains 181935 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 28637 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 117898 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22289 members 
Mstep: Class 19 contains 41829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655456.000000 Penalty: 43162.746094
Iteration 192Q: 14 clusters Score -7.465546e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 217949 members 
Mstep: Class 4 contains 18667 members 
Mstep: Class 7 contains 181864 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28636 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 117784 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22289 members 
Mstep: Class 19 contains 41810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655456.000000 Penalty: 43162.746094
Iteration 193Q: 14 clusters Score -7.465546e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 218203 members 
Mstep: Class 4 contains 18657 members 
Mstep: Class 7 contains 181790 members 
Mstep: Class 8 contains 2657 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28634 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 117643 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655448.000000 Penalty: 43162.746094
Iteration 194Q: 14 clusters Score -7.465545e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3749 members 
Mstep: Class 3 contains 218443 members 
Mstep: Class 4 contains 18648 members 
Mstep: Class 7 contains 181739 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28632 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 117497 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22292 members 
Mstep: Class 19 contains 41739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655488.000000 Penalty: 43162.746094
Iteration 195Q: 14 clusters Score -7.465549e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 218682 members 
Mstep: Class 4 contains 18638 members 
Mstep: Class 7 contains 181671 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28632 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 117357 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655440.000000 Penalty: 43162.746094
Iteration 196Q: 14 clusters Score -7.465544e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3749 members 
Mstep: Class 3 contains 218904 members 
Mstep: Class 4 contains 18634 members 
Mstep: Class 7 contains 181622 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28632 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 117211 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655504.000000 Penalty: 43162.746094
Iteration 197Q: 14 clusters Score -7.46555e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 219103 members 
Mstep: Class 4 contains 18632 members 
Mstep: Class 7 contains 181570 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28633 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 117085 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22298 members 
Mstep: Class 19 contains 41670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655448.000000 Penalty: 43162.746094
Iteration 198Q: 14 clusters Score -7.465545e+07 nChanged 453
Entering ConstructFrom: 
Score: -74655448.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 1 (14361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Entering Unmasked Estep 
Score: -1700115.750000 Penalty: 2373.923340
	Iteration 0F: 2 clusters Score -1700116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1689646.375000 Penalty: 4747.846680
	Iteration 0F: 3 clusters Score -1689646 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1692799.000000 Penalty: 4747.846680
	Iteration 1F: 3 clusters Score -1692799 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1693204.500000 Penalty: 4747.846680
	Iteration 2F: 3 clusters Score -1693204 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1693526.125000 Penalty: 4747.846680
	Iteration 3F: 3 clusters Score -1693526 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1693827.250000 Penalty: 4747.846680
	Iteration 4Q: 3 clusters Score -1693827 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1694149.250000 Penalty: 4747.846680
	Iteration 5Q: 3 clusters Score -1694149 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1694502.000000 Penalty: 4747.846680
	Iteration 6Q: 3 clusters Score -1694502 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1694903.250000 Penalty: 4747.846680
	Iteration 7Q: 3 clusters Score -1694903 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1695371.000000 Penalty: 4747.846680
	Iteration 8F: 3 clusters Score -1695371 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1695867.875000 Penalty: 4747.846680
	Iteration 9F: 3 clusters Score -1695868 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1696333.875000 Penalty: 4747.846680
	Iteration 10Q: 3 clusters Score -1696334 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1696818.750000 Penalty: 4747.846680
	Iteration 11Q: 3 clusters Score -1696819 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1697218.125000 Penalty: 4747.846680
	Iteration 12Q: 3 clusters Score -1697218 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1697507.000000 Penalty: 4747.846680
	Iteration 13Q: 3 clusters Score -1697507 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1697737.875000 Penalty: 4747.846680
	Iteration 14Q: 3 clusters Score -1697738 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1697846.750000 Penalty: 4747.846680
	Iteration 15Q: 3 clusters Score -1697847 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1697925.250000 Penalty: 4747.846680
	Iteration 16Q: 3 clusters Score -1697925 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1697983.750000 Penalty: 4747.846680
	Iteration 17Q: 3 clusters Score -1697984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1698011.750000 Penalty: 4747.846680
	Iteration 18Q: 3 clusters Score -1698012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1698037.250000 Penalty: 4747.846680
	Iteration 19Q: 3 clusters Score -1698037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1698055.500000 Penalty: 4747.846680
	Iteration 20F: 3 clusters Score -1698056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1698070.000000 Penalty: 4747.846680
	Iteration 21Q: 3 clusters Score -1698070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1698083.500000 Penalty: 4747.846680
	Iteration 22Q: 3 clusters Score -1698084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1698085.625000 Penalty: 4747.846680
	Iteration 23Q: 3 clusters Score -1698086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1698102.875000 Penalty: 4747.846680
	Iteration 24Q: 3 clusters Score -1698103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1698111.500000 Penalty: 4747.846680
	Iteration 25Q: 3 clusters Score -1698112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1698118.625000 Penalty: 4747.846680
	Iteration 26Q: 3 clusters Score -1698119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1698123.625000 Penalty: 4747.846680
	Iteration 27Q: 3 clusters Score -1698124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1698133.375000 Penalty: 4747.846680
	Iteration 28Q: 3 clusters Score -1698133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1698139.500000 Penalty: 4747.846680
	Iteration 29Q: 3 clusters Score -1698140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1698145.250000 Penalty: 4747.846680
	Iteration 30Q: 3 clusters Score -1698145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1698147.750000 Penalty: 4747.846680
	Iteration 31Q: 3 clusters Score -1698148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1698147.250000 Penalty: 4747.846680
	Iteration 32Q: 3 clusters Score -1698147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1698149.000000 Penalty: 4747.846680
	Iteration 33Q: 3 clusters Score -1698149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1698152.375000 Penalty: 4747.846680
	Iteration 34Q: 3 clusters Score -1698152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1698150.125000 Penalty: 4747.846680
	Iteration 35Q: 3 clusters Score -1698150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1698148.750000 Penalty: 4747.846680
	Iteration 36Q: 3 clusters Score -1698149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1698149.875000 Penalty: 4747.846680
	Iteration 37Q: 3 clusters Score -1698150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1698153.500000 Penalty: 4747.846680
	Iteration 38Q: 3 clusters Score -1698154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1698154.500000 Penalty: 4747.846680
	Iteration 39Q: 3 clusters Score -1698154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1698159.000000 Penalty: 4747.846680
	Iteration 40F: 3 clusters Score -1698159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1698159.875000 Penalty: 4747.846680
	Iteration 41Q: 3 clusters Score -1698160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1698159.500000 Penalty: 4747.846680
	Iteration 42Q: 3 clusters Score -1698160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1698162.375000 Penalty: 4747.846680
	Iteration 43Q: 3 clusters Score -1698162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1698165.000000 Penalty: 4747.846680
	Iteration 44Q: 3 clusters Score -1698165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1698168.250000 Penalty: 4747.846680
	Iteration 45Q: 3 clusters Score -1698168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1698166.125000 Penalty: 4747.846680
	Iteration 46Q: 3 clusters Score -1698166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1698170.375000 Penalty: 4747.846680
	Iteration 47Q: 3 clusters Score -1698170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1698168.375000 Penalty: 4747.846680
	Iteration 48Q: 3 clusters Score -1698168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1698168.375000 Penalty: 4747.846680
	Iteration 49F: 3 clusters Score -1698168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Entering Unmasked Estep 
Score: -434201.968750 Penalty: 2040.984741
	Iteration 0F: 2 clusters Score -434202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -430440.718750 Penalty: 4081.969482
	Iteration 0F: 3 clusters Score -430440.7 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -431293.812500 Penalty: 4081.969482
	Iteration 1F: 3 clusters Score -431293.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -431514.156250 Penalty: 4081.969482
	Iteration 2F: 3 clusters Score -431514.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -431633.937500 Penalty: 4081.969482
	Iteration 3Q: 3 clusters Score -431633.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -431729.906250 Penalty: 4081.969482
	Iteration 4Q: 3 clusters Score -431729.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -431811.750000 Penalty: 4081.969482
	Iteration 5Q: 3 clusters Score -431811.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -431870.218750 Penalty: 4081.969482
	Iteration 6Q: 3 clusters Score -431870.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -431924.750000 Penalty: 4081.969482
	Iteration 7Q: 3 clusters Score -431924.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -431984.406250 Penalty: 4081.969482
	Iteration 8Q: 3 clusters Score -431984.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -432034.156250 Penalty: 4081.969482
	Iteration 9Q: 3 clusters Score -432034.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -432068.843750 Penalty: 4081.969482
	Iteration 10Q: 3 clusters Score -432068.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -432095.687500 Penalty: 4081.969482
	Iteration 11Q: 3 clusters Score -432095.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -432121.125000 Penalty: 4081.969482
	Iteration 12Q: 3 clusters Score -432121.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -432141.281250 Penalty: 4081.969482
	Iteration 13Q: 3 clusters Score -432141.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -432159.312500 Penalty: 4081.969482
	Iteration 14Q: 3 clusters Score -432159.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -432170.531250 Penalty: 4081.969482
	Iteration 15Q: 3 clusters Score -432170.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -432180.531250 Penalty: 4081.969482
	Iteration 16Q: 3 clusters Score -432180.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -432190.875000 Penalty: 4081.969482
	Iteration 17Q: 3 clusters Score -432190.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -432203.718750 Penalty: 4081.969482
	Iteration 18Q: 3 clusters Score -432203.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -432215.656250 Penalty: 4081.969482
	Iteration 19Q: 3 clusters Score -432215.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -432230.968750 Penalty: 4081.969482
	Iteration 20F: 3 clusters Score -432231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -432246.593750 Penalty: 4081.969482
	Iteration 21Q: 3 clusters Score -432246.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -432260.281250 Penalty: 4081.969482
	Iteration 22Q: 3 clusters Score -432260.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -432270.500000 Penalty: 4081.969482
	Iteration 23Q: 3 clusters Score -432270.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -432278.875000 Penalty: 4081.969482
	Iteration 24Q: 3 clusters Score -432278.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -432285.437500 Penalty: 4081.969482
	Iteration 25Q: 3 clusters Score -432285.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -432291.687500 Penalty: 4081.969482
	Iteration 26Q: 3 clusters Score -432291.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -432298.750000 Penalty: 4081.969482
	Iteration 27Q: 3 clusters Score -432298.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -432304.000000 Penalty: 4081.969482
	Iteration 28Q: 3 clusters Score -432304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -432309.718750 Penalty: 4081.969482
	Iteration 29Q: 3 clusters Score -432309.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -432314.156250 Penalty: 4081.969482
	Iteration 30Q: 3 clusters Score -432314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -432316.656250 Penalty: 4081.969482
	Iteration 31Q: 3 clusters Score -432316.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -432320.718750 Penalty: 4081.969482
	Iteration 32Q: 3 clusters Score -432320.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -432323.375000 Penalty: 4081.969482
	Iteration 33Q: 3 clusters Score -432323.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -432325.468750 Penalty: 4081.969482
	Iteration 34Q: 3 clusters Score -432325.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -432327.343750 Penalty: 4081.969482
	Iteration 35Q: 3 clusters Score -432327.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -432327.718750 Penalty: 4081.969482
	Iteration 36Q: 3 clusters Score -432327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -432328.531250 Penalty: 4081.969482
	Iteration 37Q: 3 clusters Score -432328.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -432329.718750 Penalty: 4081.969482
	Iteration 38Q: 3 clusters Score -432329.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -432329.187500 Penalty: 4081.969482
	Iteration 39Q: 3 clusters Score -432329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -432330.562500 Penalty: 4081.969482
	Iteration 40F: 3 clusters Score -432330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -432330.968750 Penalty: 4081.969482
	Iteration 41Q: 3 clusters Score -432331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -432331.718750 Penalty: 4081.969482
	Iteration 42Q: 3 clusters Score -432331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -432333.218750 Penalty: 4081.969482
	Iteration 43Q: 3 clusters Score -432333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -432334.343750 Penalty: 4081.969482
	Iteration 44Q: 3 clusters Score -432334.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -432335.531250 Penalty: 4081.969482
	Iteration 45Q: 3 clusters Score -432335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -432335.312500 Penalty: 4081.969482
	Iteration 46Q: 3 clusters Score -432335.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -432335.343750 Penalty: 4081.969482
	Iteration 47Q: 3 clusters Score -432335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -432335.343750 Penalty: 4081.969482
	Iteration 48F: 3 clusters Score -432335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (219309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219309 members 
Entering Unmasked Estep 
Score: -25467892.000000 Penalty: 3049.962646
	Iteration 0F: 2 clusters Score -2.546789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110109 members 
Mstep: Class 2 contains 109200 members 
Entering Unmasked Estep 
Score: -25325702.000000 Penalty: 6099.925293
	Iteration 0F: 3 clusters Score -2.53257e+07 nChanged 105478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118087 members 
Mstep: Class 2 contains 101222 members 
Entering Unmasked Estep 
Score: -25387662.000000 Penalty: 6099.925293
	Iteration 1F: 3 clusters Score -2.538766e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122841 members 
Mstep: Class 2 contains 96468 members 
Entering Unmasked Estep 
Score: -25389804.000000 Penalty: 6099.925293
	Iteration 2Q: 3 clusters Score -2.53898e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130010 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -25393660.000000 Penalty: 6099.925293
	Iteration 3Q: 3 clusters Score -2.539366e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140662 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -25400308.000000 Penalty: 6099.925293
	Iteration 4F: 3 clusters Score -2.540031e+07 nChanged 15036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155172 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -25411348.000000 Penalty: 6099.925293
	Iteration 5F: 3 clusters Score -2.541135e+07 nChanged 17465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172421 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -25426288.000000 Penalty: 6099.925293
	Iteration 6F: 3 clusters Score -2.542629e+07 nChanged 16983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189290 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -25440532.000000 Penalty: 6099.925293
	Iteration 7F: 3 clusters Score -2.544053e+07 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202575 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -25452176.000000 Penalty: 6099.925293
	Iteration 8F: 3 clusters Score -2.545218e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211114 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -25459190.000000 Penalty: 6099.925293
	Iteration 9Q: 3 clusters Score -2.545919e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215464 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -25462380.000000 Penalty: 6099.925293
	Iteration 10Q: 3 clusters Score -2.546238e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217463 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -25463776.000000 Penalty: 6099.925293
	Iteration 11Q: 3 clusters Score -2.546378e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218236 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -25464382.000000 Penalty: 6099.925293
	Iteration 12Q: 3 clusters Score -2.546438e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218556 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -25464778.000000 Penalty: 6099.925293
	Iteration 13Q: 3 clusters Score -2.546478e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218723 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -25464956.000000 Penalty: 6099.925293
	Iteration 14Q: 3 clusters Score -2.546496e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218797 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -25465062.000000 Penalty: 6099.925293
	Iteration 15Q: 3 clusters Score -2.546506e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218840 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -25465094.000000 Penalty: 6099.925293
	Iteration 16Q: 3 clusters Score -2.546509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218856 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -25465138.000000 Penalty: 6099.925293
	Iteration 17Q: 3 clusters Score -2.546514e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218869 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -25465160.000000 Penalty: 6099.925293
	Iteration 18Q: 3 clusters Score -2.546516e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218877 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -25465154.000000 Penalty: 6099.925293
	Iteration 19Q: 3 clusters Score -2.546515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218879 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -25465178.000000 Penalty: 6099.925293
	Iteration 20F: 3 clusters Score -2.546518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218884 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -25465202.000000 Penalty: 6099.925293
	Iteration 21Q: 3 clusters Score -2.54652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218893 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -25465210.000000 Penalty: 6099.925293
	Iteration 22Q: 3 clusters Score -2.546521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218896 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -25465186.000000 Penalty: 6099.925293
	Iteration 23Q: 3 clusters Score -2.546519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218899 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -25465200.000000 Penalty: 6099.925293
	Iteration 24Q: 3 clusters Score -2.54652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218900 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -25465208.000000 Penalty: 6099.925293
	Iteration 25Q: 3 clusters Score -2.546521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218901 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -25465192.000000 Penalty: 6099.925293
	Iteration 26Q: 3 clusters Score -2.546519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218902 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -25465200.000000 Penalty: 6099.925293
	Iteration 27Q: 3 clusters Score -2.54652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218902 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -25465200.000000 Penalty: 6099.925293
	Iteration 28F: 3 clusters Score -2.54652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Entering Unmasked Estep 
Score: -2181277.250000 Penalty: 2438.453613
	Iteration 0F: 2 clusters Score -2181277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2168012.750000 Penalty: 4876.907227
	Iteration 0F: 3 clusters Score -2168013 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2172295.500000 Penalty: 4876.907227
	Iteration 1F: 3 clusters Score -2172296 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2172667.500000 Penalty: 4876.907227
	Iteration 2F: 3 clusters Score -2172668 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2173053.750000 Penalty: 4876.907227
	Iteration 3Q: 3 clusters Score -2173054 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2173494.000000 Penalty: 4876.907227
	Iteration 4Q: 3 clusters Score -2173494 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2173997.250000 Penalty: 4876.907227
	Iteration 5Q: 3 clusters Score -2173997 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2174549.750000 Penalty: 4876.907227
	Iteration 6F: 3 clusters Score -2174550 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2175118.500000 Penalty: 4876.907227
	Iteration 7F: 3 clusters Score -2175118 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2175765.500000 Penalty: 4876.907227
	Iteration 8F: 3 clusters Score -2175766 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2176420.500000 Penalty: 4876.907227
	Iteration 9F: 3 clusters Score -2176420 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2177121.500000 Penalty: 4876.907227
	Iteration 10F: 3 clusters Score -2177122 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2177702.000000 Penalty: 4876.907227
	Iteration 11Q: 3 clusters Score -2177702 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2178089.750000 Penalty: 4876.907227
	Iteration 12Q: 3 clusters Score -2178090 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2178325.750000 Penalty: 4876.907227
	Iteration 13Q: 3 clusters Score -2178326 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2178473.250000 Penalty: 4876.907227
	Iteration 14Q: 3 clusters Score -2178473 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2178579.000000 Penalty: 4876.907227
	Iteration 15Q: 3 clusters Score -2178579 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2178662.250000 Penalty: 4876.907227
	Iteration 16Q: 3 clusters Score -2178662 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2178719.250000 Penalty: 4876.907227
	Iteration 17Q: 3 clusters Score -2178719 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2178765.250000 Penalty: 4876.907227
	Iteration 18Q: 3 clusters Score -2178765 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2178802.500000 Penalty: 4876.907227
	Iteration 19Q: 3 clusters Score -2178802 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2178849.500000 Penalty: 4876.907227
	Iteration 20F: 3 clusters Score -2178850 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2178884.250000 Penalty: 4876.907227
	Iteration 21Q: 3 clusters Score -2178884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2178933.750000 Penalty: 4876.907227
	Iteration 22Q: 3 clusters Score -2178934 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2178962.250000 Penalty: 4876.907227
	Iteration 23Q: 3 clusters Score -2178962 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2178988.000000 Penalty: 4876.907227
	Iteration 24Q: 3 clusters Score -2178988 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2179019.750000 Penalty: 4876.907227
	Iteration 25Q: 3 clusters Score -2179020 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2179048.250000 Penalty: 4876.907227
	Iteration 26Q: 3 clusters Score -2179048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2179080.000000 Penalty: 4876.907227
	Iteration 27Q: 3 clusters Score -2179080 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2179114.250000 Penalty: 4876.907227
	Iteration 28Q: 3 clusters Score -2179114 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2179151.500000 Penalty: 4876.907227
	Iteration 29Q: 3 clusters Score -2179152 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2179183.000000 Penalty: 4876.907227
	Iteration 30Q: 3 clusters Score -2179183 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2179215.750000 Penalty: 4876.907227
	Iteration 31Q: 3 clusters Score -2179216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2179234.500000 Penalty: 4876.907227
	Iteration 32Q: 3 clusters Score -2179234 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2179252.250000 Penalty: 4876.907227
	Iteration 33Q: 3 clusters Score -2179252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2179269.500000 Penalty: 4876.907227
	Iteration 34Q: 3 clusters Score -2179270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2179284.250000 Penalty: 4876.907227
	Iteration 35Q: 3 clusters Score -2179284 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2179303.000000 Penalty: 4876.907227
	Iteration 36Q: 3 clusters Score -2179303 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2179332.000000 Penalty: 4876.907227
	Iteration 37Q: 3 clusters Score -2179332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2179352.250000 Penalty: 4876.907227
	Iteration 38Q: 3 clusters Score -2179352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2179363.750000 Penalty: 4876.907227
	Iteration 39Q: 3 clusters Score -2179364 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2179384.250000 Penalty: 4876.907227
	Iteration 40F: 3 clusters Score -2179384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2179409.250000 Penalty: 4876.907227
	Iteration 41Q: 3 clusters Score -2179409 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2179422.000000 Penalty: 4876.907227
	Iteration 42Q: 3 clusters Score -2179422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2179440.750000 Penalty: 4876.907227
	Iteration 43Q: 3 clusters Score -2179441 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2179458.750000 Penalty: 4876.907227
	Iteration 44Q: 3 clusters Score -2179459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2179467.500000 Penalty: 4876.907227
	Iteration 45Q: 3 clusters Score -2179468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2179486.250000 Penalty: 4876.907227
	Iteration 46Q: 3 clusters Score -2179486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2179502.750000 Penalty: 4876.907227
	Iteration 47Q: 3 clusters Score -2179503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2179527.250000 Penalty: 4876.907227
	Iteration 48Q: 3 clusters Score -2179527 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2179541.750000 Penalty: 4876.907227
	Iteration 49Q: 3 clusters Score -2179542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2179559.000000 Penalty: 4876.907227
	Iteration 50Q: 3 clusters Score -2179559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2179566.250000 Penalty: 4876.907227
	Iteration 51Q: 3 clusters Score -2179566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2179578.000000 Penalty: 4876.907227
	Iteration 52Q: 3 clusters Score -2179578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2179582.000000 Penalty: 4876.907227
	Iteration 53Q: 3 clusters Score -2179582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2179595.250000 Penalty: 4876.907227
	Iteration 54Q: 3 clusters Score -2179595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2179600.500000 Penalty: 4876.907227
	Iteration 55Q: 3 clusters Score -2179600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2179609.750000 Penalty: 4876.907227
	Iteration 56Q: 3 clusters Score -2179610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2179622.250000 Penalty: 4876.907227
	Iteration 57Q: 3 clusters Score -2179622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2179632.500000 Penalty: 4876.907227
	Iteration 58Q: 3 clusters Score -2179632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2179636.750000 Penalty: 4876.907227
	Iteration 59Q: 3 clusters Score -2179637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2179647.250000 Penalty: 4876.907227
	Iteration 60F: 3 clusters Score -2179647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2179650.000000 Penalty: 4876.907227
	Iteration 61Q: 3 clusters Score -2179650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2179661.750000 Penalty: 4876.907227
	Iteration 62Q: 3 clusters Score -2179662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2179667.000000 Penalty: 4876.907227
	Iteration 63Q: 3 clusters Score -2179667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2179682.250000 Penalty: 4876.907227
	Iteration 64Q: 3 clusters Score -2179682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2179683.750000 Penalty: 4876.907227
	Iteration 65Q: 3 clusters Score -2179684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2179686.500000 Penalty: 4876.907227
	Iteration 66Q: 3 clusters Score -2179686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2179692.500000 Penalty: 4876.907227
	Iteration 67Q: 3 clusters Score -2179692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2179697.750000 Penalty: 4876.907227
	Iteration 68Q: 3 clusters Score -2179698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2179707.250000 Penalty: 4876.907227
	Iteration 69Q: 3 clusters Score -2179707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2179713.250000 Penalty: 4876.907227
	Iteration 70Q: 3 clusters Score -2179713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2179717.250000 Penalty: 4876.907227
	Iteration 71Q: 3 clusters Score -2179717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2179719.000000 Penalty: 4876.907227
	Iteration 72Q: 3 clusters Score -2179719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2179719.750000 Penalty: 4876.907227
	Iteration 73Q: 3 clusters Score -2179720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2179720.750000 Penalty: 4876.907227
	Iteration 74Q: 3 clusters Score -2179721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2179725.750000 Penalty: 4876.907227
	Iteration 75Q: 3 clusters Score -2179726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2179727.500000 Penalty: 4876.907227
	Iteration 76Q: 3 clusters Score -2179728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2179723.250000 Penalty: 4876.907227
	Iteration 77Q: 3 clusters Score -2179723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2179724.500000 Penalty: 4876.907227
	Iteration 78Q: 3 clusters Score -2179724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2179726.000000 Penalty: 4876.907227
	Iteration 79Q: 3 clusters Score -2179726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2179728.500000 Penalty: 4876.907227
	Iteration 80F: 3 clusters Score -2179728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2179728.500000 Penalty: 4876.907227
	Iteration 81Q: 3 clusters Score -2179728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2179730.250000 Penalty: 4876.907227
	Iteration 82Q: 3 clusters Score -2179730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2179732.500000 Penalty: 4876.907227
	Iteration 83Q: 3 clusters Score -2179732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2179734.250000 Penalty: 4876.907227
	Iteration 84Q: 3 clusters Score -2179734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2179734.750000 Penalty: 4876.907227
	Iteration 85Q: 3 clusters Score -2179735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2179733.250000 Penalty: 4876.907227
	Iteration 86Q: 3 clusters Score -2179733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2179735.750000 Penalty: 4876.907227
	Iteration 87Q: 3 clusters Score -2179736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2179738.750000 Penalty: 4876.907227
	Iteration 88Q: 3 clusters Score -2179739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2179739.250000 Penalty: 4876.907227
	Iteration 89Q: 3 clusters Score -2179739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2179738.750000 Penalty: 4876.907227
	Iteration 90Q: 3 clusters Score -2179739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2179738.750000 Penalty: 4876.907227
	Iteration 91F: 3 clusters Score -2179739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (181509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181509 members 
Entering Unmasked Estep 
Score: -21055714.000000 Penalty: 3003.046875
	Iteration 0F: 2 clusters Score -2.105571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91133 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -20937516.000000 Penalty: 6006.093750
	Iteration 0F: 3 clusters Score -2.093752e+07 nChanged 87022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97879 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -20988772.000000 Penalty: 6006.093750
	Iteration 1F: 3 clusters Score -2.098877e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101687 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -20990692.000000 Penalty: 6006.093750
	Iteration 2Q: 3 clusters Score -2.099069e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107304 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -20993460.000000 Penalty: 6006.093750
	Iteration 3Q: 3 clusters Score -2.099346e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115308 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -20998252.000000 Penalty: 6006.093750
	Iteration 4Q: 3 clusters Score -2.099825e+07 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126427 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -21006696.000000 Penalty: 6006.093750
	Iteration 5F: 3 clusters Score -2.10067e+07 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140154 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -21018364.000000 Penalty: 6006.093750
	Iteration 6F: 3 clusters Score -2.101836e+07 nChanged 14196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154214 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -21031254.000000 Penalty: 6006.093750
	Iteration 7F: 3 clusters Score -2.103125e+07 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165493 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -21041134.000000 Penalty: 6006.093750
	Iteration 8F: 3 clusters Score -2.104113e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172491 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -21047266.000000 Penalty: 6006.093750
	Iteration 9Q: 3 clusters Score -2.104727e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176375 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -21050186.000000 Penalty: 6006.093750
	Iteration 10Q: 3 clusters Score -2.105019e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178362 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -21051688.000000 Penalty: 6006.093750
	Iteration 11Q: 3 clusters Score -2.105169e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179371 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -21052422.000000 Penalty: 6006.093750
	Iteration 12Q: 3 clusters Score -2.105242e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179864 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -21052706.000000 Penalty: 6006.093750
	Iteration 13Q: 3 clusters Score -2.105271e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180118 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -21052960.000000 Penalty: 6006.093750
	Iteration 14Q: 3 clusters Score -2.105296e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180278 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -21053066.000000 Penalty: 6006.093750
	Iteration 15Q: 3 clusters Score -2.105307e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180381 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -21053176.000000 Penalty: 6006.093750
	Iteration 16Q: 3 clusters Score -2.105318e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180447 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21053234.000000 Penalty: 6006.093750
	Iteration 17Q: 3 clusters Score -2.105323e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180493 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -21053278.000000 Penalty: 6006.093750
	Iteration 18Q: 3 clusters Score -2.105328e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180526 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -21053268.000000 Penalty: 6006.093750
	Iteration 19Q: 3 clusters Score -2.105327e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180540 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21053302.000000 Penalty: 6006.093750
	Iteration 20F: 3 clusters Score -2.10533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180557 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21053336.000000 Penalty: 6006.093750
	Iteration 21Q: 3 clusters Score -2.105334e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180575 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -21053342.000000 Penalty: 6006.093750
	Iteration 22Q: 3 clusters Score -2.105334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180591 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -21053370.000000 Penalty: 6006.093750
	Iteration 23Q: 3 clusters Score -2.105337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180606 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -21053368.000000 Penalty: 6006.093750
	Iteration 24Q: 3 clusters Score -2.105337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180611 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -21053356.000000 Penalty: 6006.093750
	Iteration 25Q: 3 clusters Score -2.105336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180615 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -21053356.000000 Penalty: 6006.093750
	Iteration 26Q: 3 clusters Score -2.105336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180621 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -21053376.000000 Penalty: 6006.093750
	Iteration 27Q: 3 clusters Score -2.105338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180624 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -21053400.000000 Penalty: 6006.093750
	Iteration 28Q: 3 clusters Score -2.10534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180630 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -21053410.000000 Penalty: 6006.093750
	Iteration 29Q: 3 clusters Score -2.105341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180637 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -21053386.000000 Penalty: 6006.093750
	Iteration 30Q: 3 clusters Score -2.105339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180642 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -21053396.000000 Penalty: 6006.093750
	Iteration 31Q: 3 clusters Score -2.10534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180649 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -21053392.000000 Penalty: 6006.093750
	Iteration 32Q: 3 clusters Score -2.105339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180656 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -21053396.000000 Penalty: 6006.093750
	Iteration 33Q: 3 clusters Score -2.10534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180658 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -21053392.000000 Penalty: 6006.093750
	Iteration 34Q: 3 clusters Score -2.105339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180660 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -21053418.000000 Penalty: 6006.093750
	Iteration 35Q: 3 clusters Score -2.105342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180662 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -21053426.000000 Penalty: 6006.093750
	Iteration 36Q: 3 clusters Score -2.105343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180666 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -21053424.000000 Penalty: 6006.093750
	Iteration 37Q: 3 clusters Score -2.105342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180667 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -21053430.000000 Penalty: 6006.093750
	Iteration 38Q: 3 clusters Score -2.105343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180669 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -21053432.000000 Penalty: 6006.093750
	Iteration 39Q: 3 clusters Score -2.105343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180670 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -21053440.000000 Penalty: 6006.093750
	Iteration 40F: 3 clusters Score -2.105344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180671 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -21053432.000000 Penalty: 6006.093750
	Iteration 41Q: 3 clusters Score -2.105343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180671 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -21053430.000000 Penalty: 6006.093750
	Iteration 42Q: 3 clusters Score -2.105343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180671 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -21053430.000000 Penalty: 6006.093750
	Iteration 43F: 3 clusters Score -2.105343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Entering Unmasked Estep 
Score: -293445.718750 Penalty: 1953.406372
	Iteration 0F: 2 clusters Score -293445.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -290400.593750 Penalty: 3906.812744
	Iteration 0F: 3 clusters Score -290400.6 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -290999.218750 Penalty: 3906.812744
	Iteration 1F: 3 clusters Score -290999.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -291146.031250 Penalty: 3906.812744
	Iteration 2F: 3 clusters Score -291146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -291254.062500 Penalty: 3906.812744
	Iteration 3Q: 3 clusters Score -291254.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -291316.500000 Penalty: 3906.812744
	Iteration 4Q: 3 clusters Score -291316.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -291366.031250 Penalty: 3906.812744
	Iteration 5Q: 3 clusters Score -291366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -291413.718750 Penalty: 3906.812744
	Iteration 6Q: 3 clusters Score -291413.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -291450.468750 Penalty: 3906.812744
	Iteration 7Q: 3 clusters Score -291450.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -291487.843750 Penalty: 3906.812744
	Iteration 8Q: 3 clusters Score -291487.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -291526.843750 Penalty: 3906.812744
	Iteration 9Q: 3 clusters Score -291526.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -291561.843750 Penalty: 3906.812744
	Iteration 10Q: 3 clusters Score -291561.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -291596.531250 Penalty: 3906.812744
	Iteration 11Q: 3 clusters Score -291596.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -291617.031250 Penalty: 3906.812744
	Iteration 12Q: 3 clusters Score -291617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -291637.625000 Penalty: 3906.812744
	Iteration 13Q: 3 clusters Score -291637.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -291651.187500 Penalty: 3906.812744
	Iteration 14Q: 3 clusters Score -291651.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -291665.593750 Penalty: 3906.812744
	Iteration 15Q: 3 clusters Score -291665.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -291669.875000 Penalty: 3906.812744
	Iteration 16Q: 3 clusters Score -291669.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -291674.000000 Penalty: 3906.812744
	Iteration 17Q: 3 clusters Score -291674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -291677.187500 Penalty: 3906.812744
	Iteration 18Q: 3 clusters Score -291677.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -291679.062500 Penalty: 3906.812744
	Iteration 19Q: 3 clusters Score -291679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -291680.750000 Penalty: 3906.812744
	Iteration 20F: 3 clusters Score -291680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -291681.312500 Penalty: 3906.812744
	Iteration 21Q: 3 clusters Score -291681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -291681.656250 Penalty: 3906.812744
	Iteration 22Q: 3 clusters Score -291681.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -291682.562500 Penalty: 3906.812744
	Iteration 23Q: 3 clusters Score -291682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -291684.468750 Penalty: 3906.812744
	Iteration 24Q: 3 clusters Score -291684.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -291686.437500 Penalty: 3906.812744
	Iteration 25Q: 3 clusters Score -291686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -291687.750000 Penalty: 3906.812744
	Iteration 26Q: 3 clusters Score -291687.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -291688.718750 Penalty: 3906.812744
	Iteration 27Q: 3 clusters Score -291688.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -291688.718750 Penalty: 3906.812744
	Iteration 28F: 3 clusters Score -291688.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -134703.859375 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -134703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -132723.234375 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -132723.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133068.609375 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -133068.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133164.781250 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -133164.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -133234.875000 Penalty: 3554.468018
	Iteration 3Q: 3 clusters Score -133234.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133325.703125 Penalty: 3554.468018
	Iteration 4Q: 3 clusters Score -133325.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -133427.453125 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -133427.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -133529.218750 Penalty: 3554.468018
	Iteration 6F: 3 clusters Score -133529.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -133630.765625 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -133630.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -133744.062500 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -133744.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -133849.765625 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -133849.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -133989.140625 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -133989.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -134093.453125 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -134093.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -134152.937500 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -134152.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -134176.765625 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -134176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -134183.250000 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -134183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -134185.703125 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -134185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -134186.812500 Penalty: 3554.468018
	Iteration 16Q: 3 clusters Score -134186.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -134186.812500 Penalty: 3554.468018
	Iteration 17F: 3 clusters Score -134186.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Entering Unmasked Estep 
Score: -3323622.500000 Penalty: 2545.053955
	Iteration 0F: 2 clusters Score -3323622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3303983.500000 Penalty: 5090.107910
	Iteration 0F: 3 clusters Score -3303984 nChanged 12744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3310710.250000 Penalty: 5090.107910
	Iteration 1F: 3 clusters Score -3310710 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3311305.500000 Penalty: 5090.107910
	Iteration 2Q: 3 clusters Score -3311306 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -3312044.500000 Penalty: 5090.107910
	Iteration 3F: 3 clusters Score -3312044 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3313031.500000 Penalty: 5090.107910
	Iteration 4F: 3 clusters Score -3313032 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3314306.000000 Penalty: 5090.107910
	Iteration 5F: 3 clusters Score -3314306 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3315891.750000 Penalty: 5090.107910
	Iteration 6F: 3 clusters Score -3315892 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3317690.500000 Penalty: 5090.107910
	Iteration 7F: 3 clusters Score -3317690 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3319269.000000 Penalty: 5090.107910
	Iteration 8F: 3 clusters Score -3319269 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3320414.000000 Penalty: 5090.107910
	Iteration 9Q: 3 clusters Score -3320414 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3321184.250000 Penalty: 5090.107910
	Iteration 10Q: 3 clusters Score -3321184 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3321742.500000 Penalty: 5090.107910
	Iteration 11Q: 3 clusters Score -3321742 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -3322088.750000 Penalty: 5090.107910
	Iteration 12Q: 3 clusters Score -3322089 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3322254.750000 Penalty: 5090.107910
	Iteration 13Q: 3 clusters Score -3322255 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -3322358.500000 Penalty: 5090.107910
	Iteration 14Q: 3 clusters Score -3322358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3322400.750000 Penalty: 5090.107910
	Iteration 15Q: 3 clusters Score -3322401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3322424.250000 Penalty: 5090.107910
	Iteration 16Q: 3 clusters Score -3322424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3322440.250000 Penalty: 5090.107910
	Iteration 17Q: 3 clusters Score -3322440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3322460.750000 Penalty: 5090.107910
	Iteration 18Q: 3 clusters Score -3322461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3322466.500000 Penalty: 5090.107910
	Iteration 19Q: 3 clusters Score -3322466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3322486.500000 Penalty: 5090.107910
	Iteration 20F: 3 clusters Score -3322486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3322485.000000 Penalty: 5090.107910
	Iteration 21Q: 3 clusters Score -3322485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3322489.500000 Penalty: 5090.107910
	Iteration 22Q: 3 clusters Score -3322490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3322488.500000 Penalty: 5090.107910
	Iteration 23Q: 3 clusters Score -3322488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3322487.000000 Penalty: 5090.107910
	Iteration 24Q: 3 clusters Score -3322487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3322487.000000 Penalty: 5090.107910
	Iteration 25F: 3 clusters Score -3322487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -20353.580078 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -20353.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19264.238281 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -19264.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19344.943359 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -19344.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19358.033203 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -19358.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19367.441406 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -19367.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19371.539062 Penalty: 2637.787598
	Iteration 4Q: 3 clusters Score -19371.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19371.539062 Penalty: 2637.787598
	Iteration 5F: 3 clusters Score -19371.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (116982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116982 members 
Entering Unmasked Estep 
Score: -13735924.000000 Penalty: 2894.104248
	Iteration 0F: 2 clusters Score -1.373592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -13657800.000000 Penalty: 5788.208496
	Iteration 0F: 3 clusters Score -1.36578e+07 nChanged 55577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -13690174.000000 Penalty: 5788.208496
	Iteration 1F: 3 clusters Score -1.369017e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -13691696.000000 Penalty: 5788.208496
	Iteration 2Q: 3 clusters Score -1.36917e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -13694246.000000 Penalty: 5788.208496
	Iteration 3Q: 3 clusters Score -1.369425e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -13698598.000000 Penalty: 5788.208496
	Iteration 4F: 3 clusters Score -1.36986e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -13705285.000000 Penalty: 5788.208496
	Iteration 5F: 3 clusters Score -1.370528e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 93546 members 
Entering Unmasked Estep 
Score: -13714087.000000 Penalty: 5788.208496
	Iteration 6F: 3 clusters Score -1.371409e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -13722061.000000 Penalty: 5788.208496
	Iteration 7F: 3 clusters Score -1.372206e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 106752 members 
Entering Unmasked Estep 
Score: -13727281.000000 Penalty: 5788.208496
	Iteration 8Q: 3 clusters Score -1.372728e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 109842 members 
Entering Unmasked Estep 
Score: -13730287.000000 Penalty: 5788.208496
	Iteration 9Q: 3 clusters Score -1.373029e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 111418 members 
Entering Unmasked Estep 
Score: -13731718.000000 Penalty: 5788.208496
	Iteration 10Q: 3 clusters Score -1.373172e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 112327 members 
Entering Unmasked Estep 
Score: -13732498.000000 Penalty: 5788.208496
	Iteration 11Q: 3 clusters Score -1.37325e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 112939 members 
Entering Unmasked Estep 
Score: -13732880.000000 Penalty: 5788.208496
	Iteration 12Q: 3 clusters Score -1.373288e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 113387 members 
Entering Unmasked Estep 
Score: -13733140.000000 Penalty: 5788.208496
	Iteration 13Q: 3 clusters Score -1.373314e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -13733249.000000 Penalty: 5788.208496
	Iteration 14Q: 3 clusters Score -1.373325e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 113999 members 
Entering Unmasked Estep 
Score: -13733300.000000 Penalty: 5788.208496
	Iteration 15Q: 3 clusters Score -1.37333e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 114225 members 
Entering Unmasked Estep 
Score: -13733365.000000 Penalty: 5788.208496
	Iteration 16Q: 3 clusters Score -1.373336e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 114399 members 
Entering Unmasked Estep 
Score: -13733448.000000 Penalty: 5788.208496
	Iteration 17Q: 3 clusters Score -1.373345e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 114533 members 
Entering Unmasked Estep 
Score: -13733483.000000 Penalty: 5788.208496
	Iteration 18Q: 3 clusters Score -1.373348e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 114642 members 
Entering Unmasked Estep 
Score: -13733512.000000 Penalty: 5788.208496
	Iteration 19Q: 3 clusters Score -1.373351e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 114737 members 
Entering Unmasked Estep 
Score: -13733528.000000 Penalty: 5788.208496
	Iteration 20F: 3 clusters Score -1.373353e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 114811 members 
Entering Unmasked Estep 
Score: -13733550.000000 Penalty: 5788.208496
	Iteration 21Q: 3 clusters Score -1.373355e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 114869 members 
Entering Unmasked Estep 
Score: -13733572.000000 Penalty: 5788.208496
	Iteration 22Q: 3 clusters Score -1.373357e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 114922 members 
Entering Unmasked Estep 
Score: -13733604.000000 Penalty: 5788.208496
	Iteration 23Q: 3 clusters Score -1.37336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 114965 members 
Entering Unmasked Estep 
Score: -13733607.000000 Penalty: 5788.208496
	Iteration 24Q: 3 clusters Score -1.373361e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 114999 members 
Entering Unmasked Estep 
Score: -13733631.000000 Penalty: 5788.208496
	Iteration 25Q: 3 clusters Score -1.373363e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 115037 members 
Entering Unmasked Estep 
Score: -13733628.000000 Penalty: 5788.208496
	Iteration 26Q: 3 clusters Score -1.373363e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 115078 members 
Entering Unmasked Estep 
Score: -13733650.000000 Penalty: 5788.208496
	Iteration 27Q: 3 clusters Score -1.373365e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 115117 members 
Entering Unmasked Estep 
Score: -13733662.000000 Penalty: 5788.208496
	Iteration 28Q: 3 clusters Score -1.373366e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 115162 members 
Entering Unmasked Estep 
Score: -13733664.000000 Penalty: 5788.208496
	Iteration 29Q: 3 clusters Score -1.373366e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 115190 members 
Entering Unmasked Estep 
Score: -13733682.000000 Penalty: 5788.208496
	Iteration 30Q: 3 clusters Score -1.373368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -13733702.000000 Penalty: 5788.208496
	Iteration 31Q: 3 clusters Score -1.37337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 115228 members 
Entering Unmasked Estep 
Score: -13733723.000000 Penalty: 5788.208496
	Iteration 32Q: 3 clusters Score -1.373372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 115250 members 
Entering Unmasked Estep 
Score: -13733713.000000 Penalty: 5788.208496
	Iteration 33Q: 3 clusters Score -1.373371e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 115279 members 
Entering Unmasked Estep 
Score: -13733718.000000 Penalty: 5788.208496
	Iteration 34Q: 3 clusters Score -1.373372e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -13733737.000000 Penalty: 5788.208496
	Iteration 35Q: 3 clusters Score -1.373374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -13733732.000000 Penalty: 5788.208496
	Iteration 36Q: 3 clusters Score -1.373373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 115343 members 
Entering Unmasked Estep 
Score: -13733725.000000 Penalty: 5788.208496
	Iteration 37Q: 3 clusters Score -1.373372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 115355 members 
Entering Unmasked Estep 
Score: -13733707.000000 Penalty: 5788.208496
	Iteration 38Q: 3 clusters Score -1.373371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 115366 members 
Entering Unmasked Estep 
Score: -13733718.000000 Penalty: 5788.208496
	Iteration 39Q: 3 clusters Score -1.373372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 115374 members 
Entering Unmasked Estep 
Score: -13733733.000000 Penalty: 5788.208496
	Iteration 40F: 3 clusters Score -1.373373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 115376 members 
Entering Unmasked Estep 
Score: -13733723.000000 Penalty: 5788.208496
	Iteration 41Q: 3 clusters Score -1.373372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 115380 members 
Entering Unmasked Estep 
Score: -13733720.000000 Penalty: 5788.208496
	Iteration 42Q: 3 clusters Score -1.373372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 115389 members 
Entering Unmasked Estep 
Score: -13733717.000000 Penalty: 5788.208496
	Iteration 43Q: 3 clusters Score -1.373372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 115393 members 
Entering Unmasked Estep 
Score: -13733724.000000 Penalty: 5788.208496
	Iteration 44Q: 3 clusters Score -1.373372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 115401 members 
Entering Unmasked Estep 
Score: -13733717.000000 Penalty: 5788.208496
	Iteration 45Q: 3 clusters Score -1.373372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 115406 members 
Entering Unmasked Estep 
Score: -13733720.000000 Penalty: 5788.208496
	Iteration 46Q: 3 clusters Score -1.373372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -13733727.000000 Penalty: 5788.208496
	Iteration 47Q: 3 clusters Score -1.373373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 115412 members 
Entering Unmasked Estep 
Score: -13733732.000000 Penalty: 5788.208496
	Iteration 48Q: 3 clusters Score -1.373373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 115411 members 
Entering Unmasked Estep 
Score: -13733739.000000 Penalty: 5788.208496
	Iteration 49Q: 3 clusters Score -1.373374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 115411 members 
Entering Unmasked Estep 
Score: -13733739.000000 Penalty: 5788.208496
	Iteration 50F: 3 clusters Score -1.373374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -92090.976562 Penalty: 1670.473511
	Iteration 0F: 2 clusters Score -92090.98 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 406 members 
Entering Unmasked Estep 
Score: -90232.265625 Penalty: 3340.947021
	Iteration 0F: 3 clusters Score -90232.27 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90479.648438 Penalty: 3340.947021
	Iteration 1F: 3 clusters Score -90479.65 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90552.781250 Penalty: 3340.947021
	Iteration 2F: 3 clusters Score -90552.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90599.804688 Penalty: 3340.947021
	Iteration 3Q: 3 clusters Score -90599.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90627.578125 Penalty: 3340.947021
	Iteration 4Q: 3 clusters Score -90627.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -90650.257812 Penalty: 3340.947021
	Iteration 5Q: 3 clusters Score -90650.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90684.492188 Penalty: 3340.947021
	Iteration 6Q: 3 clusters Score -90684.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -90701.820312 Penalty: 3340.947021
	Iteration 7Q: 3 clusters Score -90701.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90713.382812 Penalty: 3340.947021
	Iteration 8Q: 3 clusters Score -90713.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90726.492188 Penalty: 3340.947021
	Iteration 9Q: 3 clusters Score -90726.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -90744.328125 Penalty: 3340.947021
	Iteration 10Q: 3 clusters Score -90744.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90752.281250 Penalty: 3340.947021
	Iteration 11Q: 3 clusters Score -90752.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90754.695312 Penalty: 3340.947021
	Iteration 12Q: 3 clusters Score -90754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90757.218750 Penalty: 3340.947021
	Iteration 13Q: 3 clusters Score -90757.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -90761.117188 Penalty: 3340.947021
	Iteration 14Q: 3 clusters Score -90761.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90762.250000 Penalty: 3340.947021
	Iteration 15Q: 3 clusters Score -90762.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90762.250000 Penalty: 3340.947021
	Iteration 16F: 3 clusters Score -90762.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Entering Unmasked Estep 
Score: -2616564.750000 Penalty: 2483.049561
	Iteration 0F: 2 clusters Score -2616565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2601018.000000 Penalty: 4966.099121
	Iteration 0F: 3 clusters Score -2601018 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2606416.000000 Penalty: 4966.099121
	Iteration 1F: 3 clusters Score -2606416 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2606921.250000 Penalty: 4966.099121
	Iteration 2F: 3 clusters Score -2606921 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2607446.000000 Penalty: 4966.099121
	Iteration 3Q: 3 clusters Score -2607446 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2607897.250000 Penalty: 4966.099121
	Iteration 4Q: 3 clusters Score -2607897 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2608294.000000 Penalty: 4966.099121
	Iteration 5Q: 3 clusters Score -2608294 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2608679.250000 Penalty: 4966.099121
	Iteration 6Q: 3 clusters Score -2608679 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2609116.500000 Penalty: 4966.099121
	Iteration 7Q: 3 clusters Score -2609116 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2609650.750000 Penalty: 4966.099121
	Iteration 8Q: 3 clusters Score -2609651 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2610314.000000 Penalty: 4966.099121
	Iteration 9F: 3 clusters Score -2610314 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2611031.500000 Penalty: 4966.099121
	Iteration 10F: 3 clusters Score -2611032 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2611779.500000 Penalty: 4966.099121
	Iteration 11F: 3 clusters Score -2611780 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2612378.500000 Penalty: 4966.099121
	Iteration 12Q: 3 clusters Score -2612378 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2612793.750000 Penalty: 4966.099121
	Iteration 13Q: 3 clusters Score -2612794 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2613053.000000 Penalty: 4966.099121
	Iteration 14Q: 3 clusters Score -2613053 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2613268.750000 Penalty: 4966.099121
	Iteration 15Q: 3 clusters Score -2613269 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2613394.500000 Penalty: 4966.099121
	Iteration 16Q: 3 clusters Score -2613394 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2613501.000000 Penalty: 4966.099121
	Iteration 17Q: 3 clusters Score -2613501 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2613578.750000 Penalty: 4966.099121
	Iteration 18Q: 3 clusters Score -2613579 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2613655.000000 Penalty: 4966.099121
	Iteration 19Q: 3 clusters Score -2613655 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2613730.250000 Penalty: 4966.099121
	Iteration 20F: 3 clusters Score -2613730 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2613802.000000 Penalty: 4966.099121
	Iteration 21Q: 3 clusters Score -2613802 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2613851.250000 Penalty: 4966.099121
	Iteration 22Q: 3 clusters Score -2613851 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2613901.750000 Penalty: 4966.099121
	Iteration 23Q: 3 clusters Score -2613902 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2613947.500000 Penalty: 4966.099121
	Iteration 24Q: 3 clusters Score -2613948 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2613994.000000 Penalty: 4966.099121
	Iteration 25Q: 3 clusters Score -2613994 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2614040.750000 Penalty: 4966.099121
	Iteration 26Q: 3 clusters Score -2614041 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2614080.250000 Penalty: 4966.099121
	Iteration 27Q: 3 clusters Score -2614080 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2614112.000000 Penalty: 4966.099121
	Iteration 28Q: 3 clusters Score -2614112 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2614155.250000 Penalty: 4966.099121
	Iteration 29Q: 3 clusters Score -2614155 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2614203.000000 Penalty: 4966.099121
	Iteration 30Q: 3 clusters Score -2614203 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2614237.000000 Penalty: 4966.099121
	Iteration 31Q: 3 clusters Score -2614237 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2614275.500000 Penalty: 4966.099121
	Iteration 32Q: 3 clusters Score -2614276 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2614323.500000 Penalty: 4966.099121
	Iteration 33Q: 3 clusters Score -2614324 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2614364.000000 Penalty: 4966.099121
	Iteration 34Q: 3 clusters Score -2614364 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2614402.750000 Penalty: 4966.099121
	Iteration 35Q: 3 clusters Score -2614403 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2614432.000000 Penalty: 4966.099121
	Iteration 36Q: 3 clusters Score -2614432 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2614468.750000 Penalty: 4966.099121
	Iteration 37Q: 3 clusters Score -2614469 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2614502.500000 Penalty: 4966.099121
	Iteration 38Q: 3 clusters Score -2614502 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2614551.750000 Penalty: 4966.099121
	Iteration 39Q: 3 clusters Score -2614552 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2614604.500000 Penalty: 4966.099121
	Iteration 40F: 3 clusters Score -2614604 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2614648.250000 Penalty: 4966.099121
	Iteration 41Q: 3 clusters Score -2614648 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2614679.000000 Penalty: 4966.099121
	Iteration 42Q: 3 clusters Score -2614679 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2614706.750000 Penalty: 4966.099121
	Iteration 43Q: 3 clusters Score -2614707 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2614731.750000 Penalty: 4966.099121
	Iteration 44Q: 3 clusters Score -2614732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2614750.750000 Penalty: 4966.099121
	Iteration 45Q: 3 clusters Score -2614751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2614755.500000 Penalty: 4966.099121
	Iteration 46Q: 3 clusters Score -2614756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2614771.750000 Penalty: 4966.099121
	Iteration 47Q: 3 clusters Score -2614772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2614779.250000 Penalty: 4966.099121
	Iteration 48Q: 3 clusters Score -2614779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2614794.250000 Penalty: 4966.099121
	Iteration 49Q: 3 clusters Score -2614794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2614808.750000 Penalty: 4966.099121
	Iteration 50Q: 3 clusters Score -2614809 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2614827.250000 Penalty: 4966.099121
	Iteration 51Q: 3 clusters Score -2614827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2614837.500000 Penalty: 4966.099121
	Iteration 52Q: 3 clusters Score -2614838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2614849.000000 Penalty: 4966.099121
	Iteration 53Q: 3 clusters Score -2614849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2614853.750000 Penalty: 4966.099121
	Iteration 54Q: 3 clusters Score -2614854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2614864.750000 Penalty: 4966.099121
	Iteration 55Q: 3 clusters Score -2614865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2614869.250000 Penalty: 4966.099121
	Iteration 56Q: 3 clusters Score -2614869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2614875.000000 Penalty: 4966.099121
	Iteration 57Q: 3 clusters Score -2614875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2614886.750000 Penalty: 4966.099121
	Iteration 58Q: 3 clusters Score -2614887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2614888.750000 Penalty: 4966.099121
	Iteration 59Q: 3 clusters Score -2614889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2614889.750000 Penalty: 4966.099121
	Iteration 60F: 3 clusters Score -2614890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2614902.500000 Penalty: 4966.099121
	Iteration 61Q: 3 clusters Score -2614902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2614910.000000 Penalty: 4966.099121
	Iteration 62Q: 3 clusters Score -2614910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2614918.000000 Penalty: 4966.099121
	Iteration 63Q: 3 clusters Score -2614918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2614914.000000 Penalty: 4966.099121
	Iteration 64Q: 3 clusters Score -2614914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2614916.750000 Penalty: 4966.099121
	Iteration 65Q: 3 clusters Score -2614917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2614917.000000 Penalty: 4966.099121
	Iteration 66Q: 3 clusters Score -2614917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2614916.000000 Penalty: 4966.099121
	Iteration 67Q: 3 clusters Score -2614916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2614921.500000 Penalty: 4966.099121
	Iteration 68Q: 3 clusters Score -2614922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2614921.250000 Penalty: 4966.099121
	Iteration 69Q: 3 clusters Score -2614921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2614919.250000 Penalty: 4966.099121
	Iteration 70Q: 3 clusters Score -2614919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2614924.000000 Penalty: 4966.099121
	Iteration 71Q: 3 clusters Score -2614924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2614925.000000 Penalty: 4966.099121
	Iteration 72Q: 3 clusters Score -2614925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2614929.000000 Penalty: 4966.099121
	Iteration 73Q: 3 clusters Score -2614929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2614932.500000 Penalty: 4966.099121
	Iteration 74Q: 3 clusters Score -2614932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2614929.750000 Penalty: 4966.099121
	Iteration 75Q: 3 clusters Score -2614930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2614933.500000 Penalty: 4966.099121
	Iteration 76Q: 3 clusters Score -2614934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2614939.000000 Penalty: 4966.099121
	Iteration 77Q: 3 clusters Score -2614939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2614936.250000 Penalty: 4966.099121
	Iteration 78Q: 3 clusters Score -2614936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2614938.750000 Penalty: 4966.099121
	Iteration 79Q: 3 clusters Score -2614939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2614939.000000 Penalty: 4966.099121
	Iteration 80F: 3 clusters Score -2614939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2614943.750000 Penalty: 4966.099121
	Iteration 81Q: 3 clusters Score -2614944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2614945.000000 Penalty: 4966.099121
	Iteration 82Q: 3 clusters Score -2614945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2614948.250000 Penalty: 4966.099121
	Iteration 83Q: 3 clusters Score -2614948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2614951.750000 Penalty: 4966.099121
	Iteration 84Q: 3 clusters Score -2614952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2614946.000000 Penalty: 4966.099121
	Iteration 85Q: 3 clusters Score -2614946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2614947.250000 Penalty: 4966.099121
	Iteration 86Q: 3 clusters Score -2614947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2614944.250000 Penalty: 4966.099121
	Iteration 87Q: 3 clusters Score -2614944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2614942.750000 Penalty: 4966.099121
	Iteration 88Q: 3 clusters Score -2614943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2614944.250000 Penalty: 4966.099121
	Iteration 89Q: 3 clusters Score -2614944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2614944.250000 Penalty: 4966.099121
	Iteration 90F: 3 clusters Score -2614944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Entering Unmasked Estep 
Score: -4727344.000000 Penalty: 2637.906738
	Iteration 0F: 2 clusters Score -4727344 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 20761 members 
Entering Unmasked Estep 
Score: -4699310.500000 Penalty: 5275.813477
	Iteration 0F: 3 clusters Score -4699310 nChanged 19011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -4709935.500000 Penalty: 5275.813477
	Iteration 1F: 3 clusters Score -4709936 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -4710777.000000 Penalty: 5275.813477
	Iteration 2F: 3 clusters Score -4710777 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4711687.000000 Penalty: 5275.813477
	Iteration 3F: 3 clusters Score -4711687 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -4712801.500000 Penalty: 5275.813477
	Iteration 4F: 3 clusters Score -4712802 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -4713978.500000 Penalty: 5275.813477
	Iteration 5F: 3 clusters Score -4713978 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -4715249.500000 Penalty: 5275.813477
	Iteration 6F: 3 clusters Score -4715250 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -4716449.000000 Penalty: 5275.813477
	Iteration 7F: 3 clusters Score -4716449 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4717586.000000 Penalty: 5275.813477
	Iteration 8F: 3 clusters Score -4717586 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -4718607.000000 Penalty: 5275.813477
	Iteration 9Q: 3 clusters Score -4718607 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -4719503.500000 Penalty: 5275.813477
	Iteration 10Q: 3 clusters Score -4719504 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -4720375.500000 Penalty: 5275.813477
	Iteration 11Q: 3 clusters Score -4720376 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -4721434.000000 Penalty: 5275.813477
	Iteration 12Q: 3 clusters Score -4721434 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -4722629.000000 Penalty: 5275.813477
	Iteration 13Q: 3 clusters Score -4722629 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4723623.500000 Penalty: 5275.813477
	Iteration 14Q: 3 clusters Score -4723624 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4724215.500000 Penalty: 5275.813477
	Iteration 15Q: 3 clusters Score -4724216 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4724557.000000 Penalty: 5275.813477
	Iteration 16Q: 3 clusters Score -4724557 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4724748.000000 Penalty: 5275.813477
	Iteration 17Q: 3 clusters Score -4724748 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4724865.500000 Penalty: 5275.813477
	Iteration 18Q: 3 clusters Score -4724866 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4724947.500000 Penalty: 5275.813477
	Iteration 19Q: 3 clusters Score -4724948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4725016.500000 Penalty: 5275.813477
	Iteration 20F: 3 clusters Score -4725016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4725071.500000 Penalty: 5275.813477
	Iteration 21Q: 3 clusters Score -4725072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4725112.500000 Penalty: 5275.813477
	Iteration 22Q: 3 clusters Score -4725112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4725147.500000 Penalty: 5275.813477
	Iteration 23Q: 3 clusters Score -4725148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4725170.000000 Penalty: 5275.813477
	Iteration 24Q: 3 clusters Score -4725170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4725186.500000 Penalty: 5275.813477
	Iteration 25Q: 3 clusters Score -4725186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4725197.000000 Penalty: 5275.813477
	Iteration 26Q: 3 clusters Score -4725197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4725210.000000 Penalty: 5275.813477
	Iteration 27Q: 3 clusters Score -4725210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4725209.500000 Penalty: 5275.813477
	Iteration 28Q: 3 clusters Score -4725210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4725217.000000 Penalty: 5275.813477
	Iteration 29Q: 3 clusters Score -4725217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4725219.500000 Penalty: 5275.813477
	Iteration 30Q: 3 clusters Score -4725220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4725220.500000 Penalty: 5275.813477
	Iteration 31Q: 3 clusters Score -4725220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4725225.000000 Penalty: 5275.813477
	Iteration 32Q: 3 clusters Score -4725225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4725225.000000 Penalty: 5275.813477
	Iteration 33Q: 3 clusters Score -4725225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4725226.500000 Penalty: 5275.813477
	Iteration 34Q: 3 clusters Score -4725226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4725227.500000 Penalty: 5275.813477
	Iteration 35Q: 3 clusters Score -4725228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4725232.500000 Penalty: 5275.813477
	Iteration 36Q: 3 clusters Score -4725232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4725231.500000 Penalty: 5275.813477
	Iteration 37Q: 3 clusters Score -4725232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4725231.500000 Penalty: 5275.813477
	Iteration 38F: 3 clusters Score -4725232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 219309 members 
Mstep: Class 4 contains 18629 members 
Mstep: Class 7 contains 181509 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28633 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 116982 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22299 members 
Mstep: Class 19 contains 41636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655528.000000 Penalty: 43162.746094
Iteration 199Q: 14 clusters Score -7.465553e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 219520 members 
Mstep: Class 4 contains 18627 members 
Mstep: Class 7 contains 181450 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28633 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 116861 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22307 members 
Mstep: Class 19 contains 41606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655560.000000 Penalty: 43162.746094
Iteration 200F: 14 clusters Score -7.465556e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 219724 members 
Mstep: Class 4 contains 18629 members 
Mstep: Class 7 contains 181391 members 
Mstep: Class 8 contains 2631 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 28635 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 116743 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22308 members 
Mstep: Class 19 contains 41574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655472.000000 Penalty: 43162.746094
Iteration 201Q: 14 clusters Score -7.465547e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 219946 members 
Mstep: Class 4 contains 18628 members 
Mstep: Class 7 contains 181323 members 
Mstep: Class 8 contains 2629 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 28637 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 116626 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22304 members 
Mstep: Class 19 contains 41539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655456.000000 Penalty: 43162.746094
Iteration 202Q: 14 clusters Score -7.465546e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 220187 members 
Mstep: Class 4 contains 18627 members 
Mstep: Class 7 contains 181244 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28639 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 116488 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22307 members 
Mstep: Class 19 contains 41510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655472.000000 Penalty: 43162.746094
Iteration 203Q: 14 clusters Score -7.465547e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 3755 members 
Mstep: Class 3 contains 220434 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 7 contains 181177 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 28640 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 116343 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22304 members 
Mstep: Class 19 contains 41485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655376.000000 Penalty: 43162.746094
Iteration 204Q: 14 clusters Score -7.465538e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3755 members 
Mstep: Class 3 contains 220633 members 
Mstep: Class 4 contains 18616 members 
Mstep: Class 7 contains 181126 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28642 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 116220 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22306 members 
Mstep: Class 19 contains 41472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655312.000000 Penalty: 43162.746094
Iteration 205Q: 14 clusters Score -7.465531e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 220831 members 
Mstep: Class 4 contains 18612 members 
Mstep: Class 7 contains 181054 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28642 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 116113 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22304 members 
Mstep: Class 19 contains 41461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655224.000000 Penalty: 43162.746094
Iteration 206Q: 14 clusters Score -7.465522e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 221015 members 
Mstep: Class 4 contains 18608 members 
Mstep: Class 7 contains 181005 members 
Mstep: Class 8 contains 2616 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 28645 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 115995 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22305 members 
Mstep: Class 19 contains 41453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655144.000000 Penalty: 43162.746094
Iteration 207Q: 14 clusters Score -7.465514e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 221153 members 
Mstep: Class 4 contains 18604 members 
Mstep: Class 7 contains 181002 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 28646 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 115877 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22302 members 
Mstep: Class 19 contains 41448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655136.000000 Penalty: 43162.746094
Iteration 208Q: 14 clusters Score -7.465514e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 221286 members 
Mstep: Class 4 contains 18603 members 
Mstep: Class 7 contains 181004 members 
Mstep: Class 8 contains 2611 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 115767 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 22300 members 
Mstep: Class 19 contains 41434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655192.000000 Penalty: 43162.746094
Iteration 209Q: 14 clusters Score -7.465519e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 221420 members 
Mstep: Class 4 contains 18602 members 
Mstep: Class 7 contains 180994 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 28645 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 115655 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22308 members 
Mstep: Class 19 contains 41428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655072.000000 Penalty: 43162.746094
Iteration 210Q: 14 clusters Score -7.465507e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 221524 members 
Mstep: Class 4 contains 18598 members 
Mstep: Class 7 contains 181028 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 28645 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 115532 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22308 members 
Mstep: Class 19 contains 41429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655032.000000 Penalty: 43162.746094
Iteration 211Q: 14 clusters Score -7.465503e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 221637 members 
Mstep: Class 4 contains 18594 members 
Mstep: Class 7 contains 181052 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 28646 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 115416 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22310 members 
Mstep: Class 19 contains 41418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654872.000000 Penalty: 43162.746094
Iteration 212Q: 14 clusters Score -7.465487e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 221751 members 
Mstep: Class 4 contains 18591 members 
Mstep: Class 7 contains 181056 members 
Mstep: Class 8 contains 2605 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 28646 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 115319 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22310 members 
Mstep: Class 19 contains 41411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654912.000000 Penalty: 43162.746094
Iteration 213Q: 14 clusters Score -7.465491e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 221870 members 
Mstep: Class 4 contains 18592 members 
Mstep: Class 7 contains 181065 members 
Mstep: Class 8 contains 2598 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 115206 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22308 members 
Mstep: Class 19 contains 41414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654960.000000 Penalty: 43162.746094
Iteration 214Q: 14 clusters Score -7.465496e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 221958 members 
Mstep: Class 4 contains 18591 members 
Mstep: Class 7 contains 181077 members 
Mstep: Class 8 contains 2597 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 115108 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22310 members 
Mstep: Class 19 contains 41412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654992.000000 Penalty: 43162.746094
Iteration 215Q: 14 clusters Score -7.465499e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 222022 members 
Mstep: Class 4 contains 18589 members 
Mstep: Class 7 contains 181102 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 115026 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22308 members 
Mstep: Class 19 contains 41408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654928.000000 Penalty: 43162.746094
Iteration 216Q: 14 clusters Score -7.465493e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 222089 members 
Mstep: Class 4 contains 18588 members 
Mstep: Class 7 contains 181127 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 114945 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22303 members 
Mstep: Class 19 contains 41401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654864.000000 Penalty: 43162.746094
Iteration 217Q: 14 clusters Score -7.465486e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 222172 members 
Mstep: Class 4 contains 18582 members 
Mstep: Class 7 contains 181146 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 114863 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22303 members 
Mstep: Class 19 contains 41388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654872.000000 Penalty: 43162.746094
Iteration 218Q: 14 clusters Score -7.465487e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 222254 members 
Mstep: Class 4 contains 18581 members 
Mstep: Class 7 contains 181164 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28648 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 114783 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22303 members 
Mstep: Class 19 contains 41373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654832.000000 Penalty: 43162.746094
Iteration 219Q: 14 clusters Score -7.465483e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 222320 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 7 contains 181190 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 114703 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22299 members 
Mstep: Class 19 contains 41365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654696.000000 Penalty: 43162.746094
Iteration 220F: 14 clusters Score -7.46547e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 222394 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 7 contains 181207 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 114629 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22295 members 
Mstep: Class 19 contains 41356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654808.000000 Penalty: 43162.746094
Iteration 221Q: 14 clusters Score -7.465481e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 222468 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 7 contains 181224 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 114549 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22288 members 
Mstep: Class 19 contains 41353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654792.000000 Penalty: 43162.746094
Iteration 222Q: 14 clusters Score -7.465479e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 222557 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 7 contains 181224 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 114466 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 22285 members 
Mstep: Class 19 contains 41350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654776.000000 Penalty: 43162.746094
Iteration 223Q: 14 clusters Score -7.465478e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 222666 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 7 contains 181205 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 114380 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22283 members 
Mstep: Class 19 contains 41346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654728.000000 Penalty: 43162.746094
Iteration 224Q: 14 clusters Score -7.465473e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 3747 members 
Mstep: Class 3 contains 222786 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 7 contains 181184 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 114299 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22283 members 
Mstep: Class 19 contains 41342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654672.000000 Penalty: 43162.746094
Iteration 225Q: 14 clusters Score -7.465467e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 222898 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 7 contains 181165 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 114221 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22283 members 
Mstep: Class 19 contains 41337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654712.000000 Penalty: 43162.746094
Iteration 226Q: 14 clusters Score -7.465471e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 3745 members 
Mstep: Class 3 contains 223000 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 7 contains 181134 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 114150 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22288 members 
Mstep: Class 19 contains 41337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654640.000000 Penalty: 43162.746094
Iteration 227Q: 14 clusters Score -7.465464e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 223101 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 7 contains 181098 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 114090 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22287 members 
Mstep: Class 19 contains 41331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654592.000000 Penalty: 43162.746094
Iteration 228Q: 14 clusters Score -7.465459e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 3745 members 
Mstep: Class 3 contains 223202 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 7 contains 181060 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 114030 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22287 members 
Mstep: Class 19 contains 41326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654552.000000 Penalty: 43162.746094
Iteration 229Q: 14 clusters Score -7.465455e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 223315 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 7 contains 181026 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113973 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22286 members 
Mstep: Class 19 contains 41318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654608.000000 Penalty: 43162.746094
Iteration 230Q: 14 clusters Score -7.465461e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 3747 members 
Mstep: Class 3 contains 223414 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 7 contains 180980 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113923 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22285 members 
Mstep: Class 19 contains 41310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654568.000000 Penalty: 43162.746094
Iteration 231Q: 14 clusters Score -7.465457e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 223517 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 7 contains 180948 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28654 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113860 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22284 members 
Mstep: Class 19 contains 41303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654568.000000 Penalty: 43162.746094
Iteration 232Q: 14 clusters Score -7.465457e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 3749 members 
Mstep: Class 3 contains 223618 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 7 contains 180908 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28655 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113806 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22288 members 
Mstep: Class 19 contains 41297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654560.000000 Penalty: 43162.746094
Iteration 233Q: 14 clusters Score -7.465456e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 223716 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 7 contains 180884 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28655 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113745 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22289 members 
Mstep: Class 19 contains 41288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654512.000000 Penalty: 43162.746094
Iteration 234Q: 14 clusters Score -7.465451e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 223789 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 7 contains 180872 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28655 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113686 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22290 members 
Mstep: Class 19 contains 41287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654496.000000 Penalty: 43162.746094
Iteration 235Q: 14 clusters Score -7.46545e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 223874 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 7 contains 180857 members 
Mstep: Class 8 contains 2592 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28655 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113626 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22290 members 
Mstep: Class 19 contains 41286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654560.000000 Penalty: 43162.746094
Iteration 236Q: 14 clusters Score -7.465456e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 223963 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 7 contains 180855 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28655 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113556 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22290 members 
Mstep: Class 19 contains 41279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654560.000000 Penalty: 43162.746094
Iteration 237Q: 14 clusters Score -7.465456e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 224044 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 7 contains 180857 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28657 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113480 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22289 members 
Mstep: Class 19 contains 41274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654664.000000 Penalty: 43162.746094
Iteration 238Q: 14 clusters Score -7.465466e+07 nChanged 173
Entering ConstructFrom: 
Score: -74654664.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 1 (14224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Entering Unmasked Estep 
Score: -1683876.000000 Penalty: 2371.546143
	Iteration 0F: 2 clusters Score -1683876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1673549.125000 Penalty: 4743.092285
	Iteration 0F: 3 clusters Score -1673549 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1676805.125000 Penalty: 4743.092285
	Iteration 1F: 3 clusters Score -1676805 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1677103.375000 Penalty: 4743.092285
	Iteration 2F: 3 clusters Score -1677103 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1677331.000000 Penalty: 4743.092285
	Iteration 3Q: 3 clusters Score -1677331 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1677512.000000 Penalty: 4743.092285
	Iteration 4Q: 3 clusters Score -1677512 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1677654.250000 Penalty: 4743.092285
	Iteration 5Q: 3 clusters Score -1677654 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1677797.625000 Penalty: 4743.092285
	Iteration 6Q: 3 clusters Score -1677798 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1677928.000000 Penalty: 4743.092285
	Iteration 7Q: 3 clusters Score -1677928 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1678082.500000 Penalty: 4743.092285
	Iteration 8Q: 3 clusters Score -1678082 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1678254.375000 Penalty: 4743.092285
	Iteration 9Q: 3 clusters Score -1678254 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1678469.000000 Penalty: 4743.092285
	Iteration 10Q: 3 clusters Score -1678469 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1678765.375000 Penalty: 4743.092285
	Iteration 11Q: 3 clusters Score -1678765 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1679173.875000 Penalty: 4743.092285
	Iteration 12Q: 3 clusters Score -1679174 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1679650.250000 Penalty: 4743.092285
	Iteration 13Q: 3 clusters Score -1679650 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1680177.250000 Penalty: 4743.092285
	Iteration 14Q: 3 clusters Score -1680177 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1680613.125000 Penalty: 4743.092285
	Iteration 15Q: 3 clusters Score -1680613 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1680937.375000 Penalty: 4743.092285
	Iteration 16Q: 3 clusters Score -1680937 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1681173.375000 Penalty: 4743.092285
	Iteration 17Q: 3 clusters Score -1681173 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1681366.375000 Penalty: 4743.092285
	Iteration 18Q: 3 clusters Score -1681366 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1681497.000000 Penalty: 4743.092285
	Iteration 19Q: 3 clusters Score -1681497 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1681568.125000 Penalty: 4743.092285
	Iteration 20F: 3 clusters Score -1681568 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1681633.750000 Penalty: 4743.092285
	Iteration 21Q: 3 clusters Score -1681634 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1681670.875000 Penalty: 4743.092285
	Iteration 22Q: 3 clusters Score -1681671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1681699.500000 Penalty: 4743.092285
	Iteration 23Q: 3 clusters Score -1681700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1681738.625000 Penalty: 4743.092285
	Iteration 24Q: 3 clusters Score -1681739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1681759.750000 Penalty: 4743.092285
	Iteration 25Q: 3 clusters Score -1681760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1681776.000000 Penalty: 4743.092285
	Iteration 26Q: 3 clusters Score -1681776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1681792.750000 Penalty: 4743.092285
	Iteration 27Q: 3 clusters Score -1681793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1681806.375000 Penalty: 4743.092285
	Iteration 28Q: 3 clusters Score -1681806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1681814.125000 Penalty: 4743.092285
	Iteration 29Q: 3 clusters Score -1681814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1681817.500000 Penalty: 4743.092285
	Iteration 30Q: 3 clusters Score -1681818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1681829.750000 Penalty: 4743.092285
	Iteration 31Q: 3 clusters Score -1681830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1681835.875000 Penalty: 4743.092285
	Iteration 32Q: 3 clusters Score -1681836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1681842.000000 Penalty: 4743.092285
	Iteration 33Q: 3 clusters Score -1681842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1681851.625000 Penalty: 4743.092285
	Iteration 34Q: 3 clusters Score -1681852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1681852.000000 Penalty: 4743.092285
	Iteration 35Q: 3 clusters Score -1681852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1681858.625000 Penalty: 4743.092285
	Iteration 36Q: 3 clusters Score -1681859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1681860.875000 Penalty: 4743.092285
	Iteration 37Q: 3 clusters Score -1681861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1681866.000000 Penalty: 4743.092285
	Iteration 38Q: 3 clusters Score -1681866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1681869.000000 Penalty: 4743.092285
	Iteration 39Q: 3 clusters Score -1681869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1681871.000000 Penalty: 4743.092285
	Iteration 40F: 3 clusters Score -1681871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1681871.375000 Penalty: 4743.092285
	Iteration 41Q: 3 clusters Score -1681871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1681872.375000 Penalty: 4743.092285
	Iteration 42Q: 3 clusters Score -1681872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1681871.875000 Penalty: 4743.092285
	Iteration 43Q: 3 clusters Score -1681872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1681872.875000 Penalty: 4743.092285
	Iteration 44Q: 3 clusters Score -1681873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1681872.875000 Penalty: 4743.092285
	Iteration 45F: 3 clusters Score -1681873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Entering Unmasked Estep 
Score: -434478.187500 Penalty: 2041.183228
	Iteration 0F: 2 clusters Score -434478.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -430725.031250 Penalty: 4082.366455
	Iteration 0F: 3 clusters Score -430725 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -431574.593750 Penalty: 4082.366455
	Iteration 1F: 3 clusters Score -431574.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -431771.562500 Penalty: 4082.366455
	Iteration 2F: 3 clusters Score -431771.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -431901.437500 Penalty: 4082.366455
	Iteration 3F: 3 clusters Score -431901.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -431992.656250 Penalty: 4082.366455
	Iteration 4Q: 3 clusters Score -431992.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -432062.468750 Penalty: 4082.366455
	Iteration 5Q: 3 clusters Score -432062.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -432113.531250 Penalty: 4082.366455
	Iteration 6Q: 3 clusters Score -432113.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -432151.843750 Penalty: 4082.366455
	Iteration 7Q: 3 clusters Score -432151.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -432193.500000 Penalty: 4082.366455
	Iteration 8Q: 3 clusters Score -432193.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -432228.750000 Penalty: 4082.366455
	Iteration 9Q: 3 clusters Score -432228.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -432255.812500 Penalty: 4082.366455
	Iteration 10Q: 3 clusters Score -432255.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -432281.656250 Penalty: 4082.366455
	Iteration 11Q: 3 clusters Score -432281.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -432296.593750 Penalty: 4082.366455
	Iteration 12Q: 3 clusters Score -432296.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -432305.562500 Penalty: 4082.366455
	Iteration 13Q: 3 clusters Score -432305.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -432318.031250 Penalty: 4082.366455
	Iteration 14Q: 3 clusters Score -432318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -432327.500000 Penalty: 4082.366455
	Iteration 15Q: 3 clusters Score -432327.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -432342.062500 Penalty: 4082.366455
	Iteration 16Q: 3 clusters Score -432342.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -432353.468750 Penalty: 4082.366455
	Iteration 17Q: 3 clusters Score -432353.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -432361.156250 Penalty: 4082.366455
	Iteration 18Q: 3 clusters Score -432361.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -432367.937500 Penalty: 4082.366455
	Iteration 19Q: 3 clusters Score -432367.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -432376.625000 Penalty: 4082.366455
	Iteration 20F: 3 clusters Score -432376.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -432389.593750 Penalty: 4082.366455
	Iteration 21Q: 3 clusters Score -432389.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -432395.562500 Penalty: 4082.366455
	Iteration 22Q: 3 clusters Score -432395.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -432401.218750 Penalty: 4082.366455
	Iteration 23Q: 3 clusters Score -432401.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -432408.906250 Penalty: 4082.366455
	Iteration 24Q: 3 clusters Score -432408.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -432417.406250 Penalty: 4082.366455
	Iteration 25Q: 3 clusters Score -432417.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -432423.812500 Penalty: 4082.366455
	Iteration 26Q: 3 clusters Score -432423.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -432428.250000 Penalty: 4082.366455
	Iteration 27Q: 3 clusters Score -432428.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -432429.343750 Penalty: 4082.366455
	Iteration 28Q: 3 clusters Score -432429.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -432431.593750 Penalty: 4082.366455
	Iteration 29Q: 3 clusters Score -432431.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -432432.062500 Penalty: 4082.366455
	Iteration 30Q: 3 clusters Score -432432.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -432433.875000 Penalty: 4082.366455
	Iteration 31Q: 3 clusters Score -432433.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -432434.468750 Penalty: 4082.366455
	Iteration 32Q: 3 clusters Score -432434.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -432436.781250 Penalty: 4082.366455
	Iteration 33Q: 3 clusters Score -432436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -432438.656250 Penalty: 4082.366455
	Iteration 34Q: 3 clusters Score -432438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -432439.375000 Penalty: 4082.366455
	Iteration 35Q: 3 clusters Score -432439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -432440.343750 Penalty: 4082.366455
	Iteration 36Q: 3 clusters Score -432440.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -432444.250000 Penalty: 4082.366455
	Iteration 37Q: 3 clusters Score -432444.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -432448.156250 Penalty: 4082.366455
	Iteration 38Q: 3 clusters Score -432448.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -432452.218750 Penalty: 4082.366455
	Iteration 39Q: 3 clusters Score -432452.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -432454.125000 Penalty: 4082.366455
	Iteration 40F: 3 clusters Score -432454.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -432457.437500 Penalty: 4082.366455
	Iteration 41Q: 3 clusters Score -432457.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -432460.968750 Penalty: 4082.366455
	Iteration 42Q: 3 clusters Score -432461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -432465.843750 Penalty: 4082.366455
	Iteration 43Q: 3 clusters Score -432465.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -432468.000000 Penalty: 4082.366455
	Iteration 44Q: 3 clusters Score -432468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -432470.437500 Penalty: 4082.366455
	Iteration 45Q: 3 clusters Score -432470.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -432475.250000 Penalty: 4082.366455
	Iteration 46Q: 3 clusters Score -432475.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -432481.968750 Penalty: 4082.366455
	Iteration 47Q: 3 clusters Score -432482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -432484.593750 Penalty: 4082.366455
	Iteration 48Q: 3 clusters Score -432484.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -432489.406250 Penalty: 4082.366455
	Iteration 49Q: 3 clusters Score -432489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -432491.843750 Penalty: 4082.366455
	Iteration 50Q: 3 clusters Score -432491.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -432493.656250 Penalty: 4082.366455
	Iteration 51Q: 3 clusters Score -432493.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -432495.625000 Penalty: 4082.366455
	Iteration 52Q: 3 clusters Score -432495.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -432497.500000 Penalty: 4082.366455
	Iteration 53Q: 3 clusters Score -432497.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -432498.625000 Penalty: 4082.366455
	Iteration 54Q: 3 clusters Score -432498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -432499.187500 Penalty: 4082.366455
	Iteration 55Q: 3 clusters Score -432499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -432499.406250 Penalty: 4082.366455
	Iteration 56Q: 3 clusters Score -432499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -432499.468750 Penalty: 4082.366455
	Iteration 57Q: 3 clusters Score -432499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -432501.125000 Penalty: 4082.366455
	Iteration 58Q: 3 clusters Score -432501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -432501.531250 Penalty: 4082.366455
	Iteration 59Q: 3 clusters Score -432501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -432502.968750 Penalty: 4082.366455
	Iteration 60F: 3 clusters Score -432503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -432504.281250 Penalty: 4082.366455
	Iteration 61Q: 3 clusters Score -432504.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -432505.031250 Penalty: 4082.366455
	Iteration 62Q: 3 clusters Score -432505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -432505.531250 Penalty: 4082.366455
	Iteration 63Q: 3 clusters Score -432505.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -432505.531250 Penalty: 4082.366455
	Iteration 64F: 3 clusters Score -432505.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (224113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224113 members 
Entering Unmasked Estep 
Score: -26020346.000000 Penalty: 3055.336426
	Iteration 0F: 2 clusters Score -2.602035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112230 members 
Mstep: Class 2 contains 111883 members 
Entering Unmasked Estep 
Score: -25874274.000000 Penalty: 6110.672852
	Iteration 0F: 3 clusters Score -2.587427e+07 nChanged 107735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115447 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -25937582.000000 Penalty: 6110.672852
	Iteration 1F: 3 clusters Score -2.593758e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117331 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -25938586.000000 Penalty: 6110.672852
	Iteration 2Q: 3 clusters Score -2.593859e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120181 members 
Mstep: Class 2 contains 103932 members 
Entering Unmasked Estep 
Score: -25940008.000000 Penalty: 6110.672852
	Iteration 3Q: 3 clusters Score -2.594001e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124568 members 
Mstep: Class 2 contains 99545 members 
Entering Unmasked Estep 
Score: -25942000.000000 Penalty: 6110.672852
	Iteration 4Q: 3 clusters Score -2.5942e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131262 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -25945352.000000 Penalty: 6110.672852
	Iteration 5Q: 3 clusters Score -2.594535e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141315 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -25951418.000000 Penalty: 6110.672852
	Iteration 6Q: 3 clusters Score -2.595142e+07 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155206 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -25961434.000000 Penalty: 6110.672852
	Iteration 7F: 3 clusters Score -2.596143e+07 nChanged 17244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171940 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -25975784.000000 Penalty: 6110.672852
	Iteration 8F: 3 clusters Score -2.597578e+07 nChanged 16982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188518 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -25990778.000000 Penalty: 6110.672852
	Iteration 9F: 3 clusters Score -2.599078e+07 nChanged 13381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201569 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -26002634.000000 Penalty: 6110.672852
	Iteration 10F: 3 clusters Score -2.600263e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210230 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -26009736.000000 Penalty: 6110.672852
	Iteration 11Q: 3 clusters Score -2.600974e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215257 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -26013450.000000 Penalty: 6110.672852
	Iteration 12Q: 3 clusters Score -2.601345e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218137 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -26015386.000000 Penalty: 6110.672852
	Iteration 13Q: 3 clusters Score -2.601539e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219765 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -26016436.000000 Penalty: 6110.672852
	Iteration 14Q: 3 clusters Score -2.601644e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220727 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -26017096.000000 Penalty: 6110.672852
	Iteration 15Q: 3 clusters Score -2.60171e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221322 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -26017472.000000 Penalty: 6110.672852
	Iteration 16Q: 3 clusters Score -2.601747e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221692 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -26017658.000000 Penalty: 6110.672852
	Iteration 17Q: 3 clusters Score -2.601766e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221924 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -26017888.000000 Penalty: 6110.672852
	Iteration 18Q: 3 clusters Score -2.601789e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222055 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -26017972.000000 Penalty: 6110.672852
	Iteration 19Q: 3 clusters Score -2.601797e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222138 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -26018078.000000 Penalty: 6110.672852
	Iteration 20F: 3 clusters Score -2.601808e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222200 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -26018156.000000 Penalty: 6110.672852
	Iteration 21Q: 3 clusters Score -2.601816e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222248 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -26018214.000000 Penalty: 6110.672852
	Iteration 22Q: 3 clusters Score -2.601821e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222260 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -26018266.000000 Penalty: 6110.672852
	Iteration 23Q: 3 clusters Score -2.601827e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222273 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -26018312.000000 Penalty: 6110.672852
	Iteration 24Q: 3 clusters Score -2.601831e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222291 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -26018308.000000 Penalty: 6110.672852
	Iteration 25Q: 3 clusters Score -2.601831e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222300 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -26018334.000000 Penalty: 6110.672852
	Iteration 26Q: 3 clusters Score -2.601833e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222304 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -26018334.000000 Penalty: 6110.672852
	Iteration 27Q: 3 clusters Score -2.601833e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222298 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -26018358.000000 Penalty: 6110.672852
	Iteration 28Q: 3 clusters Score -2.601836e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222294 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -26018364.000000 Penalty: 6110.672852
	Iteration 29Q: 3 clusters Score -2.601836e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222295 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -26018386.000000 Penalty: 6110.672852
	Iteration 30Q: 3 clusters Score -2.601839e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222295 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -26018418.000000 Penalty: 6110.672852
	Iteration 31Q: 3 clusters Score -2.601842e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222287 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -26018428.000000 Penalty: 6110.672852
	Iteration 32Q: 3 clusters Score -2.601843e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222282 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -26018466.000000 Penalty: 6110.672852
	Iteration 33Q: 3 clusters Score -2.601847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222275 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -26018480.000000 Penalty: 6110.672852
	Iteration 34Q: 3 clusters Score -2.601848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222269 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -26018478.000000 Penalty: 6110.672852
	Iteration 35Q: 3 clusters Score -2.601848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222263 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -26018492.000000 Penalty: 6110.672852
	Iteration 36Q: 3 clusters Score -2.601849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222261 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -26018498.000000 Penalty: 6110.672852
	Iteration 37Q: 3 clusters Score -2.60185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222260 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -26018510.000000 Penalty: 6110.672852
	Iteration 38Q: 3 clusters Score -2.601851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222262 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -26018512.000000 Penalty: 6110.672852
	Iteration 39Q: 3 clusters Score -2.601851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222261 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -26018518.000000 Penalty: 6110.672852
	Iteration 40F: 3 clusters Score -2.601852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222262 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -26018512.000000 Penalty: 6110.672852
	Iteration 41Q: 3 clusters Score -2.601851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222262 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -26018514.000000 Penalty: 6110.672852
	Iteration 42Q: 3 clusters Score -2.601851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222256 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -26018508.000000 Penalty: 6110.672852
	Iteration 43Q: 3 clusters Score -2.601851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222254 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -26018528.000000 Penalty: 6110.672852
	Iteration 44Q: 3 clusters Score -2.601853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222252 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -26018536.000000 Penalty: 6110.672852
	Iteration 45Q: 3 clusters Score -2.601854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222248 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -26018536.000000 Penalty: 6110.672852
	Iteration 46Q: 3 clusters Score -2.601854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222248 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -26018510.000000 Penalty: 6110.672852
	Iteration 47Q: 3 clusters Score -2.601851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222248 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -26018512.000000 Penalty: 6110.672852
	Iteration 48Q: 3 clusters Score -2.601851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222250 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -26018520.000000 Penalty: 6110.672852
	Iteration 49Q: 3 clusters Score -2.601852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222248 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -26018512.000000 Penalty: 6110.672852
	Iteration 50Q: 3 clusters Score -2.601851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222248 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -26018528.000000 Penalty: 6110.672852
	Iteration 51Q: 3 clusters Score -2.601853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222246 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -26018520.000000 Penalty: 6110.672852
	Iteration 52Q: 3 clusters Score -2.601852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222246 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -26018544.000000 Penalty: 6110.672852
	Iteration 53Q: 3 clusters Score -2.601854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222249 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -26018526.000000 Penalty: 6110.672852
	Iteration 54Q: 3 clusters Score -2.601853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222252 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -26018548.000000 Penalty: 6110.672852
	Iteration 55Q: 3 clusters Score -2.601855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222253 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -26018536.000000 Penalty: 6110.672852
	Iteration 56Q: 3 clusters Score -2.601854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222252 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -26018540.000000 Penalty: 6110.672852
	Iteration 57Q: 3 clusters Score -2.601854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222252 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -26018540.000000 Penalty: 6110.672852
	Iteration 58F: 3 clusters Score -2.601854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Entering Unmasked Estep 
Score: -2175451.500000 Penalty: 2437.800537
	Iteration 0F: 2 clusters Score -2175452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2162331.750000 Penalty: 4875.601074
	Iteration 0F: 3 clusters Score -2162332 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2166687.750000 Penalty: 4875.601074
	Iteration 1F: 3 clusters Score -2166688 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2167316.000000 Penalty: 4875.601074
	Iteration 2F: 3 clusters Score -2167316 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2168072.500000 Penalty: 4875.601074
	Iteration 3F: 3 clusters Score -2168072 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2168995.750000 Penalty: 4875.601074
	Iteration 4F: 3 clusters Score -2168996 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2170091.000000 Penalty: 4875.601074
	Iteration 5F: 3 clusters Score -2170091 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2171241.250000 Penalty: 4875.601074
	Iteration 6F: 3 clusters Score -2171241 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2172269.500000 Penalty: 4875.601074
	Iteration 7F: 3 clusters Score -2172270 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2172944.000000 Penalty: 4875.601074
	Iteration 8Q: 3 clusters Score -2172944 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2173333.500000 Penalty: 4875.601074
	Iteration 9Q: 3 clusters Score -2173334 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2173503.500000 Penalty: 4875.601074
	Iteration 10Q: 3 clusters Score -2173504 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2173576.000000 Penalty: 4875.601074
	Iteration 11Q: 3 clusters Score -2173576 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2173615.500000 Penalty: 4875.601074
	Iteration 12Q: 3 clusters Score -2173616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2173652.500000 Penalty: 4875.601074
	Iteration 13Q: 3 clusters Score -2173652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2173668.750000 Penalty: 4875.601074
	Iteration 14Q: 3 clusters Score -2173669 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2173690.000000 Penalty: 4875.601074
	Iteration 15Q: 3 clusters Score -2173690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2173713.750000 Penalty: 4875.601074
	Iteration 16Q: 3 clusters Score -2173714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2173734.000000 Penalty: 4875.601074
	Iteration 17Q: 3 clusters Score -2173734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2173742.500000 Penalty: 4875.601074
	Iteration 18Q: 3 clusters Score -2173742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2173758.000000 Penalty: 4875.601074
	Iteration 19Q: 3 clusters Score -2173758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2173765.250000 Penalty: 4875.601074
	Iteration 20F: 3 clusters Score -2173765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2173777.500000 Penalty: 4875.601074
	Iteration 21Q: 3 clusters Score -2173778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2173782.250000 Penalty: 4875.601074
	Iteration 22Q: 3 clusters Score -2173782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2173796.000000 Penalty: 4875.601074
	Iteration 23Q: 3 clusters Score -2173796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2173811.000000 Penalty: 4875.601074
	Iteration 24Q: 3 clusters Score -2173811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2173809.250000 Penalty: 4875.601074
	Iteration 25Q: 3 clusters Score -2173809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2173823.750000 Penalty: 4875.601074
	Iteration 26Q: 3 clusters Score -2173824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2173830.000000 Penalty: 4875.601074
	Iteration 27Q: 3 clusters Score -2173830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2173844.000000 Penalty: 4875.601074
	Iteration 28Q: 3 clusters Score -2173844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2173848.000000 Penalty: 4875.601074
	Iteration 29Q: 3 clusters Score -2173848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2173851.500000 Penalty: 4875.601074
	Iteration 30Q: 3 clusters Score -2173852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2173860.500000 Penalty: 4875.601074
	Iteration 31Q: 3 clusters Score -2173860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2173867.500000 Penalty: 4875.601074
	Iteration 32Q: 3 clusters Score -2173868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2173869.000000 Penalty: 4875.601074
	Iteration 33Q: 3 clusters Score -2173869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2173876.750000 Penalty: 4875.601074
	Iteration 34Q: 3 clusters Score -2173877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2173884.000000 Penalty: 4875.601074
	Iteration 35Q: 3 clusters Score -2173884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2173891.000000 Penalty: 4875.601074
	Iteration 36Q: 3 clusters Score -2173891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2173898.750000 Penalty: 4875.601074
	Iteration 37Q: 3 clusters Score -2173899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2173904.500000 Penalty: 4875.601074
	Iteration 38Q: 3 clusters Score -2173904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2173901.750000 Penalty: 4875.601074
	Iteration 39Q: 3 clusters Score -2173902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2173904.750000 Penalty: 4875.601074
	Iteration 40F: 3 clusters Score -2173905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2173906.250000 Penalty: 4875.601074
	Iteration 41Q: 3 clusters Score -2173906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2173907.000000 Penalty: 4875.601074
	Iteration 42Q: 3 clusters Score -2173907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2173912.500000 Penalty: 4875.601074
	Iteration 43Q: 3 clusters Score -2173912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2173912.750000 Penalty: 4875.601074
	Iteration 44Q: 3 clusters Score -2173913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2173913.250000 Penalty: 4875.601074
	Iteration 45Q: 3 clusters Score -2173913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2173914.500000 Penalty: 4875.601074
	Iteration 46Q: 3 clusters Score -2173914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2173914.500000 Penalty: 4875.601074
	Iteration 47F: 3 clusters Score -2173914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180851 members 
Entering Unmasked Estep 
Score: -20980378.000000 Penalty: 3002.146240
	Iteration 0F: 2 clusters Score -2.098038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90184 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -20862552.000000 Penalty: 6004.292480
	Iteration 0F: 3 clusters Score -2.086255e+07 nChanged 86658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86888 members 
Mstep: Class 2 contains 93963 members 
Entering Unmasked Estep 
Score: -20913780.000000 Penalty: 6004.292480
	Iteration 1F: 3 clusters Score -2.091378e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 96255 members 
Entering Unmasked Estep 
Score: -20915638.000000 Penalty: 6004.292480
	Iteration 2Q: 3 clusters Score -2.091564e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81116 members 
Mstep: Class 2 contains 99735 members 
Entering Unmasked Estep 
Score: -20918402.000000 Penalty: 6004.292480
	Iteration 3Q: 3 clusters Score -2.09184e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 104957 members 
Entering Unmasked Estep 
Score: -20922758.000000 Penalty: 6004.292480
	Iteration 4Q: 3 clusters Score -2.092276e+07 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 112313 members 
Entering Unmasked Estep 
Score: -20929440.000000 Penalty: 6004.292480
	Iteration 5F: 3 clusters Score -2.092944e+07 nChanged 12770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 121611 members 
Entering Unmasked Estep 
Score: -20938878.000000 Penalty: 6004.292480
	Iteration 6F: 3 clusters Score -2.093888e+07 nChanged 13231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 131716 members 
Entering Unmasked Estep 
Score: -20949426.000000 Penalty: 6004.292480
	Iteration 7F: 3 clusters Score -2.094943e+07 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 140581 members 
Entering Unmasked Estep 
Score: -20958740.000000 Penalty: 6004.292480
	Iteration 8F: 3 clusters Score -2.095874e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 147334 members 
Entering Unmasked Estep 
Score: -20965106.000000 Penalty: 6004.292480
	Iteration 9Q: 3 clusters Score -2.096511e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 152332 members 
Entering Unmasked Estep 
Score: -20968864.000000 Penalty: 6004.292480
	Iteration 10Q: 3 clusters Score -2.096886e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 156321 members 
Entering Unmasked Estep 
Score: -20971198.000000 Penalty: 6004.292480
	Iteration 11Q: 3 clusters Score -2.09712e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 159650 members 
Entering Unmasked Estep 
Score: -20972808.000000 Penalty: 6004.292480
	Iteration 12Q: 3 clusters Score -2.097281e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 162566 members 
Entering Unmasked Estep 
Score: -20974040.000000 Penalty: 6004.292480
	Iteration 13Q: 3 clusters Score -2.097404e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 165016 members 
Entering Unmasked Estep 
Score: -20975186.000000 Penalty: 6004.292480
	Iteration 14Q: 3 clusters Score -2.097519e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 167162 members 
Entering Unmasked Estep 
Score: -20976348.000000 Penalty: 6004.292480
	Iteration 15Q: 3 clusters Score -2.097635e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 169022 members 
Entering Unmasked Estep 
Score: -20977334.000000 Penalty: 6004.292480
	Iteration 16Q: 3 clusters Score -2.097733e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 170533 members 
Entering Unmasked Estep 
Score: -20977962.000000 Penalty: 6004.292480
	Iteration 17Q: 3 clusters Score -2.097796e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 171776 members 
Entering Unmasked Estep 
Score: -20978530.000000 Penalty: 6004.292480
	Iteration 18Q: 3 clusters Score -2.097853e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 172753 members 
Entering Unmasked Estep 
Score: -20978788.000000 Penalty: 6004.292480
	Iteration 19Q: 3 clusters Score -2.097879e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 173546 members 
Entering Unmasked Estep 
Score: -20979054.000000 Penalty: 6004.292480
	Iteration 20F: 3 clusters Score -2.097905e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 174223 members 
Entering Unmasked Estep 
Score: -20979258.000000 Penalty: 6004.292480
	Iteration 21Q: 3 clusters Score -2.097926e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 174773 members 
Entering Unmasked Estep 
Score: -20979354.000000 Penalty: 6004.292480
	Iteration 22Q: 3 clusters Score -2.097935e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 175215 members 
Entering Unmasked Estep 
Score: -20979484.000000 Penalty: 6004.292480
	Iteration 23Q: 3 clusters Score -2.097948e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 175595 members 
Entering Unmasked Estep 
Score: -20979552.000000 Penalty: 6004.292480
	Iteration 24Q: 3 clusters Score -2.097955e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 175882 members 
Entering Unmasked Estep 
Score: -20979632.000000 Penalty: 6004.292480
	Iteration 25Q: 3 clusters Score -2.097963e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 176116 members 
Entering Unmasked Estep 
Score: -20979704.000000 Penalty: 6004.292480
	Iteration 26Q: 3 clusters Score -2.09797e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 176322 members 
Entering Unmasked Estep 
Score: -20979732.000000 Penalty: 6004.292480
	Iteration 27Q: 3 clusters Score -2.097973e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 176492 members 
Entering Unmasked Estep 
Score: -20979752.000000 Penalty: 6004.292480
	Iteration 28Q: 3 clusters Score -2.097975e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 176641 members 
Entering Unmasked Estep 
Score: -20979740.000000 Penalty: 6004.292480
	Iteration 29Q: 3 clusters Score -2.097974e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 176767 members 
Entering Unmasked Estep 
Score: -20979732.000000 Penalty: 6004.292480
	Iteration 30Q: 3 clusters Score -2.097973e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 176875 members 
Entering Unmasked Estep 
Score: -20979704.000000 Penalty: 6004.292480
	Iteration 31Q: 3 clusters Score -2.09797e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 176964 members 
Entering Unmasked Estep 
Score: -20979760.000000 Penalty: 6004.292480
	Iteration 32Q: 3 clusters Score -2.097976e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 177031 members 
Entering Unmasked Estep 
Score: -20979762.000000 Penalty: 6004.292480
	Iteration 33Q: 3 clusters Score -2.097976e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 177093 members 
Entering Unmasked Estep 
Score: -20979760.000000 Penalty: 6004.292480
	Iteration 34Q: 3 clusters Score -2.097976e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 177147 members 
Entering Unmasked Estep 
Score: -20979766.000000 Penalty: 6004.292480
	Iteration 35Q: 3 clusters Score -2.097977e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 177201 members 
Entering Unmasked Estep 
Score: -20979768.000000 Penalty: 6004.292480
	Iteration 36Q: 3 clusters Score -2.097977e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 177233 members 
Entering Unmasked Estep 
Score: -20979766.000000 Penalty: 6004.292480
	Iteration 37Q: 3 clusters Score -2.097977e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 177263 members 
Entering Unmasked Estep 
Score: -20979756.000000 Penalty: 6004.292480
	Iteration 38Q: 3 clusters Score -2.097976e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 177298 members 
Entering Unmasked Estep 
Score: -20979740.000000 Penalty: 6004.292480
	Iteration 39Q: 3 clusters Score -2.097974e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 177331 members 
Entering Unmasked Estep 
Score: -20979738.000000 Penalty: 6004.292480
	Iteration 40F: 3 clusters Score -2.097974e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 177362 members 
Entering Unmasked Estep 
Score: -20979740.000000 Penalty: 6004.292480
	Iteration 41Q: 3 clusters Score -2.097974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 177381 members 
Entering Unmasked Estep 
Score: -20979734.000000 Penalty: 6004.292480
	Iteration 42Q: 3 clusters Score -2.097973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 177397 members 
Entering Unmasked Estep 
Score: -20979718.000000 Penalty: 6004.292480
	Iteration 43Q: 3 clusters Score -2.097972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 177416 members 
Entering Unmasked Estep 
Score: -20979704.000000 Penalty: 6004.292480
	Iteration 44Q: 3 clusters Score -2.09797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 177435 members 
Entering Unmasked Estep 
Score: -20979708.000000 Penalty: 6004.292480
	Iteration 45Q: 3 clusters Score -2.097971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 177450 members 
Entering Unmasked Estep 
Score: -20979714.000000 Penalty: 6004.292480
	Iteration 46Q: 3 clusters Score -2.097971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 177458 members 
Entering Unmasked Estep 
Score: -20979714.000000 Penalty: 6004.292480
	Iteration 47Q: 3 clusters Score -2.097971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 177464 members 
Entering Unmasked Estep 
Score: -20979732.000000 Penalty: 6004.292480
	Iteration 48Q: 3 clusters Score -2.097973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 177470 members 
Entering Unmasked Estep 
Score: -20979724.000000 Penalty: 6004.292480
	Iteration 49Q: 3 clusters Score -2.097972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 177474 members 
Entering Unmasked Estep 
Score: -20979718.000000 Penalty: 6004.292480
	Iteration 50Q: 3 clusters Score -2.097972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 177477 members 
Entering Unmasked Estep 
Score: -20979724.000000 Penalty: 6004.292480
	Iteration 51Q: 3 clusters Score -2.097972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 177476 members 
Entering Unmasked Estep 
Score: -20979726.000000 Penalty: 6004.292480
	Iteration 52Q: 3 clusters Score -2.097973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 177478 members 
Entering Unmasked Estep 
Score: -20979730.000000 Penalty: 6004.292480
	Iteration 53Q: 3 clusters Score -2.097973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 177480 members 
Entering Unmasked Estep 
Score: -20979724.000000 Penalty: 6004.292480
	Iteration 54Q: 3 clusters Score -2.097972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 177480 members 
Entering Unmasked Estep 
Score: -20979724.000000 Penalty: 6004.292480
	Iteration 55Q: 3 clusters Score -2.097972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 177482 members 
Entering Unmasked Estep 
Score: -20979728.000000 Penalty: 6004.292480
	Iteration 56Q: 3 clusters Score -2.097973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 177482 members 
Entering Unmasked Estep 
Score: -20979728.000000 Penalty: 6004.292480
	Iteration 57F: 3 clusters Score -2.097973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -287751.218750 Penalty: 1948.655273
	Iteration 0F: 2 clusters Score -287751.2 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 1309 members 
Entering Unmasked Estep 
Score: -284738.156250 Penalty: 3897.310547
	Iteration 0F: 3 clusters Score -284738.2 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -285353.812500 Penalty: 3897.310547
	Iteration 1F: 3 clusters Score -285353.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -285577.812500 Penalty: 3897.310547
	Iteration 2F: 3 clusters Score -285577.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -285680.968750 Penalty: 3897.310547
	Iteration 3Q: 3 clusters Score -285681 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -285744.093750 Penalty: 3897.310547
	Iteration 4Q: 3 clusters Score -285744.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -285790.593750 Penalty: 3897.310547
	Iteration 5Q: 3 clusters Score -285790.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -285817.343750 Penalty: 3897.310547
	Iteration 6Q: 3 clusters Score -285817.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -285842.187500 Penalty: 3897.310547
	Iteration 7Q: 3 clusters Score -285842.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -285871.968750 Penalty: 3897.310547
	Iteration 8Q: 3 clusters Score -285872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -285894.312500 Penalty: 3897.310547
	Iteration 9Q: 3 clusters Score -285894.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -285921.156250 Penalty: 3897.310547
	Iteration 10Q: 3 clusters Score -285921.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -285949.906250 Penalty: 3897.310547
	Iteration 11Q: 3 clusters Score -285949.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -285982.812500 Penalty: 3897.310547
	Iteration 12Q: 3 clusters Score -285982.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -286011.531250 Penalty: 3897.310547
	Iteration 13Q: 3 clusters Score -286011.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -286028.593750 Penalty: 3897.310547
	Iteration 14Q: 3 clusters Score -286028.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -286048.593750 Penalty: 3897.310547
	Iteration 15Q: 3 clusters Score -286048.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -286063.750000 Penalty: 3897.310547
	Iteration 16Q: 3 clusters Score -286063.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -286071.031250 Penalty: 3897.310547
	Iteration 17Q: 3 clusters Score -286071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -286076.843750 Penalty: 3897.310547
	Iteration 18Q: 3 clusters Score -286076.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -286084.468750 Penalty: 3897.310547
	Iteration 19Q: 3 clusters Score -286084.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -286090.093750 Penalty: 3897.310547
	Iteration 20F: 3 clusters Score -286090.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -286099.468750 Penalty: 3897.310547
	Iteration 21Q: 3 clusters Score -286099.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -286107.000000 Penalty: 3897.310547
	Iteration 22Q: 3 clusters Score -286107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -286112.000000 Penalty: 3897.310547
	Iteration 23Q: 3 clusters Score -286112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -286114.718750 Penalty: 3897.310547
	Iteration 24Q: 3 clusters Score -286114.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -286120.312500 Penalty: 3897.310547
	Iteration 25Q: 3 clusters Score -286120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -286124.406250 Penalty: 3897.310547
	Iteration 26Q: 3 clusters Score -286124.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -286128.718750 Penalty: 3897.310547
	Iteration 27Q: 3 clusters Score -286128.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -286132.781250 Penalty: 3897.310547
	Iteration 28Q: 3 clusters Score -286132.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -286138.531250 Penalty: 3897.310547
	Iteration 29Q: 3 clusters Score -286138.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -286146.156250 Penalty: 3897.310547
	Iteration 30Q: 3 clusters Score -286146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -286151.875000 Penalty: 3897.310547
	Iteration 31Q: 3 clusters Score -286151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -286155.093750 Penalty: 3897.310547
	Iteration 32Q: 3 clusters Score -286155.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -286158.906250 Penalty: 3897.310547
	Iteration 33Q: 3 clusters Score -286158.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -286163.687500 Penalty: 3897.310547
	Iteration 34Q: 3 clusters Score -286163.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -286169.281250 Penalty: 3897.310547
	Iteration 35Q: 3 clusters Score -286169.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -286175.562500 Penalty: 3897.310547
	Iteration 36Q: 3 clusters Score -286175.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -286184.000000 Penalty: 3897.310547
	Iteration 37Q: 3 clusters Score -286184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -286193.218750 Penalty: 3897.310547
	Iteration 38Q: 3 clusters Score -286193.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -286198.437500 Penalty: 3897.310547
	Iteration 39Q: 3 clusters Score -286198.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -286201.468750 Penalty: 3897.310547
	Iteration 40F: 3 clusters Score -286201.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -286206.250000 Penalty: 3897.310547
	Iteration 41Q: 3 clusters Score -286206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -286207.218750 Penalty: 3897.310547
	Iteration 42Q: 3 clusters Score -286207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -286209.375000 Penalty: 3897.310547
	Iteration 43Q: 3 clusters Score -286209.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -286212.875000 Penalty: 3897.310547
	Iteration 44Q: 3 clusters Score -286212.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -286219.625000 Penalty: 3897.310547
	Iteration 45Q: 3 clusters Score -286219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -286222.500000 Penalty: 3897.310547
	Iteration 46Q: 3 clusters Score -286222.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -286225.500000 Penalty: 3897.310547
	Iteration 47Q: 3 clusters Score -286225.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -286226.750000 Penalty: 3897.310547
	Iteration 48Q: 3 clusters Score -286226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -286227.718750 Penalty: 3897.310547
	Iteration 49Q: 3 clusters Score -286227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -286230.312500 Penalty: 3897.310547
	Iteration 50Q: 3 clusters Score -286230.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -286231.906250 Penalty: 3897.310547
	Iteration 51Q: 3 clusters Score -286231.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -286232.593750 Penalty: 3897.310547
	Iteration 52Q: 3 clusters Score -286232.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -286232.593750 Penalty: 3897.310547
	Iteration 53F: 3 clusters Score -286232.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -134386.781250 Penalty: 1776.658813
	Iteration 0F: 2 clusters Score -134386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -132352.406250 Penalty: 3553.317627
	Iteration 0F: 3 clusters Score -132352.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132770.296875 Penalty: 3553.317627
	Iteration 1F: 3 clusters Score -132770.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -132891.515625 Penalty: 3553.317627
	Iteration 2F: 3 clusters Score -132891.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -132955.453125 Penalty: 3553.317627
	Iteration 3Q: 3 clusters Score -132955.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133011.703125 Penalty: 3553.317627
	Iteration 4Q: 3 clusters Score -133011.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -133045.140625 Penalty: 3553.317627
	Iteration 5Q: 3 clusters Score -133045.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -133061.359375 Penalty: 3553.317627
	Iteration 6Q: 3 clusters Score -133061.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -133074.718750 Penalty: 3553.317627
	Iteration 7Q: 3 clusters Score -133074.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -133098.750000 Penalty: 3553.317627
	Iteration 8Q: 3 clusters Score -133098.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133133.093750 Penalty: 3553.317627
	Iteration 9Q: 3 clusters Score -133133.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -133149.703125 Penalty: 3553.317627
	Iteration 10Q: 3 clusters Score -133149.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -133167.062500 Penalty: 3553.317627
	Iteration 11Q: 3 clusters Score -133167.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -133178.796875 Penalty: 3553.317627
	Iteration 12Q: 3 clusters Score -133178.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133187.000000 Penalty: 3553.317627
	Iteration 13Q: 3 clusters Score -133187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -133197.609375 Penalty: 3553.317627
	Iteration 14Q: 3 clusters Score -133197.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -133208.437500 Penalty: 3553.317627
	Iteration 15Q: 3 clusters Score -133208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -133217.890625 Penalty: 3553.317627
	Iteration 16Q: 3 clusters Score -133217.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -133225.703125 Penalty: 3553.317627
	Iteration 17Q: 3 clusters Score -133225.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -133230.015625 Penalty: 3553.317627
	Iteration 18Q: 3 clusters Score -133230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -133231.359375 Penalty: 3553.317627
	Iteration 19Q: 3 clusters Score -133231.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133234.078125 Penalty: 3553.317627
	Iteration 20F: 3 clusters Score -133234.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -133237.578125 Penalty: 3553.317627
	Iteration 21Q: 3 clusters Score -133237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -133240.656250 Penalty: 3553.317627
	Iteration 22Q: 3 clusters Score -133240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -133242.421875 Penalty: 3553.317627
	Iteration 23Q: 3 clusters Score -133242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -133247.500000 Penalty: 3553.317627
	Iteration 24Q: 3 clusters Score -133247.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -133251.375000 Penalty: 3553.317627
	Iteration 25Q: 3 clusters Score -133251.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -133263.546875 Penalty: 3553.317627
	Iteration 26Q: 3 clusters Score -133263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -133271.296875 Penalty: 3553.317627
	Iteration 27Q: 3 clusters Score -133271.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -133277.656250 Penalty: 3553.317627
	Iteration 28Q: 3 clusters Score -133277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -133287.125000 Penalty: 3553.317627
	Iteration 29Q: 3 clusters Score -133287.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -133291.500000 Penalty: 3553.317627
	Iteration 30Q: 3 clusters Score -133291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -133295.281250 Penalty: 3553.317627
	Iteration 31Q: 3 clusters Score -133295.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -133297.828125 Penalty: 3553.317627
	Iteration 32Q: 3 clusters Score -133297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -133302.937500 Penalty: 3553.317627
	Iteration 33Q: 3 clusters Score -133302.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -133310.437500 Penalty: 3553.317627
	Iteration 34Q: 3 clusters Score -133310.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -133316.203125 Penalty: 3553.317627
	Iteration 35Q: 3 clusters Score -133316.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -133320.421875 Penalty: 3553.317627
	Iteration 36Q: 3 clusters Score -133320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -133324.546875 Penalty: 3553.317627
	Iteration 37Q: 3 clusters Score -133324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -133327.765625 Penalty: 3553.317627
	Iteration 38Q: 3 clusters Score -133327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -133330.000000 Penalty: 3553.317627
	Iteration 39Q: 3 clusters Score -133330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -133331.546875 Penalty: 3553.317627
	Iteration 40F: 3 clusters Score -133331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -133332.562500 Penalty: 3553.317627
	Iteration 41Q: 3 clusters Score -133332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -133332.562500 Penalty: 3553.317627
	Iteration 42F: 3 clusters Score -133332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Entering Unmasked Estep 
Score: -3326694.250000 Penalty: 2545.279297
	Iteration 0F: 2 clusters Score -3326694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3307040.250000 Penalty: 5090.558594
	Iteration 0F: 3 clusters Score -3307040 nChanged 12865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3313819.250000 Penalty: 5090.558594
	Iteration 1F: 3 clusters Score -3313819 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3314297.250000 Penalty: 5090.558594
	Iteration 2Q: 3 clusters Score -3314297 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3314840.750000 Penalty: 5090.558594
	Iteration 3Q: 3 clusters Score -3314841 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3315496.000000 Penalty: 5090.558594
	Iteration 4Q: 3 clusters Score -3315496 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3316268.000000 Penalty: 5090.558594
	Iteration 5Q: 3 clusters Score -3316268 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3317242.250000 Penalty: 5090.558594
	Iteration 6F: 3 clusters Score -3317242 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3318397.500000 Penalty: 5090.558594
	Iteration 7F: 3 clusters Score -3318398 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3319805.000000 Penalty: 5090.558594
	Iteration 8F: 3 clusters Score -3319805 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3321286.750000 Penalty: 5090.558594
	Iteration 9F: 3 clusters Score -3321287 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -3322594.750000 Penalty: 5090.558594
	Iteration 10F: 3 clusters Score -3322595 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3323496.250000 Penalty: 5090.558594
	Iteration 11Q: 3 clusters Score -3323496 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3323944.000000 Penalty: 5090.558594
	Iteration 12Q: 3 clusters Score -3323944 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3324175.000000 Penalty: 5090.558594
	Iteration 13Q: 3 clusters Score -3324175 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3324284.250000 Penalty: 5090.558594
	Iteration 14Q: 3 clusters Score -3324284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3324345.250000 Penalty: 5090.558594
	Iteration 15Q: 3 clusters Score -3324345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3324388.000000 Penalty: 5090.558594
	Iteration 16Q: 3 clusters Score -3324388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -3324417.250000 Penalty: 5090.558594
	Iteration 17Q: 3 clusters Score -3324417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3324443.500000 Penalty: 5090.558594
	Iteration 18Q: 3 clusters Score -3324444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3324465.500000 Penalty: 5090.558594
	Iteration 19Q: 3 clusters Score -3324466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3324487.000000 Penalty: 5090.558594
	Iteration 20F: 3 clusters Score -3324487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -3324497.750000 Penalty: 5090.558594
	Iteration 21Q: 3 clusters Score -3324498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3324501.750000 Penalty: 5090.558594
	Iteration 22Q: 3 clusters Score -3324502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3324504.250000 Penalty: 5090.558594
	Iteration 23Q: 3 clusters Score -3324504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3324508.500000 Penalty: 5090.558594
	Iteration 24Q: 3 clusters Score -3324508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3324509.750000 Penalty: 5090.558594
	Iteration 25Q: 3 clusters Score -3324510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -3324510.750000 Penalty: 5090.558594
	Iteration 26Q: 3 clusters Score -3324511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -3324512.750000 Penalty: 5090.558594
	Iteration 27Q: 3 clusters Score -3324513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3324512.750000 Penalty: 5090.558594
	Iteration 28Q: 3 clusters Score -3324513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3324512.750000 Penalty: 5090.558594
	Iteration 29F: 3 clusters Score -3324513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -20353.580078 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -20353.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19268.164062 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -19268.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19351.914062 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -19351.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19354.087891 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -19354.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19355.865234 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -19355.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19355.865234 Penalty: 2637.787598
	Iteration 4F: 3 clusters Score -19355.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (113415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113415 members 
Entering Unmasked Estep 
Score: -13321698.000000 Penalty: 2886.424805
	Iteration 0F: 2 clusters Score -1.33217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -13245913.000000 Penalty: 5772.849609
	Iteration 0F: 3 clusters Score -1.324591e+07 nChanged 53807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -13277244.000000 Penalty: 5772.849609
	Iteration 1F: 3 clusters Score -1.327724e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -13278653.000000 Penalty: 5772.849609
	Iteration 2Q: 3 clusters Score -1.327865e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -13280352.000000 Penalty: 5772.849609
	Iteration 3Q: 3 clusters Score -1.328035e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -13282659.000000 Penalty: 5772.849609
	Iteration 4Q: 3 clusters Score -1.328266e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -13285888.000000 Penalty: 5772.849609
	Iteration 5Q: 3 clusters Score -1.328589e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -13290094.000000 Penalty: 5772.849609
	Iteration 6F: 3 clusters Score -1.329009e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -13295157.000000 Penalty: 5772.849609
	Iteration 7F: 3 clusters Score -1.329516e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -13299836.000000 Penalty: 5772.849609
	Iteration 8F: 3 clusters Score -1.329984e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -13302942.000000 Penalty: 5772.849609
	Iteration 9F: 3 clusters Score -1.330294e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -13304659.000000 Penalty: 5772.849609
	Iteration 10Q: 3 clusters Score -1.330466e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69876 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -13305454.000000 Penalty: 5772.849609
	Iteration 11Q: 3 clusters Score -1.330545e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -13305723.000000 Penalty: 5772.849609
	Iteration 12Q: 3 clusters Score -1.330572e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -13305942.000000 Penalty: 5772.849609
	Iteration 13Q: 3 clusters Score -1.330594e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -13306149.000000 Penalty: 5772.849609
	Iteration 14Q: 3 clusters Score -1.330615e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -13306320.000000 Penalty: 5772.849609
	Iteration 15Q: 3 clusters Score -1.330632e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71567 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -13306484.000000 Penalty: 5772.849609
	Iteration 16Q: 3 clusters Score -1.330648e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -13306708.000000 Penalty: 5772.849609
	Iteration 17Q: 3 clusters Score -1.330671e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -13306836.000000 Penalty: 5772.849609
	Iteration 18Q: 3 clusters Score -1.330684e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -13306972.000000 Penalty: 5772.849609
	Iteration 19Q: 3 clusters Score -1.330697e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -13307139.000000 Penalty: 5772.849609
	Iteration 20F: 3 clusters Score -1.330714e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -13307296.000000 Penalty: 5772.849609
	Iteration 21Q: 3 clusters Score -1.33073e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -13307375.000000 Penalty: 5772.849609
	Iteration 22Q: 3 clusters Score -1.330738e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74042 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -13307513.000000 Penalty: 5772.849609
	Iteration 23Q: 3 clusters Score -1.330751e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -13307620.000000 Penalty: 5772.849609
	Iteration 24Q: 3 clusters Score -1.330762e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -13307729.000000 Penalty: 5772.849609
	Iteration 25Q: 3 clusters Score -1.330773e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -13307860.000000 Penalty: 5772.849609
	Iteration 26Q: 3 clusters Score -1.330786e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76211 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -13307979.000000 Penalty: 5772.849609
	Iteration 27Q: 3 clusters Score -1.330798e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -13308032.000000 Penalty: 5772.849609
	Iteration 28Q: 3 clusters Score -1.330803e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77509 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -13308158.000000 Penalty: 5772.849609
	Iteration 29Q: 3 clusters Score -1.330816e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78240 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -13308235.000000 Penalty: 5772.849609
	Iteration 30Q: 3 clusters Score -1.330824e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -13308368.000000 Penalty: 5772.849609
	Iteration 31Q: 3 clusters Score -1.330837e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -13308476.000000 Penalty: 5772.849609
	Iteration 32Q: 3 clusters Score -1.330848e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -13308625.000000 Penalty: 5772.849609
	Iteration 33Q: 3 clusters Score -1.330862e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -13308799.000000 Penalty: 5772.849609
	Iteration 34Q: 3 clusters Score -1.33088e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -13309020.000000 Penalty: 5772.849609
	Iteration 35Q: 3 clusters Score -1.330902e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -13309174.000000 Penalty: 5772.849609
	Iteration 36Q: 3 clusters Score -1.330917e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -13309373.000000 Penalty: 5772.849609
	Iteration 37Q: 3 clusters Score -1.330937e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86104 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -13309639.000000 Penalty: 5772.849609
	Iteration 38Q: 3 clusters Score -1.330964e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87335 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -13309960.000000 Penalty: 5772.849609
	Iteration 39Q: 3 clusters Score -1.330996e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -13310236.000000 Penalty: 5772.849609
	Iteration 40F: 3 clusters Score -1.331024e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -13310502.000000 Penalty: 5772.849609
	Iteration 41Q: 3 clusters Score -1.33105e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91290 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -13310844.000000 Penalty: 5772.849609
	Iteration 42Q: 3 clusters Score -1.331084e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -13311319.000000 Penalty: 5772.849609
	Iteration 43Q: 3 clusters Score -1.331132e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94280 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -13311774.000000 Penalty: 5772.849609
	Iteration 44Q: 3 clusters Score -1.331177e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95808 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -13312232.000000 Penalty: 5772.849609
	Iteration 45Q: 3 clusters Score -1.331223e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -13312796.000000 Penalty: 5772.849609
	Iteration 46Q: 3 clusters Score -1.33128e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -13313353.000000 Penalty: 5772.849609
	Iteration 47Q: 3 clusters Score -1.331335e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -13313993.000000 Penalty: 5772.849609
	Iteration 48Q: 3 clusters Score -1.331399e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102095 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -13314575.000000 Penalty: 5772.849609
	Iteration 49Q: 3 clusters Score -1.331458e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -13315126.000000 Penalty: 5772.849609
	Iteration 50Q: 3 clusters Score -1.331513e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104851 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -13315667.000000 Penalty: 5772.849609
	Iteration 51Q: 3 clusters Score -1.331567e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106087 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -13316197.000000 Penalty: 5772.849609
	Iteration 52Q: 3 clusters Score -1.33162e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107221 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -13316657.000000 Penalty: 5772.849609
	Iteration 53Q: 3 clusters Score -1.331666e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -13317106.000000 Penalty: 5772.849609
	Iteration 54Q: 3 clusters Score -1.331711e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109101 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -13317473.000000 Penalty: 5772.849609
	Iteration 55Q: 3 clusters Score -1.331747e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109812 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -13317810.000000 Penalty: 5772.849609
	Iteration 56Q: 3 clusters Score -1.331781e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110392 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -13318018.000000 Penalty: 5772.849609
	Iteration 57Q: 3 clusters Score -1.331802e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110887 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -13318247.000000 Penalty: 5772.849609
	Iteration 58Q: 3 clusters Score -1.331825e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111282 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -13318473.000000 Penalty: 5772.849609
	Iteration 59Q: 3 clusters Score -1.331847e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -13318647.000000 Penalty: 5772.849609
	Iteration 60F: 3 clusters Score -1.331865e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111785 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -13318758.000000 Penalty: 5772.849609
	Iteration 61Q: 3 clusters Score -1.331876e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111940 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -13318873.000000 Penalty: 5772.849609
	Iteration 62Q: 3 clusters Score -1.331887e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112066 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13318915.000000 Penalty: 5772.849609
	Iteration 63Q: 3 clusters Score -1.331892e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112162 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -13318955.000000 Penalty: 5772.849609
	Iteration 64Q: 3 clusters Score -1.331896e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -13318992.000000 Penalty: 5772.849609
	Iteration 65Q: 3 clusters Score -1.331899e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112304 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13319039.000000 Penalty: 5772.849609
	Iteration 66Q: 3 clusters Score -1.331904e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112378 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -13319086.000000 Penalty: 5772.849609
	Iteration 67Q: 3 clusters Score -1.331909e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112429 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -13319119.000000 Penalty: 5772.849609
	Iteration 68Q: 3 clusters Score -1.331912e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112474 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -13319139.000000 Penalty: 5772.849609
	Iteration 69Q: 3 clusters Score -1.331914e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112511 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -13319169.000000 Penalty: 5772.849609
	Iteration 70Q: 3 clusters Score -1.331917e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -13319179.000000 Penalty: 5772.849609
	Iteration 71Q: 3 clusters Score -1.331918e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112586 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -13319193.000000 Penalty: 5772.849609
	Iteration 72Q: 3 clusters Score -1.331919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112609 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13319219.000000 Penalty: 5772.849609
	Iteration 73Q: 3 clusters Score -1.331922e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112636 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13319235.000000 Penalty: 5772.849609
	Iteration 74Q: 3 clusters Score -1.331924e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112656 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13319247.000000 Penalty: 5772.849609
	Iteration 75Q: 3 clusters Score -1.331925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112662 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -13319252.000000 Penalty: 5772.849609
	Iteration 76Q: 3 clusters Score -1.331925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112669 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13319267.000000 Penalty: 5772.849609
	Iteration 77Q: 3 clusters Score -1.331927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112672 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13319271.000000 Penalty: 5772.849609
	Iteration 78Q: 3 clusters Score -1.331927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112677 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -13319286.000000 Penalty: 5772.849609
	Iteration 79Q: 3 clusters Score -1.331929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -13319290.000000 Penalty: 5772.849609
	Iteration 80F: 3 clusters Score -1.331929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112690 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -13319285.000000 Penalty: 5772.849609
	Iteration 81Q: 3 clusters Score -1.331928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112693 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13319290.000000 Penalty: 5772.849609
	Iteration 82Q: 3 clusters Score -1.331929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112697 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13319291.000000 Penalty: 5772.849609
	Iteration 83Q: 3 clusters Score -1.331929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112697 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13319293.000000 Penalty: 5772.849609
	Iteration 84Q: 3 clusters Score -1.331929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112699 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -13319286.000000 Penalty: 5772.849609
	Iteration 85Q: 3 clusters Score -1.331929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112699 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -13319286.000000 Penalty: 5772.849609
	Iteration 86F: 3 clusters Score -1.331929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92321.804688 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92321.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90472.992188 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90472.99 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90742.906250 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -90742.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90821.937500 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -90821.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90861.757812 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -90861.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90890.867188 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -90890.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90902.671875 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -90902.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90909.765625 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -90909.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90916.968750 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -90916.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90924.500000 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -90924.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90929.953125 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -90929.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90936.734375 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -90936.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90943.125000 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -90943.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90948.265625 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -90948.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90948.992188 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -90948.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90948.992188 Penalty: 3342.123535
	Iteration 14F: 3 clusters Score -90948.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Entering Unmasked Estep 
Score: -2615337.500000 Penalty: 2482.938477
	Iteration 0F: 2 clusters Score -2615338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2599683.250000 Penalty: 4965.876953
	Iteration 0F: 3 clusters Score -2599683 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2604948.000000 Penalty: 4965.876953
	Iteration 1F: 3 clusters Score -2604948 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2605443.750000 Penalty: 4965.876953
	Iteration 2F: 3 clusters Score -2605444 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2606110.250000 Penalty: 4965.876953
	Iteration 3F: 3 clusters Score -2606110 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2606930.500000 Penalty: 4965.876953
	Iteration 4F: 3 clusters Score -2606930 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2607972.500000 Penalty: 4965.876953
	Iteration 5F: 3 clusters Score -2607972 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2609280.000000 Penalty: 4965.876953
	Iteration 6F: 3 clusters Score -2609280 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2610679.000000 Penalty: 4965.876953
	Iteration 7F: 3 clusters Score -2610679 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2611847.000000 Penalty: 4965.876953
	Iteration 8F: 3 clusters Score -2611847 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2612563.750000 Penalty: 4965.876953
	Iteration 9Q: 3 clusters Score -2612564 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2612902.000000 Penalty: 4965.876953
	Iteration 10Q: 3 clusters Score -2612902 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2613053.250000 Penalty: 4965.876953
	Iteration 11Q: 3 clusters Score -2613053 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2613180.000000 Penalty: 4965.876953
	Iteration 12Q: 3 clusters Score -2613180 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2613245.000000 Penalty: 4965.876953
	Iteration 13Q: 3 clusters Score -2613245 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2613285.250000 Penalty: 4965.876953
	Iteration 14Q: 3 clusters Score -2613285 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2613342.250000 Penalty: 4965.876953
	Iteration 15Q: 3 clusters Score -2613342 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2613366.250000 Penalty: 4965.876953
	Iteration 16Q: 3 clusters Score -2613366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2613400.000000 Penalty: 4965.876953
	Iteration 17Q: 3 clusters Score -2613400 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2613440.250000 Penalty: 4965.876953
	Iteration 18Q: 3 clusters Score -2613440 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2613466.250000 Penalty: 4965.876953
	Iteration 19Q: 3 clusters Score -2613466 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2613500.000000 Penalty: 4965.876953
	Iteration 20F: 3 clusters Score -2613500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2613520.750000 Penalty: 4965.876953
	Iteration 21Q: 3 clusters Score -2613521 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2613547.000000 Penalty: 4965.876953
	Iteration 22Q: 3 clusters Score -2613547 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2613564.500000 Penalty: 4965.876953
	Iteration 23Q: 3 clusters Score -2613564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2613581.750000 Penalty: 4965.876953
	Iteration 24Q: 3 clusters Score -2613582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2613597.750000 Penalty: 4965.876953
	Iteration 25Q: 3 clusters Score -2613598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2613611.500000 Penalty: 4965.876953
	Iteration 26Q: 3 clusters Score -2613612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2613611.500000 Penalty: 4965.876953
	Iteration 27Q: 3 clusters Score -2613612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2613621.500000 Penalty: 4965.876953
	Iteration 28Q: 3 clusters Score -2613622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2613629.750000 Penalty: 4965.876953
	Iteration 29Q: 3 clusters Score -2613630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2613641.000000 Penalty: 4965.876953
	Iteration 30Q: 3 clusters Score -2613641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2613656.500000 Penalty: 4965.876953
	Iteration 31Q: 3 clusters Score -2613656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2613658.500000 Penalty: 4965.876953
	Iteration 32Q: 3 clusters Score -2613658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2613665.500000 Penalty: 4965.876953
	Iteration 33Q: 3 clusters Score -2613666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2613670.750000 Penalty: 4965.876953
	Iteration 34Q: 3 clusters Score -2613671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2613675.750000 Penalty: 4965.876953
	Iteration 35Q: 3 clusters Score -2613676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2613683.000000 Penalty: 4965.876953
	Iteration 36Q: 3 clusters Score -2613683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2613683.000000 Penalty: 4965.876953
	Iteration 37Q: 3 clusters Score -2613683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2613680.500000 Penalty: 4965.876953
	Iteration 38Q: 3 clusters Score -2613680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2613687.000000 Penalty: 4965.876953
	Iteration 39Q: 3 clusters Score -2613687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2613682.250000 Penalty: 4965.876953
	Iteration 40F: 3 clusters Score -2613682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2613682.750000 Penalty: 4965.876953
	Iteration 41Q: 3 clusters Score -2613683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2613688.750000 Penalty: 4965.876953
	Iteration 42Q: 3 clusters Score -2613689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2613690.000000 Penalty: 4965.876953
	Iteration 43Q: 3 clusters Score -2613690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2613697.250000 Penalty: 4965.876953
	Iteration 44Q: 3 clusters Score -2613697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2613710.000000 Penalty: 4965.876953
	Iteration 45Q: 3 clusters Score -2613710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2613706.500000 Penalty: 4965.876953
	Iteration 46Q: 3 clusters Score -2613706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2613714.000000 Penalty: 4965.876953
	Iteration 47Q: 3 clusters Score -2613714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2613715.250000 Penalty: 4965.876953
	Iteration 48Q: 3 clusters Score -2613715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2613716.250000 Penalty: 4965.876953
	Iteration 49Q: 3 clusters Score -2613716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2613717.000000 Penalty: 4965.876953
	Iteration 50Q: 3 clusters Score -2613717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2613718.750000 Penalty: 4965.876953
	Iteration 51Q: 3 clusters Score -2613719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2613726.250000 Penalty: 4965.876953
	Iteration 52Q: 3 clusters Score -2613726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2613725.250000 Penalty: 4965.876953
	Iteration 53Q: 3 clusters Score -2613725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2613725.500000 Penalty: 4965.876953
	Iteration 54Q: 3 clusters Score -2613726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2613730.500000 Penalty: 4965.876953
	Iteration 55Q: 3 clusters Score -2613730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2613726.750000 Penalty: 4965.876953
	Iteration 56Q: 3 clusters Score -2613727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2613727.250000 Penalty: 4965.876953
	Iteration 57Q: 3 clusters Score -2613727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2613729.250000 Penalty: 4965.876953
	Iteration 58Q: 3 clusters Score -2613729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2613729.250000 Penalty: 4965.876953
	Iteration 59Q: 3 clusters Score -2613729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2613735.250000 Penalty: 4965.876953
	Iteration 60F: 3 clusters Score -2613735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2613733.750000 Penalty: 4965.876953
	Iteration 61Q: 3 clusters Score -2613734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2613732.250000 Penalty: 4965.876953
	Iteration 62Q: 3 clusters Score -2613732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2613729.250000 Penalty: 4965.876953
	Iteration 63Q: 3 clusters Score -2613729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2613729.500000 Penalty: 4965.876953
	Iteration 64Q: 3 clusters Score -2613730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2613727.750000 Penalty: 4965.876953
	Iteration 65Q: 3 clusters Score -2613728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2613731.000000 Penalty: 4965.876953
	Iteration 66Q: 3 clusters Score -2613731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2613736.250000 Penalty: 4965.876953
	Iteration 67Q: 3 clusters Score -2613736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2613738.250000 Penalty: 4965.876953
	Iteration 68Q: 3 clusters Score -2613738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2613735.500000 Penalty: 4965.876953
	Iteration 69Q: 3 clusters Score -2613736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2613735.500000 Penalty: 4965.876953
	Iteration 70F: 3 clusters Score -2613736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Entering Unmasked Estep 
Score: -4686335.500000 Penalty: 2635.747070
	Iteration 0F: 2 clusters Score -4686336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4658355.000000 Penalty: 5271.494141
	Iteration 0F: 3 clusters Score -4658355 nChanged 18903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -4668907.500000 Penalty: 5271.494141
	Iteration 1F: 3 clusters Score -4668908 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -4669456.000000 Penalty: 5271.494141
	Iteration 2Q: 3 clusters Score -4669456 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -4669893.500000 Penalty: 5271.494141
	Iteration 3Q: 3 clusters Score -4669894 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -4670298.500000 Penalty: 5271.494141
	Iteration 4Q: 3 clusters Score -4670298 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -4670684.000000 Penalty: 5271.494141
	Iteration 5Q: 3 clusters Score -4670684 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -4671207.500000 Penalty: 5271.494141
	Iteration 6Q: 3 clusters Score -4671208 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -4671998.000000 Penalty: 5271.494141
	Iteration 7Q: 3 clusters Score -4671998 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -4673179.000000 Penalty: 5271.494141
	Iteration 8F: 3 clusters Score -4673179 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4675003.500000 Penalty: 5271.494141
	Iteration 9F: 3 clusters Score -4675004 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4677607.500000 Penalty: 5271.494141
	Iteration 10F: 3 clusters Score -4677608 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -4680401.500000 Penalty: 5271.494141
	Iteration 11F: 3 clusters Score -4680402 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -4682414.500000 Penalty: 5271.494141
	Iteration 12F: 3 clusters Score -4682414 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -4683506.500000 Penalty: 5271.494141
	Iteration 13Q: 3 clusters Score -4683506 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -4683932.000000 Penalty: 5271.494141
	Iteration 14Q: 3 clusters Score -4683932 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -4684065.500000 Penalty: 5271.494141
	Iteration 15Q: 3 clusters Score -4684066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -4684139.500000 Penalty: 5271.494141
	Iteration 16Q: 3 clusters Score -4684140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -4684184.500000 Penalty: 5271.494141
	Iteration 17Q: 3 clusters Score -4684184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -4684210.000000 Penalty: 5271.494141
	Iteration 18Q: 3 clusters Score -4684210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -4684221.000000 Penalty: 5271.494141
	Iteration 19Q: 3 clusters Score -4684221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -4684233.000000 Penalty: 5271.494141
	Iteration 20F: 3 clusters Score -4684233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -4684235.000000 Penalty: 5271.494141
	Iteration 21Q: 3 clusters Score -4684235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -4684239.000000 Penalty: 5271.494141
	Iteration 22Q: 3 clusters Score -4684239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -4684242.500000 Penalty: 5271.494141
	Iteration 23Q: 3 clusters Score -4684242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -4684243.500000 Penalty: 5271.494141
	Iteration 24Q: 3 clusters Score -4684244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -4684242.500000 Penalty: 5271.494141
	Iteration 25Q: 3 clusters Score -4684242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -4684248.500000 Penalty: 5271.494141
	Iteration 26Q: 3 clusters Score -4684248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -4684247.500000 Penalty: 5271.494141
	Iteration 27Q: 3 clusters Score -4684248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -4684251.000000 Penalty: 5271.494141
	Iteration 28Q: 3 clusters Score -4684251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -4684251.000000 Penalty: 5271.494141
	Iteration 29Q: 3 clusters Score -4684251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -4684251.000000 Penalty: 5271.494141
	Iteration 30F: 3 clusters Score -4684251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 224113 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 7 contains 180851 members 
Mstep: Class 8 contains 2585 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28659 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113415 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22289 members 
Mstep: Class 19 contains 41275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654584.000000 Penalty: 43162.746094
Iteration 239Q: 14 clusters Score -7.465458e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 224210 members 
Mstep: Class 4 contains 18581 members 
Mstep: Class 7 contains 180843 members 
Mstep: Class 8 contains 2585 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28657 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113342 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 19 contains 41269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654560.000000 Penalty: 43162.746094
Iteration 240F: 14 clusters Score -7.465456e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3755 members 
Mstep: Class 3 contains 224322 members 
Mstep: Class 4 contains 18581 members 
Mstep: Class 7 contains 180826 members 
Mstep: Class 8 contains 2585 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28657 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113269 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 19 contains 41259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654520.000000 Penalty: 43162.746094
Iteration 241Q: 14 clusters Score -7.465452e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 224412 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 7 contains 180796 members 
Mstep: Class 8 contains 2585 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28657 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113210 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22290 members 
Mstep: Class 19 contains 41260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654504.000000 Penalty: 43162.746094
Iteration 242Q: 14 clusters Score -7.46545e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 224514 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 7 contains 180756 members 
Mstep: Class 8 contains 2585 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28657 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113151 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654592.000000 Penalty: 43162.746094
Iteration 243Q: 14 clusters Score -7.465459e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 224606 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 7 contains 180710 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28657 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113109 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22298 members 
Mstep: Class 19 contains 41251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654432.000000 Penalty: 43162.746094
Iteration 244Q: 14 clusters Score -7.465443e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 224685 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 7 contains 180684 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28657 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113066 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22305 members 
Mstep: Class 19 contains 41238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654424.000000 Penalty: 43162.746094
Iteration 245Q: 14 clusters Score -7.465442e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 224767 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 7 contains 180657 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28657 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 113022 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22308 members 
Mstep: Class 19 contains 41229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654512.000000 Penalty: 43162.746094
Iteration 246Q: 14 clusters Score -7.465451e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 224824 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 7 contains 180651 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28657 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112979 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22312 members 
Mstep: Class 19 contains 41223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654512.000000 Penalty: 43162.746094
Iteration 247Q: 14 clusters Score -7.465451e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 224872 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 7 contains 180652 members 
Mstep: Class 8 contains 2580 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28657 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112941 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22309 members 
Mstep: Class 19 contains 41218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654480.000000 Penalty: 43162.746094
Iteration 248Q: 14 clusters Score -7.465448e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 224927 members 
Mstep: Class 4 contains 18570 members 
Mstep: Class 7 contains 180652 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28655 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112906 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22304 members 
Mstep: Class 19 contains 41215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654448.000000 Penalty: 43162.746094
Iteration 249Q: 14 clusters Score -7.465445e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 224965 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 7 contains 180655 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28655 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112873 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22306 members 
Mstep: Class 19 contains 41214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654384.000000 Penalty: 43162.746094
Iteration 250Q: 14 clusters Score -7.465438e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 225014 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 7 contains 180656 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28655 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112842 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22303 members 
Mstep: Class 19 contains 41210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654360.000000 Penalty: 43162.746094
Iteration 251Q: 14 clusters Score -7.465436e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 225053 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 7 contains 180660 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28655 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112812 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22300 members 
Mstep: Class 19 contains 41205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654416.000000 Penalty: 43162.746094
Iteration 252Q: 14 clusters Score -7.465442e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 225093 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 7 contains 180649 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28654 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112790 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22298 members 
Mstep: Class 19 contains 41200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654384.000000 Penalty: 43162.746094
Iteration 253Q: 14 clusters Score -7.465438e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 225140 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 7 contains 180622 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28654 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112769 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22299 members 
Mstep: Class 19 contains 41201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654376.000000 Penalty: 43162.746094
Iteration 254Q: 14 clusters Score -7.465438e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 225187 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 7 contains 180600 members 
Mstep: Class 8 contains 2577 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112752 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22301 members 
Mstep: Class 19 contains 41201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654352.000000 Penalty: 43162.746094
Iteration 255Q: 14 clusters Score -7.465435e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 225248 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 7 contains 180570 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112731 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22302 members 
Mstep: Class 19 contains 41200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654352.000000 Penalty: 43162.746094
Iteration 256Q: 14 clusters Score -7.465435e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 225301 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 7 contains 180538 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112717 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22301 members 
Mstep: Class 19 contains 41199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654360.000000 Penalty: 43162.746094
Iteration 257Q: 14 clusters Score -7.465436e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 225355 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 7 contains 180510 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112699 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22300 members 
Mstep: Class 19 contains 41197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654408.000000 Penalty: 43162.746094
Iteration 258Q: 14 clusters Score -7.465441e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 225398 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 7 contains 180481 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112688 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22299 members 
Mstep: Class 19 contains 41198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654400.000000 Penalty: 43162.746094
Iteration 259Q: 14 clusters Score -7.46544e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 225442 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 7 contains 180461 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112668 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22299 members 
Mstep: Class 19 contains 41197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654464.000000 Penalty: 43162.746094
Iteration 260F: 14 clusters Score -7.465446e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 225486 members 
Mstep: Class 4 contains 18570 members 
Mstep: Class 7 contains 180436 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112654 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22299 members 
Mstep: Class 19 contains 41196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654400.000000 Penalty: 43162.746094
Iteration 261Q: 14 clusters Score -7.46544e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 225520 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 7 contains 180425 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112636 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22298 members 
Mstep: Class 19 contains 41195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654336.000000 Penalty: 43162.746094
Iteration 262Q: 14 clusters Score -7.465434e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 225564 members 
Mstep: Class 4 contains 18570 members 
Mstep: Class 7 contains 180403 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112619 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22297 members 
Mstep: Class 19 contains 41194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654368.000000 Penalty: 43162.746094
Iteration 263Q: 14 clusters Score -7.465437e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 225613 members 
Mstep: Class 4 contains 18570 members 
Mstep: Class 7 contains 180376 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112594 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22299 members 
Mstep: Class 19 contains 41195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654344.000000 Penalty: 43162.746094
Iteration 264Q: 14 clusters Score -7.465434e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 225654 members 
Mstep: Class 4 contains 18568 members 
Mstep: Class 7 contains 180362 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112575 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22298 members 
Mstep: Class 19 contains 41194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654288.000000 Penalty: 43162.746094
Iteration 265Q: 14 clusters Score -7.465429e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 225690 members 
Mstep: Class 4 contains 18565 members 
Mstep: Class 7 contains 180354 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28648 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112558 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22297 members 
Mstep: Class 19 contains 41194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654328.000000 Penalty: 43162.746094
Iteration 266Q: 14 clusters Score -7.465433e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 225728 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180349 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28648 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112541 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22296 members 
Mstep: Class 19 contains 41191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654304.000000 Penalty: 43162.746094
Iteration 267Q: 14 clusters Score -7.46543e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 225768 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 7 contains 180340 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28648 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112514 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22297 members 
Mstep: Class 19 contains 41192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654344.000000 Penalty: 43162.746094
Iteration 268Q: 14 clusters Score -7.465434e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 225805 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180329 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112497 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22295 members 
Mstep: Class 19 contains 41189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654336.000000 Penalty: 43162.746094
Iteration 269Q: 14 clusters Score -7.465434e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 225846 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180321 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112468 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22295 members 
Mstep: Class 19 contains 41188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654408.000000 Penalty: 43162.746094
Iteration 270Q: 14 clusters Score -7.465441e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 225887 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180311 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112444 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22295 members 
Mstep: Class 19 contains 41184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654424.000000 Penalty: 43162.746094
Iteration 271Q: 14 clusters Score -7.465442e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 225930 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180301 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112419 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22293 members 
Mstep: Class 19 contains 41182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654384.000000 Penalty: 43162.746094
Iteration 272Q: 14 clusters Score -7.465438e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 225968 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180288 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112402 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22292 members 
Mstep: Class 19 contains 41176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654376.000000 Penalty: 43162.746094
Iteration 273Q: 14 clusters Score -7.465438e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 226012 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180267 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112387 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22295 members 
Mstep: Class 19 contains 41168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654376.000000 Penalty: 43162.746094
Iteration 274Q: 14 clusters Score -7.465438e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 226046 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180261 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112365 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22296 members 
Mstep: Class 19 contains 41165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654384.000000 Penalty: 43162.746094
Iteration 275Q: 14 clusters Score -7.465438e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 226050 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180274 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112349 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22297 members 
Mstep: Class 19 contains 41164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654352.000000 Penalty: 43162.746094
Iteration 276Q: 14 clusters Score -7.465435e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 226075 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180265 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112336 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22296 members 
Mstep: Class 19 contains 41161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654288.000000 Penalty: 43162.746094
Iteration 277Q: 14 clusters Score -7.465429e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 226081 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180283 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28646 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112324 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22296 members 
Mstep: Class 19 contains 41153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654288.000000 Penalty: 43162.746094
Iteration 278Q: 14 clusters Score -7.465429e+07 nChanged 76
Entering ConstructFrom: 
Score: -74654288.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 1 (14067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Entering Unmasked Estep 
Score: -1665326.250000 Penalty: 2368.793701
	Iteration 0F: 2 clusters Score -1665326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1655047.875000 Penalty: 4737.587402
	Iteration 0F: 3 clusters Score -1655048 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1658571.625000 Penalty: 4737.587402
	Iteration 1F: 3 clusters Score -1658572 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1659117.750000 Penalty: 4737.587402
	Iteration 2F: 3 clusters Score -1659118 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1659645.125000 Penalty: 4737.587402
	Iteration 3F: 3 clusters Score -1659645 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1660218.875000 Penalty: 4737.587402
	Iteration 4F: 3 clusters Score -1660219 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1660862.375000 Penalty: 4737.587402
	Iteration 5F: 3 clusters Score -1660862 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1661428.000000 Penalty: 4737.587402
	Iteration 6F: 3 clusters Score -1661428 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1661927.375000 Penalty: 4737.587402
	Iteration 7Q: 3 clusters Score -1661927 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1662257.375000 Penalty: 4737.587402
	Iteration 8Q: 3 clusters Score -1662257 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1662467.125000 Penalty: 4737.587402
	Iteration 9Q: 3 clusters Score -1662467 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1662606.375000 Penalty: 4737.587402
	Iteration 10Q: 3 clusters Score -1662606 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1662705.000000 Penalty: 4737.587402
	Iteration 11Q: 3 clusters Score -1662705 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1662784.625000 Penalty: 4737.587402
	Iteration 12Q: 3 clusters Score -1662785 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1662842.750000 Penalty: 4737.587402
	Iteration 13Q: 3 clusters Score -1662843 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1662893.375000 Penalty: 4737.587402
	Iteration 14Q: 3 clusters Score -1662893 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1662936.250000 Penalty: 4737.587402
	Iteration 15Q: 3 clusters Score -1662936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1662973.750000 Penalty: 4737.587402
	Iteration 16Q: 3 clusters Score -1662974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1662996.000000 Penalty: 4737.587402
	Iteration 17Q: 3 clusters Score -1662996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1663011.375000 Penalty: 4737.587402
	Iteration 18Q: 3 clusters Score -1663011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1663035.875000 Penalty: 4737.587402
	Iteration 19Q: 3 clusters Score -1663036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1663051.250000 Penalty: 4737.587402
	Iteration 20F: 3 clusters Score -1663051 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1663070.125000 Penalty: 4737.587402
	Iteration 21Q: 3 clusters Score -1663070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1663087.875000 Penalty: 4737.587402
	Iteration 22Q: 3 clusters Score -1663088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1663107.375000 Penalty: 4737.587402
	Iteration 23Q: 3 clusters Score -1663107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1663124.250000 Penalty: 4737.587402
	Iteration 24Q: 3 clusters Score -1663124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1663138.500000 Penalty: 4737.587402
	Iteration 25Q: 3 clusters Score -1663138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1663142.750000 Penalty: 4737.587402
	Iteration 26Q: 3 clusters Score -1663143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1663152.625000 Penalty: 4737.587402
	Iteration 27Q: 3 clusters Score -1663153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1663165.125000 Penalty: 4737.587402
	Iteration 28Q: 3 clusters Score -1663165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1663182.375000 Penalty: 4737.587402
	Iteration 29Q: 3 clusters Score -1663182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1663195.625000 Penalty: 4737.587402
	Iteration 30Q: 3 clusters Score -1663196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1663212.375000 Penalty: 4737.587402
	Iteration 31Q: 3 clusters Score -1663212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1663223.500000 Penalty: 4737.587402
	Iteration 32Q: 3 clusters Score -1663224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1663235.125000 Penalty: 4737.587402
	Iteration 33Q: 3 clusters Score -1663235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1663239.250000 Penalty: 4737.587402
	Iteration 34Q: 3 clusters Score -1663239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1663246.500000 Penalty: 4737.587402
	Iteration 35Q: 3 clusters Score -1663246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1663257.125000 Penalty: 4737.587402
	Iteration 36Q: 3 clusters Score -1663257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1663262.250000 Penalty: 4737.587402
	Iteration 37Q: 3 clusters Score -1663262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1663269.625000 Penalty: 4737.587402
	Iteration 38Q: 3 clusters Score -1663270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1663269.750000 Penalty: 4737.587402
	Iteration 39Q: 3 clusters Score -1663270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1663274.125000 Penalty: 4737.587402
	Iteration 40F: 3 clusters Score -1663274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1663276.625000 Penalty: 4737.587402
	Iteration 41Q: 3 clusters Score -1663277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1663279.500000 Penalty: 4737.587402
	Iteration 42Q: 3 clusters Score -1663280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1663283.250000 Penalty: 4737.587402
	Iteration 43Q: 3 clusters Score -1663283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1663285.125000 Penalty: 4737.587402
	Iteration 44Q: 3 clusters Score -1663285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1663287.250000 Penalty: 4737.587402
	Iteration 45Q: 3 clusters Score -1663287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1663286.375000 Penalty: 4737.587402
	Iteration 46Q: 3 clusters Score -1663286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1663288.125000 Penalty: 4737.587402
	Iteration 47Q: 3 clusters Score -1663288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1663288.125000 Penalty: 4737.587402
	Iteration 48F: 3 clusters Score -1663288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Entering Unmasked Estep 
Score: -435021.250000 Penalty: 2041.513184
	Iteration 0F: 2 clusters Score -435021.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -431292.875000 Penalty: 4083.026367
	Iteration 0F: 3 clusters Score -431292.9 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -432106.593750 Penalty: 4083.026367
	Iteration 1F: 3 clusters Score -432106.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -432311.875000 Penalty: 4083.026367
	Iteration 2F: 3 clusters Score -432311.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -432435.781250 Penalty: 4083.026367
	Iteration 3Q: 3 clusters Score -432435.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -432525.593750 Penalty: 4083.026367
	Iteration 4Q: 3 clusters Score -432525.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -432601.437500 Penalty: 4083.026367
	Iteration 5Q: 3 clusters Score -432601.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -432661.125000 Penalty: 4083.026367
	Iteration 6Q: 3 clusters Score -432661.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -432728.250000 Penalty: 4083.026367
	Iteration 7Q: 3 clusters Score -432728.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -432809.781250 Penalty: 4083.026367
	Iteration 8Q: 3 clusters Score -432809.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -432876.343750 Penalty: 4083.026367
	Iteration 9Q: 3 clusters Score -432876.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -432931.312500 Penalty: 4083.026367
	Iteration 10Q: 3 clusters Score -432931.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -432983.562500 Penalty: 4083.026367
	Iteration 11Q: 3 clusters Score -432983.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -433024.250000 Penalty: 4083.026367
	Iteration 12Q: 3 clusters Score -433024.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -433055.781250 Penalty: 4083.026367
	Iteration 13Q: 3 clusters Score -433055.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -433082.625000 Penalty: 4083.026367
	Iteration 14Q: 3 clusters Score -433082.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -433113.625000 Penalty: 4083.026367
	Iteration 15Q: 3 clusters Score -433113.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -433139.687500 Penalty: 4083.026367
	Iteration 16Q: 3 clusters Score -433139.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -433156.656250 Penalty: 4083.026367
	Iteration 17Q: 3 clusters Score -433156.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -433171.500000 Penalty: 4083.026367
	Iteration 18Q: 3 clusters Score -433171.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -433189.375000 Penalty: 4083.026367
	Iteration 19Q: 3 clusters Score -433189.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -433203.687500 Penalty: 4083.026367
	Iteration 20F: 3 clusters Score -433203.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -433216.562500 Penalty: 4083.026367
	Iteration 21Q: 3 clusters Score -433216.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -433232.500000 Penalty: 4083.026367
	Iteration 22Q: 3 clusters Score -433232.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -433242.125000 Penalty: 4083.026367
	Iteration 23Q: 3 clusters Score -433242.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -433252.781250 Penalty: 4083.026367
	Iteration 24Q: 3 clusters Score -433252.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -433263.437500 Penalty: 4083.026367
	Iteration 25Q: 3 clusters Score -433263.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -433273.687500 Penalty: 4083.026367
	Iteration 26Q: 3 clusters Score -433273.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -433283.906250 Penalty: 4083.026367
	Iteration 27Q: 3 clusters Score -433283.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -433296.343750 Penalty: 4083.026367
	Iteration 28Q: 3 clusters Score -433296.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -433300.156250 Penalty: 4083.026367
	Iteration 29Q: 3 clusters Score -433300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -433308.468750 Penalty: 4083.026367
	Iteration 30Q: 3 clusters Score -433308.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -433312.125000 Penalty: 4083.026367
	Iteration 31Q: 3 clusters Score -433312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -433313.750000 Penalty: 4083.026367
	Iteration 32Q: 3 clusters Score -433313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -433316.500000 Penalty: 4083.026367
	Iteration 33Q: 3 clusters Score -433316.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -433318.843750 Penalty: 4083.026367
	Iteration 34Q: 3 clusters Score -433318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -433319.687500 Penalty: 4083.026367
	Iteration 35Q: 3 clusters Score -433319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -433319.687500 Penalty: 4083.026367
	Iteration 36F: 3 clusters Score -433319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (226088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226088 members 
Entering Unmasked Estep 
Score: -26247548.000000 Penalty: 3057.512695
	Iteration 0F: 2 clusters Score -2.624755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112879 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -26100554.000000 Penalty: 6115.025391
	Iteration 0F: 3 clusters Score -2.610055e+07 nChanged 108859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110438 members 
Mstep: Class 2 contains 115650 members 
Entering Unmasked Estep 
Score: -26164322.000000 Penalty: 6115.025391
	Iteration 1F: 3 clusters Score -2.616432e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108955 members 
Mstep: Class 2 contains 117133 members 
Entering Unmasked Estep 
Score: -26165290.000000 Penalty: 6115.025391
	Iteration 2Q: 3 clusters Score -2.616529e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106705 members 
Mstep: Class 2 contains 119383 members 
Entering Unmasked Estep 
Score: -26166398.000000 Penalty: 6115.025391
	Iteration 3Q: 3 clusters Score -2.61664e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 122868 members 
Entering Unmasked Estep 
Score: -26167598.000000 Penalty: 6115.025391
	Iteration 4Q: 3 clusters Score -2.61676e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 128143 members 
Entering Unmasked Estep 
Score: -26169974.000000 Penalty: 6115.025391
	Iteration 5Q: 3 clusters Score -2.616997e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 135976 members 
Entering Unmasked Estep 
Score: -26173412.000000 Penalty: 6115.025391
	Iteration 6Q: 3 clusters Score -2.617341e+07 nChanged 11862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78846 members 
Mstep: Class 2 contains 147242 members 
Entering Unmasked Estep 
Score: -26180080.000000 Penalty: 6115.025391
	Iteration 7F: 3 clusters Score -2.618008e+07 nChanged 15519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 162511 members 
Entering Unmasked Estep 
Score: -26190682.000000 Penalty: 6115.025391
	Iteration 8F: 3 clusters Score -2.619068e+07 nChanged 18014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 180419 members 
Entering Unmasked Estep 
Score: -26204620.000000 Penalty: 6115.025391
	Iteration 9F: 3 clusters Score -2.620462e+07 nChanged 17158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 197561 members 
Entering Unmasked Estep 
Score: -26219030.000000 Penalty: 6115.025391
	Iteration 10F: 3 clusters Score -2.621903e+07 nChanged 13281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 210836 members 
Entering Unmasked Estep 
Score: -26230946.000000 Penalty: 6115.025391
	Iteration 11F: 3 clusters Score -2.623095e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 218906 members 
Entering Unmasked Estep 
Score: -26238224.000000 Penalty: 6115.025391
	Iteration 12Q: 3 clusters Score -2.623822e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 222862 members 
Entering Unmasked Estep 
Score: -26241778.000000 Penalty: 6115.025391
	Iteration 13Q: 3 clusters Score -2.624178e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 224581 members 
Entering Unmasked Estep 
Score: -26243402.000000 Penalty: 6115.025391
	Iteration 14Q: 3 clusters Score -2.62434e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 225241 members 
Entering Unmasked Estep 
Score: -26244128.000000 Penalty: 6115.025391
	Iteration 15Q: 3 clusters Score -2.624413e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 225499 members 
Entering Unmasked Estep 
Score: -26244464.000000 Penalty: 6115.025391
	Iteration 16Q: 3 clusters Score -2.624446e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 225591 members 
Entering Unmasked Estep 
Score: -26244550.000000 Penalty: 6115.025391
	Iteration 17Q: 3 clusters Score -2.624455e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 225635 members 
Entering Unmasked Estep 
Score: -26244618.000000 Penalty: 6115.025391
	Iteration 18Q: 3 clusters Score -2.624462e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 225669 members 
Entering Unmasked Estep 
Score: -26244696.000000 Penalty: 6115.025391
	Iteration 19Q: 3 clusters Score -2.62447e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 225687 members 
Entering Unmasked Estep 
Score: -26244696.000000 Penalty: 6115.025391
	Iteration 20F: 3 clusters Score -2.62447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 225695 members 
Entering Unmasked Estep 
Score: -26244742.000000 Penalty: 6115.025391
	Iteration 21Q: 3 clusters Score -2.624474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 225704 members 
Entering Unmasked Estep 
Score: -26244768.000000 Penalty: 6115.025391
	Iteration 22Q: 3 clusters Score -2.624477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 225714 members 
Entering Unmasked Estep 
Score: -26244786.000000 Penalty: 6115.025391
	Iteration 23Q: 3 clusters Score -2.624479e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 225721 members 
Entering Unmasked Estep 
Score: -26244806.000000 Penalty: 6115.025391
	Iteration 24Q: 3 clusters Score -2.624481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 225727 members 
Entering Unmasked Estep 
Score: -26244808.000000 Penalty: 6115.025391
	Iteration 25Q: 3 clusters Score -2.624481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 225731 members 
Entering Unmasked Estep 
Score: -26244830.000000 Penalty: 6115.025391
	Iteration 26Q: 3 clusters Score -2.624483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 225738 members 
Entering Unmasked Estep 
Score: -26244850.000000 Penalty: 6115.025391
	Iteration 27Q: 3 clusters Score -2.624485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 225740 members 
Entering Unmasked Estep 
Score: -26244852.000000 Penalty: 6115.025391
	Iteration 28Q: 3 clusters Score -2.624485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 225739 members 
Entering Unmasked Estep 
Score: -26244866.000000 Penalty: 6115.025391
	Iteration 29Q: 3 clusters Score -2.624487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 225739 members 
Entering Unmasked Estep 
Score: -26244872.000000 Penalty: 6115.025391
	Iteration 30Q: 3 clusters Score -2.624487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 225738 members 
Entering Unmasked Estep 
Score: -26244870.000000 Penalty: 6115.025391
	Iteration 31Q: 3 clusters Score -2.624487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 225742 members 
Entering Unmasked Estep 
Score: -26244876.000000 Penalty: 6115.025391
	Iteration 32Q: 3 clusters Score -2.624488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 225744 members 
Entering Unmasked Estep 
Score: -26244880.000000 Penalty: 6115.025391
	Iteration 33Q: 3 clusters Score -2.624488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 225745 members 
Entering Unmasked Estep 
Score: -26244876.000000 Penalty: 6115.025391
	Iteration 34Q: 3 clusters Score -2.624488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 225744 members 
Entering Unmasked Estep 
Score: -26244872.000000 Penalty: 6115.025391
	Iteration 35Q: 3 clusters Score -2.624487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 225745 members 
Entering Unmasked Estep 
Score: -26244880.000000 Penalty: 6115.025391
	Iteration 36Q: 3 clusters Score -2.624488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 225748 members 
Entering Unmasked Estep 
Score: -26244872.000000 Penalty: 6115.025391
	Iteration 37Q: 3 clusters Score -2.624487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 225751 members 
Entering Unmasked Estep 
Score: -26244882.000000 Penalty: 6115.025391
	Iteration 38Q: 3 clusters Score -2.624488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 225754 members 
Entering Unmasked Estep 
Score: -26244882.000000 Penalty: 6115.025391
	Iteration 39Q: 3 clusters Score -2.624488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 225757 members 
Entering Unmasked Estep 
Score: -26244896.000000 Penalty: 6115.025391
	Iteration 40F: 3 clusters Score -2.62449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 225759 members 
Entering Unmasked Estep 
Score: -26244912.000000 Penalty: 6115.025391
	Iteration 41Q: 3 clusters Score -2.624491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 225757 members 
Entering Unmasked Estep 
Score: -26244902.000000 Penalty: 6115.025391
	Iteration 42Q: 3 clusters Score -2.62449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 225758 members 
Entering Unmasked Estep 
Score: -26244908.000000 Penalty: 6115.025391
	Iteration 43Q: 3 clusters Score -2.624491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 225759 members 
Entering Unmasked Estep 
Score: -26244902.000000 Penalty: 6115.025391
	Iteration 44Q: 3 clusters Score -2.62449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 225759 members 
Entering Unmasked Estep 
Score: -26244902.000000 Penalty: 6115.025391
	Iteration 45F: 3 clusters Score -2.62449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Entering Unmasked Estep 
Score: -2173133.500000 Penalty: 2437.533447
	Iteration 0F: 2 clusters Score -2173134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2159972.000000 Penalty: 4875.066895
	Iteration 0F: 3 clusters Score -2159972 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2164310.750000 Penalty: 4875.066895
	Iteration 1F: 3 clusters Score -2164311 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2164788.500000 Penalty: 4875.066895
	Iteration 2F: 3 clusters Score -2164788 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2165445.500000 Penalty: 4875.066895
	Iteration 3F: 3 clusters Score -2165446 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2166312.000000 Penalty: 4875.066895
	Iteration 4F: 3 clusters Score -2166312 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2167307.250000 Penalty: 4875.066895
	Iteration 5F: 3 clusters Score -2167307 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2168299.500000 Penalty: 4875.066895
	Iteration 6F: 3 clusters Score -2168300 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2169218.000000 Penalty: 4875.066895
	Iteration 7F: 3 clusters Score -2169218 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2169943.000000 Penalty: 4875.066895
	Iteration 8F: 3 clusters Score -2169943 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2170421.250000 Penalty: 4875.066895
	Iteration 9Q: 3 clusters Score -2170421 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2170701.000000 Penalty: 4875.066895
	Iteration 10Q: 3 clusters Score -2170701 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2170855.250000 Penalty: 4875.066895
	Iteration 11Q: 3 clusters Score -2170855 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2170961.750000 Penalty: 4875.066895
	Iteration 12Q: 3 clusters Score -2170962 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2171036.500000 Penalty: 4875.066895
	Iteration 13Q: 3 clusters Score -2171036 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2171092.500000 Penalty: 4875.066895
	Iteration 14Q: 3 clusters Score -2171092 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2171149.250000 Penalty: 4875.066895
	Iteration 15Q: 3 clusters Score -2171149 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2171204.500000 Penalty: 4875.066895
	Iteration 16Q: 3 clusters Score -2171204 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2171255.500000 Penalty: 4875.066895
	Iteration 17Q: 3 clusters Score -2171256 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2171300.750000 Penalty: 4875.066895
	Iteration 18Q: 3 clusters Score -2171301 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2171325.250000 Penalty: 4875.066895
	Iteration 19Q: 3 clusters Score -2171325 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2171347.250000 Penalty: 4875.066895
	Iteration 20F: 3 clusters Score -2171347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2171366.750000 Penalty: 4875.066895
	Iteration 21Q: 3 clusters Score -2171367 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2171389.000000 Penalty: 4875.066895
	Iteration 22Q: 3 clusters Score -2171389 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2171403.750000 Penalty: 4875.066895
	Iteration 23Q: 3 clusters Score -2171404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2171424.250000 Penalty: 4875.066895
	Iteration 24Q: 3 clusters Score -2171424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2171432.250000 Penalty: 4875.066895
	Iteration 25Q: 3 clusters Score -2171432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2171444.500000 Penalty: 4875.066895
	Iteration 26Q: 3 clusters Score -2171444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2171463.250000 Penalty: 4875.066895
	Iteration 27Q: 3 clusters Score -2171463 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2171476.500000 Penalty: 4875.066895
	Iteration 28Q: 3 clusters Score -2171476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2171486.250000 Penalty: 4875.066895
	Iteration 29Q: 3 clusters Score -2171486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2171503.250000 Penalty: 4875.066895
	Iteration 30Q: 3 clusters Score -2171503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2171514.000000 Penalty: 4875.066895
	Iteration 31Q: 3 clusters Score -2171514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2171521.500000 Penalty: 4875.066895
	Iteration 32Q: 3 clusters Score -2171522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2171537.500000 Penalty: 4875.066895
	Iteration 33Q: 3 clusters Score -2171538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2171544.000000 Penalty: 4875.066895
	Iteration 34Q: 3 clusters Score -2171544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2171546.000000 Penalty: 4875.066895
	Iteration 35Q: 3 clusters Score -2171546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2171551.750000 Penalty: 4875.066895
	Iteration 36Q: 3 clusters Score -2171552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2171562.250000 Penalty: 4875.066895
	Iteration 37Q: 3 clusters Score -2171562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2171563.750000 Penalty: 4875.066895
	Iteration 38Q: 3 clusters Score -2171564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2171564.250000 Penalty: 4875.066895
	Iteration 39Q: 3 clusters Score -2171564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2171571.500000 Penalty: 4875.066895
	Iteration 40F: 3 clusters Score -2171572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2171575.750000 Penalty: 4875.066895
	Iteration 41Q: 3 clusters Score -2171576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2171582.750000 Penalty: 4875.066895
	Iteration 42Q: 3 clusters Score -2171583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2171587.000000 Penalty: 4875.066895
	Iteration 43Q: 3 clusters Score -2171587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2171592.000000 Penalty: 4875.066895
	Iteration 44Q: 3 clusters Score -2171592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2171594.000000 Penalty: 4875.066895
	Iteration 45Q: 3 clusters Score -2171594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2171598.750000 Penalty: 4875.066895
	Iteration 46Q: 3 clusters Score -2171599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2171597.750000 Penalty: 4875.066895
	Iteration 47Q: 3 clusters Score -2171598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2171592.250000 Penalty: 4875.066895
	Iteration 48Q: 3 clusters Score -2171592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2171596.500000 Penalty: 4875.066895
	Iteration 49Q: 3 clusters Score -2171596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2171597.250000 Penalty: 4875.066895
	Iteration 50Q: 3 clusters Score -2171597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2171598.500000 Penalty: 4875.066895
	Iteration 51Q: 3 clusters Score -2171598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2171601.250000 Penalty: 4875.066895
	Iteration 52Q: 3 clusters Score -2171601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2171604.000000 Penalty: 4875.066895
	Iteration 53Q: 3 clusters Score -2171604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2171609.000000 Penalty: 4875.066895
	Iteration 54Q: 3 clusters Score -2171609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2171607.250000 Penalty: 4875.066895
	Iteration 55Q: 3 clusters Score -2171607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2171608.500000 Penalty: 4875.066895
	Iteration 56Q: 3 clusters Score -2171608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2171609.500000 Penalty: 4875.066895
	Iteration 57Q: 3 clusters Score -2171610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2171605.250000 Penalty: 4875.066895
	Iteration 58Q: 3 clusters Score -2171605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2171605.250000 Penalty: 4875.066895
	Iteration 59Q: 3 clusters Score -2171605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2171607.000000 Penalty: 4875.066895
	Iteration 60F: 3 clusters Score -2171607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2171611.000000 Penalty: 4875.066895
	Iteration 61Q: 3 clusters Score -2171611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2171615.000000 Penalty: 4875.066895
	Iteration 62Q: 3 clusters Score -2171615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2171611.000000 Penalty: 4875.066895
	Iteration 63Q: 3 clusters Score -2171611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2171614.500000 Penalty: 4875.066895
	Iteration 64Q: 3 clusters Score -2171614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2171611.250000 Penalty: 4875.066895
	Iteration 65Q: 3 clusters Score -2171611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2171615.250000 Penalty: 4875.066895
	Iteration 66Q: 3 clusters Score -2171615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2171616.250000 Penalty: 4875.066895
	Iteration 67Q: 3 clusters Score -2171616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2171619.500000 Penalty: 4875.066895
	Iteration 68Q: 3 clusters Score -2171620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2171621.500000 Penalty: 4875.066895
	Iteration 69Q: 3 clusters Score -2171622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2171623.500000 Penalty: 4875.066895
	Iteration 70Q: 3 clusters Score -2171624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2171626.500000 Penalty: 4875.066895
	Iteration 71Q: 3 clusters Score -2171626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2171629.500000 Penalty: 4875.066895
	Iteration 72Q: 3 clusters Score -2171630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2171630.250000 Penalty: 4875.066895
	Iteration 73Q: 3 clusters Score -2171630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2171633.000000 Penalty: 4875.066895
	Iteration 74Q: 3 clusters Score -2171633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2171631.750000 Penalty: 4875.066895
	Iteration 75Q: 3 clusters Score -2171632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2171632.250000 Penalty: 4875.066895
	Iteration 76Q: 3 clusters Score -2171632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2171632.000000 Penalty: 4875.066895
	Iteration 77Q: 3 clusters Score -2171632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2171636.250000 Penalty: 4875.066895
	Iteration 78Q: 3 clusters Score -2171636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2171640.500000 Penalty: 4875.066895
	Iteration 79Q: 3 clusters Score -2171640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2171640.500000 Penalty: 4875.066895
	Iteration 80F: 3 clusters Score -2171640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180292 members 
Entering Unmasked Estep 
Score: -20915814.000000 Penalty: 3001.378662
	Iteration 0F: 2 clusters Score -2.091581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -20797954.000000 Penalty: 6002.757324
	Iteration 0F: 3 clusters Score -2.079795e+07 nChanged 86641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87110 members 
Mstep: Class 2 contains 93182 members 
Entering Unmasked Estep 
Score: -20849412.000000 Penalty: 6002.757324
	Iteration 1F: 3 clusters Score -2.084941e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -20851404.000000 Penalty: 6002.757324
	Iteration 2Q: 3 clusters Score -2.08514e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -20854194.000000 Penalty: 6002.757324
	Iteration 3Q: 3 clusters Score -2.085419e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 101138 members 
Entering Unmasked Estep 
Score: -20858702.000000 Penalty: 6002.757324
	Iteration 4Q: 3 clusters Score -2.08587e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 106210 members 
Entering Unmasked Estep 
Score: -20865570.000000 Penalty: 6002.757324
	Iteration 5F: 3 clusters Score -2.086557e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 112388 members 
Entering Unmasked Estep 
Score: -20874538.000000 Penalty: 6002.757324
	Iteration 6F: 3 clusters Score -2.087454e+07 nChanged 11993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 118441 members 
Entering Unmasked Estep 
Score: -20883496.000000 Penalty: 6002.757324
	Iteration 7F: 3 clusters Score -2.08835e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 123258 members 
Entering Unmasked Estep 
Score: -20890194.000000 Penalty: 6002.757324
	Iteration 8F: 3 clusters Score -2.089019e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 126999 members 
Entering Unmasked Estep 
Score: -20894152.000000 Penalty: 6002.757324
	Iteration 9Q: 3 clusters Score -2.089415e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 130143 members 
Entering Unmasked Estep 
Score: -20896292.000000 Penalty: 6002.757324
	Iteration 10Q: 3 clusters Score -2.089629e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 133207 members 
Entering Unmasked Estep 
Score: -20897676.000000 Penalty: 6002.757324
	Iteration 11Q: 3 clusters Score -2.089768e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 136198 members 
Entering Unmasked Estep 
Score: -20898848.000000 Penalty: 6002.757324
	Iteration 12Q: 3 clusters Score -2.089885e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 139202 members 
Entering Unmasked Estep 
Score: -20900032.000000 Penalty: 6002.757324
	Iteration 13Q: 3 clusters Score -2.090003e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 142352 members 
Entering Unmasked Estep 
Score: -20901140.000000 Penalty: 6002.757324
	Iteration 14Q: 3 clusters Score -2.090114e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 145545 members 
Entering Unmasked Estep 
Score: -20902528.000000 Penalty: 6002.757324
	Iteration 15Q: 3 clusters Score -2.090253e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 148772 members 
Entering Unmasked Estep 
Score: -20903930.000000 Penalty: 6002.757324
	Iteration 16Q: 3 clusters Score -2.090393e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 151956 members 
Entering Unmasked Estep 
Score: -20905216.000000 Penalty: 6002.757324
	Iteration 17Q: 3 clusters Score -2.090522e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 155093 members 
Entering Unmasked Estep 
Score: -20906618.000000 Penalty: 6002.757324
	Iteration 18Q: 3 clusters Score -2.090662e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 158069 members 
Entering Unmasked Estep 
Score: -20908060.000000 Penalty: 6002.757324
	Iteration 19Q: 3 clusters Score -2.090806e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 160811 members 
Entering Unmasked Estep 
Score: -20909296.000000 Penalty: 6002.757324
	Iteration 20F: 3 clusters Score -2.09093e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 163253 members 
Entering Unmasked Estep 
Score: -20910560.000000 Penalty: 6002.757324
	Iteration 21Q: 3 clusters Score -2.091056e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 165338 members 
Entering Unmasked Estep 
Score: -20911736.000000 Penalty: 6002.757324
	Iteration 22Q: 3 clusters Score -2.091174e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 166994 members 
Entering Unmasked Estep 
Score: -20912576.000000 Penalty: 6002.757324
	Iteration 23Q: 3 clusters Score -2.091258e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 168387 members 
Entering Unmasked Estep 
Score: -20913118.000000 Penalty: 6002.757324
	Iteration 24Q: 3 clusters Score -2.091312e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 169619 members 
Entering Unmasked Estep 
Score: -20913498.000000 Penalty: 6002.757324
	Iteration 25Q: 3 clusters Score -2.09135e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 170638 members 
Entering Unmasked Estep 
Score: -20914014.000000 Penalty: 6002.757324
	Iteration 26Q: 3 clusters Score -2.091401e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 171454 members 
Entering Unmasked Estep 
Score: -20914286.000000 Penalty: 6002.757324
	Iteration 27Q: 3 clusters Score -2.091429e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 172163 members 
Entering Unmasked Estep 
Score: -20914482.000000 Penalty: 6002.757324
	Iteration 28Q: 3 clusters Score -2.091448e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 172757 members 
Entering Unmasked Estep 
Score: -20914594.000000 Penalty: 6002.757324
	Iteration 29Q: 3 clusters Score -2.091459e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 173265 members 
Entering Unmasked Estep 
Score: -20914686.000000 Penalty: 6002.757324
	Iteration 30Q: 3 clusters Score -2.091469e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 173692 members 
Entering Unmasked Estep 
Score: -20914768.000000 Penalty: 6002.757324
	Iteration 31Q: 3 clusters Score -2.091477e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 174072 members 
Entering Unmasked Estep 
Score: -20914786.000000 Penalty: 6002.757324
	Iteration 32Q: 3 clusters Score -2.091479e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 174391 members 
Entering Unmasked Estep 
Score: -20914868.000000 Penalty: 6002.757324
	Iteration 33Q: 3 clusters Score -2.091487e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 174693 members 
Entering Unmasked Estep 
Score: -20914992.000000 Penalty: 6002.757324
	Iteration 34Q: 3 clusters Score -2.091499e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 174972 members 
Entering Unmasked Estep 
Score: -20914986.000000 Penalty: 6002.757324
	Iteration 35Q: 3 clusters Score -2.091499e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 175195 members 
Entering Unmasked Estep 
Score: -20915060.000000 Penalty: 6002.757324
	Iteration 36Q: 3 clusters Score -2.091506e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 175388 members 
Entering Unmasked Estep 
Score: -20915108.000000 Penalty: 6002.757324
	Iteration 37Q: 3 clusters Score -2.091511e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 175535 members 
Entering Unmasked Estep 
Score: -20915118.000000 Penalty: 6002.757324
	Iteration 38Q: 3 clusters Score -2.091512e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 175665 members 
Entering Unmasked Estep 
Score: -20915114.000000 Penalty: 6002.757324
	Iteration 39Q: 3 clusters Score -2.091511e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 175794 members 
Entering Unmasked Estep 
Score: -20915138.000000 Penalty: 6002.757324
	Iteration 40F: 3 clusters Score -2.091514e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 175904 members 
Entering Unmasked Estep 
Score: -20915140.000000 Penalty: 6002.757324
	Iteration 41Q: 3 clusters Score -2.091514e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 175991 members 
Entering Unmasked Estep 
Score: -20915146.000000 Penalty: 6002.757324
	Iteration 42Q: 3 clusters Score -2.091515e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 176061 members 
Entering Unmasked Estep 
Score: -20915136.000000 Penalty: 6002.757324
	Iteration 43Q: 3 clusters Score -2.091514e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 176128 members 
Entering Unmasked Estep 
Score: -20915126.000000 Penalty: 6002.757324
	Iteration 44Q: 3 clusters Score -2.091513e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 176193 members 
Entering Unmasked Estep 
Score: -20915144.000000 Penalty: 6002.757324
	Iteration 45Q: 3 clusters Score -2.091514e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 176256 members 
Entering Unmasked Estep 
Score: -20915152.000000 Penalty: 6002.757324
	Iteration 46Q: 3 clusters Score -2.091515e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 176320 members 
Entering Unmasked Estep 
Score: -20915148.000000 Penalty: 6002.757324
	Iteration 47Q: 3 clusters Score -2.091515e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 176373 members 
Entering Unmasked Estep 
Score: -20915220.000000 Penalty: 6002.757324
	Iteration 48Q: 3 clusters Score -2.091522e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 176417 members 
Entering Unmasked Estep 
Score: -20915200.000000 Penalty: 6002.757324
	Iteration 49Q: 3 clusters Score -2.09152e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 176466 members 
Entering Unmasked Estep 
Score: -20915188.000000 Penalty: 6002.757324
	Iteration 50Q: 3 clusters Score -2.091519e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 176509 members 
Entering Unmasked Estep 
Score: -20915178.000000 Penalty: 6002.757324
	Iteration 51Q: 3 clusters Score -2.091518e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 176548 members 
Entering Unmasked Estep 
Score: -20915186.000000 Penalty: 6002.757324
	Iteration 52Q: 3 clusters Score -2.091519e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 176586 members 
Entering Unmasked Estep 
Score: -20915194.000000 Penalty: 6002.757324
	Iteration 53Q: 3 clusters Score -2.091519e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 176619 members 
Entering Unmasked Estep 
Score: -20915176.000000 Penalty: 6002.757324
	Iteration 54Q: 3 clusters Score -2.091518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 176642 members 
Entering Unmasked Estep 
Score: -20915148.000000 Penalty: 6002.757324
	Iteration 55Q: 3 clusters Score -2.091515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 176662 members 
Entering Unmasked Estep 
Score: -20915154.000000 Penalty: 6002.757324
	Iteration 56Q: 3 clusters Score -2.091515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 176683 members 
Entering Unmasked Estep 
Score: -20915124.000000 Penalty: 6002.757324
	Iteration 57Q: 3 clusters Score -2.091512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 176693 members 
Entering Unmasked Estep 
Score: -20915148.000000 Penalty: 6002.757324
	Iteration 58Q: 3 clusters Score -2.091515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 176706 members 
Entering Unmasked Estep 
Score: -20915160.000000 Penalty: 6002.757324
	Iteration 59Q: 3 clusters Score -2.091516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 176716 members 
Entering Unmasked Estep 
Score: -20915148.000000 Penalty: 6002.757324
	Iteration 60F: 3 clusters Score -2.091515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 176725 members 
Entering Unmasked Estep 
Score: -20915158.000000 Penalty: 6002.757324
	Iteration 61Q: 3 clusters Score -2.091516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 176734 members 
Entering Unmasked Estep 
Score: -20915168.000000 Penalty: 6002.757324
	Iteration 62Q: 3 clusters Score -2.091517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 176749 members 
Entering Unmasked Estep 
Score: -20915176.000000 Penalty: 6002.757324
	Iteration 63Q: 3 clusters Score -2.091518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 176764 members 
Entering Unmasked Estep 
Score: -20915176.000000 Penalty: 6002.757324
	Iteration 64Q: 3 clusters Score -2.091518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 176779 members 
Entering Unmasked Estep 
Score: -20915146.000000 Penalty: 6002.757324
	Iteration 65Q: 3 clusters Score -2.091515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 176787 members 
Entering Unmasked Estep 
Score: -20915150.000000 Penalty: 6002.757324
	Iteration 66Q: 3 clusters Score -2.091515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 176794 members 
Entering Unmasked Estep 
Score: -20915152.000000 Penalty: 6002.757324
	Iteration 67Q: 3 clusters Score -2.091515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 176798 members 
Entering Unmasked Estep 
Score: -20915156.000000 Penalty: 6002.757324
	Iteration 68Q: 3 clusters Score -2.091516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 176804 members 
Entering Unmasked Estep 
Score: -20915156.000000 Penalty: 6002.757324
	Iteration 69Q: 3 clusters Score -2.091516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 176807 members 
Entering Unmasked Estep 
Score: -20915160.000000 Penalty: 6002.757324
	Iteration 70Q: 3 clusters Score -2.091516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 176812 members 
Entering Unmasked Estep 
Score: -20915168.000000 Penalty: 6002.757324
	Iteration 71Q: 3 clusters Score -2.091517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 176817 members 
Entering Unmasked Estep 
Score: -20915164.000000 Penalty: 6002.757324
	Iteration 72Q: 3 clusters Score -2.091516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 176825 members 
Entering Unmasked Estep 
Score: -20915164.000000 Penalty: 6002.757324
	Iteration 73Q: 3 clusters Score -2.091516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 176831 members 
Entering Unmasked Estep 
Score: -20915144.000000 Penalty: 6002.757324
	Iteration 74Q: 3 clusters Score -2.091514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 176843 members 
Entering Unmasked Estep 
Score: -20915142.000000 Penalty: 6002.757324
	Iteration 75Q: 3 clusters Score -2.091514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 176857 members 
Entering Unmasked Estep 
Score: -20915126.000000 Penalty: 6002.757324
	Iteration 76Q: 3 clusters Score -2.091513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 176870 members 
Entering Unmasked Estep 
Score: -20915140.000000 Penalty: 6002.757324
	Iteration 77Q: 3 clusters Score -2.091514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 176879 members 
Entering Unmasked Estep 
Score: -20915144.000000 Penalty: 6002.757324
	Iteration 78Q: 3 clusters Score -2.091514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 176888 members 
Entering Unmasked Estep 
Score: -20915144.000000 Penalty: 6002.757324
	Iteration 79Q: 3 clusters Score -2.091514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 176891 members 
Entering Unmasked Estep 
Score: -20915158.000000 Penalty: 6002.757324
	Iteration 80F: 3 clusters Score -2.091516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 176892 members 
Entering Unmasked Estep 
Score: -20915154.000000 Penalty: 6002.757324
	Iteration 81Q: 3 clusters Score -2.091515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 176894 members 
Entering Unmasked Estep 
Score: -20915140.000000 Penalty: 6002.757324
	Iteration 82Q: 3 clusters Score -2.091514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 176895 members 
Entering Unmasked Estep 
Score: -20915140.000000 Penalty: 6002.757324
	Iteration 83Q: 3 clusters Score -2.091514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 176896 members 
Entering Unmasked Estep 
Score: -20915144.000000 Penalty: 6002.757324
	Iteration 84Q: 3 clusters Score -2.091514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 176896 members 
Entering Unmasked Estep 
Score: -20915144.000000 Penalty: 6002.757324
	Iteration 85F: 3 clusters Score -2.091514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -286497.312500 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -286497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -283494.125000 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -283494.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -284063.625000 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -284063.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -284252.062500 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -284252.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -284383.562500 Penalty: 3895.195312
	Iteration 3F: 3 clusters Score -284383.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -284466.656250 Penalty: 3895.195312
	Iteration 4Q: 3 clusters Score -284466.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -284518.875000 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -284518.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -284571.031250 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -284571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -284621.125000 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -284621.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -284657.062500 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -284657.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -284689.718750 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -284689.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -284721.375000 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -284721.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -284749.875000 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -284749.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -284766.843750 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -284766.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -284779.125000 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -284779.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -284788.125000 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -284788.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -284801.031250 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -284801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -284813.406250 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -284813.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -284822.875000 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -284822.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -284832.812500 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -284832.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -284843.906250 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -284843.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -284852.437500 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -284852.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -284860.875000 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -284860.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -284867.312500 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -284867.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -284875.437500 Penalty: 3895.195312
	Iteration 23Q: 3 clusters Score -284875.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -284883.875000 Penalty: 3895.195312
	Iteration 24Q: 3 clusters Score -284883.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -284892.156250 Penalty: 3895.195312
	Iteration 25Q: 3 clusters Score -284892.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -284900.937500 Penalty: 3895.195312
	Iteration 26Q: 3 clusters Score -284900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -284908.468750 Penalty: 3895.195312
	Iteration 27Q: 3 clusters Score -284908.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -284913.062500 Penalty: 3895.195312
	Iteration 28Q: 3 clusters Score -284913.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -284918.406250 Penalty: 3895.195312
	Iteration 29Q: 3 clusters Score -284918.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -284922.968750 Penalty: 3895.195312
	Iteration 30Q: 3 clusters Score -284923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -284927.500000 Penalty: 3895.195312
	Iteration 31Q: 3 clusters Score -284927.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -284932.062500 Penalty: 3895.195312
	Iteration 32Q: 3 clusters Score -284932.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -284933.718750 Penalty: 3895.195312
	Iteration 33Q: 3 clusters Score -284933.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -284936.156250 Penalty: 3895.195312
	Iteration 34Q: 3 clusters Score -284936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -284936.156250 Penalty: 3895.195312
	Iteration 35F: 3 clusters Score -284936.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -134278.281250 Penalty: 1776.466675
	Iteration 0F: 2 clusters Score -134278.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -132239.406250 Penalty: 3552.933350
	Iteration 0F: 3 clusters Score -132239.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -132612.750000 Penalty: 3552.933350
	Iteration 1F: 3 clusters Score -132612.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -132748.593750 Penalty: 3552.933350
	Iteration 2F: 3 clusters Score -132748.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -132889.968750 Penalty: 3552.933350
	Iteration 3F: 3 clusters Score -132890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -132969.125000 Penalty: 3552.933350
	Iteration 4Q: 3 clusters Score -132969.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -133011.921875 Penalty: 3552.933350
	Iteration 5Q: 3 clusters Score -133011.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -133049.328125 Penalty: 3552.933350
	Iteration 6Q: 3 clusters Score -133049.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -133101.468750 Penalty: 3552.933350
	Iteration 7Q: 3 clusters Score -133101.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -133155.921875 Penalty: 3552.933350
	Iteration 8Q: 3 clusters Score -133155.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -133195.515625 Penalty: 3552.933350
	Iteration 9Q: 3 clusters Score -133195.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -133255.250000 Penalty: 3552.933350
	Iteration 10Q: 3 clusters Score -133255.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -133323.453125 Penalty: 3552.933350
	Iteration 11Q: 3 clusters Score -133323.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -133386.906250 Penalty: 3552.933350
	Iteration 12Q: 3 clusters Score -133386.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -133455.796875 Penalty: 3552.933350
	Iteration 13Q: 3 clusters Score -133455.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -133514.437500 Penalty: 3552.933350
	Iteration 14Q: 3 clusters Score -133514.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -133587.781250 Penalty: 3552.933350
	Iteration 15Q: 3 clusters Score -133587.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -133650.187500 Penalty: 3552.933350
	Iteration 16Q: 3 clusters Score -133650.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -133688.359375 Penalty: 3552.933350
	Iteration 17Q: 3 clusters Score -133688.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -133709.156250 Penalty: 3552.933350
	Iteration 18Q: 3 clusters Score -133709.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -133724.296875 Penalty: 3552.933350
	Iteration 19Q: 3 clusters Score -133724.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -133741.031250 Penalty: 3552.933350
	Iteration 20F: 3 clusters Score -133741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -133765.500000 Penalty: 3552.933350
	Iteration 21Q: 3 clusters Score -133765.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -133773.093750 Penalty: 3552.933350
	Iteration 22Q: 3 clusters Score -133773.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -133773.093750 Penalty: 3552.933350
	Iteration 23F: 3 clusters Score -133773.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Entering Unmasked Estep 
Score: -3325448.750000 Penalty: 2545.184082
	Iteration 0F: 2 clusters Score -3325449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3305676.750000 Penalty: 5090.368164
	Iteration 0F: 3 clusters Score -3305677 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3312739.500000 Penalty: 5090.368164
	Iteration 1F: 3 clusters Score -3312740 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3313212.000000 Penalty: 5090.368164
	Iteration 2Q: 3 clusters Score -3313212 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3313742.250000 Penalty: 5090.368164
	Iteration 3Q: 3 clusters Score -3313742 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3314219.000000 Penalty: 5090.368164
	Iteration 4Q: 3 clusters Score -3314219 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3314673.000000 Penalty: 5090.368164
	Iteration 5Q: 3 clusters Score -3314673 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3315084.250000 Penalty: 5090.368164
	Iteration 6Q: 3 clusters Score -3315084 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3315484.500000 Penalty: 5090.368164
	Iteration 7Q: 3 clusters Score -3315484 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3315911.750000 Penalty: 5090.368164
	Iteration 8Q: 3 clusters Score -3315912 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -3316435.000000 Penalty: 5090.368164
	Iteration 9Q: 3 clusters Score -3316435 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3317135.000000 Penalty: 5090.368164
	Iteration 10Q: 3 clusters Score -3317135 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3318026.250000 Penalty: 5090.368164
	Iteration 11Q: 3 clusters Score -3318026 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3319112.000000 Penalty: 5090.368164
	Iteration 12F: 3 clusters Score -3319112 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3320317.000000 Penalty: 5090.368164
	Iteration 13F: 3 clusters Score -3320317 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3321470.000000 Penalty: 5090.368164
	Iteration 14Q: 3 clusters Score -3321470 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3322361.000000 Penalty: 5090.368164
	Iteration 15Q: 3 clusters Score -3322361 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3322970.000000 Penalty: 5090.368164
	Iteration 16Q: 3 clusters Score -3322970 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3323348.000000 Penalty: 5090.368164
	Iteration 17Q: 3 clusters Score -3323348 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3323616.750000 Penalty: 5090.368164
	Iteration 18Q: 3 clusters Score -3323617 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3323837.250000 Penalty: 5090.368164
	Iteration 19Q: 3 clusters Score -3323837 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3323990.250000 Penalty: 5090.368164
	Iteration 20F: 3 clusters Score -3323990 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3324098.750000 Penalty: 5090.368164
	Iteration 21Q: 3 clusters Score -3324099 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3324169.000000 Penalty: 5090.368164
	Iteration 22Q: 3 clusters Score -3324169 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3324209.750000 Penalty: 5090.368164
	Iteration 23Q: 3 clusters Score -3324210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3324238.250000 Penalty: 5090.368164
	Iteration 24Q: 3 clusters Score -3324238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3324257.250000 Penalty: 5090.368164
	Iteration 25Q: 3 clusters Score -3324257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3324268.750000 Penalty: 5090.368164
	Iteration 26Q: 3 clusters Score -3324269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3324269.500000 Penalty: 5090.368164
	Iteration 27Q: 3 clusters Score -3324270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -3324298.500000 Penalty: 5090.368164
	Iteration 28Q: 3 clusters Score -3324298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -3324298.500000 Penalty: 5090.368164
	Iteration 29Q: 3 clusters Score -3324298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -3324299.750000 Penalty: 5090.368164
	Iteration 30Q: 3 clusters Score -3324300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3324306.250000 Penalty: 5090.368164
	Iteration 31Q: 3 clusters Score -3324306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3324302.750000 Penalty: 5090.368164
	Iteration 32Q: 3 clusters Score -3324303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3324304.000000 Penalty: 5090.368164
	Iteration 33Q: 3 clusters Score -3324304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3324304.500000 Penalty: 5090.368164
	Iteration 34Q: 3 clusters Score -3324304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3324309.000000 Penalty: 5090.368164
	Iteration 35Q: 3 clusters Score -3324309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3324307.500000 Penalty: 5090.368164
	Iteration 36Q: 3 clusters Score -3324308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3324307.500000 Penalty: 5090.368164
	Iteration 37F: 3 clusters Score -3324308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -20353.580078 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -20353.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19246.701172 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -19246.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19348.089844 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -19348.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19381.123047 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -19381.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19392.910156 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -19392.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19410.964844 Penalty: 2637.787598
	Iteration 4Q: 3 clusters Score -19410.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19410.964844 Penalty: 2637.787598
	Iteration 5F: 3 clusters Score -19410.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (112308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112308 members 
Entering Unmasked Estep 
Score: -13192973.000000 Penalty: 2883.992188
	Iteration 0F: 2 clusters Score -1.319297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -13117533.000000 Penalty: 5767.984375
	Iteration 0F: 3 clusters Score -1.311753e+07 nChanged 53538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -13148340.000000 Penalty: 5767.984375
	Iteration 1F: 3 clusters Score -1.314834e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -13149344.000000 Penalty: 5767.984375
	Iteration 2Q: 3 clusters Score -1.314934e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -13150497.000000 Penalty: 5767.984375
	Iteration 3Q: 3 clusters Score -1.31505e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -13152257.000000 Penalty: 5767.984375
	Iteration 4Q: 3 clusters Score -1.315226e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -13154996.000000 Penalty: 5767.984375
	Iteration 5Q: 3 clusters Score -1.3155e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -13159418.000000 Penalty: 5767.984375
	Iteration 6F: 3 clusters Score -1.315942e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83185 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -13165946.000000 Penalty: 5767.984375
	Iteration 7F: 3 clusters Score -1.316595e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -13173511.000000 Penalty: 5767.984375
	Iteration 8F: 3 clusters Score -1.317351e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98374 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -13180418.000000 Penalty: 5767.984375
	Iteration 9F: 3 clusters Score -1.318042e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -13185117.000000 Penalty: 5767.984375
	Iteration 10Q: 3 clusters Score -1.318512e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106074 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -13187611.000000 Penalty: 5767.984375
	Iteration 11Q: 3 clusters Score -1.318761e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107667 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -13188772.000000 Penalty: 5767.984375
	Iteration 12Q: 3 clusters Score -1.318877e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108662 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -13189599.000000 Penalty: 5767.984375
	Iteration 13Q: 3 clusters Score -1.31896e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -13190056.000000 Penalty: 5767.984375
	Iteration 14Q: 3 clusters Score -1.319006e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109613 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -13190338.000000 Penalty: 5767.984375
	Iteration 15Q: 3 clusters Score -1.319034e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -13190460.000000 Penalty: 5767.984375
	Iteration 16Q: 3 clusters Score -1.319046e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -13190501.000000 Penalty: 5767.984375
	Iteration 17Q: 3 clusters Score -1.31905e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110218 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -13190547.000000 Penalty: 5767.984375
	Iteration 18Q: 3 clusters Score -1.319055e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -13190579.000000 Penalty: 5767.984375
	Iteration 19Q: 3 clusters Score -1.319058e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110452 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -13190617.000000 Penalty: 5767.984375
	Iteration 20F: 3 clusters Score -1.319062e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110532 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -13190657.000000 Penalty: 5767.984375
	Iteration 21Q: 3 clusters Score -1.319066e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -13190649.000000 Penalty: 5767.984375
	Iteration 22Q: 3 clusters Score -1.319065e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110662 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -13190661.000000 Penalty: 5767.984375
	Iteration 23Q: 3 clusters Score -1.319066e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -13190663.000000 Penalty: 5767.984375
	Iteration 24Q: 3 clusters Score -1.319066e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110733 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -13190698.000000 Penalty: 5767.984375
	Iteration 25Q: 3 clusters Score -1.31907e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110762 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -13190679.000000 Penalty: 5767.984375
	Iteration 26Q: 3 clusters Score -1.319068e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110794 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -13190717.000000 Penalty: 5767.984375
	Iteration 27Q: 3 clusters Score -1.319072e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110823 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -13190731.000000 Penalty: 5767.984375
	Iteration 28Q: 3 clusters Score -1.319073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110839 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -13190734.000000 Penalty: 5767.984375
	Iteration 29Q: 3 clusters Score -1.319073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110854 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -13190729.000000 Penalty: 5767.984375
	Iteration 30Q: 3 clusters Score -1.319073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -13190732.000000 Penalty: 5767.984375
	Iteration 31Q: 3 clusters Score -1.319073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -13190723.000000 Penalty: 5767.984375
	Iteration 32Q: 3 clusters Score -1.319072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110893 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13190757.000000 Penalty: 5767.984375
	Iteration 33Q: 3 clusters Score -1.319076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110899 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13190763.000000 Penalty: 5767.984375
	Iteration 34Q: 3 clusters Score -1.319076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110902 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -13190758.000000 Penalty: 5767.984375
	Iteration 35Q: 3 clusters Score -1.319076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -13190773.000000 Penalty: 5767.984375
	Iteration 36Q: 3 clusters Score -1.319077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110916 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -13190776.000000 Penalty: 5767.984375
	Iteration 37Q: 3 clusters Score -1.319078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -13190776.000000 Penalty: 5767.984375
	Iteration 38Q: 3 clusters Score -1.319078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -13190776.000000 Penalty: 5767.984375
	Iteration 39F: 3 clusters Score -1.319078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92321.804688 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92321.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -90489.781250 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90489.78 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90708.835938 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -90708.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90785.164062 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -90785.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -90837.289062 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -90837.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90887.265625 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -90887.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90927.093750 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -90927.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90960.078125 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -90960.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -90978.062500 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -90978.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90988.539062 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -90988.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90997.929688 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -90997.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91003.359375 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -91003.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91007.742188 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -91007.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91011.500000 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -91011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91012.257812 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -91012.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91012.257812 Penalty: 3342.123535
	Iteration 14F: 3 clusters Score -91012.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -2616429.750000 Penalty: 2483.038574
	Iteration 0F: 2 clusters Score -2616430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2600911.750000 Penalty: 4966.077148
	Iteration 0F: 3 clusters Score -2600912 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2606217.000000 Penalty: 4966.077148
	Iteration 1F: 3 clusters Score -2606217 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2606661.000000 Penalty: 4966.077148
	Iteration 2F: 3 clusters Score -2606661 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2607111.750000 Penalty: 4966.077148
	Iteration 3Q: 3 clusters Score -2607112 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2607711.750000 Penalty: 4966.077148
	Iteration 4Q: 3 clusters Score -2607712 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2608561.000000 Penalty: 4966.077148
	Iteration 5F: 3 clusters Score -2608561 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2609602.000000 Penalty: 4966.077148
	Iteration 6F: 3 clusters Score -2609602 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2610901.500000 Penalty: 4966.077148
	Iteration 7F: 3 clusters Score -2610902 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2612232.750000 Penalty: 4966.077148
	Iteration 8F: 3 clusters Score -2612233 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2613323.500000 Penalty: 4966.077148
	Iteration 9F: 3 clusters Score -2613324 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2614023.750000 Penalty: 4966.077148
	Iteration 10Q: 3 clusters Score -2614024 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2614387.750000 Penalty: 4966.077148
	Iteration 11Q: 3 clusters Score -2614388 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2614549.250000 Penalty: 4966.077148
	Iteration 12Q: 3 clusters Score -2614549 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2614641.500000 Penalty: 4966.077148
	Iteration 13Q: 3 clusters Score -2614642 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2614700.000000 Penalty: 4966.077148
	Iteration 14Q: 3 clusters Score -2614700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2614747.000000 Penalty: 4966.077148
	Iteration 15Q: 3 clusters Score -2614747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2614758.500000 Penalty: 4966.077148
	Iteration 16Q: 3 clusters Score -2614758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2614775.250000 Penalty: 4966.077148
	Iteration 17Q: 3 clusters Score -2614775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2614785.000000 Penalty: 4966.077148
	Iteration 18Q: 3 clusters Score -2614785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2614795.000000 Penalty: 4966.077148
	Iteration 19Q: 3 clusters Score -2614795 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2614807.500000 Penalty: 4966.077148
	Iteration 20F: 3 clusters Score -2614808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2614816.500000 Penalty: 4966.077148
	Iteration 21Q: 3 clusters Score -2614816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2614824.250000 Penalty: 4966.077148
	Iteration 22Q: 3 clusters Score -2614824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2614822.500000 Penalty: 4966.077148
	Iteration 23Q: 3 clusters Score -2614822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2614827.750000 Penalty: 4966.077148
	Iteration 24Q: 3 clusters Score -2614828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2614830.000000 Penalty: 4966.077148
	Iteration 25Q: 3 clusters Score -2614830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2614828.000000 Penalty: 4966.077148
	Iteration 26Q: 3 clusters Score -2614828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2614842.500000 Penalty: 4966.077148
	Iteration 27Q: 3 clusters Score -2614842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2614851.750000 Penalty: 4966.077148
	Iteration 28Q: 3 clusters Score -2614852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2614859.750000 Penalty: 4966.077148
	Iteration 29Q: 3 clusters Score -2614860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2614872.000000 Penalty: 4966.077148
	Iteration 30Q: 3 clusters Score -2614872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2614890.250000 Penalty: 4966.077148
	Iteration 31Q: 3 clusters Score -2614890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2614911.750000 Penalty: 4966.077148
	Iteration 32Q: 3 clusters Score -2614912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2614914.750000 Penalty: 4966.077148
	Iteration 33Q: 3 clusters Score -2614915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2614921.750000 Penalty: 4966.077148
	Iteration 34Q: 3 clusters Score -2614922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2614926.000000 Penalty: 4966.077148
	Iteration 35Q: 3 clusters Score -2614926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2614928.000000 Penalty: 4966.077148
	Iteration 36Q: 3 clusters Score -2614928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2614927.500000 Penalty: 4966.077148
	Iteration 37Q: 3 clusters Score -2614928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2614938.500000 Penalty: 4966.077148
	Iteration 38Q: 3 clusters Score -2614938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2614938.500000 Penalty: 4966.077148
	Iteration 39Q: 3 clusters Score -2614938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2614940.750000 Penalty: 4966.077148
	Iteration 40F: 3 clusters Score -2614941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2614940.750000 Penalty: 4966.077148
	Iteration 41Q: 3 clusters Score -2614941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2614944.000000 Penalty: 4966.077148
	Iteration 42Q: 3 clusters Score -2614944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2614945.500000 Penalty: 4966.077148
	Iteration 43Q: 3 clusters Score -2614946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2614950.750000 Penalty: 4966.077148
	Iteration 44Q: 3 clusters Score -2614951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2614953.250000 Penalty: 4966.077148
	Iteration 45Q: 3 clusters Score -2614953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2614958.500000 Penalty: 4966.077148
	Iteration 46Q: 3 clusters Score -2614958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2614960.500000 Penalty: 4966.077148
	Iteration 47Q: 3 clusters Score -2614960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2614966.500000 Penalty: 4966.077148
	Iteration 48Q: 3 clusters Score -2614966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2614968.000000 Penalty: 4966.077148
	Iteration 49Q: 3 clusters Score -2614968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2614970.250000 Penalty: 4966.077148
	Iteration 50Q: 3 clusters Score -2614970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2614975.000000 Penalty: 4966.077148
	Iteration 51Q: 3 clusters Score -2614975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2614973.250000 Penalty: 4966.077148
	Iteration 52Q: 3 clusters Score -2614973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2614974.750000 Penalty: 4966.077148
	Iteration 53Q: 3 clusters Score -2614975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2614973.750000 Penalty: 4966.077148
	Iteration 54Q: 3 clusters Score -2614974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2614974.500000 Penalty: 4966.077148
	Iteration 55Q: 3 clusters Score -2614974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2614974.500000 Penalty: 4966.077148
	Iteration 56Q: 3 clusters Score -2614974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2614974.500000 Penalty: 4966.077148
	Iteration 57Q: 3 clusters Score -2614974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2614976.250000 Penalty: 4966.077148
	Iteration 58Q: 3 clusters Score -2614976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2614975.000000 Penalty: 4966.077148
	Iteration 59Q: 3 clusters Score -2614975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2614977.250000 Penalty: 4966.077148
	Iteration 60F: 3 clusters Score -2614977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2614973.750000 Penalty: 4966.077148
	Iteration 61Q: 3 clusters Score -2614974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2614976.250000 Penalty: 4966.077148
	Iteration 62Q: 3 clusters Score -2614976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2614975.000000 Penalty: 4966.077148
	Iteration 63Q: 3 clusters Score -2614975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2614973.000000 Penalty: 4966.077148
	Iteration 64Q: 3 clusters Score -2614973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2614973.000000 Penalty: 4966.077148
	Iteration 65F: 3 clusters Score -2614973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Entering Unmasked Estep 
Score: -4672461.500000 Penalty: 2635.006836
	Iteration 0F: 2 clusters Score -4672462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4644541.500000 Penalty: 5270.013672
	Iteration 0F: 3 clusters Score -4644542 nChanged 18790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4654810.500000 Penalty: 5270.013672
	Iteration 1F: 3 clusters Score -4654810 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -4655289.500000 Penalty: 5270.013672
	Iteration 2Q: 3 clusters Score -4655290 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4655770.000000 Penalty: 5270.013672
	Iteration 3Q: 3 clusters Score -4655770 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -4656347.500000 Penalty: 5270.013672
	Iteration 4Q: 3 clusters Score -4656348 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -4657116.500000 Penalty: 5270.013672
	Iteration 5Q: 3 clusters Score -4657116 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -4658286.500000 Penalty: 5270.013672
	Iteration 6F: 3 clusters Score -4658286 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -4660187.000000 Penalty: 5270.013672
	Iteration 7F: 3 clusters Score -4660187 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -4662803.000000 Penalty: 5270.013672
	Iteration 8F: 3 clusters Score -4662803 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -4665813.500000 Penalty: 5270.013672
	Iteration 9F: 3 clusters Score -4665814 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4668195.000000 Penalty: 5270.013672
	Iteration 10F: 3 clusters Score -4668195 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4669433.500000 Penalty: 5270.013672
	Iteration 11Q: 3 clusters Score -4669434 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4669896.500000 Penalty: 5270.013672
	Iteration 12Q: 3 clusters Score -4669896 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4670099.500000 Penalty: 5270.013672
	Iteration 13Q: 3 clusters Score -4670100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4670196.500000 Penalty: 5270.013672
	Iteration 14Q: 3 clusters Score -4670196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4670257.000000 Penalty: 5270.013672
	Iteration 15Q: 3 clusters Score -4670257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4670284.000000 Penalty: 5270.013672
	Iteration 16Q: 3 clusters Score -4670284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4670290.000000 Penalty: 5270.013672
	Iteration 17Q: 3 clusters Score -4670290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4670291.000000 Penalty: 5270.013672
	Iteration 18Q: 3 clusters Score -4670291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4670295.500000 Penalty: 5270.013672
	Iteration 19Q: 3 clusters Score -4670296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4670295.500000 Penalty: 5270.013672
	Iteration 20F: 3 clusters Score -4670296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 226088 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180292 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28648 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112308 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22298 members 
Mstep: Class 19 contains 41152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654328.000000 Penalty: 43162.746094
Iteration 279Q: 14 clusters Score -7.465433e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 226107 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180295 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28647 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112293 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22298 members 
Mstep: Class 19 contains 41151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654400.000000 Penalty: 43162.746094
Iteration 280F: 14 clusters Score -7.46544e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 226129 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180297 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28648 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112275 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22298 members 
Mstep: Class 19 contains 41149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654376.000000 Penalty: 43162.746094
Iteration 281Q: 14 clusters Score -7.465438e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 226154 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180292 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28648 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112266 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22299 members 
Mstep: Class 19 contains 41146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654352.000000 Penalty: 43162.746094
Iteration 282Q: 14 clusters Score -7.465435e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 226166 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180296 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28648 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112253 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22301 members 
Mstep: Class 19 contains 41144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654320.000000 Penalty: 43162.746094
Iteration 283Q: 14 clusters Score -7.465432e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 226170 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180313 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28648 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112236 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22300 members 
Mstep: Class 19 contains 41142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654248.000000 Penalty: 43162.746094
Iteration 284Q: 14 clusters Score -7.465425e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 226174 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180327 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28648 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112223 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22301 members 
Mstep: Class 19 contains 41139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654232.000000 Penalty: 43162.746094
Iteration 285Q: 14 clusters Score -7.465423e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 226176 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 7 contains 180337 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28648 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112213 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22302 members 
Mstep: Class 19 contains 41139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654200.000000 Penalty: 43162.746094
Iteration 286Q: 14 clusters Score -7.46542e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 3760 members 
Mstep: Class 3 contains 226184 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 7 contains 180348 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112197 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22303 members 
Mstep: Class 19 contains 41136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654256.000000 Penalty: 43162.746094
Iteration 287Q: 14 clusters Score -7.465426e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 3760 members 
Mstep: Class 3 contains 226184 members 
Mstep: Class 4 contains 18551 members 
Mstep: Class 7 contains 180370 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112180 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22302 members 
Mstep: Class 19 contains 41137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654208.000000 Penalty: 43162.746094
Iteration 288Q: 14 clusters Score -7.465421e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 3760 members 
Mstep: Class 3 contains 226184 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 7 contains 180379 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28649 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112171 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22301 members 
Mstep: Class 19 contains 41137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654256.000000 Penalty: 43162.746094
Iteration 289Q: 14 clusters Score -7.465426e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 3760 members 
Mstep: Class 3 contains 226187 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 7 contains 180379 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112165 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22301 members 
Mstep: Class 19 contains 41137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654272.000000 Penalty: 43162.746094
Iteration 290Q: 14 clusters Score -7.465427e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 3760 members 
Mstep: Class 3 contains 226195 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 7 contains 180384 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112156 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22301 members 
Mstep: Class 19 contains 41134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654296.000000 Penalty: 43162.746094
Iteration 291Q: 14 clusters Score -7.46543e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 226205 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 7 contains 180386 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112144 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22302 members 
Mstep: Class 19 contains 41134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654208.000000 Penalty: 43162.746094
Iteration 292Q: 14 clusters Score -7.465421e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 3762 members 
Mstep: Class 3 contains 226208 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 7 contains 180399 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112126 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22303 members 
Mstep: Class 19 contains 41132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654208.000000 Penalty: 43162.746094
Iteration 293Q: 14 clusters Score -7.465421e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 226202 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180420 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112113 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22303 members 
Mstep: Class 19 contains 41131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654176.000000 Penalty: 43162.746094
Iteration 294Q: 14 clusters Score -7.465418e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 3762 members 
Mstep: Class 3 contains 226207 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180429 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112101 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22303 members 
Mstep: Class 19 contains 41128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654192.000000 Penalty: 43162.746094
Iteration 295Q: 14 clusters Score -7.465419e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 3763 members 
Mstep: Class 3 contains 226213 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180431 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112094 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22302 members 
Mstep: Class 19 contains 41127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654184.000000 Penalty: 43162.746094
Iteration 296Q: 14 clusters Score -7.465418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226226 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180427 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112083 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22302 members 
Mstep: Class 19 contains 41128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654144.000000 Penalty: 43162.746094
Iteration 297Q: 14 clusters Score -7.465414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226240 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180426 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112073 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22301 members 
Mstep: Class 19 contains 41127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654184.000000 Penalty: 43162.746094
Iteration 298Q: 14 clusters Score -7.465418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226245 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180425 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112069 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22299 members 
Mstep: Class 19 contains 41127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654216.000000 Penalty: 43162.746094
Iteration 299Q: 14 clusters Score -7.465422e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226256 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 7 contains 180429 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112060 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22298 members 
Mstep: Class 19 contains 41125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654096.000000 Penalty: 43162.746094
Iteration 300F: 14 clusters Score -7.46541e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226272 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180426 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112048 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22297 members 
Mstep: Class 19 contains 41125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654064.000000 Penalty: 43162.746094
Iteration 301Q: 14 clusters Score -7.465406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226275 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180432 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112043 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22297 members 
Mstep: Class 19 contains 41124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654072.000000 Penalty: 43162.746094
Iteration 302Q: 14 clusters Score -7.465407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226282 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180428 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28650 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112041 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22297 members 
Mstep: Class 19 contains 41124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654120.000000 Penalty: 43162.746094
Iteration 303Q: 14 clusters Score -7.465412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226289 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180430 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112036 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22296 members 
Mstep: Class 19 contains 41124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654096.000000 Penalty: 43162.746094
Iteration 304Q: 14 clusters Score -7.46541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226297 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 7 contains 180432 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112031 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22295 members 
Mstep: Class 19 contains 41124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654144.000000 Penalty: 43162.746094
Iteration 305Q: 14 clusters Score -7.465414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226308 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 7 contains 180433 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112022 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654128.000000 Penalty: 43162.746094
Iteration 306Q: 14 clusters Score -7.465413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226323 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 7 contains 180433 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 112009 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22293 members 
Mstep: Class 19 contains 41124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654152.000000 Penalty: 43162.746094
Iteration 307Q: 14 clusters Score -7.465415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226336 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 7 contains 180435 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111996 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22292 members 
Mstep: Class 19 contains 41123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654168.000000 Penalty: 43162.746094
Iteration 308Q: 14 clusters Score -7.465417e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226345 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 7 contains 180436 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111990 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22290 members 
Mstep: Class 19 contains 41122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654128.000000 Penalty: 43162.746094
Iteration 309Q: 14 clusters Score -7.465413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226356 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 7 contains 180432 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111983 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22290 members 
Mstep: Class 19 contains 41124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654080.000000 Penalty: 43162.746094
Iteration 310Q: 14 clusters Score -7.465408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226370 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 7 contains 180428 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111976 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22290 members 
Mstep: Class 19 contains 41124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654136.000000 Penalty: 43162.746094
Iteration 311Q: 14 clusters Score -7.465414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226384 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180423 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111968 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 19 contains 41124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654144.000000 Penalty: 43162.746094
Iteration 312Q: 14 clusters Score -7.465414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226398 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180421 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111959 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 19 contains 41122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654128.000000 Penalty: 43162.746094
Iteration 313Q: 14 clusters Score -7.465413e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226404 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180423 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28651 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111951 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 19 contains 41122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654096.000000 Penalty: 43162.746094
Iteration 314Q: 14 clusters Score -7.46541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226404 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180426 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111947 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22290 members 
Mstep: Class 19 contains 41122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654096.000000 Penalty: 43162.746094
Iteration 315Q: 14 clusters Score -7.46541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226412 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180424 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111940 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22290 members 
Mstep: Class 19 contains 41122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654088.000000 Penalty: 43162.746094
Iteration 316Q: 14 clusters Score -7.465409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226415 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180430 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111931 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22290 members 
Mstep: Class 19 contains 41122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654096.000000 Penalty: 43162.746094
Iteration 317Q: 14 clusters Score -7.46541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226417 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 7 contains 180434 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111925 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 19 contains 41122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654072.000000 Penalty: 43162.746094
Iteration 318Q: 14 clusters Score -7.465407e+07 nChanged 14
Entering ConstructFrom: 
Score: -74654072.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 1 (14010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Entering Unmasked Estep 
Score: -1658645.750000 Penalty: 2367.786621
	Iteration 0F: 2 clusters Score -1658646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1648345.375000 Penalty: 4735.573242
	Iteration 0F: 3 clusters Score -1648345 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1651412.500000 Penalty: 4735.573242
	Iteration 1F: 3 clusters Score -1651412 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1651772.125000 Penalty: 4735.573242
	Iteration 2F: 3 clusters Score -1651772 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1652070.375000 Penalty: 4735.573242
	Iteration 3F: 3 clusters Score -1652070 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1652312.625000 Penalty: 4735.573242
	Iteration 4Q: 3 clusters Score -1652313 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1652530.500000 Penalty: 4735.573242
	Iteration 5Q: 3 clusters Score -1652530 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1652737.875000 Penalty: 4735.573242
	Iteration 6Q: 3 clusters Score -1652738 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1652942.375000 Penalty: 4735.573242
	Iteration 7Q: 3 clusters Score -1652942 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1653127.500000 Penalty: 4735.573242
	Iteration 8Q: 3 clusters Score -1653128 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1653311.125000 Penalty: 4735.573242
	Iteration 9Q: 3 clusters Score -1653311 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1653527.000000 Penalty: 4735.573242
	Iteration 10Q: 3 clusters Score -1653527 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1653762.000000 Penalty: 4735.573242
	Iteration 11Q: 3 clusters Score -1653762 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1654048.875000 Penalty: 4735.573242
	Iteration 12Q: 3 clusters Score -1654049 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1654362.500000 Penalty: 4735.573242
	Iteration 13Q: 3 clusters Score -1654362 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1654662.500000 Penalty: 4735.573242
	Iteration 14Q: 3 clusters Score -1654662 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1654915.125000 Penalty: 4735.573242
	Iteration 15Q: 3 clusters Score -1654915 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1655099.625000 Penalty: 4735.573242
	Iteration 16Q: 3 clusters Score -1655100 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1655204.750000 Penalty: 4735.573242
	Iteration 17Q: 3 clusters Score -1655205 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1655283.125000 Penalty: 4735.573242
	Iteration 18Q: 3 clusters Score -1655283 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1655334.125000 Penalty: 4735.573242
	Iteration 19Q: 3 clusters Score -1655334 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1655365.875000 Penalty: 4735.573242
	Iteration 20F: 3 clusters Score -1655366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1655386.000000 Penalty: 4735.573242
	Iteration 21Q: 3 clusters Score -1655386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1655401.875000 Penalty: 4735.573242
	Iteration 22Q: 3 clusters Score -1655402 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1655414.750000 Penalty: 4735.573242
	Iteration 23Q: 3 clusters Score -1655415 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1655430.500000 Penalty: 4735.573242
	Iteration 24Q: 3 clusters Score -1655430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1655449.500000 Penalty: 4735.573242
	Iteration 25Q: 3 clusters Score -1655450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1655465.625000 Penalty: 4735.573242
	Iteration 26Q: 3 clusters Score -1655466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1655478.500000 Penalty: 4735.573242
	Iteration 27Q: 3 clusters Score -1655478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1655505.250000 Penalty: 4735.573242
	Iteration 28Q: 3 clusters Score -1655505 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1655518.750000 Penalty: 4735.573242
	Iteration 29Q: 3 clusters Score -1655519 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1655540.625000 Penalty: 4735.573242
	Iteration 30Q: 3 clusters Score -1655541 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1655557.500000 Penalty: 4735.573242
	Iteration 31Q: 3 clusters Score -1655558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1655573.625000 Penalty: 4735.573242
	Iteration 32Q: 3 clusters Score -1655574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1655589.125000 Penalty: 4735.573242
	Iteration 33Q: 3 clusters Score -1655589 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1655600.000000 Penalty: 4735.573242
	Iteration 34Q: 3 clusters Score -1655600 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1655614.875000 Penalty: 4735.573242
	Iteration 35Q: 3 clusters Score -1655615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1655625.625000 Penalty: 4735.573242
	Iteration 36Q: 3 clusters Score -1655626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1655642.875000 Penalty: 4735.573242
	Iteration 37Q: 3 clusters Score -1655643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1655648.250000 Penalty: 4735.573242
	Iteration 38Q: 3 clusters Score -1655648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1655661.250000 Penalty: 4735.573242
	Iteration 39Q: 3 clusters Score -1655661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1655673.000000 Penalty: 4735.573242
	Iteration 40F: 3 clusters Score -1655673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1655679.500000 Penalty: 4735.573242
	Iteration 41Q: 3 clusters Score -1655680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1655691.750000 Penalty: 4735.573242
	Iteration 42Q: 3 clusters Score -1655692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1655702.375000 Penalty: 4735.573242
	Iteration 43Q: 3 clusters Score -1655702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1655713.125000 Penalty: 4735.573242
	Iteration 44Q: 3 clusters Score -1655713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1655732.875000 Penalty: 4735.573242
	Iteration 45Q: 3 clusters Score -1655733 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1655744.750000 Penalty: 4735.573242
	Iteration 46Q: 3 clusters Score -1655745 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1655760.000000 Penalty: 4735.573242
	Iteration 47Q: 3 clusters Score -1655760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1655769.375000 Penalty: 4735.573242
	Iteration 48Q: 3 clusters Score -1655769 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1655788.875000 Penalty: 4735.573242
	Iteration 49Q: 3 clusters Score -1655789 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1655813.250000 Penalty: 4735.573242
	Iteration 50Q: 3 clusters Score -1655813 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1655833.375000 Penalty: 4735.573242
	Iteration 51Q: 3 clusters Score -1655833 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1655855.875000 Penalty: 4735.573242
	Iteration 52Q: 3 clusters Score -1655856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1655891.000000 Penalty: 4735.573242
	Iteration 53Q: 3 clusters Score -1655891 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1655924.500000 Penalty: 4735.573242
	Iteration 54Q: 3 clusters Score -1655924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1655970.625000 Penalty: 4735.573242
	Iteration 55Q: 3 clusters Score -1655971 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1656017.000000 Penalty: 4735.573242
	Iteration 56Q: 3 clusters Score -1656017 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1656060.250000 Penalty: 4735.573242
	Iteration 57Q: 3 clusters Score -1656060 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1656095.750000 Penalty: 4735.573242
	Iteration 58Q: 3 clusters Score -1656096 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1656137.500000 Penalty: 4735.573242
	Iteration 59Q: 3 clusters Score -1656138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1656181.375000 Penalty: 4735.573242
	Iteration 60F: 3 clusters Score -1656181 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1656218.500000 Penalty: 4735.573242
	Iteration 61Q: 3 clusters Score -1656218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1656242.500000 Penalty: 4735.573242
	Iteration 62Q: 3 clusters Score -1656242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1656268.625000 Penalty: 4735.573242
	Iteration 63Q: 3 clusters Score -1656269 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1656295.000000 Penalty: 4735.573242
	Iteration 64Q: 3 clusters Score -1656295 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1656324.500000 Penalty: 4735.573242
	Iteration 65Q: 3 clusters Score -1656324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1656349.375000 Penalty: 4735.573242
	Iteration 66Q: 3 clusters Score -1656349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1656367.125000 Penalty: 4735.573242
	Iteration 67Q: 3 clusters Score -1656367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1656393.875000 Penalty: 4735.573242
	Iteration 68Q: 3 clusters Score -1656394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1656412.000000 Penalty: 4735.573242
	Iteration 69Q: 3 clusters Score -1656412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1656424.250000 Penalty: 4735.573242
	Iteration 70Q: 3 clusters Score -1656424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1656433.000000 Penalty: 4735.573242
	Iteration 71Q: 3 clusters Score -1656433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1656453.500000 Penalty: 4735.573242
	Iteration 72Q: 3 clusters Score -1656454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1656465.375000 Penalty: 4735.573242
	Iteration 73Q: 3 clusters Score -1656465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1656477.250000 Penalty: 4735.573242
	Iteration 74Q: 3 clusters Score -1656477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1656498.625000 Penalty: 4735.573242
	Iteration 75Q: 3 clusters Score -1656499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1656527.250000 Penalty: 4735.573242
	Iteration 76Q: 3 clusters Score -1656527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1656547.000000 Penalty: 4735.573242
	Iteration 77Q: 3 clusters Score -1656547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1656563.250000 Penalty: 4735.573242
	Iteration 78Q: 3 clusters Score -1656563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1656577.125000 Penalty: 4735.573242
	Iteration 79Q: 3 clusters Score -1656577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1656589.000000 Penalty: 4735.573242
	Iteration 80F: 3 clusters Score -1656589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1656595.625000 Penalty: 4735.573242
	Iteration 81Q: 3 clusters Score -1656596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1656602.625000 Penalty: 4735.573242
	Iteration 82Q: 3 clusters Score -1656603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1656611.125000 Penalty: 4735.573242
	Iteration 83Q: 3 clusters Score -1656611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1656620.125000 Penalty: 4735.573242
	Iteration 84Q: 3 clusters Score -1656620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1656624.000000 Penalty: 4735.573242
	Iteration 85Q: 3 clusters Score -1656624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1656629.125000 Penalty: 4735.573242
	Iteration 86Q: 3 clusters Score -1656629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1656630.375000 Penalty: 4735.573242
	Iteration 87Q: 3 clusters Score -1656630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1656634.375000 Penalty: 4735.573242
	Iteration 88Q: 3 clusters Score -1656634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1656635.375000 Penalty: 4735.573242
	Iteration 89Q: 3 clusters Score -1656635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1656634.875000 Penalty: 4735.573242
	Iteration 90Q: 3 clusters Score -1656635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1656639.000000 Penalty: 4735.573242
	Iteration 91Q: 3 clusters Score -1656639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1656638.625000 Penalty: 4735.573242
	Iteration 92Q: 3 clusters Score -1656639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1656640.750000 Penalty: 4735.573242
	Iteration 93Q: 3 clusters Score -1656641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1656639.750000 Penalty: 4735.573242
	Iteration 94Q: 3 clusters Score -1656640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1656639.750000 Penalty: 4735.573242
	Iteration 95F: 3 clusters Score -1656640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -435579.562500 Penalty: 2041.842896
	Iteration 0F: 2 clusters Score -435579.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -431906.000000 Penalty: 4083.685791
	Iteration 0F: 3 clusters Score -431906 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -432742.937500 Penalty: 4083.685791
	Iteration 1F: 3 clusters Score -432742.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -432921.968750 Penalty: 4083.685791
	Iteration 2F: 3 clusters Score -432922 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -433026.187500 Penalty: 4083.685791
	Iteration 3Q: 3 clusters Score -433026.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -433100.125000 Penalty: 4083.685791
	Iteration 4Q: 3 clusters Score -433100.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -433153.500000 Penalty: 4083.685791
	Iteration 5Q: 3 clusters Score -433153.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -433196.906250 Penalty: 4083.685791
	Iteration 6Q: 3 clusters Score -433196.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -433233.593750 Penalty: 4083.685791
	Iteration 7Q: 3 clusters Score -433233.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -433266.781250 Penalty: 4083.685791
	Iteration 8Q: 3 clusters Score -433266.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -433300.312500 Penalty: 4083.685791
	Iteration 9Q: 3 clusters Score -433300.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -433316.937500 Penalty: 4083.685791
	Iteration 10Q: 3 clusters Score -433316.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -433330.187500 Penalty: 4083.685791
	Iteration 11Q: 3 clusters Score -433330.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -433346.875000 Penalty: 4083.685791
	Iteration 12Q: 3 clusters Score -433346.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -433367.437500 Penalty: 4083.685791
	Iteration 13Q: 3 clusters Score -433367.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -433380.343750 Penalty: 4083.685791
	Iteration 14Q: 3 clusters Score -433380.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -433389.187500 Penalty: 4083.685791
	Iteration 15Q: 3 clusters Score -433389.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -433395.281250 Penalty: 4083.685791
	Iteration 16Q: 3 clusters Score -433395.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -433399.406250 Penalty: 4083.685791
	Iteration 17Q: 3 clusters Score -433399.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -433403.625000 Penalty: 4083.685791
	Iteration 18Q: 3 clusters Score -433403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -433405.500000 Penalty: 4083.685791
	Iteration 19Q: 3 clusters Score -433405.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -433405.687500 Penalty: 4083.685791
	Iteration 20F: 3 clusters Score -433405.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -433408.968750 Penalty: 4083.685791
	Iteration 21Q: 3 clusters Score -433409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -433411.281250 Penalty: 4083.685791
	Iteration 22Q: 3 clusters Score -433411.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -433412.156250 Penalty: 4083.685791
	Iteration 23Q: 3 clusters Score -433412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -433412.531250 Penalty: 4083.685791
	Iteration 24Q: 3 clusters Score -433412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -433414.750000 Penalty: 4083.685791
	Iteration 25Q: 3 clusters Score -433414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -433417.093750 Penalty: 4083.685791
	Iteration 26Q: 3 clusters Score -433417.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -433422.406250 Penalty: 4083.685791
	Iteration 27Q: 3 clusters Score -433422.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -433425.500000 Penalty: 4083.685791
	Iteration 28Q: 3 clusters Score -433425.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -433430.312500 Penalty: 4083.685791
	Iteration 29Q: 3 clusters Score -433430.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -433436.000000 Penalty: 4083.685791
	Iteration 30Q: 3 clusters Score -433436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -433439.250000 Penalty: 4083.685791
	Iteration 31Q: 3 clusters Score -433439.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -433444.437500 Penalty: 4083.685791
	Iteration 32Q: 3 clusters Score -433444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -433445.093750 Penalty: 4083.685791
	Iteration 33Q: 3 clusters Score -433445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -433445.437500 Penalty: 4083.685791
	Iteration 34Q: 3 clusters Score -433445.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -433447.500000 Penalty: 4083.685791
	Iteration 35Q: 3 clusters Score -433447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -433447.968750 Penalty: 4083.685791
	Iteration 36Q: 3 clusters Score -433448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -433448.781250 Penalty: 4083.685791
	Iteration 37Q: 3 clusters Score -433448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -433452.093750 Penalty: 4083.685791
	Iteration 38Q: 3 clusters Score -433452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -433453.718750 Penalty: 4083.685791
	Iteration 39Q: 3 clusters Score -433453.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -433455.375000 Penalty: 4083.685791
	Iteration 40F: 3 clusters Score -433455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -433457.843750 Penalty: 4083.685791
	Iteration 41Q: 3 clusters Score -433457.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -433460.750000 Penalty: 4083.685791
	Iteration 42Q: 3 clusters Score -433460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -433462.562500 Penalty: 4083.685791
	Iteration 43Q: 3 clusters Score -433462.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -433464.625000 Penalty: 4083.685791
	Iteration 44Q: 3 clusters Score -433464.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -433467.593750 Penalty: 4083.685791
	Iteration 45Q: 3 clusters Score -433467.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -433472.187500 Penalty: 4083.685791
	Iteration 46Q: 3 clusters Score -433472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -433476.281250 Penalty: 4083.685791
	Iteration 47Q: 3 clusters Score -433476.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -433477.781250 Penalty: 4083.685791
	Iteration 48Q: 3 clusters Score -433477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -433478.562500 Penalty: 4083.685791
	Iteration 49Q: 3 clusters Score -433478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -433480.281250 Penalty: 4083.685791
	Iteration 50Q: 3 clusters Score -433480.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -433482.687500 Penalty: 4083.685791
	Iteration 51Q: 3 clusters Score -433482.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -433484.156250 Penalty: 4083.685791
	Iteration 52Q: 3 clusters Score -433484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -433487.093750 Penalty: 4083.685791
	Iteration 53Q: 3 clusters Score -433487.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -433490.687500 Penalty: 4083.685791
	Iteration 54Q: 3 clusters Score -433490.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -433491.906250 Penalty: 4083.685791
	Iteration 55Q: 3 clusters Score -433491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -433492.875000 Penalty: 4083.685791
	Iteration 56Q: 3 clusters Score -433492.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -433496.468750 Penalty: 4083.685791
	Iteration 57Q: 3 clusters Score -433496.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -433497.875000 Penalty: 4083.685791
	Iteration 58Q: 3 clusters Score -433497.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -433498.375000 Penalty: 4083.685791
	Iteration 59Q: 3 clusters Score -433498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -433499.593750 Penalty: 4083.685791
	Iteration 60F: 3 clusters Score -433499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -433500.343750 Penalty: 4083.685791
	Iteration 61Q: 3 clusters Score -433500.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -433500.343750 Penalty: 4083.685791
	Iteration 62F: 3 clusters Score -433500.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (226422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226422 members 
Entering Unmasked Estep 
Score: -26285466.000000 Penalty: 3057.878418
	Iteration 0F: 2 clusters Score -2.628547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112955 members 
Mstep: Class 2 contains 113467 members 
Entering Unmasked Estep 
Score: -26138266.000000 Penalty: 6115.756836
	Iteration 0F: 3 clusters Score -2.613827e+07 nChanged 109018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 118909 members 
Entering Unmasked Estep 
Score: -26202622.000000 Penalty: 6115.756836
	Iteration 1F: 3 clusters Score -2.620262e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103879 members 
Mstep: Class 2 contains 122543 members 
Entering Unmasked Estep 
Score: -26204272.000000 Penalty: 6115.756836
	Iteration 2Q: 3 clusters Score -2.620427e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98340 members 
Mstep: Class 2 contains 128082 members 
Entering Unmasked Estep 
Score: -26206774.000000 Penalty: 6115.756836
	Iteration 3Q: 3 clusters Score -2.620677e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89946 members 
Mstep: Class 2 contains 136476 members 
Entering Unmasked Estep 
Score: -26210962.000000 Penalty: 6115.756836
	Iteration 4Q: 3 clusters Score -2.621096e+07 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 148753 members 
Entering Unmasked Estep 
Score: -26218738.000000 Penalty: 6115.756836
	Iteration 5F: 3 clusters Score -2.621874e+07 nChanged 17124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 165189 members 
Entering Unmasked Estep 
Score: -26231038.000000 Penalty: 6115.756836
	Iteration 6F: 3 clusters Score -2.623104e+07 nChanged 19142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 183961 members 
Entering Unmasked Estep 
Score: -26247444.000000 Penalty: 6115.756836
	Iteration 7F: 3 clusters Score -2.624744e+07 nChanged 17197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 200960 members 
Entering Unmasked Estep 
Score: -26262540.000000 Penalty: 6115.756836
	Iteration 8F: 3 clusters Score -2.626254e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 212773 members 
Entering Unmasked Estep 
Score: -26272666.000000 Penalty: 6115.756836
	Iteration 9F: 3 clusters Score -2.627267e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 219491 members 
Entering Unmasked Estep 
Score: -26277886.000000 Penalty: 6115.756836
	Iteration 10Q: 3 clusters Score -2.627789e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 222884 members 
Entering Unmasked Estep 
Score: -26280536.000000 Penalty: 6115.756836
	Iteration 11Q: 3 clusters Score -2.628054e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 224510 members 
Entering Unmasked Estep 
Score: -26281652.000000 Penalty: 6115.756836
	Iteration 12Q: 3 clusters Score -2.628165e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 225220 members 
Entering Unmasked Estep 
Score: -26282172.000000 Penalty: 6115.756836
	Iteration 13Q: 3 clusters Score -2.628217e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 225511 members 
Entering Unmasked Estep 
Score: -26282432.000000 Penalty: 6115.756836
	Iteration 14Q: 3 clusters Score -2.628243e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 225634 members 
Entering Unmasked Estep 
Score: -26282614.000000 Penalty: 6115.756836
	Iteration 15Q: 3 clusters Score -2.628261e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 225722 members 
Entering Unmasked Estep 
Score: -26282722.000000 Penalty: 6115.756836
	Iteration 16Q: 3 clusters Score -2.628272e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 225754 members 
Entering Unmasked Estep 
Score: -26282740.000000 Penalty: 6115.756836
	Iteration 17Q: 3 clusters Score -2.628274e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 225774 members 
Entering Unmasked Estep 
Score: -26282802.000000 Penalty: 6115.756836
	Iteration 18Q: 3 clusters Score -2.62828e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 225793 members 
Entering Unmasked Estep 
Score: -26282854.000000 Penalty: 6115.756836
	Iteration 19Q: 3 clusters Score -2.628285e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 225809 members 
Entering Unmasked Estep 
Score: -26282848.000000 Penalty: 6115.756836
	Iteration 20F: 3 clusters Score -2.628285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 225812 members 
Entering Unmasked Estep 
Score: -26282896.000000 Penalty: 6115.756836
	Iteration 21Q: 3 clusters Score -2.62829e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 225822 members 
Entering Unmasked Estep 
Score: -26282910.000000 Penalty: 6115.756836
	Iteration 22Q: 3 clusters Score -2.628291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 225828 members 
Entering Unmasked Estep 
Score: -26282922.000000 Penalty: 6115.756836
	Iteration 23Q: 3 clusters Score -2.628292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 225831 members 
Entering Unmasked Estep 
Score: -26282954.000000 Penalty: 6115.756836
	Iteration 24Q: 3 clusters Score -2.628295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 225841 members 
Entering Unmasked Estep 
Score: -26282952.000000 Penalty: 6115.756836
	Iteration 25Q: 3 clusters Score -2.628295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 225847 members 
Entering Unmasked Estep 
Score: -26282970.000000 Penalty: 6115.756836
	Iteration 26Q: 3 clusters Score -2.628297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 225850 members 
Entering Unmasked Estep 
Score: -26282972.000000 Penalty: 6115.756836
	Iteration 27Q: 3 clusters Score -2.628297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 225853 members 
Entering Unmasked Estep 
Score: -26282982.000000 Penalty: 6115.756836
	Iteration 28Q: 3 clusters Score -2.628298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 225853 members 
Entering Unmasked Estep 
Score: -26283000.000000 Penalty: 6115.756836
	Iteration 29Q: 3 clusters Score -2.6283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 225855 members 
Entering Unmasked Estep 
Score: -26282996.000000 Penalty: 6115.756836
	Iteration 30Q: 3 clusters Score -2.6283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 225861 members 
Entering Unmasked Estep 
Score: -26282996.000000 Penalty: 6115.756836
	Iteration 31Q: 3 clusters Score -2.6283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 225864 members 
Entering Unmasked Estep 
Score: -26282998.000000 Penalty: 6115.756836
	Iteration 32Q: 3 clusters Score -2.6283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 225865 members 
Entering Unmasked Estep 
Score: -26282992.000000 Penalty: 6115.756836
	Iteration 33Q: 3 clusters Score -2.628299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 225866 members 
Entering Unmasked Estep 
Score: -26282992.000000 Penalty: 6115.756836
	Iteration 34Q: 3 clusters Score -2.628299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 225866 members 
Entering Unmasked Estep 
Score: -26283010.000000 Penalty: 6115.756836
	Iteration 35Q: 3 clusters Score -2.628301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 225867 members 
Entering Unmasked Estep 
Score: -26283024.000000 Penalty: 6115.756836
	Iteration 36Q: 3 clusters Score -2.628302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 225866 members 
Entering Unmasked Estep 
Score: -26283032.000000 Penalty: 6115.756836
	Iteration 37Q: 3 clusters Score -2.628303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 225866 members 
Entering Unmasked Estep 
Score: -26283036.000000 Penalty: 6115.756836
	Iteration 38Q: 3 clusters Score -2.628304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 225867 members 
Entering Unmasked Estep 
Score: -26283038.000000 Penalty: 6115.756836
	Iteration 39Q: 3 clusters Score -2.628304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 225867 members 
Entering Unmasked Estep 
Score: -26283038.000000 Penalty: 6115.756836
	Iteration 40F: 3 clusters Score -2.628304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Entering Unmasked Estep 
Score: -2173032.000000 Penalty: 2437.520264
	Iteration 0F: 2 clusters Score -2173032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2159856.500000 Penalty: 4875.040527
	Iteration 0F: 3 clusters Score -2159856 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2164171.750000 Penalty: 4875.040527
	Iteration 1F: 3 clusters Score -2164172 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2164520.500000 Penalty: 4875.040527
	Iteration 2F: 3 clusters Score -2164520 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2164813.500000 Penalty: 4875.040527
	Iteration 3Q: 3 clusters Score -2164814 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2165148.750000 Penalty: 4875.040527
	Iteration 4Q: 3 clusters Score -2165149 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2165577.000000 Penalty: 4875.040527
	Iteration 5Q: 3 clusters Score -2165577 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2166168.250000 Penalty: 4875.040527
	Iteration 6Q: 3 clusters Score -2166168 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2166901.000000 Penalty: 4875.040527
	Iteration 7F: 3 clusters Score -2166901 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2167737.750000 Penalty: 4875.040527
	Iteration 8F: 3 clusters Score -2167738 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2168538.250000 Penalty: 4875.040527
	Iteration 9F: 3 clusters Score -2168538 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2169261.750000 Penalty: 4875.040527
	Iteration 10F: 3 clusters Score -2169262 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2169752.750000 Penalty: 4875.040527
	Iteration 11Q: 3 clusters Score -2169753 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2170052.000000 Penalty: 4875.040527
	Iteration 12Q: 3 clusters Score -2170052 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2170251.500000 Penalty: 4875.040527
	Iteration 13Q: 3 clusters Score -2170252 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2170405.000000 Penalty: 4875.040527
	Iteration 14Q: 3 clusters Score -2170405 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2170538.500000 Penalty: 4875.040527
	Iteration 15Q: 3 clusters Score -2170538 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2170685.250000 Penalty: 4875.040527
	Iteration 16Q: 3 clusters Score -2170685 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2170808.750000 Penalty: 4875.040527
	Iteration 17Q: 3 clusters Score -2170809 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2170910.500000 Penalty: 4875.040527
	Iteration 18Q: 3 clusters Score -2170910 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2171005.500000 Penalty: 4875.040527
	Iteration 19Q: 3 clusters Score -2171006 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2171072.000000 Penalty: 4875.040527
	Iteration 20F: 3 clusters Score -2171072 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2171139.750000 Penalty: 4875.040527
	Iteration 21Q: 3 clusters Score -2171140 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2171187.500000 Penalty: 4875.040527
	Iteration 22Q: 3 clusters Score -2171188 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2171230.500000 Penalty: 4875.040527
	Iteration 23Q: 3 clusters Score -2171230 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2171260.750000 Penalty: 4875.040527
	Iteration 24Q: 3 clusters Score -2171261 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2171302.250000 Penalty: 4875.040527
	Iteration 25Q: 3 clusters Score -2171302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2171330.750000 Penalty: 4875.040527
	Iteration 26Q: 3 clusters Score -2171331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2171352.000000 Penalty: 4875.040527
	Iteration 27Q: 3 clusters Score -2171352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2171362.000000 Penalty: 4875.040527
	Iteration 28Q: 3 clusters Score -2171362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2171382.500000 Penalty: 4875.040527
	Iteration 29Q: 3 clusters Score -2171382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2171389.500000 Penalty: 4875.040527
	Iteration 30Q: 3 clusters Score -2171390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2171399.500000 Penalty: 4875.040527
	Iteration 31Q: 3 clusters Score -2171400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2171405.000000 Penalty: 4875.040527
	Iteration 32Q: 3 clusters Score -2171405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2171415.750000 Penalty: 4875.040527
	Iteration 33Q: 3 clusters Score -2171416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2171424.500000 Penalty: 4875.040527
	Iteration 34Q: 3 clusters Score -2171424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2171427.750000 Penalty: 4875.040527
	Iteration 35Q: 3 clusters Score -2171428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2171433.250000 Penalty: 4875.040527
	Iteration 36Q: 3 clusters Score -2171433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2171440.250000 Penalty: 4875.040527
	Iteration 37Q: 3 clusters Score -2171440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2171441.500000 Penalty: 4875.040527
	Iteration 38Q: 3 clusters Score -2171442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2171451.250000 Penalty: 4875.040527
	Iteration 39Q: 3 clusters Score -2171451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2171456.500000 Penalty: 4875.040527
	Iteration 40F: 3 clusters Score -2171456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2171461.750000 Penalty: 4875.040527
	Iteration 41Q: 3 clusters Score -2171462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2171466.750000 Penalty: 4875.040527
	Iteration 42Q: 3 clusters Score -2171467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2171475.500000 Penalty: 4875.040527
	Iteration 43Q: 3 clusters Score -2171476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2171474.250000 Penalty: 4875.040527
	Iteration 44Q: 3 clusters Score -2171474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2171476.750000 Penalty: 4875.040527
	Iteration 45Q: 3 clusters Score -2171477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2171481.750000 Penalty: 4875.040527
	Iteration 46Q: 3 clusters Score -2171482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2171480.500000 Penalty: 4875.040527
	Iteration 47Q: 3 clusters Score -2171480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2171482.750000 Penalty: 4875.040527
	Iteration 48Q: 3 clusters Score -2171483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2171486.500000 Penalty: 4875.040527
	Iteration 49Q: 3 clusters Score -2171486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2171483.500000 Penalty: 4875.040527
	Iteration 50Q: 3 clusters Score -2171484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2171486.750000 Penalty: 4875.040527
	Iteration 51Q: 3 clusters Score -2171487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2171484.500000 Penalty: 4875.040527
	Iteration 52Q: 3 clusters Score -2171484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2171484.750000 Penalty: 4875.040527
	Iteration 53Q: 3 clusters Score -2171485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2171485.250000 Penalty: 4875.040527
	Iteration 54Q: 3 clusters Score -2171485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2171489.750000 Penalty: 4875.040527
	Iteration 55Q: 3 clusters Score -2171490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2171490.000000 Penalty: 4875.040527
	Iteration 56Q: 3 clusters Score -2171490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2171490.500000 Penalty: 4875.040527
	Iteration 57Q: 3 clusters Score -2171490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2171488.500000 Penalty: 4875.040527
	Iteration 58Q: 3 clusters Score -2171488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2171495.500000 Penalty: 4875.040527
	Iteration 59Q: 3 clusters Score -2171496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2171492.000000 Penalty: 4875.040527
	Iteration 60F: 3 clusters Score -2171492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2171491.750000 Penalty: 4875.040527
	Iteration 61Q: 3 clusters Score -2171492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2171494.500000 Penalty: 4875.040527
	Iteration 62Q: 3 clusters Score -2171494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2171496.500000 Penalty: 4875.040527
	Iteration 63Q: 3 clusters Score -2171496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2171498.500000 Penalty: 4875.040527
	Iteration 64Q: 3 clusters Score -2171498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2171503.250000 Penalty: 4875.040527
	Iteration 65Q: 3 clusters Score -2171503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2171501.250000 Penalty: 4875.040527
	Iteration 66Q: 3 clusters Score -2171501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2171507.500000 Penalty: 4875.040527
	Iteration 67Q: 3 clusters Score -2171508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2171509.500000 Penalty: 4875.040527
	Iteration 68Q: 3 clusters Score -2171510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2171508.750000 Penalty: 4875.040527
	Iteration 69Q: 3 clusters Score -2171509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2171512.250000 Penalty: 4875.040527
	Iteration 70Q: 3 clusters Score -2171512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2171514.750000 Penalty: 4875.040527
	Iteration 71Q: 3 clusters Score -2171515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2171514.750000 Penalty: 4875.040527
	Iteration 72Q: 3 clusters Score -2171515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2171514.000000 Penalty: 4875.040527
	Iteration 73Q: 3 clusters Score -2171514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2171514.000000 Penalty: 4875.040527
	Iteration 74F: 3 clusters Score -2171514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180432 members 
Entering Unmasked Estep 
Score: -20932220.000000 Penalty: 3001.571045
	Iteration 0F: 2 clusters Score -2.093222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 90412 members 
Entering Unmasked Estep 
Score: -20814588.000000 Penalty: 6003.142090
	Iteration 0F: 3 clusters Score -2.081459e+07 nChanged 86571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85299 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -20865898.000000 Penalty: 6003.142090
	Iteration 1F: 3 clusters Score -2.08659e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 98092 members 
Entering Unmasked Estep 
Score: -20868236.000000 Penalty: 6003.142090
	Iteration 2Q: 3 clusters Score -2.086824e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -20872306.000000 Penalty: 6003.142090
	Iteration 3Q: 3 clusters Score -2.087231e+07 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70402 members 
Mstep: Class 2 contains 110030 members 
Entering Unmasked Estep 
Score: -20878396.000000 Penalty: 6003.142090
	Iteration 4F: 3 clusters Score -2.08784e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 119976 members 
Entering Unmasked Estep 
Score: -20888160.000000 Penalty: 6003.142090
	Iteration 5F: 3 clusters Score -2.088816e+07 nChanged 14562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 131444 members 
Entering Unmasked Estep 
Score: -20901182.000000 Penalty: 6003.142090
	Iteration 6F: 3 clusters Score -2.090118e+07 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 141366 members 
Entering Unmasked Estep 
Score: -20914156.000000 Penalty: 6003.142090
	Iteration 7F: 3 clusters Score -2.091416e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 147390 members 
Entering Unmasked Estep 
Score: -20922436.000000 Penalty: 6003.142090
	Iteration 8Q: 3 clusters Score -2.092244e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 150723 members 
Entering Unmasked Estep 
Score: -20925440.000000 Penalty: 6003.142090
	Iteration 9Q: 3 clusters Score -2.092544e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 153157 members 
Entering Unmasked Estep 
Score: -20926802.000000 Penalty: 6003.142090
	Iteration 10Q: 3 clusters Score -2.09268e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 155257 members 
Entering Unmasked Estep 
Score: -20927600.000000 Penalty: 6003.142090
	Iteration 11Q: 3 clusters Score -2.09276e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 157271 members 
Entering Unmasked Estep 
Score: -20928204.000000 Penalty: 6003.142090
	Iteration 12Q: 3 clusters Score -2.09282e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 159100 members 
Entering Unmasked Estep 
Score: -20928730.000000 Penalty: 6003.142090
	Iteration 13Q: 3 clusters Score -2.092873e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 160777 members 
Entering Unmasked Estep 
Score: -20929044.000000 Penalty: 6003.142090
	Iteration 14Q: 3 clusters Score -2.092904e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 162293 members 
Entering Unmasked Estep 
Score: -20929378.000000 Penalty: 6003.142090
	Iteration 15Q: 3 clusters Score -2.092938e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 163683 members 
Entering Unmasked Estep 
Score: -20929678.000000 Penalty: 6003.142090
	Iteration 16Q: 3 clusters Score -2.092968e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 164950 members 
Entering Unmasked Estep 
Score: -20929914.000000 Penalty: 6003.142090
	Iteration 17Q: 3 clusters Score -2.092991e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 166120 members 
Entering Unmasked Estep 
Score: -20930092.000000 Penalty: 6003.142090
	Iteration 18Q: 3 clusters Score -2.093009e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 167204 members 
Entering Unmasked Estep 
Score: -20930364.000000 Penalty: 6003.142090
	Iteration 19Q: 3 clusters Score -2.093036e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 168228 members 
Entering Unmasked Estep 
Score: -20930582.000000 Penalty: 6003.142090
	Iteration 20F: 3 clusters Score -2.093058e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 169181 members 
Entering Unmasked Estep 
Score: -20930796.000000 Penalty: 6003.142090
	Iteration 21Q: 3 clusters Score -2.09308e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 170001 members 
Entering Unmasked Estep 
Score: -20930994.000000 Penalty: 6003.142090
	Iteration 22Q: 3 clusters Score -2.093099e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 170749 members 
Entering Unmasked Estep 
Score: -20931086.000000 Penalty: 6003.142090
	Iteration 23Q: 3 clusters Score -2.093109e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 171434 members 
Entering Unmasked Estep 
Score: -20931226.000000 Penalty: 6003.142090
	Iteration 24Q: 3 clusters Score -2.093123e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 172020 members 
Entering Unmasked Estep 
Score: -20931220.000000 Penalty: 6003.142090
	Iteration 25Q: 3 clusters Score -2.093122e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 172516 members 
Entering Unmasked Estep 
Score: -20931212.000000 Penalty: 6003.142090
	Iteration 26Q: 3 clusters Score -2.093121e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 173012 members 
Entering Unmasked Estep 
Score: -20931290.000000 Penalty: 6003.142090
	Iteration 27Q: 3 clusters Score -2.093129e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 173458 members 
Entering Unmasked Estep 
Score: -20931292.000000 Penalty: 6003.142090
	Iteration 28Q: 3 clusters Score -2.093129e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 173861 members 
Entering Unmasked Estep 
Score: -20931322.000000 Penalty: 6003.142090
	Iteration 29Q: 3 clusters Score -2.093132e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 174212 members 
Entering Unmasked Estep 
Score: -20931332.000000 Penalty: 6003.142090
	Iteration 30Q: 3 clusters Score -2.093133e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 174539 members 
Entering Unmasked Estep 
Score: -20931328.000000 Penalty: 6003.142090
	Iteration 31Q: 3 clusters Score -2.093133e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 174826 members 
Entering Unmasked Estep 
Score: -20931374.000000 Penalty: 6003.142090
	Iteration 32Q: 3 clusters Score -2.093137e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 175041 members 
Entering Unmasked Estep 
Score: -20931422.000000 Penalty: 6003.142090
	Iteration 33Q: 3 clusters Score -2.093142e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 175251 members 
Entering Unmasked Estep 
Score: -20931518.000000 Penalty: 6003.142090
	Iteration 34Q: 3 clusters Score -2.093152e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 175425 members 
Entering Unmasked Estep 
Score: -20931536.000000 Penalty: 6003.142090
	Iteration 35Q: 3 clusters Score -2.093154e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 175600 members 
Entering Unmasked Estep 
Score: -20931522.000000 Penalty: 6003.142090
	Iteration 36Q: 3 clusters Score -2.093152e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -20931540.000000 Penalty: 6003.142090
	Iteration 37Q: 3 clusters Score -2.093154e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 175859 members 
Entering Unmasked Estep 
Score: -20931544.000000 Penalty: 6003.142090
	Iteration 38Q: 3 clusters Score -2.093154e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 175950 members 
Entering Unmasked Estep 
Score: -20931576.000000 Penalty: 6003.142090
	Iteration 39Q: 3 clusters Score -2.093158e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 176039 members 
Entering Unmasked Estep 
Score: -20931606.000000 Penalty: 6003.142090
	Iteration 40F: 3 clusters Score -2.093161e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 176123 members 
Entering Unmasked Estep 
Score: -20931616.000000 Penalty: 6003.142090
	Iteration 41Q: 3 clusters Score -2.093162e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 176204 members 
Entering Unmasked Estep 
Score: -20931630.000000 Penalty: 6003.142090
	Iteration 42Q: 3 clusters Score -2.093163e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 176276 members 
Entering Unmasked Estep 
Score: -20931634.000000 Penalty: 6003.142090
	Iteration 43Q: 3 clusters Score -2.093163e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 176356 members 
Entering Unmasked Estep 
Score: -20931674.000000 Penalty: 6003.142090
	Iteration 44Q: 3 clusters Score -2.093167e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 176420 members 
Entering Unmasked Estep 
Score: -20931666.000000 Penalty: 6003.142090
	Iteration 45Q: 3 clusters Score -2.093167e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 176478 members 
Entering Unmasked Estep 
Score: -20931660.000000 Penalty: 6003.142090
	Iteration 46Q: 3 clusters Score -2.093166e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 176537 members 
Entering Unmasked Estep 
Score: -20931688.000000 Penalty: 6003.142090
	Iteration 47Q: 3 clusters Score -2.093169e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 176580 members 
Entering Unmasked Estep 
Score: -20931678.000000 Penalty: 6003.142090
	Iteration 48Q: 3 clusters Score -2.093168e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 176628 members 
Entering Unmasked Estep 
Score: -20931654.000000 Penalty: 6003.142090
	Iteration 49Q: 3 clusters Score -2.093165e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 176679 members 
Entering Unmasked Estep 
Score: -20931658.000000 Penalty: 6003.142090
	Iteration 50Q: 3 clusters Score -2.093166e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 176722 members 
Entering Unmasked Estep 
Score: -20931646.000000 Penalty: 6003.142090
	Iteration 51Q: 3 clusters Score -2.093165e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 176758 members 
Entering Unmasked Estep 
Score: -20931594.000000 Penalty: 6003.142090
	Iteration 52Q: 3 clusters Score -2.093159e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 176783 members 
Entering Unmasked Estep 
Score: -20931614.000000 Penalty: 6003.142090
	Iteration 53Q: 3 clusters Score -2.093161e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 176816 members 
Entering Unmasked Estep 
Score: -20931614.000000 Penalty: 6003.142090
	Iteration 54Q: 3 clusters Score -2.093161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 176831 members 
Entering Unmasked Estep 
Score: -20931660.000000 Penalty: 6003.142090
	Iteration 55Q: 3 clusters Score -2.093166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 176845 members 
Entering Unmasked Estep 
Score: -20931664.000000 Penalty: 6003.142090
	Iteration 56Q: 3 clusters Score -2.093166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 176854 members 
Entering Unmasked Estep 
Score: -20931656.000000 Penalty: 6003.142090
	Iteration 57Q: 3 clusters Score -2.093166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 176859 members 
Entering Unmasked Estep 
Score: -20931648.000000 Penalty: 6003.142090
	Iteration 58Q: 3 clusters Score -2.093165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 176863 members 
Entering Unmasked Estep 
Score: -20931644.000000 Penalty: 6003.142090
	Iteration 59Q: 3 clusters Score -2.093164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 176864 members 
Entering Unmasked Estep 
Score: -20931636.000000 Penalty: 6003.142090
	Iteration 60F: 3 clusters Score -2.093164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 176866 members 
Entering Unmasked Estep 
Score: -20931640.000000 Penalty: 6003.142090
	Iteration 61Q: 3 clusters Score -2.093164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 176869 members 
Entering Unmasked Estep 
Score: -20931646.000000 Penalty: 6003.142090
	Iteration 62Q: 3 clusters Score -2.093165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 176870 members 
Entering Unmasked Estep 
Score: -20931634.000000 Penalty: 6003.142090
	Iteration 63Q: 3 clusters Score -2.093163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 176874 members 
Entering Unmasked Estep 
Score: -20931642.000000 Penalty: 6003.142090
	Iteration 64Q: 3 clusters Score -2.093164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 176877 members 
Entering Unmasked Estep 
Score: -20931642.000000 Penalty: 6003.142090
	Iteration 65Q: 3 clusters Score -2.093164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 176878 members 
Entering Unmasked Estep 
Score: -20931644.000000 Penalty: 6003.142090
	Iteration 66Q: 3 clusters Score -2.093164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 176879 members 
Entering Unmasked Estep 
Score: -20931642.000000 Penalty: 6003.142090
	Iteration 67Q: 3 clusters Score -2.093164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 176880 members 
Entering Unmasked Estep 
Score: -20931636.000000 Penalty: 6003.142090
	Iteration 68Q: 3 clusters Score -2.093164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 176882 members 
Entering Unmasked Estep 
Score: -20931656.000000 Penalty: 6003.142090
	Iteration 69Q: 3 clusters Score -2.093166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 176889 members 
Entering Unmasked Estep 
Score: -20931638.000000 Penalty: 6003.142090
	Iteration 70Q: 3 clusters Score -2.093164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 176895 members 
Entering Unmasked Estep 
Score: -20931632.000000 Penalty: 6003.142090
	Iteration 71Q: 3 clusters Score -2.093163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 176899 members 
Entering Unmasked Estep 
Score: -20931632.000000 Penalty: 6003.142090
	Iteration 72Q: 3 clusters Score -2.093163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 176904 members 
Entering Unmasked Estep 
Score: -20931624.000000 Penalty: 6003.142090
	Iteration 73Q: 3 clusters Score -2.093162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 176910 members 
Entering Unmasked Estep 
Score: -20931626.000000 Penalty: 6003.142090
	Iteration 74Q: 3 clusters Score -2.093163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 176915 members 
Entering Unmasked Estep 
Score: -20931640.000000 Penalty: 6003.142090
	Iteration 75Q: 3 clusters Score -2.093164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 176923 members 
Entering Unmasked Estep 
Score: -20931618.000000 Penalty: 6003.142090
	Iteration 76Q: 3 clusters Score -2.093162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 176931 members 
Entering Unmasked Estep 
Score: -20931610.000000 Penalty: 6003.142090
	Iteration 77Q: 3 clusters Score -2.093161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 176938 members 
Entering Unmasked Estep 
Score: -20931606.000000 Penalty: 6003.142090
	Iteration 78Q: 3 clusters Score -2.093161e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 176953 members 
Entering Unmasked Estep 
Score: -20931606.000000 Penalty: 6003.142090
	Iteration 79Q: 3 clusters Score -2.093161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 176965 members 
Entering Unmasked Estep 
Score: -20931594.000000 Penalty: 6003.142090
	Iteration 80F: 3 clusters Score -2.093159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 176979 members 
Entering Unmasked Estep 
Score: -20931612.000000 Penalty: 6003.142090
	Iteration 81Q: 3 clusters Score -2.093161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 176991 members 
Entering Unmasked Estep 
Score: -20931614.000000 Penalty: 6003.142090
	Iteration 82Q: 3 clusters Score -2.093161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 177005 members 
Entering Unmasked Estep 
Score: -20931600.000000 Penalty: 6003.142090
	Iteration 83Q: 3 clusters Score -2.09316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 177013 members 
Entering Unmasked Estep 
Score: -20931612.000000 Penalty: 6003.142090
	Iteration 84Q: 3 clusters Score -2.093161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 177017 members 
Entering Unmasked Estep 
Score: -20931598.000000 Penalty: 6003.142090
	Iteration 85Q: 3 clusters Score -2.09316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 177022 members 
Entering Unmasked Estep 
Score: -20931594.000000 Penalty: 6003.142090
	Iteration 86Q: 3 clusters Score -2.093159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 177029 members 
Entering Unmasked Estep 
Score: -20931588.000000 Penalty: 6003.142090
	Iteration 87Q: 3 clusters Score -2.093159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 177039 members 
Entering Unmasked Estep 
Score: -20931570.000000 Penalty: 6003.142090
	Iteration 88Q: 3 clusters Score -2.093157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 177050 members 
Entering Unmasked Estep 
Score: -20931582.000000 Penalty: 6003.142090
	Iteration 89Q: 3 clusters Score -2.093158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 177057 members 
Entering Unmasked Estep 
Score: -20931608.000000 Penalty: 6003.142090
	Iteration 90Q: 3 clusters Score -2.093161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 177063 members 
Entering Unmasked Estep 
Score: -20931598.000000 Penalty: 6003.142090
	Iteration 91Q: 3 clusters Score -2.09316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 177066 members 
Entering Unmasked Estep 
Score: -20931590.000000 Penalty: 6003.142090
	Iteration 92Q: 3 clusters Score -2.093159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 177071 members 
Entering Unmasked Estep 
Score: -20931588.000000 Penalty: 6003.142090
	Iteration 93Q: 3 clusters Score -2.093159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 177074 members 
Entering Unmasked Estep 
Score: -20931586.000000 Penalty: 6003.142090
	Iteration 94Q: 3 clusters Score -2.093159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 177075 members 
Entering Unmasked Estep 
Score: -20931588.000000 Penalty: 6003.142090
	Iteration 95Q: 3 clusters Score -2.093159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 177076 members 
Entering Unmasked Estep 
Score: -20931592.000000 Penalty: 6003.142090
	Iteration 96Q: 3 clusters Score -2.093159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 177077 members 
Entering Unmasked Estep 
Score: -20931602.000000 Penalty: 6003.142090
	Iteration 97Q: 3 clusters Score -2.09316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 177079 members 
Entering Unmasked Estep 
Score: -20931590.000000 Penalty: 6003.142090
	Iteration 98Q: 3 clusters Score -2.093159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 177082 members 
Entering Unmasked Estep 
Score: -20931600.000000 Penalty: 6003.142090
	Iteration 99Q: 3 clusters Score -2.09316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 177082 members 
Entering Unmasked Estep 
Score: -20931600.000000 Penalty: 6003.142090
	Iteration 100F: 3 clusters Score -2.09316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -286497.312500 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -286497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -283486.343750 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -283486.3 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -284040.687500 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -284040.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -284209.937500 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -284209.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -284295.437500 Penalty: 3895.195312
	Iteration 3Q: 3 clusters Score -284295.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -284355.718750 Penalty: 3895.195312
	Iteration 4Q: 3 clusters Score -284355.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -284397.656250 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -284397.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -284440.343750 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -284440.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -284475.468750 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -284475.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -284501.062500 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -284501.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -284523.906250 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -284523.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -284552.937500 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -284552.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -284573.125000 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -284573.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -284593.187500 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -284593.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -284609.718750 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -284609.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -284625.156250 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -284625.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -284637.687500 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -284637.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -284646.156250 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -284646.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -284652.593750 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -284652.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -284663.593750 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -284663.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -284671.218750 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -284671.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -284674.000000 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -284674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -284676.500000 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -284676.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -284678.875000 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -284678.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -284682.500000 Penalty: 3895.195312
	Iteration 23Q: 3 clusters Score -284682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -284683.531250 Penalty: 3895.195312
	Iteration 24Q: 3 clusters Score -284683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -284684.187500 Penalty: 3895.195312
	Iteration 25Q: 3 clusters Score -284684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -284685.406250 Penalty: 3895.195312
	Iteration 26Q: 3 clusters Score -284685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -284688.812500 Penalty: 3895.195312
	Iteration 27Q: 3 clusters Score -284688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -284689.937500 Penalty: 3895.195312
	Iteration 28Q: 3 clusters Score -284689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -284690.843750 Penalty: 3895.195312
	Iteration 29Q: 3 clusters Score -284690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -284690.781250 Penalty: 3895.195312
	Iteration 30Q: 3 clusters Score -284690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -284691.125000 Penalty: 3895.195312
	Iteration 31Q: 3 clusters Score -284691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -284691.125000 Penalty: 3895.195312
	Iteration 32F: 3 clusters Score -284691.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -134170.140625 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -134170.1 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 648 members 
Entering Unmasked Estep 
Score: -132078.359375 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -132078.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132486.187500 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -132486.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -132626.562500 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -132626.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132727.203125 Penalty: 3552.549072
	Iteration 3Q: 3 clusters Score -132727.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -132822.609375 Penalty: 3552.549072
	Iteration 4Q: 3 clusters Score -132822.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -132912.718750 Penalty: 3552.549072
	Iteration 5Q: 3 clusters Score -132912.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -132998.812500 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -132998.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -133068.406250 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -133068.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -133130.562500 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -133130.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -133183.703125 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -133183.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -133252.156250 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -133252.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -133344.562500 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -133344.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -133417.156250 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -133417.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -133467.281250 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -133467.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -133495.453125 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -133495.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -133503.843750 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -133503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -133508.906250 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -133508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -133515.750000 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -133515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -133521.375000 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -133521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -133524.375000 Penalty: 3552.549072
	Iteration 19Q: 3 clusters Score -133524.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -133531.265625 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -133531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -133572.859375 Penalty: 3552.549072
	Iteration 21Q: 3 clusters Score -133572.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -133578.390625 Penalty: 3552.549072
	Iteration 22Q: 3 clusters Score -133578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -133579.468750 Penalty: 3552.549072
	Iteration 23Q: 3 clusters Score -133579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -133583.718750 Penalty: 3552.549072
	Iteration 24Q: 3 clusters Score -133583.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -133586.671875 Penalty: 3552.549072
	Iteration 25Q: 3 clusters Score -133586.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -133586.671875 Penalty: 3552.549072
	Iteration 26F: 3 clusters Score -133586.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Entering Unmasked Estep 
Score: -3325901.000000 Penalty: 2545.218750
	Iteration 0F: 2 clusters Score -3325901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3306185.500000 Penalty: 5090.437500
	Iteration 0F: 3 clusters Score -3306186 nChanged 12815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -3313204.500000 Penalty: 5090.437500
	Iteration 1F: 3 clusters Score -3313204 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3313755.000000 Penalty: 5090.437500
	Iteration 2Q: 3 clusters Score -3313755 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3314278.750000 Penalty: 5090.437500
	Iteration 3Q: 3 clusters Score -3314279 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3314740.000000 Penalty: 5090.437500
	Iteration 4Q: 3 clusters Score -3314740 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3315144.500000 Penalty: 5090.437500
	Iteration 5Q: 3 clusters Score -3315144 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3315513.250000 Penalty: 5090.437500
	Iteration 6Q: 3 clusters Score -3315513 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3315860.000000 Penalty: 5090.437500
	Iteration 7Q: 3 clusters Score -3315860 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3316272.000000 Penalty: 5090.437500
	Iteration 8Q: 3 clusters Score -3316272 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3316785.000000 Penalty: 5090.437500
	Iteration 9Q: 3 clusters Score -3316785 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -3317448.000000 Penalty: 5090.437500
	Iteration 10Q: 3 clusters Score -3317448 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3318336.250000 Penalty: 5090.437500
	Iteration 11Q: 3 clusters Score -3318336 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3319430.000000 Penalty: 5090.437500
	Iteration 12F: 3 clusters Score -3319430 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3320553.500000 Penalty: 5090.437500
	Iteration 13F: 3 clusters Score -3320554 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3321599.000000 Penalty: 5090.437500
	Iteration 14Q: 3 clusters Score -3321599 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -3322470.250000 Penalty: 5090.437500
	Iteration 15Q: 3 clusters Score -3322470 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3323060.750000 Penalty: 5090.437500
	Iteration 16Q: 3 clusters Score -3323061 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3323473.000000 Penalty: 5090.437500
	Iteration 17Q: 3 clusters Score -3323473 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3323854.500000 Penalty: 5090.437500
	Iteration 18Q: 3 clusters Score -3323854 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3324129.250000 Penalty: 5090.437500
	Iteration 19Q: 3 clusters Score -3324129 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3324334.750000 Penalty: 5090.437500
	Iteration 20F: 3 clusters Score -3324335 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3324447.000000 Penalty: 5090.437500
	Iteration 21Q: 3 clusters Score -3324447 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -3324540.750000 Penalty: 5090.437500
	Iteration 22Q: 3 clusters Score -3324541 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3324612.000000 Penalty: 5090.437500
	Iteration 23Q: 3 clusters Score -3324612 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3324653.250000 Penalty: 5090.437500
	Iteration 24Q: 3 clusters Score -3324653 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3324685.000000 Penalty: 5090.437500
	Iteration 25Q: 3 clusters Score -3324685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -3324706.250000 Penalty: 5090.437500
	Iteration 26Q: 3 clusters Score -3324706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3324726.500000 Penalty: 5090.437500
	Iteration 27Q: 3 clusters Score -3324726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3324729.750000 Penalty: 5090.437500
	Iteration 28Q: 3 clusters Score -3324730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3324729.500000 Penalty: 5090.437500
	Iteration 29Q: 3 clusters Score -3324730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3324734.250000 Penalty: 5090.437500
	Iteration 30Q: 3 clusters Score -3324734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3324736.500000 Penalty: 5090.437500
	Iteration 31Q: 3 clusters Score -3324736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3324748.750000 Penalty: 5090.437500
	Iteration 32Q: 3 clusters Score -3324749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3324750.000000 Penalty: 5090.437500
	Iteration 33Q: 3 clusters Score -3324750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3324755.000000 Penalty: 5090.437500
	Iteration 34Q: 3 clusters Score -3324755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3324755.750000 Penalty: 5090.437500
	Iteration 35Q: 3 clusters Score -3324756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3324755.000000 Penalty: 5090.437500
	Iteration 36Q: 3 clusters Score -3324755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3324758.750000 Penalty: 5090.437500
	Iteration 37Q: 3 clusters Score -3324759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3324758.750000 Penalty: 5090.437500
	Iteration 38F: 3 clusters Score -3324759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -20353.580078 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -20353.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19266.484375 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -19266.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19320.490234 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -19320.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19338.193359 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -19338.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19350.904297 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -19350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19350.904297 Penalty: 2637.787598
	Iteration 4F: 3 clusters Score -19350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111921 members 
Entering Unmasked Estep 
Score: -13148201.000000 Penalty: 2883.135986
	Iteration 0F: 2 clusters Score -1.31482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -13073014.000000 Penalty: 5766.271973
	Iteration 0F: 3 clusters Score -1.307301e+07 nChanged 53171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -13103484.000000 Penalty: 5766.271973
	Iteration 1F: 3 clusters Score -1.310348e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -13104283.000000 Penalty: 5766.271973
	Iteration 2Q: 3 clusters Score -1.310428e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -13105104.000000 Penalty: 5766.271973
	Iteration 3Q: 3 clusters Score -1.31051e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -13106158.000000 Penalty: 5766.271973
	Iteration 4Q: 3 clusters Score -1.310616e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -13107276.000000 Penalty: 5766.271973
	Iteration 5Q: 3 clusters Score -1.310728e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -13108916.000000 Penalty: 5766.271973
	Iteration 6Q: 3 clusters Score -1.310892e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -13111377.000000 Penalty: 5766.271973
	Iteration 7Q: 3 clusters Score -1.311138e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -13115155.000000 Penalty: 5766.271973
	Iteration 8F: 3 clusters Score -1.311516e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -13120563.000000 Penalty: 5766.271973
	Iteration 9F: 3 clusters Score -1.312056e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -13126949.000000 Penalty: 5766.271973
	Iteration 10F: 3 clusters Score -1.312695e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93553 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -13133122.000000 Penalty: 5766.271973
	Iteration 11F: 3 clusters Score -1.313312e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98169 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -13137768.000000 Penalty: 5766.271973
	Iteration 12Q: 3 clusters Score -1.313777e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -13140680.000000 Penalty: 5766.271973
	Iteration 13Q: 3 clusters Score -1.314068e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103082 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -13142336.000000 Penalty: 5766.271973
	Iteration 14Q: 3 clusters Score -1.314234e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -13143234.000000 Penalty: 5766.271973
	Iteration 15Q: 3 clusters Score -1.314323e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -13143933.000000 Penalty: 5766.271973
	Iteration 16Q: 3 clusters Score -1.314393e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106380 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -13144361.000000 Penalty: 5766.271973
	Iteration 17Q: 3 clusters Score -1.314436e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107106 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -13144710.000000 Penalty: 5766.271973
	Iteration 18Q: 3 clusters Score -1.314471e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107703 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -13145065.000000 Penalty: 5766.271973
	Iteration 19Q: 3 clusters Score -1.314506e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -13145250.000000 Penalty: 5766.271973
	Iteration 20F: 3 clusters Score -1.314525e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -13145363.000000 Penalty: 5766.271973
	Iteration 21Q: 3 clusters Score -1.314536e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108862 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -13145555.000000 Penalty: 5766.271973
	Iteration 22Q: 3 clusters Score -1.314556e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109120 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -13145651.000000 Penalty: 5766.271973
	Iteration 23Q: 3 clusters Score -1.314565e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109336 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -13145733.000000 Penalty: 5766.271973
	Iteration 24Q: 3 clusters Score -1.314573e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -13145803.000000 Penalty: 5766.271973
	Iteration 25Q: 3 clusters Score -1.31458e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109609 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -13145853.000000 Penalty: 5766.271973
	Iteration 26Q: 3 clusters Score -1.314585e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109707 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -13145882.000000 Penalty: 5766.271973
	Iteration 27Q: 3 clusters Score -1.314588e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109793 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -13145923.000000 Penalty: 5766.271973
	Iteration 28Q: 3 clusters Score -1.314592e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109862 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -13145939.000000 Penalty: 5766.271973
	Iteration 29Q: 3 clusters Score -1.314594e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109916 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -13145958.000000 Penalty: 5766.271973
	Iteration 30Q: 3 clusters Score -1.314596e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -13145951.000000 Penalty: 5766.271973
	Iteration 31Q: 3 clusters Score -1.314595e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -13145964.000000 Penalty: 5766.271973
	Iteration 32Q: 3 clusters Score -1.314596e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110044 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -13145983.000000 Penalty: 5766.271973
	Iteration 33Q: 3 clusters Score -1.314598e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110080 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -13145988.000000 Penalty: 5766.271973
	Iteration 34Q: 3 clusters Score -1.314599e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110112 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -13145998.000000 Penalty: 5766.271973
	Iteration 35Q: 3 clusters Score -1.3146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -13146012.000000 Penalty: 5766.271973
	Iteration 36Q: 3 clusters Score -1.314601e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -13146016.000000 Penalty: 5766.271973
	Iteration 37Q: 3 clusters Score -1.314602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110168 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -13146026.000000 Penalty: 5766.271973
	Iteration 38Q: 3 clusters Score -1.314603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110178 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -13146017.000000 Penalty: 5766.271973
	Iteration 39Q: 3 clusters Score -1.314602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110193 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -13146019.000000 Penalty: 5766.271973
	Iteration 40F: 3 clusters Score -1.314602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110208 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -13146028.000000 Penalty: 5766.271973
	Iteration 41Q: 3 clusters Score -1.314603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110223 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -13146047.000000 Penalty: 5766.271973
	Iteration 42Q: 3 clusters Score -1.314605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110237 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -13146055.000000 Penalty: 5766.271973
	Iteration 43Q: 3 clusters Score -1.314606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110256 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -13146067.000000 Penalty: 5766.271973
	Iteration 44Q: 3 clusters Score -1.314607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110264 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -13146058.000000 Penalty: 5766.271973
	Iteration 45Q: 3 clusters Score -1.314606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110278 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -13146053.000000 Penalty: 5766.271973
	Iteration 46Q: 3 clusters Score -1.314605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -13146049.000000 Penalty: 5766.271973
	Iteration 47Q: 3 clusters Score -1.314605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -13146058.000000 Penalty: 5766.271973
	Iteration 48Q: 3 clusters Score -1.314606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -13146048.000000 Penalty: 5766.271973
	Iteration 49Q: 3 clusters Score -1.314605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110312 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -13146060.000000 Penalty: 5766.271973
	Iteration 50Q: 3 clusters Score -1.314606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110322 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -13146054.000000 Penalty: 5766.271973
	Iteration 51Q: 3 clusters Score -1.314605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110329 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -13146069.000000 Penalty: 5766.271973
	Iteration 52Q: 3 clusters Score -1.314607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110334 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -13146071.000000 Penalty: 5766.271973
	Iteration 53Q: 3 clusters Score -1.314607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110336 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13146077.000000 Penalty: 5766.271973
	Iteration 54Q: 3 clusters Score -1.314608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110337 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -13146080.000000 Penalty: 5766.271973
	Iteration 55Q: 3 clusters Score -1.314608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110337 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -13146080.000000 Penalty: 5766.271973
	Iteration 56F: 3 clusters Score -1.314608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92321.804688 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92321.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90514.148438 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90514.15 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90783.664062 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -90783.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90885.789062 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -90885.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90925.382812 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -90925.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -90958.218750 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -90958.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90984.359375 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -90984.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90989.359375 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -90989.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90996.671875 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -90996.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91002.906250 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -91002.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91007.640625 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -91007.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91017.601562 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -91017.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91022.257812 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -91022.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91026.640625 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -91026.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91027.617188 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -91027.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91027.617188 Penalty: 3342.123535
	Iteration 14F: 3 clusters Score -91027.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Entering Unmasked Estep 
Score: -2615589.000000 Penalty: 2482.960693
	Iteration 0F: 2 clusters Score -2615589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2599915.750000 Penalty: 4965.921387
	Iteration 0F: 3 clusters Score -2599916 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2605394.250000 Penalty: 4965.921387
	Iteration 1F: 3 clusters Score -2605394 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2605985.750000 Penalty: 4965.921387
	Iteration 2F: 3 clusters Score -2605986 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2606622.000000 Penalty: 4965.921387
	Iteration 3F: 3 clusters Score -2606622 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2607314.250000 Penalty: 4965.921387
	Iteration 4F: 3 clusters Score -2607314 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2608085.250000 Penalty: 4965.921387
	Iteration 5F: 3 clusters Score -2608085 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2608960.000000 Penalty: 4965.921387
	Iteration 6F: 3 clusters Score -2608960 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2609855.750000 Penalty: 4965.921387
	Iteration 7F: 3 clusters Score -2609856 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2610696.750000 Penalty: 4965.921387
	Iteration 8F: 3 clusters Score -2610697 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2611421.250000 Penalty: 4965.921387
	Iteration 9F: 3 clusters Score -2611421 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2611860.250000 Penalty: 4965.921387
	Iteration 10Q: 3 clusters Score -2611860 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2612156.750000 Penalty: 4965.921387
	Iteration 11Q: 3 clusters Score -2612157 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2612380.500000 Penalty: 4965.921387
	Iteration 12Q: 3 clusters Score -2612380 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2612534.750000 Penalty: 4965.921387
	Iteration 13Q: 3 clusters Score -2612535 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2612680.250000 Penalty: 4965.921387
	Iteration 14Q: 3 clusters Score -2612680 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2612786.750000 Penalty: 4965.921387
	Iteration 15Q: 3 clusters Score -2612787 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2612901.500000 Penalty: 4965.921387
	Iteration 16Q: 3 clusters Score -2612902 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2613018.500000 Penalty: 4965.921387
	Iteration 17Q: 3 clusters Score -2613018 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2613113.750000 Penalty: 4965.921387
	Iteration 18Q: 3 clusters Score -2613114 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2613193.500000 Penalty: 4965.921387
	Iteration 19Q: 3 clusters Score -2613194 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2613258.250000 Penalty: 4965.921387
	Iteration 20F: 3 clusters Score -2613258 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2613322.250000 Penalty: 4965.921387
	Iteration 21Q: 3 clusters Score -2613322 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2613362.250000 Penalty: 4965.921387
	Iteration 22Q: 3 clusters Score -2613362 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2613420.250000 Penalty: 4965.921387
	Iteration 23Q: 3 clusters Score -2613420 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2613466.000000 Penalty: 4965.921387
	Iteration 24Q: 3 clusters Score -2613466 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2613490.500000 Penalty: 4965.921387
	Iteration 25Q: 3 clusters Score -2613490 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2613552.250000 Penalty: 4965.921387
	Iteration 26Q: 3 clusters Score -2613552 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2613601.250000 Penalty: 4965.921387
	Iteration 27Q: 3 clusters Score -2613601 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2613640.000000 Penalty: 4965.921387
	Iteration 28Q: 3 clusters Score -2613640 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2613673.750000 Penalty: 4965.921387
	Iteration 29Q: 3 clusters Score -2613674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2613713.750000 Penalty: 4965.921387
	Iteration 30Q: 3 clusters Score -2613714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2613748.750000 Penalty: 4965.921387
	Iteration 31Q: 3 clusters Score -2613749 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2613787.250000 Penalty: 4965.921387
	Iteration 32Q: 3 clusters Score -2613787 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2613796.500000 Penalty: 4965.921387
	Iteration 33Q: 3 clusters Score -2613796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2613807.000000 Penalty: 4965.921387
	Iteration 34Q: 3 clusters Score -2613807 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2613827.250000 Penalty: 4965.921387
	Iteration 35Q: 3 clusters Score -2613827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2613830.250000 Penalty: 4965.921387
	Iteration 36Q: 3 clusters Score -2613830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2613839.500000 Penalty: 4965.921387
	Iteration 37Q: 3 clusters Score -2613840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2613847.750000 Penalty: 4965.921387
	Iteration 38Q: 3 clusters Score -2613848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2613858.500000 Penalty: 4965.921387
	Iteration 39Q: 3 clusters Score -2613858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2613872.250000 Penalty: 4965.921387
	Iteration 40F: 3 clusters Score -2613872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2613879.250000 Penalty: 4965.921387
	Iteration 41Q: 3 clusters Score -2613879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2613884.750000 Penalty: 4965.921387
	Iteration 42Q: 3 clusters Score -2613885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2613891.750000 Penalty: 4965.921387
	Iteration 43Q: 3 clusters Score -2613892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2613900.000000 Penalty: 4965.921387
	Iteration 44Q: 3 clusters Score -2613900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2613916.000000 Penalty: 4965.921387
	Iteration 45Q: 3 clusters Score -2613916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2613921.000000 Penalty: 4965.921387
	Iteration 46Q: 3 clusters Score -2613921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2613932.250000 Penalty: 4965.921387
	Iteration 47Q: 3 clusters Score -2613932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2613939.500000 Penalty: 4965.921387
	Iteration 48Q: 3 clusters Score -2613940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2613943.500000 Penalty: 4965.921387
	Iteration 49Q: 3 clusters Score -2613944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2613943.000000 Penalty: 4965.921387
	Iteration 50Q: 3 clusters Score -2613943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2613947.000000 Penalty: 4965.921387
	Iteration 51Q: 3 clusters Score -2613947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2613952.250000 Penalty: 4965.921387
	Iteration 52Q: 3 clusters Score -2613952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2613955.000000 Penalty: 4965.921387
	Iteration 53Q: 3 clusters Score -2613955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2613956.500000 Penalty: 4965.921387
	Iteration 54Q: 3 clusters Score -2613956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2613957.250000 Penalty: 4965.921387
	Iteration 55Q: 3 clusters Score -2613957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2613963.500000 Penalty: 4965.921387
	Iteration 56Q: 3 clusters Score -2613964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2613970.750000 Penalty: 4965.921387
	Iteration 57Q: 3 clusters Score -2613971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2613970.500000 Penalty: 4965.921387
	Iteration 58Q: 3 clusters Score -2613970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2613971.750000 Penalty: 4965.921387
	Iteration 59Q: 3 clusters Score -2613972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2613977.250000 Penalty: 4965.921387
	Iteration 60F: 3 clusters Score -2613977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2613976.250000 Penalty: 4965.921387
	Iteration 61Q: 3 clusters Score -2613976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2613982.250000 Penalty: 4965.921387
	Iteration 62Q: 3 clusters Score -2613982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2613980.250000 Penalty: 4965.921387
	Iteration 63Q: 3 clusters Score -2613980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2613981.250000 Penalty: 4965.921387
	Iteration 64Q: 3 clusters Score -2613981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2613980.000000 Penalty: 4965.921387
	Iteration 65Q: 3 clusters Score -2613980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2613982.250000 Penalty: 4965.921387
	Iteration 66Q: 3 clusters Score -2613982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2613983.250000 Penalty: 4965.921387
	Iteration 67Q: 3 clusters Score -2613983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2613985.500000 Penalty: 4965.921387
	Iteration 68Q: 3 clusters Score -2613986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2613984.250000 Penalty: 4965.921387
	Iteration 69Q: 3 clusters Score -2613984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2613987.750000 Penalty: 4965.921387
	Iteration 70Q: 3 clusters Score -2613988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2613993.000000 Penalty: 4965.921387
	Iteration 71Q: 3 clusters Score -2613993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2613991.750000 Penalty: 4965.921387
	Iteration 72Q: 3 clusters Score -2613992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2613987.250000 Penalty: 4965.921387
	Iteration 73Q: 3 clusters Score -2613987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2613990.750000 Penalty: 4965.921387
	Iteration 74Q: 3 clusters Score -2613991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2613991.500000 Penalty: 4965.921387
	Iteration 75Q: 3 clusters Score -2613992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2613994.250000 Penalty: 4965.921387
	Iteration 76Q: 3 clusters Score -2613994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2613995.250000 Penalty: 4965.921387
	Iteration 77Q: 3 clusters Score -2613995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2613994.750000 Penalty: 4965.921387
	Iteration 78Q: 3 clusters Score -2613995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2613995.000000 Penalty: 4965.921387
	Iteration 79Q: 3 clusters Score -2613995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2613994.250000 Penalty: 4965.921387
	Iteration 80F: 3 clusters Score -2613994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2613989.500000 Penalty: 4965.921387
	Iteration 81Q: 3 clusters Score -2613990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2613989.750000 Penalty: 4965.921387
	Iteration 82Q: 3 clusters Score -2613990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2613997.250000 Penalty: 4965.921387
	Iteration 83Q: 3 clusters Score -2613997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2613994.250000 Penalty: 4965.921387
	Iteration 84Q: 3 clusters Score -2613994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2613991.000000 Penalty: 4965.921387
	Iteration 85Q: 3 clusters Score -2613991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2613991.000000 Penalty: 4965.921387
	Iteration 86F: 3 clusters Score -2613991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Entering Unmasked Estep 
Score: -4669048.500000 Penalty: 2634.825928
	Iteration 0F: 2 clusters Score -4669048 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 20492 members 
Entering Unmasked Estep 
Score: -4641122.000000 Penalty: 5269.651855
	Iteration 0F: 3 clusters Score -4641122 nChanged 18921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4651264.500000 Penalty: 5269.651855
	Iteration 1F: 3 clusters Score -4651264 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4651663.500000 Penalty: 5269.651855
	Iteration 2Q: 3 clusters Score -4651664 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -4651991.500000 Penalty: 5269.651855
	Iteration 3Q: 3 clusters Score -4651992 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4652302.500000 Penalty: 5269.651855
	Iteration 4Q: 3 clusters Score -4652302 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4652599.500000 Penalty: 5269.651855
	Iteration 5Q: 3 clusters Score -4652600 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -4652895.500000 Penalty: 5269.651855
	Iteration 6Q: 3 clusters Score -4652896 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4653230.000000 Penalty: 5269.651855
	Iteration 7Q: 3 clusters Score -4653230 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -4653713.500000 Penalty: 5269.651855
	Iteration 8Q: 3 clusters Score -4653714 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -4654292.000000 Penalty: 5269.651855
	Iteration 9Q: 3 clusters Score -4654292 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -4655167.500000 Penalty: 5269.651855
	Iteration 10Q: 3 clusters Score -4655168 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -4656491.000000 Penalty: 5269.651855
	Iteration 11F: 3 clusters Score -4656491 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -4658429.000000 Penalty: 5269.651855
	Iteration 12F: 3 clusters Score -4658429 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -4660865.000000 Penalty: 5269.651855
	Iteration 13F: 3 clusters Score -4660865 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -4663369.500000 Penalty: 5269.651855
	Iteration 14F: 3 clusters Score -4663370 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4665062.000000 Penalty: 5269.651855
	Iteration 15Q: 3 clusters Score -4665062 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4665972.500000 Penalty: 5269.651855
	Iteration 16Q: 3 clusters Score -4665972 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4666404.000000 Penalty: 5269.651855
	Iteration 17Q: 3 clusters Score -4666404 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4666551.000000 Penalty: 5269.651855
	Iteration 18Q: 3 clusters Score -4666551 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4666639.000000 Penalty: 5269.651855
	Iteration 19Q: 3 clusters Score -4666639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4666690.000000 Penalty: 5269.651855
	Iteration 20F: 3 clusters Score -4666690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4666708.500000 Penalty: 5269.651855
	Iteration 21Q: 3 clusters Score -4666708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4666720.500000 Penalty: 5269.651855
	Iteration 22Q: 3 clusters Score -4666720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4666722.000000 Penalty: 5269.651855
	Iteration 23Q: 3 clusters Score -4666722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4666731.500000 Penalty: 5269.651855
	Iteration 24Q: 3 clusters Score -4666732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4666727.000000 Penalty: 5269.651855
	Iteration 25Q: 3 clusters Score -4666727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4666727.000000 Penalty: 5269.651855
	Iteration 26F: 3 clusters Score -4666727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226422 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180432 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111921 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 19 contains 41122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654088.000000 Penalty: 43162.746094
Iteration 319Q: 14 clusters Score -7.465409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226427 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180430 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111917 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 19 contains 41122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654104.000000 Penalty: 43162.746094
Iteration 320F: 14 clusters Score -7.46541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226430 members 
Mstep: Class 4 contains 18561 members 
Mstep: Class 7 contains 180433 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111911 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 19 contains 41121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654064.000000 Penalty: 43162.746094
Iteration 321Q: 14 clusters Score -7.465406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226427 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180441 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111909 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 19 contains 41119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654104.000000 Penalty: 43162.746094
Iteration 322Q: 14 clusters Score -7.46541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226425 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180444 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111909 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 19 contains 41118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654096.000000 Penalty: 43162.746094
Iteration 323Q: 14 clusters Score -7.46541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226425 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180445 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111909 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 19 contains 41117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654088.000000 Penalty: 43162.746094
Iteration 324Q: 14 clusters Score -7.465409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226424 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180446 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111909 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22292 members 
Mstep: Class 19 contains 41116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654088.000000 Penalty: 43162.746094
Iteration 325Q: 14 clusters Score -7.465409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226426 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180449 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111904 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22292 members 
Mstep: Class 19 contains 41116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654088.000000 Penalty: 43162.746094
Iteration 326Q: 14 clusters Score -7.465409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226430 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180449 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111901 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22293 members 
Mstep: Class 19 contains 41115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654088.000000 Penalty: 43162.746094
Iteration 327Q: 14 clusters Score -7.465409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226433 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180450 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111898 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22293 members 
Mstep: Class 19 contains 41114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654088.000000 Penalty: 43162.746094
Iteration 328Q: 14 clusters Score -7.465409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226435 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180450 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111897 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22293 members 
Mstep: Class 19 contains 41113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654096.000000 Penalty: 43162.746094
Iteration 329Q: 14 clusters Score -7.46541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226439 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180447 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111895 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654072.000000 Penalty: 43162.746094
Iteration 330Q: 14 clusters Score -7.465407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226441 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180448 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111893 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654080.000000 Penalty: 43162.746094
Iteration 331Q: 14 clusters Score -7.465408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226442 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180451 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111889 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654096.000000 Penalty: 43162.746094
Iteration 332Q: 14 clusters Score -7.46541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226441 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180455 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111886 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654112.000000 Penalty: 43162.746094
Iteration 333Q: 14 clusters Score -7.465411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226443 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180457 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111882 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654080.000000 Penalty: 43162.746094
Iteration 334Q: 14 clusters Score -7.465408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226444 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180458 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111879 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654064.000000 Penalty: 43162.746094
Iteration 335Q: 14 clusters Score -7.465406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226445 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180461 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111875 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654064.000000 Penalty: 43162.746094
Iteration 336Q: 14 clusters Score -7.465406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226446 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180461 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111874 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654048.000000 Penalty: 43162.746094
Iteration 337Q: 14 clusters Score -7.465405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226446 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180459 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111875 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654096.000000 Penalty: 43162.746094
Iteration 338Q: 14 clusters Score -7.46541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226446 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180458 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111876 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654088.000000 Penalty: 43162.746094
Iteration 339Q: 14 clusters Score -7.465409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226443 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180459 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111877 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654112.000000 Penalty: 43162.746094
Iteration 340F: 14 clusters Score -7.465411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226444 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180461 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111875 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654080.000000 Penalty: 43162.746094
Iteration 341Q: 14 clusters Score -7.465408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226444 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180460 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111875 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654080.000000 Penalty: 43162.746094
Iteration 342Q: 14 clusters Score -7.465408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226443 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180460 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111875 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654080.000000 Penalty: 43162.746094
Iteration 343Q: 14 clusters Score -7.465408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226441 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180461 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111875 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654088.000000 Penalty: 43162.746094
Iteration 344Q: 14 clusters Score -7.465409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226439 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180461 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111875 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654088.000000 Penalty: 43162.746094
Iteration 345Q: 14 clusters Score -7.465409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226441 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180459 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111875 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654072.000000 Penalty: 43162.746094
Iteration 346Q: 14 clusters Score -7.465407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226440 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180460 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111875 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654064.000000 Penalty: 43162.746094
Iteration 347Q: 14 clusters Score -7.465406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226443 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180459 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111873 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654088.000000 Penalty: 43162.746094
Iteration 348Q: 14 clusters Score -7.465409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226445 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180459 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111871 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654088.000000 Penalty: 43162.746094
Iteration 349Q: 14 clusters Score -7.465409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226444 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180463 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28653 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111868 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654096.000000 Penalty: 43162.746094
Iteration 350Q: 14 clusters Score -7.46541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226445 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 7 contains 180465 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111866 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654128.000000 Penalty: 43162.746094
Iteration 351Q: 14 clusters Score -7.465413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226452 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180462 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111864 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654152.000000 Penalty: 43162.746094
Iteration 352Q: 14 clusters Score -7.465415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226452 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180466 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111860 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654160.000000 Penalty: 43162.746094
Iteration 353Q: 14 clusters Score -7.465416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226452 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180467 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111858 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654160.000000 Penalty: 43162.746094
Iteration 354Q: 14 clusters Score -7.465416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226453 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180466 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111858 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654152.000000 Penalty: 43162.746094
Iteration 355Q: 14 clusters Score -7.465415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226452 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180467 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111858 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654144.000000 Penalty: 43162.746094
Iteration 356Q: 14 clusters Score -7.465414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226453 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180466 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111858 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654144.000000 Penalty: 43162.746094
Iteration 357Q: 14 clusters Score -7.465414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226455 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180465 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111858 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654128.000000 Penalty: 43162.746094
Iteration 358Q: 14 clusters Score -7.465413e+07 nChanged 3
Entering ConstructFrom: 
Score: -74654128.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 1 (14011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Entering Unmasked Estep 
Score: -1658769.875000 Penalty: 2367.804199
	Iteration 0F: 2 clusters Score -1658770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1648482.500000 Penalty: 4735.608398
	Iteration 0F: 3 clusters Score -1648482 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1651722.875000 Penalty: 4735.608398
	Iteration 1F: 3 clusters Score -1651723 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1652126.875000 Penalty: 4735.608398
	Iteration 2F: 3 clusters Score -1652127 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1652488.375000 Penalty: 4735.608398
	Iteration 3F: 3 clusters Score -1652488 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1652870.750000 Penalty: 4735.608398
	Iteration 4F: 3 clusters Score -1652871 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1653311.625000 Penalty: 4735.608398
	Iteration 5F: 3 clusters Score -1653312 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1653760.125000 Penalty: 4735.608398
	Iteration 6F: 3 clusters Score -1653760 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1654245.000000 Penalty: 4735.608398
	Iteration 7F: 3 clusters Score -1654245 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1654783.875000 Penalty: 4735.608398
	Iteration 8F: 3 clusters Score -1654784 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1655275.500000 Penalty: 4735.608398
	Iteration 9Q: 3 clusters Score -1655276 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1655678.000000 Penalty: 4735.608398
	Iteration 10Q: 3 clusters Score -1655678 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1655968.875000 Penalty: 4735.608398
	Iteration 11Q: 3 clusters Score -1655969 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1656160.875000 Penalty: 4735.608398
	Iteration 12Q: 3 clusters Score -1656161 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1656313.875000 Penalty: 4735.608398
	Iteration 13Q: 3 clusters Score -1656314 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1656405.625000 Penalty: 4735.608398
	Iteration 14Q: 3 clusters Score -1656406 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1656469.875000 Penalty: 4735.608398
	Iteration 15Q: 3 clusters Score -1656470 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1656516.625000 Penalty: 4735.608398
	Iteration 16Q: 3 clusters Score -1656517 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1656552.250000 Penalty: 4735.608398
	Iteration 17Q: 3 clusters Score -1656552 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1656588.625000 Penalty: 4735.608398
	Iteration 18Q: 3 clusters Score -1656589 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1656616.000000 Penalty: 4735.608398
	Iteration 19Q: 3 clusters Score -1656616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1656641.500000 Penalty: 4735.608398
	Iteration 20F: 3 clusters Score -1656642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1656665.375000 Penalty: 4735.608398
	Iteration 21Q: 3 clusters Score -1656665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1656673.250000 Penalty: 4735.608398
	Iteration 22Q: 3 clusters Score -1656673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1656682.000000 Penalty: 4735.608398
	Iteration 23Q: 3 clusters Score -1656682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1656685.750000 Penalty: 4735.608398
	Iteration 24Q: 3 clusters Score -1656686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1656691.000000 Penalty: 4735.608398
	Iteration 25Q: 3 clusters Score -1656691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1656701.875000 Penalty: 4735.608398
	Iteration 26Q: 3 clusters Score -1656702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1656705.000000 Penalty: 4735.608398
	Iteration 27Q: 3 clusters Score -1656705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1656712.000000 Penalty: 4735.608398
	Iteration 28Q: 3 clusters Score -1656712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1656718.625000 Penalty: 4735.608398
	Iteration 29Q: 3 clusters Score -1656719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1656729.250000 Penalty: 4735.608398
	Iteration 30Q: 3 clusters Score -1656729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1656731.875000 Penalty: 4735.608398
	Iteration 31Q: 3 clusters Score -1656732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1656740.375000 Penalty: 4735.608398
	Iteration 32Q: 3 clusters Score -1656740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1656749.750000 Penalty: 4735.608398
	Iteration 33Q: 3 clusters Score -1656750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1656750.375000 Penalty: 4735.608398
	Iteration 34Q: 3 clusters Score -1656750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1656753.875000 Penalty: 4735.608398
	Iteration 35Q: 3 clusters Score -1656754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1656756.500000 Penalty: 4735.608398
	Iteration 36Q: 3 clusters Score -1656756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1656759.750000 Penalty: 4735.608398
	Iteration 37Q: 3 clusters Score -1656760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1656763.875000 Penalty: 4735.608398
	Iteration 38Q: 3 clusters Score -1656764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1656763.500000 Penalty: 4735.608398
	Iteration 39Q: 3 clusters Score -1656764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1656763.250000 Penalty: 4735.608398
	Iteration 40F: 3 clusters Score -1656763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1656764.250000 Penalty: 4735.608398
	Iteration 41Q: 3 clusters Score -1656764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1656766.750000 Penalty: 4735.608398
	Iteration 42Q: 3 clusters Score -1656767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1656768.125000 Penalty: 4735.608398
	Iteration 43Q: 3 clusters Score -1656768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1656768.125000 Penalty: 4735.608398
	Iteration 44F: 3 clusters Score -1656768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -435579.562500 Penalty: 2041.842896
	Iteration 0F: 2 clusters Score -435579.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -431809.625000 Penalty: 4083.685791
	Iteration 0F: 3 clusters Score -431809.6 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -432723.312500 Penalty: 4083.685791
	Iteration 1F: 3 clusters Score -432723.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -432920.968750 Penalty: 4083.685791
	Iteration 2F: 3 clusters Score -432921 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -433027.937500 Penalty: 4083.685791
	Iteration 3Q: 3 clusters Score -433027.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -433113.000000 Penalty: 4083.685791
	Iteration 4Q: 3 clusters Score -433113 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -433176.062500 Penalty: 4083.685791
	Iteration 5Q: 3 clusters Score -433176.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -433225.437500 Penalty: 4083.685791
	Iteration 6Q: 3 clusters Score -433225.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -433262.468750 Penalty: 4083.685791
	Iteration 7Q: 3 clusters Score -433262.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -433286.531250 Penalty: 4083.685791
	Iteration 8Q: 3 clusters Score -433286.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -433306.062500 Penalty: 4083.685791
	Iteration 9Q: 3 clusters Score -433306.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -433322.312500 Penalty: 4083.685791
	Iteration 10Q: 3 clusters Score -433322.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -433334.687500 Penalty: 4083.685791
	Iteration 11Q: 3 clusters Score -433334.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -433345.906250 Penalty: 4083.685791
	Iteration 12Q: 3 clusters Score -433345.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -433354.781250 Penalty: 4083.685791
	Iteration 13Q: 3 clusters Score -433354.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -433364.031250 Penalty: 4083.685791
	Iteration 14Q: 3 clusters Score -433364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -433379.593750 Penalty: 4083.685791
	Iteration 15Q: 3 clusters Score -433379.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -433385.218750 Penalty: 4083.685791
	Iteration 16Q: 3 clusters Score -433385.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -433391.593750 Penalty: 4083.685791
	Iteration 17Q: 3 clusters Score -433391.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -433397.593750 Penalty: 4083.685791
	Iteration 18Q: 3 clusters Score -433397.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -433405.250000 Penalty: 4083.685791
	Iteration 19Q: 3 clusters Score -433405.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -433411.937500 Penalty: 4083.685791
	Iteration 20F: 3 clusters Score -433411.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -433420.062500 Penalty: 4083.685791
	Iteration 21Q: 3 clusters Score -433420.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -433427.031250 Penalty: 4083.685791
	Iteration 22Q: 3 clusters Score -433427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -433433.250000 Penalty: 4083.685791
	Iteration 23Q: 3 clusters Score -433433.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -433438.937500 Penalty: 4083.685791
	Iteration 24Q: 3 clusters Score -433438.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -433443.906250 Penalty: 4083.685791
	Iteration 25Q: 3 clusters Score -433443.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -433452.125000 Penalty: 4083.685791
	Iteration 26Q: 3 clusters Score -433452.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -433460.968750 Penalty: 4083.685791
	Iteration 27Q: 3 clusters Score -433461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -433467.625000 Penalty: 4083.685791
	Iteration 28Q: 3 clusters Score -433467.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -433474.906250 Penalty: 4083.685791
	Iteration 29Q: 3 clusters Score -433474.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -433478.593750 Penalty: 4083.685791
	Iteration 30Q: 3 clusters Score -433478.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -433483.843750 Penalty: 4083.685791
	Iteration 31Q: 3 clusters Score -433483.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -433487.656250 Penalty: 4083.685791
	Iteration 32Q: 3 clusters Score -433487.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -433492.406250 Penalty: 4083.685791
	Iteration 33Q: 3 clusters Score -433492.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -433495.812500 Penalty: 4083.685791
	Iteration 34Q: 3 clusters Score -433495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -433499.125000 Penalty: 4083.685791
	Iteration 35Q: 3 clusters Score -433499.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -433501.468750 Penalty: 4083.685791
	Iteration 36Q: 3 clusters Score -433501.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -433503.406250 Penalty: 4083.685791
	Iteration 37Q: 3 clusters Score -433503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -433505.781250 Penalty: 4083.685791
	Iteration 38Q: 3 clusters Score -433505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -433506.562500 Penalty: 4083.685791
	Iteration 39Q: 3 clusters Score -433506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -433507.000000 Penalty: 4083.685791
	Iteration 40F: 3 clusters Score -433507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -433508.250000 Penalty: 4083.685791
	Iteration 41Q: 3 clusters Score -433508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -433508.250000 Penalty: 4083.685791
	Iteration 42F: 3 clusters Score -433508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (226456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226456 members 
Entering Unmasked Estep 
Score: -26289202.000000 Penalty: 3057.916016
	Iteration 0F: 2 clusters Score -2.62892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113313 members 
Mstep: Class 2 contains 113143 members 
Entering Unmasked Estep 
Score: -26142104.000000 Penalty: 6115.832031
	Iteration 0F: 3 clusters Score -2.61421e+07 nChanged 109096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115289 members 
Mstep: Class 2 contains 111167 members 
Entering Unmasked Estep 
Score: -26207132.000000 Penalty: 6115.832031
	Iteration 1F: 3 clusters Score -2.620713e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116226 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
Score: -26209248.000000 Penalty: 6115.832031
	Iteration 2Q: 3 clusters Score -2.620925e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117602 members 
Mstep: Class 2 contains 108854 members 
Entering Unmasked Estep 
Score: -26212576.000000 Penalty: 6115.832031
	Iteration 3Q: 3 clusters Score -2.621258e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119778 members 
Mstep: Class 2 contains 106678 members 
Entering Unmasked Estep 
Score: -26217470.000000 Penalty: 6115.832031
	Iteration 4Q: 3 clusters Score -2.621747e+07 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123184 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -26223972.000000 Penalty: 6115.832031
	Iteration 5F: 3 clusters Score -2.622397e+07 nChanged 13509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127877 members 
Mstep: Class 2 contains 98579 members 
Entering Unmasked Estep 
Score: -26232508.000000 Penalty: 6115.832031
	Iteration 6F: 3 clusters Score -2.623251e+07 nChanged 14179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133680 members 
Mstep: Class 2 contains 92776 members 
Entering Unmasked Estep 
Score: -26242176.000000 Penalty: 6115.832031
	Iteration 7F: 3 clusters Score -2.624218e+07 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139898 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -26250878.000000 Penalty: 6115.832031
	Iteration 8F: 3 clusters Score -2.625088e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145977 members 
Mstep: Class 2 contains 80479 members 
Entering Unmasked Estep 
Score: -26256732.000000 Penalty: 6115.832031
	Iteration 9Q: 3 clusters Score -2.625673e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -26260464.000000 Penalty: 6115.832031
	Iteration 10Q: 3 clusters Score -2.626046e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156816 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -26262678.000000 Penalty: 6115.832031
	Iteration 11Q: 3 clusters Score -2.626268e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161685 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -26264742.000000 Penalty: 6115.832031
	Iteration 12Q: 3 clusters Score -2.626474e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166475 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -26266684.000000 Penalty: 6115.832031
	Iteration 13Q: 3 clusters Score -2.626668e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171219 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -26268400.000000 Penalty: 6115.832031
	Iteration 14Q: 3 clusters Score -2.62684e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175974 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -26270260.000000 Penalty: 6115.832031
	Iteration 15Q: 3 clusters Score -2.627026e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180724 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -26272214.000000 Penalty: 6115.832031
	Iteration 16Q: 3 clusters Score -2.627221e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185355 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -26274264.000000 Penalty: 6115.832031
	Iteration 17Q: 3 clusters Score -2.627426e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189748 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -26276216.000000 Penalty: 6115.832031
	Iteration 18Q: 3 clusters Score -2.627622e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193861 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -26278496.000000 Penalty: 6115.832031
	Iteration 19Q: 3 clusters Score -2.62785e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197476 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -26280410.000000 Penalty: 6115.832031
	Iteration 20F: 3 clusters Score -2.628041e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200707 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -26282208.000000 Penalty: 6115.832031
	Iteration 21Q: 3 clusters Score -2.628221e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203557 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -26283564.000000 Penalty: 6115.832031
	Iteration 22Q: 3 clusters Score -2.628356e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205903 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -26284602.000000 Penalty: 6115.832031
	Iteration 23Q: 3 clusters Score -2.62846e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207985 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -26285448.000000 Penalty: 6115.832031
	Iteration 24Q: 3 clusters Score -2.628545e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209753 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -26285982.000000 Penalty: 6115.832031
	Iteration 25Q: 3 clusters Score -2.628598e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211235 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -26286282.000000 Penalty: 6115.832031
	Iteration 26Q: 3 clusters Score -2.628628e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212455 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -26286574.000000 Penalty: 6115.832031
	Iteration 27Q: 3 clusters Score -2.628657e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213484 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -26286856.000000 Penalty: 6115.832031
	Iteration 28Q: 3 clusters Score -2.628686e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214342 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -26287034.000000 Penalty: 6115.832031
	Iteration 29Q: 3 clusters Score -2.628703e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215090 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -26287156.000000 Penalty: 6115.832031
	Iteration 30Q: 3 clusters Score -2.628716e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215751 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -26287282.000000 Penalty: 6115.832031
	Iteration 31Q: 3 clusters Score -2.628728e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216303 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -26287324.000000 Penalty: 6115.832031
	Iteration 32Q: 3 clusters Score -2.628732e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216801 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -26287404.000000 Penalty: 6115.832031
	Iteration 33Q: 3 clusters Score -2.62874e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217245 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -26287470.000000 Penalty: 6115.832031
	Iteration 34Q: 3 clusters Score -2.628747e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217647 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -26287568.000000 Penalty: 6115.832031
	Iteration 35Q: 3 clusters Score -2.628757e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217975 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -26287526.000000 Penalty: 6115.832031
	Iteration 36Q: 3 clusters Score -2.628753e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218248 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -26287540.000000 Penalty: 6115.832031
	Iteration 37Q: 3 clusters Score -2.628754e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218476 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -26287564.000000 Penalty: 6115.832031
	Iteration 38Q: 3 clusters Score -2.628756e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218667 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -26287626.000000 Penalty: 6115.832031
	Iteration 39Q: 3 clusters Score -2.628763e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218825 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -26287594.000000 Penalty: 6115.832031
	Iteration 40F: 3 clusters Score -2.628759e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218994 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -26287562.000000 Penalty: 6115.832031
	Iteration 41Q: 3 clusters Score -2.628756e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219117 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -26287632.000000 Penalty: 6115.832031
	Iteration 42Q: 3 clusters Score -2.628763e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219226 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -26287642.000000 Penalty: 6115.832031
	Iteration 43Q: 3 clusters Score -2.628764e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219326 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -26287650.000000 Penalty: 6115.832031
	Iteration 44Q: 3 clusters Score -2.628765e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219395 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -26287664.000000 Penalty: 6115.832031
	Iteration 45Q: 3 clusters Score -2.628766e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219453 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -26287674.000000 Penalty: 6115.832031
	Iteration 46Q: 3 clusters Score -2.628767e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219520 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -26287670.000000 Penalty: 6115.832031
	Iteration 47Q: 3 clusters Score -2.628767e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219578 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -26287658.000000 Penalty: 6115.832031
	Iteration 48Q: 3 clusters Score -2.628766e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219637 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -26287642.000000 Penalty: 6115.832031
	Iteration 49Q: 3 clusters Score -2.628764e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219698 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -26287680.000000 Penalty: 6115.832031
	Iteration 50Q: 3 clusters Score -2.628768e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219758 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -26287642.000000 Penalty: 6115.832031
	Iteration 51Q: 3 clusters Score -2.628764e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219814 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -26287634.000000 Penalty: 6115.832031
	Iteration 52Q: 3 clusters Score -2.628763e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219874 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -26287640.000000 Penalty: 6115.832031
	Iteration 53Q: 3 clusters Score -2.628764e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219938 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -26287634.000000 Penalty: 6115.832031
	Iteration 54Q: 3 clusters Score -2.628763e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220012 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -26287636.000000 Penalty: 6115.832031
	Iteration 55Q: 3 clusters Score -2.628764e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220080 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -26287626.000000 Penalty: 6115.832031
	Iteration 56Q: 3 clusters Score -2.628763e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220151 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -26287630.000000 Penalty: 6115.832031
	Iteration 57Q: 3 clusters Score -2.628763e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220213 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -26287626.000000 Penalty: 6115.832031
	Iteration 58Q: 3 clusters Score -2.628763e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220265 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -26287646.000000 Penalty: 6115.832031
	Iteration 59Q: 3 clusters Score -2.628765e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220308 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -26287642.000000 Penalty: 6115.832031
	Iteration 60F: 3 clusters Score -2.628764e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220360 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -26287620.000000 Penalty: 6115.832031
	Iteration 61Q: 3 clusters Score -2.628762e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220416 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -26287616.000000 Penalty: 6115.832031
	Iteration 62Q: 3 clusters Score -2.628762e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220454 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -26287608.000000 Penalty: 6115.832031
	Iteration 63Q: 3 clusters Score -2.628761e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220489 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -26287592.000000 Penalty: 6115.832031
	Iteration 64Q: 3 clusters Score -2.628759e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220521 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -26287584.000000 Penalty: 6115.832031
	Iteration 65Q: 3 clusters Score -2.628758e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220544 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -26287620.000000 Penalty: 6115.832031
	Iteration 66Q: 3 clusters Score -2.628762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220567 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -26287626.000000 Penalty: 6115.832031
	Iteration 67Q: 3 clusters Score -2.628763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220590 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -26287616.000000 Penalty: 6115.832031
	Iteration 68Q: 3 clusters Score -2.628762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220611 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -26287622.000000 Penalty: 6115.832031
	Iteration 69Q: 3 clusters Score -2.628762e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220635 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -26287642.000000 Penalty: 6115.832031
	Iteration 70Q: 3 clusters Score -2.628764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220662 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -26287644.000000 Penalty: 6115.832031
	Iteration 71Q: 3 clusters Score -2.628764e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220689 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -26287680.000000 Penalty: 6115.832031
	Iteration 72Q: 3 clusters Score -2.628768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220715 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -26287668.000000 Penalty: 6115.832031
	Iteration 73Q: 3 clusters Score -2.628767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220739 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -26287678.000000 Penalty: 6115.832031
	Iteration 74Q: 3 clusters Score -2.628768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220765 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -26287690.000000 Penalty: 6115.832031
	Iteration 75Q: 3 clusters Score -2.628769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220784 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -26287678.000000 Penalty: 6115.832031
	Iteration 76Q: 3 clusters Score -2.628768e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220812 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -26287674.000000 Penalty: 6115.832031
	Iteration 77Q: 3 clusters Score -2.628767e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220835 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -26287692.000000 Penalty: 6115.832031
	Iteration 78Q: 3 clusters Score -2.628769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220856 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -26287688.000000 Penalty: 6115.832031
	Iteration 79Q: 3 clusters Score -2.628769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220875 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -26287672.000000 Penalty: 6115.832031
	Iteration 80F: 3 clusters Score -2.628767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220890 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -26287694.000000 Penalty: 6115.832031
	Iteration 81Q: 3 clusters Score -2.628769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220902 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -26287676.000000 Penalty: 6115.832031
	Iteration 82Q: 3 clusters Score -2.628768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220906 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -26287706.000000 Penalty: 6115.832031
	Iteration 83Q: 3 clusters Score -2.628771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220909 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -26287696.000000 Penalty: 6115.832031
	Iteration 84Q: 3 clusters Score -2.62877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220920 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -26287696.000000 Penalty: 6115.832031
	Iteration 85Q: 3 clusters Score -2.62877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220929 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -26287690.000000 Penalty: 6115.832031
	Iteration 86Q: 3 clusters Score -2.628769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220939 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -26287690.000000 Penalty: 6115.832031
	Iteration 87Q: 3 clusters Score -2.628769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220946 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -26287672.000000 Penalty: 6115.832031
	Iteration 88Q: 3 clusters Score -2.628767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220950 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -26287668.000000 Penalty: 6115.832031
	Iteration 89Q: 3 clusters Score -2.628767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220956 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -26287680.000000 Penalty: 6115.832031
	Iteration 90Q: 3 clusters Score -2.628768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220966 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -26287658.000000 Penalty: 6115.832031
	Iteration 91Q: 3 clusters Score -2.628766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220973 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -26287672.000000 Penalty: 6115.832031
	Iteration 92Q: 3 clusters Score -2.628767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220979 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -26287666.000000 Penalty: 6115.832031
	Iteration 93Q: 3 clusters Score -2.628767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220985 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -26287670.000000 Penalty: 6115.832031
	Iteration 94Q: 3 clusters Score -2.628767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220985 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -26287680.000000 Penalty: 6115.832031
	Iteration 95Q: 3 clusters Score -2.628768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220988 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -26287670.000000 Penalty: 6115.832031
	Iteration 96Q: 3 clusters Score -2.628767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220988 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -26287672.000000 Penalty: 6115.832031
	Iteration 97Q: 3 clusters Score -2.628767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220994 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -26287680.000000 Penalty: 6115.832031
	Iteration 98Q: 3 clusters Score -2.628768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221002 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -26287692.000000 Penalty: 6115.832031
	Iteration 99Q: 3 clusters Score -2.628769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221009 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -26287682.000000 Penalty: 6115.832031
	Iteration 100F: 3 clusters Score -2.628768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221021 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -26287670.000000 Penalty: 6115.832031
	Iteration 101Q: 3 clusters Score -2.628767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221036 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -26287666.000000 Penalty: 6115.832031
	Iteration 102Q: 3 clusters Score -2.628767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221048 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -26287656.000000 Penalty: 6115.832031
	Iteration 103Q: 3 clusters Score -2.628766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221059 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -26287668.000000 Penalty: 6115.832031
	Iteration 104Q: 3 clusters Score -2.628767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221065 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -26287668.000000 Penalty: 6115.832031
	Iteration 105Q: 3 clusters Score -2.628767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221069 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -26287666.000000 Penalty: 6115.832031
	Iteration 106Q: 3 clusters Score -2.628767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221069 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -26287664.000000 Penalty: 6115.832031
	Iteration 107Q: 3 clusters Score -2.628766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221069 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -26287668.000000 Penalty: 6115.832031
	Iteration 108Q: 3 clusters Score -2.628767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221071 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -26287674.000000 Penalty: 6115.832031
	Iteration 109Q: 3 clusters Score -2.628767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221071 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -26287662.000000 Penalty: 6115.832031
	Iteration 110Q: 3 clusters Score -2.628766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221072 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -26287672.000000 Penalty: 6115.832031
	Iteration 111Q: 3 clusters Score -2.628767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221073 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -26287690.000000 Penalty: 6115.832031
	Iteration 112Q: 3 clusters Score -2.628769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221076 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -26287682.000000 Penalty: 6115.832031
	Iteration 113Q: 3 clusters Score -2.628768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221078 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -26287682.000000 Penalty: 6115.832031
	Iteration 114Q: 3 clusters Score -2.628768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221081 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -26287674.000000 Penalty: 6115.832031
	Iteration 115Q: 3 clusters Score -2.628767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221082 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -26287676.000000 Penalty: 6115.832031
	Iteration 116Q: 3 clusters Score -2.628768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221084 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -26287666.000000 Penalty: 6115.832031
	Iteration 117Q: 3 clusters Score -2.628767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221087 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -26287656.000000 Penalty: 6115.832031
	Iteration 118Q: 3 clusters Score -2.628766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221090 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -26287658.000000 Penalty: 6115.832031
	Iteration 119Q: 3 clusters Score -2.628766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221091 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -26287660.000000 Penalty: 6115.832031
	Iteration 120F: 3 clusters Score -2.628766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221093 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -26287668.000000 Penalty: 6115.832031
	Iteration 121Q: 3 clusters Score -2.628767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221095 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -26287672.000000 Penalty: 6115.832031
	Iteration 122Q: 3 clusters Score -2.628767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221097 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -26287672.000000 Penalty: 6115.832031
	Iteration 123Q: 3 clusters Score -2.628767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221100 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -26287662.000000 Penalty: 6115.832031
	Iteration 124Q: 3 clusters Score -2.628766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221100 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -26287662.000000 Penalty: 6115.832031
	Iteration 125F: 3 clusters Score -2.628766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Entering Unmasked Estep 
Score: -2173023.250000 Penalty: 2437.520264
	Iteration 0F: 2 clusters Score -2173023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2159876.000000 Penalty: 4875.040527
	Iteration 0F: 3 clusters Score -2159876 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2164294.250000 Penalty: 4875.040527
	Iteration 1F: 3 clusters Score -2164294 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2164864.500000 Penalty: 4875.040527
	Iteration 2F: 3 clusters Score -2164864 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2165453.000000 Penalty: 4875.040527
	Iteration 3F: 3 clusters Score -2165453 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2166036.750000 Penalty: 4875.040527
	Iteration 4F: 3 clusters Score -2166037 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2166600.000000 Penalty: 4875.040527
	Iteration 5F: 3 clusters Score -2166600 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2167222.500000 Penalty: 4875.040527
	Iteration 6F: 3 clusters Score -2167222 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2167892.000000 Penalty: 4875.040527
	Iteration 7F: 3 clusters Score -2167892 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2168582.000000 Penalty: 4875.040527
	Iteration 8F: 3 clusters Score -2168582 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2169216.750000 Penalty: 4875.040527
	Iteration 9Q: 3 clusters Score -2169217 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2169657.000000 Penalty: 4875.040527
	Iteration 10Q: 3 clusters Score -2169657 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2169902.250000 Penalty: 4875.040527
	Iteration 11Q: 3 clusters Score -2169902 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2170088.500000 Penalty: 4875.040527
	Iteration 12Q: 3 clusters Score -2170088 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2170229.500000 Penalty: 4875.040527
	Iteration 13Q: 3 clusters Score -2170230 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2170334.000000 Penalty: 4875.040527
	Iteration 14Q: 3 clusters Score -2170334 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2170402.250000 Penalty: 4875.040527
	Iteration 15Q: 3 clusters Score -2170402 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2170464.500000 Penalty: 4875.040527
	Iteration 16Q: 3 clusters Score -2170464 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2170520.750000 Penalty: 4875.040527
	Iteration 17Q: 3 clusters Score -2170521 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2170568.750000 Penalty: 4875.040527
	Iteration 18Q: 3 clusters Score -2170569 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2170599.000000 Penalty: 4875.040527
	Iteration 19Q: 3 clusters Score -2170599 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2170636.500000 Penalty: 4875.040527
	Iteration 20F: 3 clusters Score -2170636 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2170662.250000 Penalty: 4875.040527
	Iteration 21Q: 3 clusters Score -2170662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2170682.750000 Penalty: 4875.040527
	Iteration 22Q: 3 clusters Score -2170683 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2170710.250000 Penalty: 4875.040527
	Iteration 23Q: 3 clusters Score -2170710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2170728.500000 Penalty: 4875.040527
	Iteration 24Q: 3 clusters Score -2170728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2170752.750000 Penalty: 4875.040527
	Iteration 25Q: 3 clusters Score -2170753 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2170775.750000 Penalty: 4875.040527
	Iteration 26Q: 3 clusters Score -2170776 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2170800.000000 Penalty: 4875.040527
	Iteration 27Q: 3 clusters Score -2170800 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2170815.250000 Penalty: 4875.040527
	Iteration 28Q: 3 clusters Score -2170815 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2170834.000000 Penalty: 4875.040527
	Iteration 29Q: 3 clusters Score -2170834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2170848.500000 Penalty: 4875.040527
	Iteration 30Q: 3 clusters Score -2170848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2170864.250000 Penalty: 4875.040527
	Iteration 31Q: 3 clusters Score -2170864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2170874.250000 Penalty: 4875.040527
	Iteration 32Q: 3 clusters Score -2170874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2170890.250000 Penalty: 4875.040527
	Iteration 33Q: 3 clusters Score -2170890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2170904.000000 Penalty: 4875.040527
	Iteration 34Q: 3 clusters Score -2170904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2170925.000000 Penalty: 4875.040527
	Iteration 35Q: 3 clusters Score -2170925 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2170945.500000 Penalty: 4875.040527
	Iteration 36Q: 3 clusters Score -2170946 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2170959.750000 Penalty: 4875.040527
	Iteration 37Q: 3 clusters Score -2170960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2170976.750000 Penalty: 4875.040527
	Iteration 38Q: 3 clusters Score -2170977 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2171000.000000 Penalty: 4875.040527
	Iteration 39Q: 3 clusters Score -2171000 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2171032.500000 Penalty: 4875.040527
	Iteration 40F: 3 clusters Score -2171032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2171047.750000 Penalty: 4875.040527
	Iteration 41Q: 3 clusters Score -2171048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2171059.000000 Penalty: 4875.040527
	Iteration 42Q: 3 clusters Score -2171059 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2171078.500000 Penalty: 4875.040527
	Iteration 43Q: 3 clusters Score -2171078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2171098.750000 Penalty: 4875.040527
	Iteration 44Q: 3 clusters Score -2171099 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2171118.500000 Penalty: 4875.040527
	Iteration 45Q: 3 clusters Score -2171118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2171132.750000 Penalty: 4875.040527
	Iteration 46Q: 3 clusters Score -2171133 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2171151.000000 Penalty: 4875.040527
	Iteration 47Q: 3 clusters Score -2171151 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2171162.500000 Penalty: 4875.040527
	Iteration 48Q: 3 clusters Score -2171162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2171178.500000 Penalty: 4875.040527
	Iteration 49Q: 3 clusters Score -2171178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2171198.750000 Penalty: 4875.040527
	Iteration 50Q: 3 clusters Score -2171199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2171211.500000 Penalty: 4875.040527
	Iteration 51Q: 3 clusters Score -2171212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2171222.250000 Penalty: 4875.040527
	Iteration 52Q: 3 clusters Score -2171222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2171236.500000 Penalty: 4875.040527
	Iteration 53Q: 3 clusters Score -2171236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2171253.500000 Penalty: 4875.040527
	Iteration 54Q: 3 clusters Score -2171254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2171274.500000 Penalty: 4875.040527
	Iteration 55Q: 3 clusters Score -2171274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2171286.250000 Penalty: 4875.040527
	Iteration 56Q: 3 clusters Score -2171286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2171303.500000 Penalty: 4875.040527
	Iteration 57Q: 3 clusters Score -2171304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2171309.500000 Penalty: 4875.040527
	Iteration 58Q: 3 clusters Score -2171310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2171320.750000 Penalty: 4875.040527
	Iteration 59Q: 3 clusters Score -2171321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2171324.250000 Penalty: 4875.040527
	Iteration 60F: 3 clusters Score -2171324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2171327.750000 Penalty: 4875.040527
	Iteration 61Q: 3 clusters Score -2171328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2171340.500000 Penalty: 4875.040527
	Iteration 62Q: 3 clusters Score -2171340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2171349.500000 Penalty: 4875.040527
	Iteration 63Q: 3 clusters Score -2171350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2171359.500000 Penalty: 4875.040527
	Iteration 64Q: 3 clusters Score -2171360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2171362.500000 Penalty: 4875.040527
	Iteration 65Q: 3 clusters Score -2171362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2171369.750000 Penalty: 4875.040527
	Iteration 66Q: 3 clusters Score -2171370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2171379.750000 Penalty: 4875.040527
	Iteration 67Q: 3 clusters Score -2171380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2171398.000000 Penalty: 4875.040527
	Iteration 68Q: 3 clusters Score -2171398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2171405.000000 Penalty: 4875.040527
	Iteration 69Q: 3 clusters Score -2171405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2171407.750000 Penalty: 4875.040527
	Iteration 70Q: 3 clusters Score -2171408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2171416.750000 Penalty: 4875.040527
	Iteration 71Q: 3 clusters Score -2171417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2171418.500000 Penalty: 4875.040527
	Iteration 72Q: 3 clusters Score -2171418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2171431.750000 Penalty: 4875.040527
	Iteration 73Q: 3 clusters Score -2171432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2171440.500000 Penalty: 4875.040527
	Iteration 74Q: 3 clusters Score -2171440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2171445.500000 Penalty: 4875.040527
	Iteration 75Q: 3 clusters Score -2171446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2171452.750000 Penalty: 4875.040527
	Iteration 76Q: 3 clusters Score -2171453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2171458.750000 Penalty: 4875.040527
	Iteration 77Q: 3 clusters Score -2171459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2171454.000000 Penalty: 4875.040527
	Iteration 78Q: 3 clusters Score -2171454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2171460.250000 Penalty: 4875.040527
	Iteration 79Q: 3 clusters Score -2171460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2171468.500000 Penalty: 4875.040527
	Iteration 80F: 3 clusters Score -2171468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2171470.500000 Penalty: 4875.040527
	Iteration 81Q: 3 clusters Score -2171470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2171476.750000 Penalty: 4875.040527
	Iteration 82Q: 3 clusters Score -2171477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2171473.500000 Penalty: 4875.040527
	Iteration 83Q: 3 clusters Score -2171474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2171479.750000 Penalty: 4875.040527
	Iteration 84Q: 3 clusters Score -2171480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2171479.750000 Penalty: 4875.040527
	Iteration 85Q: 3 clusters Score -2171480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2171479.750000 Penalty: 4875.040527
	Iteration 86Q: 3 clusters Score -2171480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2171478.250000 Penalty: 4875.040527
	Iteration 87Q: 3 clusters Score -2171478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2171481.250000 Penalty: 4875.040527
	Iteration 88Q: 3 clusters Score -2171481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2171485.250000 Penalty: 4875.040527
	Iteration 89Q: 3 clusters Score -2171485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2171485.750000 Penalty: 4875.040527
	Iteration 90Q: 3 clusters Score -2171486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2171493.500000 Penalty: 4875.040527
	Iteration 91Q: 3 clusters Score -2171494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2171498.750000 Penalty: 4875.040527
	Iteration 92Q: 3 clusters Score -2171499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2171499.250000 Penalty: 4875.040527
	Iteration 93Q: 3 clusters Score -2171499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2171498.750000 Penalty: 4875.040527
	Iteration 94Q: 3 clusters Score -2171499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2171496.250000 Penalty: 4875.040527
	Iteration 95Q: 3 clusters Score -2171496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2171497.250000 Penalty: 4875.040527
	Iteration 96Q: 3 clusters Score -2171497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2171498.250000 Penalty: 4875.040527
	Iteration 97Q: 3 clusters Score -2171498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2171501.500000 Penalty: 4875.040527
	Iteration 98Q: 3 clusters Score -2171502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2171502.750000 Penalty: 4875.040527
	Iteration 99Q: 3 clusters Score -2171503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2171502.250000 Penalty: 4875.040527
	Iteration 100F: 3 clusters Score -2171502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2171504.500000 Penalty: 4875.040527
	Iteration 101Q: 3 clusters Score -2171504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2171503.000000 Penalty: 4875.040527
	Iteration 102Q: 3 clusters Score -2171503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2171507.250000 Penalty: 4875.040527
	Iteration 103Q: 3 clusters Score -2171507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2171509.500000 Penalty: 4875.040527
	Iteration 104Q: 3 clusters Score -2171510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2171514.250000 Penalty: 4875.040527
	Iteration 105Q: 3 clusters Score -2171514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2171512.000000 Penalty: 4875.040527
	Iteration 106Q: 3 clusters Score -2171512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2171514.500000 Penalty: 4875.040527
	Iteration 107Q: 3 clusters Score -2171514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2171515.000000 Penalty: 4875.040527
	Iteration 108Q: 3 clusters Score -2171515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2171518.000000 Penalty: 4875.040527
	Iteration 109Q: 3 clusters Score -2171518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2171516.000000 Penalty: 4875.040527
	Iteration 110Q: 3 clusters Score -2171516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2171512.250000 Penalty: 4875.040527
	Iteration 111Q: 3 clusters Score -2171512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2171512.750000 Penalty: 4875.040527
	Iteration 112Q: 3 clusters Score -2171513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2171511.750000 Penalty: 4875.040527
	Iteration 113Q: 3 clusters Score -2171512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2171511.750000 Penalty: 4875.040527
	Iteration 114F: 3 clusters Score -2171512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180466 members 
Entering Unmasked Estep 
Score: -20936350.000000 Penalty: 3001.617676
	Iteration 0F: 2 clusters Score -2.093635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 90461 members 
Entering Unmasked Estep 
Score: -20818642.000000 Penalty: 6003.235352
	Iteration 0F: 3 clusters Score -2.081864e+07 nChanged 86369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85196 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -20869562.000000 Penalty: 6003.235352
	Iteration 1F: 3 clusters Score -2.086956e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 98325 members 
Entering Unmasked Estep 
Score: -20871660.000000 Penalty: 6003.235352
	Iteration 2Q: 3 clusters Score -2.087166e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 103036 members 
Entering Unmasked Estep 
Score: -20875018.000000 Penalty: 6003.235352
	Iteration 3Q: 3 clusters Score -2.087502e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 110140 members 
Entering Unmasked Estep 
Score: -20880640.000000 Penalty: 6003.235352
	Iteration 4F: 3 clusters Score -2.088064e+07 nChanged 12837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 119991 members 
Entering Unmasked Estep 
Score: -20889606.000000 Penalty: 6003.235352
	Iteration 5F: 3 clusters Score -2.088961e+07 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 131992 members 
Entering Unmasked Estep 
Score: -20902246.000000 Penalty: 6003.235352
	Iteration 6F: 3 clusters Score -2.090225e+07 nChanged 13661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 143615 members 
Entering Unmasked Estep 
Score: -20914922.000000 Penalty: 6003.235352
	Iteration 7F: 3 clusters Score -2.091492e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 151958 members 
Entering Unmasked Estep 
Score: -20923714.000000 Penalty: 6003.235352
	Iteration 8F: 3 clusters Score -2.092371e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 156937 members 
Entering Unmasked Estep 
Score: -20928100.000000 Penalty: 6003.235352
	Iteration 9Q: 3 clusters Score -2.09281e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 160263 members 
Entering Unmasked Estep 
Score: -20930266.000000 Penalty: 6003.235352
	Iteration 10Q: 3 clusters Score -2.093027e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 162795 members 
Entering Unmasked Estep 
Score: -20931476.000000 Penalty: 6003.235352
	Iteration 11Q: 3 clusters Score -2.093148e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 164997 members 
Entering Unmasked Estep 
Score: -20932384.000000 Penalty: 6003.235352
	Iteration 12Q: 3 clusters Score -2.093238e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 166859 members 
Entering Unmasked Estep 
Score: -20933150.000000 Penalty: 6003.235352
	Iteration 13Q: 3 clusters Score -2.093315e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 168442 members 
Entering Unmasked Estep 
Score: -20933796.000000 Penalty: 6003.235352
	Iteration 14Q: 3 clusters Score -2.09338e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 169760 members 
Entering Unmasked Estep 
Score: -20934238.000000 Penalty: 6003.235352
	Iteration 15Q: 3 clusters Score -2.093424e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 170888 members 
Entering Unmasked Estep 
Score: -20934644.000000 Penalty: 6003.235352
	Iteration 16Q: 3 clusters Score -2.093464e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 171790 members 
Entering Unmasked Estep 
Score: -20934996.000000 Penalty: 6003.235352
	Iteration 17Q: 3 clusters Score -2.0935e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 172530 members 
Entering Unmasked Estep 
Score: -20935158.000000 Penalty: 6003.235352
	Iteration 18Q: 3 clusters Score -2.093516e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 173136 members 
Entering Unmasked Estep 
Score: -20935302.000000 Penalty: 6003.235352
	Iteration 19Q: 3 clusters Score -2.09353e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 173661 members 
Entering Unmasked Estep 
Score: -20935392.000000 Penalty: 6003.235352
	Iteration 20F: 3 clusters Score -2.093539e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 174109 members 
Entering Unmasked Estep 
Score: -20935454.000000 Penalty: 6003.235352
	Iteration 21Q: 3 clusters Score -2.093545e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 174503 members 
Entering Unmasked Estep 
Score: -20935518.000000 Penalty: 6003.235352
	Iteration 22Q: 3 clusters Score -2.093552e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 174820 members 
Entering Unmasked Estep 
Score: -20935530.000000 Penalty: 6003.235352
	Iteration 23Q: 3 clusters Score -2.093553e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 175095 members 
Entering Unmasked Estep 
Score: -20935544.000000 Penalty: 6003.235352
	Iteration 24Q: 3 clusters Score -2.093554e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 175323 members 
Entering Unmasked Estep 
Score: -20935552.000000 Penalty: 6003.235352
	Iteration 25Q: 3 clusters Score -2.093555e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 175526 members 
Entering Unmasked Estep 
Score: -20935608.000000 Penalty: 6003.235352
	Iteration 26Q: 3 clusters Score -2.093561e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 175699 members 
Entering Unmasked Estep 
Score: -20935688.000000 Penalty: 6003.235352
	Iteration 27Q: 3 clusters Score -2.093569e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 175887 members 
Entering Unmasked Estep 
Score: -20935672.000000 Penalty: 6003.235352
	Iteration 28Q: 3 clusters Score -2.093567e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 176037 members 
Entering Unmasked Estep 
Score: -20935748.000000 Penalty: 6003.235352
	Iteration 29Q: 3 clusters Score -2.093575e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 176175 members 
Entering Unmasked Estep 
Score: -20935744.000000 Penalty: 6003.235352
	Iteration 30Q: 3 clusters Score -2.093574e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 176284 members 
Entering Unmasked Estep 
Score: -20935736.000000 Penalty: 6003.235352
	Iteration 31Q: 3 clusters Score -2.093574e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 176383 members 
Entering Unmasked Estep 
Score: -20935752.000000 Penalty: 6003.235352
	Iteration 32Q: 3 clusters Score -2.093575e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 176478 members 
Entering Unmasked Estep 
Score: -20935754.000000 Penalty: 6003.235352
	Iteration 33Q: 3 clusters Score -2.093575e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 176553 members 
Entering Unmasked Estep 
Score: -20935734.000000 Penalty: 6003.235352
	Iteration 34Q: 3 clusters Score -2.093573e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -20935726.000000 Penalty: 6003.235352
	Iteration 35Q: 3 clusters Score -2.093573e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 176655 members 
Entering Unmasked Estep 
Score: -20935724.000000 Penalty: 6003.235352
	Iteration 36Q: 3 clusters Score -2.093572e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 176694 members 
Entering Unmasked Estep 
Score: -20935736.000000 Penalty: 6003.235352
	Iteration 37Q: 3 clusters Score -2.093574e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 176732 members 
Entering Unmasked Estep 
Score: -20935738.000000 Penalty: 6003.235352
	Iteration 38Q: 3 clusters Score -2.093574e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 176763 members 
Entering Unmasked Estep 
Score: -20935742.000000 Penalty: 6003.235352
	Iteration 39Q: 3 clusters Score -2.093574e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 176796 members 
Entering Unmasked Estep 
Score: -20935764.000000 Penalty: 6003.235352
	Iteration 40F: 3 clusters Score -2.093576e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 176831 members 
Entering Unmasked Estep 
Score: -20935764.000000 Penalty: 6003.235352
	Iteration 41Q: 3 clusters Score -2.093576e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 176869 members 
Entering Unmasked Estep 
Score: -20935758.000000 Penalty: 6003.235352
	Iteration 42Q: 3 clusters Score -2.093576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 176894 members 
Entering Unmasked Estep 
Score: -20935758.000000 Penalty: 6003.235352
	Iteration 43Q: 3 clusters Score -2.093576e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 176916 members 
Entering Unmasked Estep 
Score: -20935756.000000 Penalty: 6003.235352
	Iteration 44Q: 3 clusters Score -2.093576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 176934 members 
Entering Unmasked Estep 
Score: -20935738.000000 Penalty: 6003.235352
	Iteration 45Q: 3 clusters Score -2.093574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 176950 members 
Entering Unmasked Estep 
Score: -20935756.000000 Penalty: 6003.235352
	Iteration 46Q: 3 clusters Score -2.093576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 176969 members 
Entering Unmasked Estep 
Score: -20935752.000000 Penalty: 6003.235352
	Iteration 47Q: 3 clusters Score -2.093575e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 176987 members 
Entering Unmasked Estep 
Score: -20935784.000000 Penalty: 6003.235352
	Iteration 48Q: 3 clusters Score -2.093578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 177001 members 
Entering Unmasked Estep 
Score: -20935782.000000 Penalty: 6003.235352
	Iteration 49Q: 3 clusters Score -2.093578e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 177023 members 
Entering Unmasked Estep 
Score: -20935760.000000 Penalty: 6003.235352
	Iteration 50Q: 3 clusters Score -2.093576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 177048 members 
Entering Unmasked Estep 
Score: -20935768.000000 Penalty: 6003.235352
	Iteration 51Q: 3 clusters Score -2.093577e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 177064 members 
Entering Unmasked Estep 
Score: -20935770.000000 Penalty: 6003.235352
	Iteration 52Q: 3 clusters Score -2.093577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 177077 members 
Entering Unmasked Estep 
Score: -20935790.000000 Penalty: 6003.235352
	Iteration 53Q: 3 clusters Score -2.093579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 177083 members 
Entering Unmasked Estep 
Score: -20935774.000000 Penalty: 6003.235352
	Iteration 54Q: 3 clusters Score -2.093577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 177087 members 
Entering Unmasked Estep 
Score: -20935768.000000 Penalty: 6003.235352
	Iteration 55Q: 3 clusters Score -2.093577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 177091 members 
Entering Unmasked Estep 
Score: -20935772.000000 Penalty: 6003.235352
	Iteration 56Q: 3 clusters Score -2.093577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 177096 members 
Entering Unmasked Estep 
Score: -20935768.000000 Penalty: 6003.235352
	Iteration 57Q: 3 clusters Score -2.093577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 177096 members 
Entering Unmasked Estep 
Score: -20935768.000000 Penalty: 6003.235352
	Iteration 58F: 3 clusters Score -2.093577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -286497.312500 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -286497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -283600.281250 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -283600.3 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -284323.406250 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -284323.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -284504.968750 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -284505 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -284611.343750 Penalty: 3895.195312
	Iteration 3Q: 3 clusters Score -284611.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -284675.625000 Penalty: 3895.195312
	Iteration 4Q: 3 clusters Score -284675.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -284716.343750 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -284716.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -284761.281250 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -284761.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -284793.937500 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -284793.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -284818.343750 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -284818.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -284835.687500 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -284835.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -284852.062500 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -284852.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -284866.437500 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -284866.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -284878.312500 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -284878.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -284887.718750 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -284887.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -284898.687500 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -284898.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -284911.125000 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -284911.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -284918.031250 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -284918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -284923.468750 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -284923.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -284929.406250 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -284929.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -284937.187500 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -284937.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -284942.125000 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -284942.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -284944.937500 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -284944.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -284947.156250 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -284947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -284947.156250 Penalty: 3895.195312
	Iteration 23F: 3 clusters Score -284947.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -134170.140625 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -134170.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -132126.734375 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -132126.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -132548.750000 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -132548.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132699.328125 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -132699.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -132790.562500 Penalty: 3552.549072
	Iteration 3Q: 3 clusters Score -132790.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -132852.359375 Penalty: 3552.549072
	Iteration 4Q: 3 clusters Score -132852.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -132888.390625 Penalty: 3552.549072
	Iteration 5Q: 3 clusters Score -132888.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -132913.000000 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -132913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -132931.578125 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -132931.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -132946.406250 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -132946.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -132960.234375 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -132960.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -132979.437500 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -132979.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -132997.734375 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -132997.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -133010.281250 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -133010.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -133028.078125 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -133028.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -133052.968750 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -133053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -133077.656250 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -133077.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -133104.187500 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -133104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -133129.390625 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -133129.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -133154.515625 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -133154.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -133175.234375 Penalty: 3552.549072
	Iteration 19Q: 3 clusters Score -133175.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -133198.171875 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -133198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -133227.000000 Penalty: 3552.549072
	Iteration 21Q: 3 clusters Score -133227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -133243.296875 Penalty: 3552.549072
	Iteration 22Q: 3 clusters Score -133243.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -133264.312500 Penalty: 3552.549072
	Iteration 23Q: 3 clusters Score -133264.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -133274.500000 Penalty: 3552.549072
	Iteration 24Q: 3 clusters Score -133274.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -133282.671875 Penalty: 3552.549072
	Iteration 25Q: 3 clusters Score -133282.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -133287.375000 Penalty: 3552.549072
	Iteration 26Q: 3 clusters Score -133287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -133289.546875 Penalty: 3552.549072
	Iteration 27Q: 3 clusters Score -133289.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -133292.593750 Penalty: 3552.549072
	Iteration 28Q: 3 clusters Score -133292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -133294.984375 Penalty: 3552.549072
	Iteration 29Q: 3 clusters Score -133295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -133297.296875 Penalty: 3552.549072
	Iteration 30Q: 3 clusters Score -133297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -133302.265625 Penalty: 3552.549072
	Iteration 31Q: 3 clusters Score -133302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -133303.296875 Penalty: 3552.549072
	Iteration 32Q: 3 clusters Score -133303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -133305.281250 Penalty: 3552.549072
	Iteration 33Q: 3 clusters Score -133305.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -133305.984375 Penalty: 3552.549072
	Iteration 34Q: 3 clusters Score -133306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -133310.062500 Penalty: 3552.549072
	Iteration 35F: 3 clusters Score -133310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -133320.906250 Penalty: 3552.549072
	Iteration 36Q: 3 clusters Score -133320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -133324.046875 Penalty: 3552.549072
	Iteration 37Q: 3 clusters Score -133324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -133325.171875 Penalty: 3552.549072
	Iteration 38Q: 3 clusters Score -133325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -133328.562500 Penalty: 3552.549072
	Iteration 39Q: 3 clusters Score -133328.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -133328.562500 Penalty: 3552.549072
	Iteration 40F: 3 clusters Score -133328.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Entering Unmasked Estep 
Score: -3325897.500000 Penalty: 2545.218750
	Iteration 0F: 2 clusters Score -3325898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3306140.750000 Penalty: 5090.437500
	Iteration 0F: 3 clusters Score -3306141 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3313150.000000 Penalty: 5090.437500
	Iteration 1F: 3 clusters Score -3313150 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3313647.750000 Penalty: 5090.437500
	Iteration 2Q: 3 clusters Score -3313648 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3314145.500000 Penalty: 5090.437500
	Iteration 3Q: 3 clusters Score -3314146 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3314579.500000 Penalty: 5090.437500
	Iteration 4Q: 3 clusters Score -3314580 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3314930.250000 Penalty: 5090.437500
	Iteration 5Q: 3 clusters Score -3314930 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -3315315.250000 Penalty: 5090.437500
	Iteration 6Q: 3 clusters Score -3315315 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3315711.250000 Penalty: 5090.437500
	Iteration 7Q: 3 clusters Score -3315711 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3316204.000000 Penalty: 5090.437500
	Iteration 8Q: 3 clusters Score -3316204 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3316846.000000 Penalty: 5090.437500
	Iteration 9Q: 3 clusters Score -3316846 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3317784.000000 Penalty: 5090.437500
	Iteration 10F: 3 clusters Score -3317784 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3318931.500000 Penalty: 5090.437500
	Iteration 11F: 3 clusters Score -3318932 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3320284.250000 Penalty: 5090.437500
	Iteration 12F: 3 clusters Score -3320284 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3321528.500000 Penalty: 5090.437500
	Iteration 13F: 3 clusters Score -3321528 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3322472.250000 Penalty: 5090.437500
	Iteration 14Q: 3 clusters Score -3322472 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3323060.500000 Penalty: 5090.437500
	Iteration 15Q: 3 clusters Score -3323060 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3323344.250000 Penalty: 5090.437500
	Iteration 16Q: 3 clusters Score -3323344 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3323476.250000 Penalty: 5090.437500
	Iteration 17Q: 3 clusters Score -3323476 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3323544.250000 Penalty: 5090.437500
	Iteration 18Q: 3 clusters Score -3323544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3323594.500000 Penalty: 5090.437500
	Iteration 19Q: 3 clusters Score -3323594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3323625.750000 Penalty: 5090.437500
	Iteration 20F: 3 clusters Score -3323626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3323654.250000 Penalty: 5090.437500
	Iteration 21Q: 3 clusters Score -3323654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3323666.000000 Penalty: 5090.437500
	Iteration 22Q: 3 clusters Score -3323666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3323686.750000 Penalty: 5090.437500
	Iteration 23Q: 3 clusters Score -3323687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3323693.500000 Penalty: 5090.437500
	Iteration 24Q: 3 clusters Score -3323694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3323704.500000 Penalty: 5090.437500
	Iteration 25Q: 3 clusters Score -3323704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3323715.750000 Penalty: 5090.437500
	Iteration 26Q: 3 clusters Score -3323716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3323722.500000 Penalty: 5090.437500
	Iteration 27Q: 3 clusters Score -3323722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3323723.250000 Penalty: 5090.437500
	Iteration 28Q: 3 clusters Score -3323723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3323727.500000 Penalty: 5090.437500
	Iteration 29Q: 3 clusters Score -3323728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3323728.250000 Penalty: 5090.437500
	Iteration 30Q: 3 clusters Score -3323728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3323730.750000 Penalty: 5090.437500
	Iteration 31Q: 3 clusters Score -3323731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3323730.750000 Penalty: 5090.437500
	Iteration 32F: 3 clusters Score -3323731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -20353.580078 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -20353.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19297.117188 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -19297.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19366.775391 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -19366.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19374.619141 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -19374.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19385.472656 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -19385.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19389.931641 Penalty: 2637.787598
	Iteration 4Q: 3 clusters Score -19389.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19389.931641 Penalty: 2637.787598
	Iteration 5F: 3 clusters Score -19389.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111858 members 
Entering Unmasked Estep 
Score: -13140822.000000 Penalty: 2882.996338
	Iteration 0F: 2 clusters Score -1.314082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -13066162.000000 Penalty: 5765.992676
	Iteration 0F: 3 clusters Score -1.306616e+07 nChanged 52904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -13096643.000000 Penalty: 5765.992676
	Iteration 1F: 3 clusters Score -1.309664e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -13097684.000000 Penalty: 5765.992676
	Iteration 2Q: 3 clusters Score -1.309768e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -13098804.000000 Penalty: 5765.992676
	Iteration 3Q: 3 clusters Score -1.30988e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -13100245.000000 Penalty: 5765.992676
	Iteration 4Q: 3 clusters Score -1.310024e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -13102133.000000 Penalty: 5765.992676
	Iteration 5Q: 3 clusters Score -1.310213e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -13104619.000000 Penalty: 5765.992676
	Iteration 6Q: 3 clusters Score -1.310462e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -13108228.000000 Penalty: 5765.992676
	Iteration 7F: 3 clusters Score -1.310823e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -13113215.000000 Penalty: 5765.992676
	Iteration 8F: 3 clusters Score -1.311322e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -13119192.000000 Penalty: 5765.992676
	Iteration 9F: 3 clusters Score -1.311919e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -13124607.000000 Penalty: 5765.992676
	Iteration 10F: 3 clusters Score -1.312461e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -13127863.000000 Penalty: 5765.992676
	Iteration 11Q: 3 clusters Score -1.312786e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -13129433.000000 Penalty: 5765.992676
	Iteration 12Q: 3 clusters Score -1.312943e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87571 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -13130464.000000 Penalty: 5765.992676
	Iteration 13Q: 3 clusters Score -1.313046e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -13131255.000000 Penalty: 5765.992676
	Iteration 14Q: 3 clusters Score -1.313126e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90921 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -13131834.000000 Penalty: 5765.992676
	Iteration 15Q: 3 clusters Score -1.313183e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92484 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -13132470.000000 Penalty: 5765.992676
	Iteration 16Q: 3 clusters Score -1.313247e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93957 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -13133038.000000 Penalty: 5765.992676
	Iteration 17Q: 3 clusters Score -1.313304e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -13133538.000000 Penalty: 5765.992676
	Iteration 18Q: 3 clusters Score -1.313354e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -13134031.000000 Penalty: 5765.992676
	Iteration 19Q: 3 clusters Score -1.313403e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -13134472.000000 Penalty: 5765.992676
	Iteration 20F: 3 clusters Score -1.313447e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99125 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -13134888.000000 Penalty: 5765.992676
	Iteration 21Q: 3 clusters Score -1.313489e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -13135165.000000 Penalty: 5765.992676
	Iteration 22Q: 3 clusters Score -1.313516e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -13135631.000000 Penalty: 5765.992676
	Iteration 23Q: 3 clusters Score -1.313563e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -13135944.000000 Penalty: 5765.992676
	Iteration 24Q: 3 clusters Score -1.313594e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -13136262.000000 Penalty: 5765.992676
	Iteration 25Q: 3 clusters Score -1.313626e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -13136597.000000 Penalty: 5765.992676
	Iteration 26Q: 3 clusters Score -1.31366e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104789 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -13136872.000000 Penalty: 5765.992676
	Iteration 27Q: 3 clusters Score -1.313687e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -13137126.000000 Penalty: 5765.992676
	Iteration 28Q: 3 clusters Score -1.313713e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -13137412.000000 Penalty: 5765.992676
	Iteration 29Q: 3 clusters Score -1.313741e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106763 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -13137666.000000 Penalty: 5765.992676
	Iteration 30Q: 3 clusters Score -1.313767e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107252 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -13137829.000000 Penalty: 5765.992676
	Iteration 31Q: 3 clusters Score -1.313783e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107653 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -13137964.000000 Penalty: 5765.992676
	Iteration 32Q: 3 clusters Score -1.313796e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107992 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -13138065.000000 Penalty: 5765.992676
	Iteration 33Q: 3 clusters Score -1.313806e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108267 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -13138197.000000 Penalty: 5765.992676
	Iteration 34Q: 3 clusters Score -1.31382e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -13138244.000000 Penalty: 5765.992676
	Iteration 35Q: 3 clusters Score -1.313824e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108656 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -13138302.000000 Penalty: 5765.992676
	Iteration 36Q: 3 clusters Score -1.31383e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108805 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -13138324.000000 Penalty: 5765.992676
	Iteration 37Q: 3 clusters Score -1.313832e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108940 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -13138395.000000 Penalty: 5765.992676
	Iteration 38Q: 3 clusters Score -1.31384e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109074 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -13138407.000000 Penalty: 5765.992676
	Iteration 39Q: 3 clusters Score -1.313841e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -13138461.000000 Penalty: 5765.992676
	Iteration 40F: 3 clusters Score -1.313846e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109272 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -13138461.000000 Penalty: 5765.992676
	Iteration 41Q: 3 clusters Score -1.313846e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109351 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -13138479.000000 Penalty: 5765.992676
	Iteration 42Q: 3 clusters Score -1.313848e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -13138492.000000 Penalty: 5765.992676
	Iteration 43Q: 3 clusters Score -1.313849e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -13138519.000000 Penalty: 5765.992676
	Iteration 44Q: 3 clusters Score -1.313852e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109611 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -13138543.000000 Penalty: 5765.992676
	Iteration 45Q: 3 clusters Score -1.313854e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109674 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -13138573.000000 Penalty: 5765.992676
	Iteration 46Q: 3 clusters Score -1.313857e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109724 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -13138594.000000 Penalty: 5765.992676
	Iteration 47Q: 3 clusters Score -1.313859e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109779 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -13138583.000000 Penalty: 5765.992676
	Iteration 48Q: 3 clusters Score -1.313858e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109819 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -13138576.000000 Penalty: 5765.992676
	Iteration 49Q: 3 clusters Score -1.313858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109852 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -13138580.000000 Penalty: 5765.992676
	Iteration 50Q: 3 clusters Score -1.313858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109885 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -13138618.000000 Penalty: 5765.992676
	Iteration 51Q: 3 clusters Score -1.313862e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -13138590.000000 Penalty: 5765.992676
	Iteration 52Q: 3 clusters Score -1.313859e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109938 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -13138612.000000 Penalty: 5765.992676
	Iteration 53Q: 3 clusters Score -1.313861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109957 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -13138594.000000 Penalty: 5765.992676
	Iteration 54Q: 3 clusters Score -1.313859e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109977 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -13138601.000000 Penalty: 5765.992676
	Iteration 55Q: 3 clusters Score -1.31386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109999 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -13138597.000000 Penalty: 5765.992676
	Iteration 56Q: 3 clusters Score -1.31386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110017 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -13138602.000000 Penalty: 5765.992676
	Iteration 57Q: 3 clusters Score -1.31386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110037 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -13138608.000000 Penalty: 5765.992676
	Iteration 58Q: 3 clusters Score -1.313861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110055 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -13138608.000000 Penalty: 5765.992676
	Iteration 59Q: 3 clusters Score -1.313861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -13138609.000000 Penalty: 5765.992676
	Iteration 60F: 3 clusters Score -1.313861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110097 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -13138623.000000 Penalty: 5765.992676
	Iteration 61Q: 3 clusters Score -1.313862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110115 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -13138640.000000 Penalty: 5765.992676
	Iteration 62Q: 3 clusters Score -1.313864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110125 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -13138640.000000 Penalty: 5765.992676
	Iteration 63Q: 3 clusters Score -1.313864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110138 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -13138639.000000 Penalty: 5765.992676
	Iteration 64Q: 3 clusters Score -1.313864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110155 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -13138641.000000 Penalty: 5765.992676
	Iteration 65Q: 3 clusters Score -1.313864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -13138637.000000 Penalty: 5765.992676
	Iteration 66Q: 3 clusters Score -1.313864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110179 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -13138645.000000 Penalty: 5765.992676
	Iteration 67Q: 3 clusters Score -1.313864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110196 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -13138640.000000 Penalty: 5765.992676
	Iteration 68Q: 3 clusters Score -1.313864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110206 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -13138651.000000 Penalty: 5765.992676
	Iteration 69Q: 3 clusters Score -1.313865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110209 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -13138641.000000 Penalty: 5765.992676
	Iteration 70Q: 3 clusters Score -1.313864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110213 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -13138642.000000 Penalty: 5765.992676
	Iteration 71Q: 3 clusters Score -1.313864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110218 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -13138635.000000 Penalty: 5765.992676
	Iteration 72Q: 3 clusters Score -1.313864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110219 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -13138633.000000 Penalty: 5765.992676
	Iteration 73Q: 3 clusters Score -1.313863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110223 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -13138630.000000 Penalty: 5765.992676
	Iteration 74Q: 3 clusters Score -1.313863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110227 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -13138636.000000 Penalty: 5765.992676
	Iteration 75Q: 3 clusters Score -1.313864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110230 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -13138635.000000 Penalty: 5765.992676
	Iteration 76Q: 3 clusters Score -1.313864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110230 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -13138637.000000 Penalty: 5765.992676
	Iteration 77Q: 3 clusters Score -1.313864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110230 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -13138637.000000 Penalty: 5765.992676
	Iteration 78F: 3 clusters Score -1.313864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92321.804688 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92321.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90480.289062 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90480.29 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90762.609375 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -90762.61 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -90874.289062 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -90874.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90914.156250 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -90914.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90934.281250 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -90934.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90955.156250 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -90955.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90965.968750 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -90965.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90971.460938 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -90971.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90977.632812 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -90977.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90981.218750 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -90981.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90981.218750 Penalty: 3342.123535
	Iteration 10F: 3 clusters Score -90981.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Entering Unmasked Estep 
Score: -2615953.250000 Penalty: 2482.993896
	Iteration 0F: 2 clusters Score -2615953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2600443.500000 Penalty: 4965.987793
	Iteration 0F: 3 clusters Score -2600444 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2605566.250000 Penalty: 4965.987793
	Iteration 1F: 3 clusters Score -2605566 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2606170.000000 Penalty: 4965.987793
	Iteration 2F: 3 clusters Score -2606170 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2606932.000000 Penalty: 4965.987793
	Iteration 3F: 3 clusters Score -2606932 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2607924.500000 Penalty: 4965.987793
	Iteration 4F: 3 clusters Score -2607924 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2609211.250000 Penalty: 4965.987793
	Iteration 5F: 3 clusters Score -2609211 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2610750.500000 Penalty: 4965.987793
	Iteration 6F: 3 clusters Score -2610750 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2612251.000000 Penalty: 4965.987793
	Iteration 7F: 3 clusters Score -2612251 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2613374.500000 Penalty: 4965.987793
	Iteration 8Q: 3 clusters Score -2613374 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2613899.500000 Penalty: 4965.987793
	Iteration 9Q: 3 clusters Score -2613900 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2614109.500000 Penalty: 4965.987793
	Iteration 10Q: 3 clusters Score -2614110 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2614181.000000 Penalty: 4965.987793
	Iteration 11Q: 3 clusters Score -2614181 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2614217.500000 Penalty: 4965.987793
	Iteration 12Q: 3 clusters Score -2614218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2614240.750000 Penalty: 4965.987793
	Iteration 13Q: 3 clusters Score -2614241 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2614256.500000 Penalty: 4965.987793
	Iteration 14Q: 3 clusters Score -2614256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2614272.750000 Penalty: 4965.987793
	Iteration 15Q: 3 clusters Score -2614273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2614283.500000 Penalty: 4965.987793
	Iteration 16Q: 3 clusters Score -2614284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2614293.750000 Penalty: 4965.987793
	Iteration 17Q: 3 clusters Score -2614294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2614303.750000 Penalty: 4965.987793
	Iteration 18Q: 3 clusters Score -2614304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2614316.000000 Penalty: 4965.987793
	Iteration 19Q: 3 clusters Score -2614316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2614325.750000 Penalty: 4965.987793
	Iteration 20F: 3 clusters Score -2614326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2614327.500000 Penalty: 4965.987793
	Iteration 21Q: 3 clusters Score -2614328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2614327.250000 Penalty: 4965.987793
	Iteration 22Q: 3 clusters Score -2614327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2614329.000000 Penalty: 4965.987793
	Iteration 23Q: 3 clusters Score -2614329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2614325.250000 Penalty: 4965.987793
	Iteration 24Q: 3 clusters Score -2614325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2614329.500000 Penalty: 4965.987793
	Iteration 25Q: 3 clusters Score -2614330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2614337.750000 Penalty: 4965.987793
	Iteration 26Q: 3 clusters Score -2614338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2614340.500000 Penalty: 4965.987793
	Iteration 27Q: 3 clusters Score -2614340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2614343.000000 Penalty: 4965.987793
	Iteration 28Q: 3 clusters Score -2614343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2614350.000000 Penalty: 4965.987793
	Iteration 29Q: 3 clusters Score -2614350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2614354.750000 Penalty: 4965.987793
	Iteration 30Q: 3 clusters Score -2614355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2614356.750000 Penalty: 4965.987793
	Iteration 31Q: 3 clusters Score -2614357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2614362.000000 Penalty: 4965.987793
	Iteration 32Q: 3 clusters Score -2614362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2614363.000000 Penalty: 4965.987793
	Iteration 33Q: 3 clusters Score -2614363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2614364.250000 Penalty: 4965.987793
	Iteration 34Q: 3 clusters Score -2614364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2614361.000000 Penalty: 4965.987793
	Iteration 35Q: 3 clusters Score -2614361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2614362.500000 Penalty: 4965.987793
	Iteration 36Q: 3 clusters Score -2614362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2614363.500000 Penalty: 4965.987793
	Iteration 37Q: 3 clusters Score -2614364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2614364.000000 Penalty: 4965.987793
	Iteration 38Q: 3 clusters Score -2614364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2614368.500000 Penalty: 4965.987793
	Iteration 39Q: 3 clusters Score -2614368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2614370.500000 Penalty: 4965.987793
	Iteration 40F: 3 clusters Score -2614370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2614374.750000 Penalty: 4965.987793
	Iteration 41Q: 3 clusters Score -2614375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2614380.250000 Penalty: 4965.987793
	Iteration 42Q: 3 clusters Score -2614380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2614380.750000 Penalty: 4965.987793
	Iteration 43Q: 3 clusters Score -2614381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2614385.750000 Penalty: 4965.987793
	Iteration 44Q: 3 clusters Score -2614386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2614385.500000 Penalty: 4965.987793
	Iteration 45Q: 3 clusters Score -2614386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2614385.000000 Penalty: 4965.987793
	Iteration 46Q: 3 clusters Score -2614385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2614387.500000 Penalty: 4965.987793
	Iteration 47Q: 3 clusters Score -2614388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2614388.500000 Penalty: 4965.987793
	Iteration 48Q: 3 clusters Score -2614388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2614397.000000 Penalty: 4965.987793
	Iteration 49Q: 3 clusters Score -2614397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2614401.000000 Penalty: 4965.987793
	Iteration 50Q: 3 clusters Score -2614401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2614404.750000 Penalty: 4965.987793
	Iteration 51Q: 3 clusters Score -2614405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2614401.500000 Penalty: 4965.987793
	Iteration 52Q: 3 clusters Score -2614402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2614405.250000 Penalty: 4965.987793
	Iteration 53Q: 3 clusters Score -2614405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2614407.000000 Penalty: 4965.987793
	Iteration 54Q: 3 clusters Score -2614407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2614410.500000 Penalty: 4965.987793
	Iteration 55Q: 3 clusters Score -2614410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2614414.750000 Penalty: 4965.987793
	Iteration 56Q: 3 clusters Score -2614415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2614419.000000 Penalty: 4965.987793
	Iteration 57Q: 3 clusters Score -2614419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2614422.750000 Penalty: 4965.987793
	Iteration 58Q: 3 clusters Score -2614423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2614422.250000 Penalty: 4965.987793
	Iteration 59Q: 3 clusters Score -2614422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2614426.000000 Penalty: 4965.987793
	Iteration 60F: 3 clusters Score -2614426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2614431.250000 Penalty: 4965.987793
	Iteration 61Q: 3 clusters Score -2614431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2614426.750000 Penalty: 4965.987793
	Iteration 62Q: 3 clusters Score -2614427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2614433.000000 Penalty: 4965.987793
	Iteration 63Q: 3 clusters Score -2614433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2614429.750000 Penalty: 4965.987793
	Iteration 64Q: 3 clusters Score -2614430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2614433.000000 Penalty: 4965.987793
	Iteration 65Q: 3 clusters Score -2614433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2614445.250000 Penalty: 4965.987793
	Iteration 66Q: 3 clusters Score -2614445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2614450.000000 Penalty: 4965.987793
	Iteration 67Q: 3 clusters Score -2614450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2614459.250000 Penalty: 4965.987793
	Iteration 68Q: 3 clusters Score -2614459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2614461.250000 Penalty: 4965.987793
	Iteration 69Q: 3 clusters Score -2614461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2614460.000000 Penalty: 4965.987793
	Iteration 70Q: 3 clusters Score -2614460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2614462.500000 Penalty: 4965.987793
	Iteration 71Q: 3 clusters Score -2614462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2614461.500000 Penalty: 4965.987793
	Iteration 72Q: 3 clusters Score -2614462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2614461.500000 Penalty: 4965.987793
	Iteration 73Q: 3 clusters Score -2614462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2614463.250000 Penalty: 4965.987793
	Iteration 74Q: 3 clusters Score -2614463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2614461.750000 Penalty: 4965.987793
	Iteration 75Q: 3 clusters Score -2614462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2614461.750000 Penalty: 4965.987793
	Iteration 76F: 3 clusters Score -2614462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Entering Unmasked Estep 
Score: -4668047.000000 Penalty: 2634.771729
	Iteration 0F: 2 clusters Score -4668047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -4640082.000000 Penalty: 5269.543457
	Iteration 0F: 3 clusters Score -4640082 nChanged 18790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -4650582.000000 Penalty: 5269.543457
	Iteration 1F: 3 clusters Score -4650582 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -4650997.000000 Penalty: 5269.543457
	Iteration 2Q: 3 clusters Score -4650997 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -4651409.000000 Penalty: 5269.543457
	Iteration 3Q: 3 clusters Score -4651409 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4651959.000000 Penalty: 5269.543457
	Iteration 4Q: 3 clusters Score -4651959 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -4652670.000000 Penalty: 5269.543457
	Iteration 5Q: 3 clusters Score -4652670 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4653895.000000 Penalty: 5269.543457
	Iteration 6F: 3 clusters Score -4653895 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -4655919.000000 Penalty: 5269.543457
	Iteration 7F: 3 clusters Score -4655919 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -4658867.500000 Penalty: 5269.543457
	Iteration 8F: 3 clusters Score -4658868 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4661956.500000 Penalty: 5269.543457
	Iteration 9F: 3 clusters Score -4661956 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4664050.500000 Penalty: 5269.543457
	Iteration 10F: 3 clusters Score -4664050 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4665057.500000 Penalty: 5269.543457
	Iteration 11Q: 3 clusters Score -4665058 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4665475.000000 Penalty: 5269.543457
	Iteration 12Q: 3 clusters Score -4665475 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4665685.000000 Penalty: 5269.543457
	Iteration 13Q: 3 clusters Score -4665685 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4665769.500000 Penalty: 5269.543457
	Iteration 14Q: 3 clusters Score -4665770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4665810.500000 Penalty: 5269.543457
	Iteration 15Q: 3 clusters Score -4665810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4665841.500000 Penalty: 5269.543457
	Iteration 16Q: 3 clusters Score -4665842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4665857.000000 Penalty: 5269.543457
	Iteration 17Q: 3 clusters Score -4665857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4665876.000000 Penalty: 5269.543457
	Iteration 18Q: 3 clusters Score -4665876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4665887.500000 Penalty: 5269.543457
	Iteration 19Q: 3 clusters Score -4665888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4665894.000000 Penalty: 5269.543457
	Iteration 20F: 3 clusters Score -4665894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4665900.000000 Penalty: 5269.543457
	Iteration 21Q: 3 clusters Score -4665900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4665906.000000 Penalty: 5269.543457
	Iteration 22Q: 3 clusters Score -4665906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4665913.500000 Penalty: 5269.543457
	Iteration 23Q: 3 clusters Score -4665914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4665913.500000 Penalty: 5269.543457
	Iteration 24F: 3 clusters Score -4665914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226456 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180466 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111858 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654168.000000 Penalty: 43162.746094
Iteration 359Q: 14 clusters Score -7.465417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3764 members 
Mstep: Class 3 contains 226455 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 7 contains 180466 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 28652 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 14 contains 111858 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 22294 members 
Mstep: Class 19 contains 41114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654168.000000 Penalty: 43162.746094
Iteration 360F: 14 clusters Score -7.465417e+07 nChanged 0
Entering ConstructFrom: 
Score: -74654168.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 1 (14011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Entering Unmasked Estep 
Score: -1658769.875000 Penalty: 2367.804199
	Iteration 0F: 2 clusters Score -1658770 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 6972 members 
Entering Unmasked Estep 
Score: -1648599.750000 Penalty: 4735.608398
	Iteration 0F: 3 clusters Score -1648600 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1651697.750000 Penalty: 4735.608398
	Iteration 1F: 3 clusters Score -1651698 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1651973.000000 Penalty: 4735.608398
	Iteration 2F: 3 clusters Score -1651973 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1652171.875000 Penalty: 4735.608398
	Iteration 3Q: 3 clusters Score -1652172 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1652309.250000 Penalty: 4735.608398
	Iteration 4Q: 3 clusters Score -1652309 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1652400.125000 Penalty: 4735.608398
	Iteration 5Q: 3 clusters Score -1652400 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1652496.875000 Penalty: 4735.608398
	Iteration 6Q: 3 clusters Score -1652497 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1652594.625000 Penalty: 4735.608398
	Iteration 7Q: 3 clusters Score -1652595 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1652699.875000 Penalty: 4735.608398
	Iteration 8Q: 3 clusters Score -1652700 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1652852.000000 Penalty: 4735.608398
	Iteration 9Q: 3 clusters Score -1652852 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1653068.875000 Penalty: 4735.608398
	Iteration 10Q: 3 clusters Score -1653069 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1653372.000000 Penalty: 4735.608398
	Iteration 11Q: 3 clusters Score -1653372 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1653803.750000 Penalty: 4735.608398
	Iteration 12Q: 3 clusters Score -1653804 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1654340.500000 Penalty: 4735.608398
	Iteration 13F: 3 clusters Score -1654340 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1654971.375000 Penalty: 4735.608398
	Iteration 14F: 3 clusters Score -1654971 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1655544.875000 Penalty: 4735.608398
	Iteration 15Q: 3 clusters Score -1655545 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1655999.125000 Penalty: 4735.608398
	Iteration 16Q: 3 clusters Score -1655999 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1656293.375000 Penalty: 4735.608398
	Iteration 17Q: 3 clusters Score -1656293 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1656463.375000 Penalty: 4735.608398
	Iteration 18Q: 3 clusters Score -1656463 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1656558.875000 Penalty: 4735.608398
	Iteration 19Q: 3 clusters Score -1656559 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1656630.250000 Penalty: 4735.608398
	Iteration 20F: 3 clusters Score -1656630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1656682.750000 Penalty: 4735.608398
	Iteration 21Q: 3 clusters Score -1656683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1656720.375000 Penalty: 4735.608398
	Iteration 22Q: 3 clusters Score -1656720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1656751.500000 Penalty: 4735.608398
	Iteration 23Q: 3 clusters Score -1656752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1656780.500000 Penalty: 4735.608398
	Iteration 24Q: 3 clusters Score -1656780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1656791.000000 Penalty: 4735.608398
	Iteration 25Q: 3 clusters Score -1656791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1656797.375000 Penalty: 4735.608398
	Iteration 26Q: 3 clusters Score -1656797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1656802.125000 Penalty: 4735.608398
	Iteration 27Q: 3 clusters Score -1656802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1656803.000000 Penalty: 4735.608398
	Iteration 28Q: 3 clusters Score -1656803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1656803.125000 Penalty: 4735.608398
	Iteration 29Q: 3 clusters Score -1656803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1656802.375000 Penalty: 4735.608398
	Iteration 30Q: 3 clusters Score -1656802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1656803.125000 Penalty: 4735.608398
	Iteration 31Q: 3 clusters Score -1656803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1656808.750000 Penalty: 4735.608398
	Iteration 32Q: 3 clusters Score -1656809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1656807.375000 Penalty: 4735.608398
	Iteration 33Q: 3 clusters Score -1656807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1656809.000000 Penalty: 4735.608398
	Iteration 34Q: 3 clusters Score -1656809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1656809.000000 Penalty: 4735.608398
	Iteration 35F: 3 clusters Score -1656809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -435579.562500 Penalty: 2041.842896
	Iteration 0F: 2 clusters Score -435579.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -431795.437500 Penalty: 4083.685791
	Iteration 0F: 3 clusters Score -431795.4 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -432649.031250 Penalty: 4083.685791
	Iteration 1F: 3 clusters Score -432649 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -432845.093750 Penalty: 4083.685791
	Iteration 2F: 3 clusters Score -432845.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -432963.031250 Penalty: 4083.685791
	Iteration 3Q: 3 clusters Score -432963 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -433040.656250 Penalty: 4083.685791
	Iteration 4Q: 3 clusters Score -433040.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -433096.875000 Penalty: 4083.685791
	Iteration 5Q: 3 clusters Score -433096.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -433146.531250 Penalty: 4083.685791
	Iteration 6Q: 3 clusters Score -433146.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -433186.031250 Penalty: 4083.685791
	Iteration 7Q: 3 clusters Score -433186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -433226.000000 Penalty: 4083.685791
	Iteration 8Q: 3 clusters Score -433226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -433274.000000 Penalty: 4083.685791
	Iteration 9Q: 3 clusters Score -433274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -433305.656250 Penalty: 4083.685791
	Iteration 10Q: 3 clusters Score -433305.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -433338.531250 Penalty: 4083.685791
	Iteration 11Q: 3 clusters Score -433338.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -433365.406250 Penalty: 4083.685791
	Iteration 12Q: 3 clusters Score -433365.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -433384.500000 Penalty: 4083.685791
	Iteration 13Q: 3 clusters Score -433384.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -433402.968750 Penalty: 4083.685791
	Iteration 14Q: 3 clusters Score -433403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -433420.031250 Penalty: 4083.685791
	Iteration 15Q: 3 clusters Score -433420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -433435.093750 Penalty: 4083.685791
	Iteration 16Q: 3 clusters Score -433435.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -433445.531250 Penalty: 4083.685791
	Iteration 17Q: 3 clusters Score -433445.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -433452.562500 Penalty: 4083.685791
	Iteration 18Q: 3 clusters Score -433452.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -433457.500000 Penalty: 4083.685791
	Iteration 19Q: 3 clusters Score -433457.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -433461.187500 Penalty: 4083.685791
	Iteration 20F: 3 clusters Score -433461.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -433464.343750 Penalty: 4083.685791
	Iteration 21Q: 3 clusters Score -433464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -433464.906250 Penalty: 4083.685791
	Iteration 22Q: 3 clusters Score -433464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -433465.875000 Penalty: 4083.685791
	Iteration 23Q: 3 clusters Score -433465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -433467.312500 Penalty: 4083.685791
	Iteration 24Q: 3 clusters Score -433467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -433468.937500 Penalty: 4083.685791
	Iteration 25Q: 3 clusters Score -433468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -433469.656250 Penalty: 4083.685791
	Iteration 26Q: 3 clusters Score -433469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -433470.062500 Penalty: 4083.685791
	Iteration 27Q: 3 clusters Score -433470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -433470.375000 Penalty: 4083.685791
	Iteration 28Q: 3 clusters Score -433470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -433471.750000 Penalty: 4083.685791
	Iteration 29Q: 3 clusters Score -433471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -433472.031250 Penalty: 4083.685791
	Iteration 30Q: 3 clusters Score -433472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -433472.781250 Penalty: 4083.685791
	Iteration 31Q: 3 clusters Score -433472.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -433472.781250 Penalty: 4083.685791
	Iteration 32F: 3 clusters Score -433472.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (226455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226455 members 
Entering Unmasked Estep 
Score: -26289080.000000 Penalty: 3057.914795
	Iteration 0F: 2 clusters Score -2.628908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113216 members 
Mstep: Class 2 contains 113239 members 
Entering Unmasked Estep 
Score: -26141912.000000 Penalty: 6115.829590
	Iteration 0F: 3 clusters Score -2.614191e+07 nChanged 109026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111444 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -26206954.000000 Penalty: 6115.829590
	Iteration 1F: 3 clusters Score -2.620695e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109947 members 
Mstep: Class 2 contains 116508 members 
Entering Unmasked Estep 
Score: -26208978.000000 Penalty: 6115.829590
	Iteration 2Q: 3 clusters Score -2.620898e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107683 members 
Mstep: Class 2 contains 118772 members 
Entering Unmasked Estep 
Score: -26212142.000000 Penalty: 6115.829590
	Iteration 3Q: 3 clusters Score -2.621214e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104493 members 
Mstep: Class 2 contains 121962 members 
Entering Unmasked Estep 
Score: -26216878.000000 Penalty: 6115.829590
	Iteration 4Q: 3 clusters Score -2.621688e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100541 members 
Mstep: Class 2 contains 125914 members 
Entering Unmasked Estep 
Score: -26223244.000000 Penalty: 6115.829590
	Iteration 5F: 3 clusters Score -2.622324e+07 nChanged 13283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96174 members 
Mstep: Class 2 contains 130281 members 
Entering Unmasked Estep 
Score: -26231148.000000 Penalty: 6115.829590
	Iteration 6F: 3 clusters Score -2.623115e+07 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91693 members 
Mstep: Class 2 contains 134762 members 
Entering Unmasked Estep 
Score: -26240692.000000 Penalty: 6115.829590
	Iteration 7F: 3 clusters Score -2.624069e+07 nChanged 13370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 138440 members 
Entering Unmasked Estep 
Score: -26249816.000000 Penalty: 6115.829590
	Iteration 8F: 3 clusters Score -2.624982e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 141272 members 
Entering Unmasked Estep 
Score: -26255664.000000 Penalty: 6115.829590
	Iteration 9Q: 3 clusters Score -2.625566e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 143852 members 
Entering Unmasked Estep 
Score: -26258516.000000 Penalty: 6115.829590
	Iteration 10Q: 3 clusters Score -2.625852e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 146601 members 
Entering Unmasked Estep 
Score: -26259800.000000 Penalty: 6115.829590
	Iteration 11Q: 3 clusters Score -2.62598e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 149583 members 
Entering Unmasked Estep 
Score: -26260816.000000 Penalty: 6115.829590
	Iteration 12Q: 3 clusters Score -2.626082e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73593 members 
Mstep: Class 2 contains 152862 members 
Entering Unmasked Estep 
Score: -26261648.000000 Penalty: 6115.829590
	Iteration 13Q: 3 clusters Score -2.626165e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 156352 members 
Entering Unmasked Estep 
Score: -26262832.000000 Penalty: 6115.829590
	Iteration 14Q: 3 clusters Score -2.626283e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 160109 members 
Entering Unmasked Estep 
Score: -26264116.000000 Penalty: 6115.829590
	Iteration 15Q: 3 clusters Score -2.626412e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 163998 members 
Entering Unmasked Estep 
Score: -26265340.000000 Penalty: 6115.829590
	Iteration 16Q: 3 clusters Score -2.626534e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 168032 members 
Entering Unmasked Estep 
Score: -26266888.000000 Penalty: 6115.829590
	Iteration 17Q: 3 clusters Score -2.626689e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 172172 members 
Entering Unmasked Estep 
Score: -26268362.000000 Penalty: 6115.829590
	Iteration 18Q: 3 clusters Score -2.626836e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 176280 members 
Entering Unmasked Estep 
Score: -26269888.000000 Penalty: 6115.829590
	Iteration 19Q: 3 clusters Score -2.626989e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 180314 members 
Entering Unmasked Estep 
Score: -26271188.000000 Penalty: 6115.829590
	Iteration 20F: 3 clusters Score -2.627119e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 184208 members 
Entering Unmasked Estep 
Score: -26272542.000000 Penalty: 6115.829590
	Iteration 21Q: 3 clusters Score -2.627254e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 187930 members 
Entering Unmasked Estep 
Score: -26273748.000000 Penalty: 6115.829590
	Iteration 22Q: 3 clusters Score -2.627375e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 191448 members 
Entering Unmasked Estep 
Score: -26275266.000000 Penalty: 6115.829590
	Iteration 23Q: 3 clusters Score -2.627527e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 194752 members 
Entering Unmasked Estep 
Score: -26276666.000000 Penalty: 6115.829590
	Iteration 24Q: 3 clusters Score -2.627667e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 197777 members 
Entering Unmasked Estep 
Score: -26277952.000000 Penalty: 6115.829590
	Iteration 25Q: 3 clusters Score -2.627795e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 200494 members 
Entering Unmasked Estep 
Score: -26279172.000000 Penalty: 6115.829590
	Iteration 26Q: 3 clusters Score -2.627917e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 202923 members 
Entering Unmasked Estep 
Score: -26280022.000000 Penalty: 6115.829590
	Iteration 27Q: 3 clusters Score -2.628002e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 205160 members 
Entering Unmasked Estep 
Score: -26281106.000000 Penalty: 6115.829590
	Iteration 28Q: 3 clusters Score -2.628111e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 207147 members 
Entering Unmasked Estep 
Score: -26281852.000000 Penalty: 6115.829590
	Iteration 29Q: 3 clusters Score -2.628185e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 208921 members 
Entering Unmasked Estep 
Score: -26282528.000000 Penalty: 6115.829590
	Iteration 30Q: 3 clusters Score -2.628253e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 210459 members 
Entering Unmasked Estep 
Score: -26283152.000000 Penalty: 6115.829590
	Iteration 31Q: 3 clusters Score -2.628315e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 211793 members 
Entering Unmasked Estep 
Score: -26283582.000000 Penalty: 6115.829590
	Iteration 32Q: 3 clusters Score -2.628358e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 212963 members 
Entering Unmasked Estep 
Score: -26283984.000000 Penalty: 6115.829590
	Iteration 33Q: 3 clusters Score -2.628398e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 214017 members 
Entering Unmasked Estep 
Score: -26284338.000000 Penalty: 6115.829590
	Iteration 34Q: 3 clusters Score -2.628434e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 214967 members 
Entering Unmasked Estep 
Score: -26284492.000000 Penalty: 6115.829590
	Iteration 35Q: 3 clusters Score -2.628449e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 215832 members 
Entering Unmasked Estep 
Score: -26284740.000000 Penalty: 6115.829590
	Iteration 36Q: 3 clusters Score -2.628474e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 216608 members 
Entering Unmasked Estep 
Score: -26284936.000000 Penalty: 6115.829590
	Iteration 37Q: 3 clusters Score -2.628494e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 217285 members 
Entering Unmasked Estep 
Score: -26285144.000000 Penalty: 6115.829590
	Iteration 38Q: 3 clusters Score -2.628514e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 217900 members 
Entering Unmasked Estep 
Score: -26285346.000000 Penalty: 6115.829590
	Iteration 39Q: 3 clusters Score -2.628535e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 218449 members 
Entering Unmasked Estep 
Score: -26285524.000000 Penalty: 6115.829590
	Iteration 40F: 3 clusters Score -2.628552e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 218972 members 
Entering Unmasked Estep 
Score: -26285662.000000 Penalty: 6115.829590
	Iteration 41Q: 3 clusters Score -2.628566e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 219492 members 
Entering Unmasked Estep 
Score: -26285772.000000 Penalty: 6115.829590
	Iteration 42Q: 3 clusters Score -2.628577e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 219965 members 
Entering Unmasked Estep 
Score: -26285928.000000 Penalty: 6115.829590
	Iteration 43Q: 3 clusters Score -2.628593e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 220382 members 
Entering Unmasked Estep 
Score: -26285978.000000 Penalty: 6115.829590
	Iteration 44Q: 3 clusters Score -2.628598e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 220762 members 
Entering Unmasked Estep 
Score: -26286100.000000 Penalty: 6115.829590
	Iteration 45Q: 3 clusters Score -2.62861e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 221116 members 
Entering Unmasked Estep 
Score: -26286162.000000 Penalty: 6115.829590
	Iteration 46Q: 3 clusters Score -2.628616e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 221461 members 
Entering Unmasked Estep 
Score: -26286282.000000 Penalty: 6115.829590
	Iteration 47Q: 3 clusters Score -2.628628e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 221761 members 
Entering Unmasked Estep 
Score: -26286308.000000 Penalty: 6115.829590
	Iteration 48Q: 3 clusters Score -2.628631e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 222035 members 
Entering Unmasked Estep 
Score: -26286382.000000 Penalty: 6115.829590
	Iteration 49Q: 3 clusters Score -2.628638e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 222278 members 
Entering Unmasked Estep 
Score: -26286414.000000 Penalty: 6115.829590
	Iteration 50Q: 3 clusters Score -2.628641e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 222499 members 
Entering Unmasked Estep 
Score: -26286514.000000 Penalty: 6115.829590
	Iteration 51Q: 3 clusters Score -2.628651e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 222689 members 
Entering Unmasked Estep 
Score: -26286572.000000 Penalty: 6115.829590
	Iteration 52Q: 3 clusters Score -2.628657e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 222867 members 
Entering Unmasked Estep 
Score: -26286596.000000 Penalty: 6115.829590
	Iteration 53Q: 3 clusters Score -2.62866e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 223008 members 
Entering Unmasked Estep 
Score: -26286666.000000 Penalty: 6115.829590
	Iteration 54Q: 3 clusters Score -2.628667e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 223139 members 
Entering Unmasked Estep 
Score: -26286642.000000 Penalty: 6115.829590
	Iteration 55Q: 3 clusters Score -2.628664e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 223269 members 
Entering Unmasked Estep 
Score: -26286640.000000 Penalty: 6115.829590
	Iteration 56Q: 3 clusters Score -2.628664e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 223382 members 
Entering Unmasked Estep 
Score: -26286646.000000 Penalty: 6115.829590
	Iteration 57Q: 3 clusters Score -2.628665e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 223470 members 
Entering Unmasked Estep 
Score: -26286666.000000 Penalty: 6115.829590
	Iteration 58Q: 3 clusters Score -2.628667e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 223556 members 
Entering Unmasked Estep 
Score: -26286656.000000 Penalty: 6115.829590
	Iteration 59Q: 3 clusters Score -2.628666e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 223637 members 
Entering Unmasked Estep 
Score: -26286716.000000 Penalty: 6115.829590
	Iteration 60F: 3 clusters Score -2.628672e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 223713 members 
Entering Unmasked Estep 
Score: -26286694.000000 Penalty: 6115.829590
	Iteration 61Q: 3 clusters Score -2.628669e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 223780 members 
Entering Unmasked Estep 
Score: -26286728.000000 Penalty: 6115.829590
	Iteration 62Q: 3 clusters Score -2.628673e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 223848 members 
Entering Unmasked Estep 
Score: -26286716.000000 Penalty: 6115.829590
	Iteration 63Q: 3 clusters Score -2.628672e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 223916 members 
Entering Unmasked Estep 
Score: -26286726.000000 Penalty: 6115.829590
	Iteration 64Q: 3 clusters Score -2.628673e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 223978 members 
Entering Unmasked Estep 
Score: -26286694.000000 Penalty: 6115.829590
	Iteration 65Q: 3 clusters Score -2.628669e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 224042 members 
Entering Unmasked Estep 
Score: -26286662.000000 Penalty: 6115.829590
	Iteration 66Q: 3 clusters Score -2.628666e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 224102 members 
Entering Unmasked Estep 
Score: -26286688.000000 Penalty: 6115.829590
	Iteration 67Q: 3 clusters Score -2.628669e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 224143 members 
Entering Unmasked Estep 
Score: -26286700.000000 Penalty: 6115.829590
	Iteration 68Q: 3 clusters Score -2.62867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 224172 members 
Entering Unmasked Estep 
Score: -26286720.000000 Penalty: 6115.829590
	Iteration 69Q: 3 clusters Score -2.628672e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 224209 members 
Entering Unmasked Estep 
Score: -26286730.000000 Penalty: 6115.829590
	Iteration 70Q: 3 clusters Score -2.628673e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 224248 members 
Entering Unmasked Estep 
Score: -26286724.000000 Penalty: 6115.829590
	Iteration 71Q: 3 clusters Score -2.628672e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 224282 members 
Entering Unmasked Estep 
Score: -26286734.000000 Penalty: 6115.829590
	Iteration 72Q: 3 clusters Score -2.628673e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 224326 members 
Entering Unmasked Estep 
Score: -26286738.000000 Penalty: 6115.829590
	Iteration 73Q: 3 clusters Score -2.628674e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 224364 members 
Entering Unmasked Estep 
Score: -26286732.000000 Penalty: 6115.829590
	Iteration 74Q: 3 clusters Score -2.628673e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 224396 members 
Entering Unmasked Estep 
Score: -26286750.000000 Penalty: 6115.829590
	Iteration 75Q: 3 clusters Score -2.628675e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 224418 members 
Entering Unmasked Estep 
Score: -26286744.000000 Penalty: 6115.829590
	Iteration 76Q: 3 clusters Score -2.628674e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 224440 members 
Entering Unmasked Estep 
Score: -26286718.000000 Penalty: 6115.829590
	Iteration 77Q: 3 clusters Score -2.628672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 224458 members 
Entering Unmasked Estep 
Score: -26286728.000000 Penalty: 6115.829590
	Iteration 78Q: 3 clusters Score -2.628673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 224477 members 
Entering Unmasked Estep 
Score: -26286720.000000 Penalty: 6115.829590
	Iteration 79Q: 3 clusters Score -2.628672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 224496 members 
Entering Unmasked Estep 
Score: -26286710.000000 Penalty: 6115.829590
	Iteration 80F: 3 clusters Score -2.628671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 224511 members 
Entering Unmasked Estep 
Score: -26286700.000000 Penalty: 6115.829590
	Iteration 81Q: 3 clusters Score -2.62867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 224530 members 
Entering Unmasked Estep 
Score: -26286684.000000 Penalty: 6115.829590
	Iteration 82Q: 3 clusters Score -2.628668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 224548 members 
Entering Unmasked Estep 
Score: -26286698.000000 Penalty: 6115.829590
	Iteration 83Q: 3 clusters Score -2.62867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 224559 members 
Entering Unmasked Estep 
Score: -26286708.000000 Penalty: 6115.829590
	Iteration 84Q: 3 clusters Score -2.628671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 224571 members 
Entering Unmasked Estep 
Score: -26286700.000000 Penalty: 6115.829590
	Iteration 85Q: 3 clusters Score -2.62867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 224588 members 
Entering Unmasked Estep 
Score: -26286708.000000 Penalty: 6115.829590
	Iteration 86Q: 3 clusters Score -2.628671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 224599 members 
Entering Unmasked Estep 
Score: -26286744.000000 Penalty: 6115.829590
	Iteration 87Q: 3 clusters Score -2.628674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 224607 members 
Entering Unmasked Estep 
Score: -26286746.000000 Penalty: 6115.829590
	Iteration 88Q: 3 clusters Score -2.628675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 224612 members 
Entering Unmasked Estep 
Score: -26286746.000000 Penalty: 6115.829590
	Iteration 89Q: 3 clusters Score -2.628675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 224617 members 
Entering Unmasked Estep 
Score: -26286738.000000 Penalty: 6115.829590
	Iteration 90Q: 3 clusters Score -2.628674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 224624 members 
Entering Unmasked Estep 
Score: -26286732.000000 Penalty: 6115.829590
	Iteration 91Q: 3 clusters Score -2.628673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 224626 members 
Entering Unmasked Estep 
Score: -26286720.000000 Penalty: 6115.829590
	Iteration 92Q: 3 clusters Score -2.628672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 224627 members 
Entering Unmasked Estep 
Score: -26286730.000000 Penalty: 6115.829590
	Iteration 93Q: 3 clusters Score -2.628673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 224630 members 
Entering Unmasked Estep 
Score: -26286728.000000 Penalty: 6115.829590
	Iteration 94Q: 3 clusters Score -2.628673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 224631 members 
Entering Unmasked Estep 
Score: -26286726.000000 Penalty: 6115.829590
	Iteration 95Q: 3 clusters Score -2.628673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 224635 members 
Entering Unmasked Estep 
Score: -26286704.000000 Penalty: 6115.829590
	Iteration 96Q: 3 clusters Score -2.62867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 224637 members 
Entering Unmasked Estep 
Score: -26286718.000000 Penalty: 6115.829590
	Iteration 97Q: 3 clusters Score -2.628672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 224637 members 
Entering Unmasked Estep 
Score: -26286718.000000 Penalty: 6115.829590
	Iteration 98F: 3 clusters Score -2.628672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Entering Unmasked Estep 
Score: -2173023.250000 Penalty: 2437.520264
	Iteration 0F: 2 clusters Score -2173023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2159952.000000 Penalty: 4875.040527
	Iteration 0F: 3 clusters Score -2159952 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2164464.000000 Penalty: 4875.040527
	Iteration 1F: 3 clusters Score -2164464 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2165176.750000 Penalty: 4875.040527
	Iteration 2F: 3 clusters Score -2165177 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2166047.500000 Penalty: 4875.040527
	Iteration 3F: 3 clusters Score -2166048 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2167045.500000 Penalty: 4875.040527
	Iteration 4F: 3 clusters Score -2167046 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2168274.500000 Penalty: 4875.040527
	Iteration 5F: 3 clusters Score -2168274 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2169422.000000 Penalty: 4875.040527
	Iteration 6F: 3 clusters Score -2169422 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2170383.000000 Penalty: 4875.040527
	Iteration 7F: 3 clusters Score -2170383 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2170974.500000 Penalty: 4875.040527
	Iteration 8Q: 3 clusters Score -2170974 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2171214.500000 Penalty: 4875.040527
	Iteration 9Q: 3 clusters Score -2171214 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2171301.500000 Penalty: 4875.040527
	Iteration 10Q: 3 clusters Score -2171302 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2171342.000000 Penalty: 4875.040527
	Iteration 11Q: 3 clusters Score -2171342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2171367.000000 Penalty: 4875.040527
	Iteration 12Q: 3 clusters Score -2171367 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2171386.500000 Penalty: 4875.040527
	Iteration 13Q: 3 clusters Score -2171386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2171394.000000 Penalty: 4875.040527
	Iteration 14Q: 3 clusters Score -2171394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2171405.250000 Penalty: 4875.040527
	Iteration 15Q: 3 clusters Score -2171405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2171416.500000 Penalty: 4875.040527
	Iteration 16Q: 3 clusters Score -2171416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2171418.500000 Penalty: 4875.040527
	Iteration 17Q: 3 clusters Score -2171418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2171425.500000 Penalty: 4875.040527
	Iteration 18Q: 3 clusters Score -2171426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2171435.750000 Penalty: 4875.040527
	Iteration 19Q: 3 clusters Score -2171436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2171450.000000 Penalty: 4875.040527
	Iteration 20F: 3 clusters Score -2171450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2171449.750000 Penalty: 4875.040527
	Iteration 21Q: 3 clusters Score -2171450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2171457.250000 Penalty: 4875.040527
	Iteration 22Q: 3 clusters Score -2171457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2171462.250000 Penalty: 4875.040527
	Iteration 23Q: 3 clusters Score -2171462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2171471.500000 Penalty: 4875.040527
	Iteration 24Q: 3 clusters Score -2171472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2171479.750000 Penalty: 4875.040527
	Iteration 25Q: 3 clusters Score -2171480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2171487.750000 Penalty: 4875.040527
	Iteration 26Q: 3 clusters Score -2171488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2171490.250000 Penalty: 4875.040527
	Iteration 27Q: 3 clusters Score -2171490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2171499.250000 Penalty: 4875.040527
	Iteration 28Q: 3 clusters Score -2171499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2171505.250000 Penalty: 4875.040527
	Iteration 29Q: 3 clusters Score -2171505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2171506.750000 Penalty: 4875.040527
	Iteration 30Q: 3 clusters Score -2171507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2171508.250000 Penalty: 4875.040527
	Iteration 31Q: 3 clusters Score -2171508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2171508.500000 Penalty: 4875.040527
	Iteration 32Q: 3 clusters Score -2171508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2171506.500000 Penalty: 4875.040527
	Iteration 33Q: 3 clusters Score -2171506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2171509.250000 Penalty: 4875.040527
	Iteration 34Q: 3 clusters Score -2171509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2171507.500000 Penalty: 4875.040527
	Iteration 35Q: 3 clusters Score -2171508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2171510.000000 Penalty: 4875.040527
	Iteration 36Q: 3 clusters Score -2171510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2171511.000000 Penalty: 4875.040527
	Iteration 37Q: 3 clusters Score -2171511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2171512.250000 Penalty: 4875.040527
	Iteration 38Q: 3 clusters Score -2171512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2171512.250000 Penalty: 4875.040527
	Iteration 39F: 3 clusters Score -2171512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180466 members 
Entering Unmasked Estep 
Score: -20936350.000000 Penalty: 3001.617676
	Iteration 0F: 2 clusters Score -2.093635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90041 members 
Mstep: Class 2 contains 90425 members 
Entering Unmasked Estep 
Score: -20818726.000000 Penalty: 6003.235352
	Iteration 0F: 3 clusters Score -2.081873e+07 nChanged 86713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86548 members 
Mstep: Class 2 contains 93918 members 
Entering Unmasked Estep 
Score: -20869790.000000 Penalty: 6003.235352
	Iteration 1F: 3 clusters Score -2.086979e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83974 members 
Mstep: Class 2 contains 96492 members 
Entering Unmasked Estep 
Score: -20871806.000000 Penalty: 6003.235352
	Iteration 2Q: 3 clusters Score -2.087181e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 100365 members 
Entering Unmasked Estep 
Score: -20874902.000000 Penalty: 6003.235352
	Iteration 3Q: 3 clusters Score -2.08749e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -20880204.000000 Penalty: 6003.235352
	Iteration 4F: 3 clusters Score -2.08802e+07 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 114439 members 
Entering Unmasked Estep 
Score: -20888540.000000 Penalty: 6003.235352
	Iteration 5F: 3 clusters Score -2.088854e+07 nChanged 13915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 124606 members 
Entering Unmasked Estep 
Score: -20899762.000000 Penalty: 6003.235352
	Iteration 6F: 3 clusters Score -2.089976e+07 nChanged 13212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 134504 members 
Entering Unmasked Estep 
Score: -20911154.000000 Penalty: 6003.235352
	Iteration 7F: 3 clusters Score -2.091115e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 141678 members 
Entering Unmasked Estep 
Score: -20919920.000000 Penalty: 6003.235352
	Iteration 8F: 3 clusters Score -2.091992e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 146235 members 
Entering Unmasked Estep 
Score: -20924412.000000 Penalty: 6003.235352
	Iteration 9Q: 3 clusters Score -2.092441e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 149621 members 
Entering Unmasked Estep 
Score: -20926556.000000 Penalty: 6003.235352
	Iteration 10Q: 3 clusters Score -2.092656e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 152635 members 
Entering Unmasked Estep 
Score: -20928122.000000 Penalty: 6003.235352
	Iteration 11Q: 3 clusters Score -2.092812e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 155472 members 
Entering Unmasked Estep 
Score: -20929146.000000 Penalty: 6003.235352
	Iteration 12Q: 3 clusters Score -2.092915e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 158093 members 
Entering Unmasked Estep 
Score: -20930368.000000 Penalty: 6003.235352
	Iteration 13Q: 3 clusters Score -2.093037e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 160557 members 
Entering Unmasked Estep 
Score: -20931276.000000 Penalty: 6003.235352
	Iteration 14Q: 3 clusters Score -2.093128e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 162760 members 
Entering Unmasked Estep 
Score: -20932120.000000 Penalty: 6003.235352
	Iteration 15Q: 3 clusters Score -2.093212e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 164682 members 
Entering Unmasked Estep 
Score: -20932958.000000 Penalty: 6003.235352
	Iteration 16Q: 3 clusters Score -2.093296e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 166351 members 
Entering Unmasked Estep 
Score: -20933490.000000 Penalty: 6003.235352
	Iteration 17Q: 3 clusters Score -2.093349e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 167769 members 
Entering Unmasked Estep 
Score: -20933984.000000 Penalty: 6003.235352
	Iteration 18Q: 3 clusters Score -2.093398e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 169009 members 
Entering Unmasked Estep 
Score: -20934420.000000 Penalty: 6003.235352
	Iteration 19Q: 3 clusters Score -2.093442e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 170052 members 
Entering Unmasked Estep 
Score: -20934598.000000 Penalty: 6003.235352
	Iteration 20F: 3 clusters Score -2.09346e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 170942 members 
Entering Unmasked Estep 
Score: -20934918.000000 Penalty: 6003.235352
	Iteration 21Q: 3 clusters Score -2.093492e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 171705 members 
Entering Unmasked Estep 
Score: -20935082.000000 Penalty: 6003.235352
	Iteration 22Q: 3 clusters Score -2.093508e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 172380 members 
Entering Unmasked Estep 
Score: -20935236.000000 Penalty: 6003.235352
	Iteration 23Q: 3 clusters Score -2.093524e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 172974 members 
Entering Unmasked Estep 
Score: -20935384.000000 Penalty: 6003.235352
	Iteration 24Q: 3 clusters Score -2.093538e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 173484 members 
Entering Unmasked Estep 
Score: -20935412.000000 Penalty: 6003.235352
	Iteration 25Q: 3 clusters Score -2.093541e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 173929 members 
Entering Unmasked Estep 
Score: -20935522.000000 Penalty: 6003.235352
	Iteration 26Q: 3 clusters Score -2.093552e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 174279 members 
Entering Unmasked Estep 
Score: -20935500.000000 Penalty: 6003.235352
	Iteration 27Q: 3 clusters Score -2.09355e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 174571 members 
Entering Unmasked Estep 
Score: -20935496.000000 Penalty: 6003.235352
	Iteration 28Q: 3 clusters Score -2.09355e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 174813 members 
Entering Unmasked Estep 
Score: -20935500.000000 Penalty: 6003.235352
	Iteration 29Q: 3 clusters Score -2.09355e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 175036 members 
Entering Unmasked Estep 
Score: -20935528.000000 Penalty: 6003.235352
	Iteration 30Q: 3 clusters Score -2.093553e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 175255 members 
Entering Unmasked Estep 
Score: -20935624.000000 Penalty: 6003.235352
	Iteration 31Q: 3 clusters Score -2.093562e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 175449 members 
Entering Unmasked Estep 
Score: -20935688.000000 Penalty: 6003.235352
	Iteration 32Q: 3 clusters Score -2.093569e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 175601 members 
Entering Unmasked Estep 
Score: -20935676.000000 Penalty: 6003.235352
	Iteration 33Q: 3 clusters Score -2.093568e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 175744 members 
Entering Unmasked Estep 
Score: -20935690.000000 Penalty: 6003.235352
	Iteration 34Q: 3 clusters Score -2.093569e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 175846 members 
Entering Unmasked Estep 
Score: -20935690.000000 Penalty: 6003.235352
	Iteration 35Q: 3 clusters Score -2.093569e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 175931 members 
Entering Unmasked Estep 
Score: -20935676.000000 Penalty: 6003.235352
	Iteration 36Q: 3 clusters Score -2.093568e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 176020 members 
Entering Unmasked Estep 
Score: -20935726.000000 Penalty: 6003.235352
	Iteration 37Q: 3 clusters Score -2.093573e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 176106 members 
Entering Unmasked Estep 
Score: -20935714.000000 Penalty: 6003.235352
	Iteration 38Q: 3 clusters Score -2.093571e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 176179 members 
Entering Unmasked Estep 
Score: -20935752.000000 Penalty: 6003.235352
	Iteration 39Q: 3 clusters Score -2.093575e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 176258 members 
Entering Unmasked Estep 
Score: -20935798.000000 Penalty: 6003.235352
	Iteration 40F: 3 clusters Score -2.09358e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 176325 members 
Entering Unmasked Estep 
Score: -20935780.000000 Penalty: 6003.235352
	Iteration 41Q: 3 clusters Score -2.093578e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 176382 members 
Entering Unmasked Estep 
Score: -20935820.000000 Penalty: 6003.235352
	Iteration 42Q: 3 clusters Score -2.093582e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 176432 members 
Entering Unmasked Estep 
Score: -20935800.000000 Penalty: 6003.235352
	Iteration 43Q: 3 clusters Score -2.09358e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 176469 members 
Entering Unmasked Estep 
Score: -20935802.000000 Penalty: 6003.235352
	Iteration 44Q: 3 clusters Score -2.09358e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 176510 members 
Entering Unmasked Estep 
Score: -20935808.000000 Penalty: 6003.235352
	Iteration 45Q: 3 clusters Score -2.093581e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 176560 members 
Entering Unmasked Estep 
Score: -20935818.000000 Penalty: 6003.235352
	Iteration 46Q: 3 clusters Score -2.093582e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 176620 members 
Entering Unmasked Estep 
Score: -20935846.000000 Penalty: 6003.235352
	Iteration 47Q: 3 clusters Score -2.093585e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 176660 members 
Entering Unmasked Estep 
Score: -20935850.000000 Penalty: 6003.235352
	Iteration 48Q: 3 clusters Score -2.093585e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 176704 members 
Entering Unmasked Estep 
Score: -20935840.000000 Penalty: 6003.235352
	Iteration 49Q: 3 clusters Score -2.093584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 176748 members 
Entering Unmasked Estep 
Score: -20935818.000000 Penalty: 6003.235352
	Iteration 50Q: 3 clusters Score -2.093582e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 176785 members 
Entering Unmasked Estep 
Score: -20935830.000000 Penalty: 6003.235352
	Iteration 51Q: 3 clusters Score -2.093583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 176817 members 
Entering Unmasked Estep 
Score: -20935818.000000 Penalty: 6003.235352
	Iteration 52Q: 3 clusters Score -2.093582e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -20935784.000000 Penalty: 6003.235352
	Iteration 53Q: 3 clusters Score -2.093578e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 176882 members 
Entering Unmasked Estep 
Score: -20935784.000000 Penalty: 6003.235352
	Iteration 54Q: 3 clusters Score -2.093578e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 176906 members 
Entering Unmasked Estep 
Score: -20935786.000000 Penalty: 6003.235352
	Iteration 55Q: 3 clusters Score -2.093579e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 176927 members 
Entering Unmasked Estep 
Score: -20935778.000000 Penalty: 6003.235352
	Iteration 56Q: 3 clusters Score -2.093578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 176947 members 
Entering Unmasked Estep 
Score: -20935768.000000 Penalty: 6003.235352
	Iteration 57Q: 3 clusters Score -2.093577e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 176976 members 
Entering Unmasked Estep 
Score: -20935774.000000 Penalty: 6003.235352
	Iteration 58Q: 3 clusters Score -2.093577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 176998 members 
Entering Unmasked Estep 
Score: -20935790.000000 Penalty: 6003.235352
	Iteration 59Q: 3 clusters Score -2.093579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 177016 members 
Entering Unmasked Estep 
Score: -20935772.000000 Penalty: 6003.235352
	Iteration 60F: 3 clusters Score -2.093577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 177039 members 
Entering Unmasked Estep 
Score: -20935766.000000 Penalty: 6003.235352
	Iteration 61Q: 3 clusters Score -2.093577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 177056 members 
Entering Unmasked Estep 
Score: -20935778.000000 Penalty: 6003.235352
	Iteration 62Q: 3 clusters Score -2.093578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 177075 members 
Entering Unmasked Estep 
Score: -20935776.000000 Penalty: 6003.235352
	Iteration 63Q: 3 clusters Score -2.093578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 177094 members 
Entering Unmasked Estep 
Score: -20935764.000000 Penalty: 6003.235352
	Iteration 64Q: 3 clusters Score -2.093576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 177107 members 
Entering Unmasked Estep 
Score: -20935756.000000 Penalty: 6003.235352
	Iteration 65Q: 3 clusters Score -2.093576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 177116 members 
Entering Unmasked Estep 
Score: -20935750.000000 Penalty: 6003.235352
	Iteration 66Q: 3 clusters Score -2.093575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 177124 members 
Entering Unmasked Estep 
Score: -20935736.000000 Penalty: 6003.235352
	Iteration 67Q: 3 clusters Score -2.093574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 177130 members 
Entering Unmasked Estep 
Score: -20935736.000000 Penalty: 6003.235352
	Iteration 68Q: 3 clusters Score -2.093574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 177143 members 
Entering Unmasked Estep 
Score: -20935740.000000 Penalty: 6003.235352
	Iteration 69Q: 3 clusters Score -2.093574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 177150 members 
Entering Unmasked Estep 
Score: -20935748.000000 Penalty: 6003.235352
	Iteration 70Q: 3 clusters Score -2.093575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 177157 members 
Entering Unmasked Estep 
Score: -20935722.000000 Penalty: 6003.235352
	Iteration 71Q: 3 clusters Score -2.093572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 177163 members 
Entering Unmasked Estep 
Score: -20935708.000000 Penalty: 6003.235352
	Iteration 72Q: 3 clusters Score -2.093571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 177166 members 
Entering Unmasked Estep 
Score: -20935694.000000 Penalty: 6003.235352
	Iteration 73Q: 3 clusters Score -2.093569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 177169 members 
Entering Unmasked Estep 
Score: -20935694.000000 Penalty: 6003.235352
	Iteration 74Q: 3 clusters Score -2.093569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 177173 members 
Entering Unmasked Estep 
Score: -20935698.000000 Penalty: 6003.235352
	Iteration 75Q: 3 clusters Score -2.09357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 177175 members 
Entering Unmasked Estep 
Score: -20935704.000000 Penalty: 6003.235352
	Iteration 76Q: 3 clusters Score -2.09357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 177176 members 
Entering Unmasked Estep 
Score: -20935690.000000 Penalty: 6003.235352
	Iteration 77Q: 3 clusters Score -2.093569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 177181 members 
Entering Unmasked Estep 
Score: -20935700.000000 Penalty: 6003.235352
	Iteration 78Q: 3 clusters Score -2.09357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 177184 members 
Entering Unmasked Estep 
Score: -20935698.000000 Penalty: 6003.235352
	Iteration 79Q: 3 clusters Score -2.09357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 177186 members 
Entering Unmasked Estep 
Score: -20935688.000000 Penalty: 6003.235352
	Iteration 80F: 3 clusters Score -2.093569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 177185 members 
Entering Unmasked Estep 
Score: -20935688.000000 Penalty: 6003.235352
	Iteration 81Q: 3 clusters Score -2.093569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 177185 members 
Entering Unmasked Estep 
Score: -20935688.000000 Penalty: 6003.235352
	Iteration 82F: 3 clusters Score -2.093569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -286497.312500 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -286497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -283519.218750 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -283519.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -284080.000000 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -284080 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -284232.062500 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -284232.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -284329.468750 Penalty: 3895.195312
	Iteration 3Q: 3 clusters Score -284329.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -284405.187500 Penalty: 3895.195312
	Iteration 4Q: 3 clusters Score -284405.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -284449.250000 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -284449.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -284487.343750 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -284487.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -284526.687500 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -284526.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -284561.656250 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -284561.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -284585.843750 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -284585.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -284613.531250 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -284613.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -284640.468750 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -284640.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -284665.437500 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -284665.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -284685.000000 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -284685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -284703.437500 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -284703.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -284722.750000 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -284722.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -284750.218750 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -284750.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -284767.218750 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -284767.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -284785.406250 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -284785.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -284796.562500 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -284796.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -284808.125000 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -284808.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -284821.000000 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -284821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -284830.531250 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -284830.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -284836.781250 Penalty: 3895.195312
	Iteration 23Q: 3 clusters Score -284836.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -284844.031250 Penalty: 3895.195312
	Iteration 24Q: 3 clusters Score -284844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -284850.031250 Penalty: 3895.195312
	Iteration 25Q: 3 clusters Score -284850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -284857.937500 Penalty: 3895.195312
	Iteration 26Q: 3 clusters Score -284857.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -284861.437500 Penalty: 3895.195312
	Iteration 27Q: 3 clusters Score -284861.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -284866.250000 Penalty: 3895.195312
	Iteration 28Q: 3 clusters Score -284866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -284869.468750 Penalty: 3895.195312
	Iteration 29Q: 3 clusters Score -284869.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -284872.750000 Penalty: 3895.195312
	Iteration 30Q: 3 clusters Score -284872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -284874.656250 Penalty: 3895.195312
	Iteration 31Q: 3 clusters Score -284874.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -284877.593750 Penalty: 3895.195312
	Iteration 32Q: 3 clusters Score -284877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -284881.156250 Penalty: 3895.195312
	Iteration 33Q: 3 clusters Score -284881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -284884.218750 Penalty: 3895.195312
	Iteration 34Q: 3 clusters Score -284884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -284886.687500 Penalty: 3895.195312
	Iteration 35Q: 3 clusters Score -284886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -284888.281250 Penalty: 3895.195312
	Iteration 36Q: 3 clusters Score -284888.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -284889.093750 Penalty: 3895.195312
	Iteration 37Q: 3 clusters Score -284889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -284889.406250 Penalty: 3895.195312
	Iteration 38Q: 3 clusters Score -284889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -284891.468750 Penalty: 3895.195312
	Iteration 39Q: 3 clusters Score -284891.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -284894.156250 Penalty: 3895.195312
	Iteration 40F: 3 clusters Score -284894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -284897.375000 Penalty: 3895.195312
	Iteration 41Q: 3 clusters Score -284897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -284899.093750 Penalty: 3895.195312
	Iteration 42Q: 3 clusters Score -284899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -284904.593750 Penalty: 3895.195312
	Iteration 43Q: 3 clusters Score -284904.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -284909.906250 Penalty: 3895.195312
	Iteration 44Q: 3 clusters Score -284909.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -284915.500000 Penalty: 3895.195312
	Iteration 45Q: 3 clusters Score -284915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -284915.968750 Penalty: 3895.195312
	Iteration 46Q: 3 clusters Score -284916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -284917.625000 Penalty: 3895.195312
	Iteration 47Q: 3 clusters Score -284917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -284917.812500 Penalty: 3895.195312
	Iteration 48Q: 3 clusters Score -284917.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -284917.812500 Penalty: 3895.195312
	Iteration 49F: 3 clusters Score -284917.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -134170.140625 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -134170.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -132072.015625 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -132072 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -132452.046875 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -132452 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -132625.937500 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -132625.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -132818.718750 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -132818.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132927.250000 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -132927.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -132992.484375 Penalty: 3552.549072
	Iteration 5Q: 3 clusters Score -132992.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -133036.843750 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -133036.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -133058.312500 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -133058.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133084.765625 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -133084.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -133194.328125 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -133194.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -133296.125000 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -133296.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -133348.296875 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -133348.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -133380.281250 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -133380.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -133404.640625 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -133404.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -133427.265625 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -133427.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -133453.046875 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -133453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -133469.234375 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -133469.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -133481.968750 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -133482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -133491.640625 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -133491.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -133507.718750 Penalty: 3552.549072
	Iteration 19Q: 3 clusters Score -133507.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -133516.562500 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -133516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -133522.156250 Penalty: 3552.549072
	Iteration 21Q: 3 clusters Score -133522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -133565.812500 Penalty: 3552.549072
	Iteration 22Q: 3 clusters Score -133565.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -133600.312500 Penalty: 3552.549072
	Iteration 23Q: 3 clusters Score -133600.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -133612.343750 Penalty: 3552.549072
	Iteration 24Q: 3 clusters Score -133612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -133619.015625 Penalty: 3552.549072
	Iteration 25Q: 3 clusters Score -133619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -133622.671875 Penalty: 3552.549072
	Iteration 26Q: 3 clusters Score -133622.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -133628.312500 Penalty: 3552.549072
	Iteration 27Q: 3 clusters Score -133628.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -133632.250000 Penalty: 3552.549072
	Iteration 28Q: 3 clusters Score -133632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -133638.140625 Penalty: 3552.549072
	Iteration 29Q: 3 clusters Score -133638.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -133646.484375 Penalty: 3552.549072
	Iteration 30Q: 3 clusters Score -133646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -133650.968750 Penalty: 3552.549072
	Iteration 31Q: 3 clusters Score -133651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -133652.031250 Penalty: 3552.549072
	Iteration 32Q: 3 clusters Score -133652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -133652.031250 Penalty: 3552.549072
	Iteration 33F: 3 clusters Score -133652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Entering Unmasked Estep 
Score: -3325897.500000 Penalty: 2545.218750
	Iteration 0F: 2 clusters Score -3325898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3306130.250000 Penalty: 5090.437500
	Iteration 0F: 3 clusters Score -3306130 nChanged 12861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3313191.250000 Penalty: 5090.437500
	Iteration 1F: 3 clusters Score -3313191 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3313726.000000 Penalty: 5090.437500
	Iteration 2F: 3 clusters Score -3313726 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3314159.000000 Penalty: 5090.437500
	Iteration 3Q: 3 clusters Score -3314159 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3314666.500000 Penalty: 5090.437500
	Iteration 4Q: 3 clusters Score -3314666 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -3315190.500000 Penalty: 5090.437500
	Iteration 5Q: 3 clusters Score -3315190 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3315698.500000 Penalty: 5090.437500
	Iteration 6Q: 3 clusters Score -3315698 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3316215.250000 Penalty: 5090.437500
	Iteration 7Q: 3 clusters Score -3316215 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3316798.750000 Penalty: 5090.437500
	Iteration 8Q: 3 clusters Score -3316799 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3317576.250000 Penalty: 5090.437500
	Iteration 9Q: 3 clusters Score -3317576 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3318571.000000 Penalty: 5090.437500
	Iteration 10F: 3 clusters Score -3318571 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3319720.500000 Penalty: 5090.437500
	Iteration 11F: 3 clusters Score -3319720 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3320770.000000 Penalty: 5090.437500
	Iteration 12F: 3 clusters Score -3320770 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3321779.000000 Penalty: 5090.437500
	Iteration 13Q: 3 clusters Score -3321779 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3322624.250000 Penalty: 5090.437500
	Iteration 14Q: 3 clusters Score -3322624 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3323277.000000 Penalty: 5090.437500
	Iteration 15Q: 3 clusters Score -3323277 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3323683.750000 Penalty: 5090.437500
	Iteration 16Q: 3 clusters Score -3323684 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -3323970.250000 Penalty: 5090.437500
	Iteration 17Q: 3 clusters Score -3323970 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3324191.250000 Penalty: 5090.437500
	Iteration 18Q: 3 clusters Score -3324191 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3324332.500000 Penalty: 5090.437500
	Iteration 19Q: 3 clusters Score -3324332 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -3324464.250000 Penalty: 5090.437500
	Iteration 20F: 3 clusters Score -3324464 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3324557.000000 Penalty: 5090.437500
	Iteration 21Q: 3 clusters Score -3324557 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3324622.750000 Penalty: 5090.437500
	Iteration 22Q: 3 clusters Score -3324623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3324668.000000 Penalty: 5090.437500
	Iteration 23Q: 3 clusters Score -3324668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3324699.000000 Penalty: 5090.437500
	Iteration 24Q: 3 clusters Score -3324699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3324718.750000 Penalty: 5090.437500
	Iteration 25Q: 3 clusters Score -3324719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3324735.000000 Penalty: 5090.437500
	Iteration 26Q: 3 clusters Score -3324735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3324744.500000 Penalty: 5090.437500
	Iteration 27Q: 3 clusters Score -3324744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3324749.250000 Penalty: 5090.437500
	Iteration 28Q: 3 clusters Score -3324749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3324757.250000 Penalty: 5090.437500
	Iteration 29Q: 3 clusters Score -3324757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3324757.250000 Penalty: 5090.437500
	Iteration 30Q: 3 clusters Score -3324757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3324759.000000 Penalty: 5090.437500
	Iteration 31Q: 3 clusters Score -3324759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3324759.000000 Penalty: 5090.437500
	Iteration 32F: 3 clusters Score -3324759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -20353.580078 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -20353.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19269.783203 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -19269.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19352.138672 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -19352.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19365.468750 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -19365.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19365.468750 Penalty: 2637.787598
	Iteration 3F: 3 clusters Score -19365.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (111858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111858 members 
Entering Unmasked Estep 
Score: -13140822.000000 Penalty: 2882.996338
	Iteration 0F: 2 clusters Score -1.314082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -13065836.000000 Penalty: 5765.992676
	Iteration 0F: 3 clusters Score -1.306584e+07 nChanged 53166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -13096133.000000 Penalty: 5765.992676
	Iteration 1F: 3 clusters Score -1.309613e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -13096950.000000 Penalty: 5765.992676
	Iteration 2Q: 3 clusters Score -1.309695e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -13097818.000000 Penalty: 5765.992676
	Iteration 3Q: 3 clusters Score -1.309782e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -13099136.000000 Penalty: 5765.992676
	Iteration 4Q: 3 clusters Score -1.309914e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -13101228.000000 Penalty: 5765.992676
	Iteration 5Q: 3 clusters Score -1.310123e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -13104807.000000 Penalty: 5765.992676
	Iteration 6F: 3 clusters Score -1.310481e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -13111027.000000 Penalty: 5765.992676
	Iteration 7F: 3 clusters Score -1.311103e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -13119651.000000 Penalty: 5765.992676
	Iteration 8F: 3 clusters Score -1.311965e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 101744 members 
Entering Unmasked Estep 
Score: -13128591.000000 Penalty: 5765.992676
	Iteration 9F: 3 clusters Score -1.312859e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 107662 members 
Entering Unmasked Estep 
Score: -13134297.000000 Penalty: 5765.992676
	Iteration 10F: 3 clusters Score -1.31343e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 110340 members 
Entering Unmasked Estep 
Score: -13136910.000000 Penalty: 5765.992676
	Iteration 11Q: 3 clusters Score -1.313691e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 111220 members 
Entering Unmasked Estep 
Score: -13137776.000000 Penalty: 5765.992676
	Iteration 12Q: 3 clusters Score -1.313778e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 111484 members 
Entering Unmasked Estep 
Score: -13138071.000000 Penalty: 5765.992676
	Iteration 13Q: 3 clusters Score -1.313807e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 111558 members 
Entering Unmasked Estep 
Score: -13138170.000000 Penalty: 5765.992676
	Iteration 14Q: 3 clusters Score -1.313817e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 111592 members 
Entering Unmasked Estep 
Score: -13138247.000000 Penalty: 5765.992676
	Iteration 15Q: 3 clusters Score -1.313825e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 111614 members 
Entering Unmasked Estep 
Score: -13138260.000000 Penalty: 5765.992676
	Iteration 16Q: 3 clusters Score -1.313826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 111626 members 
Entering Unmasked Estep 
Score: -13138276.000000 Penalty: 5765.992676
	Iteration 17Q: 3 clusters Score -1.313828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 111626 members 
Entering Unmasked Estep 
Score: -13138278.000000 Penalty: 5765.992676
	Iteration 18Q: 3 clusters Score -1.313828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 111628 members 
Entering Unmasked Estep 
Score: -13138282.000000 Penalty: 5765.992676
	Iteration 19Q: 3 clusters Score -1.313828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 111628 members 
Entering Unmasked Estep 
Score: -13138281.000000 Penalty: 5765.992676
	Iteration 20F: 3 clusters Score -1.313828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -92321.804688 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -92321.8 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 426 members 
Entering Unmasked Estep 
Score: -90472.617188 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -90472.62 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -90729.648438 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -90729.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90789.359375 Penalty: 3342.123535
	Iteration 2Q: 3 clusters Score -90789.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90828.625000 Penalty: 3342.123535
	Iteration 3Q: 3 clusters Score -90828.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90868.976562 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -90868.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90883.125000 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -90883.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90884.125000 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -90884.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90884.125000 Penalty: 3342.123535
	Iteration 7F: 3 clusters Score -90884.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Entering Unmasked Estep 
Score: -2615953.250000 Penalty: 2482.993896
	Iteration 0F: 2 clusters Score -2615953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2600430.500000 Penalty: 4965.987793
	Iteration 0F: 3 clusters Score -2600430 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2605805.750000 Penalty: 4965.987793
	Iteration 1F: 3 clusters Score -2605806 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2606216.250000 Penalty: 4965.987793
	Iteration 2F: 3 clusters Score -2606216 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2606646.000000 Penalty: 4965.987793
	Iteration 3Q: 3 clusters Score -2606646 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2607082.250000 Penalty: 4965.987793
	Iteration 4Q: 3 clusters Score -2607082 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2607628.250000 Penalty: 4965.987793
	Iteration 5Q: 3 clusters Score -2607628 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2608288.000000 Penalty: 4965.987793
	Iteration 6F: 3 clusters Score -2608288 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2609156.750000 Penalty: 4965.987793
	Iteration 7F: 3 clusters Score -2609157 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2610359.250000 Penalty: 4965.987793
	Iteration 8F: 3 clusters Score -2610359 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2611610.000000 Penalty: 4965.987793
	Iteration 9F: 3 clusters Score -2611610 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2612606.000000 Penalty: 4965.987793
	Iteration 10F: 3 clusters Score -2612606 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2613212.250000 Penalty: 4965.987793
	Iteration 11Q: 3 clusters Score -2613212 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2613535.500000 Penalty: 4965.987793
	Iteration 12Q: 3 clusters Score -2613536 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2613737.750000 Penalty: 4965.987793
	Iteration 13Q: 3 clusters Score -2613738 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2613870.000000 Penalty: 4965.987793
	Iteration 14Q: 3 clusters Score -2613870 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2613988.250000 Penalty: 4965.987793
	Iteration 15Q: 3 clusters Score -2613988 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2614072.000000 Penalty: 4965.987793
	Iteration 16Q: 3 clusters Score -2614072 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2614111.250000 Penalty: 4965.987793
	Iteration 17Q: 3 clusters Score -2614111 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2614144.000000 Penalty: 4965.987793
	Iteration 18Q: 3 clusters Score -2614144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2614173.250000 Penalty: 4965.987793
	Iteration 19Q: 3 clusters Score -2614173 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2614192.250000 Penalty: 4965.987793
	Iteration 20F: 3 clusters Score -2614192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2614215.750000 Penalty: 4965.987793
	Iteration 21Q: 3 clusters Score -2614216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2614235.000000 Penalty: 4965.987793
	Iteration 22Q: 3 clusters Score -2614235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2614250.000000 Penalty: 4965.987793
	Iteration 23Q: 3 clusters Score -2614250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2614257.000000 Penalty: 4965.987793
	Iteration 24Q: 3 clusters Score -2614257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2614265.000000 Penalty: 4965.987793
	Iteration 25Q: 3 clusters Score -2614265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2614271.250000 Penalty: 4965.987793
	Iteration 26Q: 3 clusters Score -2614271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2614275.750000 Penalty: 4965.987793
	Iteration 27Q: 3 clusters Score -2614276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2614281.000000 Penalty: 4965.987793
	Iteration 28Q: 3 clusters Score -2614281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2614284.000000 Penalty: 4965.987793
	Iteration 29Q: 3 clusters Score -2614284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2614289.250000 Penalty: 4965.987793
	Iteration 30Q: 3 clusters Score -2614289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2614305.500000 Penalty: 4965.987793
	Iteration 31Q: 3 clusters Score -2614306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2614303.250000 Penalty: 4965.987793
	Iteration 32Q: 3 clusters Score -2614303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2614307.250000 Penalty: 4965.987793
	Iteration 33Q: 3 clusters Score -2614307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2614312.750000 Penalty: 4965.987793
	Iteration 34Q: 3 clusters Score -2614313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2614317.000000 Penalty: 4965.987793
	Iteration 35Q: 3 clusters Score -2614317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2614316.000000 Penalty: 4965.987793
	Iteration 36Q: 3 clusters Score -2614316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2614320.000000 Penalty: 4965.987793
	Iteration 37Q: 3 clusters Score -2614320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2614325.000000 Penalty: 4965.987793
	Iteration 38Q: 3 clusters Score -2614325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2614326.750000 Penalty: 4965.987793
	Iteration 39Q: 3 clusters Score -2614327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2614331.750000 Penalty: 4965.987793
	Iteration 40F: 3 clusters Score -2614332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2614335.500000 Penalty: 4965.987793
	Iteration 41Q: 3 clusters Score -2614336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2614340.750000 Penalty: 4965.987793
	Iteration 42Q: 3 clusters Score -2614341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2614341.250000 Penalty: 4965.987793
	Iteration 43Q: 3 clusters Score -2614341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2614344.000000 Penalty: 4965.987793
	Iteration 44Q: 3 clusters Score -2614344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2614343.500000 Penalty: 4965.987793
	Iteration 45Q: 3 clusters Score -2614344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2614349.250000 Penalty: 4965.987793
	Iteration 46Q: 3 clusters Score -2614349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2614355.250000 Penalty: 4965.987793
	Iteration 47Q: 3 clusters Score -2614355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2614359.000000 Penalty: 4965.987793
	Iteration 48Q: 3 clusters Score -2614359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2614360.500000 Penalty: 4965.987793
	Iteration 49Q: 3 clusters Score -2614360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2614364.750000 Penalty: 4965.987793
	Iteration 50Q: 3 clusters Score -2614365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2614364.250000 Penalty: 4965.987793
	Iteration 51Q: 3 clusters Score -2614364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2614363.000000 Penalty: 4965.987793
	Iteration 52Q: 3 clusters Score -2614363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2614368.750000 Penalty: 4965.987793
	Iteration 53Q: 3 clusters Score -2614369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2614368.500000 Penalty: 4965.987793
	Iteration 54Q: 3 clusters Score -2614368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2614368.000000 Penalty: 4965.987793
	Iteration 55Q: 3 clusters Score -2614368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2614368.750000 Penalty: 4965.987793
	Iteration 56Q: 3 clusters Score -2614369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2614372.000000 Penalty: 4965.987793
	Iteration 57Q: 3 clusters Score -2614372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2614375.000000 Penalty: 4965.987793
	Iteration 58Q: 3 clusters Score -2614375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2614383.750000 Penalty: 4965.987793
	Iteration 59Q: 3 clusters Score -2614384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2614379.750000 Penalty: 4965.987793
	Iteration 60F: 3 clusters Score -2614380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2614383.500000 Penalty: 4965.987793
	Iteration 61Q: 3 clusters Score -2614384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2614375.750000 Penalty: 4965.987793
	Iteration 62Q: 3 clusters Score -2614376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2614381.750000 Penalty: 4965.987793
	Iteration 63Q: 3 clusters Score -2614382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2614382.750000 Penalty: 4965.987793
	Iteration 64Q: 3 clusters Score -2614383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2614383.750000 Penalty: 4965.987793
	Iteration 65Q: 3 clusters Score -2614384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2614386.000000 Penalty: 4965.987793
	Iteration 66Q: 3 clusters Score -2614386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2614393.750000 Penalty: 4965.987793
	Iteration 67Q: 3 clusters Score -2614394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2614398.000000 Penalty: 4965.987793
	Iteration 68Q: 3 clusters Score -2614398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2614395.250000 Penalty: 4965.987793
	Iteration 69Q: 3 clusters Score -2614395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2614406.500000 Penalty: 4965.987793
	Iteration 70Q: 3 clusters Score -2614406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2614405.250000 Penalty: 4965.987793
	Iteration 71Q: 3 clusters Score -2614405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2614412.250000 Penalty: 4965.987793
	Iteration 72Q: 3 clusters Score -2614412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2614410.000000 Penalty: 4965.987793
	Iteration 73Q: 3 clusters Score -2614410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2614410.000000 Penalty: 4965.987793
	Iteration 74Q: 3 clusters Score -2614410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2614409.250000 Penalty: 4965.987793
	Iteration 75Q: 3 clusters Score -2614409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2614417.750000 Penalty: 4965.987793
	Iteration 76Q: 3 clusters Score -2614418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2614414.000000 Penalty: 4965.987793
	Iteration 77Q: 3 clusters Score -2614414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2614419.000000 Penalty: 4965.987793
	Iteration 78Q: 3 clusters Score -2614419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2614422.750000 Penalty: 4965.987793
	Iteration 79Q: 3 clusters Score -2614423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2614420.750000 Penalty: 4965.987793
	Iteration 80F: 3 clusters Score -2614421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2614419.750000 Penalty: 4965.987793
	Iteration 81Q: 3 clusters Score -2614420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2614423.000000 Penalty: 4965.987793
	Iteration 82Q: 3 clusters Score -2614423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2614428.000000 Penalty: 4965.987793
	Iteration 83Q: 3 clusters Score -2614428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2614435.500000 Penalty: 4965.987793
	Iteration 84Q: 3 clusters Score -2614436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2614435.500000 Penalty: 4965.987793
	Iteration 85Q: 3 clusters Score -2614436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2614434.250000 Penalty: 4965.987793
	Iteration 86Q: 3 clusters Score -2614434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2614440.250000 Penalty: 4965.987793
	Iteration 87Q: 3 clusters Score -2614440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2614442.000000 Penalty: 4965.987793
	Iteration 88Q: 3 clusters Score -2614442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2614442.500000 Penalty: 4965.987793
	Iteration 89Q: 3 clusters Score -2614442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2614446.250000 Penalty: 4965.987793
	Iteration 90Q: 3 clusters Score -2614446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2614448.500000 Penalty: 4965.987793
	Iteration 91Q: 3 clusters Score -2614448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2614451.250000 Penalty: 4965.987793
	Iteration 92Q: 3 clusters Score -2614451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2614452.000000 Penalty: 4965.987793
	Iteration 93Q: 3 clusters Score -2614452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2614450.000000 Penalty: 4965.987793
	Iteration 94Q: 3 clusters Score -2614450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2614449.250000 Penalty: 4965.987793
	Iteration 95Q: 3 clusters Score -2614449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2614450.750000 Penalty: 4965.987793
	Iteration 96Q: 3 clusters Score -2614451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2614453.500000 Penalty: 4965.987793
	Iteration 97Q: 3 clusters Score -2614454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2614453.750000 Penalty: 4965.987793
	Iteration 98Q: 3 clusters Score -2614454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2614454.500000 Penalty: 4965.987793
	Iteration 99Q: 3 clusters Score -2614454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2614455.750000 Penalty: 4965.987793
	Iteration 100F: 3 clusters Score -2614456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2614456.000000 Penalty: 4965.987793
	Iteration 101Q: 3 clusters Score -2614456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2614456.000000 Penalty: 4965.987793
	Iteration 102Q: 3 clusters Score -2614456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2614452.750000 Penalty: 4965.987793
	Iteration 103Q: 3 clusters Score -2614453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2614460.750000 Penalty: 4965.987793
	Iteration 104Q: 3 clusters Score -2614461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2614467.250000 Penalty: 4965.987793
	Iteration 105Q: 3 clusters Score -2614467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2614466.250000 Penalty: 4965.987793
	Iteration 106Q: 3 clusters Score -2614466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2614465.750000 Penalty: 4965.987793
	Iteration 107Q: 3 clusters Score -2614466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2614468.250000 Penalty: 4965.987793
	Iteration 108Q: 3 clusters Score -2614468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2614469.750000 Penalty: 4965.987793
	Iteration 109Q: 3 clusters Score -2614470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2614471.250000 Penalty: 4965.987793
	Iteration 110Q: 3 clusters Score -2614471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2614468.250000 Penalty: 4965.987793
	Iteration 111Q: 3 clusters Score -2614468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2614472.000000 Penalty: 4965.987793
	Iteration 112Q: 3 clusters Score -2614472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2614469.000000 Penalty: 4965.987793
	Iteration 113Q: 3 clusters Score -2614469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2614474.000000 Penalty: 4965.987793
	Iteration 114Q: 3 clusters Score -2614474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2614474.250000 Penalty: 4965.987793
	Iteration 115Q: 3 clusters Score -2614474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2614470.500000 Penalty: 4965.987793
	Iteration 116Q: 3 clusters Score -2614470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2614471.750000 Penalty: 4965.987793
	Iteration 117Q: 3 clusters Score -2614472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2614473.750000 Penalty: 4965.987793
	Iteration 118Q: 3 clusters Score -2614474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2614473.750000 Penalty: 4965.987793
	Iteration 119F: 3 clusters Score -2614474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Entering Unmasked Estep 
Score: -4668162.500000 Penalty: 2634.777588
	Iteration 0F: 2 clusters Score -4668162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -4640472.500000 Penalty: 5269.555176
	Iteration 0F: 3 clusters Score -4640472 nChanged 18700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4650514.000000 Penalty: 5269.555176
	Iteration 1F: 3 clusters Score -4650514 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -4650909.500000 Penalty: 5269.555176
	Iteration 2Q: 3 clusters Score -4650910 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -4651274.000000 Penalty: 5269.555176
	Iteration 3Q: 3 clusters Score -4651274 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4651655.000000 Penalty: 5269.555176
	Iteration 4Q: 3 clusters Score -4651655 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4652035.500000 Penalty: 5269.555176
	Iteration 5Q: 3 clusters Score -4652036 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4652426.000000 Penalty: 5269.555176
	Iteration 6Q: 3 clusters Score -4652426 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -4652935.000000 Penalty: 5269.555176
	Iteration 7Q: 3 clusters Score -4652935 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -4653589.000000 Penalty: 5269.555176
	Iteration 8Q: 3 clusters Score -4653589 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -4654340.500000 Penalty: 5269.555176
	Iteration 9Q: 3 clusters Score -4654340 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -4655199.500000 Penalty: 5269.555176
	Iteration 10Q: 3 clusters Score -4655200 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -4656051.500000 Penalty: 5269.555176
	Iteration 11Q: 3 clusters Score -4656052 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -4656927.500000 Penalty: 5269.555176
	Iteration 12Q: 3 clusters Score -4656928 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -4657688.500000 Penalty: 5269.555176
	Iteration 13Q: 3 clusters Score -4657688 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -4658411.500000 Penalty: 5269.555176
	Iteration 14Q: 3 clusters Score -4658412 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -4659001.500000 Penalty: 5269.555176
	Iteration 15Q: 3 clusters Score -4659002 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4659552.000000 Penalty: 5269.555176
	Iteration 16Q: 3 clusters Score -4659552 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4660025.000000 Penalty: 5269.555176
	Iteration 17Q: 3 clusters Score -4660025 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -4660637.500000 Penalty: 5269.555176
	Iteration 18Q: 3 clusters Score -4660638 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -4661313.000000 Penalty: 5269.555176
	Iteration 19Q: 3 clusters Score -4661313 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -4662201.000000 Penalty: 5269.555176
	Iteration 20F: 3 clusters Score -4662201 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -4663201.500000 Penalty: 5269.555176
	Iteration 21Q: 3 clusters Score -4663202 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -4664197.000000 Penalty: 5269.555176
	Iteration 22Q: 3 clusters Score -4664197 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -4664983.000000 Penalty: 5269.555176
	Iteration 23Q: 3 clusters Score -4664983 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -4665421.000000 Penalty: 5269.555176
	Iteration 24Q: 3 clusters Score -4665421 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -4665608.500000 Penalty: 5269.555176
	Iteration 25Q: 3 clusters Score -4665608 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -4665744.000000 Penalty: 5269.555176
	Iteration 26Q: 3 clusters Score -4665744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4665808.500000 Penalty: 5269.555176
	Iteration 27Q: 3 clusters Score -4665808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -4665861.500000 Penalty: 5269.555176
	Iteration 28Q: 3 clusters Score -4665862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -4665903.000000 Penalty: 5269.555176
	Iteration 29Q: 3 clusters Score -4665903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -4665937.000000 Penalty: 5269.555176
	Iteration 30Q: 3 clusters Score -4665937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -4665957.000000 Penalty: 5269.555176
	Iteration 31Q: 3 clusters Score -4665957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -4665986.500000 Penalty: 5269.555176
	Iteration 32Q: 3 clusters Score -4665986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -4665991.500000 Penalty: 5269.555176
	Iteration 33Q: 3 clusters Score -4665992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -4666000.500000 Penalty: 5269.555176
	Iteration 34Q: 3 clusters Score -4666000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -4666010.000000 Penalty: 5269.555176
	Iteration 35Q: 3 clusters Score -4666010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -4666019.500000 Penalty: 5269.555176
	Iteration 36Q: 3 clusters Score -4666020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -4666026.500000 Penalty: 5269.555176
	Iteration 37Q: 3 clusters Score -4666026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -4666027.000000 Penalty: 5269.555176
	Iteration 38Q: 3 clusters Score -4666027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -4666030.000000 Penalty: 5269.555176
	Iteration 39Q: 3 clusters Score -4666030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -4666028.500000 Penalty: 5269.555176
	Iteration 40F: 3 clusters Score -4666028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -4666026.500000 Penalty: 5269.555176
	Iteration 41Q: 3 clusters Score -4666026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -4666024.000000 Penalty: 5269.555176
	Iteration 42Q: 3 clusters Score -4666024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -4666027.000000 Penalty: 5269.555176
	Iteration 43Q: 3 clusters Score -4666027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -4666024.500000 Penalty: 5269.555176
	Iteration 44Q: 3 clusters Score -4666024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -4666024.500000 Penalty: 5269.555176
	Iteration 45F: 3 clusters Score -4666024 nChanged 0
--- Evaluating fit on full set of 1956292 points ---
Entering Unmasked Estep 
Score: -221269968.000000 Penalty: 46704.675781
22->14 Clusters: Score -221269968.000000, best is -222767936.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 652097 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 29728 members 
Mstep: Class 3 contains 29837 members 
Mstep: Class 4 contains 29766 members 
Mstep: Class 5 contains 29832 members 
Mstep: Class 6 contains 29606 members 
Mstep: Class 7 contains 29670 members 
Mstep: Class 8 contains 29779 members 
Mstep: Class 9 contains 29518 members 
Mstep: Class 10 contains 29505 members 
Mstep: Class 11 contains 29480 members 
Mstep: Class 12 contains 29505 members 
Mstep: Class 13 contains 29711 members 
Mstep: Class 14 contains 29683 members 
Mstep: Class 15 contains 29209 members 
Mstep: Class 16 contains 29899 members 
Mstep: Class 17 contains 29751 members 
Mstep: Class 18 contains 29699 members 
Mstep: Class 19 contains 29340 members 
Mstep: Class 20 contains 29734 members 
Mstep: Class 21 contains 29429 members 
Mstep: Class 22 contains 29723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 876.422852 but Gain 3320.210938
Score: -72367712.000000 Penalty: 69724.437500
Iteration 0F: 22 clusters Score -7.236771e+07 nChanged 618047
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 24682 members 
Mstep: Class 3 contains 31048 members 
Mstep: Class 4 contains 26447 members 
Mstep: Class 5 contains 27488 members 
Mstep: Class 6 contains 18375 members 
Mstep: Class 7 contains 29557 members 
Mstep: Class 8 contains 33999 members 
Mstep: Class 9 contains 35151 members 
Mstep: Class 11 contains 48690 members 
Mstep: Class 12 contains 22856 members 
Mstep: Class 13 contains 61172 members 
Mstep: Class 14 contains 21117 members 
Mstep: Class 15 contains 25496 members 
Mstep: Class 16 contains 25851 members 
Mstep: Class 17 contains 48244 members 
Mstep: Class 18 contains 24754 members 
Mstep: Class 19 contains 23398 members 
Mstep: Class 20 contains 19950 members 
Mstep: Class 21 contains 20369 members 
Mstep: Class 22 contains 34359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73691472.000000 Penalty: 69724.437500
Iteration 1F: 22 clusters Score -7.369147e+07 nChanged 210554
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 22047 members 
Mstep: Class 3 contains 37747 members 
Mstep: Class 4 contains 23709 members 
Mstep: Class 5 contains 23254 members 
Mstep: Class 6 contains 13685 members 
Mstep: Class 7 contains 31816 members 
Mstep: Class 8 contains 38601 members 
Mstep: Class 9 contains 46729 members 
Mstep: Class 11 contains 56635 members 
Mstep: Class 12 contains 20764 members 
Mstep: Class 13 contains 64236 members 
Mstep: Class 14 contains 15991 members 
Mstep: Class 15 contains 22523 members 
Mstep: Class 16 contains 22134 members 
Mstep: Class 17 contains 43236 members 
Mstep: Class 18 contains 17135 members 
Mstep: Class 19 contains 20452 members 
Mstep: Class 20 contains 20209 members 
Mstep: Class 21 contains 13820 members 
Mstep: Class 22 contains 45622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73935280.000000 Penalty: 69724.437500
Iteration 2F: 22 clusters Score -7.393528e+07 nChanged 138774
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 17393 members 
Mstep: Class 3 contains 38980 members 
Mstep: Class 4 contains 21162 members 
Mstep: Class 5 contains 21628 members 
Mstep: Class 6 contains 12659 members 
Mstep: Class 7 contains 32017 members 
Mstep: Class 8 contains 39631 members 
Mstep: Class 9 contains 53606 members 
Mstep: Class 11 contains 66178 members 
Mstep: Class 12 contains 17373 members 
Mstep: Class 13 contains 78905 members 
Mstep: Class 14 contains 12706 members 
Mstep: Class 15 contains 20336 members 
Mstep: Class 16 contains 19383 members 
Mstep: Class 17 contains 40594 members 
Mstep: Class 18 contains 12086 members 
Mstep: Class 19 contains 15324 members 
Mstep: Class 20 contains 17966 members 
Mstep: Class 21 contains 9802 members 
Mstep: Class 22 contains 49617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74048008.000000 Penalty: 69724.437500
Iteration 3F: 22 clusters Score -7.404801e+07 nChanged 113423
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 12195 members 
Mstep: Class 3 contains 37161 members 
Mstep: Class 4 contains 18648 members 
Mstep: Class 5 contains 20354 members 
Mstep: Class 6 contains 12588 members 
Mstep: Class 7 contains 31581 members 
Mstep: Class 8 contains 39313 members 
Mstep: Class 9 contains 57779 members 
Mstep: Class 11 contains 75476 members 
Mstep: Class 12 contains 13291 members 
Mstep: Class 13 contains 100865 members 
Mstep: Class 14 contains 10604 members 
Mstep: Class 15 contains 18311 members 
Mstep: Class 16 contains 19031 members 
Mstep: Class 17 contains 38903 members 
Mstep: Class 18 contains 8908 members 
Mstep: Class 19 contains 10852 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 21 contains 6768 members 
Mstep: Class 22 contains 50324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74134008.000000 Penalty: 69724.437500
Iteration 4F: 22 clusters Score -7.413401e+07 nChanged 99189
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 7807 members 
Mstep: Class 3 contains 33560 members 
Mstep: Class 4 contains 16127 members 
Mstep: Class 5 contains 18747 members 
Mstep: Class 6 contains 13147 members 
Mstep: Class 7 contains 30127 members 
Mstep: Class 8 contains 37641 members 
Mstep: Class 9 contains 59535 members 
Mstep: Class 11 contains 83414 members 
Mstep: Class 12 contains 9428 members 
Mstep: Class 13 contains 128239 members 
Mstep: Class 14 contains 9091 members 
Mstep: Class 15 contains 16462 members 
Mstep: Class 16 contains 20024 members 
Mstep: Class 17 contains 38059 members 
Mstep: Class 18 contains 6809 members 
Mstep: Class 19 contains 7537 members 
Mstep: Class 20 contains 11598 members 
Mstep: Class 21 contains 4606 members 
Mstep: Class 22 contains 49181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3034.916992 but Gain 3320.210938
Score: -74211888.000000 Penalty: 66404.226562
Iteration 5F: 21 clusters Score -7.421189e+07 nChanged 93730
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 4748 members 
Mstep: Class 3 contains 29232 members 
Mstep: Class 4 contains 13343 members 
Mstep: Class 5 contains 16768 members 
Mstep: Class 6 contains 14215 members 
Mstep: Class 7 contains 27746 members 
Mstep: Class 8 contains 34559 members 
Mstep: Class 9 contains 58985 members 
Mstep: Class 11 contains 89324 members 
Mstep: Class 12 contains 6263 members 
Mstep: Class 13 contains 162546 members 
Mstep: Class 14 contains 8160 members 
Mstep: Class 15 contains 14787 members 
Mstep: Class 16 contains 22229 members 
Mstep: Class 17 contains 37757 members 
Mstep: Class 18 contains 5062 members 
Mstep: Class 19 contains 5228 members 
Mstep: Class 20 contains 9011 members 
Mstep: Class 22 contains 46685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3002.142334 but Gain 3320.210938
Score: -74289376.000000 Penalty: 63084.015625
Iteration 6F: 20 clusters Score -7.428938e+07 nChanged 88368
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 3 contains 25178 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 14426 members 
Mstep: Class 6 contains 14854 members 
Mstep: Class 7 contains 24261 members 
Mstep: Class 8 contains 29510 members 
Mstep: Class 9 contains 55330 members 
Mstep: Class 11 contains 93023 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 203214 members 
Mstep: Class 14 contains 7455 members 
Mstep: Class 15 contains 13360 members 
Mstep: Class 16 contains 24919 members 
Mstep: Class 17 contains 36817 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 3568 members 
Mstep: Class 20 contains 6966 members 
Mstep: Class 22 contains 42483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2539.267578 but Gain 3320.210938
Score: -74361536.000000 Penalty: 59763.804688
Iteration 7F: 19 clusters Score -7.436154e+07 nChanged 82221
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 3 contains 22322 members 
Mstep: Class 4 contains 7497 members 
Mstep: Class 5 contains 11923 members 
Mstep: Class 6 contains 14839 members 
Mstep: Class 7 contains 20250 members 
Mstep: Class 8 contains 23600 members 
Mstep: Class 9 contains 49428 members 
Mstep: Class 11 contains 93546 members 
Mstep: Class 13 contains 246067 members 
Mstep: Class 14 contains 6991 members 
Mstep: Class 15 contains 12287 members 
Mstep: Class 16 contains 27784 members 
Mstep: Class 17 contains 35451 members 
Mstep: Class 18 contains 2400 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 5455 members 
Mstep: Class 22 contains 37087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1969.483398 but Gain 3320.210938
Score: -74420496.000000 Penalty: 56443.593750
Iteration 8F: 18 clusters Score -7.44205e+07 nChanged 70664
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 9766 members 
Mstep: Class 6 contains 13821 members 
Mstep: Class 7 contains 16604 members 
Mstep: Class 8 contains 18383 members 
Mstep: Class 9 contains 43784 members 
Mstep: Class 11 contains 92939 members 
Mstep: Class 13 contains 281446 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 11535 members 
Mstep: Class 16 contains 30803 members 
Mstep: Class 17 contains 34287 members 
Mstep: Class 18 contains 1465 members 
Mstep: Class 20 contains 4442 members 
Mstep: Class 22 contains 31807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74462928.000000 Penalty: 56443.593750
Iteration 9F: 18 clusters Score -7.446293e+07 nChanged 54465
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 3 contains 21068 members 
Mstep: Class 4 contains 3672 members 
Mstep: Class 5 contains 8116 members 
Mstep: Class 6 contains 11595 members 
Mstep: Class 7 contains 13252 members 
Mstep: Class 8 contains 14395 members 
Mstep: Class 9 contains 39758 members 
Mstep: Class 11 contains 92906 members 
Mstep: Class 13 contains 305550 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 10926 members 
Mstep: Class 16 contains 33604 members 
Mstep: Class 17 contains 33482 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 20 contains 3791 members 
Mstep: Class 22 contains 27489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2763.238037 but Gain 3320.210938
Score: -74485888.000000 Penalty: 53123.382812
Iteration 10F: 17 clusters Score -7.448589e+07 nChanged 46941
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 3 contains 21703 members 
Mstep: Class 5 contains 7035 members 
Mstep: Class 6 contains 8208 members 
Mstep: Class 7 contains 10793 members 
Mstep: Class 8 contains 11537 members 
Mstep: Class 9 contains 37269 members 
Mstep: Class 11 contains 93849 members 
Mstep: Class 13 contains 322118 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10486 members 
Mstep: Class 16 contains 36872 members 
Mstep: Class 17 contains 33539 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 20 contains 3435 members 
Mstep: Class 22 contains 24222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74490768.000000 Penalty: 53123.382812
Iteration 11F: 17 clusters Score -7.449077e+07 nChanged 34136
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 3 contains 22710 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 4819 members 
Mstep: Class 7 contains 8935 members 
Mstep: Class 8 contains 9574 members 
Mstep: Class 9 contains 35786 members 
Mstep: Class 11 contains 95696 members 
Mstep: Class 13 contains 328167 members 
Mstep: Class 14 contains 4224 members 
Mstep: Class 15 contains 10081 members 
Mstep: Class 16 contains 40461 members 
Mstep: Class 17 contains 33782 members 
Mstep: Class 18 contains 463 members 
Mstep: Class 20 contains 3181 members 
Mstep: Class 22 contains 21935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74493192.000000 Penalty: 53123.382812
Iteration 12F: 17 clusters Score -7.449319e+07 nChanged 25789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 3 contains 23958 members 
Mstep: Class 5 contains 6001 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 35128 members 
Mstep: Class 11 contains 98631 members 
Mstep: Class 13 contains 328283 members 
Mstep: Class 14 contains 3622 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 43587 members 
Mstep: Class 17 contains 34479 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 20 contains 2994 members 
Mstep: Class 22 contains 20421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74501776.000000 Penalty: 53123.382812
Iteration 13Q: 17 clusters Score -7.450178e+07 nChanged 20673
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 3 contains 25119 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 6427 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 34680 members 
Mstep: Class 11 contains 102032 members 
Mstep: Class 13 contains 326098 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 9450 members 
Mstep: Class 16 contains 45669 members 
Mstep: Class 17 contains 35467 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 20 contains 2830 members 
Mstep: Class 22 contains 19207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74510808.000000 Penalty: 53123.382812
Iteration 14Q: 17 clusters Score -7.451081e+07 nChanged 17418
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 3 contains 26150 members 
Mstep: Class 5 contains 5614 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 5549 members 
Mstep: Class 8 contains 6279 members 
Mstep: Class 9 contains 34199 members 
Mstep: Class 11 contains 105575 members 
Mstep: Class 13 contains 323131 members 
Mstep: Class 14 contains 2804 members 
Mstep: Class 15 contains 9164 members 
Mstep: Class 16 contains 46993 members 
Mstep: Class 17 contains 36465 members 
Mstep: Class 18 contains 384 members 
Mstep: Class 20 contains 2699 members 
Mstep: Class 22 contains 18255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74519064.000000 Penalty: 53123.382812
Iteration 15Q: 17 clusters Score -7.451906e+07 nChanged 15530
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 3 contains 27006 members 
Mstep: Class 5 contains 5536 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 4860 members 
Mstep: Class 8 contains 5612 members 
Mstep: Class 9 contains 33699 members 
Mstep: Class 11 contains 109131 members 
Mstep: Class 13 contains 319900 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 8904 members 
Mstep: Class 16 contains 47798 members 
Mstep: Class 17 contains 37606 members 
Mstep: Class 18 contains 367 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 22 contains 17412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74525960.000000 Penalty: 53123.382812
Iteration 16Q: 17 clusters Score -7.452596e+07 nChanged 14313
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 3 contains 27772 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 8 contains 5098 members 
Mstep: Class 9 contains 33151 members 
Mstep: Class 11 contains 112792 members 
Mstep: Class 13 contains 316415 members 
Mstep: Class 14 contains 2454 members 
Mstep: Class 15 contains 8591 members 
Mstep: Class 16 contains 48294 members 
Mstep: Class 17 contains 38862 members 
Mstep: Class 18 contains 364 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 22 contains 16733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3269.521973 but Gain 3320.210938
Score: -74533984.000000 Penalty: 49803.171875
Iteration 17Q: 16 clusters Score -7.453398e+07 nChanged 15779
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 3 contains 28430 members 
Mstep: Class 5 contains 5522 members 
Mstep: Class 6 contains 1262 members 
Mstep: Class 7 contains 3790 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 32946 members 
Mstep: Class 11 contains 116960 members 
Mstep: Class 13 contains 313107 members 
Mstep: Class 14 contains 2371 members 
Mstep: Class 15 contains 8300 members 
Mstep: Class 16 contains 48552 members 
Mstep: Class 17 contains 40915 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 22 contains 16665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74543224.000000 Penalty: 49803.171875
Iteration 18Q: 16 clusters Score -7.454322e+07 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 3 contains 28997 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 32330 members 
Mstep: Class 11 contains 120559 members 
Mstep: Class 13 contains 309170 members 
Mstep: Class 14 contains 2325 members 
Mstep: Class 15 contains 8108 members 
Mstep: Class 16 contains 48723 members 
Mstep: Class 17 contains 42231 members 
Mstep: Class 18 contains 355 members 
Mstep: Class 22 contains 16368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74550520.000000 Penalty: 49803.171875
Iteration 19Q: 16 clusters Score -7.455052e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 3 contains 29455 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 31770 members 
Mstep: Class 11 contains 124043 members 
Mstep: Class 13 contains 305262 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 48756 members 
Mstep: Class 17 contains 43486 members 
Mstep: Class 18 contains 351 members 
Mstep: Class 22 contains 16222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3299.132568 but Gain 3320.214844
Score: -74556800.000000 Penalty: 46482.957031
Iteration 20F: 15 clusters Score -7.45568e+07 nChanged 14292
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 3 contains 29887 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 31383 members 
Mstep: Class 11 contains 127728 members 
Mstep: Class 13 contains 302818 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 15 contains 7754 members 
Mstep: Class 16 contains 49358 members 
Mstep: Class 17 contains 44900 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 22 contains 16224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74565592.000000 Penalty: 46482.957031
Iteration 21Q: 15 clusters Score -7.456559e+07 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 3 contains 30258 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 30953 members 
Mstep: Class 11 contains 131183 members 
Mstep: Class 13 contains 298735 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 49167 members 
Mstep: Class 17 contains 45897 members 
Mstep: Class 18 contains 330 members 
Mstep: Class 22 contains 16375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74571024.000000 Penalty: 46482.957031
Iteration 22Q: 15 clusters Score -7.457102e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 3 contains 30508 members 
Mstep: Class 5 contains 5723 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 8 contains 3493 members 
Mstep: Class 9 contains 30509 members 
Mstep: Class 11 contains 134288 members 
Mstep: Class 13 contains 295006 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 7339 members 
Mstep: Class 16 contains 48904 members 
Mstep: Class 17 contains 46836 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 22 contains 16653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74575368.000000 Penalty: 46482.957031
Iteration 23Q: 15 clusters Score -7.457537e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 3 contains 30653 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 9 contains 30050 members 
Mstep: Class 11 contains 137243 members 
Mstep: Class 13 contains 291500 members 
Mstep: Class 14 contains 2534 members 
Mstep: Class 15 contains 7186 members 
Mstep: Class 16 contains 48646 members 
Mstep: Class 17 contains 47617 members 
Mstep: Class 18 contains 316 members 
Mstep: Class 22 contains 17046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74578008.000000 Penalty: 46482.957031
Iteration 24Q: 15 clusters Score -7.457801e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 3 contains 30726 members 
Mstep: Class 5 contains 5857 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 8 contains 3313 members 
Mstep: Class 9 contains 29600 members 
Mstep: Class 11 contains 140371 members 
Mstep: Class 13 contains 287985 members 
Mstep: Class 14 contains 2673 members 
Mstep: Class 15 contains 7026 members 
Mstep: Class 16 contains 48370 members 
Mstep: Class 17 contains 48228 members 
Mstep: Class 18 contains 313 members 
Mstep: Class 22 contains 17458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74580512.000000 Penalty: 46482.957031
Iteration 25Q: 15 clusters Score -7.458051e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 3 contains 30743 members 
Mstep: Class 5 contains 5906 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 29135 members 
Mstep: Class 11 contains 143508 members 
Mstep: Class 13 contains 284554 members 
Mstep: Class 14 contains 2817 members 
Mstep: Class 15 contains 6874 members 
Mstep: Class 16 contains 48145 members 
Mstep: Class 17 contains 48774 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 22 contains 17932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74583192.000000 Penalty: 46482.957031
Iteration 26Q: 15 clusters Score -7.458319e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 3 contains 30717 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 8 contains 3090 members 
Mstep: Class 9 contains 28628 members 
Mstep: Class 11 contains 146662 members 
Mstep: Class 13 contains 281235 members 
Mstep: Class 14 contains 2963 members 
Mstep: Class 15 contains 6698 members 
Mstep: Class 16 contains 47940 members 
Mstep: Class 17 contains 49240 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 22 contains 18448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74584568.000000 Penalty: 46482.957031
Iteration 27Q: 15 clusters Score -7.458457e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 3 contains 30587 members 
Mstep: Class 5 contains 6037 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 28140 members 
Mstep: Class 11 contains 149721 members 
Mstep: Class 13 contains 278137 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 15 contains 6552 members 
Mstep: Class 16 contains 47693 members 
Mstep: Class 17 contains 49590 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 22 contains 19006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74585256.000000 Penalty: 46482.957031
Iteration 28Q: 15 clusters Score -7.458526e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 3 contains 30416 members 
Mstep: Class 5 contains 6141 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 27589 members 
Mstep: Class 11 contains 153033 members 
Mstep: Class 13 contains 274837 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 6417 members 
Mstep: Class 16 contains 47494 members 
Mstep: Class 17 contains 49844 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 22 contains 19596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74586176.000000 Penalty: 46482.957031
Iteration 29Q: 15 clusters Score -7.458618e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 3 contains 30232 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 27071 members 
Mstep: Class 11 contains 156500 members 
Mstep: Class 13 contains 271312 members 
Mstep: Class 14 contains 3435 members 
Mstep: Class 15 contains 6280 members 
Mstep: Class 16 contains 47324 members 
Mstep: Class 17 contains 50057 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 22 contains 20215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74587656.000000 Penalty: 46482.957031
Iteration 30Q: 15 clusters Score -7.458766e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 3 contains 30010 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 26626 members 
Mstep: Class 11 contains 160233 members 
Mstep: Class 13 contains 267572 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 6134 members 
Mstep: Class 16 contains 47181 members 
Mstep: Class 17 contains 50188 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 22 contains 20827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74588552.000000 Penalty: 46482.957031
Iteration 31Q: 15 clusters Score -7.458855e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 3 contains 29706 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 26232 members 
Mstep: Class 11 contains 164162 members 
Mstep: Class 13 contains 263789 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 5993 members 
Mstep: Class 16 contains 47035 members 
Mstep: Class 17 contains 50238 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 22 contains 21438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74590128.000000 Penalty: 46482.957031
Iteration 32Q: 15 clusters Score -7.459013e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 3 contains 29395 members 
Mstep: Class 5 contains 6678 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 25938 members 
Mstep: Class 11 contains 168204 members 
Mstep: Class 13 contains 259825 members 
Mstep: Class 14 contains 3817 members 
Mstep: Class 15 contains 5861 members 
Mstep: Class 16 contains 46870 members 
Mstep: Class 17 contains 50276 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 22 contains 22012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74591056.000000 Penalty: 46482.957031
Iteration 33Q: 15 clusters Score -7.459106e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 3 contains 29047 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 25647 members 
Mstep: Class 11 contains 172701 members 
Mstep: Class 13 contains 255523 members 
Mstep: Class 14 contains 3908 members 
Mstep: Class 15 contains 5732 members 
Mstep: Class 16 contains 46746 members 
Mstep: Class 17 contains 50260 members 
Mstep: Class 18 contains 312 members 
Mstep: Class 22 contains 22574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74592904.000000 Penalty: 46482.957031
Iteration 34Q: 15 clusters Score -7.45929e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 3 contains 28624 members 
Mstep: Class 5 contains 6885 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 9 contains 25398 members 
Mstep: Class 11 contains 177799 members 
Mstep: Class 13 contains 250759 members 
Mstep: Class 14 contains 3982 members 
Mstep: Class 15 contains 5593 members 
Mstep: Class 16 contains 46631 members 
Mstep: Class 17 contains 50274 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 22 contains 23041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74595056.000000 Penalty: 46482.957031
Iteration 35Q: 15 clusters Score -7.459506e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 3 contains 28132 members 
Mstep: Class 5 contains 6959 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 8 contains 2542 members 
Mstep: Class 9 contains 25157 members 
Mstep: Class 11 contains 183685 members 
Mstep: Class 13 contains 245379 members 
Mstep: Class 14 contains 4022 members 
Mstep: Class 15 contains 5477 members 
Mstep: Class 16 contains 46505 members 
Mstep: Class 17 contains 50312 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 22 contains 23424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74596808.000000 Penalty: 46482.957031
Iteration 36Q: 15 clusters Score -7.459681e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 3 contains 27622 members 
Mstep: Class 5 contains 6996 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 8 contains 2492 members 
Mstep: Class 9 contains 24906 members 
Mstep: Class 11 contains 189893 members 
Mstep: Class 13 contains 239824 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 46339 members 
Mstep: Class 17 contains 50366 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 22 contains 23761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74597944.000000 Penalty: 46482.957031
Iteration 37Q: 15 clusters Score -7.459794e+07 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 3 contains 27070 members 
Mstep: Class 5 contains 7029 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 8 contains 2455 members 
Mstep: Class 9 contains 24641 members 
Mstep: Class 11 contains 196749 members 
Mstep: Class 13 contains 233753 members 
Mstep: Class 14 contains 4034 members 
Mstep: Class 15 contains 5260 members 
Mstep: Class 16 contains 46154 members 
Mstep: Class 17 contains 50459 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 22 contains 24013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74599504.000000 Penalty: 46482.957031
Iteration 38Q: 15 clusters Score -7.45995e+07 nChanged 11296
Entering ConstructFrom: 
Score: -74599504.000000 Penalty: 46482.957031
Entering ConstructFrom: 
Trying to split cluster 1 (28887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Entering Unmasked Estep 
Score: -3343769.000000 Penalty: 2547.244385
	Iteration 0F: 2 clusters Score -3343769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3323832.500000 Penalty: 5094.488770
	Iteration 0F: 3 clusters Score -3323832 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3330982.500000 Penalty: 5094.488770
	Iteration 1F: 3 clusters Score -3330982 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3331502.750000 Penalty: 5094.488770
	Iteration 2Q: 3 clusters Score -3331503 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3332170.500000 Penalty: 5094.488770
	Iteration 3Q: 3 clusters Score -3332170 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -3333020.750000 Penalty: 5094.488770
	Iteration 4F: 3 clusters Score -3333021 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3334154.000000 Penalty: 5094.488770
	Iteration 5F: 3 clusters Score -3334154 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3335650.000000 Penalty: 5094.488770
	Iteration 6F: 3 clusters Score -3335650 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3337421.000000 Penalty: 5094.488770
	Iteration 7F: 3 clusters Score -3337421 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3339330.250000 Penalty: 5094.488770
	Iteration 8F: 3 clusters Score -3339330 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3340824.500000 Penalty: 5094.488770
	Iteration 9F: 3 clusters Score -3340824 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3341862.500000 Penalty: 5094.488770
	Iteration 10Q: 3 clusters Score -3341862 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3342438.750000 Penalty: 5094.488770
	Iteration 11Q: 3 clusters Score -3342439 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3342796.000000 Penalty: 5094.488770
	Iteration 12Q: 3 clusters Score -3342796 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3342976.250000 Penalty: 5094.488770
	Iteration 13Q: 3 clusters Score -3342976 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3343070.750000 Penalty: 5094.488770
	Iteration 14Q: 3 clusters Score -3343071 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3343132.750000 Penalty: 5094.488770
	Iteration 15Q: 3 clusters Score -3343133 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3343163.500000 Penalty: 5094.488770
	Iteration 16Q: 3 clusters Score -3343164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3343172.000000 Penalty: 5094.488770
	Iteration 17Q: 3 clusters Score -3343172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3343189.250000 Penalty: 5094.488770
	Iteration 18Q: 3 clusters Score -3343189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3343199.750000 Penalty: 5094.488770
	Iteration 19Q: 3 clusters Score -3343200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3343209.750000 Penalty: 5094.488770
	Iteration 20F: 3 clusters Score -3343210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3343217.500000 Penalty: 5094.488770
	Iteration 21Q: 3 clusters Score -3343218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3343221.000000 Penalty: 5094.488770
	Iteration 22Q: 3 clusters Score -3343221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3343228.250000 Penalty: 5094.488770
	Iteration 23Q: 3 clusters Score -3343228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3343233.000000 Penalty: 5094.488770
	Iteration 24Q: 3 clusters Score -3343233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3343249.250000 Penalty: 5094.488770
	Iteration 25Q: 3 clusters Score -3343249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3343254.500000 Penalty: 5094.488770
	Iteration 26Q: 3 clusters Score -3343254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3343266.000000 Penalty: 5094.488770
	Iteration 27Q: 3 clusters Score -3343266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3343269.250000 Penalty: 5094.488770
	Iteration 28Q: 3 clusters Score -3343269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3343281.500000 Penalty: 5094.488770
	Iteration 29Q: 3 clusters Score -3343282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3343282.750000 Penalty: 5094.488770
	Iteration 30Q: 3 clusters Score -3343283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3343284.500000 Penalty: 5094.488770
	Iteration 31Q: 3 clusters Score -3343284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3343297.250000 Penalty: 5094.488770
	Iteration 32Q: 3 clusters Score -3343297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3343283.750000 Penalty: 5094.488770
	Iteration 33Q: 3 clusters Score -3343284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3343295.500000 Penalty: 5094.488770
	Iteration 34Q: 3 clusters Score -3343296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3343293.000000 Penalty: 5094.488770
	Iteration 35Q: 3 clusters Score -3343293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3343295.500000 Penalty: 5094.488770
	Iteration 36Q: 3 clusters Score -3343296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3343295.750000 Penalty: 5094.488770
	Iteration 37Q: 3 clusters Score -3343296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3343296.500000 Penalty: 5094.488770
	Iteration 38Q: 3 clusters Score -3343296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3343298.750000 Penalty: 5094.488770
	Iteration 39Q: 3 clusters Score -3343299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3343304.500000 Penalty: 5094.488770
	Iteration 40F: 3 clusters Score -3343304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3343303.250000 Penalty: 5094.488770
	Iteration 41Q: 3 clusters Score -3343303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3343305.750000 Penalty: 5094.488770
	Iteration 42Q: 3 clusters Score -3343306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3343304.750000 Penalty: 5094.488770
	Iteration 43Q: 3 clusters Score -3343305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3343301.750000 Penalty: 5094.488770
	Iteration 44Q: 3 clusters Score -3343302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3343302.250000 Penalty: 5094.488770
	Iteration 45Q: 3 clusters Score -3343302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3343306.500000 Penalty: 5094.488770
	Iteration 46Q: 3 clusters Score -3343306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3343307.500000 Penalty: 5094.488770
	Iteration 47Q: 3 clusters Score -3343308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3343304.750000 Penalty: 5094.488770
	Iteration 48Q: 3 clusters Score -3343305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3343306.500000 Penalty: 5094.488770
	Iteration 49Q: 3 clusters Score -3343306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3343312.000000 Penalty: 5094.488770
	Iteration 50Q: 3 clusters Score -3343312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3343309.500000 Penalty: 5094.488770
	Iteration 51Q: 3 clusters Score -3343310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3343310.750000 Penalty: 5094.488770
	Iteration 52Q: 3 clusters Score -3343311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3343308.750000 Penalty: 5094.488770
	Iteration 53Q: 3 clusters Score -3343309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3343313.750000 Penalty: 5094.488770
	Iteration 54Q: 3 clusters Score -3343314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3343317.000000 Penalty: 5094.488770
	Iteration 55Q: 3 clusters Score -3343317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3343312.250000 Penalty: 5094.488770
	Iteration 56Q: 3 clusters Score -3343312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3343309.750000 Penalty: 5094.488770
	Iteration 57Q: 3 clusters Score -3343310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3343307.000000 Penalty: 5094.488770
	Iteration 58Q: 3 clusters Score -3343307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3343310.750000 Penalty: 5094.488770
	Iteration 59Q: 3 clusters Score -3343311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3343308.750000 Penalty: 5094.488770
	Iteration 60F: 3 clusters Score -3343309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3343308.750000 Penalty: 5094.488770
	Iteration 61Q: 3 clusters Score -3343309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3343310.250000 Penalty: 5094.488770
	Iteration 62Q: 3 clusters Score -3343310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3343311.000000 Penalty: 5094.488770
	Iteration 63Q: 3 clusters Score -3343311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3343313.000000 Penalty: 5094.488770
	Iteration 64Q: 3 clusters Score -3343313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3343314.250000 Penalty: 5094.488770
	Iteration 65Q: 3 clusters Score -3343314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3343313.500000 Penalty: 5094.488770
	Iteration 66Q: 3 clusters Score -3343314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3343314.500000 Penalty: 5094.488770
	Iteration 67Q: 3 clusters Score -3343314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3343309.750000 Penalty: 5094.488770
	Iteration 68Q: 3 clusters Score -3343310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3343315.500000 Penalty: 5094.488770
	Iteration 69Q: 3 clusters Score -3343316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3343315.000000 Penalty: 5094.488770
	Iteration 70Q: 3 clusters Score -3343315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3343317.250000 Penalty: 5094.488770
	Iteration 71Q: 3 clusters Score -3343317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3343319.000000 Penalty: 5094.488770
	Iteration 72Q: 3 clusters Score -3343319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3343320.000000 Penalty: 5094.488770
	Iteration 73Q: 3 clusters Score -3343320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3343318.500000 Penalty: 5094.488770
	Iteration 74Q: 3 clusters Score -3343318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3343315.750000 Penalty: 5094.488770
	Iteration 75Q: 3 clusters Score -3343316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3343320.500000 Penalty: 5094.488770
	Iteration 76Q: 3 clusters Score -3343320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3343318.500000 Penalty: 5094.488770
	Iteration 77Q: 3 clusters Score -3343318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3343319.250000 Penalty: 5094.488770
	Iteration 78Q: 3 clusters Score -3343319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3343319.500000 Penalty: 5094.488770
	Iteration 79Q: 3 clusters Score -3343320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3343317.750000 Penalty: 5094.488770
	Iteration 80F: 3 clusters Score -3343318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Entering Unmasked Estep 
Score: -3106799.750000 Penalty: 2526.584229
	Iteration 0F: 2 clusters Score -3106800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3088367.500000 Penalty: 5053.168457
	Iteration 0F: 3 clusters Score -3088368 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3094856.750000 Penalty: 5053.168457
	Iteration 1F: 3 clusters Score -3094857 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3095302.250000 Penalty: 5053.168457
	Iteration 2Q: 3 clusters Score -3095302 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3095790.750000 Penalty: 5053.168457
	Iteration 3Q: 3 clusters Score -3095791 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3096321.500000 Penalty: 5053.168457
	Iteration 4Q: 3 clusters Score -3096322 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3096944.750000 Penalty: 5053.168457
	Iteration 5Q: 3 clusters Score -3096945 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3097809.250000 Penalty: 5053.168457
	Iteration 6F: 3 clusters Score -3097809 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3098998.250000 Penalty: 5053.168457
	Iteration 7F: 3 clusters Score -3098998 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3100396.250000 Penalty: 5053.168457
	Iteration 8F: 3 clusters Score -3100396 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3101675.000000 Penalty: 5053.168457
	Iteration 9F: 3 clusters Score -3101675 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3102651.000000 Penalty: 5053.168457
	Iteration 10Q: 3 clusters Score -3102651 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3103425.250000 Penalty: 5053.168457
	Iteration 11Q: 3 clusters Score -3103425 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3103979.250000 Penalty: 5053.168457
	Iteration 12Q: 3 clusters Score -3103979 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3104331.000000 Penalty: 5053.168457
	Iteration 13Q: 3 clusters Score -3104331 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3104579.500000 Penalty: 5053.168457
	Iteration 14Q: 3 clusters Score -3104580 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3104754.750000 Penalty: 5053.168457
	Iteration 15Q: 3 clusters Score -3104755 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3104848.750000 Penalty: 5053.168457
	Iteration 16Q: 3 clusters Score -3104849 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3104920.500000 Penalty: 5053.168457
	Iteration 17Q: 3 clusters Score -3104920 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3104964.000000 Penalty: 5053.168457
	Iteration 18Q: 3 clusters Score -3104964 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3105009.500000 Penalty: 5053.168457
	Iteration 19Q: 3 clusters Score -3105010 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3105035.750000 Penalty: 5053.168457
	Iteration 20F: 3 clusters Score -3105036 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3105054.000000 Penalty: 5053.168457
	Iteration 21Q: 3 clusters Score -3105054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3105065.500000 Penalty: 5053.168457
	Iteration 22Q: 3 clusters Score -3105066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3105081.750000 Penalty: 5053.168457
	Iteration 23Q: 3 clusters Score -3105082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3105095.000000 Penalty: 5053.168457
	Iteration 24Q: 3 clusters Score -3105095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3105113.000000 Penalty: 5053.168457
	Iteration 25Q: 3 clusters Score -3105113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3105115.500000 Penalty: 5053.168457
	Iteration 26Q: 3 clusters Score -3105116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3105131.500000 Penalty: 5053.168457
	Iteration 27Q: 3 clusters Score -3105132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3105144.750000 Penalty: 5053.168457
	Iteration 28Q: 3 clusters Score -3105145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3105146.750000 Penalty: 5053.168457
	Iteration 29Q: 3 clusters Score -3105147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3105156.500000 Penalty: 5053.168457
	Iteration 30Q: 3 clusters Score -3105156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3105160.500000 Penalty: 5053.168457
	Iteration 31Q: 3 clusters Score -3105160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3105164.250000 Penalty: 5053.168457
	Iteration 32Q: 3 clusters Score -3105164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3105164.500000 Penalty: 5053.168457
	Iteration 33Q: 3 clusters Score -3105164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3105163.250000 Penalty: 5053.168457
	Iteration 34Q: 3 clusters Score -3105163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3105162.750000 Penalty: 5053.168457
	Iteration 35Q: 3 clusters Score -3105163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3105164.000000 Penalty: 5053.168457
	Iteration 36Q: 3 clusters Score -3105164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3105173.000000 Penalty: 5053.168457
	Iteration 37Q: 3 clusters Score -3105173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3105180.500000 Penalty: 5053.168457
	Iteration 38Q: 3 clusters Score -3105180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3105178.250000 Penalty: 5053.168457
	Iteration 39Q: 3 clusters Score -3105178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3105178.750000 Penalty: 5053.168457
	Iteration 40F: 3 clusters Score -3105179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3105185.500000 Penalty: 5053.168457
	Iteration 41Q: 3 clusters Score -3105186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3105182.250000 Penalty: 5053.168457
	Iteration 42Q: 3 clusters Score -3105182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3105184.250000 Penalty: 5053.168457
	Iteration 43Q: 3 clusters Score -3105184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3105178.500000 Penalty: 5053.168457
	Iteration 44Q: 3 clusters Score -3105178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3105185.250000 Penalty: 5053.168457
	Iteration 45Q: 3 clusters Score -3105185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3105184.750000 Penalty: 5053.168457
	Iteration 46Q: 3 clusters Score -3105185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3105186.500000 Penalty: 5053.168457
	Iteration 47Q: 3 clusters Score -3105186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3105188.500000 Penalty: 5053.168457
	Iteration 48Q: 3 clusters Score -3105188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3105192.250000 Penalty: 5053.168457
	Iteration 49Q: 3 clusters Score -3105192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3105190.500000 Penalty: 5053.168457
	Iteration 50Q: 3 clusters Score -3105190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3105188.500000 Penalty: 5053.168457
	Iteration 51Q: 3 clusters Score -3105188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3105188.500000 Penalty: 5053.168457
	Iteration 52Q: 3 clusters Score -3105188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3105190.750000 Penalty: 5053.168457
	Iteration 53Q: 3 clusters Score -3105191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3105193.500000 Penalty: 5053.168457
	Iteration 54Q: 3 clusters Score -3105194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3105196.250000 Penalty: 5053.168457
	Iteration 55Q: 3 clusters Score -3105196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3105197.500000 Penalty: 5053.168457
	Iteration 56Q: 3 clusters Score -3105198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3105196.000000 Penalty: 5053.168457
	Iteration 57Q: 3 clusters Score -3105196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3105200.500000 Penalty: 5053.168457
	Iteration 58Q: 3 clusters Score -3105200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3105200.500000 Penalty: 5053.168457
	Iteration 59Q: 3 clusters Score -3105200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3105199.250000 Penalty: 5053.168457
	Iteration 60F: 3 clusters Score -3105199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3105202.250000 Penalty: 5053.168457
	Iteration 61Q: 3 clusters Score -3105202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3105199.000000 Penalty: 5053.168457
	Iteration 62Q: 3 clusters Score -3105199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3105198.250000 Penalty: 5053.168457
	Iteration 63Q: 3 clusters Score -3105198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3105198.250000 Penalty: 5053.168457
	Iteration 64F: 3 clusters Score -3105198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Entering Unmasked Estep 
Score: -844523.875000 Penalty: 2197.579590
	Iteration 0F: 2 clusters Score -844523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -838727.937500 Penalty: 4395.159180
	Iteration 0F: 3 clusters Score -838727.9 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -840268.812500 Penalty: 4395.159180
	Iteration 1F: 3 clusters Score -840268.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -840497.437500 Penalty: 4395.159180
	Iteration 2F: 3 clusters Score -840497.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -840645.000000 Penalty: 4395.159180
	Iteration 3Q: 3 clusters Score -840645 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -840754.312500 Penalty: 4395.159180
	Iteration 4Q: 3 clusters Score -840754.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -840836.250000 Penalty: 4395.159180
	Iteration 5Q: 3 clusters Score -840836.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -840886.125000 Penalty: 4395.159180
	Iteration 6Q: 3 clusters Score -840886.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -840925.750000 Penalty: 4395.159180
	Iteration 7Q: 3 clusters Score -840925.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -840965.312500 Penalty: 4395.159180
	Iteration 8Q: 3 clusters Score -840965.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -840998.625000 Penalty: 4395.159180
	Iteration 9Q: 3 clusters Score -840998.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -841037.937500 Penalty: 4395.159180
	Iteration 10Q: 3 clusters Score -841037.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -841070.312500 Penalty: 4395.159180
	Iteration 11Q: 3 clusters Score -841070.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -841097.687500 Penalty: 4395.159180
	Iteration 12Q: 3 clusters Score -841097.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -841122.812500 Penalty: 4395.159180
	Iteration 13Q: 3 clusters Score -841122.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -841138.312500 Penalty: 4395.159180
	Iteration 14Q: 3 clusters Score -841138.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -841150.687500 Penalty: 4395.159180
	Iteration 15Q: 3 clusters Score -841150.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -841164.312500 Penalty: 4395.159180
	Iteration 16Q: 3 clusters Score -841164.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -841179.062500 Penalty: 4395.159180
	Iteration 17Q: 3 clusters Score -841179.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -841194.562500 Penalty: 4395.159180
	Iteration 18Q: 3 clusters Score -841194.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -841210.125000 Penalty: 4395.159180
	Iteration 19Q: 3 clusters Score -841210.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -841230.375000 Penalty: 4395.159180
	Iteration 20F: 3 clusters Score -841230.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -841249.250000 Penalty: 4395.159180
	Iteration 21Q: 3 clusters Score -841249.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -841270.000000 Penalty: 4395.159180
	Iteration 22Q: 3 clusters Score -841270 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -841289.500000 Penalty: 4395.159180
	Iteration 23Q: 3 clusters Score -841289.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -841311.625000 Penalty: 4395.159180
	Iteration 24Q: 3 clusters Score -841311.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -841332.312500 Penalty: 4395.159180
	Iteration 25Q: 3 clusters Score -841332.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -841358.000000 Penalty: 4395.159180
	Iteration 26Q: 3 clusters Score -841358 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -841385.250000 Penalty: 4395.159180
	Iteration 27Q: 3 clusters Score -841385.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -841421.687500 Penalty: 4395.159180
	Iteration 28Q: 3 clusters Score -841421.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -841463.750000 Penalty: 4395.159180
	Iteration 29Q: 3 clusters Score -841463.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -841514.562500 Penalty: 4395.159180
	Iteration 30Q: 3 clusters Score -841514.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -841573.000000 Penalty: 4395.159180
	Iteration 31Q: 3 clusters Score -841573 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -841650.062500 Penalty: 4395.159180
	Iteration 32Q: 3 clusters Score -841650.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -841741.000000 Penalty: 4395.159180
	Iteration 33Q: 3 clusters Score -841741 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -841835.437500 Penalty: 4395.159180
	Iteration 34Q: 3 clusters Score -841835.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -841925.937500 Penalty: 4395.159180
	Iteration 35Q: 3 clusters Score -841925.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -842005.375000 Penalty: 4395.159180
	Iteration 36Q: 3 clusters Score -842005.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -842082.250000 Penalty: 4395.159180
	Iteration 37Q: 3 clusters Score -842082.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -842146.312500 Penalty: 4395.159180
	Iteration 38Q: 3 clusters Score -842146.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -842203.750000 Penalty: 4395.159180
	Iteration 39Q: 3 clusters Score -842203.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -842241.375000 Penalty: 4395.159180
	Iteration 40F: 3 clusters Score -842241.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -842264.187500 Penalty: 4395.159180
	Iteration 41Q: 3 clusters Score -842264.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -842283.937500 Penalty: 4395.159180
	Iteration 42Q: 3 clusters Score -842283.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -842298.062500 Penalty: 4395.159180
	Iteration 43Q: 3 clusters Score -842298.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -842308.562500 Penalty: 4395.159180
	Iteration 44Q: 3 clusters Score -842308.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -842319.312500 Penalty: 4395.159180
	Iteration 45Q: 3 clusters Score -842319.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -842329.062500 Penalty: 4395.159180
	Iteration 46Q: 3 clusters Score -842329.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -842340.250000 Penalty: 4395.159180
	Iteration 47Q: 3 clusters Score -842340.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -842344.437500 Penalty: 4395.159180
	Iteration 48Q: 3 clusters Score -842344.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -842349.187500 Penalty: 4395.159180
	Iteration 49Q: 3 clusters Score -842349.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -842355.625000 Penalty: 4395.159180
	Iteration 50Q: 3 clusters Score -842355.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -842360.750000 Penalty: 4395.159180
	Iteration 51Q: 3 clusters Score -842360.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -842362.750000 Penalty: 4395.159180
	Iteration 52Q: 3 clusters Score -842362.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -842369.375000 Penalty: 4395.159180
	Iteration 53Q: 3 clusters Score -842369.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -842371.875000 Penalty: 4395.159180
	Iteration 54Q: 3 clusters Score -842371.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -842376.312500 Penalty: 4395.159180
	Iteration 55Q: 3 clusters Score -842376.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -842383.687500 Penalty: 4395.159180
	Iteration 56Q: 3 clusters Score -842383.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -842386.812500 Penalty: 4395.159180
	Iteration 57Q: 3 clusters Score -842386.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -842392.812500 Penalty: 4395.159180
	Iteration 58Q: 3 clusters Score -842392.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -842400.375000 Penalty: 4395.159180
	Iteration 59Q: 3 clusters Score -842400.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -842402.437500 Penalty: 4395.159180
	Iteration 60F: 3 clusters Score -842402.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -842404.687500 Penalty: 4395.159180
	Iteration 61Q: 3 clusters Score -842404.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -842406.125000 Penalty: 4395.159180
	Iteration 62Q: 3 clusters Score -842406.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -842407.937500 Penalty: 4395.159180
	Iteration 63Q: 3 clusters Score -842407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -842410.875000 Penalty: 4395.159180
	Iteration 64Q: 3 clusters Score -842410.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -842415.812500 Penalty: 4395.159180
	Iteration 65Q: 3 clusters Score -842415.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -842420.312500 Penalty: 4395.159180
	Iteration 66Q: 3 clusters Score -842420.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -842427.187500 Penalty: 4395.159180
	Iteration 67Q: 3 clusters Score -842427.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -842426.500000 Penalty: 4395.159180
	Iteration 68Q: 3 clusters Score -842426.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -842430.125000 Penalty: 4395.159180
	Iteration 69Q: 3 clusters Score -842430.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -842432.875000 Penalty: 4395.159180
	Iteration 70Q: 3 clusters Score -842432.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -842434.625000 Penalty: 4395.159180
	Iteration 71Q: 3 clusters Score -842434.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -842434.250000 Penalty: 4395.159180
	Iteration 72Q: 3 clusters Score -842434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -842436.000000 Penalty: 4395.159180
	Iteration 73Q: 3 clusters Score -842436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -842436.312500 Penalty: 4395.159180
	Iteration 74Q: 3 clusters Score -842436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -842435.437500 Penalty: 4395.159180
	Iteration 75Q: 3 clusters Score -842435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -842437.687500 Penalty: 4395.159180
	Iteration 76Q: 3 clusters Score -842437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -842440.062500 Penalty: 4395.159180
	Iteration 77Q: 3 clusters Score -842440.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -842439.875000 Penalty: 4395.159180
	Iteration 78Q: 3 clusters Score -842439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -842441.187500 Penalty: 4395.159180
	Iteration 79Q: 3 clusters Score -842441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -842441.187500 Penalty: 4395.159180
	Iteration 80F: 3 clusters Score -842441.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -133374.484375 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -133374.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -131306.484375 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -131306.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131703.156250 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -131703.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -131827.703125 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -131827.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -131899.421875 Penalty: 3543.234375
	Iteration 3Q: 3 clusters Score -131899.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -131929.375000 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -131929.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -131942.640625 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -131942.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -131954.375000 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -131954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -131961.203125 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -131961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -131965.937500 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -131965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -131971.062500 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -131971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -131975.234375 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -131975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -131977.718750 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -131977.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -131977.890625 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -131977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -131977.890625 Penalty: 3543.234375
	Iteration 13F: 3 clusters Score -131977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -289531.218750 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -289531.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -286623.812500 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -286623.8 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -287151.593750 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -287151.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -287255.781250 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -287255.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -287307.468750 Penalty: 3862.541504
	Iteration 3Q: 3 clusters Score -287307.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -287350.625000 Penalty: 3862.541504
	Iteration 4Q: 3 clusters Score -287350.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -287379.125000 Penalty: 3862.541504
	Iteration 5Q: 3 clusters Score -287379.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -287395.718750 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -287395.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -287414.843750 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -287414.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -287435.343750 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -287435.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -287452.062500 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -287452.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -287463.281250 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -287463.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -287470.781250 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -287470.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -287477.375000 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -287477.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -287483.437500 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -287483.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -287490.125000 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -287490.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -287499.375000 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -287499.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -287509.968750 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -287510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -287517.500000 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -287517.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -287524.000000 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -287524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -287532.281250 Penalty: 3862.541504
	Iteration 19Q: 3 clusters Score -287532.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -287539.781250 Penalty: 3862.541504
	Iteration 20F: 3 clusters Score -287539.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -287548.562500 Penalty: 3862.541504
	Iteration 21Q: 3 clusters Score -287548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -287555.531250 Penalty: 3862.541504
	Iteration 22Q: 3 clusters Score -287555.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -287561.625000 Penalty: 3862.541504
	Iteration 23Q: 3 clusters Score -287561.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -287567.718750 Penalty: 3862.541504
	Iteration 24Q: 3 clusters Score -287567.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -287579.781250 Penalty: 3862.541504
	Iteration 25Q: 3 clusters Score -287579.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -287588.406250 Penalty: 3862.541504
	Iteration 26Q: 3 clusters Score -287588.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -287593.437500 Penalty: 3862.541504
	Iteration 27Q: 3 clusters Score -287593.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -287597.968750 Penalty: 3862.541504
	Iteration 28Q: 3 clusters Score -287598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -287603.875000 Penalty: 3862.541504
	Iteration 29Q: 3 clusters Score -287603.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -287607.843750 Penalty: 3862.541504
	Iteration 30Q: 3 clusters Score -287607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -287610.250000 Penalty: 3862.541504
	Iteration 31Q: 3 clusters Score -287610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -287610.937500 Penalty: 3862.541504
	Iteration 32Q: 3 clusters Score -287610.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -287611.656250 Penalty: 3862.541504
	Iteration 33Q: 3 clusters Score -287611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -287612.125000 Penalty: 3862.541504
	Iteration 34Q: 3 clusters Score -287612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -287613.718750 Penalty: 3862.541504
	Iteration 35Q: 3 clusters Score -287613.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -287614.593750 Penalty: 3862.541504
	Iteration 36Q: 3 clusters Score -287614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -287614.593750 Penalty: 3862.541504
	Iteration 37F: 3 clusters Score -287614.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Entering Unmasked Estep 
Score: -2905470.000000 Penalty: 2505.207031
	Iteration 0F: 2 clusters Score -2905470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2888565.000000 Penalty: 5010.414062
	Iteration 0F: 3 clusters Score -2888565 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2894321.500000 Penalty: 5010.414062
	Iteration 1F: 3 clusters Score -2894322 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2894739.000000 Penalty: 5010.414062
	Iteration 2Q: 3 clusters Score -2894739 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2895132.250000 Penalty: 5010.414062
	Iteration 3Q: 3 clusters Score -2895132 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2895488.500000 Penalty: 5010.414062
	Iteration 4Q: 3 clusters Score -2895488 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2895964.750000 Penalty: 5010.414062
	Iteration 5Q: 3 clusters Score -2895965 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2896585.500000 Penalty: 5010.414062
	Iteration 6Q: 3 clusters Score -2896586 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2897427.250000 Penalty: 5010.414062
	Iteration 7F: 3 clusters Score -2897427 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2898658.750000 Penalty: 5010.414062
	Iteration 8F: 3 clusters Score -2898659 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2900117.500000 Penalty: 5010.414062
	Iteration 9F: 3 clusters Score -2900118 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2901540.500000 Penalty: 5010.414062
	Iteration 10F: 3 clusters Score -2901540 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2902553.500000 Penalty: 5010.414062
	Iteration 11Q: 3 clusters Score -2902554 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2903143.500000 Penalty: 5010.414062
	Iteration 12Q: 3 clusters Score -2903144 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2903479.500000 Penalty: 5010.414062
	Iteration 13Q: 3 clusters Score -2903480 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2903666.750000 Penalty: 5010.414062
	Iteration 14Q: 3 clusters Score -2903667 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2903810.750000 Penalty: 5010.414062
	Iteration 15Q: 3 clusters Score -2903811 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2903890.500000 Penalty: 5010.414062
	Iteration 16Q: 3 clusters Score -2903890 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2903935.250000 Penalty: 5010.414062
	Iteration 17Q: 3 clusters Score -2903935 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2903963.500000 Penalty: 5010.414062
	Iteration 18Q: 3 clusters Score -2903964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2903980.000000 Penalty: 5010.414062
	Iteration 19Q: 3 clusters Score -2903980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2903991.250000 Penalty: 5010.414062
	Iteration 20F: 3 clusters Score -2903991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2903996.750000 Penalty: 5010.414062
	Iteration 21Q: 3 clusters Score -2903997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2904007.000000 Penalty: 5010.414062
	Iteration 22Q: 3 clusters Score -2904007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2904016.750000 Penalty: 5010.414062
	Iteration 23Q: 3 clusters Score -2904017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2904022.500000 Penalty: 5010.414062
	Iteration 24Q: 3 clusters Score -2904022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2904026.250000 Penalty: 5010.414062
	Iteration 25Q: 3 clusters Score -2904026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2904027.750000 Penalty: 5010.414062
	Iteration 26Q: 3 clusters Score -2904028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2904028.250000 Penalty: 5010.414062
	Iteration 27Q: 3 clusters Score -2904028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2904030.250000 Penalty: 5010.414062
	Iteration 28Q: 3 clusters Score -2904030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2904032.500000 Penalty: 5010.414062
	Iteration 29Q: 3 clusters Score -2904032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2904037.000000 Penalty: 5010.414062
	Iteration 30Q: 3 clusters Score -2904037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2904034.750000 Penalty: 5010.414062
	Iteration 31Q: 3 clusters Score -2904035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2904040.000000 Penalty: 5010.414062
	Iteration 32Q: 3 clusters Score -2904040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2904039.250000 Penalty: 5010.414062
	Iteration 33Q: 3 clusters Score -2904039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2904039.250000 Penalty: 5010.414062
	Iteration 34Q: 3 clusters Score -2904039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2904039.750000 Penalty: 5010.414062
	Iteration 35Q: 3 clusters Score -2904040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2904040.250000 Penalty: 5010.414062
	Iteration 36Q: 3 clusters Score -2904040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2904040.250000 Penalty: 5010.414062
	Iteration 37F: 3 clusters Score -2904040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (203555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203555 members 
Entering Unmasked Estep 
Score: -23572182.000000 Penalty: 3031.475586
	Iteration 0F: 2 clusters Score -2.357218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 101558 members 
Entering Unmasked Estep 
Score: -23441048.000000 Penalty: 6062.951172
	Iteration 0F: 3 clusters Score -2.344105e+07 nChanged 97871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104166 members 
Mstep: Class 2 contains 99389 members 
Entering Unmasked Estep 
Score: -23499534.000000 Penalty: 6062.951172
	Iteration 1F: 3 clusters Score -2.349953e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105762 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -23502428.000000 Penalty: 6062.951172
	Iteration 2Q: 3 clusters Score -2.350243e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108467 members 
Mstep: Class 2 contains 95088 members 
Entering Unmasked Estep 
Score: -23507664.000000 Penalty: 6062.951172
	Iteration 3Q: 3 clusters Score -2.350766e+07 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113223 members 
Mstep: Class 2 contains 90332 members 
Entering Unmasked Estep 
Score: -23515560.000000 Penalty: 6062.951172
	Iteration 4F: 3 clusters Score -2.351556e+07 nChanged 14558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120627 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -23525178.000000 Penalty: 6062.951172
	Iteration 5F: 3 clusters Score -2.352518e+07 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130151 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -23536376.000000 Penalty: 6062.951172
	Iteration 6F: 3 clusters Score -2.353638e+07 nChanged 14218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140207 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -23547222.000000 Penalty: 6062.951172
	Iteration 7F: 3 clusters Score -2.354722e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149383 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -23556414.000000 Penalty: 6062.951172
	Iteration 8F: 3 clusters Score -2.355641e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156594 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -23562492.000000 Penalty: 6062.951172
	Iteration 9Q: 3 clusters Score -2.356249e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162382 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -23566110.000000 Penalty: 6062.951172
	Iteration 10Q: 3 clusters Score -2.356611e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167118 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -23569036.000000 Penalty: 6062.951172
	Iteration 11Q: 3 clusters Score -2.356904e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171226 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -23571658.000000 Penalty: 6062.951172
	Iteration 12Q: 3 clusters Score -2.357166e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174664 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -23573662.000000 Penalty: 6062.951172
	Iteration 13Q: 3 clusters Score -2.357366e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177586 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -23574976.000000 Penalty: 6062.951172
	Iteration 14Q: 3 clusters Score -2.357498e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179928 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -23576094.000000 Penalty: 6062.951172
	Iteration 15Q: 3 clusters Score -2.357609e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181789 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -23576690.000000 Penalty: 6062.951172
	Iteration 16Q: 3 clusters Score -2.357669e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183327 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -23577052.000000 Penalty: 6062.951172
	Iteration 17Q: 3 clusters Score -2.357705e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184548 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -23577092.000000 Penalty: 6062.951172
	Iteration 18Q: 3 clusters Score -2.357709e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185527 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -23577234.000000 Penalty: 6062.951172
	Iteration 19Q: 3 clusters Score -2.357723e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186347 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -23577362.000000 Penalty: 6062.951172
	Iteration 20F: 3 clusters Score -2.357736e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187033 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -23577502.000000 Penalty: 6062.951172
	Iteration 21Q: 3 clusters Score -2.35775e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187599 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -23577518.000000 Penalty: 6062.951172
	Iteration 22Q: 3 clusters Score -2.357752e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188045 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -23577510.000000 Penalty: 6062.951172
	Iteration 23Q: 3 clusters Score -2.357751e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188427 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -23577520.000000 Penalty: 6062.951172
	Iteration 24Q: 3 clusters Score -2.357752e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188737 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -23577468.000000 Penalty: 6062.951172
	Iteration 25Q: 3 clusters Score -2.357747e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188984 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -23577468.000000 Penalty: 6062.951172
	Iteration 26Q: 3 clusters Score -2.357747e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189199 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -23577494.000000 Penalty: 6062.951172
	Iteration 27Q: 3 clusters Score -2.357749e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189406 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -23577460.000000 Penalty: 6062.951172
	Iteration 28Q: 3 clusters Score -2.357746e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189572 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -23577392.000000 Penalty: 6062.951172
	Iteration 29Q: 3 clusters Score -2.357739e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189728 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -23577334.000000 Penalty: 6062.951172
	Iteration 30Q: 3 clusters Score -2.357733e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189849 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -23577272.000000 Penalty: 6062.951172
	Iteration 31Q: 3 clusters Score -2.357727e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189940 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -23577284.000000 Penalty: 6062.951172
	Iteration 32Q: 3 clusters Score -2.357728e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190017 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -23577260.000000 Penalty: 6062.951172
	Iteration 33Q: 3 clusters Score -2.357726e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190076 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -23577282.000000 Penalty: 6062.951172
	Iteration 34Q: 3 clusters Score -2.357728e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190124 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -23577290.000000 Penalty: 6062.951172
	Iteration 35Q: 3 clusters Score -2.357729e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190169 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -23577286.000000 Penalty: 6062.951172
	Iteration 36Q: 3 clusters Score -2.357729e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190204 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -23577276.000000 Penalty: 6062.951172
	Iteration 37Q: 3 clusters Score -2.357728e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190232 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -23577262.000000 Penalty: 6062.951172
	Iteration 38Q: 3 clusters Score -2.357726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190256 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -23577258.000000 Penalty: 6062.951172
	Iteration 39Q: 3 clusters Score -2.357726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190273 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -23577254.000000 Penalty: 6062.951172
	Iteration 40F: 3 clusters Score -2.357725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190294 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -23577246.000000 Penalty: 6062.951172
	Iteration 41Q: 3 clusters Score -2.357725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190315 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -23577246.000000 Penalty: 6062.951172
	Iteration 42Q: 3 clusters Score -2.357725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190332 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -23577242.000000 Penalty: 6062.951172
	Iteration 43Q: 3 clusters Score -2.357724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190350 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -23577236.000000 Penalty: 6062.951172
	Iteration 44Q: 3 clusters Score -2.357724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190368 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -23577238.000000 Penalty: 6062.951172
	Iteration 45Q: 3 clusters Score -2.357724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190383 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -23577224.000000 Penalty: 6062.951172
	Iteration 46Q: 3 clusters Score -2.357722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190400 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -23577226.000000 Penalty: 6062.951172
	Iteration 47Q: 3 clusters Score -2.357723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190417 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -23577224.000000 Penalty: 6062.951172
	Iteration 48Q: 3 clusters Score -2.357722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190430 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -23577238.000000 Penalty: 6062.951172
	Iteration 49Q: 3 clusters Score -2.357724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190443 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -23577220.000000 Penalty: 6062.951172
	Iteration 50Q: 3 clusters Score -2.357722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190454 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -23577196.000000 Penalty: 6062.951172
	Iteration 51Q: 3 clusters Score -2.35772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190465 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -23577206.000000 Penalty: 6062.951172
	Iteration 52Q: 3 clusters Score -2.357721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190480 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -23577216.000000 Penalty: 6062.951172
	Iteration 53Q: 3 clusters Score -2.357722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190495 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -23577216.000000 Penalty: 6062.951172
	Iteration 54Q: 3 clusters Score -2.357722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190510 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -23577236.000000 Penalty: 6062.951172
	Iteration 55Q: 3 clusters Score -2.357724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190527 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -23577232.000000 Penalty: 6062.951172
	Iteration 56Q: 3 clusters Score -2.357723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190543 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -23577220.000000 Penalty: 6062.951172
	Iteration 57Q: 3 clusters Score -2.357722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190558 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -23577228.000000 Penalty: 6062.951172
	Iteration 58Q: 3 clusters Score -2.357723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190569 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -23577212.000000 Penalty: 6062.951172
	Iteration 59Q: 3 clusters Score -2.357721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190578 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -23577194.000000 Penalty: 6062.951172
	Iteration 60F: 3 clusters Score -2.357719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190584 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -23577190.000000 Penalty: 6062.951172
	Iteration 61Q: 3 clusters Score -2.357719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190592 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -23577204.000000 Penalty: 6062.951172
	Iteration 62Q: 3 clusters Score -2.35772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190604 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -23577200.000000 Penalty: 6062.951172
	Iteration 63Q: 3 clusters Score -2.35772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -23577200.000000 Penalty: 6062.951172
	Iteration 64Q: 3 clusters Score -2.35772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190621 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -23577198.000000 Penalty: 6062.951172
	Iteration 65Q: 3 clusters Score -2.35772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190630 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -23577194.000000 Penalty: 6062.951172
	Iteration 66Q: 3 clusters Score -2.357719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190633 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -23577192.000000 Penalty: 6062.951172
	Iteration 67Q: 3 clusters Score -2.357719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190633 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -23577188.000000 Penalty: 6062.951172
	Iteration 68Q: 3 clusters Score -2.357719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190637 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -23577178.000000 Penalty: 6062.951172
	Iteration 69Q: 3 clusters Score -2.357718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190639 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -23577178.000000 Penalty: 6062.951172
	Iteration 70Q: 3 clusters Score -2.357718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190642 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -23577180.000000 Penalty: 6062.951172
	Iteration 71Q: 3 clusters Score -2.357718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190644 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -23577174.000000 Penalty: 6062.951172
	Iteration 72Q: 3 clusters Score -2.357717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190644 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -23577174.000000 Penalty: 6062.951172
	Iteration 73F: 3 clusters Score -2.357717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 12911 members 
Mstep: Class 3 contains 26578 members 
Mstep: Class 5 contains 7053 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 24383 members 
Mstep: Class 11 contains 190644 members 
Mstep: Class 13 contains 227894 members 
Mstep: Class 14 contains 3985 members 
Mstep: Class 15 contains 5146 members 
Mstep: Class 16 contains 45921 members 
Mstep: Class 17 contains 50514 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 22 contains 24191 members 
Entering Unmasked Estep 
Score: -74604664.000000 Penalty: 49803.171875
Splitting cluster 11 changes total score from -74599504.000000 to -74604664.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 13 (227894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227894 members 
Entering Unmasked Estep 
Score: -26430708.000000 Penalty: 3059.485596
	Iteration 0F: 2 clusters Score -2.643071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 113820 members 
Entering Unmasked Estep 
Score: -26288122.000000 Penalty: 6118.971191
	Iteration 0F: 3 clusters Score -2.628812e+07 nChanged 109999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117219 members 
Mstep: Class 2 contains 110675 members 
Entering Unmasked Estep 
Score: -26352054.000000 Penalty: 6118.971191
	Iteration 1F: 3 clusters Score -2.635205e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119226 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -26353424.000000 Penalty: 6118.971191
	Iteration 2Q: 3 clusters Score -2.635342e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122219 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -26355588.000000 Penalty: 6118.971191
	Iteration 3Q: 3 clusters Score -2.635559e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126869 members 
Mstep: Class 2 contains 101025 members 
Entering Unmasked Estep 
Score: -26359388.000000 Penalty: 6118.971191
	Iteration 4Q: 3 clusters Score -2.635939e+07 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133953 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -26365702.000000 Penalty: 6118.971191
	Iteration 5F: 3 clusters Score -2.63657e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143719 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -26376148.000000 Penalty: 6118.971191
	Iteration 6F: 3 clusters Score -2.637615e+07 nChanged 17320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155735 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -26389392.000000 Penalty: 6118.971191
	Iteration 7F: 3 clusters Score -2.638939e+07 nChanged 16700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167435 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -26403124.000000 Penalty: 6118.971191
	Iteration 8F: 3 clusters Score -2.640312e+07 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176274 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -26413600.000000 Penalty: 6118.971191
	Iteration 9F: 3 clusters Score -2.64136e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182293 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -26418838.000000 Penalty: 6118.971191
	Iteration 10Q: 3 clusters Score -2.641884e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187076 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -26421348.000000 Penalty: 6118.971191
	Iteration 11Q: 3 clusters Score -2.642135e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191383 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -26422766.000000 Penalty: 6118.971191
	Iteration 12Q: 3 clusters Score -2.642277e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195385 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -26424016.000000 Penalty: 6118.971191
	Iteration 13Q: 3 clusters Score -2.642402e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199071 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -26424888.000000 Penalty: 6118.971191
	Iteration 14Q: 3 clusters Score -2.642489e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202462 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -26425482.000000 Penalty: 6118.971191
	Iteration 15Q: 3 clusters Score -2.642548e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205563 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -26426256.000000 Penalty: 6118.971191
	Iteration 16Q: 3 clusters Score -2.642626e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208361 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -26426798.000000 Penalty: 6118.971191
	Iteration 17Q: 3 clusters Score -2.64268e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210875 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -26427534.000000 Penalty: 6118.971191
	Iteration 18Q: 3 clusters Score -2.642753e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213079 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -26428126.000000 Penalty: 6118.971191
	Iteration 19Q: 3 clusters Score -2.642813e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214927 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -26428790.000000 Penalty: 6118.971191
	Iteration 20F: 3 clusters Score -2.642879e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216404 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -26429386.000000 Penalty: 6118.971191
	Iteration 21Q: 3 clusters Score -2.642939e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217582 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -26429774.000000 Penalty: 6118.971191
	Iteration 22Q: 3 clusters Score -2.642977e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218470 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -26430202.000000 Penalty: 6118.971191
	Iteration 23Q: 3 clusters Score -2.64302e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219171 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -26430318.000000 Penalty: 6118.971191
	Iteration 24Q: 3 clusters Score -2.643032e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219683 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -26430474.000000 Penalty: 6118.971191
	Iteration 25Q: 3 clusters Score -2.643047e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220068 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -26430552.000000 Penalty: 6118.971191
	Iteration 26Q: 3 clusters Score -2.643055e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220350 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -26430524.000000 Penalty: 6118.971191
	Iteration 27Q: 3 clusters Score -2.643052e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220597 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -26430504.000000 Penalty: 6118.971191
	Iteration 28Q: 3 clusters Score -2.64305e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220778 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -26430566.000000 Penalty: 6118.971191
	Iteration 29Q: 3 clusters Score -2.643057e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220926 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -26430516.000000 Penalty: 6118.971191
	Iteration 30Q: 3 clusters Score -2.643052e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221069 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -26430452.000000 Penalty: 6118.971191
	Iteration 31Q: 3 clusters Score -2.643045e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221168 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -26430444.000000 Penalty: 6118.971191
	Iteration 32Q: 3 clusters Score -2.643044e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221256 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -26430482.000000 Penalty: 6118.971191
	Iteration 33Q: 3 clusters Score -2.643048e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221324 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -26430436.000000 Penalty: 6118.971191
	Iteration 34Q: 3 clusters Score -2.643044e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221364 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -26430452.000000 Penalty: 6118.971191
	Iteration 35Q: 3 clusters Score -2.643045e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221392 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -26430446.000000 Penalty: 6118.971191
	Iteration 36Q: 3 clusters Score -2.643045e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221420 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -26430442.000000 Penalty: 6118.971191
	Iteration 37Q: 3 clusters Score -2.643044e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221442 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -26430452.000000 Penalty: 6118.971191
	Iteration 38Q: 3 clusters Score -2.643045e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221467 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -26430420.000000 Penalty: 6118.971191
	Iteration 39Q: 3 clusters Score -2.643042e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221498 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -26430382.000000 Penalty: 6118.971191
	Iteration 40F: 3 clusters Score -2.643038e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221519 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -26430404.000000 Penalty: 6118.971191
	Iteration 41Q: 3 clusters Score -2.64304e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221542 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -26430402.000000 Penalty: 6118.971191
	Iteration 42Q: 3 clusters Score -2.64304e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221568 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -26430372.000000 Penalty: 6118.971191
	Iteration 43Q: 3 clusters Score -2.643037e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221587 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -26430338.000000 Penalty: 6118.971191
	Iteration 44Q: 3 clusters Score -2.643034e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221594 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -26430344.000000 Penalty: 6118.971191
	Iteration 45Q: 3 clusters Score -2.643034e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221603 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -26430322.000000 Penalty: 6118.971191
	Iteration 46Q: 3 clusters Score -2.643032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221611 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -26430308.000000 Penalty: 6118.971191
	Iteration 47Q: 3 clusters Score -2.643031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221614 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -26430322.000000 Penalty: 6118.971191
	Iteration 48Q: 3 clusters Score -2.643032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221613 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -26430320.000000 Penalty: 6118.971191
	Iteration 49Q: 3 clusters Score -2.643032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221615 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -26430320.000000 Penalty: 6118.971191
	Iteration 50Q: 3 clusters Score -2.643032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221616 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -26430332.000000 Penalty: 6118.971191
	Iteration 51Q: 3 clusters Score -2.643033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221614 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -26430330.000000 Penalty: 6118.971191
	Iteration 52Q: 3 clusters Score -2.643033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221613 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -26430328.000000 Penalty: 6118.971191
	Iteration 53Q: 3 clusters Score -2.643033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221614 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -26430328.000000 Penalty: 6118.971191
	Iteration 54Q: 3 clusters Score -2.643033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221611 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -26430326.000000 Penalty: 6118.971191
	Iteration 55Q: 3 clusters Score -2.643033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221607 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -26430334.000000 Penalty: 6118.971191
	Iteration 56Q: 3 clusters Score -2.643033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221605 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -26430324.000000 Penalty: 6118.971191
	Iteration 57Q: 3 clusters Score -2.643032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221605 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -26430324.000000 Penalty: 6118.971191
	Iteration 58F: 3 clusters Score -2.643032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -481133.125000 Penalty: 2055.992676
	Iteration 0F: 2 clusters Score -481133.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -477271.500000 Penalty: 4111.985352
	Iteration 0F: 3 clusters Score -477271.5 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -478089.875000 Penalty: 4111.985352
	Iteration 1F: 3 clusters Score -478089.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -478267.437500 Penalty: 4111.985352
	Iteration 2F: 3 clusters Score -478267.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -478363.468750 Penalty: 4111.985352
	Iteration 3Q: 3 clusters Score -478363.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -478422.500000 Penalty: 4111.985352
	Iteration 4Q: 3 clusters Score -478422.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -478466.031250 Penalty: 4111.985352
	Iteration 5Q: 3 clusters Score -478466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -478508.875000 Penalty: 4111.985352
	Iteration 6Q: 3 clusters Score -478508.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -478537.125000 Penalty: 4111.985352
	Iteration 7Q: 3 clusters Score -478537.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -478559.812500 Penalty: 4111.985352
	Iteration 8Q: 3 clusters Score -478559.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -478576.250000 Penalty: 4111.985352
	Iteration 9Q: 3 clusters Score -478576.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -478583.312500 Penalty: 4111.985352
	Iteration 10Q: 3 clusters Score -478583.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -478591.093750 Penalty: 4111.985352
	Iteration 11Q: 3 clusters Score -478591.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -478603.250000 Penalty: 4111.985352
	Iteration 12Q: 3 clusters Score -478603.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -478613.468750 Penalty: 4111.985352
	Iteration 13Q: 3 clusters Score -478613.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -478626.531250 Penalty: 4111.985352
	Iteration 14Q: 3 clusters Score -478626.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -478637.656250 Penalty: 4111.985352
	Iteration 15Q: 3 clusters Score -478637.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -478656.500000 Penalty: 4111.985352
	Iteration 16Q: 3 clusters Score -478656.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -478673.531250 Penalty: 4111.985352
	Iteration 17Q: 3 clusters Score -478673.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -478687.781250 Penalty: 4111.985352
	Iteration 18Q: 3 clusters Score -478687.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -478698.218750 Penalty: 4111.985352
	Iteration 19Q: 3 clusters Score -478698.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -478709.000000 Penalty: 4111.985352
	Iteration 20F: 3 clusters Score -478709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -478717.781250 Penalty: 4111.985352
	Iteration 21Q: 3 clusters Score -478717.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -478729.343750 Penalty: 4111.985352
	Iteration 22Q: 3 clusters Score -478729.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -478740.906250 Penalty: 4111.985352
	Iteration 23Q: 3 clusters Score -478740.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -478750.500000 Penalty: 4111.985352
	Iteration 24Q: 3 clusters Score -478750.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -478759.312500 Penalty: 4111.985352
	Iteration 25Q: 3 clusters Score -478759.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -478767.656250 Penalty: 4111.985352
	Iteration 26Q: 3 clusters Score -478767.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -478777.343750 Penalty: 4111.985352
	Iteration 27Q: 3 clusters Score -478777.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -478786.187500 Penalty: 4111.985352
	Iteration 28Q: 3 clusters Score -478786.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -478795.000000 Penalty: 4111.985352
	Iteration 29Q: 3 clusters Score -478795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -478807.343750 Penalty: 4111.985352
	Iteration 30Q: 3 clusters Score -478807.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -478819.125000 Penalty: 4111.985352
	Iteration 31Q: 3 clusters Score -478819.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -478834.312500 Penalty: 4111.985352
	Iteration 32Q: 3 clusters Score -478834.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -478850.687500 Penalty: 4111.985352
	Iteration 33Q: 3 clusters Score -478850.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -478867.343750 Penalty: 4111.985352
	Iteration 34Q: 3 clusters Score -478867.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -478883.937500 Penalty: 4111.985352
	Iteration 35Q: 3 clusters Score -478883.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -478897.687500 Penalty: 4111.985352
	Iteration 36Q: 3 clusters Score -478897.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -478913.000000 Penalty: 4111.985352
	Iteration 37Q: 3 clusters Score -478913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -478925.343750 Penalty: 4111.985352
	Iteration 38Q: 3 clusters Score -478925.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -478937.500000 Penalty: 4111.985352
	Iteration 39Q: 3 clusters Score -478937.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -478947.625000 Penalty: 4111.985352
	Iteration 40F: 3 clusters Score -478947.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -478955.718750 Penalty: 4111.985352
	Iteration 41Q: 3 clusters Score -478955.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -478971.375000 Penalty: 4111.985352
	Iteration 42Q: 3 clusters Score -478971.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -478986.031250 Penalty: 4111.985352
	Iteration 43Q: 3 clusters Score -478986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -478994.562500 Penalty: 4111.985352
	Iteration 44Q: 3 clusters Score -478994.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -479004.781250 Penalty: 4111.985352
	Iteration 45Q: 3 clusters Score -479004.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -479014.281250 Penalty: 4111.985352
	Iteration 46Q: 3 clusters Score -479014.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -479027.531250 Penalty: 4111.985352
	Iteration 47Q: 3 clusters Score -479027.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -479038.968750 Penalty: 4111.985352
	Iteration 48Q: 3 clusters Score -479039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -479051.562500 Penalty: 4111.985352
	Iteration 49Q: 3 clusters Score -479051.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -479066.125000 Penalty: 4111.985352
	Iteration 50Q: 3 clusters Score -479066.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -479081.531250 Penalty: 4111.985352
	Iteration 51Q: 3 clusters Score -479081.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -479099.187500 Penalty: 4111.985352
	Iteration 52Q: 3 clusters Score -479099.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -479110.843750 Penalty: 4111.985352
	Iteration 53Q: 3 clusters Score -479110.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -479120.937500 Penalty: 4111.985352
	Iteration 54Q: 3 clusters Score -479120.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -479129.406250 Penalty: 4111.985352
	Iteration 55Q: 3 clusters Score -479129.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -479138.343750 Penalty: 4111.985352
	Iteration 56Q: 3 clusters Score -479138.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -479148.500000 Penalty: 4111.985352
	Iteration 57Q: 3 clusters Score -479148.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -479158.781250 Penalty: 4111.985352
	Iteration 58Q: 3 clusters Score -479158.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -479168.406250 Penalty: 4111.985352
	Iteration 59Q: 3 clusters Score -479168.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -479180.812500 Penalty: 4111.985352
	Iteration 60F: 3 clusters Score -479180.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -479189.687500 Penalty: 4111.985352
	Iteration 61Q: 3 clusters Score -479189.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -479203.687500 Penalty: 4111.985352
	Iteration 62Q: 3 clusters Score -479203.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -479212.531250 Penalty: 4111.985352
	Iteration 63Q: 3 clusters Score -479212.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -479222.375000 Penalty: 4111.985352
	Iteration 64Q: 3 clusters Score -479222.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -479231.125000 Penalty: 4111.985352
	Iteration 65Q: 3 clusters Score -479231.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -479239.750000 Penalty: 4111.985352
	Iteration 66Q: 3 clusters Score -479239.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -479250.406250 Penalty: 4111.985352
	Iteration 67Q: 3 clusters Score -479250.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -479256.437500 Penalty: 4111.985352
	Iteration 68Q: 3 clusters Score -479256.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -479258.593750 Penalty: 4111.985352
	Iteration 69Q: 3 clusters Score -479258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -479260.781250 Penalty: 4111.985352
	Iteration 70Q: 3 clusters Score -479260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -479264.718750 Penalty: 4111.985352
	Iteration 71Q: 3 clusters Score -479264.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -479266.531250 Penalty: 4111.985352
	Iteration 72Q: 3 clusters Score -479266.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -479270.062500 Penalty: 4111.985352
	Iteration 73Q: 3 clusters Score -479270.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -479271.843750 Penalty: 4111.985352
	Iteration 74Q: 3 clusters Score -479271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -479275.343750 Penalty: 4111.985352
	Iteration 75Q: 3 clusters Score -479275.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -479275.937500 Penalty: 4111.985352
	Iteration 76Q: 3 clusters Score -479275.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -479275.937500 Penalty: 4111.985352
	Iteration 77F: 3 clusters Score -479275.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Entering Unmasked Estep 
Score: -599655.937500 Penalty: 2119.401855
	Iteration 0F: 2 clusters Score -599655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -595040.187500 Penalty: 4238.803711
	Iteration 0F: 3 clusters Score -595040.2 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -596099.687500 Penalty: 4238.803711
	Iteration 1F: 3 clusters Score -596099.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -596318.312500 Penalty: 4238.803711
	Iteration 2F: 3 clusters Score -596318.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -596477.062500 Penalty: 4238.803711
	Iteration 3F: 3 clusters Score -596477.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -596593.562500 Penalty: 4238.803711
	Iteration 4Q: 3 clusters Score -596593.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -596689.875000 Penalty: 4238.803711
	Iteration 5Q: 3 clusters Score -596689.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -596771.500000 Penalty: 4238.803711
	Iteration 6Q: 3 clusters Score -596771.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -596845.875000 Penalty: 4238.803711
	Iteration 7Q: 3 clusters Score -596845.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -596909.250000 Penalty: 4238.803711
	Iteration 8Q: 3 clusters Score -596909.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -596966.312500 Penalty: 4238.803711
	Iteration 9Q: 3 clusters Score -596966.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -597024.687500 Penalty: 4238.803711
	Iteration 10Q: 3 clusters Score -597024.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -597084.875000 Penalty: 4238.803711
	Iteration 11Q: 3 clusters Score -597084.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -597143.750000 Penalty: 4238.803711
	Iteration 12Q: 3 clusters Score -597143.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -597214.125000 Penalty: 4238.803711
	Iteration 13Q: 3 clusters Score -597214.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -597301.250000 Penalty: 4238.803711
	Iteration 14Q: 3 clusters Score -597301.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -597399.875000 Penalty: 4238.803711
	Iteration 15Q: 3 clusters Score -597399.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -597516.937500 Penalty: 4238.803711
	Iteration 16Q: 3 clusters Score -597516.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -597616.000000 Penalty: 4238.803711
	Iteration 17Q: 3 clusters Score -597616 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -597703.500000 Penalty: 4238.803711
	Iteration 18Q: 3 clusters Score -597703.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -597767.437500 Penalty: 4238.803711
	Iteration 19Q: 3 clusters Score -597767.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -597821.875000 Penalty: 4238.803711
	Iteration 20F: 3 clusters Score -597821.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -597868.750000 Penalty: 4238.803711
	Iteration 21Q: 3 clusters Score -597868.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -597906.562500 Penalty: 4238.803711
	Iteration 22Q: 3 clusters Score -597906.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -597934.875000 Penalty: 4238.803711
	Iteration 23Q: 3 clusters Score -597934.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -597958.000000 Penalty: 4238.803711
	Iteration 24Q: 3 clusters Score -597958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -597978.250000 Penalty: 4238.803711
	Iteration 25Q: 3 clusters Score -597978.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -597994.062500 Penalty: 4238.803711
	Iteration 26Q: 3 clusters Score -597994.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -598011.750000 Penalty: 4238.803711
	Iteration 27Q: 3 clusters Score -598011.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -598035.125000 Penalty: 4238.803711
	Iteration 28Q: 3 clusters Score -598035.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -598061.812500 Penalty: 4238.803711
	Iteration 29Q: 3 clusters Score -598061.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -598094.750000 Penalty: 4238.803711
	Iteration 30Q: 3 clusters Score -598094.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -598127.500000 Penalty: 4238.803711
	Iteration 31Q: 3 clusters Score -598127.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -598150.500000 Penalty: 4238.803711
	Iteration 32Q: 3 clusters Score -598150.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -598175.437500 Penalty: 4238.803711
	Iteration 33Q: 3 clusters Score -598175.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -598206.000000 Penalty: 4238.803711
	Iteration 34Q: 3 clusters Score -598206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -598232.062500 Penalty: 4238.803711
	Iteration 35Q: 3 clusters Score -598232.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -598249.125000 Penalty: 4238.803711
	Iteration 36Q: 3 clusters Score -598249.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -598262.312500 Penalty: 4238.803711
	Iteration 37Q: 3 clusters Score -598262.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -598276.125000 Penalty: 4238.803711
	Iteration 38Q: 3 clusters Score -598276.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -598282.125000 Penalty: 4238.803711
	Iteration 39Q: 3 clusters Score -598282.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -598287.687500 Penalty: 4238.803711
	Iteration 40F: 3 clusters Score -598287.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -598290.187500 Penalty: 4238.803711
	Iteration 41Q: 3 clusters Score -598290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -598291.812500 Penalty: 4238.803711
	Iteration 42Q: 3 clusters Score -598291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -598292.750000 Penalty: 4238.803711
	Iteration 43Q: 3 clusters Score -598292.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -598293.812500 Penalty: 4238.803711
	Iteration 44Q: 3 clusters Score -598293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -598292.875000 Penalty: 4238.803711
	Iteration 45Q: 3 clusters Score -598292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -598292.937500 Penalty: 4238.803711
	Iteration 46Q: 3 clusters Score -598292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -598292.687500 Penalty: 4238.803711
	Iteration 47Q: 3 clusters Score -598292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -598294.062500 Penalty: 4238.803711
	Iteration 48Q: 3 clusters Score -598294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -598295.000000 Penalty: 4238.803711
	Iteration 49Q: 3 clusters Score -598295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -598296.687500 Penalty: 4238.803711
	Iteration 50Q: 3 clusters Score -598296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -598298.187500 Penalty: 4238.803711
	Iteration 51Q: 3 clusters Score -598298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -598297.125000 Penalty: 4238.803711
	Iteration 52Q: 3 clusters Score -598297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -598297.750000 Penalty: 4238.803711
	Iteration 53Q: 3 clusters Score -598297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -598297.562500 Penalty: 4238.803711
	Iteration 54Q: 3 clusters Score -598297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -598299.125000 Penalty: 4238.803711
	Iteration 55Q: 3 clusters Score -598299.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -598299.125000 Penalty: 4238.803711
	Iteration 56F: 3 clusters Score -598299.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Entering Unmasked Estep 
Score: -5190294.500000 Penalty: 2662.200195
	Iteration 0F: 2 clusters Score -5190294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -5159258.500000 Penalty: 5324.400391
	Iteration 0F: 3 clusters Score -5159258 nChanged 21228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -5171285.500000 Penalty: 5324.400391
	Iteration 1F: 3 clusters Score -5171286 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -5172113.500000 Penalty: 5324.400391
	Iteration 2Q: 3 clusters Score -5172114 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -5173350.000000 Penalty: 5324.400391
	Iteration 3Q: 3 clusters Score -5173350 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -5174831.000000 Penalty: 5324.400391
	Iteration 4F: 3 clusters Score -5174831 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -5176338.500000 Penalty: 5324.400391
	Iteration 5F: 3 clusters Score -5176338 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -5177840.500000 Penalty: 5324.400391
	Iteration 6F: 3 clusters Score -5177840 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -5179276.500000 Penalty: 5324.400391
	Iteration 7F: 3 clusters Score -5179276 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -5180732.000000 Penalty: 5324.400391
	Iteration 8F: 3 clusters Score -5180732 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -5182040.000000 Penalty: 5324.400391
	Iteration 9F: 3 clusters Score -5182040 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -5183255.000000 Penalty: 5324.400391
	Iteration 10Q: 3 clusters Score -5183255 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -5184418.500000 Penalty: 5324.400391
	Iteration 11Q: 3 clusters Score -5184418 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -5185575.500000 Penalty: 5324.400391
	Iteration 12Q: 3 clusters Score -5185576 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -5186798.500000 Penalty: 5324.400391
	Iteration 13Q: 3 clusters Score -5186798 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -5188162.500000 Penalty: 5324.400391
	Iteration 14Q: 3 clusters Score -5188162 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -5189311.000000 Penalty: 5324.400391
	Iteration 15Q: 3 clusters Score -5189311 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5189840.500000 Penalty: 5324.400391
	Iteration 16Q: 3 clusters Score -5189840 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5190093.500000 Penalty: 5324.400391
	Iteration 17Q: 3 clusters Score -5190094 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5190208.000000 Penalty: 5324.400391
	Iteration 18Q: 3 clusters Score -5190208 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5190281.000000 Penalty: 5324.400391
	Iteration 19Q: 3 clusters Score -5190281 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5190340.500000 Penalty: 5324.400391
	Iteration 20F: 3 clusters Score -5190340 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5190375.000000 Penalty: 5324.400391
	Iteration 21Q: 3 clusters Score -5190375 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5190426.000000 Penalty: 5324.400391
	Iteration 22Q: 3 clusters Score -5190426 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5190447.000000 Penalty: 5324.400391
	Iteration 23Q: 3 clusters Score -5190447 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5190458.000000 Penalty: 5324.400391
	Iteration 24Q: 3 clusters Score -5190458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5190472.000000 Penalty: 5324.400391
	Iteration 25Q: 3 clusters Score -5190472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5190490.500000 Penalty: 5324.400391
	Iteration 26Q: 3 clusters Score -5190490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5190486.000000 Penalty: 5324.400391
	Iteration 27Q: 3 clusters Score -5190486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5190500.500000 Penalty: 5324.400391
	Iteration 28Q: 3 clusters Score -5190500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5190492.500000 Penalty: 5324.400391
	Iteration 29Q: 3 clusters Score -5190492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5190483.000000 Penalty: 5324.400391
	Iteration 30Q: 3 clusters Score -5190483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5190484.000000 Penalty: 5324.400391
	Iteration 31Q: 3 clusters Score -5190484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5190481.500000 Penalty: 5324.400391
	Iteration 32Q: 3 clusters Score -5190482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5190485.000000 Penalty: 5324.400391
	Iteration 33Q: 3 clusters Score -5190485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5190486.500000 Penalty: 5324.400391
	Iteration 34Q: 3 clusters Score -5190486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5190486.500000 Penalty: 5324.400391
	Iteration 35F: 3 clusters Score -5190486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 12911 members 
Mstep: Class 3 contains 26578 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 7053 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 24383 members 
Mstep: Class 11 contains 190644 members 
Mstep: Class 13 contains 227894 members 
Mstep: Class 14 contains 3985 members 
Mstep: Class 15 contains 5146 members 
Mstep: Class 16 contains 43983 members 
Mstep: Class 17 contains 50514 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 22 contains 24191 members 
Entering Unmasked Estep 
Score: -74604216.000000 Penalty: 53123.382812
Splitting cluster 16 changes total score from -74599504.000000 to -74604216.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 17 (50514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Entering Unmasked Estep 
Score: -5943036.500000 Penalty: 2685.841309
	Iteration 0F: 2 clusters Score -5943036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -5909065.000000 Penalty: 5371.682617
	Iteration 0F: 3 clusters Score -5909065 nChanged 23364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -5922082.000000 Penalty: 5371.682617
	Iteration 1F: 3 clusters Score -5922082 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -5922726.000000 Penalty: 5371.682617
	Iteration 2Q: 3 clusters Score -5922726 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -5923393.500000 Penalty: 5371.682617
	Iteration 3Q: 3 clusters Score -5923394 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -5924175.000000 Penalty: 5371.682617
	Iteration 4Q: 3 clusters Score -5924175 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -5925319.000000 Penalty: 5371.682617
	Iteration 5Q: 3 clusters Score -5925319 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -5926863.000000 Penalty: 5371.682617
	Iteration 6F: 3 clusters Score -5926863 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -5928822.500000 Penalty: 5371.682617
	Iteration 7F: 3 clusters Score -5928822 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -5931056.500000 Penalty: 5371.682617
	Iteration 8F: 3 clusters Score -5931056 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -5933298.000000 Penalty: 5371.682617
	Iteration 9F: 3 clusters Score -5933298 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -5934881.000000 Penalty: 5371.682617
	Iteration 10F: 3 clusters Score -5934881 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -5935601.000000 Penalty: 5371.682617
	Iteration 11Q: 3 clusters Score -5935601 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -5935859.000000 Penalty: 5371.682617
	Iteration 12Q: 3 clusters Score -5935859 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -5935955.500000 Penalty: 5371.682617
	Iteration 13Q: 3 clusters Score -5935956 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -5935995.000000 Penalty: 5371.682617
	Iteration 14Q: 3 clusters Score -5935995 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -5936078.500000 Penalty: 5371.682617
	Iteration 15Q: 3 clusters Score -5936078 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -5936141.000000 Penalty: 5371.682617
	Iteration 16Q: 3 clusters Score -5936141 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -5936184.000000 Penalty: 5371.682617
	Iteration 17Q: 3 clusters Score -5936184 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -5936235.500000 Penalty: 5371.682617
	Iteration 18Q: 3 clusters Score -5936236 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -5936284.000000 Penalty: 5371.682617
	Iteration 19Q: 3 clusters Score -5936284 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5936322.000000 Penalty: 5371.682617
	Iteration 20F: 3 clusters Score -5936322 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -5936354.000000 Penalty: 5371.682617
	Iteration 21Q: 3 clusters Score -5936354 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -5936382.500000 Penalty: 5371.682617
	Iteration 22Q: 3 clusters Score -5936382 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -5936415.000000 Penalty: 5371.682617
	Iteration 23Q: 3 clusters Score -5936415 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -5936459.500000 Penalty: 5371.682617
	Iteration 24Q: 3 clusters Score -5936460 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -5936477.500000 Penalty: 5371.682617
	Iteration 25Q: 3 clusters Score -5936478 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -5936491.500000 Penalty: 5371.682617
	Iteration 26Q: 3 clusters Score -5936492 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -5936520.500000 Penalty: 5371.682617
	Iteration 27Q: 3 clusters Score -5936520 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -5936563.000000 Penalty: 5371.682617
	Iteration 28Q: 3 clusters Score -5936563 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -5936594.500000 Penalty: 5371.682617
	Iteration 29Q: 3 clusters Score -5936594 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -5936599.500000 Penalty: 5371.682617
	Iteration 30Q: 3 clusters Score -5936600 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -5936631.000000 Penalty: 5371.682617
	Iteration 31Q: 3 clusters Score -5936631 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5936638.500000 Penalty: 5371.682617
	Iteration 32Q: 3 clusters Score -5936638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -5936633.000000 Penalty: 5371.682617
	Iteration 33Q: 3 clusters Score -5936633 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -5936646.500000 Penalty: 5371.682617
	Iteration 34Q: 3 clusters Score -5936646 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -5936641.500000 Penalty: 5371.682617
	Iteration 35Q: 3 clusters Score -5936642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -5936653.500000 Penalty: 5371.682617
	Iteration 36Q: 3 clusters Score -5936654 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -5936676.500000 Penalty: 5371.682617
	Iteration 37Q: 3 clusters Score -5936676 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -5936671.500000 Penalty: 5371.682617
	Iteration 38Q: 3 clusters Score -5936672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -5936676.000000 Penalty: 5371.682617
	Iteration 39Q: 3 clusters Score -5936676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -5936676.000000 Penalty: 5371.682617
	Iteration 40F: 3 clusters Score -5936676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -5936675.000000 Penalty: 5371.682617
	Iteration 41Q: 3 clusters Score -5936675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -5936669.500000 Penalty: 5371.682617
	Iteration 42Q: 3 clusters Score -5936670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -5936688.500000 Penalty: 5371.682617
	Iteration 43Q: 3 clusters Score -5936688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -5936693.500000 Penalty: 5371.682617
	Iteration 44Q: 3 clusters Score -5936694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -5936694.500000 Penalty: 5371.682617
	Iteration 45Q: 3 clusters Score -5936694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -5936694.500000 Penalty: 5371.682617
	Iteration 46Q: 3 clusters Score -5936694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -5936705.000000 Penalty: 5371.682617
	Iteration 47Q: 3 clusters Score -5936705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -5936697.000000 Penalty: 5371.682617
	Iteration 48Q: 3 clusters Score -5936697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -5936696.500000 Penalty: 5371.682617
	Iteration 49Q: 3 clusters Score -5936696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -5936709.000000 Penalty: 5371.682617
	Iteration 50Q: 3 clusters Score -5936709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -5936710.500000 Penalty: 5371.682617
	Iteration 51Q: 3 clusters Score -5936710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -5936701.000000 Penalty: 5371.682617
	Iteration 52Q: 3 clusters Score -5936701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -5936705.000000 Penalty: 5371.682617
	Iteration 53Q: 3 clusters Score -5936705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -5936704.500000 Penalty: 5371.682617
	Iteration 54Q: 3 clusters Score -5936704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -5936700.000000 Penalty: 5371.682617
	Iteration 55Q: 3 clusters Score -5936700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -5936694.000000 Penalty: 5371.682617
	Iteration 56Q: 3 clusters Score -5936694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -5936710.500000 Penalty: 5371.682617
	Iteration 57Q: 3 clusters Score -5936710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -5936709.500000 Penalty: 5371.682617
	Iteration 58Q: 3 clusters Score -5936710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -5936706.500000 Penalty: 5371.682617
	Iteration 59Q: 3 clusters Score -5936706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -5936709.500000 Penalty: 5371.682617
	Iteration 60F: 3 clusters Score -5936710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -5936708.000000 Penalty: 5371.682617
	Iteration 61Q: 3 clusters Score -5936708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -5936699.000000 Penalty: 5371.682617
	Iteration 62Q: 3 clusters Score -5936699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -5936699.000000 Penalty: 5371.682617
	Iteration 63Q: 3 clusters Score -5936699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -5936697.500000 Penalty: 5371.682617
	Iteration 64Q: 3 clusters Score -5936698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -5936687.000000 Penalty: 5371.682617
	Iteration 65Q: 3 clusters Score -5936687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -5936692.000000 Penalty: 5371.682617
	Iteration 66Q: 3 clusters Score -5936692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -5936688.000000 Penalty: 5371.682617
	Iteration 67Q: 3 clusters Score -5936688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -5936689.000000 Penalty: 5371.682617
	Iteration 68Q: 3 clusters Score -5936689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -5936685.000000 Penalty: 5371.682617
	Iteration 69Q: 3 clusters Score -5936685 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -5936677.500000 Penalty: 5371.682617
	Iteration 70Q: 3 clusters Score -5936678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -5936687.000000 Penalty: 5371.682617
	Iteration 71Q: 3 clusters Score -5936687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -5936695.500000 Penalty: 5371.682617
	Iteration 72Q: 3 clusters Score -5936696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -5936684.500000 Penalty: 5371.682617
	Iteration 73Q: 3 clusters Score -5936684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -5936680.000000 Penalty: 5371.682617
	Iteration 74Q: 3 clusters Score -5936680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -5936678.000000 Penalty: 5371.682617
	Iteration 75Q: 3 clusters Score -5936678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -5936677.000000 Penalty: 5371.682617
	Iteration 76Q: 3 clusters Score -5936677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -5936679.500000 Penalty: 5371.682617
	Iteration 77Q: 3 clusters Score -5936680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -5936680.000000 Penalty: 5371.682617
	Iteration 78Q: 3 clusters Score -5936680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -5936684.000000 Penalty: 5371.682617
	Iteration 79Q: 3 clusters Score -5936684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -5936686.000000 Penalty: 5371.682617
	Iteration 80F: 3 clusters Score -5936686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -5936685.500000 Penalty: 5371.682617
	Iteration 81Q: 3 clusters Score -5936686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -5936684.000000 Penalty: 5371.682617
	Iteration 82Q: 3 clusters Score -5936684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -5936672.500000 Penalty: 5371.682617
	Iteration 83Q: 3 clusters Score -5936672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -5936671.500000 Penalty: 5371.682617
	Iteration 84Q: 3 clusters Score -5936672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -5936681.500000 Penalty: 5371.682617
	Iteration 85Q: 3 clusters Score -5936682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -5936679.500000 Penalty: 5371.682617
	Iteration 86Q: 3 clusters Score -5936680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -5936687.500000 Penalty: 5371.682617
	Iteration 87Q: 3 clusters Score -5936688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -5936697.000000 Penalty: 5371.682617
	Iteration 88Q: 3 clusters Score -5936697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -5936694.500000 Penalty: 5371.682617
	Iteration 89Q: 3 clusters Score -5936694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -5936685.500000 Penalty: 5371.682617
	Iteration 90Q: 3 clusters Score -5936686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -5936702.500000 Penalty: 5371.682617
	Iteration 91Q: 3 clusters Score -5936702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -5936709.500000 Penalty: 5371.682617
	Iteration 92Q: 3 clusters Score -5936710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -5936706.500000 Penalty: 5371.682617
	Iteration 93Q: 3 clusters Score -5936706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -5936701.000000 Penalty: 5371.682617
	Iteration 94Q: 3 clusters Score -5936701 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -5936707.500000 Penalty: 5371.682617
	Iteration 95Q: 3 clusters Score -5936708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -5936703.000000 Penalty: 5371.682617
	Iteration 96Q: 3 clusters Score -5936703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -5936715.000000 Penalty: 5371.682617
	Iteration 97Q: 3 clusters Score -5936715 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -5936727.500000 Penalty: 5371.682617
	Iteration 98Q: 3 clusters Score -5936728 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -5936741.500000 Penalty: 5371.682617
	Iteration 99Q: 3 clusters Score -5936742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -5936733.500000 Penalty: 5371.682617
	Iteration 100F: 3 clusters Score -5936734 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -5936735.000000 Penalty: 5371.682617
	Iteration 101Q: 3 clusters Score -5936735 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -5936736.500000 Penalty: 5371.682617
	Iteration 102Q: 3 clusters Score -5936736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -5936747.500000 Penalty: 5371.682617
	Iteration 103Q: 3 clusters Score -5936748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -5936748.500000 Penalty: 5371.682617
	Iteration 104Q: 3 clusters Score -5936748 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -5936736.500000 Penalty: 5371.682617
	Iteration 105Q: 3 clusters Score -5936736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -5936730.500000 Penalty: 5371.682617
	Iteration 106Q: 3 clusters Score -5936730 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -5936743.000000 Penalty: 5371.682617
	Iteration 107Q: 3 clusters Score -5936743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -5936752.000000 Penalty: 5371.682617
	Iteration 108Q: 3 clusters Score -5936752 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -5936749.500000 Penalty: 5371.682617
	Iteration 109Q: 3 clusters Score -5936750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -5936750.000000 Penalty: 5371.682617
	Iteration 110Q: 3 clusters Score -5936750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -5936762.500000 Penalty: 5371.682617
	Iteration 111Q: 3 clusters Score -5936762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -5936767.000000 Penalty: 5371.682617
	Iteration 112Q: 3 clusters Score -5936767 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -5936782.000000 Penalty: 5371.682617
	Iteration 113Q: 3 clusters Score -5936782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -5936784.000000 Penalty: 5371.682617
	Iteration 114Q: 3 clusters Score -5936784 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -5936798.000000 Penalty: 5371.682617
	Iteration 115Q: 3 clusters Score -5936798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -5936784.500000 Penalty: 5371.682617
	Iteration 116Q: 3 clusters Score -5936784 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -5936793.000000 Penalty: 5371.682617
	Iteration 117Q: 3 clusters Score -5936793 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -5936800.500000 Penalty: 5371.682617
	Iteration 118Q: 3 clusters Score -5936800 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -5936788.000000 Penalty: 5371.682617
	Iteration 119Q: 3 clusters Score -5936788 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -5936821.000000 Penalty: 5371.682617
	Iteration 120F: 3 clusters Score -5936821 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -5936822.500000 Penalty: 5371.682617
	Iteration 121Q: 3 clusters Score -5936822 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -5936823.000000 Penalty: 5371.682617
	Iteration 122Q: 3 clusters Score -5936823 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -5936858.000000 Penalty: 5371.682617
	Iteration 123Q: 3 clusters Score -5936858 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -5936859.500000 Penalty: 5371.682617
	Iteration 124Q: 3 clusters Score -5936860 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -5936884.500000 Penalty: 5371.682617
	Iteration 125Q: 3 clusters Score -5936884 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -5936883.000000 Penalty: 5371.682617
	Iteration 126Q: 3 clusters Score -5936883 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -5936916.500000 Penalty: 5371.682617
	Iteration 127Q: 3 clusters Score -5936916 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -5936903.500000 Penalty: 5371.682617
	Iteration 128Q: 3 clusters Score -5936904 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -5936914.500000 Penalty: 5371.682617
	Iteration 129Q: 3 clusters Score -5936914 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -5936941.500000 Penalty: 5371.682617
	Iteration 130Q: 3 clusters Score -5936942 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -5936965.500000 Penalty: 5371.682617
	Iteration 131Q: 3 clusters Score -5936966 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -5936983.500000 Penalty: 5371.682617
	Iteration 132Q: 3 clusters Score -5936984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -5937003.500000 Penalty: 5371.682617
	Iteration 133Q: 3 clusters Score -5937004 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -5937000.500000 Penalty: 5371.682617
	Iteration 134Q: 3 clusters Score -5937000 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -5937031.500000 Penalty: 5371.682617
	Iteration 135Q: 3 clusters Score -5937032 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -5937063.000000 Penalty: 5371.682617
	Iteration 136Q: 3 clusters Score -5937063 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -5937072.000000 Penalty: 5371.682617
	Iteration 137Q: 3 clusters Score -5937072 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -5937092.000000 Penalty: 5371.682617
	Iteration 138Q: 3 clusters Score -5937092 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -5937109.500000 Penalty: 5371.682617
	Iteration 139Q: 3 clusters Score -5937110 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -5937167.000000 Penalty: 5371.682617
	Iteration 140F: 3 clusters Score -5937167 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -5937207.000000 Penalty: 5371.682617
	Iteration 141Q: 3 clusters Score -5937207 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -5937252.000000 Penalty: 5371.682617
	Iteration 142Q: 3 clusters Score -5937252 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -5937288.500000 Penalty: 5371.682617
	Iteration 143Q: 3 clusters Score -5937288 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -5937326.000000 Penalty: 5371.682617
	Iteration 144Q: 3 clusters Score -5937326 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -5937395.500000 Penalty: 5371.682617
	Iteration 145Q: 3 clusters Score -5937396 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -5937452.500000 Penalty: 5371.682617
	Iteration 146Q: 3 clusters Score -5937452 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -5937540.500000 Penalty: 5371.682617
	Iteration 147Q: 3 clusters Score -5937540 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -5937578.000000 Penalty: 5371.682617
	Iteration 148Q: 3 clusters Score -5937578 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -5937651.000000 Penalty: 5371.682617
	Iteration 149Q: 3 clusters Score -5937651 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -5937721.500000 Penalty: 5371.682617
	Iteration 150Q: 3 clusters Score -5937722 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -5937832.000000 Penalty: 5371.682617
	Iteration 151Q: 3 clusters Score -5937832 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -5937915.000000 Penalty: 5371.682617
	Iteration 152Q: 3 clusters Score -5937915 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -5938022.500000 Penalty: 5371.682617
	Iteration 153Q: 3 clusters Score -5938022 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -5938137.000000 Penalty: 5371.682617
	Iteration 154Q: 3 clusters Score -5938137 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -5938245.500000 Penalty: 5371.682617
	Iteration 155Q: 3 clusters Score -5938246 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -5938397.500000 Penalty: 5371.682617
	Iteration 156Q: 3 clusters Score -5938398 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -5938537.000000 Penalty: 5371.682617
	Iteration 157Q: 3 clusters Score -5938537 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -5938678.000000 Penalty: 5371.682617
	Iteration 158Q: 3 clusters Score -5938678 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -5938815.000000 Penalty: 5371.682617
	Iteration 159Q: 3 clusters Score -5938815 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -5939014.500000 Penalty: 5371.682617
	Iteration 160F: 3 clusters Score -5939014 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5939197.000000 Penalty: 5371.682617
	Iteration 161Q: 3 clusters Score -5939197 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -5939452.000000 Penalty: 5371.682617
	Iteration 162Q: 3 clusters Score -5939452 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -5939679.500000 Penalty: 5371.682617
	Iteration 163Q: 3 clusters Score -5939680 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -5939946.000000 Penalty: 5371.682617
	Iteration 164Q: 3 clusters Score -5939946 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -5940203.500000 Penalty: 5371.682617
	Iteration 165Q: 3 clusters Score -5940204 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -5940466.500000 Penalty: 5371.682617
	Iteration 166Q: 3 clusters Score -5940466 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -5940703.000000 Penalty: 5371.682617
	Iteration 167Q: 3 clusters Score -5940703 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -5940943.000000 Penalty: 5371.682617
	Iteration 168Q: 3 clusters Score -5940943 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -5941092.000000 Penalty: 5371.682617
	Iteration 169Q: 3 clusters Score -5941092 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -5941226.500000 Penalty: 5371.682617
	Iteration 170Q: 3 clusters Score -5941226 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -5941321.500000 Penalty: 5371.682617
	Iteration 171Q: 3 clusters Score -5941322 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -5941396.000000 Penalty: 5371.682617
	Iteration 172Q: 3 clusters Score -5941396 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -5941433.000000 Penalty: 5371.682617
	Iteration 173Q: 3 clusters Score -5941433 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -5941458.000000 Penalty: 5371.682617
	Iteration 174Q: 3 clusters Score -5941458 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -5941531.000000 Penalty: 5371.682617
	Iteration 175Q: 3 clusters Score -5941531 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -5941552.000000 Penalty: 5371.682617
	Iteration 176Q: 3 clusters Score -5941552 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -5941562.500000 Penalty: 5371.682617
	Iteration 177Q: 3 clusters Score -5941562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -5941567.000000 Penalty: 5371.682617
	Iteration 178Q: 3 clusters Score -5941567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -5941590.000000 Penalty: 5371.682617
	Iteration 179Q: 3 clusters Score -5941590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -5941606.500000 Penalty: 5371.682617
	Iteration 180F: 3 clusters Score -5941606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -5941616.000000 Penalty: 5371.682617
	Iteration 181Q: 3 clusters Score -5941616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -5941620.500000 Penalty: 5371.682617
	Iteration 182Q: 3 clusters Score -5941620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -5941613.500000 Penalty: 5371.682617
	Iteration 183Q: 3 clusters Score -5941614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -5941613.500000 Penalty: 5371.682617
	Iteration 184Q: 3 clusters Score -5941614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -5941618.000000 Penalty: 5371.682617
	Iteration 185Q: 3 clusters Score -5941618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -5941642.500000 Penalty: 5371.682617
	Iteration 186Q: 3 clusters Score -5941642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -5941636.000000 Penalty: 5371.682617
	Iteration 187Q: 3 clusters Score -5941636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -5941655.000000 Penalty: 5371.682617
	Iteration 188Q: 3 clusters Score -5941655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -5941640.000000 Penalty: 5371.682617
	Iteration 189Q: 3 clusters Score -5941640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -5941638.500000 Penalty: 5371.682617
	Iteration 190Q: 3 clusters Score -5941638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -5941648.000000 Penalty: 5371.682617
	Iteration 191Q: 3 clusters Score -5941648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -5941652.500000 Penalty: 5371.682617
	Iteration 192Q: 3 clusters Score -5941652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -5941650.000000 Penalty: 5371.682617
	Iteration 193Q: 3 clusters Score -5941650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -5941649.500000 Penalty: 5371.682617
	Iteration 194Q: 3 clusters Score -5941650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -5941656.000000 Penalty: 5371.682617
	Iteration 195Q: 3 clusters Score -5941656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -5941652.000000 Penalty: 5371.682617
	Iteration 196Q: 3 clusters Score -5941652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -5941652.000000 Penalty: 5371.682617
	Iteration 197Q: 3 clusters Score -5941652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -5941652.500000 Penalty: 5371.682617
	Iteration 198Q: 3 clusters Score -5941652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -5941657.000000 Penalty: 5371.682617
	Iteration 199Q: 3 clusters Score -5941657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -5941653.000000 Penalty: 5371.682617
	Iteration 200F: 3 clusters Score -5941653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -5941657.500000 Penalty: 5371.682617
	Iteration 201Q: 3 clusters Score -5941658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -5941657.500000 Penalty: 5371.682617
	Iteration 202F: 3 clusters Score -5941658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -28975.646484 Penalty: 1420.258179
	Iteration 0F: 2 clusters Score -28975.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27942.876953 Penalty: 2840.516357
	Iteration 0F: 3 clusters Score -27942.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28160.751953 Penalty: 2840.516357
	Iteration 1F: 3 clusters Score -28160.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28201.628906 Penalty: 2840.516357
	Iteration 2Q: 3 clusters Score -28201.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28229.419922 Penalty: 2840.516357
	Iteration 3Q: 3 clusters Score -28229.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28244.910156 Penalty: 2840.516357
	Iteration 4Q: 3 clusters Score -28244.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28257.359375 Penalty: 2840.516357
	Iteration 5Q: 3 clusters Score -28257.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28257.359375 Penalty: 2840.516357
	Iteration 6F: 3 clusters Score -28257.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Entering Unmasked Estep 
Score: -2902350.000000 Penalty: 2503.246338
	Iteration 0F: 2 clusters Score -2902350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2885695.000000 Penalty: 5006.492676
	Iteration 0F: 3 clusters Score -2885695 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2891314.500000 Penalty: 5006.492676
	Iteration 1F: 3 clusters Score -2891314 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2891655.000000 Penalty: 5006.492676
	Iteration 2Q: 3 clusters Score -2891655 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2891874.500000 Penalty: 5006.492676
	Iteration 3Q: 3 clusters Score -2891874 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2892085.000000 Penalty: 5006.492676
	Iteration 4Q: 3 clusters Score -2892085 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2892254.250000 Penalty: 5006.492676
	Iteration 5Q: 3 clusters Score -2892254 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2892409.000000 Penalty: 5006.492676
	Iteration 6Q: 3 clusters Score -2892409 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2892555.250000 Penalty: 5006.492676
	Iteration 7Q: 3 clusters Score -2892555 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2892714.750000 Penalty: 5006.492676
	Iteration 8Q: 3 clusters Score -2892715 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2892876.250000 Penalty: 5006.492676
	Iteration 9Q: 3 clusters Score -2892876 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2893064.250000 Penalty: 5006.492676
	Iteration 10Q: 3 clusters Score -2893064 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2893290.750000 Penalty: 5006.492676
	Iteration 11Q: 3 clusters Score -2893291 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2893624.000000 Penalty: 5006.492676
	Iteration 12Q: 3 clusters Score -2893624 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2894117.250000 Penalty: 5006.492676
	Iteration 13Q: 3 clusters Score -2894117 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2894807.000000 Penalty: 5006.492676
	Iteration 14Q: 3 clusters Score -2894807 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2895672.000000 Penalty: 5006.492676
	Iteration 15Q: 3 clusters Score -2895672 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2896561.500000 Penalty: 5006.492676
	Iteration 16Q: 3 clusters Score -2896562 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2897376.500000 Penalty: 5006.492676
	Iteration 17Q: 3 clusters Score -2897376 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2897967.750000 Penalty: 5006.492676
	Iteration 18Q: 3 clusters Score -2897968 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2898360.750000 Penalty: 5006.492676
	Iteration 19Q: 3 clusters Score -2898361 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2898639.500000 Penalty: 5006.492676
	Iteration 20F: 3 clusters Score -2898640 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2898846.500000 Penalty: 5006.492676
	Iteration 21Q: 3 clusters Score -2898846 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2899021.500000 Penalty: 5006.492676
	Iteration 22Q: 3 clusters Score -2899022 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2899153.500000 Penalty: 5006.492676
	Iteration 23Q: 3 clusters Score -2899154 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2899257.000000 Penalty: 5006.492676
	Iteration 24Q: 3 clusters Score -2899257 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2899377.500000 Penalty: 5006.492676
	Iteration 25Q: 3 clusters Score -2899378 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2899469.250000 Penalty: 5006.492676
	Iteration 26Q: 3 clusters Score -2899469 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2899542.750000 Penalty: 5006.492676
	Iteration 27Q: 3 clusters Score -2899543 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2899606.750000 Penalty: 5006.492676
	Iteration 28Q: 3 clusters Score -2899607 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2899669.500000 Penalty: 5006.492676
	Iteration 29Q: 3 clusters Score -2899670 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2899717.750000 Penalty: 5006.492676
	Iteration 30Q: 3 clusters Score -2899718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2899762.750000 Penalty: 5006.492676
	Iteration 31Q: 3 clusters Score -2899763 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2899793.000000 Penalty: 5006.492676
	Iteration 32Q: 3 clusters Score -2899793 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2899836.500000 Penalty: 5006.492676
	Iteration 33Q: 3 clusters Score -2899836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2899858.000000 Penalty: 5006.492676
	Iteration 34Q: 3 clusters Score -2899858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2899878.500000 Penalty: 5006.492676
	Iteration 35Q: 3 clusters Score -2899878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2899900.500000 Penalty: 5006.492676
	Iteration 36Q: 3 clusters Score -2899900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2899918.000000 Penalty: 5006.492676
	Iteration 37Q: 3 clusters Score -2899918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2899932.750000 Penalty: 5006.492676
	Iteration 38Q: 3 clusters Score -2899933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2899948.500000 Penalty: 5006.492676
	Iteration 39Q: 3 clusters Score -2899948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2899964.000000 Penalty: 5006.492676
	Iteration 40F: 3 clusters Score -2899964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2899990.500000 Penalty: 5006.492676
	Iteration 41Q: 3 clusters Score -2899990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2900004.250000 Penalty: 5006.492676
	Iteration 42Q: 3 clusters Score -2900004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2900021.250000 Penalty: 5006.492676
	Iteration 43Q: 3 clusters Score -2900021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2900024.250000 Penalty: 5006.492676
	Iteration 44Q: 3 clusters Score -2900024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2900048.000000 Penalty: 5006.492676
	Iteration 45Q: 3 clusters Score -2900048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2900056.250000 Penalty: 5006.492676
	Iteration 46Q: 3 clusters Score -2900056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2900060.250000 Penalty: 5006.492676
	Iteration 47Q: 3 clusters Score -2900060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2900069.500000 Penalty: 5006.492676
	Iteration 48Q: 3 clusters Score -2900070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2900078.750000 Penalty: 5006.492676
	Iteration 49Q: 3 clusters Score -2900079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2900081.000000 Penalty: 5006.492676
	Iteration 50Q: 3 clusters Score -2900081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2900093.750000 Penalty: 5006.492676
	Iteration 51Q: 3 clusters Score -2900094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2900101.500000 Penalty: 5006.492676
	Iteration 52Q: 3 clusters Score -2900102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2900106.500000 Penalty: 5006.492676
	Iteration 53Q: 3 clusters Score -2900106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2900108.250000 Penalty: 5006.492676
	Iteration 54Q: 3 clusters Score -2900108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2900108.250000 Penalty: 5006.492676
	Iteration 55F: 3 clusters Score -2900108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 3 contains 26578 members 
Mstep: Class 5 contains 7053 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 24383 members 
Mstep: Class 11 contains 190644 members 
Mstep: Class 13 contains 227894 members 
Mstep: Class 14 contains 3985 members 
Mstep: Class 15 contains 5146 members 
Mstep: Class 16 contains 43983 members 
Mstep: Class 17 contains 50514 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 22 contains 24191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3246.028809 but Gain 3320.210938
Score: -74606904.000000 Penalty: 49803.171875
Iteration 39Q: 16 clusters Score -7.46069e+07 nChanged 17635
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 12896 members 
Mstep: Class 3 contains 25972 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 9 contains 23801 members 
Mstep: Class 11 contains 199811 members 
Mstep: Class 13 contains 221827 members 
Mstep: Class 14 contains 3840 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 44834 members 
Mstep: Class 17 contains 50454 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 22 contains 24195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74612528.000000 Penalty: 49803.171875
Iteration 40F: 16 clusters Score -7.461253e+07 nChanged 13295
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 13188 members 
Mstep: Class 3 contains 25270 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 6935 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 9 contains 23232 members 
Mstep: Class 11 contains 207460 members 
Mstep: Class 13 contains 215330 members 
Mstep: Class 14 contains 3788 members 
Mstep: Class 15 contains 5035 members 
Mstep: Class 16 contains 45102 members 
Mstep: Class 17 contains 50124 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 22 contains 24255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74615512.000000 Penalty: 49803.171875
Iteration 41Q: 16 clusters Score -7.461551e+07 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 13548 members 
Mstep: Class 3 contains 24621 members 
Mstep: Class 4 contains 1998 members 
Mstep: Class 5 contains 6880 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 9 contains 22703 members 
Mstep: Class 11 contains 214573 members 
Mstep: Class 13 contains 209503 members 
Mstep: Class 14 contains 3708 members 
Mstep: Class 15 contains 4947 members 
Mstep: Class 16 contains 45231 members 
Mstep: Class 17 contains 49730 members 
Mstep: Class 18 contains 304 members 
Mstep: Class 22 contains 24279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74617488.000000 Penalty: 49803.171875
Iteration 42Q: 16 clusters Score -7.461749e+07 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 13916 members 
Mstep: Class 3 contains 23999 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 6823 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 9 contains 22191 members 
Mstep: Class 11 contains 220772 members 
Mstep: Class 13 contains 204709 members 
Mstep: Class 14 contains 3606 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 45252 members 
Mstep: Class 17 contains 49316 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 22 contains 24281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74619056.000000 Penalty: 49803.171875
Iteration 43Q: 16 clusters Score -7.461906e+07 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 14317 members 
Mstep: Class 3 contains 23431 members 
Mstep: Class 4 contains 2038 members 
Mstep: Class 5 contains 6778 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 9 contains 21681 members 
Mstep: Class 11 contains 226229 members 
Mstep: Class 13 contains 200659 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 4764 members 
Mstep: Class 16 contains 45211 members 
Mstep: Class 17 contains 48834 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 22 contains 24315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74620112.000000 Penalty: 49803.171875
Iteration 44Q: 16 clusters Score -7.462011e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 14703 members 
Mstep: Class 3 contains 22872 members 
Mstep: Class 4 contains 2043 members 
Mstep: Class 5 contains 6753 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 9 contains 21210 members 
Mstep: Class 11 contains 230973 members 
Mstep: Class 13 contains 197333 members 
Mstep: Class 14 contains 3402 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 45114 members 
Mstep: Class 17 contains 48342 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 22 contains 24351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74621192.000000 Penalty: 49803.171875
Iteration 45Q: 16 clusters Score -7.462119e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 15072 members 
Mstep: Class 3 contains 22369 members 
Mstep: Class 4 contains 2041 members 
Mstep: Class 5 contains 6764 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 9 contains 20805 members 
Mstep: Class 11 contains 234794 members 
Mstep: Class 13 contains 194861 members 
Mstep: Class 14 contains 3287 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 44989 members 
Mstep: Class 17 contains 47873 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 22 contains 24361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74622648.000000 Penalty: 49803.171875
Iteration 46Q: 16 clusters Score -7.462265e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 21891 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 5 contains 6811 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 9 contains 20486 members 
Mstep: Class 11 contains 237762 members 
Mstep: Class 13 contains 193211 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 4430 members 
Mstep: Class 16 contains 44845 members 
Mstep: Class 17 contains 47358 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 22 contains 24345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74623856.000000 Penalty: 49803.171875
Iteration 47Q: 16 clusters Score -7.462386e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 15709 members 
Mstep: Class 3 contains 21473 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 6848 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 9 contains 20241 members 
Mstep: Class 11 contains 239764 members 
Mstep: Class 13 contains 192475 members 
Mstep: Class 14 contains 3103 members 
Mstep: Class 15 contains 4303 members 
Mstep: Class 16 contains 44682 members 
Mstep: Class 17 contains 46827 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 22 contains 24322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74624680.000000 Penalty: 49803.171875
Iteration 48Q: 16 clusters Score -7.462468e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 16005 members 
Mstep: Class 3 contains 21055 members 
Mstep: Class 4 contains 2032 members 
Mstep: Class 5 contains 6879 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 9 contains 20048 members 
Mstep: Class 11 contains 240906 members 
Mstep: Class 13 contains 192491 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 4194 members 
Mstep: Class 16 contains 44486 members 
Mstep: Class 17 contains 46354 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 22 contains 24280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74625648.000000 Penalty: 49803.171875
Iteration 49Q: 16 clusters Score -7.462565e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 16251 members 
Mstep: Class 3 contains 20607 members 
Mstep: Class 4 contains 2031 members 
Mstep: Class 5 contains 6917 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 9 contains 19878 members 
Mstep: Class 11 contains 241281 members 
Mstep: Class 13 contains 193293 members 
Mstep: Class 14 contains 3025 members 
Mstep: Class 15 contains 4094 members 
Mstep: Class 16 contains 44290 members 
Mstep: Class 17 contains 45871 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 22 contains 24240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74626488.000000 Penalty: 49803.171875
Iteration 50Q: 16 clusters Score -7.462649e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 16456 members 
Mstep: Class 3 contains 20266 members 
Mstep: Class 4 contains 2037 members 
Mstep: Class 5 contains 6941 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 9 contains 19740 members 
Mstep: Class 11 contains 240899 members 
Mstep: Class 13 contains 194801 members 
Mstep: Class 14 contains 3001 members 
Mstep: Class 15 contains 4026 members 
Mstep: Class 16 contains 44120 members 
Mstep: Class 17 contains 45309 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 22 contains 24175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74627928.000000 Penalty: 49803.171875
Iteration 51Q: 16 clusters Score -7.462793e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 16669 members 
Mstep: Class 3 contains 19957 members 
Mstep: Class 4 contains 2037 members 
Mstep: Class 5 contains 6962 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 9 contains 19634 members 
Mstep: Class 11 contains 239876 members 
Mstep: Class 13 contains 196875 members 
Mstep: Class 14 contains 2989 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 43952 members 
Mstep: Class 17 contains 44742 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 22 contains 24088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629408.000000 Penalty: 49803.171875
Iteration 52Q: 16 clusters Score -7.462941e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 16863 members 
Mstep: Class 3 contains 19782 members 
Mstep: Class 4 contains 2038 members 
Mstep: Class 5 contains 6984 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 9 contains 19514 members 
Mstep: Class 11 contains 238191 members 
Mstep: Class 13 contains 199505 members 
Mstep: Class 14 contains 2968 members 
Mstep: Class 15 contains 3971 members 
Mstep: Class 16 contains 43747 members 
Mstep: Class 17 contains 44196 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 22 contains 23999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630480.000000 Penalty: 49803.171875
Iteration 53Q: 16 clusters Score -7.463048e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 17035 members 
Mstep: Class 3 contains 19710 members 
Mstep: Class 4 contains 2036 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 9 contains 19390 members 
Mstep: Class 11 contains 236071 members 
Mstep: Class 13 contains 202520 members 
Mstep: Class 14 contains 2953 members 
Mstep: Class 15 contains 3952 members 
Mstep: Class 16 contains 43595 members 
Mstep: Class 17 contains 43606 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 22 contains 23866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631120.000000 Penalty: 49803.171875
Iteration 54Q: 16 clusters Score -7.463112e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 17186 members 
Mstep: Class 3 contains 19694 members 
Mstep: Class 4 contains 2037 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 9 contains 19261 members 
Mstep: Class 11 contains 233462 members 
Mstep: Class 13 contains 205872 members 
Mstep: Class 14 contains 2941 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 43467 members 
Mstep: Class 17 contains 43071 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 22 contains 23773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631824.000000 Penalty: 49803.171875
Iteration 55Q: 16 clusters Score -7.463182e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 17313 members 
Mstep: Class 3 contains 19679 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 9 contains 19136 members 
Mstep: Class 11 contains 230590 members 
Mstep: Class 13 contains 209472 members 
Mstep: Class 14 contains 2920 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 43358 members 
Mstep: Class 17 contains 42519 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 22 contains 23692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631864.000000 Penalty: 49803.171875
Iteration 56Q: 16 clusters Score -7.463186e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 17411 members 
Mstep: Class 3 contains 19698 members 
Mstep: Class 4 contains 2037 members 
Mstep: Class 5 contains 7120 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 9 contains 18998 members 
Mstep: Class 11 contains 227549 members 
Mstep: Class 13 contains 213177 members 
Mstep: Class 14 contains 2931 members 
Mstep: Class 15 contains 3948 members 
Mstep: Class 16 contains 43283 members 
Mstep: Class 17 contains 41986 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 22 contains 23600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632224.000000 Penalty: 49803.171875
Iteration 57Q: 16 clusters Score -7.463222e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 17549 members 
Mstep: Class 3 contains 19721 members 
Mstep: Class 4 contains 2036 members 
Mstep: Class 5 contains 7147 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 9 contains 18870 members 
Mstep: Class 11 contains 224357 members 
Mstep: Class 13 contains 216909 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 43215 members 
Mstep: Class 17 contains 41490 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 22 contains 23544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632240.000000 Penalty: 49803.171875
Iteration 58Q: 16 clusters Score -7.463224e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 17658 members 
Mstep: Class 3 contains 19746 members 
Mstep: Class 4 contains 2038 members 
Mstep: Class 5 contains 7184 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 9 contains 18780 members 
Mstep: Class 11 contains 221059 members 
Mstep: Class 13 contains 220694 members 
Mstep: Class 14 contains 2923 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 43179 members 
Mstep: Class 17 contains 41055 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 22 contains 23437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632400.000000 Penalty: 49803.171875
Iteration 59Q: 16 clusters Score -7.46324e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 17754 members 
Mstep: Class 3 contains 19766 members 
Mstep: Class 4 contains 2038 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 9 contains 18657 members 
Mstep: Class 11 contains 217797 members 
Mstep: Class 13 contains 224414 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 43176 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 22 contains 23359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632904.000000 Penalty: 49803.171875
Iteration 60F: 16 clusters Score -7.46329e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 17832 members 
Mstep: Class 3 contains 19781 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 9 contains 18577 members 
Mstep: Class 11 contains 214764 members 
Mstep: Class 13 contains 227811 members 
Mstep: Class 14 contains 2905 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 43194 members 
Mstep: Class 17 contains 40187 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 22 contains 23313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633424.000000 Penalty: 49803.171875
Iteration 61Q: 16 clusters Score -7.463342e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 17905 members 
Mstep: Class 3 contains 19789 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 7374 members 
Mstep: Class 6 contains 1282 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 11 contains 212007 members 
Mstep: Class 13 contains 230921 members 
Mstep: Class 14 contains 2898 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 43253 members 
Mstep: Class 17 contains 39771 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 22 contains 23266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633744.000000 Penalty: 49803.171875
Iteration 62Q: 16 clusters Score -7.463374e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 17980 members 
Mstep: Class 3 contains 19812 members 
Mstep: Class 4 contains 2110 members 
Mstep: Class 5 contains 7435 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 9 contains 18409 members 
Mstep: Class 11 contains 209527 members 
Mstep: Class 13 contains 233721 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 3985 members 
Mstep: Class 16 contains 43317 members 
Mstep: Class 17 contains 39367 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 22 contains 23203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634096.000000 Penalty: 49803.171875
Iteration 63Q: 16 clusters Score -7.46341e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 18051 members 
Mstep: Class 3 contains 19810 members 
Mstep: Class 4 contains 2099 members 
Mstep: Class 5 contains 7492 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 9 contains 18355 members 
Mstep: Class 11 contains 207251 members 
Mstep: Class 13 contains 236304 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 3994 members 
Mstep: Class 16 contains 43389 members 
Mstep: Class 17 contains 38966 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634256.000000 Penalty: 49803.171875
Iteration 64Q: 16 clusters Score -7.463426e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 18142 members 
Mstep: Class 3 contains 19790 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 7528 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 9 contains 18286 members 
Mstep: Class 11 contains 205337 members 
Mstep: Class 13 contains 238572 members 
Mstep: Class 14 contains 2868 members 
Mstep: Class 15 contains 3996 members 
Mstep: Class 16 contains 43451 members 
Mstep: Class 17 contains 38563 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634392.000000 Penalty: 49803.171875
Iteration 65Q: 16 clusters Score -7.463439e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 18246 members 
Mstep: Class 3 contains 19780 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 7572 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 9 contains 18216 members 
Mstep: Class 11 contains 203685 members 
Mstep: Class 13 contains 240555 members 
Mstep: Class 14 contains 2867 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 16 contains 43534 members 
Mstep: Class 17 contains 38136 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634224.000000 Penalty: 49803.171875
Iteration 66Q: 16 clusters Score -7.463422e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 18342 members 
Mstep: Class 3 contains 19776 members 
Mstep: Class 4 contains 2038 members 
Mstep: Class 5 contains 7605 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 9 contains 18168 members 
Mstep: Class 11 contains 202292 members 
Mstep: Class 13 contains 242245 members 
Mstep: Class 14 contains 2864 members 
Mstep: Class 15 contains 4009 members 
Mstep: Class 16 contains 43585 members 
Mstep: Class 17 contains 37759 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634256.000000 Penalty: 49803.171875
Iteration 67Q: 16 clusters Score -7.463426e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 18427 members 
Mstep: Class 3 contains 19753 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 9 contains 18095 members 
Mstep: Class 11 contains 201198 members 
Mstep: Class 13 contains 243692 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 4010 members 
Mstep: Class 16 contains 43623 members 
Mstep: Class 17 contains 37332 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634328.000000 Penalty: 49803.171875
Iteration 68Q: 16 clusters Score -7.463433e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 18508 members 
Mstep: Class 3 contains 19739 members 
Mstep: Class 4 contains 1982 members 
Mstep: Class 5 contains 7645 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 9 contains 18009 members 
Mstep: Class 11 contains 200289 members 
Mstep: Class 13 contains 244945 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 4016 members 
Mstep: Class 16 contains 43663 members 
Mstep: Class 17 contains 36948 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634392.000000 Penalty: 49803.171875
Iteration 69Q: 16 clusters Score -7.463439e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 18579 members 
Mstep: Class 3 contains 19722 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 5 contains 7655 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 17960 members 
Mstep: Class 11 contains 199607 members 
Mstep: Class 13 contains 245941 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 4021 members 
Mstep: Class 16 contains 43688 members 
Mstep: Class 17 contains 36607 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634496.000000 Penalty: 49803.171875
Iteration 70Q: 16 clusters Score -7.46345e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 18649 members 
Mstep: Class 3 contains 19713 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 17926 members 
Mstep: Class 11 contains 199131 members 
Mstep: Class 13 contains 246688 members 
Mstep: Class 14 contains 2859 members 
Mstep: Class 15 contains 4026 members 
Mstep: Class 16 contains 43688 members 
Mstep: Class 17 contains 36262 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634440.000000 Penalty: 49803.171875
Iteration 71Q: 16 clusters Score -7.463444e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 18717 members 
Mstep: Class 3 contains 19693 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 7694 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 17902 members 
Mstep: Class 11 contains 198799 members 
Mstep: Class 13 contains 247257 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 4034 members 
Mstep: Class 16 contains 43692 members 
Mstep: Class 17 contains 35901 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634456.000000 Penalty: 49803.171875
Iteration 72Q: 16 clusters Score -7.463446e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 18790 members 
Mstep: Class 3 contains 19678 members 
Mstep: Class 4 contains 1915 members 
Mstep: Class 5 contains 7715 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 17889 members 
Mstep: Class 11 contains 198613 members 
Mstep: Class 13 contains 247685 members 
Mstep: Class 14 contains 2854 members 
Mstep: Class 15 contains 4035 members 
Mstep: Class 16 contains 43691 members 
Mstep: Class 17 contains 35539 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634840.000000 Penalty: 49803.171875
Iteration 73Q: 16 clusters Score -7.463484e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 18858 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 1896 members 
Mstep: Class 5 contains 7722 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 17883 members 
Mstep: Class 11 contains 198550 members 
Mstep: Class 13 contains 247959 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 43682 members 
Mstep: Class 17 contains 35195 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634936.000000 Penalty: 49803.171875
Iteration 74Q: 16 clusters Score -7.463494e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 18927 members 
Mstep: Class 3 contains 19688 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 7751 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 17885 members 
Mstep: Class 11 contains 198586 members 
Mstep: Class 13 contains 248095 members 
Mstep: Class 14 contains 2845 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 43672 members 
Mstep: Class 17 contains 34856 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634792.000000 Penalty: 49803.171875
Iteration 75Q: 16 clusters Score -7.463479e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 18996 members 
Mstep: Class 3 contains 19698 members 
Mstep: Class 4 contains 1863 members 
Mstep: Class 5 contains 7767 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 17914 members 
Mstep: Class 11 contains 198647 members 
Mstep: Class 13 contains 248150 members 
Mstep: Class 14 contains 2835 members 
Mstep: Class 15 contains 4045 members 
Mstep: Class 16 contains 43654 members 
Mstep: Class 17 contains 34540 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635080.000000 Penalty: 49803.171875
Iteration 76Q: 16 clusters Score -7.463508e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 19048 members 
Mstep: Class 3 contains 19700 members 
Mstep: Class 4 contains 1852 members 
Mstep: Class 5 contains 7796 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 17912 members 
Mstep: Class 11 contains 198826 members 
Mstep: Class 13 contains 248163 members 
Mstep: Class 14 contains 2829 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 43617 members 
Mstep: Class 17 contains 34253 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635152.000000 Penalty: 49803.171875
Iteration 77Q: 16 clusters Score -7.463515e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 19101 members 
Mstep: Class 3 contains 19699 members 
Mstep: Class 4 contains 1842 members 
Mstep: Class 5 contains 7807 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 9 contains 17938 members 
Mstep: Class 11 contains 199038 members 
Mstep: Class 13 contains 248122 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 43581 members 
Mstep: Class 17 contains 33965 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635376.000000 Penalty: 49803.171875
Iteration 78Q: 16 clusters Score -7.463538e+07 nChanged 1589
Entering ConstructFrom: 
Score: -74635376.000000 Penalty: 49803.171875
Entering ConstructFrom: 
Trying to split cluster 1 (28731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Entering Unmasked Estep 
Score: -3328773.750000 Penalty: 2545.901367
	Iteration 0F: 2 clusters Score -3328774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3308975.500000 Penalty: 5091.802734
	Iteration 0F: 3 clusters Score -3308976 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3315935.500000 Penalty: 5091.802734
	Iteration 1F: 3 clusters Score -3315936 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3316515.250000 Penalty: 5091.802734
	Iteration 2F: 3 clusters Score -3316515 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -3317177.250000 Penalty: 5091.802734
	Iteration 3F: 3 clusters Score -3317177 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3318093.000000 Penalty: 5091.802734
	Iteration 4F: 3 clusters Score -3318093 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3319440.000000 Penalty: 5091.802734
	Iteration 5F: 3 clusters Score -3319440 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -3321261.750000 Penalty: 5091.802734
	Iteration 6F: 3 clusters Score -3321262 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3323219.000000 Penalty: 5091.802734
	Iteration 7F: 3 clusters Score -3323219 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3324905.000000 Penalty: 5091.802734
	Iteration 8F: 3 clusters Score -3324905 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3325969.000000 Penalty: 5091.802734
	Iteration 9Q: 3 clusters Score -3325969 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3326504.250000 Penalty: 5091.802734
	Iteration 10Q: 3 clusters Score -3326504 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3326780.500000 Penalty: 5091.802734
	Iteration 11Q: 3 clusters Score -3326780 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3326945.000000 Penalty: 5091.802734
	Iteration 12Q: 3 clusters Score -3326945 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3327065.750000 Penalty: 5091.802734
	Iteration 13Q: 3 clusters Score -3327066 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3327139.750000 Penalty: 5091.802734
	Iteration 14Q: 3 clusters Score -3327140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3327193.000000 Penalty: 5091.802734
	Iteration 15Q: 3 clusters Score -3327193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3327220.250000 Penalty: 5091.802734
	Iteration 16Q: 3 clusters Score -3327220 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3327253.500000 Penalty: 5091.802734
	Iteration 17Q: 3 clusters Score -3327254 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3327298.500000 Penalty: 5091.802734
	Iteration 18Q: 3 clusters Score -3327298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3327352.250000 Penalty: 5091.802734
	Iteration 19Q: 3 clusters Score -3327352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3327386.750000 Penalty: 5091.802734
	Iteration 20F: 3 clusters Score -3327387 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3327417.000000 Penalty: 5091.802734
	Iteration 21Q: 3 clusters Score -3327417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3327444.250000 Penalty: 5091.802734
	Iteration 22Q: 3 clusters Score -3327444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3327453.250000 Penalty: 5091.802734
	Iteration 23Q: 3 clusters Score -3327453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3327472.250000 Penalty: 5091.802734
	Iteration 24Q: 3 clusters Score -3327472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3327497.250000 Penalty: 5091.802734
	Iteration 25Q: 3 clusters Score -3327497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3327521.000000 Penalty: 5091.802734
	Iteration 26Q: 3 clusters Score -3327521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3327554.000000 Penalty: 5091.802734
	Iteration 27Q: 3 clusters Score -3327554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3327586.500000 Penalty: 5091.802734
	Iteration 28Q: 3 clusters Score -3327586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3327616.500000 Penalty: 5091.802734
	Iteration 29Q: 3 clusters Score -3327616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3327633.000000 Penalty: 5091.802734
	Iteration 30Q: 3 clusters Score -3327633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3327652.000000 Penalty: 5091.802734
	Iteration 31Q: 3 clusters Score -3327652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3327668.000000 Penalty: 5091.802734
	Iteration 32Q: 3 clusters Score -3327668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3327689.750000 Penalty: 5091.802734
	Iteration 33Q: 3 clusters Score -3327690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3327699.250000 Penalty: 5091.802734
	Iteration 34Q: 3 clusters Score -3327699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3327715.250000 Penalty: 5091.802734
	Iteration 35Q: 3 clusters Score -3327715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3327724.500000 Penalty: 5091.802734
	Iteration 36Q: 3 clusters Score -3327724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3327730.750000 Penalty: 5091.802734
	Iteration 37Q: 3 clusters Score -3327731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3327739.500000 Penalty: 5091.802734
	Iteration 38Q: 3 clusters Score -3327740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3327740.750000 Penalty: 5091.802734
	Iteration 39Q: 3 clusters Score -3327741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3327749.750000 Penalty: 5091.802734
	Iteration 40F: 3 clusters Score -3327750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3327754.750000 Penalty: 5091.802734
	Iteration 41Q: 3 clusters Score -3327755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3327756.250000 Penalty: 5091.802734
	Iteration 42Q: 3 clusters Score -3327756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3327757.250000 Penalty: 5091.802734
	Iteration 43Q: 3 clusters Score -3327757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3327757.000000 Penalty: 5091.802734
	Iteration 44Q: 3 clusters Score -3327757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3327756.250000 Penalty: 5091.802734
	Iteration 45Q: 3 clusters Score -3327756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3327756.250000 Penalty: 5091.802734
	Iteration 46F: 3 clusters Score -3327756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Entering Unmasked Estep 
Score: -2248528.500000 Penalty: 2445.281250
	Iteration 0F: 2 clusters Score -2248528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2235024.250000 Penalty: 4890.562500
	Iteration 0F: 3 clusters Score -2235024 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2239444.250000 Penalty: 4890.562500
	Iteration 1F: 3 clusters Score -2239444 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2239981.750000 Penalty: 4890.562500
	Iteration 2F: 3 clusters Score -2239982 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2240517.750000 Penalty: 4890.562500
	Iteration 3F: 3 clusters Score -2240518 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2241087.750000 Penalty: 4890.562500
	Iteration 4F: 3 clusters Score -2241088 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2241741.000000 Penalty: 4890.562500
	Iteration 5F: 3 clusters Score -2241741 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2242497.250000 Penalty: 4890.562500
	Iteration 6F: 3 clusters Score -2242497 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2243400.750000 Penalty: 4890.562500
	Iteration 7F: 3 clusters Score -2243401 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2244468.250000 Penalty: 4890.562500
	Iteration 8F: 3 clusters Score -2244468 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2245443.000000 Penalty: 4890.562500
	Iteration 9F: 3 clusters Score -2245443 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2246062.250000 Penalty: 4890.562500
	Iteration 10Q: 3 clusters Score -2246062 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2246333.500000 Penalty: 4890.562500
	Iteration 11Q: 3 clusters Score -2246334 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2246438.750000 Penalty: 4890.562500
	Iteration 12Q: 3 clusters Score -2246439 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2246506.000000 Penalty: 4890.562500
	Iteration 13Q: 3 clusters Score -2246506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2246541.250000 Penalty: 4890.562500
	Iteration 14Q: 3 clusters Score -2246541 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2246569.750000 Penalty: 4890.562500
	Iteration 15Q: 3 clusters Score -2246570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2246598.750000 Penalty: 4890.562500
	Iteration 16Q: 3 clusters Score -2246599 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2246618.000000 Penalty: 4890.562500
	Iteration 17Q: 3 clusters Score -2246618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2246646.500000 Penalty: 4890.562500
	Iteration 18Q: 3 clusters Score -2246646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2246658.250000 Penalty: 4890.562500
	Iteration 19Q: 3 clusters Score -2246658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2246680.750000 Penalty: 4890.562500
	Iteration 20F: 3 clusters Score -2246681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2246690.250000 Penalty: 4890.562500
	Iteration 21Q: 3 clusters Score -2246690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2246706.000000 Penalty: 4890.562500
	Iteration 22Q: 3 clusters Score -2246706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2246710.000000 Penalty: 4890.562500
	Iteration 23Q: 3 clusters Score -2246710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2246719.500000 Penalty: 4890.562500
	Iteration 24Q: 3 clusters Score -2246720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2246729.000000 Penalty: 4890.562500
	Iteration 25Q: 3 clusters Score -2246729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2246737.000000 Penalty: 4890.562500
	Iteration 26Q: 3 clusters Score -2246737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2246748.000000 Penalty: 4890.562500
	Iteration 27Q: 3 clusters Score -2246748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2246753.000000 Penalty: 4890.562500
	Iteration 28Q: 3 clusters Score -2246753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2246759.500000 Penalty: 4890.562500
	Iteration 29Q: 3 clusters Score -2246760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2246763.250000 Penalty: 4890.562500
	Iteration 30Q: 3 clusters Score -2246763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2246774.750000 Penalty: 4890.562500
	Iteration 31Q: 3 clusters Score -2246775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2246780.250000 Penalty: 4890.562500
	Iteration 32Q: 3 clusters Score -2246780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2246784.000000 Penalty: 4890.562500
	Iteration 33Q: 3 clusters Score -2246784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2246796.250000 Penalty: 4890.562500
	Iteration 34Q: 3 clusters Score -2246796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2246787.250000 Penalty: 4890.562500
	Iteration 35Q: 3 clusters Score -2246787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2246797.750000 Penalty: 4890.562500
	Iteration 36Q: 3 clusters Score -2246798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2246794.750000 Penalty: 4890.562500
	Iteration 37Q: 3 clusters Score -2246795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2246805.000000 Penalty: 4890.562500
	Iteration 38Q: 3 clusters Score -2246805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2246808.500000 Penalty: 4890.562500
	Iteration 39Q: 3 clusters Score -2246808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2246812.250000 Penalty: 4890.562500
	Iteration 40F: 3 clusters Score -2246812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2246819.750000 Penalty: 4890.562500
	Iteration 41Q: 3 clusters Score -2246820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2246820.250000 Penalty: 4890.562500
	Iteration 42Q: 3 clusters Score -2246820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2246821.750000 Penalty: 4890.562500
	Iteration 43Q: 3 clusters Score -2246822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2246822.500000 Penalty: 4890.562500
	Iteration 44Q: 3 clusters Score -2246822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2246826.750000 Penalty: 4890.562500
	Iteration 45Q: 3 clusters Score -2246827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2246828.000000 Penalty: 4890.562500
	Iteration 46Q: 3 clusters Score -2246828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2246833.500000 Penalty: 4890.562500
	Iteration 47Q: 3 clusters Score -2246834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2246832.250000 Penalty: 4890.562500
	Iteration 48Q: 3 clusters Score -2246832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2246841.250000 Penalty: 4890.562500
	Iteration 49Q: 3 clusters Score -2246841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2246841.000000 Penalty: 4890.562500
	Iteration 50Q: 3 clusters Score -2246841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2246843.500000 Penalty: 4890.562500
	Iteration 51Q: 3 clusters Score -2246844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2246841.750000 Penalty: 4890.562500
	Iteration 52Q: 3 clusters Score -2246842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2246844.500000 Penalty: 4890.562500
	Iteration 53Q: 3 clusters Score -2246844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2246850.500000 Penalty: 4890.562500
	Iteration 54Q: 3 clusters Score -2246850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2246858.000000 Penalty: 4890.562500
	Iteration 55Q: 3 clusters Score -2246858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2246861.000000 Penalty: 4890.562500
	Iteration 56Q: 3 clusters Score -2246861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2246864.250000 Penalty: 4890.562500
	Iteration 57Q: 3 clusters Score -2246864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2246863.000000 Penalty: 4890.562500
	Iteration 58Q: 3 clusters Score -2246863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2246863.250000 Penalty: 4890.562500
	Iteration 59Q: 3 clusters Score -2246863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2246862.000000 Penalty: 4890.562500
	Iteration 60F: 3 clusters Score -2246862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2246862.750000 Penalty: 4890.562500
	Iteration 61Q: 3 clusters Score -2246863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2246859.500000 Penalty: 4890.562500
	Iteration 62Q: 3 clusters Score -2246860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2246862.750000 Penalty: 4890.562500
	Iteration 63Q: 3 clusters Score -2246863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2246861.250000 Penalty: 4890.562500
	Iteration 64Q: 3 clusters Score -2246861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2246863.000000 Penalty: 4890.562500
	Iteration 65Q: 3 clusters Score -2246863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2246865.500000 Penalty: 4890.562500
	Iteration 66Q: 3 clusters Score -2246866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2246865.250000 Penalty: 4890.562500
	Iteration 67Q: 3 clusters Score -2246865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2246869.000000 Penalty: 4890.562500
	Iteration 68Q: 3 clusters Score -2246869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2246867.250000 Penalty: 4890.562500
	Iteration 69Q: 3 clusters Score -2246867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2246867.750000 Penalty: 4890.562500
	Iteration 70Q: 3 clusters Score -2246868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2246867.750000 Penalty: 4890.562500
	Iteration 71F: 3 clusters Score -2246868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Entering Unmasked Estep 
Score: -2307185.750000 Penalty: 2452.341797
	Iteration 0F: 2 clusters Score -2307186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2293381.250000 Penalty: 4904.683594
	Iteration 0F: 3 clusters Score -2293381 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2298452.000000 Penalty: 4904.683594
	Iteration 1F: 3 clusters Score -2298452 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2299198.750000 Penalty: 4904.683594
	Iteration 2F: 3 clusters Score -2299199 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2299893.750000 Penalty: 4904.683594
	Iteration 3F: 3 clusters Score -2299894 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2300539.750000 Penalty: 4904.683594
	Iteration 4F: 3 clusters Score -2300540 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2301178.000000 Penalty: 4904.683594
	Iteration 5F: 3 clusters Score -2301178 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2301912.500000 Penalty: 4904.683594
	Iteration 6F: 3 clusters Score -2301912 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2302723.000000 Penalty: 4904.683594
	Iteration 7F: 3 clusters Score -2302723 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2303463.750000 Penalty: 4904.683594
	Iteration 8F: 3 clusters Score -2303464 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2303932.000000 Penalty: 4904.683594
	Iteration 9Q: 3 clusters Score -2303932 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2304177.750000 Penalty: 4904.683594
	Iteration 10Q: 3 clusters Score -2304178 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2304330.500000 Penalty: 4904.683594
	Iteration 11Q: 3 clusters Score -2304330 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2304442.000000 Penalty: 4904.683594
	Iteration 12Q: 3 clusters Score -2304442 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2304532.000000 Penalty: 4904.683594
	Iteration 13Q: 3 clusters Score -2304532 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2304613.500000 Penalty: 4904.683594
	Iteration 14Q: 3 clusters Score -2304614 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2304697.500000 Penalty: 4904.683594
	Iteration 15Q: 3 clusters Score -2304698 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2304770.750000 Penalty: 4904.683594
	Iteration 16Q: 3 clusters Score -2304771 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2304827.000000 Penalty: 4904.683594
	Iteration 17Q: 3 clusters Score -2304827 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2304874.500000 Penalty: 4904.683594
	Iteration 18Q: 3 clusters Score -2304874 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2304911.000000 Penalty: 4904.683594
	Iteration 19Q: 3 clusters Score -2304911 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2304962.500000 Penalty: 4904.683594
	Iteration 20F: 3 clusters Score -2304962 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2304996.500000 Penalty: 4904.683594
	Iteration 21Q: 3 clusters Score -2304996 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2305022.750000 Penalty: 4904.683594
	Iteration 22Q: 3 clusters Score -2305023 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2305048.750000 Penalty: 4904.683594
	Iteration 23Q: 3 clusters Score -2305049 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2305073.500000 Penalty: 4904.683594
	Iteration 24Q: 3 clusters Score -2305074 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2305092.750000 Penalty: 4904.683594
	Iteration 25Q: 3 clusters Score -2305093 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2305114.500000 Penalty: 4904.683594
	Iteration 26Q: 3 clusters Score -2305114 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2305147.000000 Penalty: 4904.683594
	Iteration 27Q: 3 clusters Score -2305147 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2305162.750000 Penalty: 4904.683594
	Iteration 28Q: 3 clusters Score -2305163 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2305181.000000 Penalty: 4904.683594
	Iteration 29Q: 3 clusters Score -2305181 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2305198.500000 Penalty: 4904.683594
	Iteration 30Q: 3 clusters Score -2305198 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2305234.000000 Penalty: 4904.683594
	Iteration 31Q: 3 clusters Score -2305234 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2305263.500000 Penalty: 4904.683594
	Iteration 32Q: 3 clusters Score -2305264 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2305287.250000 Penalty: 4904.683594
	Iteration 33Q: 3 clusters Score -2305287 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2305321.250000 Penalty: 4904.683594
	Iteration 34Q: 3 clusters Score -2305321 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2305341.250000 Penalty: 4904.683594
	Iteration 35Q: 3 clusters Score -2305341 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2305362.750000 Penalty: 4904.683594
	Iteration 36Q: 3 clusters Score -2305363 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2305395.500000 Penalty: 4904.683594
	Iteration 37Q: 3 clusters Score -2305396 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2305420.750000 Penalty: 4904.683594
	Iteration 38Q: 3 clusters Score -2305421 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2305433.750000 Penalty: 4904.683594
	Iteration 39Q: 3 clusters Score -2305434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2305447.500000 Penalty: 4904.683594
	Iteration 40F: 3 clusters Score -2305448 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2305473.000000 Penalty: 4904.683594
	Iteration 41Q: 3 clusters Score -2305473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2305483.750000 Penalty: 4904.683594
	Iteration 42Q: 3 clusters Score -2305484 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2305504.500000 Penalty: 4904.683594
	Iteration 43Q: 3 clusters Score -2305504 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2305511.500000 Penalty: 4904.683594
	Iteration 44Q: 3 clusters Score -2305512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2305527.750000 Penalty: 4904.683594
	Iteration 45Q: 3 clusters Score -2305528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2305550.500000 Penalty: 4904.683594
	Iteration 46Q: 3 clusters Score -2305550 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2305562.000000 Penalty: 4904.683594
	Iteration 47Q: 3 clusters Score -2305562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2305569.250000 Penalty: 4904.683594
	Iteration 48Q: 3 clusters Score -2305569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2305584.750000 Penalty: 4904.683594
	Iteration 49Q: 3 clusters Score -2305585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2305591.250000 Penalty: 4904.683594
	Iteration 50Q: 3 clusters Score -2305591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2305606.750000 Penalty: 4904.683594
	Iteration 51Q: 3 clusters Score -2305607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2305613.250000 Penalty: 4904.683594
	Iteration 52Q: 3 clusters Score -2305613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2305611.250000 Penalty: 4904.683594
	Iteration 53Q: 3 clusters Score -2305611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2305618.750000 Penalty: 4904.683594
	Iteration 54Q: 3 clusters Score -2305619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2305625.750000 Penalty: 4904.683594
	Iteration 55Q: 3 clusters Score -2305626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2305629.500000 Penalty: 4904.683594
	Iteration 56Q: 3 clusters Score -2305630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2305640.750000 Penalty: 4904.683594
	Iteration 57Q: 3 clusters Score -2305641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2305645.500000 Penalty: 4904.683594
	Iteration 58Q: 3 clusters Score -2305646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2305650.000000 Penalty: 4904.683594
	Iteration 59Q: 3 clusters Score -2305650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2305655.500000 Penalty: 4904.683594
	Iteration 60F: 3 clusters Score -2305656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2305661.000000 Penalty: 4904.683594
	Iteration 61Q: 3 clusters Score -2305661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2305663.750000 Penalty: 4904.683594
	Iteration 62Q: 3 clusters Score -2305664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2305661.500000 Penalty: 4904.683594
	Iteration 63Q: 3 clusters Score -2305662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2305660.750000 Penalty: 4904.683594
	Iteration 64Q: 3 clusters Score -2305661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2305663.000000 Penalty: 4904.683594
	Iteration 65Q: 3 clusters Score -2305663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2305668.500000 Penalty: 4904.683594
	Iteration 66Q: 3 clusters Score -2305668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2305664.750000 Penalty: 4904.683594
	Iteration 67Q: 3 clusters Score -2305665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2305670.000000 Penalty: 4904.683594
	Iteration 68Q: 3 clusters Score -2305670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2305674.250000 Penalty: 4904.683594
	Iteration 69Q: 3 clusters Score -2305674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2305670.750000 Penalty: 4904.683594
	Iteration 70Q: 3 clusters Score -2305671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2305673.250000 Penalty: 4904.683594
	Iteration 71Q: 3 clusters Score -2305673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2305672.250000 Penalty: 4904.683594
	Iteration 72Q: 3 clusters Score -2305672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2305671.250000 Penalty: 4904.683594
	Iteration 73Q: 3 clusters Score -2305671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2305674.250000 Penalty: 4904.683594
	Iteration 74Q: 3 clusters Score -2305674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2305677.250000 Penalty: 4904.683594
	Iteration 75Q: 3 clusters Score -2305677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2305677.500000 Penalty: 4904.683594
	Iteration 76Q: 3 clusters Score -2305678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2305676.500000 Penalty: 4904.683594
	Iteration 77Q: 3 clusters Score -2305676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2305676.000000 Penalty: 4904.683594
	Iteration 78Q: 3 clusters Score -2305676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2305677.500000 Penalty: 4904.683594
	Iteration 79Q: 3 clusters Score -2305678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2305677.500000 Penalty: 4904.683594
	Iteration 80F: 3 clusters Score -2305678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -200926.187500 Penalty: 1863.129150
	Iteration 0F: 2 clusters Score -200926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -198362.203125 Penalty: 3726.258301
	Iteration 0F: 3 clusters Score -198362.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -198831.718750 Penalty: 3726.258301
	Iteration 1F: 3 clusters Score -198831.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -198965.078125 Penalty: 3726.258301
	Iteration 2F: 3 clusters Score -198965.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -199072.328125 Penalty: 3726.258301
	Iteration 3Q: 3 clusters Score -199072.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -199187.031250 Penalty: 3726.258301
	Iteration 4Q: 3 clusters Score -199187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -199268.078125 Penalty: 3726.258301
	Iteration 5Q: 3 clusters Score -199268.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -199344.921875 Penalty: 3726.258301
	Iteration 6Q: 3 clusters Score -199344.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -199465.890625 Penalty: 3726.258301
	Iteration 7Q: 3 clusters Score -199465.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -199545.750000 Penalty: 3726.258301
	Iteration 8Q: 3 clusters Score -199545.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -199618.875000 Penalty: 3726.258301
	Iteration 9Q: 3 clusters Score -199618.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -199675.593750 Penalty: 3726.258301
	Iteration 10Q: 3 clusters Score -199675.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -199708.593750 Penalty: 3726.258301
	Iteration 11Q: 3 clusters Score -199708.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -199741.015625 Penalty: 3726.258301
	Iteration 12Q: 3 clusters Score -199741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -199782.750000 Penalty: 3726.258301
	Iteration 13Q: 3 clusters Score -199782.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -199811.437500 Penalty: 3726.258301
	Iteration 14Q: 3 clusters Score -199811.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -199841.312500 Penalty: 3726.258301
	Iteration 15Q: 3 clusters Score -199841.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -199863.078125 Penalty: 3726.258301
	Iteration 16Q: 3 clusters Score -199863.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -199879.437500 Penalty: 3726.258301
	Iteration 17Q: 3 clusters Score -199879.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -199896.046875 Penalty: 3726.258301
	Iteration 18Q: 3 clusters Score -199896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -199912.921875 Penalty: 3726.258301
	Iteration 19Q: 3 clusters Score -199912.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -199929.187500 Penalty: 3726.258301
	Iteration 20F: 3 clusters Score -199929.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -199943.437500 Penalty: 3726.258301
	Iteration 21Q: 3 clusters Score -199943.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -199960.968750 Penalty: 3726.258301
	Iteration 22Q: 3 clusters Score -199961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -199969.796875 Penalty: 3726.258301
	Iteration 23Q: 3 clusters Score -199969.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -199974.031250 Penalty: 3726.258301
	Iteration 24Q: 3 clusters Score -199974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -199979.187500 Penalty: 3726.258301
	Iteration 25Q: 3 clusters Score -199979.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -199991.015625 Penalty: 3726.258301
	Iteration 26Q: 3 clusters Score -199991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -200008.453125 Penalty: 3726.258301
	Iteration 27Q: 3 clusters Score -200008.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -200025.375000 Penalty: 3726.258301
	Iteration 28Q: 3 clusters Score -200025.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -200033.140625 Penalty: 3726.258301
	Iteration 29Q: 3 clusters Score -200033.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -200046.156250 Penalty: 3726.258301
	Iteration 30Q: 3 clusters Score -200046.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -200056.843750 Penalty: 3726.258301
	Iteration 31Q: 3 clusters Score -200056.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -200063.343750 Penalty: 3726.258301
	Iteration 32Q: 3 clusters Score -200063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -200069.984375 Penalty: 3726.258301
	Iteration 33Q: 3 clusters Score -200070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -200074.562500 Penalty: 3726.258301
	Iteration 34Q: 3 clusters Score -200074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -200076.453125 Penalty: 3726.258301
	Iteration 35Q: 3 clusters Score -200076.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -200077.437500 Penalty: 3726.258301
	Iteration 36Q: 3 clusters Score -200077.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -200077.437500 Penalty: 3726.258301
	Iteration 37F: 3 clusters Score -200077.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Entering Unmasked Estep 
Score: -929686.875000 Penalty: 2222.990723
	Iteration 0F: 2 clusters Score -929686.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -923350.250000 Penalty: 4445.981445
	Iteration 0F: 3 clusters Score -923350.2 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -925008.875000 Penalty: 4445.981445
	Iteration 1F: 3 clusters Score -925008.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -925271.687500 Penalty: 4445.981445
	Iteration 2F: 3 clusters Score -925271.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -925457.562500 Penalty: 4445.981445
	Iteration 3F: 3 clusters Score -925457.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -925586.312500 Penalty: 4445.981445
	Iteration 4Q: 3 clusters Score -925586.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -925671.437500 Penalty: 4445.981445
	Iteration 5Q: 3 clusters Score -925671.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -925755.187500 Penalty: 4445.981445
	Iteration 6Q: 3 clusters Score -925755.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -925830.125000 Penalty: 4445.981445
	Iteration 7Q: 3 clusters Score -925830.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -925908.937500 Penalty: 4445.981445
	Iteration 8Q: 3 clusters Score -925908.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -926003.187500 Penalty: 4445.981445
	Iteration 9Q: 3 clusters Score -926003.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -926107.625000 Penalty: 4445.981445
	Iteration 10Q: 3 clusters Score -926107.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -926232.625000 Penalty: 4445.981445
	Iteration 11Q: 3 clusters Score -926232.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -926391.562500 Penalty: 4445.981445
	Iteration 12Q: 3 clusters Score -926391.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -926558.312500 Penalty: 4445.981445
	Iteration 13Q: 3 clusters Score -926558.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -926731.875000 Penalty: 4445.981445
	Iteration 14Q: 3 clusters Score -926731.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -926916.125000 Penalty: 4445.981445
	Iteration 15Q: 3 clusters Score -926916.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -927071.500000 Penalty: 4445.981445
	Iteration 16Q: 3 clusters Score -927071.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -927188.375000 Penalty: 4445.981445
	Iteration 17Q: 3 clusters Score -927188.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -927288.500000 Penalty: 4445.981445
	Iteration 18Q: 3 clusters Score -927288.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -927352.875000 Penalty: 4445.981445
	Iteration 19Q: 3 clusters Score -927352.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -927400.000000 Penalty: 4445.981445
	Iteration 20F: 3 clusters Score -927400 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -927436.750000 Penalty: 4445.981445
	Iteration 21Q: 3 clusters Score -927436.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -927461.312500 Penalty: 4445.981445
	Iteration 22Q: 3 clusters Score -927461.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -927486.062500 Penalty: 4445.981445
	Iteration 23Q: 3 clusters Score -927486.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -927503.125000 Penalty: 4445.981445
	Iteration 24Q: 3 clusters Score -927503.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -927522.812500 Penalty: 4445.981445
	Iteration 25Q: 3 clusters Score -927522.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -927535.875000 Penalty: 4445.981445
	Iteration 26Q: 3 clusters Score -927535.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -927548.062500 Penalty: 4445.981445
	Iteration 27Q: 3 clusters Score -927548.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -927555.562500 Penalty: 4445.981445
	Iteration 28Q: 3 clusters Score -927555.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -927559.750000 Penalty: 4445.981445
	Iteration 29Q: 3 clusters Score -927559.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -927567.250000 Penalty: 4445.981445
	Iteration 30Q: 3 clusters Score -927567.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -927575.000000 Penalty: 4445.981445
	Iteration 31Q: 3 clusters Score -927575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -927579.750000 Penalty: 4445.981445
	Iteration 32Q: 3 clusters Score -927579.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -927579.062500 Penalty: 4445.981445
	Iteration 33Q: 3 clusters Score -927579.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -927583.500000 Penalty: 4445.981445
	Iteration 34Q: 3 clusters Score -927583.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -927584.937500 Penalty: 4445.981445
	Iteration 35Q: 3 clusters Score -927584.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -927589.312500 Penalty: 4445.981445
	Iteration 36Q: 3 clusters Score -927589.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -927590.562500 Penalty: 4445.981445
	Iteration 37Q: 3 clusters Score -927590.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -927591.812500 Penalty: 4445.981445
	Iteration 38Q: 3 clusters Score -927591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -927593.812500 Penalty: 4445.981445
	Iteration 39Q: 3 clusters Score -927593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -927594.000000 Penalty: 4445.981445
	Iteration 40F: 3 clusters Score -927594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -927595.625000 Penalty: 4445.981445
	Iteration 41Q: 3 clusters Score -927595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -927596.812500 Penalty: 4445.981445
	Iteration 42Q: 3 clusters Score -927596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -927599.625000 Penalty: 4445.981445
	Iteration 43Q: 3 clusters Score -927599.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -927599.437500 Penalty: 4445.981445
	Iteration 44Q: 3 clusters Score -927599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -927599.375000 Penalty: 4445.981445
	Iteration 45Q: 3 clusters Score -927599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -927600.250000 Penalty: 4445.981445
	Iteration 46Q: 3 clusters Score -927600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -927600.562500 Penalty: 4445.981445
	Iteration 47Q: 3 clusters Score -927600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -927599.687500 Penalty: 4445.981445
	Iteration 48Q: 3 clusters Score -927599.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -927601.125000 Penalty: 4445.981445
	Iteration 49Q: 3 clusters Score -927601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -927601.187500 Penalty: 4445.981445
	Iteration 50Q: 3 clusters Score -927601.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -927604.812500 Penalty: 4445.981445
	Iteration 51Q: 3 clusters Score -927604.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -927607.687500 Penalty: 4445.981445
	Iteration 52Q: 3 clusters Score -927607.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -927608.750000 Penalty: 4445.981445
	Iteration 53Q: 3 clusters Score -927608.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -927610.375000 Penalty: 4445.981445
	Iteration 54Q: 3 clusters Score -927610.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -927611.750000 Penalty: 4445.981445
	Iteration 55Q: 3 clusters Score -927611.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -927612.312500 Penalty: 4445.981445
	Iteration 56Q: 3 clusters Score -927612.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -927614.812500 Penalty: 4445.981445
	Iteration 57Q: 3 clusters Score -927614.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -927615.562500 Penalty: 4445.981445
	Iteration 58Q: 3 clusters Score -927615.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -927617.500000 Penalty: 4445.981445
	Iteration 59Q: 3 clusters Score -927617.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -927622.375000 Penalty: 4445.981445
	Iteration 60F: 3 clusters Score -927622.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -927625.437500 Penalty: 4445.981445
	Iteration 61Q: 3 clusters Score -927625.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -927626.625000 Penalty: 4445.981445
	Iteration 62Q: 3 clusters Score -927626.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -927626.125000 Penalty: 4445.981445
	Iteration 63Q: 3 clusters Score -927626.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -927628.062500 Penalty: 4445.981445
	Iteration 64Q: 3 clusters Score -927628.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -927629.750000 Penalty: 4445.981445
	Iteration 65Q: 3 clusters Score -927629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -927629.312500 Penalty: 4445.981445
	Iteration 66Q: 3 clusters Score -927629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -927632.625000 Penalty: 4445.981445
	Iteration 67Q: 3 clusters Score -927632.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -927634.125000 Penalty: 4445.981445
	Iteration 68Q: 3 clusters Score -927634.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -927634.437500 Penalty: 4445.981445
	Iteration 69Q: 3 clusters Score -927634.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -927635.000000 Penalty: 4445.981445
	Iteration 70Q: 3 clusters Score -927635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -927636.500000 Penalty: 4445.981445
	Iteration 71Q: 3 clusters Score -927636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -927636.687500 Penalty: 4445.981445
	Iteration 72Q: 3 clusters Score -927636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -927637.437500 Penalty: 4445.981445
	Iteration 73Q: 3 clusters Score -927637.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -927638.437500 Penalty: 4445.981445
	Iteration 74Q: 3 clusters Score -927638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -927638.437500 Penalty: 4445.981445
	Iteration 75F: 3 clusters Score -927638.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -136156.968750 Penalty: 1776.658813
	Iteration 0F: 2 clusters Score -136157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -134085.609375 Penalty: 3553.317627
	Iteration 0F: 3 clusters Score -134085.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -134485.750000 Penalty: 3553.317627
	Iteration 1F: 3 clusters Score -134485.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -134620.890625 Penalty: 3553.317627
	Iteration 2F: 3 clusters Score -134620.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -134708.500000 Penalty: 3553.317627
	Iteration 3Q: 3 clusters Score -134708.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -134773.703125 Penalty: 3553.317627
	Iteration 4Q: 3 clusters Score -134773.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -134803.515625 Penalty: 3553.317627
	Iteration 5Q: 3 clusters Score -134803.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -134830.000000 Penalty: 3553.317627
	Iteration 6Q: 3 clusters Score -134830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -134847.625000 Penalty: 3553.317627
	Iteration 7Q: 3 clusters Score -134847.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -134858.062500 Penalty: 3553.317627
	Iteration 8Q: 3 clusters Score -134858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -134862.140625 Penalty: 3553.317627
	Iteration 9Q: 3 clusters Score -134862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134867.812500 Penalty: 3553.317627
	Iteration 10Q: 3 clusters Score -134867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -134872.265625 Penalty: 3553.317627
	Iteration 11Q: 3 clusters Score -134872.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134875.937500 Penalty: 3553.317627
	Iteration 12Q: 3 clusters Score -134875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134878.000000 Penalty: 3553.317627
	Iteration 13Q: 3 clusters Score -134878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -134879.562500 Penalty: 3553.317627
	Iteration 14Q: 3 clusters Score -134879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -134881.046875 Penalty: 3553.317627
	Iteration 15Q: 3 clusters Score -134881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134883.890625 Penalty: 3553.317627
	Iteration 16Q: 3 clusters Score -134883.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134885.015625 Penalty: 3553.317627
	Iteration 17Q: 3 clusters Score -134885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134887.031250 Penalty: 3553.317627
	Iteration 18Q: 3 clusters Score -134887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -134889.250000 Penalty: 3553.317627
	Iteration 19Q: 3 clusters Score -134889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -134891.968750 Penalty: 3553.317627
	Iteration 20F: 3 clusters Score -134892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -134892.296875 Penalty: 3553.317627
	Iteration 21Q: 3 clusters Score -134892.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -134892.296875 Penalty: 3553.317627
	Iteration 22F: 3 clusters Score -134892.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Entering Unmasked Estep 
Score: -2137529.500000 Penalty: 2429.397461
	Iteration 0F: 2 clusters Score -2137530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2124846.000000 Penalty: 4858.794922
	Iteration 0F: 3 clusters Score -2124846 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2128989.250000 Penalty: 4858.794922
	Iteration 1F: 3 clusters Score -2128989 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2129363.500000 Penalty: 4858.794922
	Iteration 2F: 3 clusters Score -2129364 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2129653.000000 Penalty: 4858.794922
	Iteration 3Q: 3 clusters Score -2129653 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2129870.500000 Penalty: 4858.794922
	Iteration 4Q: 3 clusters Score -2129870 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2130091.750000 Penalty: 4858.794922
	Iteration 5Q: 3 clusters Score -2130092 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2130283.500000 Penalty: 4858.794922
	Iteration 6Q: 3 clusters Score -2130284 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2130495.500000 Penalty: 4858.794922
	Iteration 7Q: 3 clusters Score -2130496 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2130711.750000 Penalty: 4858.794922
	Iteration 8Q: 3 clusters Score -2130712 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2130984.750000 Penalty: 4858.794922
	Iteration 9Q: 3 clusters Score -2130985 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2131300.000000 Penalty: 4858.794922
	Iteration 10Q: 3 clusters Score -2131300 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2131668.000000 Penalty: 4858.794922
	Iteration 11Q: 3 clusters Score -2131668 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2132071.250000 Penalty: 4858.794922
	Iteration 12Q: 3 clusters Score -2132071 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2132501.000000 Penalty: 4858.794922
	Iteration 13Q: 3 clusters Score -2132501 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2132917.500000 Penalty: 4858.794922
	Iteration 14Q: 3 clusters Score -2132918 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2133261.750000 Penalty: 4858.794922
	Iteration 15Q: 3 clusters Score -2133262 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2133579.750000 Penalty: 4858.794922
	Iteration 16Q: 3 clusters Score -2133580 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2133883.000000 Penalty: 4858.794922
	Iteration 17Q: 3 clusters Score -2133883 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2134176.250000 Penalty: 4858.794922
	Iteration 18Q: 3 clusters Score -2134176 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2134435.500000 Penalty: 4858.794922
	Iteration 19Q: 3 clusters Score -2134436 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2134707.000000 Penalty: 4858.794922
	Iteration 20F: 3 clusters Score -2134707 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2135037.500000 Penalty: 4858.794922
	Iteration 21Q: 3 clusters Score -2135038 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2135400.000000 Penalty: 4858.794922
	Iteration 22Q: 3 clusters Score -2135400 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2135660.500000 Penalty: 4858.794922
	Iteration 23Q: 3 clusters Score -2135660 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2135820.250000 Penalty: 4858.794922
	Iteration 24Q: 3 clusters Score -2135820 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2135922.500000 Penalty: 4858.794922
	Iteration 25Q: 3 clusters Score -2135922 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2135982.500000 Penalty: 4858.794922
	Iteration 26Q: 3 clusters Score -2135982 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2136004.250000 Penalty: 4858.794922
	Iteration 27Q: 3 clusters Score -2136004 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2136020.500000 Penalty: 4858.794922
	Iteration 28Q: 3 clusters Score -2136020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2136029.750000 Penalty: 4858.794922
	Iteration 29Q: 3 clusters Score -2136030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2136043.500000 Penalty: 4858.794922
	Iteration 30Q: 3 clusters Score -2136044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2136056.500000 Penalty: 4858.794922
	Iteration 31Q: 3 clusters Score -2136056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2136071.250000 Penalty: 4858.794922
	Iteration 32Q: 3 clusters Score -2136071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2136072.500000 Penalty: 4858.794922
	Iteration 33Q: 3 clusters Score -2136072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2136079.750000 Penalty: 4858.794922
	Iteration 34Q: 3 clusters Score -2136080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2136089.250000 Penalty: 4858.794922
	Iteration 35Q: 3 clusters Score -2136089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2136096.500000 Penalty: 4858.794922
	Iteration 36Q: 3 clusters Score -2136096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2136107.000000 Penalty: 4858.794922
	Iteration 37Q: 3 clusters Score -2136107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2136113.000000 Penalty: 4858.794922
	Iteration 38Q: 3 clusters Score -2136113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2136111.000000 Penalty: 4858.794922
	Iteration 39Q: 3 clusters Score -2136111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2136123.750000 Penalty: 4858.794922
	Iteration 40F: 3 clusters Score -2136124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2136141.000000 Penalty: 4858.794922
	Iteration 41Q: 3 clusters Score -2136141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2136157.750000 Penalty: 4858.794922
	Iteration 42Q: 3 clusters Score -2136158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2136189.250000 Penalty: 4858.794922
	Iteration 43Q: 3 clusters Score -2136189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2136207.000000 Penalty: 4858.794922
	Iteration 44Q: 3 clusters Score -2136207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2136227.750000 Penalty: 4858.794922
	Iteration 45Q: 3 clusters Score -2136228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2136245.250000 Penalty: 4858.794922
	Iteration 46Q: 3 clusters Score -2136245 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2136263.500000 Penalty: 4858.794922
	Iteration 47Q: 3 clusters Score -2136264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2136277.750000 Penalty: 4858.794922
	Iteration 48Q: 3 clusters Score -2136278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2136287.000000 Penalty: 4858.794922
	Iteration 49Q: 3 clusters Score -2136287 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2136308.250000 Penalty: 4858.794922
	Iteration 50Q: 3 clusters Score -2136308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2136324.500000 Penalty: 4858.794922
	Iteration 51Q: 3 clusters Score -2136324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2136336.000000 Penalty: 4858.794922
	Iteration 52Q: 3 clusters Score -2136336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2136351.250000 Penalty: 4858.794922
	Iteration 53Q: 3 clusters Score -2136351 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2136366.750000 Penalty: 4858.794922
	Iteration 54Q: 3 clusters Score -2136367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2136384.750000 Penalty: 4858.794922
	Iteration 55Q: 3 clusters Score -2136385 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2136410.500000 Penalty: 4858.794922
	Iteration 56Q: 3 clusters Score -2136410 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2136430.750000 Penalty: 4858.794922
	Iteration 57Q: 3 clusters Score -2136431 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2136444.500000 Penalty: 4858.794922
	Iteration 58Q: 3 clusters Score -2136444 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2136456.000000 Penalty: 4858.794922
	Iteration 59Q: 3 clusters Score -2136456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2136478.000000 Penalty: 4858.794922
	Iteration 60F: 3 clusters Score -2136478 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2136507.750000 Penalty: 4858.794922
	Iteration 61Q: 3 clusters Score -2136508 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2136548.750000 Penalty: 4858.794922
	Iteration 62Q: 3 clusters Score -2136549 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2136586.750000 Penalty: 4858.794922
	Iteration 63Q: 3 clusters Score -2136587 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2136628.250000 Penalty: 4858.794922
	Iteration 64Q: 3 clusters Score -2136628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2136673.250000 Penalty: 4858.794922
	Iteration 65Q: 3 clusters Score -2136673 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2136719.500000 Penalty: 4858.794922
	Iteration 66Q: 3 clusters Score -2136720 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2136778.000000 Penalty: 4858.794922
	Iteration 67Q: 3 clusters Score -2136778 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2136825.000000 Penalty: 4858.794922
	Iteration 68Q: 3 clusters Score -2136825 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2136889.750000 Penalty: 4858.794922
	Iteration 69Q: 3 clusters Score -2136890 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2136966.750000 Penalty: 4858.794922
	Iteration 70Q: 3 clusters Score -2136967 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2137043.500000 Penalty: 4858.794922
	Iteration 71Q: 3 clusters Score -2137044 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2137121.500000 Penalty: 4858.794922
	Iteration 72Q: 3 clusters Score -2137122 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2137227.500000 Penalty: 4858.794922
	Iteration 73Q: 3 clusters Score -2137228 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2137330.250000 Penalty: 4858.794922
	Iteration 74Q: 3 clusters Score -2137330 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2137444.000000 Penalty: 4858.794922
	Iteration 75Q: 3 clusters Score -2137444 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2137554.250000 Penalty: 4858.794922
	Iteration 76Q: 3 clusters Score -2137554 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2137659.000000 Penalty: 4858.794922
	Iteration 77Q: 3 clusters Score -2137659 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2137755.250000 Penalty: 4858.794922
	Iteration 78Q: 3 clusters Score -2137755 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2137849.000000 Penalty: 4858.794922
	Iteration 79Q: 3 clusters Score -2137849 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2137952.000000 Penalty: 4858.794922
	Iteration 80F: 3 clusters Score -2137952 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2138025.750000 Penalty: 4858.794922
	Iteration 81Q: 3 clusters Score -2138026 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2138076.250000 Penalty: 4858.794922
	Iteration 82Q: 3 clusters Score -2138076 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2138117.250000 Penalty: 4858.794922
	Iteration 83Q: 3 clusters Score -2138117 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2138155.500000 Penalty: 4858.794922
	Iteration 84Q: 3 clusters Score -2138156 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2138181.250000 Penalty: 4858.794922
	Iteration 85Q: 3 clusters Score -2138181 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2138199.250000 Penalty: 4858.794922
	Iteration 86Q: 3 clusters Score -2138199 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2138205.000000 Penalty: 4858.794922
	Iteration 87Q: 3 clusters Score -2138205 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2138218.750000 Penalty: 4858.794922
	Iteration 88Q: 3 clusters Score -2138219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2138231.000000 Penalty: 4858.794922
	Iteration 89Q: 3 clusters Score -2138231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2138235.250000 Penalty: 4858.794922
	Iteration 90Q: 3 clusters Score -2138235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2138234.750000 Penalty: 4858.794922
	Iteration 91Q: 3 clusters Score -2138235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2138235.500000 Penalty: 4858.794922
	Iteration 92Q: 3 clusters Score -2138236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2138241.750000 Penalty: 4858.794922
	Iteration 93Q: 3 clusters Score -2138242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2138241.750000 Penalty: 4858.794922
	Iteration 94Q: 3 clusters Score -2138242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2138238.000000 Penalty: 4858.794922
	Iteration 95Q: 3 clusters Score -2138238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2138240.250000 Penalty: 4858.794922
	Iteration 96Q: 3 clusters Score -2138240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2138238.000000 Penalty: 4858.794922
	Iteration 97Q: 3 clusters Score -2138238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2138241.250000 Penalty: 4858.794922
	Iteration 98Q: 3 clusters Score -2138241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2138244.750000 Penalty: 4858.794922
	Iteration 99Q: 3 clusters Score -2138245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2138244.250000 Penalty: 4858.794922
	Iteration 100F: 3 clusters Score -2138244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2138245.750000 Penalty: 4858.794922
	Iteration 101Q: 3 clusters Score -2138246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2138242.500000 Penalty: 4858.794922
	Iteration 102Q: 3 clusters Score -2138242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2138245.000000 Penalty: 4858.794922
	Iteration 103Q: 3 clusters Score -2138245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2138245.000000 Penalty: 4858.794922
	Iteration 104F: 3 clusters Score -2138245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 19149 members 
Mstep: Class 3 contains 19702 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 7814 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 9638 members 
Mstep: Class 9 contains 8323 members 
Mstep: Class 11 contains 199287 members 
Mstep: Class 13 contains 248023 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 43550 members 
Mstep: Class 17 contains 33699 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23898 members 
Entering Unmasked Estep 
Score: -74635120.000000 Penalty: 53123.382812
Splitting cluster 9 changes total score from -74635376.000000 to -74635120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (199287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199287 members 
Entering Unmasked Estep 
Score: -23109222.000000 Penalty: 3026.220215
	Iteration 0F: 2 clusters Score -2.310922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
Score: -22981672.000000 Penalty: 6052.440430
	Iteration 0F: 3 clusters Score -2.298167e+07 nChanged 95932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100403 members 
Mstep: Class 2 contains 98884 members 
Entering Unmasked Estep 
Score: -23038954.000000 Penalty: 6052.440430
	Iteration 1F: 3 clusters Score -2.303895e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100427 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -23041184.000000 Penalty: 6052.440430
	Iteration 2Q: 3 clusters Score -2.304118e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100104 members 
Mstep: Class 2 contains 99183 members 
Entering Unmasked Estep 
Score: -23044410.000000 Penalty: 6052.440430
	Iteration 3Q: 3 clusters Score -2.304441e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99125 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -23048860.000000 Penalty: 6052.440430
	Iteration 4Q: 3 clusters Score -2.304886e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97218 members 
Mstep: Class 2 contains 102069 members 
Entering Unmasked Estep 
Score: -23054950.000000 Penalty: 6052.440430
	Iteration 5F: 3 clusters Score -2.305495e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94023 members 
Mstep: Class 2 contains 105264 members 
Entering Unmasked Estep 
Score: -23063028.000000 Penalty: 6052.440430
	Iteration 6F: 3 clusters Score -2.306303e+07 nChanged 13577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 109439 members 
Entering Unmasked Estep 
Score: -23072812.000000 Penalty: 6052.440430
	Iteration 7F: 3 clusters Score -2.307281e+07 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -23082262.000000 Penalty: 6052.440430
	Iteration 8F: 3 clusters Score -2.308226e+07 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -23088116.000000 Penalty: 6052.440430
	Iteration 9F: 3 clusters Score -2.308812e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 120582 members 
Entering Unmasked Estep 
Score: -23090558.000000 Penalty: 6052.440430
	Iteration 10Q: 3 clusters Score -2.309056e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 123539 members 
Entering Unmasked Estep 
Score: -23092308.000000 Penalty: 6052.440430
	Iteration 11Q: 3 clusters Score -2.309231e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 126537 members 
Entering Unmasked Estep 
Score: -23093598.000000 Penalty: 6052.440430
	Iteration 12Q: 3 clusters Score -2.30936e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 129732 members 
Entering Unmasked Estep 
Score: -23094812.000000 Penalty: 6052.440430
	Iteration 13Q: 3 clusters Score -2.309481e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 132884 members 
Entering Unmasked Estep 
Score: -23096120.000000 Penalty: 6052.440430
	Iteration 14Q: 3 clusters Score -2.309612e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 135879 members 
Entering Unmasked Estep 
Score: -23097536.000000 Penalty: 6052.440430
	Iteration 15Q: 3 clusters Score -2.309754e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 138866 members 
Entering Unmasked Estep 
Score: -23099164.000000 Penalty: 6052.440430
	Iteration 16Q: 3 clusters Score -2.309916e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 141628 members 
Entering Unmasked Estep 
Score: -23100406.000000 Penalty: 6052.440430
	Iteration 17Q: 3 clusters Score -2.310041e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 144245 members 
Entering Unmasked Estep 
Score: -23101474.000000 Penalty: 6052.440430
	Iteration 18Q: 3 clusters Score -2.310147e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 146608 members 
Entering Unmasked Estep 
Score: -23102208.000000 Penalty: 6052.440430
	Iteration 19Q: 3 clusters Score -2.310221e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 148846 members 
Entering Unmasked Estep 
Score: -23102870.000000 Penalty: 6052.440430
	Iteration 20F: 3 clusters Score -2.310287e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 150977 members 
Entering Unmasked Estep 
Score: -23103340.000000 Penalty: 6052.440430
	Iteration 21Q: 3 clusters Score -2.310334e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 152977 members 
Entering Unmasked Estep 
Score: -23103758.000000 Penalty: 6052.440430
	Iteration 22Q: 3 clusters Score -2.310376e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 154897 members 
Entering Unmasked Estep 
Score: -23103992.000000 Penalty: 6052.440430
	Iteration 23Q: 3 clusters Score -2.310399e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 156693 members 
Entering Unmasked Estep 
Score: -23104278.000000 Penalty: 6052.440430
	Iteration 24Q: 3 clusters Score -2.310428e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 158439 members 
Entering Unmasked Estep 
Score: -23104486.000000 Penalty: 6052.440430
	Iteration 25Q: 3 clusters Score -2.310449e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 160141 members 
Entering Unmasked Estep 
Score: -23104620.000000 Penalty: 6052.440430
	Iteration 26Q: 3 clusters Score -2.310462e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 161811 members 
Entering Unmasked Estep 
Score: -23104946.000000 Penalty: 6052.440430
	Iteration 27Q: 3 clusters Score -2.310495e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 163475 members 
Entering Unmasked Estep 
Score: -23105216.000000 Penalty: 6052.440430
	Iteration 28Q: 3 clusters Score -2.310522e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 165061 members 
Entering Unmasked Estep 
Score: -23105524.000000 Penalty: 6052.440430
	Iteration 29Q: 3 clusters Score -2.310552e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 166614 members 
Entering Unmasked Estep 
Score: -23105918.000000 Penalty: 6052.440430
	Iteration 30Q: 3 clusters Score -2.310592e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 168095 members 
Entering Unmasked Estep 
Score: -23106138.000000 Penalty: 6052.440430
	Iteration 31Q: 3 clusters Score -2.310614e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 169505 members 
Entering Unmasked Estep 
Score: -23106282.000000 Penalty: 6052.440430
	Iteration 32Q: 3 clusters Score -2.310628e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 170932 members 
Entering Unmasked Estep 
Score: -23106534.000000 Penalty: 6052.440430
	Iteration 33Q: 3 clusters Score -2.310653e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 172304 members 
Entering Unmasked Estep 
Score: -23106788.000000 Penalty: 6052.440430
	Iteration 34Q: 3 clusters Score -2.310679e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 173596 members 
Entering Unmasked Estep 
Score: -23107150.000000 Penalty: 6052.440430
	Iteration 35Q: 3 clusters Score -2.310715e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 174905 members 
Entering Unmasked Estep 
Score: -23107294.000000 Penalty: 6052.440430
	Iteration 36Q: 3 clusters Score -2.310729e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 176170 members 
Entering Unmasked Estep 
Score: -23107444.000000 Penalty: 6052.440430
	Iteration 37Q: 3 clusters Score -2.310744e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 177357 members 
Entering Unmasked Estep 
Score: -23107608.000000 Penalty: 6052.440430
	Iteration 38Q: 3 clusters Score -2.310761e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 178492 members 
Entering Unmasked Estep 
Score: -23107806.000000 Penalty: 6052.440430
	Iteration 39Q: 3 clusters Score -2.310781e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 179529 members 
Entering Unmasked Estep 
Score: -23107944.000000 Penalty: 6052.440430
	Iteration 40F: 3 clusters Score -2.310794e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 180515 members 
Entering Unmasked Estep 
Score: -23108080.000000 Penalty: 6052.440430
	Iteration 41Q: 3 clusters Score -2.310808e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 181443 members 
Entering Unmasked Estep 
Score: -23108158.000000 Penalty: 6052.440430
	Iteration 42Q: 3 clusters Score -2.310816e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 182312 members 
Entering Unmasked Estep 
Score: -23108312.000000 Penalty: 6052.440430
	Iteration 43Q: 3 clusters Score -2.310831e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 183096 members 
Entering Unmasked Estep 
Score: -23108254.000000 Penalty: 6052.440430
	Iteration 44Q: 3 clusters Score -2.310825e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 183837 members 
Entering Unmasked Estep 
Score: -23108318.000000 Penalty: 6052.440430
	Iteration 45Q: 3 clusters Score -2.310832e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 184571 members 
Entering Unmasked Estep 
Score: -23108296.000000 Penalty: 6052.440430
	Iteration 46Q: 3 clusters Score -2.31083e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 185297 members 
Entering Unmasked Estep 
Score: -23108368.000000 Penalty: 6052.440430
	Iteration 47Q: 3 clusters Score -2.310837e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 185959 members 
Entering Unmasked Estep 
Score: -23108382.000000 Penalty: 6052.440430
	Iteration 48Q: 3 clusters Score -2.310838e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 186567 members 
Entering Unmasked Estep 
Score: -23108448.000000 Penalty: 6052.440430
	Iteration 49Q: 3 clusters Score -2.310845e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 187143 members 
Entering Unmasked Estep 
Score: -23108462.000000 Penalty: 6052.440430
	Iteration 50Q: 3 clusters Score -2.310846e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 187704 members 
Entering Unmasked Estep 
Score: -23108378.000000 Penalty: 6052.440430
	Iteration 51Q: 3 clusters Score -2.310838e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 188209 members 
Entering Unmasked Estep 
Score: -23108382.000000 Penalty: 6052.440430
	Iteration 52Q: 3 clusters Score -2.310838e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 188683 members 
Entering Unmasked Estep 
Score: -23108342.000000 Penalty: 6052.440430
	Iteration 53Q: 3 clusters Score -2.310834e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 189117 members 
Entering Unmasked Estep 
Score: -23108358.000000 Penalty: 6052.440430
	Iteration 54Q: 3 clusters Score -2.310836e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 189518 members 
Entering Unmasked Estep 
Score: -23108394.000000 Penalty: 6052.440430
	Iteration 55Q: 3 clusters Score -2.310839e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 189886 members 
Entering Unmasked Estep 
Score: -23108386.000000 Penalty: 6052.440430
	Iteration 56Q: 3 clusters Score -2.310839e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 190233 members 
Entering Unmasked Estep 
Score: -23108418.000000 Penalty: 6052.440430
	Iteration 57Q: 3 clusters Score -2.310842e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 190567 members 
Entering Unmasked Estep 
Score: -23108394.000000 Penalty: 6052.440430
	Iteration 58Q: 3 clusters Score -2.310839e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 190869 members 
Entering Unmasked Estep 
Score: -23108398.000000 Penalty: 6052.440430
	Iteration 59Q: 3 clusters Score -2.31084e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 191141 members 
Entering Unmasked Estep 
Score: -23108432.000000 Penalty: 6052.440430
	Iteration 60F: 3 clusters Score -2.310843e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 191395 members 
Entering Unmasked Estep 
Score: -23108402.000000 Penalty: 6052.440430
	Iteration 61Q: 3 clusters Score -2.31084e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 191639 members 
Entering Unmasked Estep 
Score: -23108428.000000 Penalty: 6052.440430
	Iteration 62Q: 3 clusters Score -2.310843e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 191865 members 
Entering Unmasked Estep 
Score: -23108480.000000 Penalty: 6052.440430
	Iteration 63Q: 3 clusters Score -2.310848e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 192066 members 
Entering Unmasked Estep 
Score: -23108502.000000 Penalty: 6052.440430
	Iteration 64Q: 3 clusters Score -2.31085e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 192249 members 
Entering Unmasked Estep 
Score: -23108528.000000 Penalty: 6052.440430
	Iteration 65Q: 3 clusters Score -2.310853e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 192411 members 
Entering Unmasked Estep 
Score: -23108530.000000 Penalty: 6052.440430
	Iteration 66Q: 3 clusters Score -2.310853e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 192552 members 
Entering Unmasked Estep 
Score: -23108470.000000 Penalty: 6052.440430
	Iteration 67Q: 3 clusters Score -2.310847e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 192681 members 
Entering Unmasked Estep 
Score: -23108428.000000 Penalty: 6052.440430
	Iteration 68Q: 3 clusters Score -2.310843e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 192798 members 
Entering Unmasked Estep 
Score: -23108430.000000 Penalty: 6052.440430
	Iteration 69Q: 3 clusters Score -2.310843e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 192908 members 
Entering Unmasked Estep 
Score: -23108424.000000 Penalty: 6052.440430
	Iteration 70Q: 3 clusters Score -2.310842e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 193024 members 
Entering Unmasked Estep 
Score: -23108398.000000 Penalty: 6052.440430
	Iteration 71Q: 3 clusters Score -2.31084e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 193121 members 
Entering Unmasked Estep 
Score: -23108350.000000 Penalty: 6052.440430
	Iteration 72Q: 3 clusters Score -2.310835e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 193218 members 
Entering Unmasked Estep 
Score: -23108388.000000 Penalty: 6052.440430
	Iteration 73Q: 3 clusters Score -2.310839e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 193334 members 
Entering Unmasked Estep 
Score: -23108394.000000 Penalty: 6052.440430
	Iteration 74Q: 3 clusters Score -2.310839e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 193435 members 
Entering Unmasked Estep 
Score: -23108384.000000 Penalty: 6052.440430
	Iteration 75Q: 3 clusters Score -2.310838e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 193529 members 
Entering Unmasked Estep 
Score: -23108380.000000 Penalty: 6052.440430
	Iteration 76Q: 3 clusters Score -2.310838e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 193607 members 
Entering Unmasked Estep 
Score: -23108374.000000 Penalty: 6052.440430
	Iteration 77Q: 3 clusters Score -2.310837e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 193676 members 
Entering Unmasked Estep 
Score: -23108388.000000 Penalty: 6052.440430
	Iteration 78Q: 3 clusters Score -2.310839e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 193761 members 
Entering Unmasked Estep 
Score: -23108380.000000 Penalty: 6052.440430
	Iteration 79Q: 3 clusters Score -2.310838e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 193838 members 
Entering Unmasked Estep 
Score: -23108368.000000 Penalty: 6052.440430
	Iteration 80F: 3 clusters Score -2.310837e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 193901 members 
Entering Unmasked Estep 
Score: -23108376.000000 Penalty: 6052.440430
	Iteration 81Q: 3 clusters Score -2.310838e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 193952 members 
Entering Unmasked Estep 
Score: -23108360.000000 Penalty: 6052.440430
	Iteration 82Q: 3 clusters Score -2.310836e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 193995 members 
Entering Unmasked Estep 
Score: -23108336.000000 Penalty: 6052.440430
	Iteration 83Q: 3 clusters Score -2.310834e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 194039 members 
Entering Unmasked Estep 
Score: -23108336.000000 Penalty: 6052.440430
	Iteration 84Q: 3 clusters Score -2.310834e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 194087 members 
Entering Unmasked Estep 
Score: -23108360.000000 Penalty: 6052.440430
	Iteration 85Q: 3 clusters Score -2.310836e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 194140 members 
Entering Unmasked Estep 
Score: -23108378.000000 Penalty: 6052.440430
	Iteration 86Q: 3 clusters Score -2.310838e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 194188 members 
Entering Unmasked Estep 
Score: -23108396.000000 Penalty: 6052.440430
	Iteration 87Q: 3 clusters Score -2.31084e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 194233 members 
Entering Unmasked Estep 
Score: -23108364.000000 Penalty: 6052.440430
	Iteration 88Q: 3 clusters Score -2.310836e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 194278 members 
Entering Unmasked Estep 
Score: -23108358.000000 Penalty: 6052.440430
	Iteration 89Q: 3 clusters Score -2.310836e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 194314 members 
Entering Unmasked Estep 
Score: -23108374.000000 Penalty: 6052.440430
	Iteration 90Q: 3 clusters Score -2.310837e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 194346 members 
Entering Unmasked Estep 
Score: -23108360.000000 Penalty: 6052.440430
	Iteration 91Q: 3 clusters Score -2.310836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 194381 members 
Entering Unmasked Estep 
Score: -23108368.000000 Penalty: 6052.440430
	Iteration 92Q: 3 clusters Score -2.310837e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 194411 members 
Entering Unmasked Estep 
Score: -23108352.000000 Penalty: 6052.440430
	Iteration 93Q: 3 clusters Score -2.310835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 194433 members 
Entering Unmasked Estep 
Score: -23108352.000000 Penalty: 6052.440430
	Iteration 94Q: 3 clusters Score -2.310835e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 194457 members 
Entering Unmasked Estep 
Score: -23108324.000000 Penalty: 6052.440430
	Iteration 95Q: 3 clusters Score -2.310832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 194479 members 
Entering Unmasked Estep 
Score: -23108350.000000 Penalty: 6052.440430
	Iteration 96Q: 3 clusters Score -2.310835e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 194511 members 
Entering Unmasked Estep 
Score: -23108334.000000 Penalty: 6052.440430
	Iteration 97Q: 3 clusters Score -2.310833e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 194539 members 
Entering Unmasked Estep 
Score: -23108336.000000 Penalty: 6052.440430
	Iteration 98Q: 3 clusters Score -2.310834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 194558 members 
Entering Unmasked Estep 
Score: -23108330.000000 Penalty: 6052.440430
	Iteration 99Q: 3 clusters Score -2.310833e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 194575 members 
Entering Unmasked Estep 
Score: -23108352.000000 Penalty: 6052.440430
	Iteration 100F: 3 clusters Score -2.310835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 194598 members 
Entering Unmasked Estep 
Score: -23108352.000000 Penalty: 6052.440430
	Iteration 101Q: 3 clusters Score -2.310835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 194616 members 
Entering Unmasked Estep 
Score: -23108362.000000 Penalty: 6052.440430
	Iteration 102Q: 3 clusters Score -2.310836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 194632 members 
Entering Unmasked Estep 
Score: -23108360.000000 Penalty: 6052.440430
	Iteration 103Q: 3 clusters Score -2.310836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 194652 members 
Entering Unmasked Estep 
Score: -23108350.000000 Penalty: 6052.440430
	Iteration 104Q: 3 clusters Score -2.310835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 194674 members 
Entering Unmasked Estep 
Score: -23108390.000000 Penalty: 6052.440430
	Iteration 105Q: 3 clusters Score -2.310839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 194701 members 
Entering Unmasked Estep 
Score: -23108410.000000 Penalty: 6052.440430
	Iteration 106Q: 3 clusters Score -2.310841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 194725 members 
Entering Unmasked Estep 
Score: -23108392.000000 Penalty: 6052.440430
	Iteration 107Q: 3 clusters Score -2.310839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 194744 members 
Entering Unmasked Estep 
Score: -23108408.000000 Penalty: 6052.440430
	Iteration 108Q: 3 clusters Score -2.310841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 194764 members 
Entering Unmasked Estep 
Score: -23108382.000000 Penalty: 6052.440430
	Iteration 109Q: 3 clusters Score -2.310838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 194775 members 
Entering Unmasked Estep 
Score: -23108388.000000 Penalty: 6052.440430
	Iteration 110Q: 3 clusters Score -2.310839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 194784 members 
Entering Unmasked Estep 
Score: -23108374.000000 Penalty: 6052.440430
	Iteration 111Q: 3 clusters Score -2.310837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 194799 members 
Entering Unmasked Estep 
Score: -23108386.000000 Penalty: 6052.440430
	Iteration 112Q: 3 clusters Score -2.310839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 194814 members 
Entering Unmasked Estep 
Score: -23108378.000000 Penalty: 6052.440430
	Iteration 113Q: 3 clusters Score -2.310838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 194828 members 
Entering Unmasked Estep 
Score: -23108362.000000 Penalty: 6052.440430
	Iteration 114Q: 3 clusters Score -2.310836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 194838 members 
Entering Unmasked Estep 
Score: -23108364.000000 Penalty: 6052.440430
	Iteration 115Q: 3 clusters Score -2.310836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 194842 members 
Entering Unmasked Estep 
Score: -23108352.000000 Penalty: 6052.440430
	Iteration 116Q: 3 clusters Score -2.310835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 194844 members 
Entering Unmasked Estep 
Score: -23108374.000000 Penalty: 6052.440430
	Iteration 117Q: 3 clusters Score -2.310837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 194846 members 
Entering Unmasked Estep 
Score: -23108366.000000 Penalty: 6052.440430
	Iteration 118Q: 3 clusters Score -2.310837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 194848 members 
Entering Unmasked Estep 
Score: -23108362.000000 Penalty: 6052.440430
	Iteration 119Q: 3 clusters Score -2.310836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 194848 members 
Entering Unmasked Estep 
Score: -23108362.000000 Penalty: 6052.440430
	Iteration 120F: 3 clusters Score -2.310836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (248023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248023 members 
Entering Unmasked Estep 
Score: -28779096.000000 Penalty: 3080.476807
	Iteration 0F: 2 clusters Score -2.87791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123861 members 
Mstep: Class 2 contains 124162 members 
Entering Unmasked Estep 
Score: -28622922.000000 Penalty: 6160.953613
	Iteration 0F: 3 clusters Score -2.862292e+07 nChanged 119595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121406 members 
Mstep: Class 2 contains 126617 members 
Entering Unmasked Estep 
Score: -28693676.000000 Penalty: 6160.953613
	Iteration 1F: 3 clusters Score -2.869368e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119950 members 
Mstep: Class 2 contains 128073 members 
Entering Unmasked Estep 
Score: -28694986.000000 Penalty: 6160.953613
	Iteration 2Q: 3 clusters Score -2.869499e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117475 members 
Mstep: Class 2 contains 130548 members 
Entering Unmasked Estep 
Score: -28696812.000000 Penalty: 6160.953613
	Iteration 3Q: 3 clusters Score -2.869681e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113828 members 
Mstep: Class 2 contains 134195 members 
Entering Unmasked Estep 
Score: -28699722.000000 Penalty: 6160.953613
	Iteration 4Q: 3 clusters Score -2.869972e+07 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108528 members 
Mstep: Class 2 contains 139495 members 
Entering Unmasked Estep 
Score: -28705196.000000 Penalty: 6160.953613
	Iteration 5Q: 3 clusters Score -2.87052e+07 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101221 members 
Mstep: Class 2 contains 146802 members 
Entering Unmasked Estep 
Score: -28713502.000000 Penalty: 6160.953613
	Iteration 6F: 3 clusters Score -2.87135e+07 nChanged 15630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92989 members 
Mstep: Class 2 contains 155034 members 
Entering Unmasked Estep 
Score: -28725622.000000 Penalty: 6160.953613
	Iteration 7F: 3 clusters Score -2.872562e+07 nChanged 16432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -28738898.000000 Penalty: 6160.953613
	Iteration 8F: 3 clusters Score -2.87389e+07 nChanged 14241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 166689 members 
Entering Unmasked Estep 
Score: -28747538.000000 Penalty: 6160.953613
	Iteration 9F: 3 clusters Score -2.874754e+07 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 169767 members 
Entering Unmasked Estep 
Score: -28750836.000000 Penalty: 6160.953613
	Iteration 10Q: 3 clusters Score -2.875084e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 172290 members 
Entering Unmasked Estep 
Score: -28752114.000000 Penalty: 6160.953613
	Iteration 11Q: 3 clusters Score -2.875211e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 174707 members 
Entering Unmasked Estep 
Score: -28752818.000000 Penalty: 6160.953613
	Iteration 12Q: 3 clusters Score -2.875282e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 177093 members 
Entering Unmasked Estep 
Score: -28753386.000000 Penalty: 6160.953613
	Iteration 13Q: 3 clusters Score -2.875339e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 179235 members 
Entering Unmasked Estep 
Score: -28753928.000000 Penalty: 6160.953613
	Iteration 14Q: 3 clusters Score -2.875393e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 181301 members 
Entering Unmasked Estep 
Score: -28754360.000000 Penalty: 6160.953613
	Iteration 15Q: 3 clusters Score -2.875436e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 183323 members 
Entering Unmasked Estep 
Score: -28754808.000000 Penalty: 6160.953613
	Iteration 16Q: 3 clusters Score -2.875481e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 185326 members 
Entering Unmasked Estep 
Score: -28755252.000000 Penalty: 6160.953613
	Iteration 17Q: 3 clusters Score -2.875525e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 187259 members 
Entering Unmasked Estep 
Score: -28755382.000000 Penalty: 6160.953613
	Iteration 18Q: 3 clusters Score -2.875538e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 189120 members 
Entering Unmasked Estep 
Score: -28755876.000000 Penalty: 6160.953613
	Iteration 19Q: 3 clusters Score -2.875588e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 190942 members 
Entering Unmasked Estep 
Score: -28756482.000000 Penalty: 6160.953613
	Iteration 20F: 3 clusters Score -2.875648e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 192801 members 
Entering Unmasked Estep 
Score: -28756910.000000 Penalty: 6160.953613
	Iteration 21Q: 3 clusters Score -2.875691e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 194729 members 
Entering Unmasked Estep 
Score: -28757614.000000 Penalty: 6160.953613
	Iteration 22Q: 3 clusters Score -2.875761e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 196688 members 
Entering Unmasked Estep 
Score: -28758088.000000 Penalty: 6160.953613
	Iteration 23Q: 3 clusters Score -2.875809e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 198685 members 
Entering Unmasked Estep 
Score: -28758596.000000 Penalty: 6160.953613
	Iteration 24Q: 3 clusters Score -2.87586e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 200796 members 
Entering Unmasked Estep 
Score: -28759252.000000 Penalty: 6160.953613
	Iteration 25Q: 3 clusters Score -2.875925e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 202910 members 
Entering Unmasked Estep 
Score: -28759912.000000 Penalty: 6160.953613
	Iteration 26Q: 3 clusters Score -2.875991e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 204997 members 
Entering Unmasked Estep 
Score: -28760432.000000 Penalty: 6160.953613
	Iteration 27Q: 3 clusters Score -2.876043e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 207154 members 
Entering Unmasked Estep 
Score: -28760930.000000 Penalty: 6160.953613
	Iteration 28Q: 3 clusters Score -2.876093e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 209202 members 
Entering Unmasked Estep 
Score: -28761560.000000 Penalty: 6160.953613
	Iteration 29Q: 3 clusters Score -2.876156e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 211245 members 
Entering Unmasked Estep 
Score: -28762078.000000 Penalty: 6160.953613
	Iteration 30Q: 3 clusters Score -2.876208e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 213272 members 
Entering Unmasked Estep 
Score: -28762618.000000 Penalty: 6160.953613
	Iteration 31Q: 3 clusters Score -2.876262e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 215233 members 
Entering Unmasked Estep 
Score: -28763168.000000 Penalty: 6160.953613
	Iteration 32Q: 3 clusters Score -2.876317e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 217159 members 
Entering Unmasked Estep 
Score: -28763502.000000 Penalty: 6160.953613
	Iteration 33Q: 3 clusters Score -2.87635e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 218988 members 
Entering Unmasked Estep 
Score: -28763990.000000 Penalty: 6160.953613
	Iteration 34Q: 3 clusters Score -2.876399e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 220797 members 
Entering Unmasked Estep 
Score: -28764578.000000 Penalty: 6160.953613
	Iteration 35Q: 3 clusters Score -2.876458e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 222554 members 
Entering Unmasked Estep 
Score: -28765200.000000 Penalty: 6160.953613
	Iteration 36Q: 3 clusters Score -2.87652e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 224280 members 
Entering Unmasked Estep 
Score: -28765778.000000 Penalty: 6160.953613
	Iteration 37Q: 3 clusters Score -2.876578e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 225942 members 
Entering Unmasked Estep 
Score: -28766412.000000 Penalty: 6160.953613
	Iteration 38Q: 3 clusters Score -2.876641e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 227549 members 
Entering Unmasked Estep 
Score: -28767050.000000 Penalty: 6160.953613
	Iteration 39Q: 3 clusters Score -2.876705e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 229157 members 
Entering Unmasked Estep 
Score: -28767682.000000 Penalty: 6160.953613
	Iteration 40F: 3 clusters Score -2.876768e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 230627 members 
Entering Unmasked Estep 
Score: -28768246.000000 Penalty: 6160.953613
	Iteration 41Q: 3 clusters Score -2.876825e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 231966 members 
Entering Unmasked Estep 
Score: -28768814.000000 Penalty: 6160.953613
	Iteration 42Q: 3 clusters Score -2.876881e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 233217 members 
Entering Unmasked Estep 
Score: -28769316.000000 Penalty: 6160.953613
	Iteration 43Q: 3 clusters Score -2.876932e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 234454 members 
Entering Unmasked Estep 
Score: -28769826.000000 Penalty: 6160.953613
	Iteration 44Q: 3 clusters Score -2.876983e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 235628 members 
Entering Unmasked Estep 
Score: -28770302.000000 Penalty: 6160.953613
	Iteration 45Q: 3 clusters Score -2.87703e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 236729 members 
Entering Unmasked Estep 
Score: -28770716.000000 Penalty: 6160.953613
	Iteration 46Q: 3 clusters Score -2.877072e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 237725 members 
Entering Unmasked Estep 
Score: -28771296.000000 Penalty: 6160.953613
	Iteration 47Q: 3 clusters Score -2.87713e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 238660 members 
Entering Unmasked Estep 
Score: -28771666.000000 Penalty: 6160.953613
	Iteration 48Q: 3 clusters Score -2.877167e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 239544 members 
Entering Unmasked Estep 
Score: -28772172.000000 Penalty: 6160.953613
	Iteration 49Q: 3 clusters Score -2.877217e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 240341 members 
Entering Unmasked Estep 
Score: -28772726.000000 Penalty: 6160.953613
	Iteration 50Q: 3 clusters Score -2.877273e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 241070 members 
Entering Unmasked Estep 
Score: -28772910.000000 Penalty: 6160.953613
	Iteration 51Q: 3 clusters Score -2.877291e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 241704 members 
Entering Unmasked Estep 
Score: -28773258.000000 Penalty: 6160.953613
	Iteration 52Q: 3 clusters Score -2.877326e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 242258 members 
Entering Unmasked Estep 
Score: -28773576.000000 Penalty: 6160.953613
	Iteration 53Q: 3 clusters Score -2.877358e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 242711 members 
Entering Unmasked Estep 
Score: -28773828.000000 Penalty: 6160.953613
	Iteration 54Q: 3 clusters Score -2.877383e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 243144 members 
Entering Unmasked Estep 
Score: -28773972.000000 Penalty: 6160.953613
	Iteration 55Q: 3 clusters Score -2.877397e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 243526 members 
Entering Unmasked Estep 
Score: -28774172.000000 Penalty: 6160.953613
	Iteration 56Q: 3 clusters Score -2.877417e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 243883 members 
Entering Unmasked Estep 
Score: -28774408.000000 Penalty: 6160.953613
	Iteration 57Q: 3 clusters Score -2.877441e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 244203 members 
Entering Unmasked Estep 
Score: -28774532.000000 Penalty: 6160.953613
	Iteration 58Q: 3 clusters Score -2.877453e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 244499 members 
Entering Unmasked Estep 
Score: -28774740.000000 Penalty: 6160.953613
	Iteration 59Q: 3 clusters Score -2.877474e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 244777 members 
Entering Unmasked Estep 
Score: -28774892.000000 Penalty: 6160.953613
	Iteration 60F: 3 clusters Score -2.877489e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 245004 members 
Entering Unmasked Estep 
Score: -28775052.000000 Penalty: 6160.953613
	Iteration 61Q: 3 clusters Score -2.877505e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 245193 members 
Entering Unmasked Estep 
Score: -28775224.000000 Penalty: 6160.953613
	Iteration 62Q: 3 clusters Score -2.877522e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 245347 members 
Entering Unmasked Estep 
Score: -28775252.000000 Penalty: 6160.953613
	Iteration 63Q: 3 clusters Score -2.877525e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 245464 members 
Entering Unmasked Estep 
Score: -28775370.000000 Penalty: 6160.953613
	Iteration 64Q: 3 clusters Score -2.877537e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 245540 members 
Entering Unmasked Estep 
Score: -28775414.000000 Penalty: 6160.953613
	Iteration 65Q: 3 clusters Score -2.877541e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 245633 members 
Entering Unmasked Estep 
Score: -28775502.000000 Penalty: 6160.953613
	Iteration 66Q: 3 clusters Score -2.87755e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 245730 members 
Entering Unmasked Estep 
Score: -28775544.000000 Penalty: 6160.953613
	Iteration 67Q: 3 clusters Score -2.877554e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 245810 members 
Entering Unmasked Estep 
Score: -28775600.000000 Penalty: 6160.953613
	Iteration 68Q: 3 clusters Score -2.87756e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 245868 members 
Entering Unmasked Estep 
Score: -28775636.000000 Penalty: 6160.953613
	Iteration 69Q: 3 clusters Score -2.877564e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 245918 members 
Entering Unmasked Estep 
Score: -28775702.000000 Penalty: 6160.953613
	Iteration 70Q: 3 clusters Score -2.87757e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 245975 members 
Entering Unmasked Estep 
Score: -28775740.000000 Penalty: 6160.953613
	Iteration 71Q: 3 clusters Score -2.877574e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 246021 members 
Entering Unmasked Estep 
Score: -28775748.000000 Penalty: 6160.953613
	Iteration 72Q: 3 clusters Score -2.877575e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 246081 members 
Entering Unmasked Estep 
Score: -28775810.000000 Penalty: 6160.953613
	Iteration 73Q: 3 clusters Score -2.877581e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 246128 members 
Entering Unmasked Estep 
Score: -28775834.000000 Penalty: 6160.953613
	Iteration 74Q: 3 clusters Score -2.877583e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 246162 members 
Entering Unmasked Estep 
Score: -28775840.000000 Penalty: 6160.953613
	Iteration 75Q: 3 clusters Score -2.877584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 246200 members 
Entering Unmasked Estep 
Score: -28775870.000000 Penalty: 6160.953613
	Iteration 76Q: 3 clusters Score -2.877587e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 246227 members 
Entering Unmasked Estep 
Score: -28775876.000000 Penalty: 6160.953613
	Iteration 77Q: 3 clusters Score -2.877588e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 246254 members 
Entering Unmasked Estep 
Score: -28775932.000000 Penalty: 6160.953613
	Iteration 78Q: 3 clusters Score -2.877593e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 246275 members 
Entering Unmasked Estep 
Score: -28775934.000000 Penalty: 6160.953613
	Iteration 79Q: 3 clusters Score -2.877593e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 246289 members 
Entering Unmasked Estep 
Score: -28775946.000000 Penalty: 6160.953613
	Iteration 80F: 3 clusters Score -2.877595e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 246303 members 
Entering Unmasked Estep 
Score: -28775922.000000 Penalty: 6160.953613
	Iteration 81Q: 3 clusters Score -2.877592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 246325 members 
Entering Unmasked Estep 
Score: -28775952.000000 Penalty: 6160.953613
	Iteration 82Q: 3 clusters Score -2.877595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 246348 members 
Entering Unmasked Estep 
Score: -28775976.000000 Penalty: 6160.953613
	Iteration 83Q: 3 clusters Score -2.877598e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 246369 members 
Entering Unmasked Estep 
Score: -28775996.000000 Penalty: 6160.953613
	Iteration 84Q: 3 clusters Score -2.8776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 246384 members 
Entering Unmasked Estep 
Score: -28775988.000000 Penalty: 6160.953613
	Iteration 85Q: 3 clusters Score -2.877599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 246400 members 
Entering Unmasked Estep 
Score: -28775996.000000 Penalty: 6160.953613
	Iteration 86Q: 3 clusters Score -2.8776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 246416 members 
Entering Unmasked Estep 
Score: -28776000.000000 Penalty: 6160.953613
	Iteration 87Q: 3 clusters Score -2.8776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 246426 members 
Entering Unmasked Estep 
Score: -28776014.000000 Penalty: 6160.953613
	Iteration 88Q: 3 clusters Score -2.877601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 246436 members 
Entering Unmasked Estep 
Score: -28776022.000000 Penalty: 6160.953613
	Iteration 89Q: 3 clusters Score -2.877602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 246440 members 
Entering Unmasked Estep 
Score: -28776038.000000 Penalty: 6160.953613
	Iteration 90Q: 3 clusters Score -2.877604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 246445 members 
Entering Unmasked Estep 
Score: -28776044.000000 Penalty: 6160.953613
	Iteration 91Q: 3 clusters Score -2.877604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 246447 members 
Entering Unmasked Estep 
Score: -28776038.000000 Penalty: 6160.953613
	Iteration 92Q: 3 clusters Score -2.877604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 246453 members 
Entering Unmasked Estep 
Score: -28776058.000000 Penalty: 6160.953613
	Iteration 93Q: 3 clusters Score -2.877606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 246465 members 
Entering Unmasked Estep 
Score: -28776048.000000 Penalty: 6160.953613
	Iteration 94Q: 3 clusters Score -2.877605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 246467 members 
Entering Unmasked Estep 
Score: -28776052.000000 Penalty: 6160.953613
	Iteration 95Q: 3 clusters Score -2.877605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 246474 members 
Entering Unmasked Estep 
Score: -28776042.000000 Penalty: 6160.953613
	Iteration 96Q: 3 clusters Score -2.877604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 246480 members 
Entering Unmasked Estep 
Score: -28776060.000000 Penalty: 6160.953613
	Iteration 97Q: 3 clusters Score -2.877606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 246487 members 
Entering Unmasked Estep 
Score: -28776074.000000 Penalty: 6160.953613
	Iteration 98Q: 3 clusters Score -2.877607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 246498 members 
Entering Unmasked Estep 
Score: -28776084.000000 Penalty: 6160.953613
	Iteration 99Q: 3 clusters Score -2.877608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 246506 members 
Entering Unmasked Estep 
Score: -28776088.000000 Penalty: 6160.953613
	Iteration 100F: 3 clusters Score -2.877609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 246511 members 
Entering Unmasked Estep 
Score: -28776112.000000 Penalty: 6160.953613
	Iteration 101Q: 3 clusters Score -2.877611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 246513 members 
Entering Unmasked Estep 
Score: -28776100.000000 Penalty: 6160.953613
	Iteration 102Q: 3 clusters Score -2.87761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 246519 members 
Entering Unmasked Estep 
Score: -28776128.000000 Penalty: 6160.953613
	Iteration 103Q: 3 clusters Score -2.877613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 246523 members 
Entering Unmasked Estep 
Score: -28776122.000000 Penalty: 6160.953613
	Iteration 104Q: 3 clusters Score -2.877612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 246528 members 
Entering Unmasked Estep 
Score: -28776116.000000 Penalty: 6160.953613
	Iteration 105Q: 3 clusters Score -2.877612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 246530 members 
Entering Unmasked Estep 
Score: -28776120.000000 Penalty: 6160.953613
	Iteration 106Q: 3 clusters Score -2.877612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 246530 members 
Entering Unmasked Estep 
Score: -28776128.000000 Penalty: 6160.953613
	Iteration 107Q: 3 clusters Score -2.877613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 246530 members 
Entering Unmasked Estep 
Score: -28776120.000000 Penalty: 6160.953613
	Iteration 108Q: 3 clusters Score -2.877612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 246531 members 
Entering Unmasked Estep 
Score: -28776134.000000 Penalty: 6160.953613
	Iteration 109Q: 3 clusters Score -2.877613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 246531 members 
Entering Unmasked Estep 
Score: -28776134.000000 Penalty: 6160.953613
	Iteration 110F: 3 clusters Score -2.877613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -341266.125000 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -341266.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -338086.187500 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -338086.2 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -338718.656250 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -338718.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -338857.562500 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -338857.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -338915.875000 Penalty: 3940.468262
	Iteration 3Q: 3 clusters Score -338915.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -338953.843750 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -338953.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -338990.968750 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -338991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -339013.500000 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -339013.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -339031.656250 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -339031.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -339039.062500 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -339039.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -339047.312500 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -339047.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -339054.562500 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -339054.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -339059.937500 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -339059.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -339067.468750 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -339067.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -339072.718750 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -339072.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -339076.500000 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -339076.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -339081.250000 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -339081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -339083.937500 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -339083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -339086.468750 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -339086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -339087.437500 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -339087.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -339087.437500 Penalty: 3940.468262
	Iteration 19F: 3 clusters Score -339087.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -468366.125000 Penalty: 2059.269287
	Iteration 0F: 2 clusters Score -468366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -464420.781250 Penalty: 4118.538574
	Iteration 0F: 3 clusters Score -464420.8 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -465284.406250 Penalty: 4118.538574
	Iteration 1F: 3 clusters Score -465284.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -465469.875000 Penalty: 4118.538574
	Iteration 2F: 3 clusters Score -465469.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -465586.500000 Penalty: 4118.538574
	Iteration 3Q: 3 clusters Score -465586.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -465663.625000 Penalty: 4118.538574
	Iteration 4Q: 3 clusters Score -465663.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -465704.531250 Penalty: 4118.538574
	Iteration 5Q: 3 clusters Score -465704.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -465738.593750 Penalty: 4118.538574
	Iteration 6Q: 3 clusters Score -465738.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -465764.062500 Penalty: 4118.538574
	Iteration 7Q: 3 clusters Score -465764.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -465788.812500 Penalty: 4118.538574
	Iteration 8Q: 3 clusters Score -465788.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -465811.750000 Penalty: 4118.538574
	Iteration 9Q: 3 clusters Score -465811.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -465832.406250 Penalty: 4118.538574
	Iteration 10Q: 3 clusters Score -465832.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -465853.000000 Penalty: 4118.538574
	Iteration 11Q: 3 clusters Score -465853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -465866.687500 Penalty: 4118.538574
	Iteration 12Q: 3 clusters Score -465866.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -465883.281250 Penalty: 4118.538574
	Iteration 13Q: 3 clusters Score -465883.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -465900.000000 Penalty: 4118.538574
	Iteration 14Q: 3 clusters Score -465900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -465918.031250 Penalty: 4118.538574
	Iteration 15Q: 3 clusters Score -465918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -465934.281250 Penalty: 4118.538574
	Iteration 16Q: 3 clusters Score -465934.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -465949.093750 Penalty: 4118.538574
	Iteration 17Q: 3 clusters Score -465949.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -465965.281250 Penalty: 4118.538574
	Iteration 18Q: 3 clusters Score -465965.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -465977.000000 Penalty: 4118.538574
	Iteration 19Q: 3 clusters Score -465977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -465988.156250 Penalty: 4118.538574
	Iteration 20F: 3 clusters Score -465988.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -466004.781250 Penalty: 4118.538574
	Iteration 21Q: 3 clusters Score -466004.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -466020.343750 Penalty: 4118.538574
	Iteration 22Q: 3 clusters Score -466020.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -466037.562500 Penalty: 4118.538574
	Iteration 23Q: 3 clusters Score -466037.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -466047.437500 Penalty: 4118.538574
	Iteration 24Q: 3 clusters Score -466047.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -466056.562500 Penalty: 4118.538574
	Iteration 25Q: 3 clusters Score -466056.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -466069.343750 Penalty: 4118.538574
	Iteration 26Q: 3 clusters Score -466069.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -466081.343750 Penalty: 4118.538574
	Iteration 27Q: 3 clusters Score -466081.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -466091.718750 Penalty: 4118.538574
	Iteration 28Q: 3 clusters Score -466091.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -466101.812500 Penalty: 4118.538574
	Iteration 29Q: 3 clusters Score -466101.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -466110.593750 Penalty: 4118.538574
	Iteration 30Q: 3 clusters Score -466110.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -466118.812500 Penalty: 4118.538574
	Iteration 31Q: 3 clusters Score -466118.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -466129.000000 Penalty: 4118.538574
	Iteration 32Q: 3 clusters Score -466129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -466144.156250 Penalty: 4118.538574
	Iteration 33Q: 3 clusters Score -466144.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -466154.343750 Penalty: 4118.538574
	Iteration 34Q: 3 clusters Score -466154.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -466163.531250 Penalty: 4118.538574
	Iteration 35Q: 3 clusters Score -466163.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -466172.500000 Penalty: 4118.538574
	Iteration 36Q: 3 clusters Score -466172.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -466183.656250 Penalty: 4118.538574
	Iteration 37Q: 3 clusters Score -466183.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -466193.781250 Penalty: 4118.538574
	Iteration 38Q: 3 clusters Score -466193.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -466206.375000 Penalty: 4118.538574
	Iteration 39Q: 3 clusters Score -466206.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -466221.687500 Penalty: 4118.538574
	Iteration 40F: 3 clusters Score -466221.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -466237.593750 Penalty: 4118.538574
	Iteration 41Q: 3 clusters Score -466237.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -466252.281250 Penalty: 4118.538574
	Iteration 42Q: 3 clusters Score -466252.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -466265.593750 Penalty: 4118.538574
	Iteration 43Q: 3 clusters Score -466265.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -466277.000000 Penalty: 4118.538574
	Iteration 44Q: 3 clusters Score -466277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -466288.343750 Penalty: 4118.538574
	Iteration 45Q: 3 clusters Score -466288.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -466296.281250 Penalty: 4118.538574
	Iteration 46Q: 3 clusters Score -466296.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -466305.468750 Penalty: 4118.538574
	Iteration 47Q: 3 clusters Score -466305.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -466312.875000 Penalty: 4118.538574
	Iteration 48Q: 3 clusters Score -466312.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -466319.093750 Penalty: 4118.538574
	Iteration 49Q: 3 clusters Score -466319.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -466324.125000 Penalty: 4118.538574
	Iteration 50Q: 3 clusters Score -466324.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -466329.531250 Penalty: 4118.538574
	Iteration 51Q: 3 clusters Score -466329.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -466331.750000 Penalty: 4118.538574
	Iteration 52Q: 3 clusters Score -466331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -466334.343750 Penalty: 4118.538574
	Iteration 53Q: 3 clusters Score -466334.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -466338.968750 Penalty: 4118.538574
	Iteration 54Q: 3 clusters Score -466339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -466341.687500 Penalty: 4118.538574
	Iteration 55Q: 3 clusters Score -466341.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -466345.156250 Penalty: 4118.538574
	Iteration 56Q: 3 clusters Score -466345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -466345.281250 Penalty: 4118.538574
	Iteration 57Q: 3 clusters Score -466345.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -466345.812500 Penalty: 4118.538574
	Iteration 58Q: 3 clusters Score -466345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -466347.906250 Penalty: 4118.538574
	Iteration 59Q: 3 clusters Score -466347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -466348.750000 Penalty: 4118.538574
	Iteration 60F: 3 clusters Score -466348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -466349.343750 Penalty: 4118.538574
	Iteration 61Q: 3 clusters Score -466349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -466348.781250 Penalty: 4118.538574
	Iteration 62Q: 3 clusters Score -466348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -466348.781250 Penalty: 4118.538574
	Iteration 63F: 3 clusters Score -466348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Entering Unmasked Estep 
Score: -4940486.000000 Penalty: 2649.052979
	Iteration 0F: 2 clusters Score -4940486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -4911086.500000 Penalty: 5298.105957
	Iteration 0F: 3 clusters Score -4911086 nChanged 20093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4922094.000000 Penalty: 5298.105957
	Iteration 1F: 3 clusters Score -4922094 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -4922573.000000 Penalty: 5298.105957
	Iteration 2Q: 3 clusters Score -4922573 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4922998.500000 Penalty: 5298.105957
	Iteration 3Q: 3 clusters Score -4922998 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -4923382.000000 Penalty: 5298.105957
	Iteration 4Q: 3 clusters Score -4923382 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -4923766.000000 Penalty: 5298.105957
	Iteration 5Q: 3 clusters Score -4923766 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4924210.000000 Penalty: 5298.105957
	Iteration 6Q: 3 clusters Score -4924210 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -4924745.000000 Penalty: 5298.105957
	Iteration 7Q: 3 clusters Score -4924745 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -4925438.000000 Penalty: 5298.105957
	Iteration 8Q: 3 clusters Score -4925438 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -4926309.500000 Penalty: 5298.105957
	Iteration 9Q: 3 clusters Score -4926310 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -4927339.500000 Penalty: 5298.105957
	Iteration 10Q: 3 clusters Score -4927340 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -4928518.500000 Penalty: 5298.105957
	Iteration 11Q: 3 clusters Score -4928518 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4929671.000000 Penalty: 5298.105957
	Iteration 12Q: 3 clusters Score -4929671 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -4930793.500000 Penalty: 5298.105957
	Iteration 13Q: 3 clusters Score -4930794 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4931727.000000 Penalty: 5298.105957
	Iteration 14Q: 3 clusters Score -4931727 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4932484.500000 Penalty: 5298.105957
	Iteration 15Q: 3 clusters Score -4932484 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4933095.000000 Penalty: 5298.105957
	Iteration 16Q: 3 clusters Score -4933095 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -4933516.500000 Penalty: 5298.105957
	Iteration 17Q: 3 clusters Score -4933516 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -4933953.500000 Penalty: 5298.105957
	Iteration 18Q: 3 clusters Score -4933954 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4934311.500000 Penalty: 5298.105957
	Iteration 19Q: 3 clusters Score -4934312 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -4934640.000000 Penalty: 5298.105957
	Iteration 20F: 3 clusters Score -4934640 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -4934925.500000 Penalty: 5298.105957
	Iteration 21Q: 3 clusters Score -4934926 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -4935198.000000 Penalty: 5298.105957
	Iteration 22Q: 3 clusters Score -4935198 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -4935467.500000 Penalty: 5298.105957
	Iteration 23Q: 3 clusters Score -4935468 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4935694.000000 Penalty: 5298.105957
	Iteration 24Q: 3 clusters Score -4935694 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -4935930.000000 Penalty: 5298.105957
	Iteration 25Q: 3 clusters Score -4935930 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -4936165.000000 Penalty: 5298.105957
	Iteration 26Q: 3 clusters Score -4936165 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -4936400.000000 Penalty: 5298.105957
	Iteration 27Q: 3 clusters Score -4936400 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -4936587.500000 Penalty: 5298.105957
	Iteration 28Q: 3 clusters Score -4936588 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4936794.000000 Penalty: 5298.105957
	Iteration 29Q: 3 clusters Score -4936794 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -4936955.500000 Penalty: 5298.105957
	Iteration 30Q: 3 clusters Score -4936956 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -4937103.500000 Penalty: 5298.105957
	Iteration 31Q: 3 clusters Score -4937104 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4937247.500000 Penalty: 5298.105957
	Iteration 32Q: 3 clusters Score -4937248 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -4937360.000000 Penalty: 5298.105957
	Iteration 33Q: 3 clusters Score -4937360 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -4937442.500000 Penalty: 5298.105957
	Iteration 34Q: 3 clusters Score -4937442 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4937553.000000 Penalty: 5298.105957
	Iteration 35Q: 3 clusters Score -4937553 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -4937623.500000 Penalty: 5298.105957
	Iteration 36Q: 3 clusters Score -4937624 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4937708.000000 Penalty: 5298.105957
	Iteration 37Q: 3 clusters Score -4937708 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4937770.000000 Penalty: 5298.105957
	Iteration 38Q: 3 clusters Score -4937770 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -4937840.000000 Penalty: 5298.105957
	Iteration 39Q: 3 clusters Score -4937840 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4937889.500000 Penalty: 5298.105957
	Iteration 40F: 3 clusters Score -4937890 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4937945.000000 Penalty: 5298.105957
	Iteration 41Q: 3 clusters Score -4937945 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -4937972.500000 Penalty: 5298.105957
	Iteration 42Q: 3 clusters Score -4937972 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4937977.500000 Penalty: 5298.105957
	Iteration 43Q: 3 clusters Score -4937978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4937997.000000 Penalty: 5298.105957
	Iteration 44Q: 3 clusters Score -4937997 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4938043.500000 Penalty: 5298.105957
	Iteration 45Q: 3 clusters Score -4938044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4938068.500000 Penalty: 5298.105957
	Iteration 46Q: 3 clusters Score -4938068 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4938093.500000 Penalty: 5298.105957
	Iteration 47Q: 3 clusters Score -4938094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4938122.000000 Penalty: 5298.105957
	Iteration 48Q: 3 clusters Score -4938122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4938139.500000 Penalty: 5298.105957
	Iteration 49Q: 3 clusters Score -4938140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4938155.500000 Penalty: 5298.105957
	Iteration 50Q: 3 clusters Score -4938156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4938187.000000 Penalty: 5298.105957
	Iteration 51Q: 3 clusters Score -4938187 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4938205.500000 Penalty: 5298.105957
	Iteration 52Q: 3 clusters Score -4938206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4938211.500000 Penalty: 5298.105957
	Iteration 53Q: 3 clusters Score -4938212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4938211.000000 Penalty: 5298.105957
	Iteration 54Q: 3 clusters Score -4938211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4938228.500000 Penalty: 5298.105957
	Iteration 55Q: 3 clusters Score -4938228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4938236.500000 Penalty: 5298.105957
	Iteration 56Q: 3 clusters Score -4938236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4938253.500000 Penalty: 5298.105957
	Iteration 57Q: 3 clusters Score -4938254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4938261.000000 Penalty: 5298.105957
	Iteration 58Q: 3 clusters Score -4938261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4938269.500000 Penalty: 5298.105957
	Iteration 59Q: 3 clusters Score -4938270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4938280.000000 Penalty: 5298.105957
	Iteration 60F: 3 clusters Score -4938280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4938286.000000 Penalty: 5298.105957
	Iteration 61Q: 3 clusters Score -4938286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4938289.000000 Penalty: 5298.105957
	Iteration 62Q: 3 clusters Score -4938289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4938295.000000 Penalty: 5298.105957
	Iteration 63Q: 3 clusters Score -4938295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4938298.500000 Penalty: 5298.105957
	Iteration 64Q: 3 clusters Score -4938298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4938303.000000 Penalty: 5298.105957
	Iteration 65Q: 3 clusters Score -4938303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4938310.500000 Penalty: 5298.105957
	Iteration 66Q: 3 clusters Score -4938310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4938320.500000 Penalty: 5298.105957
	Iteration 67Q: 3 clusters Score -4938320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4938334.500000 Penalty: 5298.105957
	Iteration 68Q: 3 clusters Score -4938334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4938336.500000 Penalty: 5298.105957
	Iteration 69Q: 3 clusters Score -4938336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4938340.000000 Penalty: 5298.105957
	Iteration 70Q: 3 clusters Score -4938340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4938342.500000 Penalty: 5298.105957
	Iteration 71Q: 3 clusters Score -4938342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4938348.500000 Penalty: 5298.105957
	Iteration 72Q: 3 clusters Score -4938348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4938348.500000 Penalty: 5298.105957
	Iteration 73Q: 3 clusters Score -4938348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4938352.500000 Penalty: 5298.105957
	Iteration 74Q: 3 clusters Score -4938352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4938353.500000 Penalty: 5298.105957
	Iteration 75Q: 3 clusters Score -4938354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4938353.500000 Penalty: 5298.105957
	Iteration 76Q: 3 clusters Score -4938354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4938356.000000 Penalty: 5298.105957
	Iteration 77Q: 3 clusters Score -4938356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4938368.000000 Penalty: 5298.105957
	Iteration 78Q: 3 clusters Score -4938368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4938367.000000 Penalty: 5298.105957
	Iteration 79Q: 3 clusters Score -4938367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4938370.500000 Penalty: 5298.105957
	Iteration 80F: 3 clusters Score -4938370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4938366.500000 Penalty: 5298.105957
	Iteration 81Q: 3 clusters Score -4938366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4938368.000000 Penalty: 5298.105957
	Iteration 82Q: 3 clusters Score -4938368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4938366.500000 Penalty: 5298.105957
	Iteration 83Q: 3 clusters Score -4938366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4938364.000000 Penalty: 5298.105957
	Iteration 84Q: 3 clusters Score -4938364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4938364.000000 Penalty: 5298.105957
	Iteration 85F: 3 clusters Score -4938364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Entering Unmasked Estep 
Score: -3976754.250000 Penalty: 2585.455322
	Iteration 0F: 2 clusters Score -3976754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3953698.750000 Penalty: 5170.910645
	Iteration 0F: 3 clusters Score -3953699 nChanged 15358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3962067.250000 Penalty: 5170.910645
	Iteration 1F: 3 clusters Score -3962067 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -3962592.000000 Penalty: 5170.910645
	Iteration 2Q: 3 clusters Score -3962592 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -3963199.000000 Penalty: 5170.910645
	Iteration 3Q: 3 clusters Score -3963199 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3963918.000000 Penalty: 5170.910645
	Iteration 4Q: 3 clusters Score -3963918 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3964818.000000 Penalty: 5170.910645
	Iteration 5F: 3 clusters Score -3964818 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -3965910.500000 Penalty: 5170.910645
	Iteration 6F: 3 clusters Score -3965910 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3967229.250000 Penalty: 5170.910645
	Iteration 7F: 3 clusters Score -3967229 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3968867.500000 Penalty: 5170.910645
	Iteration 8F: 3 clusters Score -3968868 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3970787.500000 Penalty: 5170.910645
	Iteration 9F: 3 clusters Score -3970788 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3972375.750000 Penalty: 5170.910645
	Iteration 10F: 3 clusters Score -3972376 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3973111.750000 Penalty: 5170.910645
	Iteration 11Q: 3 clusters Score -3973112 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3973471.750000 Penalty: 5170.910645
	Iteration 12Q: 3 clusters Score -3973472 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3973668.000000 Penalty: 5170.910645
	Iteration 13Q: 3 clusters Score -3973668 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3973827.750000 Penalty: 5170.910645
	Iteration 14Q: 3 clusters Score -3973828 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3973941.750000 Penalty: 5170.910645
	Iteration 15Q: 3 clusters Score -3973942 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3974041.250000 Penalty: 5170.910645
	Iteration 16Q: 3 clusters Score -3974041 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3974130.750000 Penalty: 5170.910645
	Iteration 17Q: 3 clusters Score -3974131 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3974207.250000 Penalty: 5170.910645
	Iteration 18Q: 3 clusters Score -3974207 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3974258.000000 Penalty: 5170.910645
	Iteration 19Q: 3 clusters Score -3974258 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -3974314.500000 Penalty: 5170.910645
	Iteration 20F: 3 clusters Score -3974314 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -3974362.500000 Penalty: 5170.910645
	Iteration 21Q: 3 clusters Score -3974362 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3974410.750000 Penalty: 5170.910645
	Iteration 22Q: 3 clusters Score -3974411 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3974446.750000 Penalty: 5170.910645
	Iteration 23Q: 3 clusters Score -3974447 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3974484.500000 Penalty: 5170.910645
	Iteration 24Q: 3 clusters Score -3974484 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -3974509.750000 Penalty: 5170.910645
	Iteration 25Q: 3 clusters Score -3974510 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3974534.750000 Penalty: 5170.910645
	Iteration 26Q: 3 clusters Score -3974535 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3974541.750000 Penalty: 5170.910645
	Iteration 27Q: 3 clusters Score -3974542 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3974566.750000 Penalty: 5170.910645
	Iteration 28Q: 3 clusters Score -3974567 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3974613.000000 Penalty: 5170.910645
	Iteration 29Q: 3 clusters Score -3974613 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3974627.000000 Penalty: 5170.910645
	Iteration 30Q: 3 clusters Score -3974627 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3974651.750000 Penalty: 5170.910645
	Iteration 31Q: 3 clusters Score -3974652 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -3974678.750000 Penalty: 5170.910645
	Iteration 32Q: 3 clusters Score -3974679 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -3974692.000000 Penalty: 5170.910645
	Iteration 33Q: 3 clusters Score -3974692 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3974738.250000 Penalty: 5170.910645
	Iteration 34Q: 3 clusters Score -3974738 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3974765.000000 Penalty: 5170.910645
	Iteration 35Q: 3 clusters Score -3974765 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -3974790.500000 Penalty: 5170.910645
	Iteration 36Q: 3 clusters Score -3974790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3974800.500000 Penalty: 5170.910645
	Iteration 37Q: 3 clusters Score -3974800 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -3974831.500000 Penalty: 5170.910645
	Iteration 38Q: 3 clusters Score -3974832 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3974837.250000 Penalty: 5170.910645
	Iteration 39Q: 3 clusters Score -3974837 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3974859.750000 Penalty: 5170.910645
	Iteration 40F: 3 clusters Score -3974860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -3974867.500000 Penalty: 5170.910645
	Iteration 41Q: 3 clusters Score -3974868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -3974884.750000 Penalty: 5170.910645
	Iteration 42Q: 3 clusters Score -3974885 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3974901.500000 Penalty: 5170.910645
	Iteration 43Q: 3 clusters Score -3974902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -3974918.500000 Penalty: 5170.910645
	Iteration 44Q: 3 clusters Score -3974918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -3974933.250000 Penalty: 5170.910645
	Iteration 45Q: 3 clusters Score -3974933 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -3974953.250000 Penalty: 5170.910645
	Iteration 46Q: 3 clusters Score -3974953 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -3974966.000000 Penalty: 5170.910645
	Iteration 47Q: 3 clusters Score -3974966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -3974982.750000 Penalty: 5170.910645
	Iteration 48Q: 3 clusters Score -3974983 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -3974989.000000 Penalty: 5170.910645
	Iteration 49Q: 3 clusters Score -3974989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -3975003.750000 Penalty: 5170.910645
	Iteration 50Q: 3 clusters Score -3975004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -3975017.500000 Penalty: 5170.910645
	Iteration 51Q: 3 clusters Score -3975018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -3975016.750000 Penalty: 5170.910645
	Iteration 52Q: 3 clusters Score -3975017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -3975017.500000 Penalty: 5170.910645
	Iteration 53Q: 3 clusters Score -3975018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -3975037.500000 Penalty: 5170.910645
	Iteration 54Q: 3 clusters Score -3975038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -3975051.500000 Penalty: 5170.910645
	Iteration 55Q: 3 clusters Score -3975052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -3975053.750000 Penalty: 5170.910645
	Iteration 56Q: 3 clusters Score -3975054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -3975058.250000 Penalty: 5170.910645
	Iteration 57Q: 3 clusters Score -3975058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -3975068.500000 Penalty: 5170.910645
	Iteration 58Q: 3 clusters Score -3975068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -3975073.000000 Penalty: 5170.910645
	Iteration 59Q: 3 clusters Score -3975073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3975067.750000 Penalty: 5170.910645
	Iteration 60F: 3 clusters Score -3975068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -3975071.250000 Penalty: 5170.910645
	Iteration 61Q: 3 clusters Score -3975071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -3975078.750000 Penalty: 5170.910645
	Iteration 62Q: 3 clusters Score -3975079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -3975088.750000 Penalty: 5170.910645
	Iteration 63Q: 3 clusters Score -3975089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -3975087.750000 Penalty: 5170.910645
	Iteration 64Q: 3 clusters Score -3975088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -3975092.250000 Penalty: 5170.910645
	Iteration 65Q: 3 clusters Score -3975092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -3975098.250000 Penalty: 5170.910645
	Iteration 66Q: 3 clusters Score -3975098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -3975099.000000 Penalty: 5170.910645
	Iteration 67Q: 3 clusters Score -3975099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -3975099.000000 Penalty: 5170.910645
	Iteration 68Q: 3 clusters Score -3975099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -3975099.000000 Penalty: 5170.910645
	Iteration 69Q: 3 clusters Score -3975099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -3975100.000000 Penalty: 5170.910645
	Iteration 70Q: 3 clusters Score -3975100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -3975101.750000 Penalty: 5170.910645
	Iteration 71Q: 3 clusters Score -3975102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -3975106.250000 Penalty: 5170.910645
	Iteration 72Q: 3 clusters Score -3975106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3975099.000000 Penalty: 5170.910645
	Iteration 73Q: 3 clusters Score -3975099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -3975101.500000 Penalty: 5170.910645
	Iteration 74Q: 3 clusters Score -3975102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -3975101.750000 Penalty: 5170.910645
	Iteration 75Q: 3 clusters Score -3975102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -3975101.750000 Penalty: 5170.910645
	Iteration 76F: 3 clusters Score -3975102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -27964.753906 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -27964.75 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 173 members 
Entering Unmasked Estep 
Score: -26819.837891 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -26819.84 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26967.007812 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -26967.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26989.324219 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -26989.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27084.556641 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -27084.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27135.644531 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -27135.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27171.468750 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -27171.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27186.238281 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -27186.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27195.103516 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -27195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27203.435547 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -27203.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27203.435547 Penalty: 2820.739746
	Iteration 9F: 3 clusters Score -27203.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Entering Unmasked Estep 
Score: -2866619.250000 Penalty: 2500.224365
	Iteration 0F: 2 clusters Score -2866619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2850096.250000 Penalty: 5000.448730
	Iteration 0F: 3 clusters Score -2850096 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2855739.000000 Penalty: 5000.448730
	Iteration 1F: 3 clusters Score -2855739 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2856099.250000 Penalty: 5000.448730
	Iteration 2Q: 3 clusters Score -2856099 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2856470.500000 Penalty: 5000.448730
	Iteration 3Q: 3 clusters Score -2856470 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2856864.250000 Penalty: 5000.448730
	Iteration 4Q: 3 clusters Score -2856864 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2857355.500000 Penalty: 5000.448730
	Iteration 5Q: 3 clusters Score -2857356 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2857990.000000 Penalty: 5000.448730
	Iteration 6F: 3 clusters Score -2857990 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2858899.500000 Penalty: 5000.448730
	Iteration 7F: 3 clusters Score -2858900 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2860048.250000 Penalty: 5000.448730
	Iteration 8F: 3 clusters Score -2860048 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2861404.000000 Penalty: 5000.448730
	Iteration 9F: 3 clusters Score -2861404 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2862539.250000 Penalty: 5000.448730
	Iteration 10F: 3 clusters Score -2862539 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2863355.000000 Penalty: 5000.448730
	Iteration 11Q: 3 clusters Score -2863355 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2863815.500000 Penalty: 5000.448730
	Iteration 12Q: 3 clusters Score -2863816 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2864068.750000 Penalty: 5000.448730
	Iteration 13Q: 3 clusters Score -2864069 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2864218.250000 Penalty: 5000.448730
	Iteration 14Q: 3 clusters Score -2864218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2864273.000000 Penalty: 5000.448730
	Iteration 15Q: 3 clusters Score -2864273 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2864313.000000 Penalty: 5000.448730
	Iteration 16Q: 3 clusters Score -2864313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2864335.250000 Penalty: 5000.448730
	Iteration 17Q: 3 clusters Score -2864335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2864351.500000 Penalty: 5000.448730
	Iteration 18Q: 3 clusters Score -2864352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2864360.750000 Penalty: 5000.448730
	Iteration 19Q: 3 clusters Score -2864361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2864368.500000 Penalty: 5000.448730
	Iteration 20F: 3 clusters Score -2864368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2864375.750000 Penalty: 5000.448730
	Iteration 21Q: 3 clusters Score -2864376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2864388.250000 Penalty: 5000.448730
	Iteration 22Q: 3 clusters Score -2864388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2864393.250000 Penalty: 5000.448730
	Iteration 23Q: 3 clusters Score -2864393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2864406.000000 Penalty: 5000.448730
	Iteration 24Q: 3 clusters Score -2864406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2864409.250000 Penalty: 5000.448730
	Iteration 25Q: 3 clusters Score -2864409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2864414.000000 Penalty: 5000.448730
	Iteration 26Q: 3 clusters Score -2864414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2864423.000000 Penalty: 5000.448730
	Iteration 27Q: 3 clusters Score -2864423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2864431.000000 Penalty: 5000.448730
	Iteration 28Q: 3 clusters Score -2864431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2864437.000000 Penalty: 5000.448730
	Iteration 29Q: 3 clusters Score -2864437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2864439.750000 Penalty: 5000.448730
	Iteration 30Q: 3 clusters Score -2864440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2864440.750000 Penalty: 5000.448730
	Iteration 31Q: 3 clusters Score -2864441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2864440.500000 Penalty: 5000.448730
	Iteration 32Q: 3 clusters Score -2864440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2864440.500000 Penalty: 5000.448730
	Iteration 33F: 3 clusters Score -2864440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 19149 members 
Mstep: Class 3 contains 19702 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 7814 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 9 contains 17961 members 
Mstep: Class 11 contains 199287 members 
Mstep: Class 13 contains 248023 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 43550 members 
Mstep: Class 17 contains 33699 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635536.000000 Penalty: 49803.171875
Iteration 79Q: 16 clusters Score -7.463554e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 19193 members 
Mstep: Class 3 contains 19695 members 
Mstep: Class 4 contains 1822 members 
Mstep: Class 5 contains 7830 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 9 contains 17981 members 
Mstep: Class 11 contains 199572 members 
Mstep: Class 13 contains 247868 members 
Mstep: Class 14 contains 2813 members 
Mstep: Class 15 contains 4037 members 
Mstep: Class 16 contains 43518 members 
Mstep: Class 17 contains 33463 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 23982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635744.000000 Penalty: 49803.171875
Iteration 80F: 16 clusters Score -7.463574e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 19222 members 
Mstep: Class 3 contains 19694 members 
Mstep: Class 4 contains 1840 members 
Mstep: Class 5 contains 7829 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 9 contains 18003 members 
Mstep: Class 11 contains 199848 members 
Mstep: Class 13 contains 247681 members 
Mstep: Class 14 contains 2814 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 43500 members 
Mstep: Class 17 contains 33231 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 24097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635688.000000 Penalty: 49803.171875
Iteration 81Q: 16 clusters Score -7.463569e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 19243 members 
Mstep: Class 3 contains 19697 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 7836 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 9 contains 18046 members 
Mstep: Class 11 contains 200069 members 
Mstep: Class 13 contains 247496 members 
Mstep: Class 14 contains 2813 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 43487 members 
Mstep: Class 17 contains 33018 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 24231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635568.000000 Penalty: 49803.171875
Iteration 82Q: 16 clusters Score -7.463557e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 19273 members 
Mstep: Class 3 contains 19693 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 9 contains 18090 members 
Mstep: Class 11 contains 200218 members 
Mstep: Class 13 contains 247383 members 
Mstep: Class 14 contains 2812 members 
Mstep: Class 15 contains 4035 members 
Mstep: Class 16 contains 43478 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 24370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635696.000000 Penalty: 49803.171875
Iteration 83Q: 16 clusters Score -7.46357e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 19298 members 
Mstep: Class 3 contains 19690 members 
Mstep: Class 4 contains 1821 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 9 contains 18121 members 
Mstep: Class 11 contains 200358 members 
Mstep: Class 13 contains 247313 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 4035 members 
Mstep: Class 16 contains 43471 members 
Mstep: Class 17 contains 32575 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 24501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635528.000000 Penalty: 49803.171875
Iteration 84Q: 16 clusters Score -7.463553e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 19321 members 
Mstep: Class 3 contains 19689 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 7848 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 9 contains 18134 members 
Mstep: Class 11 contains 200458 members 
Mstep: Class 13 contains 247275 members 
Mstep: Class 14 contains 2809 members 
Mstep: Class 15 contains 4035 members 
Mstep: Class 16 contains 43466 members 
Mstep: Class 17 contains 32339 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 24664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635720.000000 Penalty: 49803.171875
Iteration 85Q: 16 clusters Score -7.463572e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 19337 members 
Mstep: Class 3 contains 19687 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 9 contains 18147 members 
Mstep: Class 11 contains 200523 members 
Mstep: Class 13 contains 247247 members 
Mstep: Class 14 contains 2811 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 16 contains 43457 members 
Mstep: Class 17 contains 32118 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 24839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635528.000000 Penalty: 49803.171875
Iteration 86Q: 16 clusters Score -7.463553e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 19354 members 
Mstep: Class 3 contains 19687 members 
Mstep: Class 4 contains 1785 members 
Mstep: Class 5 contains 7859 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 9 contains 18164 members 
Mstep: Class 11 contains 200596 members 
Mstep: Class 13 contains 247195 members 
Mstep: Class 14 contains 2807 members 
Mstep: Class 15 contains 4034 members 
Mstep: Class 16 contains 43447 members 
Mstep: Class 17 contains 31899 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 25013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635576.000000 Penalty: 49803.171875
Iteration 87Q: 16 clusters Score -7.463558e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 19375 members 
Mstep: Class 3 contains 19688 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 5 contains 7861 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 9 contains 18187 members 
Mstep: Class 11 contains 200669 members 
Mstep: Class 13 contains 247164 members 
Mstep: Class 14 contains 2804 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 16 contains 43420 members 
Mstep: Class 17 contains 31697 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 25165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635544.000000 Penalty: 49803.171875
Iteration 88Q: 16 clusters Score -7.463554e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 19406 members 
Mstep: Class 3 contains 19689 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 7870 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 9 contains 18186 members 
Mstep: Class 11 contains 200727 members 
Mstep: Class 13 contains 247150 members 
Mstep: Class 14 contains 2798 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 16 contains 43398 members 
Mstep: Class 17 contains 31485 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 25334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635648.000000 Penalty: 49803.171875
Iteration 89Q: 16 clusters Score -7.463565e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 19433 members 
Mstep: Class 3 contains 19685 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 9 contains 18207 members 
Mstep: Class 11 contains 200801 members 
Mstep: Class 13 contains 247127 members 
Mstep: Class 14 contains 2792 members 
Mstep: Class 15 contains 4031 members 
Mstep: Class 16 contains 43386 members 
Mstep: Class 17 contains 31265 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 25470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635728.000000 Penalty: 49803.171875
Iteration 90Q: 16 clusters Score -7.463573e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 19461 members 
Mstep: Class 3 contains 19667 members 
Mstep: Class 4 contains 1747 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 9 contains 18221 members 
Mstep: Class 11 contains 200839 members 
Mstep: Class 13 contains 247147 members 
Mstep: Class 14 contains 2784 members 
Mstep: Class 15 contains 4032 members 
Mstep: Class 16 contains 43366 members 
Mstep: Class 17 contains 31075 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 25608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635632.000000 Penalty: 49803.171875
Iteration 91Q: 16 clusters Score -7.463563e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 19487 members 
Mstep: Class 3 contains 19664 members 
Mstep: Class 4 contains 1741 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 9 contains 18237 members 
Mstep: Class 11 contains 200809 members 
Mstep: Class 13 contains 247215 members 
Mstep: Class 14 contains 2773 members 
Mstep: Class 15 contains 4030 members 
Mstep: Class 16 contains 43350 members 
Mstep: Class 17 contains 30887 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 25752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635352.000000 Penalty: 49803.171875
Iteration 92Q: 16 clusters Score -7.463535e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 19500 members 
Mstep: Class 3 contains 19663 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 7907 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 9 contains 18250 members 
Mstep: Class 11 contains 200802 members 
Mstep: Class 13 contains 247266 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 4030 members 
Mstep: Class 16 contains 43325 members 
Mstep: Class 17 contains 30670 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 25917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635504.000000 Penalty: 49803.171875
Iteration 93Q: 16 clusters Score -7.46355e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 19516 members 
Mstep: Class 3 contains 19663 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 7925 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 9 contains 18280 members 
Mstep: Class 11 contains 200767 members 
Mstep: Class 13 contains 247300 members 
Mstep: Class 14 contains 2767 members 
Mstep: Class 15 contains 4025 members 
Mstep: Class 16 contains 43316 members 
Mstep: Class 17 contains 30452 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 26098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635736.000000 Penalty: 49803.171875
Iteration 94Q: 16 clusters Score -7.463574e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 19529 members 
Mstep: Class 3 contains 19655 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 7929 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 9 contains 18303 members 
Mstep: Class 11 contains 200753 members 
Mstep: Class 13 contains 247357 members 
Mstep: Class 14 contains 2763 members 
Mstep: Class 15 contains 4024 members 
Mstep: Class 16 contains 43304 members 
Mstep: Class 17 contains 30234 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 26258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635688.000000 Penalty: 49803.171875
Iteration 95Q: 16 clusters Score -7.463569e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 19545 members 
Mstep: Class 3 contains 19645 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 7940 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 9 contains 18323 members 
Mstep: Class 11 contains 200780 members 
Mstep: Class 13 contains 247387 members 
Mstep: Class 14 contains 2754 members 
Mstep: Class 15 contains 4022 members 
Mstep: Class 16 contains 43293 members 
Mstep: Class 17 contains 29997 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 26425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635688.000000 Penalty: 49803.171875
Iteration 96Q: 16 clusters Score -7.463569e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 19549 members 
Mstep: Class 3 contains 19658 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 7944 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 9 contains 18343 members 
Mstep: Class 11 contains 200772 members 
Mstep: Class 13 contains 247426 members 
Mstep: Class 14 contains 2750 members 
Mstep: Class 15 contains 4022 members 
Mstep: Class 16 contains 43280 members 
Mstep: Class 17 contains 29801 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 26569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635544.000000 Penalty: 49803.171875
Iteration 97Q: 16 clusters Score -7.463554e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 19558 members 
Mstep: Class 3 contains 19667 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 7949 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 9 contains 18339 members 
Mstep: Class 11 contains 200763 members 
Mstep: Class 13 contains 247479 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 43265 members 
Mstep: Class 17 contains 29604 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 26728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635720.000000 Penalty: 49803.171875
Iteration 98Q: 16 clusters Score -7.463572e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 19570 members 
Mstep: Class 3 contains 19669 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 7961 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 9 contains 18344 members 
Mstep: Class 11 contains 200732 members 
Mstep: Class 13 contains 247525 members 
Mstep: Class 14 contains 2743 members 
Mstep: Class 15 contains 4018 members 
Mstep: Class 16 contains 43257 members 
Mstep: Class 17 contains 29415 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 26886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635776.000000 Penalty: 49803.171875
Iteration 99Q: 16 clusters Score -7.463578e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 19582 members 
Mstep: Class 3 contains 19671 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 7971 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 9 contains 18356 members 
Mstep: Class 11 contains 200683 members 
Mstep: Class 13 contains 247575 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 43245 members 
Mstep: Class 17 contains 29234 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 27051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635632.000000 Penalty: 49803.171875
Iteration 100F: 16 clusters Score -7.463563e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 19601 members 
Mstep: Class 3 contains 19664 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 7980 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 9 contains 18376 members 
Mstep: Class 11 contains 200611 members 
Mstep: Class 13 contains 247638 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 43238 members 
Mstep: Class 17 contains 29062 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 27207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635672.000000 Penalty: 49803.171875
Iteration 101Q: 16 clusters Score -7.463567e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 19621 members 
Mstep: Class 3 contains 19667 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 7982 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 9 contains 18389 members 
Mstep: Class 11 contains 200553 members 
Mstep: Class 13 contains 247707 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 4020 members 
Mstep: Class 16 contains 43230 members 
Mstep: Class 17 contains 28865 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 27369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635728.000000 Penalty: 49803.171875
Iteration 102Q: 16 clusters Score -7.463573e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 19629 members 
Mstep: Class 3 contains 19664 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 7987 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 9 contains 18406 members 
Mstep: Class 11 contains 200487 members 
Mstep: Class 13 contains 247788 members 
Mstep: Class 14 contains 2702 members 
Mstep: Class 15 contains 4017 members 
Mstep: Class 16 contains 43217 members 
Mstep: Class 17 contains 28676 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 27545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635848.000000 Penalty: 49803.171875
Iteration 103Q: 16 clusters Score -7.463585e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 19635 members 
Mstep: Class 3 contains 19668 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 7992 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 9 contains 18408 members 
Mstep: Class 11 contains 200402 members 
Mstep: Class 13 contains 247887 members 
Mstep: Class 14 contains 2692 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 43201 members 
Mstep: Class 17 contains 28483 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 27730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635808.000000 Penalty: 49803.171875
Iteration 104Q: 16 clusters Score -7.463581e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 19650 members 
Mstep: Class 3 contains 19671 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 8002 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 9 contains 18425 members 
Mstep: Class 11 contains 200289 members 
Mstep: Class 13 contains 247999 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 4016 members 
Mstep: Class 16 contains 43193 members 
Mstep: Class 17 contains 28289 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 27906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635856.000000 Penalty: 49803.171875
Iteration 105Q: 16 clusters Score -7.463586e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 19657 members 
Mstep: Class 3 contains 19675 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 7997 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 9 contains 18420 members 
Mstep: Class 11 contains 200217 members 
Mstep: Class 13 contains 248106 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 4015 members 
Mstep: Class 16 contains 43166 members 
Mstep: Class 17 contains 28110 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 28081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635960.000000 Penalty: 49803.171875
Iteration 106Q: 16 clusters Score -7.463596e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 19663 members 
Mstep: Class 3 contains 19672 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 7997 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 9 contains 18410 members 
Mstep: Class 11 contains 200155 members 
Mstep: Class 13 contains 248209 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 4014 members 
Mstep: Class 16 contains 43150 members 
Mstep: Class 17 contains 27940 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 28240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635856.000000 Penalty: 49803.171875
Iteration 107Q: 16 clusters Score -7.463586e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 19673 members 
Mstep: Class 3 contains 19671 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 7997 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 11 contains 200060 members 
Mstep: Class 13 contains 248320 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 4014 members 
Mstep: Class 16 contains 43137 members 
Mstep: Class 17 contains 27790 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 28395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635952.000000 Penalty: 49803.171875
Iteration 108Q: 16 clusters Score -7.463595e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 19681 members 
Mstep: Class 3 contains 19670 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 8000 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 9 contains 18386 members 
Mstep: Class 11 contains 199943 members 
Mstep: Class 13 contains 248452 members 
Mstep: Class 14 contains 2673 members 
Mstep: Class 15 contains 4010 members 
Mstep: Class 16 contains 43126 members 
Mstep: Class 17 contains 27623 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 28566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636024.000000 Penalty: 49803.171875
Iteration 109Q: 16 clusters Score -7.463602e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 19689 members 
Mstep: Class 3 contains 19666 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 9 contains 18377 members 
Mstep: Class 11 contains 199824 members 
Mstep: Class 13 contains 248557 members 
Mstep: Class 14 contains 2671 members 
Mstep: Class 15 contains 4009 members 
Mstep: Class 16 contains 43118 members 
Mstep: Class 17 contains 27460 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 28756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636048.000000 Penalty: 49803.171875
Iteration 110Q: 16 clusters Score -7.463605e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 19693 members 
Mstep: Class 3 contains 19664 members 
Mstep: Class 4 contains 1718 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 9 contains 18367 members 
Mstep: Class 11 contains 199736 members 
Mstep: Class 13 contains 248628 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 15 contains 4008 members 
Mstep: Class 16 contains 43096 members 
Mstep: Class 17 contains 27305 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 28962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636280.000000 Penalty: 49803.171875
Iteration 111Q: 16 clusters Score -7.463628e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 19697 members 
Mstep: Class 3 contains 19662 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8011 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 9 contains 18343 members 
Mstep: Class 11 contains 199693 members 
Mstep: Class 13 contains 248663 members 
Mstep: Class 14 contains 2663 members 
Mstep: Class 15 contains 4008 members 
Mstep: Class 16 contains 43088 members 
Mstep: Class 17 contains 27150 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 29153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636200.000000 Penalty: 49803.171875
Iteration 112Q: 16 clusters Score -7.46362e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 19710 members 
Mstep: Class 3 contains 19664 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8019 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 9 contains 18329 members 
Mstep: Class 11 contains 199608 members 
Mstep: Class 13 contains 248699 members 
Mstep: Class 14 contains 2660 members 
Mstep: Class 15 contains 4005 members 
Mstep: Class 16 contains 43080 members 
Mstep: Class 17 contains 27005 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 29352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636128.000000 Penalty: 49803.171875
Iteration 113Q: 16 clusters Score -7.463613e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 19729 members 
Mstep: Class 3 contains 19666 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8021 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 9 contains 18304 members 
Mstep: Class 11 contains 199521 members 
Mstep: Class 13 contains 248721 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 16 contains 43069 members 
Mstep: Class 17 contains 26876 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 29560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636184.000000 Penalty: 49803.171875
Iteration 114Q: 16 clusters Score -7.463618e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 19745 members 
Mstep: Class 3 contains 19662 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8023 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 9 contains 18282 members 
Mstep: Class 11 contains 199426 members 
Mstep: Class 13 contains 248749 members 
Mstep: Class 14 contains 2659 members 
Mstep: Class 15 contains 3993 members 
Mstep: Class 16 contains 43059 members 
Mstep: Class 17 contains 26752 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 29781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636192.000000 Penalty: 49803.171875
Iteration 115Q: 16 clusters Score -7.463619e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 19755 members 
Mstep: Class 3 contains 19663 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8027 members 
Mstep: Class 6 contains 1299 members 
Mstep: Class 9 contains 18239 members 
Mstep: Class 11 contains 199351 members 
Mstep: Class 13 contains 248798 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 43051 members 
Mstep: Class 17 contains 26592 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 30002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636208.000000 Penalty: 49803.171875
Iteration 116Q: 16 clusters Score -7.463621e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 19774 members 
Mstep: Class 3 contains 19664 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8026 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 9 contains 18198 members 
Mstep: Class 11 contains 199274 members 
Mstep: Class 13 contains 248877 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 3990 members 
Mstep: Class 16 contains 43045 members 
Mstep: Class 17 contains 26416 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 30205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636328.000000 Penalty: 49803.171875
Iteration 117Q: 16 clusters Score -7.463633e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 19786 members 
Mstep: Class 3 contains 19659 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8029 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 9 contains 18156 members 
Mstep: Class 11 contains 199203 members 
Mstep: Class 13 contains 248946 members 
Mstep: Class 14 contains 2662 members 
Mstep: Class 15 contains 3988 members 
Mstep: Class 16 contains 43042 members 
Mstep: Class 17 contains 26237 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 30425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636408.000000 Penalty: 49803.171875
Iteration 118Q: 16 clusters Score -7.463641e+07 nChanged 760
Entering ConstructFrom: 
Score: -74636408.000000 Penalty: 49803.171875
Entering ConstructFrom: 
Trying to split cluster 1 (28645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Entering Unmasked Estep 
Score: -3319935.250000 Penalty: 2545.158203
	Iteration 0F: 2 clusters Score -3319935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3300171.500000 Penalty: 5090.316406
	Iteration 0F: 3 clusters Score -3300172 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3307000.750000 Penalty: 5090.316406
	Iteration 1F: 3 clusters Score -3307001 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3307315.500000 Penalty: 5090.316406
	Iteration 2Q: 3 clusters Score -3307316 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3307567.250000 Penalty: 5090.316406
	Iteration 3Q: 3 clusters Score -3307567 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3307805.250000 Penalty: 5090.316406
	Iteration 4Q: 3 clusters Score -3307805 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3308013.500000 Penalty: 5090.316406
	Iteration 5Q: 3 clusters Score -3308014 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3308266.000000 Penalty: 5090.316406
	Iteration 6Q: 3 clusters Score -3308266 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3308649.000000 Penalty: 5090.316406
	Iteration 7Q: 3 clusters Score -3308649 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3309157.250000 Penalty: 5090.316406
	Iteration 8Q: 3 clusters Score -3309157 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3309949.250000 Penalty: 5090.316406
	Iteration 9Q: 3 clusters Score -3309949 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3311091.250000 Penalty: 5090.316406
	Iteration 10F: 3 clusters Score -3311091 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3312578.500000 Penalty: 5090.316406
	Iteration 11F: 3 clusters Score -3312578 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3314199.250000 Penalty: 5090.316406
	Iteration 12F: 3 clusters Score -3314199 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3315587.500000 Penalty: 5090.316406
	Iteration 13F: 3 clusters Score -3315588 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3316606.000000 Penalty: 5090.316406
	Iteration 14Q: 3 clusters Score -3316606 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3317294.500000 Penalty: 5090.316406
	Iteration 15Q: 3 clusters Score -3317294 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3317774.000000 Penalty: 5090.316406
	Iteration 16Q: 3 clusters Score -3317774 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3318149.000000 Penalty: 5090.316406
	Iteration 17Q: 3 clusters Score -3318149 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3318417.250000 Penalty: 5090.316406
	Iteration 18Q: 3 clusters Score -3318417 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3318556.750000 Penalty: 5090.316406
	Iteration 19Q: 3 clusters Score -3318557 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3318658.500000 Penalty: 5090.316406
	Iteration 20F: 3 clusters Score -3318658 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3318733.250000 Penalty: 5090.316406
	Iteration 21Q: 3 clusters Score -3318733 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3318792.250000 Penalty: 5090.316406
	Iteration 22Q: 3 clusters Score -3318792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3318835.500000 Penalty: 5090.316406
	Iteration 23Q: 3 clusters Score -3318836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3318850.500000 Penalty: 5090.316406
	Iteration 24Q: 3 clusters Score -3318850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3318875.250000 Penalty: 5090.316406
	Iteration 25Q: 3 clusters Score -3318875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3318885.500000 Penalty: 5090.316406
	Iteration 26Q: 3 clusters Score -3318886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3318897.250000 Penalty: 5090.316406
	Iteration 27Q: 3 clusters Score -3318897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -3318904.500000 Penalty: 5090.316406
	Iteration 28Q: 3 clusters Score -3318904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3318904.500000 Penalty: 5090.316406
	Iteration 29Q: 3 clusters Score -3318904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3318900.250000 Penalty: 5090.316406
	Iteration 30Q: 3 clusters Score -3318900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3318900.500000 Penalty: 5090.316406
	Iteration 31Q: 3 clusters Score -3318900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3318898.250000 Penalty: 5090.316406
	Iteration 32Q: 3 clusters Score -3318898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3318907.250000 Penalty: 5090.316406
	Iteration 33Q: 3 clusters Score -3318907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3318902.250000 Penalty: 5090.316406
	Iteration 34Q: 3 clusters Score -3318902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3318902.250000 Penalty: 5090.316406
	Iteration 35F: 3 clusters Score -3318902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Entering Unmasked Estep 
Score: -2324491.000000 Penalty: 2453.522217
	Iteration 0F: 2 clusters Score -2324491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2310624.250000 Penalty: 4907.044434
	Iteration 0F: 3 clusters Score -2310624 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2315090.750000 Penalty: 4907.044434
	Iteration 1F: 3 clusters Score -2315091 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2315426.000000 Penalty: 4907.044434
	Iteration 2F: 3 clusters Score -2315426 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2315707.250000 Penalty: 4907.044434
	Iteration 3Q: 3 clusters Score -2315707 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2315937.750000 Penalty: 4907.044434
	Iteration 4Q: 3 clusters Score -2315938 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2316169.000000 Penalty: 4907.044434
	Iteration 5Q: 3 clusters Score -2316169 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2316503.750000 Penalty: 4907.044434
	Iteration 6Q: 3 clusters Score -2316504 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2316929.500000 Penalty: 4907.044434
	Iteration 7Q: 3 clusters Score -2316930 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2317573.750000 Penalty: 4907.044434
	Iteration 8F: 3 clusters Score -2317574 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2318506.750000 Penalty: 4907.044434
	Iteration 9F: 3 clusters Score -2318507 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2319679.000000 Penalty: 4907.044434
	Iteration 10F: 3 clusters Score -2319679 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2320881.750000 Penalty: 4907.044434
	Iteration 11F: 3 clusters Score -2320882 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2321742.250000 Penalty: 4907.044434
	Iteration 12Q: 3 clusters Score -2321742 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2322277.250000 Penalty: 4907.044434
	Iteration 13Q: 3 clusters Score -2322277 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2322588.250000 Penalty: 4907.044434
	Iteration 14Q: 3 clusters Score -2322588 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2322788.500000 Penalty: 4907.044434
	Iteration 15Q: 3 clusters Score -2322788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2322887.500000 Penalty: 4907.044434
	Iteration 16Q: 3 clusters Score -2322888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2322914.250000 Penalty: 4907.044434
	Iteration 17Q: 3 clusters Score -2322914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2322937.250000 Penalty: 4907.044434
	Iteration 18Q: 3 clusters Score -2322937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2322955.500000 Penalty: 4907.044434
	Iteration 19Q: 3 clusters Score -2322956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2322958.250000 Penalty: 4907.044434
	Iteration 20F: 3 clusters Score -2322958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2322958.000000 Penalty: 4907.044434
	Iteration 21Q: 3 clusters Score -2322958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2322962.750000 Penalty: 4907.044434
	Iteration 22Q: 3 clusters Score -2322963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2322963.250000 Penalty: 4907.044434
	Iteration 23Q: 3 clusters Score -2322963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2322962.000000 Penalty: 4907.044434
	Iteration 24Q: 3 clusters Score -2322962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2322965.000000 Penalty: 4907.044434
	Iteration 25Q: 3 clusters Score -2322965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2322963.000000 Penalty: 4907.044434
	Iteration 26Q: 3 clusters Score -2322963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2322963.000000 Penalty: 4907.044434
	Iteration 27F: 3 clusters Score -2322963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Entering Unmasked Estep 
Score: -2301065.500000 Penalty: 2451.698975
	Iteration 0F: 2 clusters Score -2301066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2287193.000000 Penalty: 4903.397949
	Iteration 0F: 3 clusters Score -2287193 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2291723.000000 Penalty: 4903.397949
	Iteration 1F: 3 clusters Score -2291723 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2292126.750000 Penalty: 4903.397949
	Iteration 2F: 3 clusters Score -2292127 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2292423.250000 Penalty: 4903.397949
	Iteration 3Q: 3 clusters Score -2292423 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2292680.500000 Penalty: 4903.397949
	Iteration 4Q: 3 clusters Score -2292680 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2292954.500000 Penalty: 4903.397949
	Iteration 5Q: 3 clusters Score -2292954 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2293367.500000 Penalty: 4903.397949
	Iteration 6Q: 3 clusters Score -2293368 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2293907.500000 Penalty: 4903.397949
	Iteration 7Q: 3 clusters Score -2293908 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2294536.250000 Penalty: 4903.397949
	Iteration 8F: 3 clusters Score -2294536 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2295245.250000 Penalty: 4903.397949
	Iteration 9F: 3 clusters Score -2295245 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2296049.000000 Penalty: 4903.397949
	Iteration 10F: 3 clusters Score -2296049 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2296775.750000 Penalty: 4903.397949
	Iteration 11F: 3 clusters Score -2296776 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2297355.250000 Penalty: 4903.397949
	Iteration 12Q: 3 clusters Score -2297355 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2297731.250000 Penalty: 4903.397949
	Iteration 13Q: 3 clusters Score -2297731 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2297970.000000 Penalty: 4903.397949
	Iteration 14Q: 3 clusters Score -2297970 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2298130.750000 Penalty: 4903.397949
	Iteration 15Q: 3 clusters Score -2298131 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2298264.750000 Penalty: 4903.397949
	Iteration 16Q: 3 clusters Score -2298265 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2298368.750000 Penalty: 4903.397949
	Iteration 17Q: 3 clusters Score -2298369 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2298465.500000 Penalty: 4903.397949
	Iteration 18Q: 3 clusters Score -2298466 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2298561.750000 Penalty: 4903.397949
	Iteration 19Q: 3 clusters Score -2298562 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2298661.250000 Penalty: 4903.397949
	Iteration 20F: 3 clusters Score -2298661 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2298766.250000 Penalty: 4903.397949
	Iteration 21Q: 3 clusters Score -2298766 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2298844.250000 Penalty: 4903.397949
	Iteration 22Q: 3 clusters Score -2298844 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2298905.750000 Penalty: 4903.397949
	Iteration 23Q: 3 clusters Score -2298906 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2298973.500000 Penalty: 4903.397949
	Iteration 24Q: 3 clusters Score -2298974 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2299026.000000 Penalty: 4903.397949
	Iteration 25Q: 3 clusters Score -2299026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2299073.000000 Penalty: 4903.397949
	Iteration 26Q: 3 clusters Score -2299073 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2299098.000000 Penalty: 4903.397949
	Iteration 27Q: 3 clusters Score -2299098 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2299128.750000 Penalty: 4903.397949
	Iteration 28Q: 3 clusters Score -2299129 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2299164.000000 Penalty: 4903.397949
	Iteration 29Q: 3 clusters Score -2299164 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2299196.750000 Penalty: 4903.397949
	Iteration 30Q: 3 clusters Score -2299197 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2299219.750000 Penalty: 4903.397949
	Iteration 31Q: 3 clusters Score -2299220 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2299252.000000 Penalty: 4903.397949
	Iteration 32Q: 3 clusters Score -2299252 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2299290.250000 Penalty: 4903.397949
	Iteration 33Q: 3 clusters Score -2299290 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2299311.750000 Penalty: 4903.397949
	Iteration 34Q: 3 clusters Score -2299312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2299336.250000 Penalty: 4903.397949
	Iteration 35Q: 3 clusters Score -2299336 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2299353.500000 Penalty: 4903.397949
	Iteration 36Q: 3 clusters Score -2299354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2299370.750000 Penalty: 4903.397949
	Iteration 37Q: 3 clusters Score -2299371 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2299388.750000 Penalty: 4903.397949
	Iteration 38Q: 3 clusters Score -2299389 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2299406.000000 Penalty: 4903.397949
	Iteration 39Q: 3 clusters Score -2299406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2299410.750000 Penalty: 4903.397949
	Iteration 40F: 3 clusters Score -2299411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2299423.000000 Penalty: 4903.397949
	Iteration 41Q: 3 clusters Score -2299423 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2299441.750000 Penalty: 4903.397949
	Iteration 42Q: 3 clusters Score -2299442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2299445.000000 Penalty: 4903.397949
	Iteration 43Q: 3 clusters Score -2299445 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2299458.750000 Penalty: 4903.397949
	Iteration 44Q: 3 clusters Score -2299459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2299474.250000 Penalty: 4903.397949
	Iteration 45Q: 3 clusters Score -2299474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2299481.250000 Penalty: 4903.397949
	Iteration 46Q: 3 clusters Score -2299481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2299490.000000 Penalty: 4903.397949
	Iteration 47Q: 3 clusters Score -2299490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2299495.000000 Penalty: 4903.397949
	Iteration 48Q: 3 clusters Score -2299495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2299500.500000 Penalty: 4903.397949
	Iteration 49Q: 3 clusters Score -2299500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2299504.750000 Penalty: 4903.397949
	Iteration 50Q: 3 clusters Score -2299505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2299504.750000 Penalty: 4903.397949
	Iteration 51Q: 3 clusters Score -2299505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2299506.500000 Penalty: 4903.397949
	Iteration 52Q: 3 clusters Score -2299506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2299511.500000 Penalty: 4903.397949
	Iteration 53Q: 3 clusters Score -2299512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2299516.500000 Penalty: 4903.397949
	Iteration 54Q: 3 clusters Score -2299516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2299516.000000 Penalty: 4903.397949
	Iteration 55Q: 3 clusters Score -2299516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2299513.750000 Penalty: 4903.397949
	Iteration 56Q: 3 clusters Score -2299514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2299515.750000 Penalty: 4903.397949
	Iteration 57Q: 3 clusters Score -2299516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2299519.000000 Penalty: 4903.397949
	Iteration 58Q: 3 clusters Score -2299519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2299519.750000 Penalty: 4903.397949
	Iteration 59Q: 3 clusters Score -2299520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2299517.500000 Penalty: 4903.397949
	Iteration 60F: 3 clusters Score -2299518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2299522.750000 Penalty: 4903.397949
	Iteration 61Q: 3 clusters Score -2299523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2299528.000000 Penalty: 4903.397949
	Iteration 62Q: 3 clusters Score -2299528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2299526.000000 Penalty: 4903.397949
	Iteration 63Q: 3 clusters Score -2299526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2299526.750000 Penalty: 4903.397949
	Iteration 64Q: 3 clusters Score -2299527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2299526.500000 Penalty: 4903.397949
	Iteration 65Q: 3 clusters Score -2299526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2299525.000000 Penalty: 4903.397949
	Iteration 66Q: 3 clusters Score -2299525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2299528.250000 Penalty: 4903.397949
	Iteration 67Q: 3 clusters Score -2299528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2299526.750000 Penalty: 4903.397949
	Iteration 68Q: 3 clusters Score -2299527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2299524.250000 Penalty: 4903.397949
	Iteration 69Q: 3 clusters Score -2299524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2299524.750000 Penalty: 4903.397949
	Iteration 70Q: 3 clusters Score -2299525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2299530.000000 Penalty: 4903.397949
	Iteration 71Q: 3 clusters Score -2299530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2299529.000000 Penalty: 4903.397949
	Iteration 72Q: 3 clusters Score -2299529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2299526.000000 Penalty: 4903.397949
	Iteration 73Q: 3 clusters Score -2299526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2299528.250000 Penalty: 4903.397949
	Iteration 74Q: 3 clusters Score -2299528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2299532.750000 Penalty: 4903.397949
	Iteration 75Q: 3 clusters Score -2299533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2299537.750000 Penalty: 4903.397949
	Iteration 76Q: 3 clusters Score -2299538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2299542.250000 Penalty: 4903.397949
	Iteration 77Q: 3 clusters Score -2299542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2299540.750000 Penalty: 4903.397949
	Iteration 78Q: 3 clusters Score -2299541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2299540.750000 Penalty: 4903.397949
	Iteration 79Q: 3 clusters Score -2299541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2299544.250000 Penalty: 4903.397949
	Iteration 80F: 3 clusters Score -2299544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2299543.000000 Penalty: 4903.397949
	Iteration 81Q: 3 clusters Score -2299543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2299544.500000 Penalty: 4903.397949
	Iteration 82Q: 3 clusters Score -2299544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2299544.250000 Penalty: 4903.397949
	Iteration 83Q: 3 clusters Score -2299544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2299546.000000 Penalty: 4903.397949
	Iteration 84Q: 3 clusters Score -2299546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2299543.250000 Penalty: 4903.397949
	Iteration 85Q: 3 clusters Score -2299543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2299543.250000 Penalty: 4903.397949
	Iteration 86F: 3 clusters Score -2299543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -187840.562500 Penalty: 1847.186768
	Iteration 0F: 2 clusters Score -187840.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -185389.343750 Penalty: 3694.373535
	Iteration 0F: 3 clusters Score -185389.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -185795.203125 Penalty: 3694.373535
	Iteration 1F: 3 clusters Score -185795.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -185900.250000 Penalty: 3694.373535
	Iteration 2F: 3 clusters Score -185900.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185951.203125 Penalty: 3694.373535
	Iteration 3Q: 3 clusters Score -185951.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -185995.218750 Penalty: 3694.373535
	Iteration 4Q: 3 clusters Score -185995.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -186025.531250 Penalty: 3694.373535
	Iteration 5Q: 3 clusters Score -186025.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186047.000000 Penalty: 3694.373535
	Iteration 6Q: 3 clusters Score -186047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -186059.343750 Penalty: 3694.373535
	Iteration 7Q: 3 clusters Score -186059.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -186071.062500 Penalty: 3694.373535
	Iteration 8Q: 3 clusters Score -186071.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -186078.062500 Penalty: 3694.373535
	Iteration 9Q: 3 clusters Score -186078.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -186082.578125 Penalty: 3694.373535
	Iteration 10Q: 3 clusters Score -186082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -186089.109375 Penalty: 3694.373535
	Iteration 11Q: 3 clusters Score -186089.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -186094.265625 Penalty: 3694.373535
	Iteration 12Q: 3 clusters Score -186094.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -186094.265625 Penalty: 3694.373535
	Iteration 13F: 3 clusters Score -186094.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Entering Unmasked Estep 
Score: -955147.562500 Penalty: 2229.753174
	Iteration 0F: 2 clusters Score -955147.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -948682.125000 Penalty: 4459.506348
	Iteration 0F: 3 clusters Score -948682.1 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -950445.125000 Penalty: 4459.506348
	Iteration 1F: 3 clusters Score -950445.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -950658.812500 Penalty: 4459.506348
	Iteration 2F: 3 clusters Score -950658.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -950813.625000 Penalty: 4459.506348
	Iteration 3Q: 3 clusters Score -950813.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -950938.375000 Penalty: 4459.506348
	Iteration 4Q: 3 clusters Score -950938.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -951041.125000 Penalty: 4459.506348
	Iteration 5Q: 3 clusters Score -951041.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -951142.500000 Penalty: 4459.506348
	Iteration 6Q: 3 clusters Score -951142.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -951241.187500 Penalty: 4459.506348
	Iteration 7Q: 3 clusters Score -951241.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -951350.500000 Penalty: 4459.506348
	Iteration 8Q: 3 clusters Score -951350.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -951451.000000 Penalty: 4459.506348
	Iteration 9Q: 3 clusters Score -951451 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -951557.250000 Penalty: 4459.506348
	Iteration 10Q: 3 clusters Score -951557.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -951683.750000 Penalty: 4459.506348
	Iteration 11Q: 3 clusters Score -951683.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -951824.000000 Penalty: 4459.506348
	Iteration 12Q: 3 clusters Score -951824 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -952008.812500 Penalty: 4459.506348
	Iteration 13Q: 3 clusters Score -952008.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -952202.000000 Penalty: 4459.506348
	Iteration 14Q: 3 clusters Score -952202 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -952394.437500 Penalty: 4459.506348
	Iteration 15Q: 3 clusters Score -952394.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -952551.375000 Penalty: 4459.506348
	Iteration 16Q: 3 clusters Score -952551.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -952693.875000 Penalty: 4459.506348
	Iteration 17Q: 3 clusters Score -952693.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -952818.062500 Penalty: 4459.506348
	Iteration 18Q: 3 clusters Score -952818.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -952917.687500 Penalty: 4459.506348
	Iteration 19Q: 3 clusters Score -952917.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -953000.375000 Penalty: 4459.506348
	Iteration 20F: 3 clusters Score -953000.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -953052.375000 Penalty: 4459.506348
	Iteration 21Q: 3 clusters Score -953052.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -953089.625000 Penalty: 4459.506348
	Iteration 22Q: 3 clusters Score -953089.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -953120.375000 Penalty: 4459.506348
	Iteration 23Q: 3 clusters Score -953120.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -953136.562500 Penalty: 4459.506348
	Iteration 24Q: 3 clusters Score -953136.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -953146.812500 Penalty: 4459.506348
	Iteration 25Q: 3 clusters Score -953146.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -953155.312500 Penalty: 4459.506348
	Iteration 26Q: 3 clusters Score -953155.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -953162.187500 Penalty: 4459.506348
	Iteration 27Q: 3 clusters Score -953162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -953170.812500 Penalty: 4459.506348
	Iteration 28Q: 3 clusters Score -953170.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -953175.625000 Penalty: 4459.506348
	Iteration 29Q: 3 clusters Score -953175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -953179.812500 Penalty: 4459.506348
	Iteration 30Q: 3 clusters Score -953179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -953190.562500 Penalty: 4459.506348
	Iteration 31Q: 3 clusters Score -953190.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -953196.000000 Penalty: 4459.506348
	Iteration 32Q: 3 clusters Score -953196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -953198.687500 Penalty: 4459.506348
	Iteration 33Q: 3 clusters Score -953198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -953201.125000 Penalty: 4459.506348
	Iteration 34Q: 3 clusters Score -953201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -953202.062500 Penalty: 4459.506348
	Iteration 35Q: 3 clusters Score -953202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -953203.000000 Penalty: 4459.506348
	Iteration 36Q: 3 clusters Score -953203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -953203.187500 Penalty: 4459.506348
	Iteration 37Q: 3 clusters Score -953203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -953203.187500 Penalty: 4459.506348
	Iteration 38F: 3 clusters Score -953203.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -137020.718750 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -137020.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -134955.531250 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -134955.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -135280.296875 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -135280.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -135408.937500 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -135408.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -135523.078125 Penalty: 3556.379395
	Iteration 3F: 3 clusters Score -135523.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -135605.562500 Penalty: 3556.379395
	Iteration 4Q: 3 clusters Score -135605.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -135706.984375 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -135707 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -135798.109375 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -135798.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -135847.375000 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -135847.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -135880.671875 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -135880.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -135912.781250 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -135912.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -135934.531250 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -135934.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -135960.765625 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -135960.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -135980.281250 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -135980.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -135989.328125 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -135989.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -135999.875000 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -135999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -136005.359375 Penalty: 3556.379395
	Iteration 15Q: 3 clusters Score -136005.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -136009.859375 Penalty: 3556.379395
	Iteration 16Q: 3 clusters Score -136009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -136013.109375 Penalty: 3556.379395
	Iteration 17Q: 3 clusters Score -136013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -136017.218750 Penalty: 3556.379395
	Iteration 18Q: 3 clusters Score -136017.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -136020.671875 Penalty: 3556.379395
	Iteration 19Q: 3 clusters Score -136020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -136021.843750 Penalty: 3556.379395
	Iteration 20F: 3 clusters Score -136021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -136022.734375 Penalty: 3556.379395
	Iteration 21Q: 3 clusters Score -136022.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -136022.734375 Penalty: 3556.379395
	Iteration 22F: 3 clusters Score -136022.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Entering Unmasked Estep 
Score: -2156292.000000 Penalty: 2431.747559
	Iteration 0F: 2 clusters Score -2156292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2143526.250000 Penalty: 4863.495117
	Iteration 0F: 3 clusters Score -2143526 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2147836.250000 Penalty: 4863.495117
	Iteration 1F: 3 clusters Score -2147836 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2148343.500000 Penalty: 4863.495117
	Iteration 2F: 3 clusters Score -2148344 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2148802.750000 Penalty: 4863.495117
	Iteration 3F: 3 clusters Score -2148803 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2149224.750000 Penalty: 4863.495117
	Iteration 4Q: 3 clusters Score -2149225 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2149593.000000 Penalty: 4863.495117
	Iteration 5Q: 3 clusters Score -2149593 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2149988.000000 Penalty: 4863.495117
	Iteration 6Q: 3 clusters Score -2149988 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2150405.750000 Penalty: 4863.495117
	Iteration 7Q: 3 clusters Score -2150406 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2150928.500000 Penalty: 4863.495117
	Iteration 8Q: 3 clusters Score -2150928 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2151604.500000 Penalty: 4863.495117
	Iteration 9Q: 3 clusters Score -2151604 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2152342.000000 Penalty: 4863.495117
	Iteration 10Q: 3 clusters Score -2152342 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2152968.000000 Penalty: 4863.495117
	Iteration 11Q: 3 clusters Score -2152968 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2153500.750000 Penalty: 4863.495117
	Iteration 12Q: 3 clusters Score -2153501 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2153994.500000 Penalty: 4863.495117
	Iteration 13Q: 3 clusters Score -2153994 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2154457.250000 Penalty: 4863.495117
	Iteration 14Q: 3 clusters Score -2154457 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2154740.250000 Penalty: 4863.495117
	Iteration 15Q: 3 clusters Score -2154740 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2154901.500000 Penalty: 4863.495117
	Iteration 16Q: 3 clusters Score -2154902 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2155004.500000 Penalty: 4863.495117
	Iteration 17Q: 3 clusters Score -2155004 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2155085.250000 Penalty: 4863.495117
	Iteration 18Q: 3 clusters Score -2155085 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2155145.500000 Penalty: 4863.495117
	Iteration 19Q: 3 clusters Score -2155146 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2155217.250000 Penalty: 4863.495117
	Iteration 20F: 3 clusters Score -2155217 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2155287.500000 Penalty: 4863.495117
	Iteration 21Q: 3 clusters Score -2155288 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2155364.750000 Penalty: 4863.495117
	Iteration 22Q: 3 clusters Score -2155365 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2155454.000000 Penalty: 4863.495117
	Iteration 23Q: 3 clusters Score -2155454 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2155550.500000 Penalty: 4863.495117
	Iteration 24Q: 3 clusters Score -2155550 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2155688.500000 Penalty: 4863.495117
	Iteration 25Q: 3 clusters Score -2155688 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2155894.000000 Penalty: 4863.495117
	Iteration 26Q: 3 clusters Score -2155894 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2156122.000000 Penalty: 4863.495117
	Iteration 27Q: 3 clusters Score -2156122 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2156334.750000 Penalty: 4863.495117
	Iteration 28Q: 3 clusters Score -2156335 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2156486.000000 Penalty: 4863.495117
	Iteration 29Q: 3 clusters Score -2156486 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2156586.250000 Penalty: 4863.495117
	Iteration 30Q: 3 clusters Score -2156586 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2156659.750000 Penalty: 4863.495117
	Iteration 31Q: 3 clusters Score -2156660 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2156703.500000 Penalty: 4863.495117
	Iteration 32Q: 3 clusters Score -2156704 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2156740.250000 Penalty: 4863.495117
	Iteration 33Q: 3 clusters Score -2156740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2156762.750000 Penalty: 4863.495117
	Iteration 34Q: 3 clusters Score -2156763 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2156779.250000 Penalty: 4863.495117
	Iteration 35Q: 3 clusters Score -2156779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2156798.000000 Penalty: 4863.495117
	Iteration 36Q: 3 clusters Score -2156798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2156807.000000 Penalty: 4863.495117
	Iteration 37Q: 3 clusters Score -2156807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2156811.000000 Penalty: 4863.495117
	Iteration 38Q: 3 clusters Score -2156811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2156820.750000 Penalty: 4863.495117
	Iteration 39Q: 3 clusters Score -2156821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2156862.500000 Penalty: 4863.495117
	Iteration 40F: 3 clusters Score -2156862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2156878.750000 Penalty: 4863.495117
	Iteration 41Q: 3 clusters Score -2156879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2156879.250000 Penalty: 4863.495117
	Iteration 42Q: 3 clusters Score -2156879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2156886.750000 Penalty: 4863.495117
	Iteration 43Q: 3 clusters Score -2156887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2156889.000000 Penalty: 4863.495117
	Iteration 44Q: 3 clusters Score -2156889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2156890.250000 Penalty: 4863.495117
	Iteration 45Q: 3 clusters Score -2156890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2156897.250000 Penalty: 4863.495117
	Iteration 46Q: 3 clusters Score -2156897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2156896.500000 Penalty: 4863.495117
	Iteration 47Q: 3 clusters Score -2156896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2156895.750000 Penalty: 4863.495117
	Iteration 48Q: 3 clusters Score -2156896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2156901.500000 Penalty: 4863.495117
	Iteration 49Q: 3 clusters Score -2156902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2156899.000000 Penalty: 4863.495117
	Iteration 50Q: 3 clusters Score -2156899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2156898.250000 Penalty: 4863.495117
	Iteration 51Q: 3 clusters Score -2156898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2156897.750000 Penalty: 4863.495117
	Iteration 52Q: 3 clusters Score -2156898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2156898.250000 Penalty: 4863.495117
	Iteration 53Q: 3 clusters Score -2156898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2156897.000000 Penalty: 4863.495117
	Iteration 54Q: 3 clusters Score -2156897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2156900.250000 Penalty: 4863.495117
	Iteration 55Q: 3 clusters Score -2156900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2156901.500000 Penalty: 4863.495117
	Iteration 56Q: 3 clusters Score -2156902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2156901.000000 Penalty: 4863.495117
	Iteration 57Q: 3 clusters Score -2156901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2156901.500000 Penalty: 4863.495117
	Iteration 58Q: 3 clusters Score -2156902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2156902.000000 Penalty: 4863.495117
	Iteration 59Q: 3 clusters Score -2156902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2156903.000000 Penalty: 4863.495117
	Iteration 60F: 3 clusters Score -2156903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2156902.750000 Penalty: 4863.495117
	Iteration 61Q: 3 clusters Score -2156903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2156902.750000 Penalty: 4863.495117
	Iteration 62F: 3 clusters Score -2156903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 19796 members 
Mstep: Class 3 contains 19651 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 7 contains 9163 members 
Mstep: Class 9 contains 8969 members 
Mstep: Class 11 contains 199113 members 
Mstep: Class 13 contains 249001 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 43037 members 
Mstep: Class 17 contains 26089 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 30640 members 
Entering Unmasked Estep 
Score: -74635952.000000 Penalty: 53123.382812
Splitting cluster 9 changes total score from -74636408.000000 to -74635952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (199113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199113 members 
Entering Unmasked Estep 
Score: -23089946.000000 Penalty: 3026.003662
	Iteration 0F: 2 clusters Score -2.308995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99407 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -22963098.000000 Penalty: 6052.007324
	Iteration 0F: 3 clusters Score -2.29631e+07 nChanged 95509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 102173 members 
Entering Unmasked Estep 
Score: -23019216.000000 Penalty: 6052.007324
	Iteration 1F: 3 clusters Score -2.301922e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -23020618.000000 Penalty: 6052.007324
	Iteration 2Q: 3 clusters Score -2.302062e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92445 members 
Mstep: Class 2 contains 106668 members 
Entering Unmasked Estep 
Score: -23022538.000000 Penalty: 6052.007324
	Iteration 3Q: 3 clusters Score -2.302254e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88458 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -23024940.000000 Penalty: 6052.007324
	Iteration 4Q: 3 clusters Score -2.302494e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 116449 members 
Entering Unmasked Estep 
Score: -23028690.000000 Penalty: 6052.007324
	Iteration 5Q: 3 clusters Score -2.302869e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 124615 members 
Entering Unmasked Estep 
Score: -23034924.000000 Penalty: 6052.007324
	Iteration 6F: 3 clusters Score -2.303492e+07 nChanged 13200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 135119 members 
Entering Unmasked Estep 
Score: -23044194.000000 Penalty: 6052.007324
	Iteration 7F: 3 clusters Score -2.304419e+07 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 146997 members 
Entering Unmasked Estep 
Score: -23055842.000000 Penalty: 6052.007324
	Iteration 8F: 3 clusters Score -2.305584e+07 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 158346 members 
Entering Unmasked Estep 
Score: -23066636.000000 Penalty: 6052.007324
	Iteration 9F: 3 clusters Score -2.306664e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 167280 members 
Entering Unmasked Estep 
Score: -23074956.000000 Penalty: 6052.007324
	Iteration 10F: 3 clusters Score -2.307496e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 173687 members 
Entering Unmasked Estep 
Score: -23080504.000000 Penalty: 6052.007324
	Iteration 11Q: 3 clusters Score -2.30805e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 178395 members 
Entering Unmasked Estep 
Score: -23083716.000000 Penalty: 6052.007324
	Iteration 12Q: 3 clusters Score -2.308372e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 181964 members 
Entering Unmasked Estep 
Score: -23086112.000000 Penalty: 6052.007324
	Iteration 13Q: 3 clusters Score -2.308611e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 184600 members 
Entering Unmasked Estep 
Score: -23087434.000000 Penalty: 6052.007324
	Iteration 14Q: 3 clusters Score -2.308743e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 186505 members 
Entering Unmasked Estep 
Score: -23088194.000000 Penalty: 6052.007324
	Iteration 15Q: 3 clusters Score -2.308819e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 187883 members 
Entering Unmasked Estep 
Score: -23088672.000000 Penalty: 6052.007324
	Iteration 16Q: 3 clusters Score -2.308867e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 188943 members 
Entering Unmasked Estep 
Score: -23088998.000000 Penalty: 6052.007324
	Iteration 17Q: 3 clusters Score -2.3089e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 189718 members 
Entering Unmasked Estep 
Score: -23089098.000000 Penalty: 6052.007324
	Iteration 18Q: 3 clusters Score -2.30891e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 190326 members 
Entering Unmasked Estep 
Score: -23089116.000000 Penalty: 6052.007324
	Iteration 19Q: 3 clusters Score -2.308912e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 190790 members 
Entering Unmasked Estep 
Score: -23089186.000000 Penalty: 6052.007324
	Iteration 20F: 3 clusters Score -2.308919e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 191185 members 
Entering Unmasked Estep 
Score: -23089306.000000 Penalty: 6052.007324
	Iteration 21Q: 3 clusters Score -2.308931e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 191519 members 
Entering Unmasked Estep 
Score: -23089260.000000 Penalty: 6052.007324
	Iteration 22Q: 3 clusters Score -2.308926e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 191799 members 
Entering Unmasked Estep 
Score: -23089262.000000 Penalty: 6052.007324
	Iteration 23Q: 3 clusters Score -2.308926e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 192034 members 
Entering Unmasked Estep 
Score: -23089252.000000 Penalty: 6052.007324
	Iteration 24Q: 3 clusters Score -2.308925e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 192254 members 
Entering Unmasked Estep 
Score: -23089232.000000 Penalty: 6052.007324
	Iteration 25Q: 3 clusters Score -2.308923e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 192416 members 
Entering Unmasked Estep 
Score: -23089218.000000 Penalty: 6052.007324
	Iteration 26Q: 3 clusters Score -2.308922e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 192586 members 
Entering Unmasked Estep 
Score: -23089180.000000 Penalty: 6052.007324
	Iteration 27Q: 3 clusters Score -2.308918e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 192724 members 
Entering Unmasked Estep 
Score: -23089194.000000 Penalty: 6052.007324
	Iteration 28Q: 3 clusters Score -2.308919e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 192890 members 
Entering Unmasked Estep 
Score: -23089162.000000 Penalty: 6052.007324
	Iteration 29Q: 3 clusters Score -2.308916e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 193024 members 
Entering Unmasked Estep 
Score: -23089182.000000 Penalty: 6052.007324
	Iteration 30Q: 3 clusters Score -2.308918e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 193129 members 
Entering Unmasked Estep 
Score: -23089142.000000 Penalty: 6052.007324
	Iteration 31Q: 3 clusters Score -2.308914e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 193212 members 
Entering Unmasked Estep 
Score: -23089164.000000 Penalty: 6052.007324
	Iteration 32Q: 3 clusters Score -2.308916e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 193286 members 
Entering Unmasked Estep 
Score: -23089156.000000 Penalty: 6052.007324
	Iteration 33Q: 3 clusters Score -2.308916e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 193359 members 
Entering Unmasked Estep 
Score: -23089136.000000 Penalty: 6052.007324
	Iteration 34Q: 3 clusters Score -2.308914e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 193421 members 
Entering Unmasked Estep 
Score: -23089128.000000 Penalty: 6052.007324
	Iteration 35Q: 3 clusters Score -2.308913e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 193494 members 
Entering Unmasked Estep 
Score: -23089142.000000 Penalty: 6052.007324
	Iteration 36Q: 3 clusters Score -2.308914e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 193548 members 
Entering Unmasked Estep 
Score: -23089080.000000 Penalty: 6052.007324
	Iteration 37Q: 3 clusters Score -2.308908e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 193595 members 
Entering Unmasked Estep 
Score: -23089112.000000 Penalty: 6052.007324
	Iteration 38Q: 3 clusters Score -2.308911e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 193643 members 
Entering Unmasked Estep 
Score: -23089150.000000 Penalty: 6052.007324
	Iteration 39Q: 3 clusters Score -2.308915e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 193688 members 
Entering Unmasked Estep 
Score: -23089134.000000 Penalty: 6052.007324
	Iteration 40F: 3 clusters Score -2.308913e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 193723 members 
Entering Unmasked Estep 
Score: -23089136.000000 Penalty: 6052.007324
	Iteration 41Q: 3 clusters Score -2.308914e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 193764 members 
Entering Unmasked Estep 
Score: -23089146.000000 Penalty: 6052.007324
	Iteration 42Q: 3 clusters Score -2.308915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 193793 members 
Entering Unmasked Estep 
Score: -23089184.000000 Penalty: 6052.007324
	Iteration 43Q: 3 clusters Score -2.308918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 193818 members 
Entering Unmasked Estep 
Score: -23089180.000000 Penalty: 6052.007324
	Iteration 44Q: 3 clusters Score -2.308918e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 193847 members 
Entering Unmasked Estep 
Score: -23089198.000000 Penalty: 6052.007324
	Iteration 45Q: 3 clusters Score -2.30892e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 193869 members 
Entering Unmasked Estep 
Score: -23089174.000000 Penalty: 6052.007324
	Iteration 46Q: 3 clusters Score -2.308917e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 193884 members 
Entering Unmasked Estep 
Score: -23089184.000000 Penalty: 6052.007324
	Iteration 47Q: 3 clusters Score -2.308918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 193898 members 
Entering Unmasked Estep 
Score: -23089192.000000 Penalty: 6052.007324
	Iteration 48Q: 3 clusters Score -2.308919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 193919 members 
Entering Unmasked Estep 
Score: -23089192.000000 Penalty: 6052.007324
	Iteration 49Q: 3 clusters Score -2.308919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 193942 members 
Entering Unmasked Estep 
Score: -23089180.000000 Penalty: 6052.007324
	Iteration 50Q: 3 clusters Score -2.308918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 193957 members 
Entering Unmasked Estep 
Score: -23089206.000000 Penalty: 6052.007324
	Iteration 51Q: 3 clusters Score -2.308921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 193968 members 
Entering Unmasked Estep 
Score: -23089214.000000 Penalty: 6052.007324
	Iteration 52Q: 3 clusters Score -2.308921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 193977 members 
Entering Unmasked Estep 
Score: -23089208.000000 Penalty: 6052.007324
	Iteration 53Q: 3 clusters Score -2.308921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 193994 members 
Entering Unmasked Estep 
Score: -23089202.000000 Penalty: 6052.007324
	Iteration 54Q: 3 clusters Score -2.30892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 194015 members 
Entering Unmasked Estep 
Score: -23089218.000000 Penalty: 6052.007324
	Iteration 55Q: 3 clusters Score -2.308922e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 194042 members 
Entering Unmasked Estep 
Score: -23089232.000000 Penalty: 6052.007324
	Iteration 56Q: 3 clusters Score -2.308923e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 194069 members 
Entering Unmasked Estep 
Score: -23089202.000000 Penalty: 6052.007324
	Iteration 57Q: 3 clusters Score -2.30892e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 194100 members 
Entering Unmasked Estep 
Score: -23089178.000000 Penalty: 6052.007324
	Iteration 58Q: 3 clusters Score -2.308918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 194115 members 
Entering Unmasked Estep 
Score: -23089190.000000 Penalty: 6052.007324
	Iteration 59Q: 3 clusters Score -2.308919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 194125 members 
Entering Unmasked Estep 
Score: -23089196.000000 Penalty: 6052.007324
	Iteration 60F: 3 clusters Score -2.30892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 194129 members 
Entering Unmasked Estep 
Score: -23089184.000000 Penalty: 6052.007324
	Iteration 61Q: 3 clusters Score -2.308918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 194137 members 
Entering Unmasked Estep 
Score: -23089194.000000 Penalty: 6052.007324
	Iteration 62Q: 3 clusters Score -2.308919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 194142 members 
Entering Unmasked Estep 
Score: -23089170.000000 Penalty: 6052.007324
	Iteration 63Q: 3 clusters Score -2.308917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 194148 members 
Entering Unmasked Estep 
Score: -23089182.000000 Penalty: 6052.007324
	Iteration 64Q: 3 clusters Score -2.308918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 194158 members 
Entering Unmasked Estep 
Score: -23089206.000000 Penalty: 6052.007324
	Iteration 65Q: 3 clusters Score -2.308921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 194164 members 
Entering Unmasked Estep 
Score: -23089178.000000 Penalty: 6052.007324
	Iteration 66Q: 3 clusters Score -2.308918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 194166 members 
Entering Unmasked Estep 
Score: -23089188.000000 Penalty: 6052.007324
	Iteration 67Q: 3 clusters Score -2.308919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 194170 members 
Entering Unmasked Estep 
Score: -23089182.000000 Penalty: 6052.007324
	Iteration 68Q: 3 clusters Score -2.308918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 194172 members 
Entering Unmasked Estep 
Score: -23089198.000000 Penalty: 6052.007324
	Iteration 69Q: 3 clusters Score -2.30892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 194172 members 
Entering Unmasked Estep 
Score: -23089198.000000 Penalty: 6052.007324
	Iteration 70F: 3 clusters Score -2.30892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (249001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249001 members 
Entering Unmasked Estep 
Score: -28893844.000000 Penalty: 3081.452637
	Iteration 0F: 2 clusters Score -2.889384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124100 members 
Mstep: Class 2 contains 124901 members 
Entering Unmasked Estep 
Score: -28736564.000000 Penalty: 6162.905273
	Iteration 0F: 3 clusters Score -2.873656e+07 nChanged 120261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117697 members 
Mstep: Class 2 contains 131304 members 
Entering Unmasked Estep 
Score: -28808108.000000 Penalty: 6162.905273
	Iteration 1F: 3 clusters Score -2.880811e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113580 members 
Mstep: Class 2 contains 135421 members 
Entering Unmasked Estep 
Score: -28810554.000000 Penalty: 6162.905273
	Iteration 2Q: 3 clusters Score -2.881055e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 141612 members 
Entering Unmasked Estep 
Score: -28813804.000000 Penalty: 6162.905273
	Iteration 3Q: 3 clusters Score -2.88138e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98266 members 
Mstep: Class 2 contains 150735 members 
Entering Unmasked Estep 
Score: -28819546.000000 Penalty: 6162.905273
	Iteration 4Q: 3 clusters Score -2.881955e+07 nChanged 14150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 163471 members 
Entering Unmasked Estep 
Score: -28828456.000000 Penalty: 6162.905273
	Iteration 5F: 3 clusters Score -2.882846e+07 nChanged 17038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 179749 members 
Entering Unmasked Estep 
Score: -28841496.000000 Penalty: 6162.905273
	Iteration 6F: 3 clusters Score -2.88415e+07 nChanged 18158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 197287 members 
Entering Unmasked Estep 
Score: -28855788.000000 Penalty: 6162.905273
	Iteration 7F: 3 clusters Score -2.885579e+07 nChanged 15988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 212745 members 
Entering Unmasked Estep 
Score: -28867966.000000 Penalty: 6162.905273
	Iteration 8F: 3 clusters Score -2.886797e+07 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 224653 members 
Entering Unmasked Estep 
Score: -28876552.000000 Penalty: 6162.905273
	Iteration 9Q: 3 clusters Score -2.887655e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 232727 members 
Entering Unmasked Estep 
Score: -28881868.000000 Penalty: 6162.905273
	Iteration 10Q: 3 clusters Score -2.888187e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 238047 members 
Entering Unmasked Estep 
Score: -28885112.000000 Penalty: 6162.905273
	Iteration 11Q: 3 clusters Score -2.888511e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 241544 members 
Entering Unmasked Estep 
Score: -28887100.000000 Penalty: 6162.905273
	Iteration 12Q: 3 clusters Score -2.88871e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 243779 members 
Entering Unmasked Estep 
Score: -28888436.000000 Penalty: 6162.905273
	Iteration 13Q: 3 clusters Score -2.888844e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 245248 members 
Entering Unmasked Estep 
Score: -28889388.000000 Penalty: 6162.905273
	Iteration 14Q: 3 clusters Score -2.888939e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 246192 members 
Entering Unmasked Estep 
Score: -28889956.000000 Penalty: 6162.905273
	Iteration 15Q: 3 clusters Score -2.888996e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 246759 members 
Entering Unmasked Estep 
Score: -28890278.000000 Penalty: 6162.905273
	Iteration 16Q: 3 clusters Score -2.889028e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 247136 members 
Entering Unmasked Estep 
Score: -28890426.000000 Penalty: 6162.905273
	Iteration 17Q: 3 clusters Score -2.889043e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 247364 members 
Entering Unmasked Estep 
Score: -28890576.000000 Penalty: 6162.905273
	Iteration 18Q: 3 clusters Score -2.889058e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 247537 members 
Entering Unmasked Estep 
Score: -28890658.000000 Penalty: 6162.905273
	Iteration 19Q: 3 clusters Score -2.889066e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 247660 members 
Entering Unmasked Estep 
Score: -28890774.000000 Penalty: 6162.905273
	Iteration 20F: 3 clusters Score -2.889077e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 247746 members 
Entering Unmasked Estep 
Score: -28890828.000000 Penalty: 6162.905273
	Iteration 21Q: 3 clusters Score -2.889083e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 247813 members 
Entering Unmasked Estep 
Score: -28890872.000000 Penalty: 6162.905273
	Iteration 22Q: 3 clusters Score -2.889087e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 247862 members 
Entering Unmasked Estep 
Score: -28890918.000000 Penalty: 6162.905273
	Iteration 23Q: 3 clusters Score -2.889092e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 247916 members 
Entering Unmasked Estep 
Score: -28890982.000000 Penalty: 6162.905273
	Iteration 24Q: 3 clusters Score -2.889098e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 247960 members 
Entering Unmasked Estep 
Score: -28891002.000000 Penalty: 6162.905273
	Iteration 25Q: 3 clusters Score -2.8891e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 247983 members 
Entering Unmasked Estep 
Score: -28891050.000000 Penalty: 6162.905273
	Iteration 26Q: 3 clusters Score -2.889105e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 248007 members 
Entering Unmasked Estep 
Score: -28891064.000000 Penalty: 6162.905273
	Iteration 27Q: 3 clusters Score -2.889106e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 248028 members 
Entering Unmasked Estep 
Score: -28891074.000000 Penalty: 6162.905273
	Iteration 28Q: 3 clusters Score -2.889107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 248046 members 
Entering Unmasked Estep 
Score: -28891084.000000 Penalty: 6162.905273
	Iteration 29Q: 3 clusters Score -2.889108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 248067 members 
Entering Unmasked Estep 
Score: -28891120.000000 Penalty: 6162.905273
	Iteration 30Q: 3 clusters Score -2.889112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 248078 members 
Entering Unmasked Estep 
Score: -28891108.000000 Penalty: 6162.905273
	Iteration 31Q: 3 clusters Score -2.889111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 248092 members 
Entering Unmasked Estep 
Score: -28891124.000000 Penalty: 6162.905273
	Iteration 32Q: 3 clusters Score -2.889112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 248103 members 
Entering Unmasked Estep 
Score: -28891110.000000 Penalty: 6162.905273
	Iteration 33Q: 3 clusters Score -2.889111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 248110 members 
Entering Unmasked Estep 
Score: -28891126.000000 Penalty: 6162.905273
	Iteration 34Q: 3 clusters Score -2.889113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 248116 members 
Entering Unmasked Estep 
Score: -28891138.000000 Penalty: 6162.905273
	Iteration 35Q: 3 clusters Score -2.889114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 248120 members 
Entering Unmasked Estep 
Score: -28891144.000000 Penalty: 6162.905273
	Iteration 36Q: 3 clusters Score -2.889114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 248125 members 
Entering Unmasked Estep 
Score: -28891150.000000 Penalty: 6162.905273
	Iteration 37Q: 3 clusters Score -2.889115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 248132 members 
Entering Unmasked Estep 
Score: -28891154.000000 Penalty: 6162.905273
	Iteration 38Q: 3 clusters Score -2.889115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 248139 members 
Entering Unmasked Estep 
Score: -28891182.000000 Penalty: 6162.905273
	Iteration 39Q: 3 clusters Score -2.889118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 248144 members 
Entering Unmasked Estep 
Score: -28891214.000000 Penalty: 6162.905273
	Iteration 40F: 3 clusters Score -2.889121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 248148 members 
Entering Unmasked Estep 
Score: -28891202.000000 Penalty: 6162.905273
	Iteration 41Q: 3 clusters Score -2.88912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 248148 members 
Entering Unmasked Estep 
Score: -28891206.000000 Penalty: 6162.905273
	Iteration 42Q: 3 clusters Score -2.889121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 248151 members 
Entering Unmasked Estep 
Score: -28891196.000000 Penalty: 6162.905273
	Iteration 43Q: 3 clusters Score -2.88912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 248154 members 
Entering Unmasked Estep 
Score: -28891208.000000 Penalty: 6162.905273
	Iteration 44Q: 3 clusters Score -2.889121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 248154 members 
Entering Unmasked Estep 
Score: -28891228.000000 Penalty: 6162.905273
	Iteration 45Q: 3 clusters Score -2.889123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 248156 members 
Entering Unmasked Estep 
Score: -28891216.000000 Penalty: 6162.905273
	Iteration 46Q: 3 clusters Score -2.889122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 248158 members 
Entering Unmasked Estep 
Score: -28891214.000000 Penalty: 6162.905273
	Iteration 47Q: 3 clusters Score -2.889121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 248159 members 
Entering Unmasked Estep 
Score: -28891220.000000 Penalty: 6162.905273
	Iteration 48Q: 3 clusters Score -2.889122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 248165 members 
Entering Unmasked Estep 
Score: -28891220.000000 Penalty: 6162.905273
	Iteration 49Q: 3 clusters Score -2.889122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 248165 members 
Entering Unmasked Estep 
Score: -28891230.000000 Penalty: 6162.905273
	Iteration 50Q: 3 clusters Score -2.889123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 248168 members 
Entering Unmasked Estep 
Score: -28891234.000000 Penalty: 6162.905273
	Iteration 51Q: 3 clusters Score -2.889123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 248170 members 
Entering Unmasked Estep 
Score: -28891242.000000 Penalty: 6162.905273
	Iteration 52Q: 3 clusters Score -2.889124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 248174 members 
Entering Unmasked Estep 
Score: -28891244.000000 Penalty: 6162.905273
	Iteration 53Q: 3 clusters Score -2.889124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 248174 members 
Entering Unmasked Estep 
Score: -28891256.000000 Penalty: 6162.905273
	Iteration 54Q: 3 clusters Score -2.889126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 248175 members 
Entering Unmasked Estep 
Score: -28891262.000000 Penalty: 6162.905273
	Iteration 55Q: 3 clusters Score -2.889126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 248176 members 
Entering Unmasked Estep 
Score: -28891260.000000 Penalty: 6162.905273
	Iteration 56Q: 3 clusters Score -2.889126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 248176 members 
Entering Unmasked Estep 
Score: -28891260.000000 Penalty: 6162.905273
	Iteration 57Q: 3 clusters Score -2.889126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 248173 members 
Entering Unmasked Estep 
Score: -28891276.000000 Penalty: 6162.905273
	Iteration 58Q: 3 clusters Score -2.889128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 248173 members 
Entering Unmasked Estep 
Score: -28891276.000000 Penalty: 6162.905273
	Iteration 59F: 3 clusters Score -2.889128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -321497.218750 Penalty: 1955.374878
	Iteration 0F: 2 clusters Score -321497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -318419.281250 Penalty: 3910.749756
	Iteration 0F: 3 clusters Score -318419.3 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -319007.343750 Penalty: 3910.749756
	Iteration 1F: 3 clusters Score -319007.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -319140.375000 Penalty: 3910.749756
	Iteration 2F: 3 clusters Score -319140.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -319203.343750 Penalty: 3910.749756
	Iteration 3Q: 3 clusters Score -319203.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -319244.250000 Penalty: 3910.749756
	Iteration 4Q: 3 clusters Score -319244.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -319281.062500 Penalty: 3910.749756
	Iteration 5Q: 3 clusters Score -319281.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -319306.500000 Penalty: 3910.749756
	Iteration 6Q: 3 clusters Score -319306.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -319327.031250 Penalty: 3910.749756
	Iteration 7Q: 3 clusters Score -319327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -319349.093750 Penalty: 3910.749756
	Iteration 8Q: 3 clusters Score -319349.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -319367.187500 Penalty: 3910.749756
	Iteration 9Q: 3 clusters Score -319367.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -319383.593750 Penalty: 3910.749756
	Iteration 10Q: 3 clusters Score -319383.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -319391.906250 Penalty: 3910.749756
	Iteration 11Q: 3 clusters Score -319391.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -319401.375000 Penalty: 3910.749756
	Iteration 12Q: 3 clusters Score -319401.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -319417.312500 Penalty: 3910.749756
	Iteration 13Q: 3 clusters Score -319417.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -319423.812500 Penalty: 3910.749756
	Iteration 14Q: 3 clusters Score -319423.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -319429.562500 Penalty: 3910.749756
	Iteration 15Q: 3 clusters Score -319429.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -319434.781250 Penalty: 3910.749756
	Iteration 16Q: 3 clusters Score -319434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -319435.937500 Penalty: 3910.749756
	Iteration 17Q: 3 clusters Score -319435.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -319437.031250 Penalty: 3910.749756
	Iteration 18Q: 3 clusters Score -319437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -319437.156250 Penalty: 3910.749756
	Iteration 19Q: 3 clusters Score -319437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -319437.718750 Penalty: 3910.749756
	Iteration 20F: 3 clusters Score -319437.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -319438.531250 Penalty: 3910.749756
	Iteration 21Q: 3 clusters Score -319438.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -319438.968750 Penalty: 3910.749756
	Iteration 22Q: 3 clusters Score -319439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -319439.000000 Penalty: 3910.749756
	Iteration 23Q: 3 clusters Score -319439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -319439.000000 Penalty: 3910.749756
	Iteration 24F: 3 clusters Score -319439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Entering Unmasked Estep 
Score: -462670.968750 Penalty: 2056.241455
	Iteration 0F: 2 clusters Score -462671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -458765.250000 Penalty: 4112.482910
	Iteration 0F: 3 clusters Score -458765.2 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -459634.843750 Penalty: 4112.482910
	Iteration 1F: 3 clusters Score -459634.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -459813.562500 Penalty: 4112.482910
	Iteration 2F: 3 clusters Score -459813.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -459917.062500 Penalty: 4112.482910
	Iteration 3Q: 3 clusters Score -459917.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -459988.593750 Penalty: 4112.482910
	Iteration 4Q: 3 clusters Score -459988.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -460051.531250 Penalty: 4112.482910
	Iteration 5Q: 3 clusters Score -460051.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -460091.312500 Penalty: 4112.482910
	Iteration 6Q: 3 clusters Score -460091.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -460127.843750 Penalty: 4112.482910
	Iteration 7Q: 3 clusters Score -460127.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -460158.593750 Penalty: 4112.482910
	Iteration 8Q: 3 clusters Score -460158.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -460178.812500 Penalty: 4112.482910
	Iteration 9Q: 3 clusters Score -460178.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -460200.531250 Penalty: 4112.482910
	Iteration 10Q: 3 clusters Score -460200.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -460232.125000 Penalty: 4112.482910
	Iteration 11Q: 3 clusters Score -460232.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -460261.968750 Penalty: 4112.482910
	Iteration 12Q: 3 clusters Score -460262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -460288.281250 Penalty: 4112.482910
	Iteration 13Q: 3 clusters Score -460288.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -460321.687500 Penalty: 4112.482910
	Iteration 14Q: 3 clusters Score -460321.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -460357.156250 Penalty: 4112.482910
	Iteration 15Q: 3 clusters Score -460357.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -460386.843750 Penalty: 4112.482910
	Iteration 16Q: 3 clusters Score -460386.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -460410.593750 Penalty: 4112.482910
	Iteration 17Q: 3 clusters Score -460410.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -460439.062500 Penalty: 4112.482910
	Iteration 18Q: 3 clusters Score -460439.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -460465.375000 Penalty: 4112.482910
	Iteration 19Q: 3 clusters Score -460465.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -460483.875000 Penalty: 4112.482910
	Iteration 20F: 3 clusters Score -460483.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -460506.437500 Penalty: 4112.482910
	Iteration 21Q: 3 clusters Score -460506.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -460527.531250 Penalty: 4112.482910
	Iteration 22Q: 3 clusters Score -460527.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -460552.781250 Penalty: 4112.482910
	Iteration 23Q: 3 clusters Score -460552.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -460572.843750 Penalty: 4112.482910
	Iteration 24Q: 3 clusters Score -460572.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -460599.531250 Penalty: 4112.482910
	Iteration 25Q: 3 clusters Score -460599.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -460631.406250 Penalty: 4112.482910
	Iteration 26Q: 3 clusters Score -460631.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -460662.656250 Penalty: 4112.482910
	Iteration 27Q: 3 clusters Score -460662.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -460685.062500 Penalty: 4112.482910
	Iteration 28Q: 3 clusters Score -460685.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -460709.000000 Penalty: 4112.482910
	Iteration 29Q: 3 clusters Score -460709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -460732.625000 Penalty: 4112.482910
	Iteration 30Q: 3 clusters Score -460732.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -460762.156250 Penalty: 4112.482910
	Iteration 31Q: 3 clusters Score -460762.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -460785.062500 Penalty: 4112.482910
	Iteration 32Q: 3 clusters Score -460785.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -460805.562500 Penalty: 4112.482910
	Iteration 33Q: 3 clusters Score -460805.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -460827.187500 Penalty: 4112.482910
	Iteration 34Q: 3 clusters Score -460827.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -460842.812500 Penalty: 4112.482910
	Iteration 35Q: 3 clusters Score -460842.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -460861.500000 Penalty: 4112.482910
	Iteration 36Q: 3 clusters Score -460861.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -460880.375000 Penalty: 4112.482910
	Iteration 37Q: 3 clusters Score -460880.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -460896.281250 Penalty: 4112.482910
	Iteration 38Q: 3 clusters Score -460896.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -460909.625000 Penalty: 4112.482910
	Iteration 39Q: 3 clusters Score -460909.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -460922.312500 Penalty: 4112.482910
	Iteration 40F: 3 clusters Score -460922.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -460939.718750 Penalty: 4112.482910
	Iteration 41Q: 3 clusters Score -460939.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -460951.843750 Penalty: 4112.482910
	Iteration 42Q: 3 clusters Score -460951.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -460962.000000 Penalty: 4112.482910
	Iteration 43Q: 3 clusters Score -460962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -460978.093750 Penalty: 4112.482910
	Iteration 44Q: 3 clusters Score -460978.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -460986.937500 Penalty: 4112.482910
	Iteration 45Q: 3 clusters Score -460986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -460993.031250 Penalty: 4112.482910
	Iteration 46Q: 3 clusters Score -460993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -460995.406250 Penalty: 4112.482910
	Iteration 47Q: 3 clusters Score -460995.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -460997.781250 Penalty: 4112.482910
	Iteration 48Q: 3 clusters Score -460997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -460999.656250 Penalty: 4112.482910
	Iteration 49Q: 3 clusters Score -460999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -461002.125000 Penalty: 4112.482910
	Iteration 50Q: 3 clusters Score -461002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -461002.437500 Penalty: 4112.482910
	Iteration 51Q: 3 clusters Score -461002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -461003.781250 Penalty: 4112.482910
	Iteration 52Q: 3 clusters Score -461003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -461003.593750 Penalty: 4112.482910
	Iteration 53Q: 3 clusters Score -461003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -461003.593750 Penalty: 4112.482910
	Iteration 54F: 3 clusters Score -461003.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Entering Unmasked Estep 
Score: -4880549.500000 Penalty: 2646.114258
	Iteration 0F: 2 clusters Score -4880550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -4851425.500000 Penalty: 5292.228516
	Iteration 0F: 3 clusters Score -4851426 nChanged 19673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -4862047.500000 Penalty: 5292.228516
	Iteration 1F: 3 clusters Score -4862048 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -4862624.000000 Penalty: 5292.228516
	Iteration 2Q: 3 clusters Score -4862624 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -4863248.000000 Penalty: 5292.228516
	Iteration 3Q: 3 clusters Score -4863248 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -4864005.000000 Penalty: 5292.228516
	Iteration 4Q: 3 clusters Score -4864005 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -4864987.000000 Penalty: 5292.228516
	Iteration 5Q: 3 clusters Score -4864987 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -4866295.000000 Penalty: 5292.228516
	Iteration 6F: 3 clusters Score -4866295 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4867773.500000 Penalty: 5292.228516
	Iteration 7F: 3 clusters Score -4867774 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -4869330.000000 Penalty: 5292.228516
	Iteration 8F: 3 clusters Score -4869330 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -4870642.000000 Penalty: 5292.228516
	Iteration 9F: 3 clusters Score -4870642 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -4871518.000000 Penalty: 5292.228516
	Iteration 10Q: 3 clusters Score -4871518 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -4872063.000000 Penalty: 5292.228516
	Iteration 11Q: 3 clusters Score -4872063 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -4872445.500000 Penalty: 5292.228516
	Iteration 12Q: 3 clusters Score -4872446 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -4872754.500000 Penalty: 5292.228516
	Iteration 13Q: 3 clusters Score -4872754 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -4873023.000000 Penalty: 5292.228516
	Iteration 14Q: 3 clusters Score -4873023 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -4873240.500000 Penalty: 5292.228516
	Iteration 15Q: 3 clusters Score -4873240 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -4873428.000000 Penalty: 5292.228516
	Iteration 16Q: 3 clusters Score -4873428 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -4873637.500000 Penalty: 5292.228516
	Iteration 17Q: 3 clusters Score -4873638 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -4873857.500000 Penalty: 5292.228516
	Iteration 18Q: 3 clusters Score -4873858 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -4874087.500000 Penalty: 5292.228516
	Iteration 19Q: 3 clusters Score -4874088 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -4874331.500000 Penalty: 5292.228516
	Iteration 20F: 3 clusters Score -4874332 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -4874591.500000 Penalty: 5292.228516
	Iteration 21Q: 3 clusters Score -4874592 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -4874861.000000 Penalty: 5292.228516
	Iteration 22Q: 3 clusters Score -4874861 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -4875071.500000 Penalty: 5292.228516
	Iteration 23Q: 3 clusters Score -4875072 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -4875341.500000 Penalty: 5292.228516
	Iteration 24Q: 3 clusters Score -4875342 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4875563.000000 Penalty: 5292.228516
	Iteration 25Q: 3 clusters Score -4875563 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4875790.500000 Penalty: 5292.228516
	Iteration 26Q: 3 clusters Score -4875790 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -4876045.500000 Penalty: 5292.228516
	Iteration 27Q: 3 clusters Score -4876046 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4876238.500000 Penalty: 5292.228516
	Iteration 28Q: 3 clusters Score -4876238 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4876453.000000 Penalty: 5292.228516
	Iteration 29Q: 3 clusters Score -4876453 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -4876663.000000 Penalty: 5292.228516
	Iteration 30Q: 3 clusters Score -4876663 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4876875.500000 Penalty: 5292.228516
	Iteration 31Q: 3 clusters Score -4876876 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4877088.000000 Penalty: 5292.228516
	Iteration 32Q: 3 clusters Score -4877088 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4877232.500000 Penalty: 5292.228516
	Iteration 33Q: 3 clusters Score -4877232 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -4877354.000000 Penalty: 5292.228516
	Iteration 34Q: 3 clusters Score -4877354 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -4877495.000000 Penalty: 5292.228516
	Iteration 35Q: 3 clusters Score -4877495 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -4877608.500000 Penalty: 5292.228516
	Iteration 36Q: 3 clusters Score -4877608 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -4877703.000000 Penalty: 5292.228516
	Iteration 37Q: 3 clusters Score -4877703 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -4877795.500000 Penalty: 5292.228516
	Iteration 38Q: 3 clusters Score -4877796 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -4877855.000000 Penalty: 5292.228516
	Iteration 39Q: 3 clusters Score -4877855 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -4877905.500000 Penalty: 5292.228516
	Iteration 40F: 3 clusters Score -4877906 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -4877943.500000 Penalty: 5292.228516
	Iteration 41Q: 3 clusters Score -4877944 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -4877993.500000 Penalty: 5292.228516
	Iteration 42Q: 3 clusters Score -4877994 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -4878022.000000 Penalty: 5292.228516
	Iteration 43Q: 3 clusters Score -4878022 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -4878042.500000 Penalty: 5292.228516
	Iteration 44Q: 3 clusters Score -4878042 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -4878077.500000 Penalty: 5292.228516
	Iteration 45Q: 3 clusters Score -4878078 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -4878119.000000 Penalty: 5292.228516
	Iteration 46Q: 3 clusters Score -4878119 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -4878145.500000 Penalty: 5292.228516
	Iteration 47Q: 3 clusters Score -4878146 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -4878163.500000 Penalty: 5292.228516
	Iteration 48Q: 3 clusters Score -4878164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -4878207.000000 Penalty: 5292.228516
	Iteration 49Q: 3 clusters Score -4878207 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -4878251.500000 Penalty: 5292.228516
	Iteration 50Q: 3 clusters Score -4878252 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -4878277.500000 Penalty: 5292.228516
	Iteration 51Q: 3 clusters Score -4878278 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -4878297.500000 Penalty: 5292.228516
	Iteration 52Q: 3 clusters Score -4878298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -4878322.000000 Penalty: 5292.228516
	Iteration 53Q: 3 clusters Score -4878322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -4878337.000000 Penalty: 5292.228516
	Iteration 54Q: 3 clusters Score -4878337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -4878338.000000 Penalty: 5292.228516
	Iteration 55Q: 3 clusters Score -4878338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -4878357.000000 Penalty: 5292.228516
	Iteration 56Q: 3 clusters Score -4878357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -4878372.000000 Penalty: 5292.228516
	Iteration 57Q: 3 clusters Score -4878372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -4878371.500000 Penalty: 5292.228516
	Iteration 58Q: 3 clusters Score -4878372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -4878381.500000 Penalty: 5292.228516
	Iteration 59Q: 3 clusters Score -4878382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -4878389.000000 Penalty: 5292.228516
	Iteration 60F: 3 clusters Score -4878389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -4878392.000000 Penalty: 5292.228516
	Iteration 61Q: 3 clusters Score -4878392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -4878402.500000 Penalty: 5292.228516
	Iteration 62Q: 3 clusters Score -4878402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -4878403.500000 Penalty: 5292.228516
	Iteration 63Q: 3 clusters Score -4878404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -4878422.000000 Penalty: 5292.228516
	Iteration 64Q: 3 clusters Score -4878422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -4878440.000000 Penalty: 5292.228516
	Iteration 65Q: 3 clusters Score -4878440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -4878450.000000 Penalty: 5292.228516
	Iteration 66Q: 3 clusters Score -4878450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -4878456.000000 Penalty: 5292.228516
	Iteration 67Q: 3 clusters Score -4878456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -4878462.500000 Penalty: 5292.228516
	Iteration 68Q: 3 clusters Score -4878462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -4878470.500000 Penalty: 5292.228516
	Iteration 69Q: 3 clusters Score -4878470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -4878475.500000 Penalty: 5292.228516
	Iteration 70Q: 3 clusters Score -4878476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -4878475.000000 Penalty: 5292.228516
	Iteration 71Q: 3 clusters Score -4878475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -4878499.000000 Penalty: 5292.228516
	Iteration 72Q: 3 clusters Score -4878499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -4878500.000000 Penalty: 5292.228516
	Iteration 73Q: 3 clusters Score -4878500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -4878511.500000 Penalty: 5292.228516
	Iteration 74Q: 3 clusters Score -4878512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -4878517.500000 Penalty: 5292.228516
	Iteration 75Q: 3 clusters Score -4878518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -4878511.500000 Penalty: 5292.228516
	Iteration 76Q: 3 clusters Score -4878512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -4878515.000000 Penalty: 5292.228516
	Iteration 77Q: 3 clusters Score -4878515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -4878519.000000 Penalty: 5292.228516
	Iteration 78Q: 3 clusters Score -4878519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -4878521.500000 Penalty: 5292.228516
	Iteration 79Q: 3 clusters Score -4878522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -4878528.000000 Penalty: 5292.228516
	Iteration 80F: 3 clusters Score -4878528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -4878522.000000 Penalty: 5292.228516
	Iteration 81Q: 3 clusters Score -4878522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -4878519.500000 Penalty: 5292.228516
	Iteration 82Q: 3 clusters Score -4878520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -4878525.500000 Penalty: 5292.228516
	Iteration 83Q: 3 clusters Score -4878526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -4878531.000000 Penalty: 5292.228516
	Iteration 84Q: 3 clusters Score -4878531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -4878533.500000 Penalty: 5292.228516
	Iteration 85Q: 3 clusters Score -4878534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -4878536.500000 Penalty: 5292.228516
	Iteration 86Q: 3 clusters Score -4878536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -4878532.500000 Penalty: 5292.228516
	Iteration 87Q: 3 clusters Score -4878532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -4878532.500000 Penalty: 5292.228516
	Iteration 88F: 3 clusters Score -4878532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Entering Unmasked Estep 
Score: -3077749.500000 Penalty: 2521.978516
	Iteration 0F: 2 clusters Score -3077750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3059755.000000 Penalty: 5043.957031
	Iteration 0F: 3 clusters Score -3059755 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3065863.750000 Penalty: 5043.957031
	Iteration 1F: 3 clusters Score -3065864 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3066260.250000 Penalty: 5043.957031
	Iteration 2Q: 3 clusters Score -3066260 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3066646.750000 Penalty: 5043.957031
	Iteration 3Q: 3 clusters Score -3066647 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3067058.500000 Penalty: 5043.957031
	Iteration 4Q: 3 clusters Score -3067058 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3067550.500000 Penalty: 5043.957031
	Iteration 5Q: 3 clusters Score -3067550 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -3068020.750000 Penalty: 5043.957031
	Iteration 6Q: 3 clusters Score -3068021 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -3068483.000000 Penalty: 5043.957031
	Iteration 7Q: 3 clusters Score -3068483 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -3068968.750000 Penalty: 5043.957031
	Iteration 8Q: 3 clusters Score -3068969 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3069432.250000 Penalty: 5043.957031
	Iteration 9Q: 3 clusters Score -3069432 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3069982.500000 Penalty: 5043.957031
	Iteration 10Q: 3 clusters Score -3069982 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3070548.500000 Penalty: 5043.957031
	Iteration 11Q: 3 clusters Score -3070548 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3071106.500000 Penalty: 5043.957031
	Iteration 12Q: 3 clusters Score -3071106 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -3071616.500000 Penalty: 5043.957031
	Iteration 13Q: 3 clusters Score -3071616 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3072106.250000 Penalty: 5043.957031
	Iteration 14Q: 3 clusters Score -3072106 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3072539.500000 Penalty: 5043.957031
	Iteration 15Q: 3 clusters Score -3072540 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3072807.250000 Penalty: 5043.957031
	Iteration 16Q: 3 clusters Score -3072807 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -3072976.250000 Penalty: 5043.957031
	Iteration 17Q: 3 clusters Score -3072976 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3073101.500000 Penalty: 5043.957031
	Iteration 18Q: 3 clusters Score -3073102 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3073164.250000 Penalty: 5043.957031
	Iteration 19Q: 3 clusters Score -3073164 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3073198.750000 Penalty: 5043.957031
	Iteration 20F: 3 clusters Score -3073199 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -3073248.750000 Penalty: 5043.957031
	Iteration 21Q: 3 clusters Score -3073249 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3073294.750000 Penalty: 5043.957031
	Iteration 22Q: 3 clusters Score -3073295 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3073330.750000 Penalty: 5043.957031
	Iteration 23Q: 3 clusters Score -3073331 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3073376.500000 Penalty: 5043.957031
	Iteration 24Q: 3 clusters Score -3073376 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3073420.750000 Penalty: 5043.957031
	Iteration 25Q: 3 clusters Score -3073421 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3073474.250000 Penalty: 5043.957031
	Iteration 26Q: 3 clusters Score -3073474 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3073507.000000 Penalty: 5043.957031
	Iteration 27Q: 3 clusters Score -3073507 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3073566.250000 Penalty: 5043.957031
	Iteration 28Q: 3 clusters Score -3073566 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3073619.250000 Penalty: 5043.957031
	Iteration 29Q: 3 clusters Score -3073619 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3073670.000000 Penalty: 5043.957031
	Iteration 30Q: 3 clusters Score -3073670 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3073728.750000 Penalty: 5043.957031
	Iteration 31Q: 3 clusters Score -3073729 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3073802.250000 Penalty: 5043.957031
	Iteration 32Q: 3 clusters Score -3073802 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3073871.000000 Penalty: 5043.957031
	Iteration 33Q: 3 clusters Score -3073871 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3073932.750000 Penalty: 5043.957031
	Iteration 34Q: 3 clusters Score -3073933 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3074014.750000 Penalty: 5043.957031
	Iteration 35Q: 3 clusters Score -3074015 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -3074092.000000 Penalty: 5043.957031
	Iteration 36Q: 3 clusters Score -3074092 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3074175.250000 Penalty: 5043.957031
	Iteration 37Q: 3 clusters Score -3074175 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3074249.000000 Penalty: 5043.957031
	Iteration 38Q: 3 clusters Score -3074249 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3074331.750000 Penalty: 5043.957031
	Iteration 39Q: 3 clusters Score -3074332 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3074424.250000 Penalty: 5043.957031
	Iteration 40F: 3 clusters Score -3074424 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3074497.250000 Penalty: 5043.957031
	Iteration 41Q: 3 clusters Score -3074497 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3074581.000000 Penalty: 5043.957031
	Iteration 42Q: 3 clusters Score -3074581 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3074654.750000 Penalty: 5043.957031
	Iteration 43Q: 3 clusters Score -3074655 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3074738.000000 Penalty: 5043.957031
	Iteration 44Q: 3 clusters Score -3074738 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3074806.250000 Penalty: 5043.957031
	Iteration 45Q: 3 clusters Score -3074806 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3074875.500000 Penalty: 5043.957031
	Iteration 46Q: 3 clusters Score -3074876 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3074931.500000 Penalty: 5043.957031
	Iteration 47Q: 3 clusters Score -3074932 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3074985.250000 Penalty: 5043.957031
	Iteration 48Q: 3 clusters Score -3074985 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3075027.500000 Penalty: 5043.957031
	Iteration 49Q: 3 clusters Score -3075028 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3075063.250000 Penalty: 5043.957031
	Iteration 50Q: 3 clusters Score -3075063 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3075109.250000 Penalty: 5043.957031
	Iteration 51Q: 3 clusters Score -3075109 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3075150.250000 Penalty: 5043.957031
	Iteration 52Q: 3 clusters Score -3075150 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3075173.250000 Penalty: 5043.957031
	Iteration 53Q: 3 clusters Score -3075173 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3075183.000000 Penalty: 5043.957031
	Iteration 54Q: 3 clusters Score -3075183 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3075224.750000 Penalty: 5043.957031
	Iteration 55Q: 3 clusters Score -3075225 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3075259.000000 Penalty: 5043.957031
	Iteration 56Q: 3 clusters Score -3075259 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3075282.000000 Penalty: 5043.957031
	Iteration 57Q: 3 clusters Score -3075282 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3075309.000000 Penalty: 5043.957031
	Iteration 58Q: 3 clusters Score -3075309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3075333.750000 Penalty: 5043.957031
	Iteration 59Q: 3 clusters Score -3075334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3075341.500000 Penalty: 5043.957031
	Iteration 60F: 3 clusters Score -3075342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3075364.750000 Penalty: 5043.957031
	Iteration 61Q: 3 clusters Score -3075365 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3075380.500000 Penalty: 5043.957031
	Iteration 62Q: 3 clusters Score -3075380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3075375.000000 Penalty: 5043.957031
	Iteration 63Q: 3 clusters Score -3075375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3075395.500000 Penalty: 5043.957031
	Iteration 64Q: 3 clusters Score -3075396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3075413.750000 Penalty: 5043.957031
	Iteration 65Q: 3 clusters Score -3075414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3075426.750000 Penalty: 5043.957031
	Iteration 66Q: 3 clusters Score -3075427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3075437.500000 Penalty: 5043.957031
	Iteration 67Q: 3 clusters Score -3075438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3075444.500000 Penalty: 5043.957031
	Iteration 68Q: 3 clusters Score -3075444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3075452.750000 Penalty: 5043.957031
	Iteration 69Q: 3 clusters Score -3075453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3075462.500000 Penalty: 5043.957031
	Iteration 70Q: 3 clusters Score -3075462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3075465.750000 Penalty: 5043.957031
	Iteration 71Q: 3 clusters Score -3075466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3075473.250000 Penalty: 5043.957031
	Iteration 72Q: 3 clusters Score -3075473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3075483.000000 Penalty: 5043.957031
	Iteration 73Q: 3 clusters Score -3075483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3075486.500000 Penalty: 5043.957031
	Iteration 74Q: 3 clusters Score -3075486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3075492.000000 Penalty: 5043.957031
	Iteration 75Q: 3 clusters Score -3075492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3075495.250000 Penalty: 5043.957031
	Iteration 76Q: 3 clusters Score -3075495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3075499.000000 Penalty: 5043.957031
	Iteration 77Q: 3 clusters Score -3075499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3075503.000000 Penalty: 5043.957031
	Iteration 78Q: 3 clusters Score -3075503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3075513.250000 Penalty: 5043.957031
	Iteration 79Q: 3 clusters Score -3075513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3075513.250000 Penalty: 5043.957031
	Iteration 80F: 3 clusters Score -3075513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3075512.000000 Penalty: 5043.957031
	Iteration 81Q: 3 clusters Score -3075512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3075511.000000 Penalty: 5043.957031
	Iteration 82Q: 3 clusters Score -3075511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3075526.000000 Penalty: 5043.957031
	Iteration 83Q: 3 clusters Score -3075526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3075527.000000 Penalty: 5043.957031
	Iteration 84Q: 3 clusters Score -3075527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3075529.000000 Penalty: 5043.957031
	Iteration 85Q: 3 clusters Score -3075529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3075534.250000 Penalty: 5043.957031
	Iteration 86Q: 3 clusters Score -3075534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3075531.500000 Penalty: 5043.957031
	Iteration 87Q: 3 clusters Score -3075532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3075533.750000 Penalty: 5043.957031
	Iteration 88Q: 3 clusters Score -3075534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3075543.500000 Penalty: 5043.957031
	Iteration 89Q: 3 clusters Score -3075544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3075541.500000 Penalty: 5043.957031
	Iteration 90Q: 3 clusters Score -3075542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3075541.500000 Penalty: 5043.957031
	Iteration 91Q: 3 clusters Score -3075542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3075545.000000 Penalty: 5043.957031
	Iteration 92Q: 3 clusters Score -3075545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3075546.000000 Penalty: 5043.957031
	Iteration 93Q: 3 clusters Score -3075546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3075548.750000 Penalty: 5043.957031
	Iteration 94Q: 3 clusters Score -3075549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3075549.500000 Penalty: 5043.957031
	Iteration 95Q: 3 clusters Score -3075550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3075549.750000 Penalty: 5043.957031
	Iteration 96Q: 3 clusters Score -3075550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3075552.250000 Penalty: 5043.957031
	Iteration 97Q: 3 clusters Score -3075552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3075553.500000 Penalty: 5043.957031
	Iteration 98Q: 3 clusters Score -3075554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3075551.000000 Penalty: 5043.957031
	Iteration 99Q: 3 clusters Score -3075551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3075556.500000 Penalty: 5043.957031
	Iteration 100F: 3 clusters Score -3075556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3075557.000000 Penalty: 5043.957031
	Iteration 101Q: 3 clusters Score -3075557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3075554.500000 Penalty: 5043.957031
	Iteration 102Q: 3 clusters Score -3075554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3075562.000000 Penalty: 5043.957031
	Iteration 103Q: 3 clusters Score -3075562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3075562.500000 Penalty: 5043.957031
	Iteration 104Q: 3 clusters Score -3075562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3075561.750000 Penalty: 5043.957031
	Iteration 105Q: 3 clusters Score -3075562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3075568.000000 Penalty: 5043.957031
	Iteration 106Q: 3 clusters Score -3075568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3075568.500000 Penalty: 5043.957031
	Iteration 107Q: 3 clusters Score -3075568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3075567.000000 Penalty: 5043.957031
	Iteration 108Q: 3 clusters Score -3075567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3075572.000000 Penalty: 5043.957031
	Iteration 109Q: 3 clusters Score -3075572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3075570.750000 Penalty: 5043.957031
	Iteration 110Q: 3 clusters Score -3075571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3075572.250000 Penalty: 5043.957031
	Iteration 111Q: 3 clusters Score -3075572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3075573.000000 Penalty: 5043.957031
	Iteration 112Q: 3 clusters Score -3075573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3075576.000000 Penalty: 5043.957031
	Iteration 113Q: 3 clusters Score -3075576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3075572.750000 Penalty: 5043.957031
	Iteration 114Q: 3 clusters Score -3075573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3075575.250000 Penalty: 5043.957031
	Iteration 115Q: 3 clusters Score -3075575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3075579.000000 Penalty: 5043.957031
	Iteration 116Q: 3 clusters Score -3075579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3075582.500000 Penalty: 5043.957031
	Iteration 117Q: 3 clusters Score -3075582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3075582.500000 Penalty: 5043.957031
	Iteration 118Q: 3 clusters Score -3075582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3075584.000000 Penalty: 5043.957031
	Iteration 119Q: 3 clusters Score -3075584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3075582.000000 Penalty: 5043.957031
	Iteration 120F: 3 clusters Score -3075582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3075591.500000 Penalty: 5043.957031
	Iteration 121Q: 3 clusters Score -3075592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3075595.750000 Penalty: 5043.957031
	Iteration 122Q: 3 clusters Score -3075596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3075592.250000 Penalty: 5043.957031
	Iteration 123Q: 3 clusters Score -3075592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3075596.250000 Penalty: 5043.957031
	Iteration 124Q: 3 clusters Score -3075596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3075596.500000 Penalty: 5043.957031
	Iteration 125Q: 3 clusters Score -3075596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3075594.750000 Penalty: 5043.957031
	Iteration 126Q: 3 clusters Score -3075595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3075595.000000 Penalty: 5043.957031
	Iteration 127Q: 3 clusters Score -3075595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3075595.000000 Penalty: 5043.957031
	Iteration 128F: 3 clusters Score -3075595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -27869.175781 Penalty: 1409.527832
	Iteration 0F: 2 clusters Score -27869.18 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 144 members 
Entering Unmasked Estep 
Score: -26857.046875 Penalty: 2819.055664
	Iteration 0F: 3 clusters Score -26857.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27031.808594 Penalty: 2819.055664
	Iteration 1F: 3 clusters Score -27031.81 nChanged 19
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: -27089.533203 Penalty: 2819.055664
	Iteration 2F: 3 clusters Score -27089.53 nChanged 6
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: -27130.695312 Penalty: 2819.055664
	Iteration 3Q: 3 clusters Score -27130.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27194.523438 Penalty: 2819.055664
	Iteration 4Q: 3 clusters Score -27194.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27209.636719 Penalty: 2819.055664
	Iteration 5Q: 3 clusters Score -27209.64 nChanged 5
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: -27222.347656 Penalty: 2819.055664
	Iteration 6Q: 3 clusters Score -27222.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27229.283203 Penalty: 2819.055664
	Iteration 7Q: 3 clusters Score -27229.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27235.216797 Penalty: 2819.055664
	Iteration 8Q: 3 clusters Score -27235.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27241.408203 Penalty: 2819.055664
	Iteration 9Q: 3 clusters Score -27241.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27245.259766 Penalty: 2819.055664
	Iteration 10Q: 3 clusters Score -27245.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27250.181641 Penalty: 2819.055664
	Iteration 11Q: 3 clusters Score -27250.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27256.074219 Penalty: 2819.055664
	Iteration 12Q: 3 clusters Score -27256.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27272.480469 Penalty: 2819.055664
	Iteration 13Q: 3 clusters Score -27272.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27272.480469 Penalty: 2819.055664
	Iteration 14F: 3 clusters Score -27272.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Entering Unmasked Estep 
Score: -3663571.500000 Penalty: 2561.855469
	Iteration 0F: 2 clusters Score -3663572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3642684.750000 Penalty: 5123.710938
	Iteration 0F: 3 clusters Score -3642685 nChanged 13768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3650150.250000 Penalty: 5123.710938
	Iteration 1F: 3 clusters Score -3650150 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3650560.750000 Penalty: 5123.710938
	Iteration 2Q: 3 clusters Score -3650561 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3650932.000000 Penalty: 5123.710938
	Iteration 3Q: 3 clusters Score -3650932 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3651323.750000 Penalty: 5123.710938
	Iteration 4Q: 3 clusters Score -3651324 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3651719.750000 Penalty: 5123.710938
	Iteration 5Q: 3 clusters Score -3651720 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3652185.750000 Penalty: 5123.710938
	Iteration 6Q: 3 clusters Score -3652186 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3652799.000000 Penalty: 5123.710938
	Iteration 7Q: 3 clusters Score -3652799 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -3653739.750000 Penalty: 5123.710938
	Iteration 8Q: 3 clusters Score -3653740 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -3655085.500000 Penalty: 5123.710938
	Iteration 9F: 3 clusters Score -3655086 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3656593.500000 Penalty: 5123.710938
	Iteration 10F: 3 clusters Score -3656594 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3658021.250000 Penalty: 5123.710938
	Iteration 11F: 3 clusters Score -3658021 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3659142.250000 Penalty: 5123.710938
	Iteration 12Q: 3 clusters Score -3659142 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3659877.750000 Penalty: 5123.710938
	Iteration 13Q: 3 clusters Score -3659878 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -3660349.250000 Penalty: 5123.710938
	Iteration 14Q: 3 clusters Score -3660349 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3660690.250000 Penalty: 5123.710938
	Iteration 15Q: 3 clusters Score -3660690 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -3660911.250000 Penalty: 5123.710938
	Iteration 16Q: 3 clusters Score -3660911 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -3661043.000000 Penalty: 5123.710938
	Iteration 17Q: 3 clusters Score -3661043 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3661166.750000 Penalty: 5123.710938
	Iteration 18Q: 3 clusters Score -3661167 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -3661246.500000 Penalty: 5123.710938
	Iteration 19Q: 3 clusters Score -3661246 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3661292.000000 Penalty: 5123.710938
	Iteration 20F: 3 clusters Score -3661292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -3661325.250000 Penalty: 5123.710938
	Iteration 21Q: 3 clusters Score -3661325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3661344.500000 Penalty: 5123.710938
	Iteration 22Q: 3 clusters Score -3661344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3661361.500000 Penalty: 5123.710938
	Iteration 23Q: 3 clusters Score -3661362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3661375.000000 Penalty: 5123.710938
	Iteration 24Q: 3 clusters Score -3661375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3661399.500000 Penalty: 5123.710938
	Iteration 25Q: 3 clusters Score -3661400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3661415.000000 Penalty: 5123.710938
	Iteration 26Q: 3 clusters Score -3661415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3661425.250000 Penalty: 5123.710938
	Iteration 27Q: 3 clusters Score -3661425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -3661433.000000 Penalty: 5123.710938
	Iteration 28Q: 3 clusters Score -3661433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3661436.000000 Penalty: 5123.710938
	Iteration 29Q: 3 clusters Score -3661436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3661444.750000 Penalty: 5123.710938
	Iteration 30Q: 3 clusters Score -3661445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3661444.250000 Penalty: 5123.710938
	Iteration 31Q: 3 clusters Score -3661444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3661445.250000 Penalty: 5123.710938
	Iteration 32Q: 3 clusters Score -3661445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3661445.250000 Penalty: 5123.710938
	Iteration 33F: 3 clusters Score -3661445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 19796 members 
Mstep: Class 3 contains 19651 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 9 contains 18132 members 
Mstep: Class 11 contains 199113 members 
Mstep: Class 13 contains 249001 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 43037 members 
Mstep: Class 17 contains 26089 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 30640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636368.000000 Penalty: 49803.171875
Iteration 119Q: 16 clusters Score -7.463637e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 19808 members 
Mstep: Class 3 contains 19650 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 9 contains 18105 members 
Mstep: Class 11 contains 199017 members 
Mstep: Class 13 contains 249096 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 43022 members 
Mstep: Class 17 contains 25905 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 30862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636448.000000 Penalty: 49803.171875
Iteration 120F: 16 clusters Score -7.463645e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 19822 members 
Mstep: Class 3 contains 19654 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8035 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 9 contains 18048 members 
Mstep: Class 11 contains 198921 members 
Mstep: Class 13 contains 249204 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 3988 members 
Mstep: Class 16 contains 43007 members 
Mstep: Class 17 contains 25692 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 31115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636608.000000 Penalty: 49803.171875
Iteration 121Q: 16 clusters Score -7.463661e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 19833 members 
Mstep: Class 3 contains 19651 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 9 contains 17988 members 
Mstep: Class 11 contains 198813 members 
Mstep: Class 13 contains 249294 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 43005 members 
Mstep: Class 17 contains 25468 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 31407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636624.000000 Penalty: 49803.171875
Iteration 122Q: 16 clusters Score -7.463662e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 19847 members 
Mstep: Class 3 contains 19643 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8047 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 9 contains 17934 members 
Mstep: Class 11 contains 198678 members 
Mstep: Class 13 contains 249382 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 3992 members 
Mstep: Class 16 contains 43006 members 
Mstep: Class 17 contains 25246 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 31716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636824.000000 Penalty: 49803.171875
Iteration 123Q: 16 clusters Score -7.463682e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 19864 members 
Mstep: Class 3 contains 19641 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8057 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 9 contains 17882 members 
Mstep: Class 11 contains 198548 members 
Mstep: Class 13 contains 249478 members 
Mstep: Class 14 contains 2642 members 
Mstep: Class 15 contains 3993 members 
Mstep: Class 16 contains 43004 members 
Mstep: Class 17 contains 24985 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 32040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636840.000000 Penalty: 49803.171875
Iteration 124Q: 16 clusters Score -7.463684e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 19876 members 
Mstep: Class 3 contains 19634 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 9 contains 17826 members 
Mstep: Class 11 contains 198397 members 
Mstep: Class 13 contains 249592 members 
Mstep: Class 14 contains 2642 members 
Mstep: Class 15 contains 3992 members 
Mstep: Class 16 contains 43007 members 
Mstep: Class 17 contains 24747 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 32360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637056.000000 Penalty: 49803.171875
Iteration 125Q: 16 clusters Score -7.463706e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 19888 members 
Mstep: Class 3 contains 19631 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8063 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 9 contains 17760 members 
Mstep: Class 11 contains 198300 members 
Mstep: Class 13 contains 249663 members 
Mstep: Class 14 contains 2642 members 
Mstep: Class 15 contains 3990 members 
Mstep: Class 16 contains 43005 members 
Mstep: Class 17 contains 24513 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 32676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637080.000000 Penalty: 49803.171875
Iteration 126Q: 16 clusters Score -7.463708e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 19899 members 
Mstep: Class 3 contains 19631 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8071 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 9 contains 17690 members 
Mstep: Class 11 contains 198226 members 
Mstep: Class 13 contains 249716 members 
Mstep: Class 14 contains 2642 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 43002 members 
Mstep: Class 17 contains 24287 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 32976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637144.000000 Penalty: 49803.171875
Iteration 127Q: 16 clusters Score -7.463714e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 19905 members 
Mstep: Class 3 contains 19632 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8076 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 9 contains 17588 members 
Mstep: Class 11 contains 198189 members 
Mstep: Class 13 contains 249758 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 3990 members 
Mstep: Class 16 contains 42996 members 
Mstep: Class 17 contains 24015 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 33334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637040.000000 Penalty: 49803.171875
Iteration 128Q: 16 clusters Score -7.463704e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 19907 members 
Mstep: Class 3 contains 19630 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 1305 members 
Mstep: Class 9 contains 17455 members 
Mstep: Class 11 contains 198151 members 
Mstep: Class 13 contains 249773 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 42995 members 
Mstep: Class 17 contains 23766 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 33730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636992.000000 Penalty: 49803.171875
Iteration 129Q: 16 clusters Score -7.463699e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 19915 members 
Mstep: Class 3 contains 19620 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8083 members 
Mstep: Class 6 contains 1305 members 
Mstep: Class 9 contains 17308 members 
Mstep: Class 11 contains 198095 members 
Mstep: Class 13 contains 249815 members 
Mstep: Class 14 contains 2639 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 42996 members 
Mstep: Class 17 contains 23520 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 34140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636960.000000 Penalty: 49803.171875
Iteration 130Q: 16 clusters Score -7.463696e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 19924 members 
Mstep: Class 3 contains 19617 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8090 members 
Mstep: Class 6 contains 1305 members 
Mstep: Class 9 contains 17145 members 
Mstep: Class 11 contains 198080 members 
Mstep: Class 13 contains 249836 members 
Mstep: Class 14 contains 2637 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 43009 members 
Mstep: Class 17 contains 23251 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 34546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637032.000000 Penalty: 49803.171875
Iteration 131Q: 16 clusters Score -7.463703e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 19934 members 
Mstep: Class 3 contains 19605 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8092 members 
Mstep: Class 6 contains 1305 members 
Mstep: Class 9 contains 16974 members 
Mstep: Class 11 contains 198049 members 
Mstep: Class 13 contains 249859 members 
Mstep: Class 14 contains 2639 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 43009 members 
Mstep: Class 17 contains 22980 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 34994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637112.000000 Penalty: 49803.171875
Iteration 132Q: 16 clusters Score -7.463711e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 19955 members 
Mstep: Class 3 contains 19601 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8093 members 
Mstep: Class 6 contains 1305 members 
Mstep: Class 9 contains 16766 members 
Mstep: Class 11 contains 197977 members 
Mstep: Class 13 contains 249904 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 43002 members 
Mstep: Class 17 contains 22724 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 35475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637208.000000 Penalty: 49803.171875
Iteration 133Q: 16 clusters Score -7.463721e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 19969 members 
Mstep: Class 3 contains 19596 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 1305 members 
Mstep: Class 9 contains 16533 members 
Mstep: Class 11 contains 197897 members 
Mstep: Class 13 contains 249917 members 
Mstep: Class 14 contains 2637 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 42997 members 
Mstep: Class 17 contains 22474 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 36022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637320.000000 Penalty: 49803.171875
Iteration 134Q: 16 clusters Score -7.463732e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 19979 members 
Mstep: Class 3 contains 19594 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 1305 members 
Mstep: Class 9 contains 16280 members 
Mstep: Class 11 contains 197784 members 
Mstep: Class 13 contains 249936 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 42995 members 
Mstep: Class 17 contains 22278 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 36561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637376.000000 Penalty: 49803.171875
Iteration 135Q: 16 clusters Score -7.463738e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 19987 members 
Mstep: Class 3 contains 19588 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8098 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 9 contains 15964 members 
Mstep: Class 11 contains 197686 members 
Mstep: Class 13 contains 249994 members 
Mstep: Class 14 contains 2639 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 42995 members 
Mstep: Class 17 contains 22083 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 37110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637664.000000 Penalty: 49803.171875
Iteration 136Q: 16 clusters Score -7.463766e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 20002 members 
Mstep: Class 3 contains 19577 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8098 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 9 contains 15619 members 
Mstep: Class 11 contains 197605 members 
Mstep: Class 13 contains 250023 members 
Mstep: Class 14 contains 2637 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 42996 members 
Mstep: Class 17 contains 21948 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 37641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637912.000000 Penalty: 49803.171875
Iteration 137Q: 16 clusters Score -7.463791e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 20016 members 
Mstep: Class 3 contains 19575 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8106 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 11 contains 197498 members 
Mstep: Class 13 contains 250071 members 
Mstep: Class 14 contains 2635 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 43001 members 
Mstep: Class 17 contains 21840 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 38175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638400.000000 Penalty: 49803.171875
Iteration 138Q: 16 clusters Score -7.46384e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 20030 members 
Mstep: Class 3 contains 19567 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 9 contains 14843 members 
Mstep: Class 11 contains 197385 members 
Mstep: Class 13 contains 250106 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 43004 members 
Mstep: Class 17 contains 21729 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 38746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638688.000000 Penalty: 49803.171875
Iteration 139Q: 16 clusters Score -7.463869e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 20049 members 
Mstep: Class 3 contains 19564 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8113 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 9 contains 14357 members 
Mstep: Class 11 contains 197309 members 
Mstep: Class 13 contains 250144 members 
Mstep: Class 14 contains 2629 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 43007 members 
Mstep: Class 17 contains 21650 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 39329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639016.000000 Penalty: 49803.171875
Iteration 140F: 16 clusters Score -7.463902e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 20058 members 
Mstep: Class 3 contains 19561 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8114 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 9 contains 13860 members 
Mstep: Class 11 contains 197227 members 
Mstep: Class 13 contains 250206 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 43006 members 
Mstep: Class 17 contains 21592 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 39899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639520.000000 Penalty: 49803.171875
Iteration 141Q: 16 clusters Score -7.463952e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 20079 members 
Mstep: Class 3 contains 19548 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8111 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 9 contains 13290 members 
Mstep: Class 11 contains 197167 members 
Mstep: Class 13 contains 250255 members 
Mstep: Class 14 contains 2617 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 16 contains 43001 members 
Mstep: Class 17 contains 21528 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 40547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640088.000000 Penalty: 49803.171875
Iteration 142Q: 16 clusters Score -7.464009e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 20098 members 
Mstep: Class 3 contains 19538 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 9 contains 12669 members 
Mstep: Class 11 contains 197069 members 
Mstep: Class 13 contains 250294 members 
Mstep: Class 14 contains 2615 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 42993 members 
Mstep: Class 17 contains 21477 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 41265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640808.000000 Penalty: 49803.171875
Iteration 143Q: 16 clusters Score -7.464081e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 20113 members 
Mstep: Class 3 contains 19527 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 9 contains 12068 members 
Mstep: Class 11 contains 196949 members 
Mstep: Class 13 contains 250267 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 42977 members 
Mstep: Class 17 contains 21489 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 42019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641880.000000 Penalty: 49803.171875
Iteration 144Q: 16 clusters Score -7.464188e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 20134 members 
Mstep: Class 3 contains 19519 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 9 contains 11533 members 
Mstep: Class 11 contains 196773 members 
Mstep: Class 13 contains 250113 members 
Mstep: Class 14 contains 2610 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 42956 members 
Mstep: Class 17 contains 21561 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 42822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643456.000000 Penalty: 49803.171875
Iteration 145Q: 16 clusters Score -7.464346e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 20152 members 
Mstep: Class 3 contains 19509 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8113 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 9 contains 11143 members 
Mstep: Class 11 contains 196485 members 
Mstep: Class 13 contains 249881 members 
Mstep: Class 14 contains 2608 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 42932 members 
Mstep: Class 17 contains 21657 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 43650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645288.000000 Penalty: 49803.171875
Iteration 146Q: 16 clusters Score -7.464529e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 20165 members 
Mstep: Class 3 contains 19498 members 
Mstep: Class 4 contains 1717 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 9 contains 10946 members 
Mstep: Class 11 contains 196033 members 
Mstep: Class 13 contains 249580 members 
Mstep: Class 14 contains 2604 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 42896 members 
Mstep: Class 17 contains 21780 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 44518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646808.000000 Penalty: 49803.171875
Iteration 147Q: 16 clusters Score -7.464681e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 20167 members 
Mstep: Class 3 contains 19466 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 8102 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 9 contains 10916 members 
Mstep: Class 11 contains 195525 members 
Mstep: Class 13 contains 249270 members 
Mstep: Class 14 contains 2601 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 42850 members 
Mstep: Class 17 contains 21834 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 45393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648496.000000 Penalty: 49803.171875
Iteration 148Q: 16 clusters Score -7.46485e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 20178 members 
Mstep: Class 3 contains 19445 members 
Mstep: Class 4 contains 1715 members 
Mstep: Class 5 contains 8095 members 
Mstep: Class 6 contains 1303 members 
Mstep: Class 9 contains 10957 members 
Mstep: Class 11 contains 195009 members 
Mstep: Class 13 contains 248909 members 
Mstep: Class 14 contains 2599 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 42797 members 
Mstep: Class 17 contains 21833 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 46319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74649792.000000 Penalty: 49803.171875
Iteration 149Q: 16 clusters Score -7.464979e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 20184 members 
Mstep: Class 3 contains 19421 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 8094 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 9 contains 11087 members 
Mstep: Class 11 contains 194438 members 
Mstep: Class 13 contains 248545 members 
Mstep: Class 14 contains 2598 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 42737 members 
Mstep: Class 17 contains 21757 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 47287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651256.000000 Penalty: 49803.171875
Iteration 150Q: 16 clusters Score -7.465126e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 20186 members 
Mstep: Class 3 contains 19398 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 8098 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 9 contains 11233 members 
Mstep: Class 11 contains 193919 members 
Mstep: Class 13 contains 248257 members 
Mstep: Class 14 contains 2595 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 42642 members 
Mstep: Class 17 contains 21612 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 48205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652264.000000 Penalty: 49803.171875
Iteration 151Q: 16 clusters Score -7.465226e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 20196 members 
Mstep: Class 3 contains 19373 members 
Mstep: Class 4 contains 1711 members 
Mstep: Class 5 contains 8094 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 9 contains 11354 members 
Mstep: Class 11 contains 193433 members 
Mstep: Class 13 contains 248008 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 42538 members 
Mstep: Class 17 contains 21517 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 49042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653136.000000 Penalty: 49803.171875
Iteration 152Q: 16 clusters Score -7.465314e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 20197 members 
Mstep: Class 3 contains 19339 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 1299 members 
Mstep: Class 9 contains 11472 members 
Mstep: Class 11 contains 192935 members 
Mstep: Class 13 contains 247874 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 42436 members 
Mstep: Class 17 contains 21500 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 49712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653944.000000 Penalty: 49803.171875
Iteration 153Q: 16 clusters Score -7.465394e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 20210 members 
Mstep: Class 3 contains 19310 members 
Mstep: Class 4 contains 1706 members 
Mstep: Class 5 contains 8101 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 9 contains 11574 members 
Mstep: Class 11 contains 192377 members 
Mstep: Class 13 contains 247856 members 
Mstep: Class 14 contains 2595 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 42338 members 
Mstep: Class 17 contains 21463 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 50325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654496.000000 Penalty: 49803.171875
Iteration 154Q: 16 clusters Score -7.46545e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 20219 members 
Mstep: Class 3 contains 19285 members 
Mstep: Class 4 contains 1705 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 9 contains 11641 members 
Mstep: Class 11 contains 191893 members 
Mstep: Class 13 contains 247918 members 
Mstep: Class 14 contains 2595 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 42235 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 50832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74654824.000000 Penalty: 49803.171875
Iteration 155Q: 16 clusters Score -7.465482e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 20224 members 
Mstep: Class 3 contains 19252 members 
Mstep: Class 4 contains 1703 members 
Mstep: Class 5 contains 8112 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 9 contains 11693 members 
Mstep: Class 11 contains 191428 members 
Mstep: Class 13 contains 248000 members 
Mstep: Class 14 contains 2592 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 42150 members 
Mstep: Class 17 contains 21465 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 51245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655272.000000 Penalty: 49803.171875
Iteration 156Q: 16 clusters Score -7.465527e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 20238 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 1702 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 9 contains 11724 members 
Mstep: Class 11 contains 190977 members 
Mstep: Class 13 contains 248178 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 42077 members 
Mstep: Class 17 contains 21447 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 51597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655408.000000 Penalty: 49803.171875
Iteration 157Q: 16 clusters Score -7.465541e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 20259 members 
Mstep: Class 3 contains 19211 members 
Mstep: Class 4 contains 1701 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 9 contains 11754 members 
Mstep: Class 11 contains 190525 members 
Mstep: Class 13 contains 248331 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 42011 members 
Mstep: Class 17 contains 21449 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 51926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655536.000000 Penalty: 49803.171875
Iteration 158Q: 16 clusters Score -7.465554e+07 nChanged 1208
Entering ConstructFrom: 
Score: -74655536.000000 Penalty: 49803.171875
Entering ConstructFrom: 
Trying to split cluster 1 (28659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Entering Unmasked Estep 
Score: -3321506.250000 Penalty: 2545.279297
	Iteration 0F: 2 clusters Score -3321506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3301907.750000 Penalty: 5090.558594
	Iteration 0F: 3 clusters Score -3301908 nChanged 12832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3309013.750000 Penalty: 5090.558594
	Iteration 1F: 3 clusters Score -3309014 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3309693.000000 Penalty: 5090.558594
	Iteration 2F: 3 clusters Score -3309693 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3310276.750000 Penalty: 5090.558594
	Iteration 3Q: 3 clusters Score -3310277 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3310815.000000 Penalty: 5090.558594
	Iteration 4Q: 3 clusters Score -3310815 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3311322.250000 Penalty: 5090.558594
	Iteration 5Q: 3 clusters Score -3311322 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3311876.750000 Penalty: 5090.558594
	Iteration 6Q: 3 clusters Score -3311877 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3312432.000000 Penalty: 5090.558594
	Iteration 7Q: 3 clusters Score -3312432 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3313041.750000 Penalty: 5090.558594
	Iteration 8Q: 3 clusters Score -3313042 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3313615.000000 Penalty: 5090.558594
	Iteration 9Q: 3 clusters Score -3313615 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3314184.250000 Penalty: 5090.558594
	Iteration 10Q: 3 clusters Score -3314184 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3314734.000000 Penalty: 5090.558594
	Iteration 11Q: 3 clusters Score -3314734 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -3315322.500000 Penalty: 5090.558594
	Iteration 12Q: 3 clusters Score -3315322 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3315943.750000 Penalty: 5090.558594
	Iteration 13Q: 3 clusters Score -3315944 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3316642.250000 Penalty: 5090.558594
	Iteration 14Q: 3 clusters Score -3316642 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3317333.500000 Penalty: 5090.558594
	Iteration 15Q: 3 clusters Score -3317334 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3318018.000000 Penalty: 5090.558594
	Iteration 16Q: 3 clusters Score -3318018 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3318603.500000 Penalty: 5090.558594
	Iteration 17Q: 3 clusters Score -3318604 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3319054.000000 Penalty: 5090.558594
	Iteration 18Q: 3 clusters Score -3319054 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3319451.250000 Penalty: 5090.558594
	Iteration 19Q: 3 clusters Score -3319451 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3319718.250000 Penalty: 5090.558594
	Iteration 20F: 3 clusters Score -3319718 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3319921.000000 Penalty: 5090.558594
	Iteration 21Q: 3 clusters Score -3319921 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3320077.000000 Penalty: 5090.558594
	Iteration 22Q: 3 clusters Score -3320077 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3320198.750000 Penalty: 5090.558594
	Iteration 23Q: 3 clusters Score -3320199 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3320278.750000 Penalty: 5090.558594
	Iteration 24Q: 3 clusters Score -3320279 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3320332.000000 Penalty: 5090.558594
	Iteration 25Q: 3 clusters Score -3320332 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3320381.750000 Penalty: 5090.558594
	Iteration 26Q: 3 clusters Score -3320382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3320412.250000 Penalty: 5090.558594
	Iteration 27Q: 3 clusters Score -3320412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3320439.000000 Penalty: 5090.558594
	Iteration 28Q: 3 clusters Score -3320439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3320446.500000 Penalty: 5090.558594
	Iteration 29Q: 3 clusters Score -3320446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -3320453.000000 Penalty: 5090.558594
	Iteration 30Q: 3 clusters Score -3320453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -3320458.000000 Penalty: 5090.558594
	Iteration 31Q: 3 clusters Score -3320458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3320458.250000 Penalty: 5090.558594
	Iteration 32Q: 3 clusters Score -3320458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3320460.250000 Penalty: 5090.558594
	Iteration 33Q: 3 clusters Score -3320460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3320467.000000 Penalty: 5090.558594
	Iteration 34Q: 3 clusters Score -3320467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3320468.250000 Penalty: 5090.558594
	Iteration 35Q: 3 clusters Score -3320468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3320466.500000 Penalty: 5090.558594
	Iteration 36Q: 3 clusters Score -3320466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3320466.500000 Penalty: 5090.558594
	Iteration 37F: 3 clusters Score -3320466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Entering Unmasked Estep 
Score: -2379639.500000 Penalty: 2459.353760
	Iteration 0F: 2 clusters Score -2379640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2365384.000000 Penalty: 4918.707520
	Iteration 0F: 3 clusters Score -2365384 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2370165.500000 Penalty: 4918.707520
	Iteration 1F: 3 clusters Score -2370166 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2370570.250000 Penalty: 4918.707520
	Iteration 2F: 3 clusters Score -2370570 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2370946.000000 Penalty: 4918.707520
	Iteration 3Q: 3 clusters Score -2370946 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2371342.000000 Penalty: 4918.707520
	Iteration 4Q: 3 clusters Score -2371342 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2371749.250000 Penalty: 4918.707520
	Iteration 5Q: 3 clusters Score -2371749 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2372161.250000 Penalty: 4918.707520
	Iteration 6Q: 3 clusters Score -2372161 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2372667.500000 Penalty: 4918.707520
	Iteration 7Q: 3 clusters Score -2372668 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2373363.250000 Penalty: 4918.707520
	Iteration 8F: 3 clusters Score -2373363 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2374303.750000 Penalty: 4918.707520
	Iteration 9F: 3 clusters Score -2374304 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2375372.500000 Penalty: 4918.707520
	Iteration 10F: 3 clusters Score -2375372 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2376336.000000 Penalty: 4918.707520
	Iteration 11F: 3 clusters Score -2376336 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2376934.500000 Penalty: 4918.707520
	Iteration 12Q: 3 clusters Score -2376934 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2377272.750000 Penalty: 4918.707520
	Iteration 13Q: 3 clusters Score -2377273 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2377439.250000 Penalty: 4918.707520
	Iteration 14Q: 3 clusters Score -2377439 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2377513.000000 Penalty: 4918.707520
	Iteration 15Q: 3 clusters Score -2377513 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2377568.750000 Penalty: 4918.707520
	Iteration 16Q: 3 clusters Score -2377569 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2377604.000000 Penalty: 4918.707520
	Iteration 17Q: 3 clusters Score -2377604 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2377637.500000 Penalty: 4918.707520
	Iteration 18Q: 3 clusters Score -2377638 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2377658.000000 Penalty: 4918.707520
	Iteration 19Q: 3 clusters Score -2377658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2377674.500000 Penalty: 4918.707520
	Iteration 20F: 3 clusters Score -2377674 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2377687.000000 Penalty: 4918.707520
	Iteration 21Q: 3 clusters Score -2377687 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2377705.250000 Penalty: 4918.707520
	Iteration 22Q: 3 clusters Score -2377705 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2377716.000000 Penalty: 4918.707520
	Iteration 23Q: 3 clusters Score -2377716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2377726.750000 Penalty: 4918.707520
	Iteration 24Q: 3 clusters Score -2377727 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2377749.500000 Penalty: 4918.707520
	Iteration 25Q: 3 clusters Score -2377750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2377759.750000 Penalty: 4918.707520
	Iteration 26Q: 3 clusters Score -2377760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2377785.250000 Penalty: 4918.707520
	Iteration 27Q: 3 clusters Score -2377785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2377797.250000 Penalty: 4918.707520
	Iteration 28Q: 3 clusters Score -2377797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2377810.500000 Penalty: 4918.707520
	Iteration 29Q: 3 clusters Score -2377810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2377828.500000 Penalty: 4918.707520
	Iteration 30Q: 3 clusters Score -2377828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2377829.250000 Penalty: 4918.707520
	Iteration 31Q: 3 clusters Score -2377829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2377842.750000 Penalty: 4918.707520
	Iteration 32Q: 3 clusters Score -2377843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2377848.750000 Penalty: 4918.707520
	Iteration 33Q: 3 clusters Score -2377849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2377859.500000 Penalty: 4918.707520
	Iteration 34Q: 3 clusters Score -2377860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2377871.500000 Penalty: 4918.707520
	Iteration 35Q: 3 clusters Score -2377872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2377876.500000 Penalty: 4918.707520
	Iteration 36Q: 3 clusters Score -2377876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2377877.500000 Penalty: 4918.707520
	Iteration 37Q: 3 clusters Score -2377878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2377879.250000 Penalty: 4918.707520
	Iteration 38Q: 3 clusters Score -2377879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2377888.750000 Penalty: 4918.707520
	Iteration 39Q: 3 clusters Score -2377889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2377892.000000 Penalty: 4918.707520
	Iteration 40F: 3 clusters Score -2377892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2377892.750000 Penalty: 4918.707520
	Iteration 41Q: 3 clusters Score -2377893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2377901.250000 Penalty: 4918.707520
	Iteration 42Q: 3 clusters Score -2377901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2377901.250000 Penalty: 4918.707520
	Iteration 43Q: 3 clusters Score -2377901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2377905.250000 Penalty: 4918.707520
	Iteration 44Q: 3 clusters Score -2377905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2377906.250000 Penalty: 4918.707520
	Iteration 45Q: 3 clusters Score -2377906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2377905.750000 Penalty: 4918.707520
	Iteration 46Q: 3 clusters Score -2377906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2377911.250000 Penalty: 4918.707520
	Iteration 47Q: 3 clusters Score -2377911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2377913.000000 Penalty: 4918.707520
	Iteration 48Q: 3 clusters Score -2377913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2377916.000000 Penalty: 4918.707520
	Iteration 49Q: 3 clusters Score -2377916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2377923.500000 Penalty: 4918.707520
	Iteration 50Q: 3 clusters Score -2377924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2377922.750000 Penalty: 4918.707520
	Iteration 51Q: 3 clusters Score -2377923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2377926.750000 Penalty: 4918.707520
	Iteration 52Q: 3 clusters Score -2377927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2377933.750000 Penalty: 4918.707520
	Iteration 53Q: 3 clusters Score -2377934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2377933.500000 Penalty: 4918.707520
	Iteration 54Q: 3 clusters Score -2377934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2377934.250000 Penalty: 4918.707520
	Iteration 55Q: 3 clusters Score -2377934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2377935.500000 Penalty: 4918.707520
	Iteration 56Q: 3 clusters Score -2377936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2377938.000000 Penalty: 4918.707520
	Iteration 57Q: 3 clusters Score -2377938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2377939.250000 Penalty: 4918.707520
	Iteration 58Q: 3 clusters Score -2377939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2377942.000000 Penalty: 4918.707520
	Iteration 59Q: 3 clusters Score -2377942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2377943.000000 Penalty: 4918.707520
	Iteration 60F: 3 clusters Score -2377943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2377948.500000 Penalty: 4918.707520
	Iteration 61Q: 3 clusters Score -2377948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2377952.250000 Penalty: 4918.707520
	Iteration 62Q: 3 clusters Score -2377952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2377956.250000 Penalty: 4918.707520
	Iteration 63Q: 3 clusters Score -2377956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2377961.750000 Penalty: 4918.707520
	Iteration 64Q: 3 clusters Score -2377962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2377962.000000 Penalty: 4918.707520
	Iteration 65Q: 3 clusters Score -2377962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2377964.000000 Penalty: 4918.707520
	Iteration 66Q: 3 clusters Score -2377964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2377969.000000 Penalty: 4918.707520
	Iteration 67Q: 3 clusters Score -2377969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2377973.250000 Penalty: 4918.707520
	Iteration 68Q: 3 clusters Score -2377973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2377974.500000 Penalty: 4918.707520
	Iteration 69Q: 3 clusters Score -2377974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2377976.750000 Penalty: 4918.707520
	Iteration 70Q: 3 clusters Score -2377977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2377984.000000 Penalty: 4918.707520
	Iteration 71Q: 3 clusters Score -2377984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2377982.750000 Penalty: 4918.707520
	Iteration 72Q: 3 clusters Score -2377983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2377986.000000 Penalty: 4918.707520
	Iteration 73Q: 3 clusters Score -2377986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2377995.500000 Penalty: 4918.707520
	Iteration 74Q: 3 clusters Score -2377996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2377995.250000 Penalty: 4918.707520
	Iteration 75Q: 3 clusters Score -2377995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2377999.500000 Penalty: 4918.707520
	Iteration 76Q: 3 clusters Score -2378000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2378001.750000 Penalty: 4918.707520
	Iteration 77Q: 3 clusters Score -2378002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2378007.500000 Penalty: 4918.707520
	Iteration 78Q: 3 clusters Score -2378008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2378009.000000 Penalty: 4918.707520
	Iteration 79Q: 3 clusters Score -2378009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2378011.250000 Penalty: 4918.707520
	Iteration 80F: 3 clusters Score -2378011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2378008.000000 Penalty: 4918.707520
	Iteration 81Q: 3 clusters Score -2378008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2378011.250000 Penalty: 4918.707520
	Iteration 82Q: 3 clusters Score -2378011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2378009.250000 Penalty: 4918.707520
	Iteration 83Q: 3 clusters Score -2378009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2378015.750000 Penalty: 4918.707520
	Iteration 84Q: 3 clusters Score -2378016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2378018.750000 Penalty: 4918.707520
	Iteration 85Q: 3 clusters Score -2378019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2378016.750000 Penalty: 4918.707520
	Iteration 86Q: 3 clusters Score -2378017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2378025.750000 Penalty: 4918.707520
	Iteration 87Q: 3 clusters Score -2378026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2378021.250000 Penalty: 4918.707520
	Iteration 88Q: 3 clusters Score -2378021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2378020.500000 Penalty: 4918.707520
	Iteration 89Q: 3 clusters Score -2378020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2378021.750000 Penalty: 4918.707520
	Iteration 90Q: 3 clusters Score -2378022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2378019.750000 Penalty: 4918.707520
	Iteration 91Q: 3 clusters Score -2378020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2378014.750000 Penalty: 4918.707520
	Iteration 92Q: 3 clusters Score -2378015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2378017.250000 Penalty: 4918.707520
	Iteration 93Q: 3 clusters Score -2378017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2378019.750000 Penalty: 4918.707520
	Iteration 94Q: 3 clusters Score -2378020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2378017.250000 Penalty: 4918.707520
	Iteration 95Q: 3 clusters Score -2378017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2378021.750000 Penalty: 4918.707520
	Iteration 96Q: 3 clusters Score -2378022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2378022.000000 Penalty: 4918.707520
	Iteration 97Q: 3 clusters Score -2378022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2378021.000000 Penalty: 4918.707520
	Iteration 98Q: 3 clusters Score -2378021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2378023.750000 Penalty: 4918.707520
	Iteration 99Q: 3 clusters Score -2378024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2378028.000000 Penalty: 4918.707520
	Iteration 100F: 3 clusters Score -2378028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2378026.250000 Penalty: 4918.707520
	Iteration 101Q: 3 clusters Score -2378026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2378024.500000 Penalty: 4918.707520
	Iteration 102Q: 3 clusters Score -2378024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2378028.000000 Penalty: 4918.707520
	Iteration 103Q: 3 clusters Score -2378028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2378027.500000 Penalty: 4918.707520
	Iteration 104Q: 3 clusters Score -2378028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2378028.250000 Penalty: 4918.707520
	Iteration 105Q: 3 clusters Score -2378028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2378027.250000 Penalty: 4918.707520
	Iteration 106Q: 3 clusters Score -2378027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2378024.750000 Penalty: 4918.707520
	Iteration 107Q: 3 clusters Score -2378025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2378026.750000 Penalty: 4918.707520
	Iteration 108Q: 3 clusters Score -2378027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2378030.750000 Penalty: 4918.707520
	Iteration 109Q: 3 clusters Score -2378031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2378030.250000 Penalty: 4918.707520
	Iteration 110Q: 3 clusters Score -2378030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2378033.500000 Penalty: 4918.707520
	Iteration 111Q: 3 clusters Score -2378034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2378034.500000 Penalty: 4918.707520
	Iteration 112Q: 3 clusters Score -2378034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2378030.750000 Penalty: 4918.707520
	Iteration 113Q: 3 clusters Score -2378031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2378036.750000 Penalty: 4918.707520
	Iteration 114Q: 3 clusters Score -2378037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2378038.000000 Penalty: 4918.707520
	Iteration 115Q: 3 clusters Score -2378038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2378044.000000 Penalty: 4918.707520
	Iteration 116Q: 3 clusters Score -2378044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2378045.750000 Penalty: 4918.707520
	Iteration 117Q: 3 clusters Score -2378046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2378050.000000 Penalty: 4918.707520
	Iteration 118Q: 3 clusters Score -2378050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2378051.000000 Penalty: 4918.707520
	Iteration 119Q: 3 clusters Score -2378051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2378049.750000 Penalty: 4918.707520
	Iteration 120F: 3 clusters Score -2378050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2378057.500000 Penalty: 4918.707520
	Iteration 121Q: 3 clusters Score -2378058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2378062.750000 Penalty: 4918.707520
	Iteration 122Q: 3 clusters Score -2378063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2378062.750000 Penalty: 4918.707520
	Iteration 123Q: 3 clusters Score -2378063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2378061.000000 Penalty: 4918.707520
	Iteration 124Q: 3 clusters Score -2378061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2378060.000000 Penalty: 4918.707520
	Iteration 125Q: 3 clusters Score -2378060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2378063.500000 Penalty: 4918.707520
	Iteration 126Q: 3 clusters Score -2378064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2378063.000000 Penalty: 4918.707520
	Iteration 127Q: 3 clusters Score -2378063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2378064.250000 Penalty: 4918.707520
	Iteration 128Q: 3 clusters Score -2378064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2378065.250000 Penalty: 4918.707520
	Iteration 129Q: 3 clusters Score -2378065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2378062.500000 Penalty: 4918.707520
	Iteration 130Q: 3 clusters Score -2378062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2378064.000000 Penalty: 4918.707520
	Iteration 131Q: 3 clusters Score -2378064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2378065.750000 Penalty: 4918.707520
	Iteration 132Q: 3 clusters Score -2378066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2378066.000000 Penalty: 4918.707520
	Iteration 133Q: 3 clusters Score -2378066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2378068.250000 Penalty: 4918.707520
	Iteration 134Q: 3 clusters Score -2378068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2378068.250000 Penalty: 4918.707520
	Iteration 135F: 3 clusters Score -2378068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Entering Unmasked Estep 
Score: -2248185.500000 Penalty: 2445.837646
	Iteration 0F: 2 clusters Score -2248186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2234584.500000 Penalty: 4891.675293
	Iteration 0F: 3 clusters Score -2234584 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2239351.000000 Penalty: 4891.675293
	Iteration 1F: 3 clusters Score -2239351 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2239961.500000 Penalty: 4891.675293
	Iteration 2F: 3 clusters Score -2239962 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2240638.500000 Penalty: 4891.675293
	Iteration 3F: 3 clusters Score -2240638 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2241470.500000 Penalty: 4891.675293
	Iteration 4F: 3 clusters Score -2241470 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2242501.000000 Penalty: 4891.675293
	Iteration 5F: 3 clusters Score -2242501 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2243741.250000 Penalty: 4891.675293
	Iteration 6F: 3 clusters Score -2243741 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2244954.000000 Penalty: 4891.675293
	Iteration 7F: 3 clusters Score -2244954 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2245891.500000 Penalty: 4891.675293
	Iteration 8Q: 3 clusters Score -2245892 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2246297.500000 Penalty: 4891.675293
	Iteration 9Q: 3 clusters Score -2246298 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2246471.000000 Penalty: 4891.675293
	Iteration 10Q: 3 clusters Score -2246471 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2246545.250000 Penalty: 4891.675293
	Iteration 11Q: 3 clusters Score -2246545 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2246587.750000 Penalty: 4891.675293
	Iteration 12Q: 3 clusters Score -2246588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2246608.500000 Penalty: 4891.675293
	Iteration 13Q: 3 clusters Score -2246608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2246617.000000 Penalty: 4891.675293
	Iteration 14Q: 3 clusters Score -2246617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2246623.000000 Penalty: 4891.675293
	Iteration 15Q: 3 clusters Score -2246623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2246636.500000 Penalty: 4891.675293
	Iteration 16Q: 3 clusters Score -2246636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2246636.000000 Penalty: 4891.675293
	Iteration 17Q: 3 clusters Score -2246636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2246640.250000 Penalty: 4891.675293
	Iteration 18Q: 3 clusters Score -2246640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2246647.500000 Penalty: 4891.675293
	Iteration 19Q: 3 clusters Score -2246648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2246645.500000 Penalty: 4891.675293
	Iteration 20F: 3 clusters Score -2246646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2246646.000000 Penalty: 4891.675293
	Iteration 21Q: 3 clusters Score -2246646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2246651.250000 Penalty: 4891.675293
	Iteration 22Q: 3 clusters Score -2246651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2246657.500000 Penalty: 4891.675293
	Iteration 23Q: 3 clusters Score -2246658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2246663.250000 Penalty: 4891.675293
	Iteration 24Q: 3 clusters Score -2246663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2246669.750000 Penalty: 4891.675293
	Iteration 25Q: 3 clusters Score -2246670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2246671.500000 Penalty: 4891.675293
	Iteration 26Q: 3 clusters Score -2246672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2246675.250000 Penalty: 4891.675293
	Iteration 27Q: 3 clusters Score -2246675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2246679.250000 Penalty: 4891.675293
	Iteration 28Q: 3 clusters Score -2246679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2246678.250000 Penalty: 4891.675293
	Iteration 29Q: 3 clusters Score -2246678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2246686.500000 Penalty: 4891.675293
	Iteration 30Q: 3 clusters Score -2246686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2246685.250000 Penalty: 4891.675293
	Iteration 31Q: 3 clusters Score -2246685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2246683.500000 Penalty: 4891.675293
	Iteration 32Q: 3 clusters Score -2246684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2246687.000000 Penalty: 4891.675293
	Iteration 33Q: 3 clusters Score -2246687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2246691.750000 Penalty: 4891.675293
	Iteration 34Q: 3 clusters Score -2246692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2246691.250000 Penalty: 4891.675293
	Iteration 35Q: 3 clusters Score -2246691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2246690.750000 Penalty: 4891.675293
	Iteration 36Q: 3 clusters Score -2246691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2246691.000000 Penalty: 4891.675293
	Iteration 37Q: 3 clusters Score -2246691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2246691.000000 Penalty: 4891.675293
	Iteration 38F: 3 clusters Score -2246691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -185810.171875 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -185810.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -183396.640625 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -183396.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -183813.984375 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -183814 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -183930.437500 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -183930.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -184004.015625 Penalty: 3689.146484
	Iteration 3Q: 3 clusters Score -184004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -184047.578125 Penalty: 3689.146484
	Iteration 4Q: 3 clusters Score -184047.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -184077.234375 Penalty: 3689.146484
	Iteration 5Q: 3 clusters Score -184077.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -184108.343750 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -184108.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -184141.343750 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -184141.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -184187.718750 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -184187.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -184223.578125 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -184223.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -184260.734375 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -184260.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -184293.625000 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -184293.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -184316.578125 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -184316.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -184355.296875 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -184355.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -184408.906250 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -184408.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -184500.281250 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -184500.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -184646.000000 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -184646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -184752.687500 Penalty: 3689.146484
	Iteration 17Q: 3 clusters Score -184752.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -184813.609375 Penalty: 3689.146484
	Iteration 18Q: 3 clusters Score -184813.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -184872.593750 Penalty: 3689.146484
	Iteration 19Q: 3 clusters Score -184872.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -184918.750000 Penalty: 3689.146484
	Iteration 20F: 3 clusters Score -184918.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -184964.578125 Penalty: 3689.146484
	Iteration 21Q: 3 clusters Score -184964.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -184995.296875 Penalty: 3689.146484
	Iteration 22Q: 3 clusters Score -184995.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -185011.890625 Penalty: 3689.146484
	Iteration 23Q: 3 clusters Score -185011.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -185029.109375 Penalty: 3689.146484
	Iteration 24Q: 3 clusters Score -185029.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -185049.890625 Penalty: 3689.146484
	Iteration 25Q: 3 clusters Score -185049.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -185067.062500 Penalty: 3689.146484
	Iteration 26Q: 3 clusters Score -185067.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -185080.843750 Penalty: 3689.146484
	Iteration 27Q: 3 clusters Score -185080.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -185099.953125 Penalty: 3689.146484
	Iteration 28Q: 3 clusters Score -185100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -185112.875000 Penalty: 3689.146484
	Iteration 29Q: 3 clusters Score -185112.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -185120.500000 Penalty: 3689.146484
	Iteration 30Q: 3 clusters Score -185120.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -185124.296875 Penalty: 3689.146484
	Iteration 31Q: 3 clusters Score -185124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -185128.031250 Penalty: 3689.146484
	Iteration 32Q: 3 clusters Score -185128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -185128.765625 Penalty: 3689.146484
	Iteration 33Q: 3 clusters Score -185128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -185130.015625 Penalty: 3689.146484
	Iteration 34Q: 3 clusters Score -185130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -185133.562500 Penalty: 3689.146484
	Iteration 35Q: 3 clusters Score -185133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -185136.515625 Penalty: 3689.146484
	Iteration 36Q: 3 clusters Score -185136.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -185136.515625 Penalty: 3689.146484
	Iteration 37F: 3 clusters Score -185136.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -965588.125000 Penalty: 2232.517334
	Iteration 0F: 2 clusters Score -965588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -959077.375000 Penalty: 4465.034668
	Iteration 0F: 3 clusters Score -959077.4 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -960837.750000 Penalty: 4465.034668
	Iteration 1F: 3 clusters Score -960837.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -961159.437500 Penalty: 4465.034668
	Iteration 2F: 3 clusters Score -961159.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -961386.625000 Penalty: 4465.034668
	Iteration 3F: 3 clusters Score -961386.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -961559.812500 Penalty: 4465.034668
	Iteration 4Q: 3 clusters Score -961559.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -961717.500000 Penalty: 4465.034668
	Iteration 5Q: 3 clusters Score -961717.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -961874.250000 Penalty: 4465.034668
	Iteration 6Q: 3 clusters Score -961874.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -962028.937500 Penalty: 4465.034668
	Iteration 7Q: 3 clusters Score -962028.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -962212.750000 Penalty: 4465.034668
	Iteration 8Q: 3 clusters Score -962212.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -962414.625000 Penalty: 4465.034668
	Iteration 9Q: 3 clusters Score -962414.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -962603.437500 Penalty: 4465.034668
	Iteration 10Q: 3 clusters Score -962603.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -962747.937500 Penalty: 4465.034668
	Iteration 11Q: 3 clusters Score -962747.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -962870.000000 Penalty: 4465.034668
	Iteration 12Q: 3 clusters Score -962870 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -962961.250000 Penalty: 4465.034668
	Iteration 13Q: 3 clusters Score -962961.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -963041.812500 Penalty: 4465.034668
	Iteration 14Q: 3 clusters Score -963041.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -963109.875000 Penalty: 4465.034668
	Iteration 15Q: 3 clusters Score -963109.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -963171.062500 Penalty: 4465.034668
	Iteration 16Q: 3 clusters Score -963171.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -963231.937500 Penalty: 4465.034668
	Iteration 17Q: 3 clusters Score -963231.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -963287.625000 Penalty: 4465.034668
	Iteration 18Q: 3 clusters Score -963287.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -963332.812500 Penalty: 4465.034668
	Iteration 19Q: 3 clusters Score -963332.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -963374.750000 Penalty: 4465.034668
	Iteration 20F: 3 clusters Score -963374.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -963416.312500 Penalty: 4465.034668
	Iteration 21Q: 3 clusters Score -963416.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -963457.187500 Penalty: 4465.034668
	Iteration 22Q: 3 clusters Score -963457.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -963478.812500 Penalty: 4465.034668
	Iteration 23Q: 3 clusters Score -963478.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -963500.125000 Penalty: 4465.034668
	Iteration 24Q: 3 clusters Score -963500.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -963518.875000 Penalty: 4465.034668
	Iteration 25Q: 3 clusters Score -963518.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -963533.437500 Penalty: 4465.034668
	Iteration 26Q: 3 clusters Score -963533.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -963549.000000 Penalty: 4465.034668
	Iteration 27Q: 3 clusters Score -963549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -963570.875000 Penalty: 4465.034668
	Iteration 28Q: 3 clusters Score -963570.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -963589.312500 Penalty: 4465.034668
	Iteration 29Q: 3 clusters Score -963589.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -963609.875000 Penalty: 4465.034668
	Iteration 30Q: 3 clusters Score -963609.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -963620.125000 Penalty: 4465.034668
	Iteration 31Q: 3 clusters Score -963620.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -963626.375000 Penalty: 4465.034668
	Iteration 32Q: 3 clusters Score -963626.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -963631.187500 Penalty: 4465.034668
	Iteration 33Q: 3 clusters Score -963631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -963636.000000 Penalty: 4465.034668
	Iteration 34Q: 3 clusters Score -963636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -963639.312500 Penalty: 4465.034668
	Iteration 35Q: 3 clusters Score -963639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -963639.500000 Penalty: 4465.034668
	Iteration 36Q: 3 clusters Score -963639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -963639.500000 Penalty: 4465.034668
	Iteration 37F: 3 clusters Score -963639.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -136350.171875 Penalty: 1777.042358
	Iteration 0F: 2 clusters Score -136350.2 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 652 members 
Entering Unmasked Estep 
Score: -134243.203125 Penalty: 3554.084717
	Iteration 0F: 3 clusters Score -134243.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -134585.750000 Penalty: 3554.084717
	Iteration 1F: 3 clusters Score -134585.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -134665.984375 Penalty: 3554.084717
	Iteration 2F: 3 clusters Score -134666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -134714.500000 Penalty: 3554.084717
	Iteration 3Q: 3 clusters Score -134714.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -134744.843750 Penalty: 3554.084717
	Iteration 4Q: 3 clusters Score -134744.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -134768.546875 Penalty: 3554.084717
	Iteration 5Q: 3 clusters Score -134768.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134791.703125 Penalty: 3554.084717
	Iteration 6Q: 3 clusters Score -134791.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -134816.406250 Penalty: 3554.084717
	Iteration 7Q: 3 clusters Score -134816.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134828.125000 Penalty: 3554.084717
	Iteration 8Q: 3 clusters Score -134828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134834.562500 Penalty: 3554.084717
	Iteration 9Q: 3 clusters Score -134834.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134839.359375 Penalty: 3554.084717
	Iteration 10Q: 3 clusters Score -134839.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -134846.125000 Penalty: 3554.084717
	Iteration 11Q: 3 clusters Score -134846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134846.906250 Penalty: 3554.084717
	Iteration 12Q: 3 clusters Score -134846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -134848.125000 Penalty: 3554.084717
	Iteration 13Q: 3 clusters Score -134848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -134848.125000 Penalty: 3554.084717
	Iteration 14F: 3 clusters Score -134848.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Entering Unmasked Estep 
Score: -1397277.375000 Penalty: 2325.001709
	Iteration 0F: 2 clusters Score -1397277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1388416.500000 Penalty: 4650.003418
	Iteration 0F: 3 clusters Score -1388416 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1391091.000000 Penalty: 4650.003418
	Iteration 1F: 3 clusters Score -1391091 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1391433.750000 Penalty: 4650.003418
	Iteration 2F: 3 clusters Score -1391434 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1391721.625000 Penalty: 4650.003418
	Iteration 3F: 3 clusters Score -1391722 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1391910.875000 Penalty: 4650.003418
	Iteration 4Q: 3 clusters Score -1391911 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1392074.875000 Penalty: 4650.003418
	Iteration 5Q: 3 clusters Score -1392075 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1392230.375000 Penalty: 4650.003418
	Iteration 6Q: 3 clusters Score -1392230 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1392405.125000 Penalty: 4650.003418
	Iteration 7Q: 3 clusters Score -1392405 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1392573.250000 Penalty: 4650.003418
	Iteration 8Q: 3 clusters Score -1392573 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1392741.000000 Penalty: 4650.003418
	Iteration 9Q: 3 clusters Score -1392741 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1392892.500000 Penalty: 4650.003418
	Iteration 10Q: 3 clusters Score -1392892 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1393051.375000 Penalty: 4650.003418
	Iteration 11Q: 3 clusters Score -1393051 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1393202.250000 Penalty: 4650.003418
	Iteration 12Q: 3 clusters Score -1393202 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1393365.375000 Penalty: 4650.003418
	Iteration 13Q: 3 clusters Score -1393365 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1393531.375000 Penalty: 4650.003418
	Iteration 14Q: 3 clusters Score -1393531 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1393697.125000 Penalty: 4650.003418
	Iteration 15Q: 3 clusters Score -1393697 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1393831.875000 Penalty: 4650.003418
	Iteration 16Q: 3 clusters Score -1393832 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1393952.875000 Penalty: 4650.003418
	Iteration 17Q: 3 clusters Score -1393953 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1394039.875000 Penalty: 4650.003418
	Iteration 18Q: 3 clusters Score -1394040 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1394111.875000 Penalty: 4650.003418
	Iteration 19Q: 3 clusters Score -1394112 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1394172.375000 Penalty: 4650.003418
	Iteration 20F: 3 clusters Score -1394172 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1394204.125000 Penalty: 4650.003418
	Iteration 21Q: 3 clusters Score -1394204 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1394236.000000 Penalty: 4650.003418
	Iteration 22Q: 3 clusters Score -1394236 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1394261.500000 Penalty: 4650.003418
	Iteration 23Q: 3 clusters Score -1394262 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1394285.000000 Penalty: 4650.003418
	Iteration 24Q: 3 clusters Score -1394285 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1394306.000000 Penalty: 4650.003418
	Iteration 25Q: 3 clusters Score -1394306 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1394335.250000 Penalty: 4650.003418
	Iteration 26Q: 3 clusters Score -1394335 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1394354.375000 Penalty: 4650.003418
	Iteration 27Q: 3 clusters Score -1394354 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1394378.375000 Penalty: 4650.003418
	Iteration 28Q: 3 clusters Score -1394378 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1394398.375000 Penalty: 4650.003418
	Iteration 29Q: 3 clusters Score -1394398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1394415.750000 Penalty: 4650.003418
	Iteration 30Q: 3 clusters Score -1394416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1394422.500000 Penalty: 4650.003418
	Iteration 31Q: 3 clusters Score -1394422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1394435.125000 Penalty: 4650.003418
	Iteration 32Q: 3 clusters Score -1394435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1394443.500000 Penalty: 4650.003418
	Iteration 33Q: 3 clusters Score -1394444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1394457.000000 Penalty: 4650.003418
	Iteration 34Q: 3 clusters Score -1394457 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1394472.250000 Penalty: 4650.003418
	Iteration 35Q: 3 clusters Score -1394472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1394484.375000 Penalty: 4650.003418
	Iteration 36Q: 3 clusters Score -1394484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1394497.625000 Penalty: 4650.003418
	Iteration 37Q: 3 clusters Score -1394498 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1394510.125000 Penalty: 4650.003418
	Iteration 38Q: 3 clusters Score -1394510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1394524.625000 Penalty: 4650.003418
	Iteration 39Q: 3 clusters Score -1394525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1394542.000000 Penalty: 4650.003418
	Iteration 40F: 3 clusters Score -1394542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1394550.125000 Penalty: 4650.003418
	Iteration 41Q: 3 clusters Score -1394550 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1394561.125000 Penalty: 4650.003418
	Iteration 42Q: 3 clusters Score -1394561 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1394583.375000 Penalty: 4650.003418
	Iteration 43Q: 3 clusters Score -1394583 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1394611.625000 Penalty: 4650.003418
	Iteration 44Q: 3 clusters Score -1394612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1394640.250000 Penalty: 4650.003418
	Iteration 45Q: 3 clusters Score -1394640 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1394667.750000 Penalty: 4650.003418
	Iteration 46Q: 3 clusters Score -1394668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1394690.250000 Penalty: 4650.003418
	Iteration 47Q: 3 clusters Score -1394690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1394716.000000 Penalty: 4650.003418
	Iteration 48Q: 3 clusters Score -1394716 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1394747.125000 Penalty: 4650.003418
	Iteration 49Q: 3 clusters Score -1394747 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1394787.500000 Penalty: 4650.003418
	Iteration 50Q: 3 clusters Score -1394788 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1394829.000000 Penalty: 4650.003418
	Iteration 51Q: 3 clusters Score -1394829 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1394871.250000 Penalty: 4650.003418
	Iteration 52Q: 3 clusters Score -1394871 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1394908.375000 Penalty: 4650.003418
	Iteration 53Q: 3 clusters Score -1394908 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1394944.375000 Penalty: 4650.003418
	Iteration 54Q: 3 clusters Score -1394944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1394978.875000 Penalty: 4650.003418
	Iteration 55Q: 3 clusters Score -1394979 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1395006.375000 Penalty: 4650.003418
	Iteration 56Q: 3 clusters Score -1395006 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1395030.625000 Penalty: 4650.003418
	Iteration 57Q: 3 clusters Score -1395031 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1395062.625000 Penalty: 4650.003418
	Iteration 58Q: 3 clusters Score -1395063 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1395099.875000 Penalty: 4650.003418
	Iteration 59Q: 3 clusters Score -1395100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1395121.125000 Penalty: 4650.003418
	Iteration 60F: 3 clusters Score -1395121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1395143.875000 Penalty: 4650.003418
	Iteration 61Q: 3 clusters Score -1395144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1395156.250000 Penalty: 4650.003418
	Iteration 62Q: 3 clusters Score -1395156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1395168.125000 Penalty: 4650.003418
	Iteration 63Q: 3 clusters Score -1395168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1395185.250000 Penalty: 4650.003418
	Iteration 64Q: 3 clusters Score -1395185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1395196.750000 Penalty: 4650.003418
	Iteration 65Q: 3 clusters Score -1395197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1395207.125000 Penalty: 4650.003418
	Iteration 66Q: 3 clusters Score -1395207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1395221.250000 Penalty: 4650.003418
	Iteration 67Q: 3 clusters Score -1395221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1395231.750000 Penalty: 4650.003418
	Iteration 68Q: 3 clusters Score -1395232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1395241.375000 Penalty: 4650.003418
	Iteration 69Q: 3 clusters Score -1395241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1395253.500000 Penalty: 4650.003418
	Iteration 70Q: 3 clusters Score -1395254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1395263.500000 Penalty: 4650.003418
	Iteration 71Q: 3 clusters Score -1395264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1395269.000000 Penalty: 4650.003418
	Iteration 72Q: 3 clusters Score -1395269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1395291.000000 Penalty: 4650.003418
	Iteration 73Q: 3 clusters Score -1395291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1395301.375000 Penalty: 4650.003418
	Iteration 74Q: 3 clusters Score -1395301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1395317.750000 Penalty: 4650.003418
	Iteration 75Q: 3 clusters Score -1395318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1395330.750000 Penalty: 4650.003418
	Iteration 76Q: 3 clusters Score -1395331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1395339.750000 Penalty: 4650.003418
	Iteration 77Q: 3 clusters Score -1395340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1395347.625000 Penalty: 4650.003418
	Iteration 78Q: 3 clusters Score -1395348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1395361.500000 Penalty: 4650.003418
	Iteration 79Q: 3 clusters Score -1395362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1395373.000000 Penalty: 4650.003418
	Iteration 80F: 3 clusters Score -1395373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1395381.500000 Penalty: 4650.003418
	Iteration 81Q: 3 clusters Score -1395382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1395384.875000 Penalty: 4650.003418
	Iteration 82Q: 3 clusters Score -1395385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1395387.625000 Penalty: 4650.003418
	Iteration 83Q: 3 clusters Score -1395388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1395389.250000 Penalty: 4650.003418
	Iteration 84Q: 3 clusters Score -1395389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1395388.625000 Penalty: 4650.003418
	Iteration 85Q: 3 clusters Score -1395389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1395390.875000 Penalty: 4650.003418
	Iteration 86Q: 3 clusters Score -1395391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1395390.000000 Penalty: 4650.003418
	Iteration 87Q: 3 clusters Score -1395390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1395389.875000 Penalty: 4650.003418
	Iteration 88Q: 3 clusters Score -1395390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1395390.125000 Penalty: 4650.003418
	Iteration 89Q: 3 clusters Score -1395390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1395393.750000 Penalty: 4650.003418
	Iteration 90Q: 3 clusters Score -1395394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1395393.750000 Penalty: 4650.003418
	Iteration 91F: 3 clusters Score -1395394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (190116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190116 members 
Entering Unmasked Estep 
Score: -22056112.000000 Penalty: 3014.536621
	Iteration 0F: 2 clusters Score -2.205611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 95012 members 
Entering Unmasked Estep 
Score: -21933984.000000 Penalty: 6029.073242
	Iteration 0F: 3 clusters Score -2.193398e+07 nChanged 91233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -21986930.000000 Penalty: 6029.073242
	Iteration 1F: 3 clusters Score -2.198693e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96932 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -21988374.000000 Penalty: 6029.073242
	Iteration 2Q: 3 clusters Score -2.198837e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 92195 members 
Entering Unmasked Estep 
Score: -21990274.000000 Penalty: 6029.073242
	Iteration 3Q: 3 clusters Score -2.199027e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99127 members 
Mstep: Class 2 contains 90989 members 
Entering Unmasked Estep 
Score: -21992634.000000 Penalty: 6029.073242
	Iteration 4Q: 3 clusters Score -2.199263e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 89571 members 
Entering Unmasked Estep 
Score: -21996504.000000 Penalty: 6029.073242
	Iteration 5Q: 3 clusters Score -2.19965e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102054 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
Score: -22002176.000000 Penalty: 6029.073242
	Iteration 6Q: 3 clusters Score -2.200218e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103242 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -22009782.000000 Penalty: 6029.073242
	Iteration 7F: 3 clusters Score -2.200978e+07 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103535 members 
Mstep: Class 2 contains 86581 members 
Entering Unmasked Estep 
Score: -22018988.000000 Penalty: 6029.073242
	Iteration 8F: 3 clusters Score -2.201899e+07 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 86856 members 
Entering Unmasked Estep 
Score: -22027726.000000 Penalty: 6029.073242
	Iteration 9F: 3 clusters Score -2.202773e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102761 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -22033030.000000 Penalty: 6029.073242
	Iteration 10F: 3 clusters Score -2.203303e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102272 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -22035076.000000 Penalty: 6029.073242
	Iteration 11Q: 3 clusters Score -2.203508e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -22035838.000000 Penalty: 6029.073242
	Iteration 12Q: 3 clusters Score -2.203584e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -22036398.000000 Penalty: 6029.073242
	Iteration 13Q: 3 clusters Score -2.20364e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100351 members 
Mstep: Class 2 contains 89765 members 
Entering Unmasked Estep 
Score: -22036862.000000 Penalty: 6029.073242
	Iteration 14Q: 3 clusters Score -2.203686e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 90503 members 
Entering Unmasked Estep 
Score: -22037236.000000 Penalty: 6029.073242
	Iteration 15Q: 3 clusters Score -2.203724e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98686 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -22037766.000000 Penalty: 6029.073242
	Iteration 16Q: 3 clusters Score -2.203777e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97606 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -22038106.000000 Penalty: 6029.073242
	Iteration 17Q: 3 clusters Score -2.203811e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 93776 members 
Entering Unmasked Estep 
Score: -22038558.000000 Penalty: 6029.073242
	Iteration 18Q: 3 clusters Score -2.203856e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94919 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -22039150.000000 Penalty: 6029.073242
	Iteration 19Q: 3 clusters Score -2.203915e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 96788 members 
Entering Unmasked Estep 
Score: -22039876.000000 Penalty: 6029.073242
	Iteration 20F: 3 clusters Score -2.203988e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91658 members 
Mstep: Class 2 contains 98458 members 
Entering Unmasked Estep 
Score: -22040546.000000 Penalty: 6029.073242
	Iteration 21Q: 3 clusters Score -2.204055e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 100243 members 
Entering Unmasked Estep 
Score: -22041340.000000 Penalty: 6029.073242
	Iteration 22Q: 3 clusters Score -2.204134e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 102122 members 
Entering Unmasked Estep 
Score: -22042092.000000 Penalty: 6029.073242
	Iteration 23Q: 3 clusters Score -2.204209e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 104014 members 
Entering Unmasked Estep 
Score: -22042738.000000 Penalty: 6029.073242
	Iteration 24Q: 3 clusters Score -2.204274e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 105861 members 
Entering Unmasked Estep 
Score: -22043192.000000 Penalty: 6029.073242
	Iteration 25Q: 3 clusters Score -2.204319e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82408 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -22043776.000000 Penalty: 6029.073242
	Iteration 26Q: 3 clusters Score -2.204378e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80590 members 
Mstep: Class 2 contains 109526 members 
Entering Unmasked Estep 
Score: -22044290.000000 Penalty: 6029.073242
	Iteration 27Q: 3 clusters Score -2.204429e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 111344 members 
Entering Unmasked Estep 
Score: -22044738.000000 Penalty: 6029.073242
	Iteration 28Q: 3 clusters Score -2.204474e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 113081 members 
Entering Unmasked Estep 
Score: -22045140.000000 Penalty: 6029.073242
	Iteration 29Q: 3 clusters Score -2.204514e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 114755 members 
Entering Unmasked Estep 
Score: -22045468.000000 Penalty: 6029.073242
	Iteration 30Q: 3 clusters Score -2.204547e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73829 members 
Mstep: Class 2 contains 116287 members 
Entering Unmasked Estep 
Score: -22045786.000000 Penalty: 6029.073242
	Iteration 31Q: 3 clusters Score -2.204579e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 117759 members 
Entering Unmasked Estep 
Score: -22046066.000000 Penalty: 6029.073242
	Iteration 32Q: 3 clusters Score -2.204607e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -22046392.000000 Penalty: 6029.073242
	Iteration 33Q: 3 clusters Score -2.204639e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 120785 members 
Entering Unmasked Estep 
Score: -22046702.000000 Penalty: 6029.073242
	Iteration 34Q: 3 clusters Score -2.20467e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67778 members 
Mstep: Class 2 contains 122338 members 
Entering Unmasked Estep 
Score: -22046868.000000 Penalty: 6029.073242
	Iteration 35Q: 3 clusters Score -2.204687e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 123925 members 
Entering Unmasked Estep 
Score: -22047088.000000 Penalty: 6029.073242
	Iteration 36Q: 3 clusters Score -2.204709e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 125525 members 
Entering Unmasked Estep 
Score: -22047472.000000 Penalty: 6029.073242
	Iteration 37Q: 3 clusters Score -2.204747e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 127090 members 
Entering Unmasked Estep 
Score: -22047750.000000 Penalty: 6029.073242
	Iteration 38Q: 3 clusters Score -2.204775e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 128666 members 
Entering Unmasked Estep 
Score: -22048068.000000 Penalty: 6029.073242
	Iteration 39Q: 3 clusters Score -2.204807e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 130221 members 
Entering Unmasked Estep 
Score: -22048362.000000 Penalty: 6029.073242
	Iteration 40F: 3 clusters Score -2.204836e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 131811 members 
Entering Unmasked Estep 
Score: -22048628.000000 Penalty: 6029.073242
	Iteration 41Q: 3 clusters Score -2.204863e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 133417 members 
Entering Unmasked Estep 
Score: -22048858.000000 Penalty: 6029.073242
	Iteration 42Q: 3 clusters Score -2.204886e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 135107 members 
Entering Unmasked Estep 
Score: -22049088.000000 Penalty: 6029.073242
	Iteration 43Q: 3 clusters Score -2.204909e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 136777 members 
Entering Unmasked Estep 
Score: -22049414.000000 Penalty: 6029.073242
	Iteration 44Q: 3 clusters Score -2.204941e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 138418 members 
Entering Unmasked Estep 
Score: -22049710.000000 Penalty: 6029.073242
	Iteration 45Q: 3 clusters Score -2.204971e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 140054 members 
Entering Unmasked Estep 
Score: -22049966.000000 Penalty: 6029.073242
	Iteration 46Q: 3 clusters Score -2.204997e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 141658 members 
Entering Unmasked Estep 
Score: -22050288.000000 Penalty: 6029.073242
	Iteration 47Q: 3 clusters Score -2.205029e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 143279 members 
Entering Unmasked Estep 
Score: -22050664.000000 Penalty: 6029.073242
	Iteration 48Q: 3 clusters Score -2.205066e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 144878 members 
Entering Unmasked Estep 
Score: -22050874.000000 Penalty: 6029.073242
	Iteration 49Q: 3 clusters Score -2.205087e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 146460 members 
Entering Unmasked Estep 
Score: -22051054.000000 Penalty: 6029.073242
	Iteration 50Q: 3 clusters Score -2.205105e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 148063 members 
Entering Unmasked Estep 
Score: -22051298.000000 Penalty: 6029.073242
	Iteration 51Q: 3 clusters Score -2.20513e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 149709 members 
Entering Unmasked Estep 
Score: -22051440.000000 Penalty: 6029.073242
	Iteration 52Q: 3 clusters Score -2.205144e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 151343 members 
Entering Unmasked Estep 
Score: -22051854.000000 Penalty: 6029.073242
	Iteration 53Q: 3 clusters Score -2.205185e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 152971 members 
Entering Unmasked Estep 
Score: -22052090.000000 Penalty: 6029.073242
	Iteration 54Q: 3 clusters Score -2.205209e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 154541 members 
Entering Unmasked Estep 
Score: -22052246.000000 Penalty: 6029.073242
	Iteration 55Q: 3 clusters Score -2.205225e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 156186 members 
Entering Unmasked Estep 
Score: -22052496.000000 Penalty: 6029.073242
	Iteration 56Q: 3 clusters Score -2.20525e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 157812 members 
Entering Unmasked Estep 
Score: -22052744.000000 Penalty: 6029.073242
	Iteration 57Q: 3 clusters Score -2.205274e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 159430 members 
Entering Unmasked Estep 
Score: -22053030.000000 Penalty: 6029.073242
	Iteration 58Q: 3 clusters Score -2.205303e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 160955 members 
Entering Unmasked Estep 
Score: -22053318.000000 Penalty: 6029.073242
	Iteration 59Q: 3 clusters Score -2.205332e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 162388 members 
Entering Unmasked Estep 
Score: -22053486.000000 Penalty: 6029.073242
	Iteration 60F: 3 clusters Score -2.205349e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 163825 members 
Entering Unmasked Estep 
Score: -22053624.000000 Penalty: 6029.073242
	Iteration 61Q: 3 clusters Score -2.205362e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 165174 members 
Entering Unmasked Estep 
Score: -22053904.000000 Penalty: 6029.073242
	Iteration 62Q: 3 clusters Score -2.20539e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 166466 members 
Entering Unmasked Estep 
Score: -22054120.000000 Penalty: 6029.073242
	Iteration 63Q: 3 clusters Score -2.205412e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 167674 members 
Entering Unmasked Estep 
Score: -22054408.000000 Penalty: 6029.073242
	Iteration 64Q: 3 clusters Score -2.205441e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 168872 members 
Entering Unmasked Estep 
Score: -22054542.000000 Penalty: 6029.073242
	Iteration 65Q: 3 clusters Score -2.205454e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 170042 members 
Entering Unmasked Estep 
Score: -22054722.000000 Penalty: 6029.073242
	Iteration 66Q: 3 clusters Score -2.205472e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 171157 members 
Entering Unmasked Estep 
Score: -22054992.000000 Penalty: 6029.073242
	Iteration 67Q: 3 clusters Score -2.205499e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 172224 members 
Entering Unmasked Estep 
Score: -22055082.000000 Penalty: 6029.073242
	Iteration 68Q: 3 clusters Score -2.205508e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 173246 members 
Entering Unmasked Estep 
Score: -22055160.000000 Penalty: 6029.073242
	Iteration 69Q: 3 clusters Score -2.205516e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 174178 members 
Entering Unmasked Estep 
Score: -22055242.000000 Penalty: 6029.073242
	Iteration 70Q: 3 clusters Score -2.205524e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 175036 members 
Entering Unmasked Estep 
Score: -22055432.000000 Penalty: 6029.073242
	Iteration 71Q: 3 clusters Score -2.205543e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 175859 members 
Entering Unmasked Estep 
Score: -22055492.000000 Penalty: 6029.073242
	Iteration 72Q: 3 clusters Score -2.205549e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 176591 members 
Entering Unmasked Estep 
Score: -22055572.000000 Penalty: 6029.073242
	Iteration 73Q: 3 clusters Score -2.205557e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 177274 members 
Entering Unmasked Estep 
Score: -22055626.000000 Penalty: 6029.073242
	Iteration 74Q: 3 clusters Score -2.205563e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 177920 members 
Entering Unmasked Estep 
Score: -22055632.000000 Penalty: 6029.073242
	Iteration 75Q: 3 clusters Score -2.205563e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 178510 members 
Entering Unmasked Estep 
Score: -22055766.000000 Penalty: 6029.073242
	Iteration 76Q: 3 clusters Score -2.205577e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 179118 members 
Entering Unmasked Estep 
Score: -22055836.000000 Penalty: 6029.073242
	Iteration 77Q: 3 clusters Score -2.205584e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 179656 members 
Entering Unmasked Estep 
Score: -22055914.000000 Penalty: 6029.073242
	Iteration 78Q: 3 clusters Score -2.205591e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 180166 members 
Entering Unmasked Estep 
Score: -22055970.000000 Penalty: 6029.073242
	Iteration 79Q: 3 clusters Score -2.205597e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 180666 members 
Entering Unmasked Estep 
Score: -22056006.000000 Penalty: 6029.073242
	Iteration 80F: 3 clusters Score -2.205601e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 181113 members 
Entering Unmasked Estep 
Score: -22056046.000000 Penalty: 6029.073242
	Iteration 81Q: 3 clusters Score -2.205605e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 181482 members 
Entering Unmasked Estep 
Score: -22056028.000000 Penalty: 6029.073242
	Iteration 82Q: 3 clusters Score -2.205603e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 181793 members 
Entering Unmasked Estep 
Score: -22056002.000000 Penalty: 6029.073242
	Iteration 83Q: 3 clusters Score -2.2056e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 182053 members 
Entering Unmasked Estep 
Score: -22055984.000000 Penalty: 6029.073242
	Iteration 84Q: 3 clusters Score -2.205598e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 182288 members 
Entering Unmasked Estep 
Score: -22055974.000000 Penalty: 6029.073242
	Iteration 85Q: 3 clusters Score -2.205597e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 182524 members 
Entering Unmasked Estep 
Score: -22055942.000000 Penalty: 6029.073242
	Iteration 86Q: 3 clusters Score -2.205594e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 182722 members 
Entering Unmasked Estep 
Score: -22055940.000000 Penalty: 6029.073242
	Iteration 87Q: 3 clusters Score -2.205594e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 182915 members 
Entering Unmasked Estep 
Score: -22055948.000000 Penalty: 6029.073242
	Iteration 88Q: 3 clusters Score -2.205595e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 183111 members 
Entering Unmasked Estep 
Score: -22055950.000000 Penalty: 6029.073242
	Iteration 89Q: 3 clusters Score -2.205595e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 183297 members 
Entering Unmasked Estep 
Score: -22055962.000000 Penalty: 6029.073242
	Iteration 90Q: 3 clusters Score -2.205596e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 183453 members 
Entering Unmasked Estep 
Score: -22055942.000000 Penalty: 6029.073242
	Iteration 91Q: 3 clusters Score -2.205594e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 183615 members 
Entering Unmasked Estep 
Score: -22055964.000000 Penalty: 6029.073242
	Iteration 92Q: 3 clusters Score -2.205596e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 183750 members 
Entering Unmasked Estep 
Score: -22055910.000000 Penalty: 6029.073242
	Iteration 93Q: 3 clusters Score -2.205591e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 183857 members 
Entering Unmasked Estep 
Score: -22055918.000000 Penalty: 6029.073242
	Iteration 94Q: 3 clusters Score -2.205592e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 183977 members 
Entering Unmasked Estep 
Score: -22055920.000000 Penalty: 6029.073242
	Iteration 95Q: 3 clusters Score -2.205592e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 184060 members 
Entering Unmasked Estep 
Score: -22055914.000000 Penalty: 6029.073242
	Iteration 96Q: 3 clusters Score -2.205591e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 184147 members 
Entering Unmasked Estep 
Score: -22055938.000000 Penalty: 6029.073242
	Iteration 97Q: 3 clusters Score -2.205594e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 184239 members 
Entering Unmasked Estep 
Score: -22055948.000000 Penalty: 6029.073242
	Iteration 98Q: 3 clusters Score -2.205595e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 184323 members 
Entering Unmasked Estep 
Score: -22055902.000000 Penalty: 6029.073242
	Iteration 99Q: 3 clusters Score -2.20559e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 184418 members 
Entering Unmasked Estep 
Score: -22055890.000000 Penalty: 6029.073242
	Iteration 100F: 3 clusters Score -2.205589e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 184496 members 
Entering Unmasked Estep 
Score: -22055910.000000 Penalty: 6029.073242
	Iteration 101Q: 3 clusters Score -2.205591e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 184564 members 
Entering Unmasked Estep 
Score: -22055896.000000 Penalty: 6029.073242
	Iteration 102Q: 3 clusters Score -2.20559e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 184621 members 
Entering Unmasked Estep 
Score: -22055872.000000 Penalty: 6029.073242
	Iteration 103Q: 3 clusters Score -2.205587e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 184688 members 
Entering Unmasked Estep 
Score: -22055836.000000 Penalty: 6029.073242
	Iteration 104Q: 3 clusters Score -2.205584e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 184743 members 
Entering Unmasked Estep 
Score: -22055840.000000 Penalty: 6029.073242
	Iteration 105Q: 3 clusters Score -2.205584e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 184796 members 
Entering Unmasked Estep 
Score: -22055852.000000 Penalty: 6029.073242
	Iteration 106Q: 3 clusters Score -2.205585e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 184835 members 
Entering Unmasked Estep 
Score: -22055838.000000 Penalty: 6029.073242
	Iteration 107Q: 3 clusters Score -2.205584e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 184872 members 
Entering Unmasked Estep 
Score: -22055854.000000 Penalty: 6029.073242
	Iteration 108Q: 3 clusters Score -2.205585e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 184907 members 
Entering Unmasked Estep 
Score: -22055858.000000 Penalty: 6029.073242
	Iteration 109Q: 3 clusters Score -2.205586e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 184942 members 
Entering Unmasked Estep 
Score: -22055846.000000 Penalty: 6029.073242
	Iteration 110Q: 3 clusters Score -2.205585e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 184978 members 
Entering Unmasked Estep 
Score: -22055856.000000 Penalty: 6029.073242
	Iteration 111Q: 3 clusters Score -2.205586e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 185009 members 
Entering Unmasked Estep 
Score: -22055868.000000 Penalty: 6029.073242
	Iteration 112Q: 3 clusters Score -2.205587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 185035 members 
Entering Unmasked Estep 
Score: -22055866.000000 Penalty: 6029.073242
	Iteration 113Q: 3 clusters Score -2.205587e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 185059 members 
Entering Unmasked Estep 
Score: -22055880.000000 Penalty: 6029.073242
	Iteration 114Q: 3 clusters Score -2.205588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 185088 members 
Entering Unmasked Estep 
Score: -22055876.000000 Penalty: 6029.073242
	Iteration 115Q: 3 clusters Score -2.205588e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 185120 members 
Entering Unmasked Estep 
Score: -22055862.000000 Penalty: 6029.073242
	Iteration 116Q: 3 clusters Score -2.205586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 185151 members 
Entering Unmasked Estep 
Score: -22055834.000000 Penalty: 6029.073242
	Iteration 117Q: 3 clusters Score -2.205583e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 185183 members 
Entering Unmasked Estep 
Score: -22055828.000000 Penalty: 6029.073242
	Iteration 118Q: 3 clusters Score -2.205583e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 185210 members 
Entering Unmasked Estep 
Score: -22055816.000000 Penalty: 6029.073242
	Iteration 119Q: 3 clusters Score -2.205582e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 185237 members 
Entering Unmasked Estep 
Score: -22055802.000000 Penalty: 6029.073242
	Iteration 120F: 3 clusters Score -2.20558e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 185255 members 
Entering Unmasked Estep 
Score: -22055798.000000 Penalty: 6029.073242
	Iteration 121Q: 3 clusters Score -2.20558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 185281 members 
Entering Unmasked Estep 
Score: -22055786.000000 Penalty: 6029.073242
	Iteration 122Q: 3 clusters Score -2.205579e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 185308 members 
Entering Unmasked Estep 
Score: -22055790.000000 Penalty: 6029.073242
	Iteration 123Q: 3 clusters Score -2.205579e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 185336 members 
Entering Unmasked Estep 
Score: -22055762.000000 Penalty: 6029.073242
	Iteration 124Q: 3 clusters Score -2.205576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 185354 members 
Entering Unmasked Estep 
Score: -22055794.000000 Penalty: 6029.073242
	Iteration 125Q: 3 clusters Score -2.205579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 185373 members 
Entering Unmasked Estep 
Score: -22055808.000000 Penalty: 6029.073242
	Iteration 126Q: 3 clusters Score -2.205581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 185389 members 
Entering Unmasked Estep 
Score: -22055788.000000 Penalty: 6029.073242
	Iteration 127Q: 3 clusters Score -2.205579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 185403 members 
Entering Unmasked Estep 
Score: -22055780.000000 Penalty: 6029.073242
	Iteration 128Q: 3 clusters Score -2.205578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 185411 members 
Entering Unmasked Estep 
Score: -22055772.000000 Penalty: 6029.073242
	Iteration 129Q: 3 clusters Score -2.205577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 185426 members 
Entering Unmasked Estep 
Score: -22055754.000000 Penalty: 6029.073242
	Iteration 130Q: 3 clusters Score -2.205575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 185436 members 
Entering Unmasked Estep 
Score: -22055758.000000 Penalty: 6029.073242
	Iteration 131Q: 3 clusters Score -2.205576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 185439 members 
Entering Unmasked Estep 
Score: -22055748.000000 Penalty: 6029.073242
	Iteration 132Q: 3 clusters Score -2.205575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 185443 members 
Entering Unmasked Estep 
Score: -22055760.000000 Penalty: 6029.073242
	Iteration 133Q: 3 clusters Score -2.205576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 185449 members 
Entering Unmasked Estep 
Score: -22055726.000000 Penalty: 6029.073242
	Iteration 134Q: 3 clusters Score -2.205573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 185455 members 
Entering Unmasked Estep 
Score: -22055744.000000 Penalty: 6029.073242
	Iteration 135Q: 3 clusters Score -2.205574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 185463 members 
Entering Unmasked Estep 
Score: -22055728.000000 Penalty: 6029.073242
	Iteration 136Q: 3 clusters Score -2.205573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 185474 members 
Entering Unmasked Estep 
Score: -22055722.000000 Penalty: 6029.073242
	Iteration 137Q: 3 clusters Score -2.205572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 185478 members 
Entering Unmasked Estep 
Score: -22055702.000000 Penalty: 6029.073242
	Iteration 138Q: 3 clusters Score -2.20557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 185480 members 
Entering Unmasked Estep 
Score: -22055692.000000 Penalty: 6029.073242
	Iteration 139Q: 3 clusters Score -2.205569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 185482 members 
Entering Unmasked Estep 
Score: -22055700.000000 Penalty: 6029.073242
	Iteration 140F: 3 clusters Score -2.20557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 185486 members 
Entering Unmasked Estep 
Score: -22055700.000000 Penalty: 6029.073242
	Iteration 141Q: 3 clusters Score -2.20557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 185491 members 
Entering Unmasked Estep 
Score: -22055706.000000 Penalty: 6029.073242
	Iteration 142Q: 3 clusters Score -2.205571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 185493 members 
Entering Unmasked Estep 
Score: -22055696.000000 Penalty: 6029.073242
	Iteration 143Q: 3 clusters Score -2.20557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 185495 members 
Entering Unmasked Estep 
Score: -22055680.000000 Penalty: 6029.073242
	Iteration 144Q: 3 clusters Score -2.205568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 185497 members 
Entering Unmasked Estep 
Score: -22055688.000000 Penalty: 6029.073242
	Iteration 145Q: 3 clusters Score -2.205569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 185497 members 
Entering Unmasked Estep 
Score: -22055688.000000 Penalty: 6029.073242
	Iteration 146F: 3 clusters Score -2.205569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (248491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248491 members 
Entering Unmasked Estep 
Score: -28834154.000000 Penalty: 3080.944092
	Iteration 0F: 2 clusters Score -2.883415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124030 members 
Mstep: Class 2 contains 124461 members 
Entering Unmasked Estep 
Score: -28675908.000000 Penalty: 6161.888184
	Iteration 0F: 3 clusters Score -2.867591e+07 nChanged 120094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117834 members 
Mstep: Class 2 contains 130657 members 
Entering Unmasked Estep 
Score: -28746988.000000 Penalty: 6161.888184
	Iteration 1F: 3 clusters Score -2.874699e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114295 members 
Mstep: Class 2 contains 134196 members 
Entering Unmasked Estep 
Score: -28748370.000000 Penalty: 6161.888184
	Iteration 2Q: 3 clusters Score -2.874837e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108892 members 
Mstep: Class 2 contains 139599 members 
Entering Unmasked Estep 
Score: -28750456.000000 Penalty: 6161.888184
	Iteration 3Q: 3 clusters Score -2.875046e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 147834 members 
Entering Unmasked Estep 
Score: -28753772.000000 Penalty: 6161.888184
	Iteration 4Q: 3 clusters Score -2.875377e+07 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 159877 members 
Entering Unmasked Estep 
Score: -28760140.000000 Penalty: 6161.888184
	Iteration 5F: 3 clusters Score -2.876014e+07 nChanged 16950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 176479 members 
Entering Unmasked Estep 
Score: -28771366.000000 Penalty: 6161.888184
	Iteration 6F: 3 clusters Score -2.877137e+07 nChanged 20400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 196753 members 
Entering Unmasked Estep 
Score: -28787414.000000 Penalty: 6161.888184
	Iteration 7F: 3 clusters Score -2.878741e+07 nChanged 20118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 216805 members 
Entering Unmasked Estep 
Score: -28804524.000000 Penalty: 6161.888184
	Iteration 8F: 3 clusters Score -2.880452e+07 nChanged 14767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 231560 members 
Entering Unmasked Estep 
Score: -28816914.000000 Penalty: 6161.888184
	Iteration 9F: 3 clusters Score -2.881691e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 240032 members 
Entering Unmasked Estep 
Score: -28824286.000000 Penalty: 6161.888184
	Iteration 10Q: 3 clusters Score -2.882429e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 244219 members 
Entering Unmasked Estep 
Score: -28827910.000000 Penalty: 6161.888184
	Iteration 11Q: 3 clusters Score -2.882791e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 246151 members 
Entering Unmasked Estep 
Score: -28829792.000000 Penalty: 6161.888184
	Iteration 12Q: 3 clusters Score -2.882979e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 246975 members 
Entering Unmasked Estep 
Score: -28830518.000000 Penalty: 6161.888184
	Iteration 13Q: 3 clusters Score -2.883052e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 247340 members 
Entering Unmasked Estep 
Score: -28830946.000000 Penalty: 6161.888184
	Iteration 14Q: 3 clusters Score -2.883095e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 247511 members 
Entering Unmasked Estep 
Score: -28831122.000000 Penalty: 6161.888184
	Iteration 15Q: 3 clusters Score -2.883112e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 247585 members 
Entering Unmasked Estep 
Score: -28831280.000000 Penalty: 6161.888184
	Iteration 16Q: 3 clusters Score -2.883128e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 247632 members 
Entering Unmasked Estep 
Score: -28831396.000000 Penalty: 6161.888184
	Iteration 17Q: 3 clusters Score -2.88314e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 247633 members 
Entering Unmasked Estep 
Score: -28831488.000000 Penalty: 6161.888184
	Iteration 18Q: 3 clusters Score -2.883149e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 247622 members 
Entering Unmasked Estep 
Score: -28831594.000000 Penalty: 6161.888184
	Iteration 19Q: 3 clusters Score -2.883159e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 247615 members 
Entering Unmasked Estep 
Score: -28831680.000000 Penalty: 6161.888184
	Iteration 20F: 3 clusters Score -2.883168e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 247604 members 
Entering Unmasked Estep 
Score: -28831724.000000 Penalty: 6161.888184
	Iteration 21Q: 3 clusters Score -2.883172e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 247589 members 
Entering Unmasked Estep 
Score: -28831728.000000 Penalty: 6161.888184
	Iteration 22Q: 3 clusters Score -2.883173e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 247578 members 
Entering Unmasked Estep 
Score: -28831754.000000 Penalty: 6161.888184
	Iteration 23Q: 3 clusters Score -2.883175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 247576 members 
Entering Unmasked Estep 
Score: -28831752.000000 Penalty: 6161.888184
	Iteration 24Q: 3 clusters Score -2.883175e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 247568 members 
Entering Unmasked Estep 
Score: -28831756.000000 Penalty: 6161.888184
	Iteration 25Q: 3 clusters Score -2.883176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 247561 members 
Entering Unmasked Estep 
Score: -28831774.000000 Penalty: 6161.888184
	Iteration 26Q: 3 clusters Score -2.883177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 247546 members 
Entering Unmasked Estep 
Score: -28831770.000000 Penalty: 6161.888184
	Iteration 27Q: 3 clusters Score -2.883177e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 247529 members 
Entering Unmasked Estep 
Score: -28831782.000000 Penalty: 6161.888184
	Iteration 28Q: 3 clusters Score -2.883178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 247510 members 
Entering Unmasked Estep 
Score: -28831796.000000 Penalty: 6161.888184
	Iteration 29Q: 3 clusters Score -2.88318e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 247504 members 
Entering Unmasked Estep 
Score: -28831802.000000 Penalty: 6161.888184
	Iteration 30Q: 3 clusters Score -2.88318e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 247496 members 
Entering Unmasked Estep 
Score: -28831814.000000 Penalty: 6161.888184
	Iteration 31Q: 3 clusters Score -2.883181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 247481 members 
Entering Unmasked Estep 
Score: -28831836.000000 Penalty: 6161.888184
	Iteration 32Q: 3 clusters Score -2.883184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 247469 members 
Entering Unmasked Estep 
Score: -28831820.000000 Penalty: 6161.888184
	Iteration 33Q: 3 clusters Score -2.883182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 247461 members 
Entering Unmasked Estep 
Score: -28831816.000000 Penalty: 6161.888184
	Iteration 34Q: 3 clusters Score -2.883182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 247449 members 
Entering Unmasked Estep 
Score: -28831854.000000 Penalty: 6161.888184
	Iteration 35Q: 3 clusters Score -2.883185e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 247443 members 
Entering Unmasked Estep 
Score: -28831858.000000 Penalty: 6161.888184
	Iteration 36Q: 3 clusters Score -2.883186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 247435 members 
Entering Unmasked Estep 
Score: -28831874.000000 Penalty: 6161.888184
	Iteration 37Q: 3 clusters Score -2.883187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 247437 members 
Entering Unmasked Estep 
Score: -28831876.000000 Penalty: 6161.888184
	Iteration 38Q: 3 clusters Score -2.883188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 247432 members 
Entering Unmasked Estep 
Score: -28831902.000000 Penalty: 6161.888184
	Iteration 39Q: 3 clusters Score -2.88319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 247429 members 
Entering Unmasked Estep 
Score: -28831912.000000 Penalty: 6161.888184
	Iteration 40F: 3 clusters Score -2.883191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 247426 members 
Entering Unmasked Estep 
Score: -28831900.000000 Penalty: 6161.888184
	Iteration 41Q: 3 clusters Score -2.88319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 247422 members 
Entering Unmasked Estep 
Score: -28831914.000000 Penalty: 6161.888184
	Iteration 42Q: 3 clusters Score -2.883191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 247418 members 
Entering Unmasked Estep 
Score: -28831924.000000 Penalty: 6161.888184
	Iteration 43Q: 3 clusters Score -2.883192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 247416 members 
Entering Unmasked Estep 
Score: -28831928.000000 Penalty: 6161.888184
	Iteration 44Q: 3 clusters Score -2.883193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 247412 members 
Entering Unmasked Estep 
Score: -28831948.000000 Penalty: 6161.888184
	Iteration 45Q: 3 clusters Score -2.883195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 247413 members 
Entering Unmasked Estep 
Score: -28831954.000000 Penalty: 6161.888184
	Iteration 46Q: 3 clusters Score -2.883195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 247411 members 
Entering Unmasked Estep 
Score: -28831962.000000 Penalty: 6161.888184
	Iteration 47Q: 3 clusters Score -2.883196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 247412 members 
Entering Unmasked Estep 
Score: -28831964.000000 Penalty: 6161.888184
	Iteration 48Q: 3 clusters Score -2.883196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 247413 members 
Entering Unmasked Estep 
Score: -28831958.000000 Penalty: 6161.888184
	Iteration 49Q: 3 clusters Score -2.883196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 247411 members 
Entering Unmasked Estep 
Score: -28831980.000000 Penalty: 6161.888184
	Iteration 50Q: 3 clusters Score -2.883198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 247412 members 
Entering Unmasked Estep 
Score: -28831992.000000 Penalty: 6161.888184
	Iteration 51Q: 3 clusters Score -2.883199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 247413 members 
Entering Unmasked Estep 
Score: -28831990.000000 Penalty: 6161.888184
	Iteration 52Q: 3 clusters Score -2.883199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 247412 members 
Entering Unmasked Estep 
Score: -28831994.000000 Penalty: 6161.888184
	Iteration 53Q: 3 clusters Score -2.883199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 247412 members 
Entering Unmasked Estep 
Score: -28831994.000000 Penalty: 6161.888184
	Iteration 54F: 3 clusters Score -2.883199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -313906.281250 Penalty: 1949.421631
	Iteration 0F: 2 clusters Score -313906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -310898.500000 Penalty: 3898.843262
	Iteration 0F: 3 clusters Score -310898.5 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -311446.312500 Penalty: 3898.843262
	Iteration 1F: 3 clusters Score -311446.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -311563.250000 Penalty: 3898.843262
	Iteration 2F: 3 clusters Score -311563.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -311637.218750 Penalty: 3898.843262
	Iteration 3Q: 3 clusters Score -311637.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -311684.656250 Penalty: 3898.843262
	Iteration 4Q: 3 clusters Score -311684.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -311712.281250 Penalty: 3898.843262
	Iteration 5Q: 3 clusters Score -311712.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -311731.718750 Penalty: 3898.843262
	Iteration 6Q: 3 clusters Score -311731.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -311751.906250 Penalty: 3898.843262
	Iteration 7Q: 3 clusters Score -311751.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -311765.656250 Penalty: 3898.843262
	Iteration 8Q: 3 clusters Score -311765.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -311783.468750 Penalty: 3898.843262
	Iteration 9Q: 3 clusters Score -311783.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -311796.750000 Penalty: 3898.843262
	Iteration 10Q: 3 clusters Score -311796.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -311811.468750 Penalty: 3898.843262
	Iteration 11Q: 3 clusters Score -311811.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -311824.125000 Penalty: 3898.843262
	Iteration 12Q: 3 clusters Score -311824.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -311836.937500 Penalty: 3898.843262
	Iteration 13Q: 3 clusters Score -311836.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -311848.156250 Penalty: 3898.843262
	Iteration 14Q: 3 clusters Score -311848.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -311857.187500 Penalty: 3898.843262
	Iteration 15Q: 3 clusters Score -311857.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -311864.218750 Penalty: 3898.843262
	Iteration 16Q: 3 clusters Score -311864.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -311869.750000 Penalty: 3898.843262
	Iteration 17Q: 3 clusters Score -311869.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -311875.406250 Penalty: 3898.843262
	Iteration 18Q: 3 clusters Score -311875.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -311880.125000 Penalty: 3898.843262
	Iteration 19Q: 3 clusters Score -311880.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -311886.062500 Penalty: 3898.843262
	Iteration 20F: 3 clusters Score -311886.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -311891.218750 Penalty: 3898.843262
	Iteration 21Q: 3 clusters Score -311891.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -311896.156250 Penalty: 3898.843262
	Iteration 22Q: 3 clusters Score -311896.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -311903.093750 Penalty: 3898.843262
	Iteration 23Q: 3 clusters Score -311903.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -311906.968750 Penalty: 3898.843262
	Iteration 24Q: 3 clusters Score -311907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -311908.187500 Penalty: 3898.843262
	Iteration 25Q: 3 clusters Score -311908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -311909.156250 Penalty: 3898.843262
	Iteration 26Q: 3 clusters Score -311909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -311909.500000 Penalty: 3898.843262
	Iteration 27Q: 3 clusters Score -311909.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -311909.500000 Penalty: 3898.843262
	Iteration 28F: 3 clusters Score -311909.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -459750.625000 Penalty: 2054.682129
	Iteration 0F: 2 clusters Score -459750.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -455881.625000 Penalty: 4109.364258
	Iteration 0F: 3 clusters Score -455881.6 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -456803.625000 Penalty: 4109.364258
	Iteration 1F: 3 clusters Score -456803.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -457004.812500 Penalty: 4109.364258
	Iteration 2F: 3 clusters Score -457004.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -457110.875000 Penalty: 4109.364258
	Iteration 3Q: 3 clusters Score -457110.9 nChanged 127
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: -457169.562500 Penalty: 4109.364258
	Iteration 4Q: 3 clusters Score -457169.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -457206.218750 Penalty: 4109.364258
	Iteration 5Q: 3 clusters Score -457206.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -457226.937500 Penalty: 4109.364258
	Iteration 6Q: 3 clusters Score -457226.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -457251.437500 Penalty: 4109.364258
	Iteration 7Q: 3 clusters Score -457251.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -457263.093750 Penalty: 4109.364258
	Iteration 8Q: 3 clusters Score -457263.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -457277.156250 Penalty: 4109.364258
	Iteration 9Q: 3 clusters Score -457277.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -457285.968750 Penalty: 4109.364258
	Iteration 10Q: 3 clusters Score -457286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -457292.156250 Penalty: 4109.364258
	Iteration 11Q: 3 clusters Score -457292.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -457294.468750 Penalty: 4109.364258
	Iteration 12Q: 3 clusters Score -457294.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -457297.000000 Penalty: 4109.364258
	Iteration 13Q: 3 clusters Score -457297 nChanged 7
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: -457298.843750 Penalty: 4109.364258
	Iteration 14Q: 3 clusters Score -457298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -457300.437500 Penalty: 4109.364258
	Iteration 15Q: 3 clusters Score -457300.4 nChanged 3
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: -457301.812500 Penalty: 4109.364258
	Iteration 16Q: 3 clusters Score -457301.8 nChanged 2
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: -457302.687500 Penalty: 4109.364258
	Iteration 17Q: 3 clusters Score -457302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -457303.156250 Penalty: 4109.364258
	Iteration 18Q: 3 clusters Score -457303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -457303.750000 Penalty: 4109.364258
	Iteration 19Q: 3 clusters Score -457303.8 nChanged 1
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: -457304.375000 Penalty: 4109.364258
	Iteration 20F: 3 clusters Score -457304.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Entering Unmasked Estep 
Score: -4757511.500000 Penalty: 2639.834961
	Iteration 0F: 2 clusters Score -4757512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -4729235.000000 Penalty: 5279.669922
	Iteration 0F: 3 clusters Score -4729235 nChanged 19189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4739531.000000 Penalty: 5279.669922
	Iteration 1F: 3 clusters Score -4739531 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -4739977.500000 Penalty: 5279.669922
	Iteration 2Q: 3 clusters Score -4739978 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -4740408.500000 Penalty: 5279.669922
	Iteration 3Q: 3 clusters Score -4740408 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4740893.000000 Penalty: 5279.669922
	Iteration 4Q: 3 clusters Score -4740893 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -4741505.500000 Penalty: 5279.669922
	Iteration 5Q: 3 clusters Score -4741506 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4742331.000000 Penalty: 5279.669922
	Iteration 6Q: 3 clusters Score -4742331 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -4743576.000000 Penalty: 5279.669922
	Iteration 7Q: 3 clusters Score -4743576 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -4745263.000000 Penalty: 5279.669922
	Iteration 8F: 3 clusters Score -4745263 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -4747425.000000 Penalty: 5279.669922
	Iteration 9F: 3 clusters Score -4747425 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -4749642.000000 Penalty: 5279.669922
	Iteration 10F: 3 clusters Score -4749642 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -4751497.000000 Penalty: 5279.669922
	Iteration 11F: 3 clusters Score -4751497 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -4752874.000000 Penalty: 5279.669922
	Iteration 12Q: 3 clusters Score -4752874 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4753752.000000 Penalty: 5279.669922
	Iteration 13Q: 3 clusters Score -4753752 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4754292.500000 Penalty: 5279.669922
	Iteration 14Q: 3 clusters Score -4754292 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4754638.500000 Penalty: 5279.669922
	Iteration 15Q: 3 clusters Score -4754638 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4754861.000000 Penalty: 5279.669922
	Iteration 16Q: 3 clusters Score -4754861 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4754977.000000 Penalty: 5279.669922
	Iteration 17Q: 3 clusters Score -4754977 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4755054.500000 Penalty: 5279.669922
	Iteration 18Q: 3 clusters Score -4755054 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4755109.000000 Penalty: 5279.669922
	Iteration 19Q: 3 clusters Score -4755109 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4755148.000000 Penalty: 5279.669922
	Iteration 20F: 3 clusters Score -4755148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4755177.500000 Penalty: 5279.669922
	Iteration 21Q: 3 clusters Score -4755178 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4755191.000000 Penalty: 5279.669922
	Iteration 22Q: 3 clusters Score -4755191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4755218.000000 Penalty: 5279.669922
	Iteration 23Q: 3 clusters Score -4755218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4755235.000000 Penalty: 5279.669922
	Iteration 24Q: 3 clusters Score -4755235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4755257.500000 Penalty: 5279.669922
	Iteration 25Q: 3 clusters Score -4755258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4755271.000000 Penalty: 5279.669922
	Iteration 26Q: 3 clusters Score -4755271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4755280.500000 Penalty: 5279.669922
	Iteration 27Q: 3 clusters Score -4755280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4755288.000000 Penalty: 5279.669922
	Iteration 28Q: 3 clusters Score -4755288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4755295.500000 Penalty: 5279.669922
	Iteration 29Q: 3 clusters Score -4755296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4755301.500000 Penalty: 5279.669922
	Iteration 30Q: 3 clusters Score -4755302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4755321.000000 Penalty: 5279.669922
	Iteration 31Q: 3 clusters Score -4755321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4755315.500000 Penalty: 5279.669922
	Iteration 32Q: 3 clusters Score -4755316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4755319.000000 Penalty: 5279.669922
	Iteration 33Q: 3 clusters Score -4755319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4755327.000000 Penalty: 5279.669922
	Iteration 34Q: 3 clusters Score -4755327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4755340.000000 Penalty: 5279.669922
	Iteration 35Q: 3 clusters Score -4755340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4755341.500000 Penalty: 5279.669922
	Iteration 36Q: 3 clusters Score -4755342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4755351.000000 Penalty: 5279.669922
	Iteration 37Q: 3 clusters Score -4755351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4755350.500000 Penalty: 5279.669922
	Iteration 38Q: 3 clusters Score -4755350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4755358.000000 Penalty: 5279.669922
	Iteration 39Q: 3 clusters Score -4755358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4755364.500000 Penalty: 5279.669922
	Iteration 40F: 3 clusters Score -4755364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4755368.000000 Penalty: 5279.669922
	Iteration 41Q: 3 clusters Score -4755368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4755375.500000 Penalty: 5279.669922
	Iteration 42Q: 3 clusters Score -4755376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4755378.000000 Penalty: 5279.669922
	Iteration 43Q: 3 clusters Score -4755378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4755380.500000 Penalty: 5279.669922
	Iteration 44Q: 3 clusters Score -4755380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4755384.000000 Penalty: 5279.669922
	Iteration 45Q: 3 clusters Score -4755384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4755388.500000 Penalty: 5279.669922
	Iteration 46Q: 3 clusters Score -4755388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4755384.500000 Penalty: 5279.669922
	Iteration 47Q: 3 clusters Score -4755384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4755392.500000 Penalty: 5279.669922
	Iteration 48Q: 3 clusters Score -4755392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4755395.000000 Penalty: 5279.669922
	Iteration 49Q: 3 clusters Score -4755395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4755401.500000 Penalty: 5279.669922
	Iteration 50Q: 3 clusters Score -4755402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4755399.500000 Penalty: 5279.669922
	Iteration 51Q: 3 clusters Score -4755400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4755397.500000 Penalty: 5279.669922
	Iteration 52Q: 3 clusters Score -4755398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4755408.000000 Penalty: 5279.669922
	Iteration 53Q: 3 clusters Score -4755408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4755414.500000 Penalty: 5279.669922
	Iteration 54Q: 3 clusters Score -4755414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4755414.000000 Penalty: 5279.669922
	Iteration 55Q: 3 clusters Score -4755414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4755409.000000 Penalty: 5279.669922
	Iteration 56Q: 3 clusters Score -4755409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4755407.000000 Penalty: 5279.669922
	Iteration 57Q: 3 clusters Score -4755407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4755412.500000 Penalty: 5279.669922
	Iteration 58Q: 3 clusters Score -4755412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4755405.000000 Penalty: 5279.669922
	Iteration 59Q: 3 clusters Score -4755405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4755405.000000 Penalty: 5279.669922
	Iteration 60F: 3 clusters Score -4755405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Entering Unmasked Estep 
Score: -2553695.500000 Penalty: 2473.376709
	Iteration 0F: 2 clusters Score -2553696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2538654.000000 Penalty: 4946.753418
	Iteration 0F: 3 clusters Score -2538654 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2543765.000000 Penalty: 4946.753418
	Iteration 1F: 3 clusters Score -2543765 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2544186.000000 Penalty: 4946.753418
	Iteration 2F: 3 clusters Score -2544186 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2544633.500000 Penalty: 4946.753418
	Iteration 3Q: 3 clusters Score -2544634 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2545128.500000 Penalty: 4946.753418
	Iteration 4Q: 3 clusters Score -2545128 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2545787.750000 Penalty: 4946.753418
	Iteration 5F: 3 clusters Score -2545788 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2546718.250000 Penalty: 4946.753418
	Iteration 6F: 3 clusters Score -2546718 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2547891.750000 Penalty: 4946.753418
	Iteration 7F: 3 clusters Score -2547892 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2549151.750000 Penalty: 4946.753418
	Iteration 8F: 3 clusters Score -2549152 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2550212.250000 Penalty: 4946.753418
	Iteration 9F: 3 clusters Score -2550212 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2550807.750000 Penalty: 4946.753418
	Iteration 10Q: 3 clusters Score -2550808 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2551124.750000 Penalty: 4946.753418
	Iteration 11Q: 3 clusters Score -2551125 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2551297.750000 Penalty: 4946.753418
	Iteration 12Q: 3 clusters Score -2551298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2551383.500000 Penalty: 4946.753418
	Iteration 13Q: 3 clusters Score -2551384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2551443.750000 Penalty: 4946.753418
	Iteration 14Q: 3 clusters Score -2551444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2551480.750000 Penalty: 4946.753418
	Iteration 15Q: 3 clusters Score -2551481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2551508.750000 Penalty: 4946.753418
	Iteration 16Q: 3 clusters Score -2551509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2551520.250000 Penalty: 4946.753418
	Iteration 17Q: 3 clusters Score -2551520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2551525.000000 Penalty: 4946.753418
	Iteration 18Q: 3 clusters Score -2551525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2551528.500000 Penalty: 4946.753418
	Iteration 19Q: 3 clusters Score -2551528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2551531.000000 Penalty: 4946.753418
	Iteration 20F: 3 clusters Score -2551531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2551532.000000 Penalty: 4946.753418
	Iteration 21Q: 3 clusters Score -2551532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2551531.000000 Penalty: 4946.753418
	Iteration 22Q: 3 clusters Score -2551531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2551531.000000 Penalty: 4946.753418
	Iteration 23F: 3 clusters Score -2551531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -27869.175781 Penalty: 1409.527832
	Iteration 0F: 2 clusters Score -27869.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26800.011719 Penalty: 2819.055664
	Iteration 0F: 3 clusters Score -26800.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26994.640625 Penalty: 2819.055664
	Iteration 1F: 3 clusters Score -26994.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -27085.332031 Penalty: 2819.055664
	Iteration 2F: 3 clusters Score -27085.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -27142.886719 Penalty: 2819.055664
	Iteration 3Q: 3 clusters Score -27142.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -27182.427734 Penalty: 2819.055664
	Iteration 4Q: 3 clusters Score -27182.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27202.406250 Penalty: 2819.055664
	Iteration 5Q: 3 clusters Score -27202.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27211.701172 Penalty: 2819.055664
	Iteration 6Q: 3 clusters Score -27211.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -27238.371094 Penalty: 2819.055664
	Iteration 7Q: 3 clusters Score -27238.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27244.806641 Penalty: 2819.055664
	Iteration 8Q: 3 clusters Score -27244.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27244.806641 Penalty: 2819.055664
	Iteration 9F: 3 clusters Score -27244.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Entering Unmasked Estep 
Score: -6186983.500000 Penalty: 2694.002686
	Iteration 0F: 2 clusters Score -6186984 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 26026 members 
Entering Unmasked Estep 
Score: -6151940.500000 Penalty: 5388.005371
	Iteration 0F: 3 clusters Score -6151940 nChanged 23987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -6165180.000000 Penalty: 5388.005371
	Iteration 1F: 3 clusters Score -6165180 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -6165604.500000 Penalty: 5388.005371
	Iteration 2Q: 3 clusters Score -6165604 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -6166040.500000 Penalty: 5388.005371
	Iteration 3Q: 3 clusters Score -6166040 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -6166374.000000 Penalty: 5388.005371
	Iteration 4Q: 3 clusters Score -6166374 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -6166869.500000 Penalty: 5388.005371
	Iteration 5Q: 3 clusters Score -6166870 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -6167598.500000 Penalty: 5388.005371
	Iteration 6Q: 3 clusters Score -6167598 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -6168826.500000 Penalty: 5388.005371
	Iteration 7Q: 3 clusters Score -6168826 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -6170834.000000 Penalty: 5388.005371
	Iteration 8F: 3 clusters Score -6170834 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -6173932.000000 Penalty: 5388.005371
	Iteration 9F: 3 clusters Score -6173932 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -6177859.500000 Penalty: 5388.005371
	Iteration 10F: 3 clusters Score -6177860 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -6181375.000000 Penalty: 5388.005371
	Iteration 11F: 3 clusters Score -6181375 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6183416.000000 Penalty: 5388.005371
	Iteration 12Q: 3 clusters Score -6183416 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6184114.000000 Penalty: 5388.005371
	Iteration 13Q: 3 clusters Score -6184114 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6184387.500000 Penalty: 5388.005371
	Iteration 14Q: 3 clusters Score -6184388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6184505.000000 Penalty: 5388.005371
	Iteration 15Q: 3 clusters Score -6184505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6184545.000000 Penalty: 5388.005371
	Iteration 16Q: 3 clusters Score -6184545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6184558.000000 Penalty: 5388.005371
	Iteration 17Q: 3 clusters Score -6184558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6184578.000000 Penalty: 5388.005371
	Iteration 18Q: 3 clusters Score -6184578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6184594.000000 Penalty: 5388.005371
	Iteration 19Q: 3 clusters Score -6184594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6184603.000000 Penalty: 5388.005371
	Iteration 20F: 3 clusters Score -6184603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6184606.500000 Penalty: 5388.005371
	Iteration 21Q: 3 clusters Score -6184606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6184610.000000 Penalty: 5388.005371
	Iteration 22Q: 3 clusters Score -6184610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6184610.000000 Penalty: 5388.005371
	Iteration 23Q: 3 clusters Score -6184610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6184614.500000 Penalty: 5388.005371
	Iteration 24Q: 3 clusters Score -6184614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6184614.000000 Penalty: 5388.005371
	Iteration 25Q: 3 clusters Score -6184614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6184614.000000 Penalty: 5388.005371
	Iteration 26F: 3 clusters Score -6184614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 20267 members 
Mstep: Class 3 contains 19192 members 
Mstep: Class 4 contains 1699 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 9 contains 11790 members 
Mstep: Class 11 contains 190116 members 
Mstep: Class 13 contains 248491 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 41961 members 
Mstep: Class 17 contains 21446 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 52204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655576.000000 Penalty: 49803.171875
Iteration 159Q: 16 clusters Score -7.465558e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 20271 members 
Mstep: Class 3 contains 19181 members 
Mstep: Class 4 contains 1694 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 9 contains 11819 members 
Mstep: Class 11 contains 189713 members 
Mstep: Class 13 contains 248655 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 41925 members 
Mstep: Class 17 contains 21471 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 52439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74655872.000000 Penalty: 49803.171875
Iteration 160F: 16 clusters Score -7.465587e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 20283 members 
Mstep: Class 3 contains 19179 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 8127 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 11855 members 
Mstep: Class 11 contains 189202 members 
Mstep: Class 13 contains 248664 members 
Mstep: Class 14 contains 2595 members 
Mstep: Class 15 contains 3962 members 
Mstep: Class 16 contains 41889 members 
Mstep: Class 17 contains 21765 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 52642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656088.000000 Penalty: 49803.171875
Iteration 161Q: 16 clusters Score -7.465609e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 20291 members 
Mstep: Class 3 contains 19174 members 
Mstep: Class 4 contains 1684 members 
Mstep: Class 5 contains 8127 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 11881 members 
Mstep: Class 11 contains 188756 members 
Mstep: Class 13 contains 248717 members 
Mstep: Class 14 contains 2596 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 16 contains 41848 members 
Mstep: Class 17 contains 22012 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 52808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656184.000000 Penalty: 49803.171875
Iteration 162Q: 16 clusters Score -7.465618e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 20298 members 
Mstep: Class 3 contains 19158 members 
Mstep: Class 4 contains 1680 members 
Mstep: Class 5 contains 8133 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 11907 members 
Mstep: Class 11 contains 188335 members 
Mstep: Class 13 contains 248816 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 41789 members 
Mstep: Class 17 contains 22223 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 52964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656376.000000 Penalty: 49803.171875
Iteration 163Q: 16 clusters Score -7.465638e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 20296 members 
Mstep: Class 3 contains 19137 members 
Mstep: Class 4 contains 1675 members 
Mstep: Class 5 contains 8133 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 11934 members 
Mstep: Class 11 contains 187991 members 
Mstep: Class 13 contains 248915 members 
Mstep: Class 14 contains 2592 members 
Mstep: Class 15 contains 3958 members 
Mstep: Class 16 contains 41735 members 
Mstep: Class 17 contains 22398 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 53089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656480.000000 Penalty: 49803.171875
Iteration 164Q: 16 clusters Score -7.465648e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 20308 members 
Mstep: Class 3 contains 19107 members 
Mstep: Class 4 contains 1669 members 
Mstep: Class 5 contains 8140 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 11956 members 
Mstep: Class 11 contains 187660 members 
Mstep: Class 13 contains 249050 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3954 members 
Mstep: Class 16 contains 41694 members 
Mstep: Class 17 contains 22527 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 22 contains 53194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656752.000000 Penalty: 49803.171875
Iteration 165Q: 16 clusters Score -7.465675e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 20314 members 
Mstep: Class 3 contains 19083 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 8153 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 11976 members 
Mstep: Class 11 contains 187395 members 
Mstep: Class 13 contains 249150 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 3954 members 
Mstep: Class 16 contains 41648 members 
Mstep: Class 17 contains 22633 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 53295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656768.000000 Penalty: 49803.171875
Iteration 166Q: 16 clusters Score -7.465677e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 20333 members 
Mstep: Class 3 contains 19067 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 8167 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 12005 members 
Mstep: Class 11 contains 187153 members 
Mstep: Class 13 contains 249225 members 
Mstep: Class 14 contains 2584 members 
Mstep: Class 15 contains 3954 members 
Mstep: Class 16 contains 41603 members 
Mstep: Class 17 contains 22705 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 53399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656800.000000 Penalty: 49803.171875
Iteration 167Q: 16 clusters Score -7.46568e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 20337 members 
Mstep: Class 3 contains 19045 members 
Mstep: Class 4 contains 1657 members 
Mstep: Class 5 contains 8175 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12024 members 
Mstep: Class 11 contains 186942 members 
Mstep: Class 13 contains 249311 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 3951 members 
Mstep: Class 16 contains 41562 members 
Mstep: Class 17 contains 22787 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 53486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656880.000000 Penalty: 49803.171875
Iteration 168Q: 16 clusters Score -7.465688e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 20337 members 
Mstep: Class 3 contains 19031 members 
Mstep: Class 4 contains 1656 members 
Mstep: Class 5 contains 8177 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 9 contains 12038 members 
Mstep: Class 11 contains 186777 members 
Mstep: Class 13 contains 249398 members 
Mstep: Class 14 contains 2577 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 41513 members 
Mstep: Class 17 contains 22832 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 53570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656864.000000 Penalty: 49803.171875
Iteration 169Q: 16 clusters Score -7.465686e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 20336 members 
Mstep: Class 3 contains 19013 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 8175 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 9 contains 12056 members 
Mstep: Class 11 contains 186630 members 
Mstep: Class 13 contains 249459 members 
Mstep: Class 14 contains 2574 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 41471 members 
Mstep: Class 17 contains 22875 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 53665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656816.000000 Penalty: 49803.171875
Iteration 170Q: 16 clusters Score -7.465682e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 20336 members 
Mstep: Class 3 contains 18997 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 8170 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12062 members 
Mstep: Class 11 contains 186524 members 
Mstep: Class 13 contains 249491 members 
Mstep: Class 14 contains 2571 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 41435 members 
Mstep: Class 17 contains 22913 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 53754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656872.000000 Penalty: 49803.171875
Iteration 171Q: 16 clusters Score -7.465687e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 20341 members 
Mstep: Class 3 contains 18979 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 8170 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 11 contains 186430 members 
Mstep: Class 13 contains 249501 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 41411 members 
Mstep: Class 17 contains 22938 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 53830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656936.000000 Penalty: 49803.171875
Iteration 172Q: 16 clusters Score -7.465694e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 20343 members 
Mstep: Class 3 contains 18963 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 8173 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 12094 members 
Mstep: Class 11 contains 186361 members 
Mstep: Class 13 contains 249486 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 3944 members 
Mstep: Class 16 contains 41388 members 
Mstep: Class 17 contains 22960 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 53912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74656984.000000 Penalty: 49803.171875
Iteration 173Q: 16 clusters Score -7.465698e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 20344 members 
Mstep: Class 3 contains 18949 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 8179 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 12110 members 
Mstep: Class 11 contains 186264 members 
Mstep: Class 13 contains 249484 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 41371 members 
Mstep: Class 17 contains 22975 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657048.000000 Penalty: 49803.171875
Iteration 174Q: 16 clusters Score -7.465705e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 20347 members 
Mstep: Class 3 contains 18933 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 8185 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 12133 members 
Mstep: Class 11 contains 186213 members 
Mstep: Class 13 contains 249446 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 41358 members 
Mstep: Class 17 contains 22985 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657144.000000 Penalty: 49803.171875
Iteration 175Q: 16 clusters Score -7.465714e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 20353 members 
Mstep: Class 3 contains 18915 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 8187 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 12162 members 
Mstep: Class 11 contains 186162 members 
Mstep: Class 13 contains 249416 members 
Mstep: Class 14 contains 2579 members 
Mstep: Class 15 contains 3945 members 
Mstep: Class 16 contains 41338 members 
Mstep: Class 17 contains 22994 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657256.000000 Penalty: 49803.171875
Iteration 176Q: 16 clusters Score -7.465726e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 20355 members 
Mstep: Class 3 contains 18907 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 8190 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 11 contains 186137 members 
Mstep: Class 13 contains 249352 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 41320 members 
Mstep: Class 17 contains 23006 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657416.000000 Penalty: 49803.171875
Iteration 177Q: 16 clusters Score -7.465742e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 20355 members 
Mstep: Class 3 contains 18896 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 8192 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12217 members 
Mstep: Class 11 contains 186116 members 
Mstep: Class 13 contains 249288 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 41304 members 
Mstep: Class 17 contains 23019 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657304.000000 Penalty: 49803.171875
Iteration 178Q: 16 clusters Score -7.46573e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20363 members 
Mstep: Class 3 contains 18885 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12235 members 
Mstep: Class 11 contains 186131 members 
Mstep: Class 13 contains 249193 members 
Mstep: Class 14 contains 2579 members 
Mstep: Class 15 contains 3944 members 
Mstep: Class 16 contains 41293 members 
Mstep: Class 17 contains 23034 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657448.000000 Penalty: 49803.171875
Iteration 179Q: 16 clusters Score -7.465745e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 20368 members 
Mstep: Class 3 contains 18873 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 8188 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12255 members 
Mstep: Class 11 contains 186158 members 
Mstep: Class 13 contains 249099 members 
Mstep: Class 14 contains 2580 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 41287 members 
Mstep: Class 17 contains 23042 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657440.000000 Penalty: 49803.171875
Iteration 180F: 16 clusters Score -7.465744e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20370 members 
Mstep: Class 3 contains 18866 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 8186 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 11 contains 186167 members 
Mstep: Class 13 contains 249034 members 
Mstep: Class 14 contains 2584 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 41273 members 
Mstep: Class 17 contains 23052 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657392.000000 Penalty: 49803.171875
Iteration 181Q: 16 clusters Score -7.465739e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20371 members 
Mstep: Class 3 contains 18861 members 
Mstep: Class 4 contains 1645 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12290 members 
Mstep: Class 11 contains 186149 members 
Mstep: Class 13 contains 248998 members 
Mstep: Class 14 contains 2583 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 41257 members 
Mstep: Class 17 contains 23064 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657520.000000 Penalty: 49803.171875
Iteration 182Q: 16 clusters Score -7.465752e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 20378 members 
Mstep: Class 3 contains 18856 members 
Mstep: Class 4 contains 1642 members 
Mstep: Class 5 contains 8188 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12306 members 
Mstep: Class 11 contains 186121 members 
Mstep: Class 13 contains 248956 members 
Mstep: Class 14 contains 2582 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 41252 members 
Mstep: Class 17 contains 23076 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657640.000000 Penalty: 49803.171875
Iteration 183Q: 16 clusters Score -7.465764e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 20384 members 
Mstep: Class 3 contains 18850 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 8184 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12330 members 
Mstep: Class 11 contains 186116 members 
Mstep: Class 13 contains 248912 members 
Mstep: Class 14 contains 2582 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 41241 members 
Mstep: Class 17 contains 23076 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657648.000000 Penalty: 49803.171875
Iteration 184Q: 16 clusters Score -7.465765e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 20392 members 
Mstep: Class 3 contains 18850 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 8187 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 11 contains 186120 members 
Mstep: Class 13 contains 248839 members 
Mstep: Class 14 contains 2584 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 41227 members 
Mstep: Class 17 contains 23083 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657768.000000 Penalty: 49803.171875
Iteration 185Q: 16 clusters Score -7.465777e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20398 members 
Mstep: Class 3 contains 18850 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 8186 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12363 members 
Mstep: Class 11 contains 186115 members 
Mstep: Class 13 contains 248774 members 
Mstep: Class 14 contains 2583 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 41212 members 
Mstep: Class 17 contains 23093 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657632.000000 Penalty: 49803.171875
Iteration 186Q: 16 clusters Score -7.465763e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 20406 members 
Mstep: Class 3 contains 18847 members 
Mstep: Class 4 contains 1625 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 11 contains 186101 members 
Mstep: Class 13 contains 248711 members 
Mstep: Class 14 contains 2584 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 41203 members 
Mstep: Class 17 contains 23102 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657696.000000 Penalty: 49803.171875
Iteration 187Q: 16 clusters Score -7.46577e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 20417 members 
Mstep: Class 3 contains 18841 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 8192 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12393 members 
Mstep: Class 11 contains 186079 members 
Mstep: Class 13 contains 248679 members 
Mstep: Class 14 contains 2586 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 41192 members 
Mstep: Class 17 contains 23118 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657680.000000 Penalty: 49803.171875
Iteration 188Q: 16 clusters Score -7.465768e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 20424 members 
Mstep: Class 3 contains 18834 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 8198 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12403 members 
Mstep: Class 11 contains 186059 members 
Mstep: Class 13 contains 248658 members 
Mstep: Class 14 contains 2589 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 41188 members 
Mstep: Class 17 contains 23136 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657672.000000 Penalty: 49803.171875
Iteration 189Q: 16 clusters Score -7.465767e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 20431 members 
Mstep: Class 3 contains 18834 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 8201 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12417 members 
Mstep: Class 11 contains 186059 members 
Mstep: Class 13 contains 248620 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 41177 members 
Mstep: Class 17 contains 23145 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657616.000000 Penalty: 49803.171875
Iteration 190Q: 16 clusters Score -7.465762e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 20436 members 
Mstep: Class 3 contains 18833 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 8201 members 
Mstep: Class 6 contains 1288 members 
Mstep: Class 9 contains 12432 members 
Mstep: Class 11 contains 186085 members 
Mstep: Class 13 contains 248564 members 
Mstep: Class 14 contains 2589 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41163 members 
Mstep: Class 17 contains 23153 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657568.000000 Penalty: 49803.171875
Iteration 191Q: 16 clusters Score -7.465757e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 20444 members 
Mstep: Class 3 contains 18831 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 8201 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 12439 members 
Mstep: Class 11 contains 186115 members 
Mstep: Class 13 contains 248494 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41145 members 
Mstep: Class 17 contains 23167 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657464.000000 Penalty: 49803.171875
Iteration 192Q: 16 clusters Score -7.465746e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 20447 members 
Mstep: Class 3 contains 18833 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8196 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 12447 members 
Mstep: Class 11 contains 186153 members 
Mstep: Class 13 contains 248415 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41124 members 
Mstep: Class 17 contains 23183 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657472.000000 Penalty: 49803.171875
Iteration 193Q: 16 clusters Score -7.465747e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 20447 members 
Mstep: Class 3 contains 18830 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 9 contains 12457 members 
Mstep: Class 11 contains 186183 members 
Mstep: Class 13 contains 248350 members 
Mstep: Class 14 contains 2589 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41108 members 
Mstep: Class 17 contains 23202 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657584.000000 Penalty: 49803.171875
Iteration 194Q: 16 clusters Score -7.465758e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 20446 members 
Mstep: Class 3 contains 18828 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12459 members 
Mstep: Class 11 contains 186208 members 
Mstep: Class 13 contains 248302 members 
Mstep: Class 14 contains 2589 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 41098 members 
Mstep: Class 17 contains 23209 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 54987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657560.000000 Penalty: 49803.171875
Iteration 195Q: 16 clusters Score -7.465756e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20451 members 
Mstep: Class 3 contains 18824 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12465 members 
Mstep: Class 11 contains 186229 members 
Mstep: Class 13 contains 248260 members 
Mstep: Class 14 contains 2589 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 41087 members 
Mstep: Class 17 contains 23217 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657560.000000 Penalty: 49803.171875
Iteration 196Q: 16 clusters Score -7.465756e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 18818 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8191 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12472 members 
Mstep: Class 11 contains 186264 members 
Mstep: Class 13 contains 248208 members 
Mstep: Class 14 contains 2589 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 41081 members 
Mstep: Class 17 contains 23222 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657608.000000 Penalty: 49803.171875
Iteration 197Q: 16 clusters Score -7.465761e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20455 members 
Mstep: Class 3 contains 18814 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8185 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12469 members 
Mstep: Class 11 contains 186299 members 
Mstep: Class 13 contains 248172 members 
Mstep: Class 14 contains 2589 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 41076 members 
Mstep: Class 17 contains 23227 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657480.000000 Penalty: 49803.171875
Iteration 198Q: 16 clusters Score -7.465748e+07 nChanged 104
Entering ConstructFrom: 
Score: -74657480.000000 Penalty: 49803.171875
Entering ConstructFrom: 
Trying to split cluster 1 (28648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Entering Unmasked Estep 
Score: -3320323.500000 Penalty: 2545.184082
	Iteration 0F: 2 clusters Score -3320324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3300643.500000 Penalty: 5090.368164
	Iteration 0F: 3 clusters Score -3300644 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3307546.000000 Penalty: 5090.368164
	Iteration 1F: 3 clusters Score -3307546 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -3307976.750000 Penalty: 5090.368164
	Iteration 2Q: 3 clusters Score -3307977 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3308362.750000 Penalty: 5090.368164
	Iteration 3Q: 3 clusters Score -3308363 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3308827.000000 Penalty: 5090.368164
	Iteration 4Q: 3 clusters Score -3308827 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3309412.000000 Penalty: 5090.368164
	Iteration 5Q: 3 clusters Score -3309412 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3310316.000000 Penalty: 5090.368164
	Iteration 6F: 3 clusters Score -3310316 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3311560.750000 Penalty: 5090.368164
	Iteration 7F: 3 clusters Score -3311561 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3313195.500000 Penalty: 5090.368164
	Iteration 8F: 3 clusters Score -3313196 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3315157.000000 Penalty: 5090.368164
	Iteration 9F: 3 clusters Score -3315157 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3316889.750000 Penalty: 5090.368164
	Iteration 10F: 3 clusters Score -3316890 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3318119.000000 Penalty: 5090.368164
	Iteration 11Q: 3 clusters Score -3318119 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3318839.000000 Penalty: 5090.368164
	Iteration 12Q: 3 clusters Score -3318839 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3319122.000000 Penalty: 5090.368164
	Iteration 13Q: 3 clusters Score -3319122 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3319221.250000 Penalty: 5090.368164
	Iteration 14Q: 3 clusters Score -3319221 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3319263.000000 Penalty: 5090.368164
	Iteration 15Q: 3 clusters Score -3319263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3319284.000000 Penalty: 5090.368164
	Iteration 16Q: 3 clusters Score -3319284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3319298.750000 Penalty: 5090.368164
	Iteration 17Q: 3 clusters Score -3319299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3319300.250000 Penalty: 5090.368164
	Iteration 18Q: 3 clusters Score -3319300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3319314.250000 Penalty: 5090.368164
	Iteration 19Q: 3 clusters Score -3319314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -3319319.750000 Penalty: 5090.368164
	Iteration 20F: 3 clusters Score -3319320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3319324.250000 Penalty: 5090.368164
	Iteration 21Q: 3 clusters Score -3319324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3319325.000000 Penalty: 5090.368164
	Iteration 22Q: 3 clusters Score -3319325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -3319324.750000 Penalty: 5090.368164
	Iteration 23Q: 3 clusters Score -3319325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3319326.250000 Penalty: 5090.368164
	Iteration 24Q: 3 clusters Score -3319326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3319326.250000 Penalty: 5090.368164
	Iteration 25Q: 3 clusters Score -3319326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -3319327.000000 Penalty: 5090.368164
	Iteration 26Q: 3 clusters Score -3319327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -3319327.000000 Penalty: 5090.368164
	Iteration 27F: 3 clusters Score -3319327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Entering Unmasked Estep 
Score: -2401582.500000 Penalty: 2461.631592
	Iteration 0F: 2 clusters Score -2401582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2387271.500000 Penalty: 4923.263184
	Iteration 0F: 3 clusters Score -2387272 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2392183.750000 Penalty: 4923.263184
	Iteration 1F: 3 clusters Score -2392184 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2392814.500000 Penalty: 4923.263184
	Iteration 2F: 3 clusters Score -2392814 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2393430.000000 Penalty: 4923.263184
	Iteration 3F: 3 clusters Score -2393430 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2394033.500000 Penalty: 4923.263184
	Iteration 4F: 3 clusters Score -2394034 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2394629.750000 Penalty: 4923.263184
	Iteration 5F: 3 clusters Score -2394630 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2395227.500000 Penalty: 4923.263184
	Iteration 6F: 3 clusters Score -2395228 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2395828.750000 Penalty: 4923.263184
	Iteration 7F: 3 clusters Score -2395829 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2396525.000000 Penalty: 4923.263184
	Iteration 8F: 3 clusters Score -2396525 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2397140.500000 Penalty: 4923.263184
	Iteration 9F: 3 clusters Score -2397140 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2397689.500000 Penalty: 4923.263184
	Iteration 10Q: 3 clusters Score -2397690 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2398009.750000 Penalty: 4923.263184
	Iteration 11Q: 3 clusters Score -2398010 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2398209.000000 Penalty: 4923.263184
	Iteration 12Q: 3 clusters Score -2398209 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2398317.000000 Penalty: 4923.263184
	Iteration 13Q: 3 clusters Score -2398317 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2398413.000000 Penalty: 4923.263184
	Iteration 14Q: 3 clusters Score -2398413 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2398499.250000 Penalty: 4923.263184
	Iteration 15Q: 3 clusters Score -2398499 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2398567.750000 Penalty: 4923.263184
	Iteration 16Q: 3 clusters Score -2398568 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2398616.500000 Penalty: 4923.263184
	Iteration 17Q: 3 clusters Score -2398616 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2398667.250000 Penalty: 4923.263184
	Iteration 18Q: 3 clusters Score -2398667 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2398699.000000 Penalty: 4923.263184
	Iteration 19Q: 3 clusters Score -2398699 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2398733.750000 Penalty: 4923.263184
	Iteration 20F: 3 clusters Score -2398734 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2398760.750000 Penalty: 4923.263184
	Iteration 21Q: 3 clusters Score -2398761 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2398790.000000 Penalty: 4923.263184
	Iteration 22Q: 3 clusters Score -2398790 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2398809.500000 Penalty: 4923.263184
	Iteration 23Q: 3 clusters Score -2398810 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2398838.750000 Penalty: 4923.263184
	Iteration 24Q: 3 clusters Score -2398839 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2398860.250000 Penalty: 4923.263184
	Iteration 25Q: 3 clusters Score -2398860 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2398879.750000 Penalty: 4923.263184
	Iteration 26Q: 3 clusters Score -2398880 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2398889.750000 Penalty: 4923.263184
	Iteration 27Q: 3 clusters Score -2398890 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2398916.750000 Penalty: 4923.263184
	Iteration 28Q: 3 clusters Score -2398917 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2398940.750000 Penalty: 4923.263184
	Iteration 29Q: 3 clusters Score -2398941 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2398960.500000 Penalty: 4923.263184
	Iteration 30Q: 3 clusters Score -2398960 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2398987.500000 Penalty: 4923.263184
	Iteration 31Q: 3 clusters Score -2398988 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2399024.500000 Penalty: 4923.263184
	Iteration 32Q: 3 clusters Score -2399024 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2399054.750000 Penalty: 4923.263184
	Iteration 33Q: 3 clusters Score -2399055 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2399088.750000 Penalty: 4923.263184
	Iteration 34Q: 3 clusters Score -2399089 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2399125.500000 Penalty: 4923.263184
	Iteration 35Q: 3 clusters Score -2399126 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2399167.750000 Penalty: 4923.263184
	Iteration 36Q: 3 clusters Score -2399168 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2399202.000000 Penalty: 4923.263184
	Iteration 37Q: 3 clusters Score -2399202 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2399230.500000 Penalty: 4923.263184
	Iteration 38Q: 3 clusters Score -2399230 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2399264.500000 Penalty: 4923.263184
	Iteration 39Q: 3 clusters Score -2399264 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2399288.500000 Penalty: 4923.263184
	Iteration 40F: 3 clusters Score -2399288 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2399314.000000 Penalty: 4923.263184
	Iteration 41Q: 3 clusters Score -2399314 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2399354.750000 Penalty: 4923.263184
	Iteration 42Q: 3 clusters Score -2399355 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2399376.750000 Penalty: 4923.263184
	Iteration 43Q: 3 clusters Score -2399377 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2399409.250000 Penalty: 4923.263184
	Iteration 44Q: 3 clusters Score -2399409 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2399431.250000 Penalty: 4923.263184
	Iteration 45Q: 3 clusters Score -2399431 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2399451.000000 Penalty: 4923.263184
	Iteration 46Q: 3 clusters Score -2399451 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2399484.000000 Penalty: 4923.263184
	Iteration 47Q: 3 clusters Score -2399484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2399496.000000 Penalty: 4923.263184
	Iteration 48Q: 3 clusters Score -2399496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2399524.750000 Penalty: 4923.263184
	Iteration 49Q: 3 clusters Score -2399525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2399549.250000 Penalty: 4923.263184
	Iteration 50Q: 3 clusters Score -2399549 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2399561.250000 Penalty: 4923.263184
	Iteration 51Q: 3 clusters Score -2399561 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2399588.500000 Penalty: 4923.263184
	Iteration 52Q: 3 clusters Score -2399588 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2399602.000000 Penalty: 4923.263184
	Iteration 53Q: 3 clusters Score -2399602 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2399620.750000 Penalty: 4923.263184
	Iteration 54Q: 3 clusters Score -2399621 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2399643.500000 Penalty: 4923.263184
	Iteration 55Q: 3 clusters Score -2399644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2399658.250000 Penalty: 4923.263184
	Iteration 56Q: 3 clusters Score -2399658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2399678.500000 Penalty: 4923.263184
	Iteration 57Q: 3 clusters Score -2399678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2399693.250000 Penalty: 4923.263184
	Iteration 58Q: 3 clusters Score -2399693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2399707.500000 Penalty: 4923.263184
	Iteration 59Q: 3 clusters Score -2399708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2399710.750000 Penalty: 4923.263184
	Iteration 60F: 3 clusters Score -2399711 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2399729.000000 Penalty: 4923.263184
	Iteration 61Q: 3 clusters Score -2399729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2399744.500000 Penalty: 4923.263184
	Iteration 62Q: 3 clusters Score -2399744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2399751.500000 Penalty: 4923.263184
	Iteration 63Q: 3 clusters Score -2399752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2399773.250000 Penalty: 4923.263184
	Iteration 64Q: 3 clusters Score -2399773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2399785.750000 Penalty: 4923.263184
	Iteration 65Q: 3 clusters Score -2399786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2399797.500000 Penalty: 4923.263184
	Iteration 66Q: 3 clusters Score -2399798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2399806.750000 Penalty: 4923.263184
	Iteration 67Q: 3 clusters Score -2399807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2399808.000000 Penalty: 4923.263184
	Iteration 68Q: 3 clusters Score -2399808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2399818.250000 Penalty: 4923.263184
	Iteration 69Q: 3 clusters Score -2399818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2399831.500000 Penalty: 4923.263184
	Iteration 70Q: 3 clusters Score -2399832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2399837.500000 Penalty: 4923.263184
	Iteration 71Q: 3 clusters Score -2399838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2399839.750000 Penalty: 4923.263184
	Iteration 72Q: 3 clusters Score -2399840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2399845.500000 Penalty: 4923.263184
	Iteration 73Q: 3 clusters Score -2399846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2399847.000000 Penalty: 4923.263184
	Iteration 74Q: 3 clusters Score -2399847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2399855.000000 Penalty: 4923.263184
	Iteration 75Q: 3 clusters Score -2399855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2399865.000000 Penalty: 4923.263184
	Iteration 76Q: 3 clusters Score -2399865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2399867.500000 Penalty: 4923.263184
	Iteration 77Q: 3 clusters Score -2399868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2399872.500000 Penalty: 4923.263184
	Iteration 78Q: 3 clusters Score -2399872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2399878.000000 Penalty: 4923.263184
	Iteration 79Q: 3 clusters Score -2399878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2399880.250000 Penalty: 4923.263184
	Iteration 80F: 3 clusters Score -2399880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2399879.500000 Penalty: 4923.263184
	Iteration 81Q: 3 clusters Score -2399880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2399884.500000 Penalty: 4923.263184
	Iteration 82Q: 3 clusters Score -2399884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2399886.500000 Penalty: 4923.263184
	Iteration 83Q: 3 clusters Score -2399886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2399886.000000 Penalty: 4923.263184
	Iteration 84Q: 3 clusters Score -2399886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2399885.750000 Penalty: 4923.263184
	Iteration 85Q: 3 clusters Score -2399886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2399889.250000 Penalty: 4923.263184
	Iteration 86Q: 3 clusters Score -2399889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2399885.250000 Penalty: 4923.263184
	Iteration 87Q: 3 clusters Score -2399885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2399888.750000 Penalty: 4923.263184
	Iteration 88Q: 3 clusters Score -2399889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2399892.250000 Penalty: 4923.263184
	Iteration 89Q: 3 clusters Score -2399892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2399899.500000 Penalty: 4923.263184
	Iteration 90Q: 3 clusters Score -2399900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2399900.000000 Penalty: 4923.263184
	Iteration 91Q: 3 clusters Score -2399900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2399903.000000 Penalty: 4923.263184
	Iteration 92Q: 3 clusters Score -2399903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2399913.000000 Penalty: 4923.263184
	Iteration 93Q: 3 clusters Score -2399913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2399915.750000 Penalty: 4923.263184
	Iteration 94Q: 3 clusters Score -2399916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2399923.750000 Penalty: 4923.263184
	Iteration 95Q: 3 clusters Score -2399924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2399920.250000 Penalty: 4923.263184
	Iteration 96Q: 3 clusters Score -2399920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2399925.500000 Penalty: 4923.263184
	Iteration 97Q: 3 clusters Score -2399926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2399928.750000 Penalty: 4923.263184
	Iteration 98Q: 3 clusters Score -2399929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2399931.500000 Penalty: 4923.263184
	Iteration 99Q: 3 clusters Score -2399932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2399936.750000 Penalty: 4923.263184
	Iteration 100F: 3 clusters Score -2399937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2399944.250000 Penalty: 4923.263184
	Iteration 101Q: 3 clusters Score -2399944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2399949.000000 Penalty: 4923.263184
	Iteration 102Q: 3 clusters Score -2399949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2399950.750000 Penalty: 4923.263184
	Iteration 103Q: 3 clusters Score -2399951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2399953.500000 Penalty: 4923.263184
	Iteration 104Q: 3 clusters Score -2399954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2399954.000000 Penalty: 4923.263184
	Iteration 105Q: 3 clusters Score -2399954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2399956.250000 Penalty: 4923.263184
	Iteration 106Q: 3 clusters Score -2399956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2399960.500000 Penalty: 4923.263184
	Iteration 107Q: 3 clusters Score -2399960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2399958.000000 Penalty: 4923.263184
	Iteration 108Q: 3 clusters Score -2399958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2399966.250000 Penalty: 4923.263184
	Iteration 109Q: 3 clusters Score -2399966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2399967.250000 Penalty: 4923.263184
	Iteration 110Q: 3 clusters Score -2399967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2399966.000000 Penalty: 4923.263184
	Iteration 111Q: 3 clusters Score -2399966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2399965.250000 Penalty: 4923.263184
	Iteration 112Q: 3 clusters Score -2399965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2399962.000000 Penalty: 4923.263184
	Iteration 113Q: 3 clusters Score -2399962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2399963.250000 Penalty: 4923.263184
	Iteration 114Q: 3 clusters Score -2399963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2399961.750000 Penalty: 4923.263184
	Iteration 115Q: 3 clusters Score -2399962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2399963.000000 Penalty: 4923.263184
	Iteration 116Q: 3 clusters Score -2399963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2399962.250000 Penalty: 4923.263184
	Iteration 117Q: 3 clusters Score -2399962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2399962.250000 Penalty: 4923.263184
	Iteration 118F: 3 clusters Score -2399962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Entering Unmasked Estep 
Score: -2203856.500000 Penalty: 2440.877930
	Iteration 0F: 2 clusters Score -2203856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2190552.750000 Penalty: 4881.755859
	Iteration 0F: 3 clusters Score -2190553 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2194904.500000 Penalty: 4881.755859
	Iteration 1F: 3 clusters Score -2194904 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2195336.000000 Penalty: 4881.755859
	Iteration 2F: 3 clusters Score -2195336 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2195748.250000 Penalty: 4881.755859
	Iteration 3F: 3 clusters Score -2195748 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2196199.250000 Penalty: 4881.755859
	Iteration 4Q: 3 clusters Score -2196199 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2196742.250000 Penalty: 4881.755859
	Iteration 5Q: 3 clusters Score -2196742 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2197387.500000 Penalty: 4881.755859
	Iteration 6F: 3 clusters Score -2197388 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2198159.250000 Penalty: 4881.755859
	Iteration 7F: 3 clusters Score -2198159 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2199048.000000 Penalty: 4881.755859
	Iteration 8F: 3 clusters Score -2199048 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2199940.500000 Penalty: 4881.755859
	Iteration 9F: 3 clusters Score -2199940 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2200677.000000 Penalty: 4881.755859
	Iteration 10F: 3 clusters Score -2200677 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2201152.000000 Penalty: 4881.755859
	Iteration 11Q: 3 clusters Score -2201152 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2201487.750000 Penalty: 4881.755859
	Iteration 12Q: 3 clusters Score -2201488 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2201733.500000 Penalty: 4881.755859
	Iteration 13Q: 3 clusters Score -2201734 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2201916.250000 Penalty: 4881.755859
	Iteration 14Q: 3 clusters Score -2201916 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2202048.250000 Penalty: 4881.755859
	Iteration 15Q: 3 clusters Score -2202048 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2202123.000000 Penalty: 4881.755859
	Iteration 16Q: 3 clusters Score -2202123 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2202171.000000 Penalty: 4881.755859
	Iteration 17Q: 3 clusters Score -2202171 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2202209.000000 Penalty: 4881.755859
	Iteration 18Q: 3 clusters Score -2202209 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2202245.750000 Penalty: 4881.755859
	Iteration 19Q: 3 clusters Score -2202246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2202254.250000 Penalty: 4881.755859
	Iteration 20F: 3 clusters Score -2202254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2202268.000000 Penalty: 4881.755859
	Iteration 21Q: 3 clusters Score -2202268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2202272.000000 Penalty: 4881.755859
	Iteration 22Q: 3 clusters Score -2202272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2202276.000000 Penalty: 4881.755859
	Iteration 23Q: 3 clusters Score -2202276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2202282.250000 Penalty: 4881.755859
	Iteration 24Q: 3 clusters Score -2202282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2202277.500000 Penalty: 4881.755859
	Iteration 25Q: 3 clusters Score -2202278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2202281.250000 Penalty: 4881.755859
	Iteration 26Q: 3 clusters Score -2202281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2202282.250000 Penalty: 4881.755859
	Iteration 27Q: 3 clusters Score -2202282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2202284.250000 Penalty: 4881.755859
	Iteration 28Q: 3 clusters Score -2202284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2202289.000000 Penalty: 4881.755859
	Iteration 29Q: 3 clusters Score -2202289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2202288.500000 Penalty: 4881.755859
	Iteration 30Q: 3 clusters Score -2202288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2202286.000000 Penalty: 4881.755859
	Iteration 31Q: 3 clusters Score -2202286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2202289.250000 Penalty: 4881.755859
	Iteration 32Q: 3 clusters Score -2202289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2202289.250000 Penalty: 4881.755859
	Iteration 33Q: 3 clusters Score -2202289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2202293.000000 Penalty: 4881.755859
	Iteration 34Q: 3 clusters Score -2202293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2202291.750000 Penalty: 4881.755859
	Iteration 35Q: 3 clusters Score -2202292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2202290.750000 Penalty: 4881.755859
	Iteration 36Q: 3 clusters Score -2202291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2202291.250000 Penalty: 4881.755859
	Iteration 37Q: 3 clusters Score -2202291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2202291.250000 Penalty: 4881.755859
	Iteration 38F: 3 clusters Score -2202291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -174526.562500 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -174526.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -172145.562500 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -172145.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -172587.375000 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -172587.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -172766.890625 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -172766.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -172981.953125 Penalty: 3658.437500
	Iteration 3F: 3 clusters Score -172982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -173153.640625 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -173153.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -173337.296875 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -173337.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -173442.890625 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -173442.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -173514.046875 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -173514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -173574.375000 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -173574.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -173621.625000 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -173621.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -173653.859375 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -173653.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -173677.046875 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -173677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -173697.562500 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -173697.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -173718.203125 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -173718.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -173739.015625 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -173739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -173755.609375 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -173755.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -173769.906250 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -173769.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -173787.734375 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -173787.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -173806.718750 Penalty: 3658.437500
	Iteration 18Q: 3 clusters Score -173806.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -173814.140625 Penalty: 3658.437500
	Iteration 19Q: 3 clusters Score -173814.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -173824.890625 Penalty: 3658.437500
	Iteration 20F: 3 clusters Score -173824.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -173832.328125 Penalty: 3658.437500
	Iteration 21Q: 3 clusters Score -173832.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -173841.406250 Penalty: 3658.437500
	Iteration 22Q: 3 clusters Score -173841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -173847.937500 Penalty: 3658.437500
	Iteration 23Q: 3 clusters Score -173847.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -173853.765625 Penalty: 3658.437500
	Iteration 24Q: 3 clusters Score -173853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -173855.687500 Penalty: 3658.437500
	Iteration 25Q: 3 clusters Score -173855.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -173855.687500 Penalty: 3658.437500
	Iteration 26F: 3 clusters Score -173855.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Entering Unmasked Estep 
Score: -972380.625000 Penalty: 2234.312500
	Iteration 0F: 2 clusters Score -972380.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -965885.125000 Penalty: 4468.625000
	Iteration 0F: 3 clusters Score -965885.1 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -967635.562500 Penalty: 4468.625000
	Iteration 1F: 3 clusters Score -967635.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -967925.125000 Penalty: 4468.625000
	Iteration 2F: 3 clusters Score -967925.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -968121.125000 Penalty: 4468.625000
	Iteration 3F: 3 clusters Score -968121.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -968267.937500 Penalty: 4468.625000
	Iteration 4Q: 3 clusters Score -968267.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -968395.250000 Penalty: 4468.625000
	Iteration 5Q: 3 clusters Score -968395.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -968507.750000 Penalty: 4468.625000
	Iteration 6Q: 3 clusters Score -968507.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -968625.687500 Penalty: 4468.625000
	Iteration 7Q: 3 clusters Score -968625.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -968752.625000 Penalty: 4468.625000
	Iteration 8Q: 3 clusters Score -968752.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -968887.250000 Penalty: 4468.625000
	Iteration 9Q: 3 clusters Score -968887.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -969027.375000 Penalty: 4468.625000
	Iteration 10Q: 3 clusters Score -969027.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -969189.375000 Penalty: 4468.625000
	Iteration 11Q: 3 clusters Score -969189.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -969348.875000 Penalty: 4468.625000
	Iteration 12Q: 3 clusters Score -969348.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -969507.875000 Penalty: 4468.625000
	Iteration 13Q: 3 clusters Score -969507.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -969717.500000 Penalty: 4468.625000
	Iteration 14Q: 3 clusters Score -969717.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -969917.125000 Penalty: 4468.625000
	Iteration 15Q: 3 clusters Score -969917.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -970096.125000 Penalty: 4468.625000
	Iteration 16Q: 3 clusters Score -970096.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -970219.062500 Penalty: 4468.625000
	Iteration 17Q: 3 clusters Score -970219.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -970306.125000 Penalty: 4468.625000
	Iteration 18Q: 3 clusters Score -970306.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -970373.000000 Penalty: 4468.625000
	Iteration 19Q: 3 clusters Score -970373 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -970416.937500 Penalty: 4468.625000
	Iteration 20F: 3 clusters Score -970416.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -970444.875000 Penalty: 4468.625000
	Iteration 21Q: 3 clusters Score -970444.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -970464.687500 Penalty: 4468.625000
	Iteration 22Q: 3 clusters Score -970464.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -970480.312500 Penalty: 4468.625000
	Iteration 23Q: 3 clusters Score -970480.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -970496.437500 Penalty: 4468.625000
	Iteration 24Q: 3 clusters Score -970496.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -970509.125000 Penalty: 4468.625000
	Iteration 25Q: 3 clusters Score -970509.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -970517.250000 Penalty: 4468.625000
	Iteration 26Q: 3 clusters Score -970517.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -970523.312500 Penalty: 4468.625000
	Iteration 27Q: 3 clusters Score -970523.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -970532.187500 Penalty: 4468.625000
	Iteration 28Q: 3 clusters Score -970532.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -970538.000000 Penalty: 4468.625000
	Iteration 29Q: 3 clusters Score -970538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -970549.062500 Penalty: 4468.625000
	Iteration 30Q: 3 clusters Score -970549.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -970553.625000 Penalty: 4468.625000
	Iteration 31Q: 3 clusters Score -970553.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -970561.937500 Penalty: 4468.625000
	Iteration 32Q: 3 clusters Score -970561.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -970567.312500 Penalty: 4468.625000
	Iteration 33Q: 3 clusters Score -970567.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -970574.437500 Penalty: 4468.625000
	Iteration 34Q: 3 clusters Score -970574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -970576.500000 Penalty: 4468.625000
	Iteration 35Q: 3 clusters Score -970576.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -970576.187500 Penalty: 4468.625000
	Iteration 36Q: 3 clusters Score -970576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -970576.937500 Penalty: 4468.625000
	Iteration 37Q: 3 clusters Score -970576.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -970576.937500 Penalty: 4468.625000
	Iteration 38F: 3 clusters Score -970576.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -135916.343750 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -135916.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133811.734375 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -133811.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -134159.390625 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -134159.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -134286.171875 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -134286.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -134345.203125 Penalty: 3552.549072
	Iteration 3Q: 3 clusters Score -134345.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -134389.000000 Penalty: 3552.549072
	Iteration 4Q: 3 clusters Score -134389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -134420.875000 Penalty: 3552.549072
	Iteration 5Q: 3 clusters Score -134420.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -134444.203125 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -134444.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -134459.250000 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -134459.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -134464.671875 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -134464.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -134469.937500 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -134469.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -134477.968750 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -134478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -134484.546875 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -134484.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -134485.390625 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -134485.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -134485.390625 Penalty: 3552.549072
	Iteration 13F: 3 clusters Score -134485.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Entering Unmasked Estep 
Score: -1477528.000000 Penalty: 2338.967529
	Iteration 0F: 2 clusters Score -1477528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1468340.250000 Penalty: 4677.935059
	Iteration 0F: 3 clusters Score -1468340 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1471257.000000 Penalty: 4677.935059
	Iteration 1F: 3 clusters Score -1471257 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1471595.125000 Penalty: 4677.935059
	Iteration 2F: 3 clusters Score -1471595 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1471880.375000 Penalty: 4677.935059
	Iteration 3F: 3 clusters Score -1471880 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1472105.750000 Penalty: 4677.935059
	Iteration 4Q: 3 clusters Score -1472106 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1472322.875000 Penalty: 4677.935059
	Iteration 5Q: 3 clusters Score -1472323 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1472533.875000 Penalty: 4677.935059
	Iteration 6Q: 3 clusters Score -1472534 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1472771.125000 Penalty: 4677.935059
	Iteration 7Q: 3 clusters Score -1472771 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1473020.000000 Penalty: 4677.935059
	Iteration 8Q: 3 clusters Score -1473020 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1473317.875000 Penalty: 4677.935059
	Iteration 9Q: 3 clusters Score -1473318 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1473650.375000 Penalty: 4677.935059
	Iteration 10Q: 3 clusters Score -1473650 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1473988.000000 Penalty: 4677.935059
	Iteration 11Q: 3 clusters Score -1473988 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1474268.000000 Penalty: 4677.935059
	Iteration 12Q: 3 clusters Score -1474268 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1474477.375000 Penalty: 4677.935059
	Iteration 13Q: 3 clusters Score -1474477 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1474643.500000 Penalty: 4677.935059
	Iteration 14Q: 3 clusters Score -1474644 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1474759.500000 Penalty: 4677.935059
	Iteration 15Q: 3 clusters Score -1474760 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1474868.625000 Penalty: 4677.935059
	Iteration 16Q: 3 clusters Score -1474869 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1474953.875000 Penalty: 4677.935059
	Iteration 17Q: 3 clusters Score -1474954 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1475021.500000 Penalty: 4677.935059
	Iteration 18Q: 3 clusters Score -1475022 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1475085.750000 Penalty: 4677.935059
	Iteration 19Q: 3 clusters Score -1475086 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1475127.500000 Penalty: 4677.935059
	Iteration 20F: 3 clusters Score -1475128 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1475172.625000 Penalty: 4677.935059
	Iteration 21Q: 3 clusters Score -1475173 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1475214.500000 Penalty: 4677.935059
	Iteration 22Q: 3 clusters Score -1475214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1475250.750000 Penalty: 4677.935059
	Iteration 23Q: 3 clusters Score -1475251 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1475286.125000 Penalty: 4677.935059
	Iteration 24Q: 3 clusters Score -1475286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1475305.875000 Penalty: 4677.935059
	Iteration 25Q: 3 clusters Score -1475306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1475328.000000 Penalty: 4677.935059
	Iteration 26Q: 3 clusters Score -1475328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1475341.750000 Penalty: 4677.935059
	Iteration 27Q: 3 clusters Score -1475342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1475347.625000 Penalty: 4677.935059
	Iteration 28Q: 3 clusters Score -1475348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1475358.750000 Penalty: 4677.935059
	Iteration 29Q: 3 clusters Score -1475359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1475371.000000 Penalty: 4677.935059
	Iteration 30Q: 3 clusters Score -1475371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1475382.125000 Penalty: 4677.935059
	Iteration 31Q: 3 clusters Score -1475382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1475388.875000 Penalty: 4677.935059
	Iteration 32Q: 3 clusters Score -1475389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1475395.125000 Penalty: 4677.935059
	Iteration 33Q: 3 clusters Score -1475395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1475403.500000 Penalty: 4677.935059
	Iteration 34Q: 3 clusters Score -1475404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1475414.625000 Penalty: 4677.935059
	Iteration 35Q: 3 clusters Score -1475415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1475418.375000 Penalty: 4677.935059
	Iteration 36Q: 3 clusters Score -1475418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1475427.750000 Penalty: 4677.935059
	Iteration 37Q: 3 clusters Score -1475428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1475434.250000 Penalty: 4677.935059
	Iteration 38Q: 3 clusters Score -1475434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1475445.000000 Penalty: 4677.935059
	Iteration 39Q: 3 clusters Score -1475445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1475453.125000 Penalty: 4677.935059
	Iteration 40F: 3 clusters Score -1475453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1475455.625000 Penalty: 4677.935059
	Iteration 41Q: 3 clusters Score -1475456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1475455.500000 Penalty: 4677.935059
	Iteration 42Q: 3 clusters Score -1475456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1475459.000000 Penalty: 4677.935059
	Iteration 43Q: 3 clusters Score -1475459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1475458.500000 Penalty: 4677.935059
	Iteration 44Q: 3 clusters Score -1475458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1475468.250000 Penalty: 4677.935059
	Iteration 45Q: 3 clusters Score -1475468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1475474.750000 Penalty: 4677.935059
	Iteration 46Q: 3 clusters Score -1475475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1475478.125000 Penalty: 4677.935059
	Iteration 47Q: 3 clusters Score -1475478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1475483.375000 Penalty: 4677.935059
	Iteration 48Q: 3 clusters Score -1475483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1475485.875000 Penalty: 4677.935059
	Iteration 49Q: 3 clusters Score -1475486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1475487.125000 Penalty: 4677.935059
	Iteration 50Q: 3 clusters Score -1475487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1475491.875000 Penalty: 4677.935059
	Iteration 51Q: 3 clusters Score -1475492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1475494.625000 Penalty: 4677.935059
	Iteration 52Q: 3 clusters Score -1475495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1475498.375000 Penalty: 4677.935059
	Iteration 53Q: 3 clusters Score -1475498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1475500.500000 Penalty: 4677.935059
	Iteration 54Q: 3 clusters Score -1475500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1475504.500000 Penalty: 4677.935059
	Iteration 55Q: 3 clusters Score -1475504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1475507.125000 Penalty: 4677.935059
	Iteration 56Q: 3 clusters Score -1475507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1475512.125000 Penalty: 4677.935059
	Iteration 57Q: 3 clusters Score -1475512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1475511.375000 Penalty: 4677.935059
	Iteration 58Q: 3 clusters Score -1475511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1475512.625000 Penalty: 4677.935059
	Iteration 59Q: 3 clusters Score -1475513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1475514.500000 Penalty: 4677.935059
	Iteration 60F: 3 clusters Score -1475514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1475516.000000 Penalty: 4677.935059
	Iteration 61Q: 3 clusters Score -1475516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1475523.250000 Penalty: 4677.935059
	Iteration 62Q: 3 clusters Score -1475523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1475533.375000 Penalty: 4677.935059
	Iteration 63Q: 3 clusters Score -1475533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1475538.625000 Penalty: 4677.935059
	Iteration 64Q: 3 clusters Score -1475539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1475538.750000 Penalty: 4677.935059
	Iteration 65Q: 3 clusters Score -1475539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1475539.250000 Penalty: 4677.935059
	Iteration 66Q: 3 clusters Score -1475539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1475539.375000 Penalty: 4677.935059
	Iteration 67Q: 3 clusters Score -1475539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1475537.875000 Penalty: 4677.935059
	Iteration 68Q: 3 clusters Score -1475538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1475539.125000 Penalty: 4677.935059
	Iteration 69Q: 3 clusters Score -1475539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1475544.375000 Penalty: 4677.935059
	Iteration 70Q: 3 clusters Score -1475544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1475548.125000 Penalty: 4677.935059
	Iteration 71Q: 3 clusters Score -1475548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1475547.625000 Penalty: 4677.935059
	Iteration 72Q: 3 clusters Score -1475548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1475550.500000 Penalty: 4677.935059
	Iteration 73Q: 3 clusters Score -1475550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1475549.500000 Penalty: 4677.935059
	Iteration 74Q: 3 clusters Score -1475550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1475549.500000 Penalty: 4677.935059
	Iteration 75Q: 3 clusters Score -1475550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1475550.875000 Penalty: 4677.935059
	Iteration 76Q: 3 clusters Score -1475551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1475550.875000 Penalty: 4677.935059
	Iteration 77F: 3 clusters Score -1475551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (186333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186333 members 
Entering Unmasked Estep 
Score: -21622496.000000 Penalty: 3009.552246
	Iteration 0F: 2 clusters Score -2.16225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
Score: -21501664.000000 Penalty: 6019.104492
	Iteration 0F: 3 clusters Score -2.150166e+07 nChanged 89461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -21554066.000000 Penalty: 6019.104492
	Iteration 1F: 3 clusters Score -2.155407e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 101695 members 
Entering Unmasked Estep 
Score: -21555468.000000 Penalty: 6019.104492
	Iteration 2Q: 3 clusters Score -2.155547e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 106357 members 
Entering Unmasked Estep 
Score: -21557738.000000 Penalty: 6019.104492
	Iteration 3Q: 3 clusters Score -2.155774e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 113246 members 
Entering Unmasked Estep 
Score: -21561194.000000 Penalty: 6019.104492
	Iteration 4Q: 3 clusters Score -2.156119e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 123106 members 
Entering Unmasked Estep 
Score: -21567344.000000 Penalty: 6019.104492
	Iteration 5F: 3 clusters Score -2.156734e+07 nChanged 13679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 136367 members 
Entering Unmasked Estep 
Score: -21577654.000000 Penalty: 6019.104492
	Iteration 6F: 3 clusters Score -2.157765e+07 nChanged 15781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 151942 members 
Entering Unmasked Estep 
Score: -21591322.000000 Penalty: 6019.104492
	Iteration 7F: 3 clusters Score -2.159132e+07 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 166207 members 
Entering Unmasked Estep 
Score: -21603806.000000 Penalty: 6019.104492
	Iteration 8F: 3 clusters Score -2.160381e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 175825 members 
Entering Unmasked Estep 
Score: -21612324.000000 Penalty: 6019.104492
	Iteration 9F: 3 clusters Score -2.161232e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 181059 members 
Entering Unmasked Estep 
Score: -21616722.000000 Penalty: 6019.104492
	Iteration 10Q: 3 clusters Score -2.161672e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 183374 members 
Entering Unmasked Estep 
Score: -21618250.000000 Penalty: 6019.104492
	Iteration 11Q: 3 clusters Score -2.161825e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 184403 members 
Entering Unmasked Estep 
Score: -21619074.000000 Penalty: 6019.104492
	Iteration 12Q: 3 clusters Score -2.161907e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 184942 members 
Entering Unmasked Estep 
Score: -21619496.000000 Penalty: 6019.104492
	Iteration 13Q: 3 clusters Score -2.16195e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 185186 members 
Entering Unmasked Estep 
Score: -21619688.000000 Penalty: 6019.104492
	Iteration 14Q: 3 clusters Score -2.161969e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 185327 members 
Entering Unmasked Estep 
Score: -21619758.000000 Penalty: 6019.104492
	Iteration 15Q: 3 clusters Score -2.161976e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 185406 members 
Entering Unmasked Estep 
Score: -21619846.000000 Penalty: 6019.104492
	Iteration 16Q: 3 clusters Score -2.161985e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 185455 members 
Entering Unmasked Estep 
Score: -21619936.000000 Penalty: 6019.104492
	Iteration 17Q: 3 clusters Score -2.161994e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 185492 members 
Entering Unmasked Estep 
Score: -21619934.000000 Penalty: 6019.104492
	Iteration 18Q: 3 clusters Score -2.161993e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 185519 members 
Entering Unmasked Estep 
Score: -21619974.000000 Penalty: 6019.104492
	Iteration 19Q: 3 clusters Score -2.161997e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 185537 members 
Entering Unmasked Estep 
Score: -21620004.000000 Penalty: 6019.104492
	Iteration 20F: 3 clusters Score -2.162e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 185559 members 
Entering Unmasked Estep 
Score: -21620014.000000 Penalty: 6019.104492
	Iteration 21Q: 3 clusters Score -2.162001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 185584 members 
Entering Unmasked Estep 
Score: -21620072.000000 Penalty: 6019.104492
	Iteration 22Q: 3 clusters Score -2.162007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 185600 members 
Entering Unmasked Estep 
Score: -21620088.000000 Penalty: 6019.104492
	Iteration 23Q: 3 clusters Score -2.162009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 185606 members 
Entering Unmasked Estep 
Score: -21620106.000000 Penalty: 6019.104492
	Iteration 24Q: 3 clusters Score -2.162011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 185608 members 
Entering Unmasked Estep 
Score: -21620136.000000 Penalty: 6019.104492
	Iteration 25Q: 3 clusters Score -2.162014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 185612 members 
Entering Unmasked Estep 
Score: -21620142.000000 Penalty: 6019.104492
	Iteration 26Q: 3 clusters Score -2.162014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 185612 members 
Entering Unmasked Estep 
Score: -21620142.000000 Penalty: 6019.104492
	Iteration 27Q: 3 clusters Score -2.162014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 185616 members 
Entering Unmasked Estep 
Score: -21620142.000000 Penalty: 6019.104492
	Iteration 28Q: 3 clusters Score -2.162014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 185620 members 
Entering Unmasked Estep 
Score: -21620156.000000 Penalty: 6019.104492
	Iteration 29Q: 3 clusters Score -2.162016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 185620 members 
Entering Unmasked Estep 
Score: -21620160.000000 Penalty: 6019.104492
	Iteration 30Q: 3 clusters Score -2.162016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 185613 members 
Entering Unmasked Estep 
Score: -21620162.000000 Penalty: 6019.104492
	Iteration 31Q: 3 clusters Score -2.162016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 185615 members 
Entering Unmasked Estep 
Score: -21620160.000000 Penalty: 6019.104492
	Iteration 32Q: 3 clusters Score -2.162016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 185616 members 
Entering Unmasked Estep 
Score: -21620166.000000 Penalty: 6019.104492
	Iteration 33Q: 3 clusters Score -2.162017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 185619 members 
Entering Unmasked Estep 
Score: -21620180.000000 Penalty: 6019.104492
	Iteration 34Q: 3 clusters Score -2.162018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 185623 members 
Entering Unmasked Estep 
Score: -21620188.000000 Penalty: 6019.104492
	Iteration 35Q: 3 clusters Score -2.162019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 185623 members 
Entering Unmasked Estep 
Score: -21620206.000000 Penalty: 6019.104492
	Iteration 36Q: 3 clusters Score -2.162021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 185619 members 
Entering Unmasked Estep 
Score: -21620222.000000 Penalty: 6019.104492
	Iteration 37Q: 3 clusters Score -2.162022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 185626 members 
Entering Unmasked Estep 
Score: -21620224.000000 Penalty: 6019.104492
	Iteration 38Q: 3 clusters Score -2.162022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 185629 members 
Entering Unmasked Estep 
Score: -21620228.000000 Penalty: 6019.104492
	Iteration 39Q: 3 clusters Score -2.162023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 185629 members 
Entering Unmasked Estep 
Score: -21620232.000000 Penalty: 6019.104492
	Iteration 40F: 3 clusters Score -2.162023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 185630 members 
Entering Unmasked Estep 
Score: -21620236.000000 Penalty: 6019.104492
	Iteration 41Q: 3 clusters Score -2.162024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 185630 members 
Entering Unmasked Estep 
Score: -21620240.000000 Penalty: 6019.104492
	Iteration 42Q: 3 clusters Score -2.162024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 185630 members 
Entering Unmasked Estep 
Score: -21620240.000000 Penalty: 6019.104492
	Iteration 43F: 3 clusters Score -2.162024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (248132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248132 members 
Entering Unmasked Estep 
Score: -28785448.000000 Penalty: 3080.585449
	Iteration 0F: 2 clusters Score -2.878545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124041 members 
Mstep: Class 2 contains 124091 members 
Entering Unmasked Estep 
Score: -28627182.000000 Penalty: 6161.170898
	Iteration 0F: 3 clusters Score -2.862718e+07 nChanged 119906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124005 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -28699154.000000 Penalty: 6161.170898
	Iteration 1F: 3 clusters Score -2.869915e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123856 members 
Mstep: Class 2 contains 124276 members 
Entering Unmasked Estep 
Score: -28701006.000000 Penalty: 6161.170898
	Iteration 2Q: 3 clusters Score -2.870101e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123727 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -28703928.000000 Penalty: 6161.170898
	Iteration 3Q: 3 clusters Score -2.870393e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123464 members 
Mstep: Class 2 contains 124668 members 
Entering Unmasked Estep 
Score: -28707918.000000 Penalty: 6161.170898
	Iteration 4Q: 3 clusters Score -2.870792e+07 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122927 members 
Mstep: Class 2 contains 125205 members 
Entering Unmasked Estep 
Score: -28713730.000000 Penalty: 6161.170898
	Iteration 5Q: 3 clusters Score -2.871373e+07 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122083 members 
Mstep: Class 2 contains 126049 members 
Entering Unmasked Estep 
Score: -28722158.000000 Penalty: 6161.170898
	Iteration 6F: 3 clusters Score -2.872216e+07 nChanged 15424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121137 members 
Mstep: Class 2 contains 126995 members 
Entering Unmasked Estep 
Score: -28732924.000000 Penalty: 6161.170898
	Iteration 7F: 3 clusters Score -2.873292e+07 nChanged 16039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120332 members 
Mstep: Class 2 contains 127800 members 
Entering Unmasked Estep 
Score: -28743766.000000 Penalty: 6161.170898
	Iteration 8F: 3 clusters Score -2.874377e+07 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119843 members 
Mstep: Class 2 contains 128289 members 
Entering Unmasked Estep 
Score: -28750626.000000 Penalty: 6161.170898
	Iteration 9F: 3 clusters Score -2.875063e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119643 members 
Mstep: Class 2 contains 128489 members 
Entering Unmasked Estep 
Score: -28753652.000000 Penalty: 6161.170898
	Iteration 10Q: 3 clusters Score -2.875365e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119623 members 
Mstep: Class 2 contains 128509 members 
Entering Unmasked Estep 
Score: -28754640.000000 Penalty: 6161.170898
	Iteration 11Q: 3 clusters Score -2.875464e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119876 members 
Mstep: Class 2 contains 128256 members 
Entering Unmasked Estep 
Score: -28755218.000000 Penalty: 6161.170898
	Iteration 12Q: 3 clusters Score -2.875522e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120241 members 
Mstep: Class 2 contains 127891 members 
Entering Unmasked Estep 
Score: -28755476.000000 Penalty: 6161.170898
	Iteration 13Q: 3 clusters Score -2.875548e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 127410 members 
Entering Unmasked Estep 
Score: -28755582.000000 Penalty: 6161.170898
	Iteration 14Q: 3 clusters Score -2.875558e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121342 members 
Mstep: Class 2 contains 126790 members 
Entering Unmasked Estep 
Score: -28755706.000000 Penalty: 6161.170898
	Iteration 15Q: 3 clusters Score -2.875571e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122098 members 
Mstep: Class 2 contains 126034 members 
Entering Unmasked Estep 
Score: -28755882.000000 Penalty: 6161.170898
	Iteration 16Q: 3 clusters Score -2.875588e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122977 members 
Mstep: Class 2 contains 125155 members 
Entering Unmasked Estep 
Score: -28756088.000000 Penalty: 6161.170898
	Iteration 17Q: 3 clusters Score -2.875609e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123947 members 
Mstep: Class 2 contains 124185 members 
Entering Unmasked Estep 
Score: -28756150.000000 Penalty: 6161.170898
	Iteration 18Q: 3 clusters Score -2.875615e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 123116 members 
Entering Unmasked Estep 
Score: -28756364.000000 Penalty: 6161.170898
	Iteration 19Q: 3 clusters Score -2.875636e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126206 members 
Mstep: Class 2 contains 121926 members 
Entering Unmasked Estep 
Score: -28756662.000000 Penalty: 6161.170898
	Iteration 20F: 3 clusters Score -2.875666e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127543 members 
Mstep: Class 2 contains 120589 members 
Entering Unmasked Estep 
Score: -28756970.000000 Penalty: 6161.170898
	Iteration 21Q: 3 clusters Score -2.875697e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129043 members 
Mstep: Class 2 contains 119089 members 
Entering Unmasked Estep 
Score: -28757288.000000 Penalty: 6161.170898
	Iteration 22Q: 3 clusters Score -2.875729e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130727 members 
Mstep: Class 2 contains 117405 members 
Entering Unmasked Estep 
Score: -28757760.000000 Penalty: 6161.170898
	Iteration 23Q: 3 clusters Score -2.875776e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132572 members 
Mstep: Class 2 contains 115560 members 
Entering Unmasked Estep 
Score: -28758140.000000 Penalty: 6161.170898
	Iteration 24Q: 3 clusters Score -2.875814e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134625 members 
Mstep: Class 2 contains 113507 members 
Entering Unmasked Estep 
Score: -28758604.000000 Penalty: 6161.170898
	Iteration 25Q: 3 clusters Score -2.87586e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136865 members 
Mstep: Class 2 contains 111267 members 
Entering Unmasked Estep 
Score: -28759138.000000 Penalty: 6161.170898
	Iteration 26Q: 3 clusters Score -2.875914e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139339 members 
Mstep: Class 2 contains 108793 members 
Entering Unmasked Estep 
Score: -28759918.000000 Penalty: 6161.170898
	Iteration 27Q: 3 clusters Score -2.875992e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142138 members 
Mstep: Class 2 contains 105994 members 
Entering Unmasked Estep 
Score: -28760774.000000 Penalty: 6161.170898
	Iteration 28Q: 3 clusters Score -2.876077e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145125 members 
Mstep: Class 2 contains 103007 members 
Entering Unmasked Estep 
Score: -28761886.000000 Penalty: 6161.170898
	Iteration 29Q: 3 clusters Score -2.876189e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148240 members 
Mstep: Class 2 contains 99892 members 
Entering Unmasked Estep 
Score: -28763140.000000 Penalty: 6161.170898
	Iteration 30Q: 3 clusters Score -2.876314e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151387 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -28764412.000000 Penalty: 6161.170898
	Iteration 31Q: 3 clusters Score -2.876441e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154453 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
Score: -28765732.000000 Penalty: 6161.170898
	Iteration 32Q: 3 clusters Score -2.876573e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157517 members 
Mstep: Class 2 contains 90615 members 
Entering Unmasked Estep 
Score: -28767074.000000 Penalty: 6161.170898
	Iteration 33Q: 3 clusters Score -2.876707e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160411 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -28768250.000000 Penalty: 6161.170898
	Iteration 34Q: 3 clusters Score -2.876825e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163034 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -28769052.000000 Penalty: 6161.170898
	Iteration 35Q: 3 clusters Score -2.876905e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165595 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -28769938.000000 Penalty: 6161.170898
	Iteration 36Q: 3 clusters Score -2.876994e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168074 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -28770688.000000 Penalty: 6161.170898
	Iteration 37Q: 3 clusters Score -2.877069e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170505 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -28771342.000000 Penalty: 6161.170898
	Iteration 38Q: 3 clusters Score -2.877134e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172848 members 
Mstep: Class 2 contains 75284 members 
Entering Unmasked Estep 
Score: -28771792.000000 Penalty: 6161.170898
	Iteration 39Q: 3 clusters Score -2.877179e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175067 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -28772398.000000 Penalty: 6161.170898
	Iteration 40F: 3 clusters Score -2.87724e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177397 members 
Mstep: Class 2 contains 70735 members 
Entering Unmasked Estep 
Score: -28772622.000000 Penalty: 6161.170898
	Iteration 41Q: 3 clusters Score -2.877262e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179813 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -28773142.000000 Penalty: 6161.170898
	Iteration 42Q: 3 clusters Score -2.877314e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182238 members 
Mstep: Class 2 contains 65894 members 
Entering Unmasked Estep 
Score: -28773516.000000 Penalty: 6161.170898
	Iteration 43Q: 3 clusters Score -2.877352e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184660 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -28773946.000000 Penalty: 6161.170898
	Iteration 44Q: 3 clusters Score -2.877395e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187124 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -28774236.000000 Penalty: 6161.170898
	Iteration 45Q: 3 clusters Score -2.877424e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189611 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -28774512.000000 Penalty: 6161.170898
	Iteration 46Q: 3 clusters Score -2.877451e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192132 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -28774830.000000 Penalty: 6161.170898
	Iteration 47Q: 3 clusters Score -2.877483e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194592 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -28775176.000000 Penalty: 6161.170898
	Iteration 48Q: 3 clusters Score -2.877518e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197046 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -28775452.000000 Penalty: 6161.170898
	Iteration 49Q: 3 clusters Score -2.877545e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199494 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -28775792.000000 Penalty: 6161.170898
	Iteration 50Q: 3 clusters Score -2.877579e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201955 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -28776368.000000 Penalty: 6161.170898
	Iteration 51Q: 3 clusters Score -2.877637e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204407 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -28776794.000000 Penalty: 6161.170898
	Iteration 52Q: 3 clusters Score -2.877679e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206691 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -28777204.000000 Penalty: 6161.170898
	Iteration 53Q: 3 clusters Score -2.87772e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208932 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -28777448.000000 Penalty: 6161.170898
	Iteration 54Q: 3 clusters Score -2.877745e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211136 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -28777836.000000 Penalty: 6161.170898
	Iteration 55Q: 3 clusters Score -2.877784e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213296 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -28778218.000000 Penalty: 6161.170898
	Iteration 56Q: 3 clusters Score -2.877822e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215408 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -28778584.000000 Penalty: 6161.170898
	Iteration 57Q: 3 clusters Score -2.877858e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217371 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -28778792.000000 Penalty: 6161.170898
	Iteration 58Q: 3 clusters Score -2.877879e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219250 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -28779162.000000 Penalty: 6161.170898
	Iteration 59Q: 3 clusters Score -2.877916e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221050 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -28779474.000000 Penalty: 6161.170898
	Iteration 60F: 3 clusters Score -2.877947e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222835 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -28779800.000000 Penalty: 6161.170898
	Iteration 61Q: 3 clusters Score -2.87798e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224544 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -28780010.000000 Penalty: 6161.170898
	Iteration 62Q: 3 clusters Score -2.878001e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226122 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -28780332.000000 Penalty: 6161.170898
	Iteration 63Q: 3 clusters Score -2.878033e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227633 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -28780620.000000 Penalty: 6161.170898
	Iteration 64Q: 3 clusters Score -2.878062e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229029 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -28780838.000000 Penalty: 6161.170898
	Iteration 65Q: 3 clusters Score -2.878084e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230340 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -28781152.000000 Penalty: 6161.170898
	Iteration 66Q: 3 clusters Score -2.878115e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231552 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -28781276.000000 Penalty: 6161.170898
	Iteration 67Q: 3 clusters Score -2.878128e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232648 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -28781446.000000 Penalty: 6161.170898
	Iteration 68Q: 3 clusters Score -2.878145e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233675 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -28781604.000000 Penalty: 6161.170898
	Iteration 69Q: 3 clusters Score -2.87816e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234655 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -28781748.000000 Penalty: 6161.170898
	Iteration 70Q: 3 clusters Score -2.878175e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235562 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -28781840.000000 Penalty: 6161.170898
	Iteration 71Q: 3 clusters Score -2.878184e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236428 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -28782028.000000 Penalty: 6161.170898
	Iteration 72Q: 3 clusters Score -2.878203e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237226 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -28782242.000000 Penalty: 6161.170898
	Iteration 73Q: 3 clusters Score -2.878224e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237938 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -28782332.000000 Penalty: 6161.170898
	Iteration 74Q: 3 clusters Score -2.878233e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238566 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -28782386.000000 Penalty: 6161.170898
	Iteration 75Q: 3 clusters Score -2.878239e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239185 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -28782456.000000 Penalty: 6161.170898
	Iteration 76Q: 3 clusters Score -2.878246e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239746 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -28782440.000000 Penalty: 6161.170898
	Iteration 77Q: 3 clusters Score -2.878244e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240249 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -28782568.000000 Penalty: 6161.170898
	Iteration 78Q: 3 clusters Score -2.878257e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240720 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -28782580.000000 Penalty: 6161.170898
	Iteration 79Q: 3 clusters Score -2.878258e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241179 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -28782626.000000 Penalty: 6161.170898
	Iteration 80F: 3 clusters Score -2.878263e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241605 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -28782686.000000 Penalty: 6161.170898
	Iteration 81Q: 3 clusters Score -2.878269e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242016 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -28782682.000000 Penalty: 6161.170898
	Iteration 82Q: 3 clusters Score -2.878268e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242379 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -28782720.000000 Penalty: 6161.170898
	Iteration 83Q: 3 clusters Score -2.878272e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242719 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -28782730.000000 Penalty: 6161.170898
	Iteration 84Q: 3 clusters Score -2.878273e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243021 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -28782726.000000 Penalty: 6161.170898
	Iteration 85Q: 3 clusters Score -2.878273e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243298 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -28782814.000000 Penalty: 6161.170898
	Iteration 86Q: 3 clusters Score -2.878281e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243558 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -28782892.000000 Penalty: 6161.170898
	Iteration 87Q: 3 clusters Score -2.878289e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243783 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -28782884.000000 Penalty: 6161.170898
	Iteration 88Q: 3 clusters Score -2.878288e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243975 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -28782892.000000 Penalty: 6161.170898
	Iteration 89Q: 3 clusters Score -2.878289e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244141 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -28783006.000000 Penalty: 6161.170898
	Iteration 90Q: 3 clusters Score -2.878301e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244310 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -28783008.000000 Penalty: 6161.170898
	Iteration 91Q: 3 clusters Score -2.878301e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244438 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -28783032.000000 Penalty: 6161.170898
	Iteration 92Q: 3 clusters Score -2.878303e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244559 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -28783006.000000 Penalty: 6161.170898
	Iteration 93Q: 3 clusters Score -2.878301e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244673 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -28783032.000000 Penalty: 6161.170898
	Iteration 94Q: 3 clusters Score -2.878303e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244787 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -28782942.000000 Penalty: 6161.170898
	Iteration 95Q: 3 clusters Score -2.878294e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244895 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -28782976.000000 Penalty: 6161.170898
	Iteration 96Q: 3 clusters Score -2.878298e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245001 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -28782980.000000 Penalty: 6161.170898
	Iteration 97Q: 3 clusters Score -2.878298e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245091 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -28783016.000000 Penalty: 6161.170898
	Iteration 98Q: 3 clusters Score -2.878302e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245177 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -28782996.000000 Penalty: 6161.170898
	Iteration 99Q: 3 clusters Score -2.8783e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245253 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -28782994.000000 Penalty: 6161.170898
	Iteration 100F: 3 clusters Score -2.878299e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245324 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -28783046.000000 Penalty: 6161.170898
	Iteration 101Q: 3 clusters Score -2.878305e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245391 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -28783026.000000 Penalty: 6161.170898
	Iteration 102Q: 3 clusters Score -2.878303e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245454 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -28783006.000000 Penalty: 6161.170898
	Iteration 103Q: 3 clusters Score -2.878301e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245503 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -28782996.000000 Penalty: 6161.170898
	Iteration 104Q: 3 clusters Score -2.8783e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245555 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -28782998.000000 Penalty: 6161.170898
	Iteration 105Q: 3 clusters Score -2.8783e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245601 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -28782990.000000 Penalty: 6161.170898
	Iteration 106Q: 3 clusters Score -2.878299e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245648 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -28782998.000000 Penalty: 6161.170898
	Iteration 107Q: 3 clusters Score -2.8783e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245701 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -28782990.000000 Penalty: 6161.170898
	Iteration 108Q: 3 clusters Score -2.878299e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245746 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -28782994.000000 Penalty: 6161.170898
	Iteration 109Q: 3 clusters Score -2.878299e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245792 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -28783008.000000 Penalty: 6161.170898
	Iteration 110Q: 3 clusters Score -2.878301e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245840 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -28782994.000000 Penalty: 6161.170898
	Iteration 111Q: 3 clusters Score -2.878299e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245879 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -28782996.000000 Penalty: 6161.170898
	Iteration 112Q: 3 clusters Score -2.8783e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245912 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -28782984.000000 Penalty: 6161.170898
	Iteration 113Q: 3 clusters Score -2.878298e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245939 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -28783014.000000 Penalty: 6161.170898
	Iteration 114Q: 3 clusters Score -2.878301e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245967 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -28783006.000000 Penalty: 6161.170898
	Iteration 115Q: 3 clusters Score -2.878301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245986 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -28782992.000000 Penalty: 6161.170898
	Iteration 116Q: 3 clusters Score -2.878299e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246006 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -28782996.000000 Penalty: 6161.170898
	Iteration 117Q: 3 clusters Score -2.8783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246027 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -28783034.000000 Penalty: 6161.170898
	Iteration 118Q: 3 clusters Score -2.878303e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246050 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -28783042.000000 Penalty: 6161.170898
	Iteration 119Q: 3 clusters Score -2.878304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246068 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -28783066.000000 Penalty: 6161.170898
	Iteration 120F: 3 clusters Score -2.878307e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246091 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -28783058.000000 Penalty: 6161.170898
	Iteration 121Q: 3 clusters Score -2.878306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246107 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -28783054.000000 Penalty: 6161.170898
	Iteration 122Q: 3 clusters Score -2.878305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246122 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -28783056.000000 Penalty: 6161.170898
	Iteration 123Q: 3 clusters Score -2.878306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246135 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -28783044.000000 Penalty: 6161.170898
	Iteration 124Q: 3 clusters Score -2.878304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246150 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -28783056.000000 Penalty: 6161.170898
	Iteration 125Q: 3 clusters Score -2.878306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246170 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -28783044.000000 Penalty: 6161.170898
	Iteration 126Q: 3 clusters Score -2.878304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246190 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -28783062.000000 Penalty: 6161.170898
	Iteration 127Q: 3 clusters Score -2.878306e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246208 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -28783068.000000 Penalty: 6161.170898
	Iteration 128Q: 3 clusters Score -2.878307e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246229 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -28783030.000000 Penalty: 6161.170898
	Iteration 129Q: 3 clusters Score -2.878303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246243 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -28783034.000000 Penalty: 6161.170898
	Iteration 130Q: 3 clusters Score -2.878303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246255 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -28783038.000000 Penalty: 6161.170898
	Iteration 131Q: 3 clusters Score -2.878304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246276 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -28783054.000000 Penalty: 6161.170898
	Iteration 132Q: 3 clusters Score -2.878305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246295 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -28783038.000000 Penalty: 6161.170898
	Iteration 133Q: 3 clusters Score -2.878304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246315 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -28783050.000000 Penalty: 6161.170898
	Iteration 134Q: 3 clusters Score -2.878305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246328 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -28783054.000000 Penalty: 6161.170898
	Iteration 135Q: 3 clusters Score -2.878305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246336 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -28783050.000000 Penalty: 6161.170898
	Iteration 136Q: 3 clusters Score -2.878305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246341 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -28783068.000000 Penalty: 6161.170898
	Iteration 137Q: 3 clusters Score -2.878307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246351 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -28783062.000000 Penalty: 6161.170898
	Iteration 138Q: 3 clusters Score -2.878306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246363 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -28783050.000000 Penalty: 6161.170898
	Iteration 139Q: 3 clusters Score -2.878305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246372 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -28783044.000000 Penalty: 6161.170898
	Iteration 140F: 3 clusters Score -2.878304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246382 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -28783016.000000 Penalty: 6161.170898
	Iteration 141Q: 3 clusters Score -2.878302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246391 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -28783010.000000 Penalty: 6161.170898
	Iteration 142Q: 3 clusters Score -2.878301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246399 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -28783036.000000 Penalty: 6161.170898
	Iteration 143Q: 3 clusters Score -2.878304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246407 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -28783042.000000 Penalty: 6161.170898
	Iteration 144Q: 3 clusters Score -2.878304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246412 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -28783022.000000 Penalty: 6161.170898
	Iteration 145Q: 3 clusters Score -2.878302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246416 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -28783042.000000 Penalty: 6161.170898
	Iteration 146Q: 3 clusters Score -2.878304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246422 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -28783042.000000 Penalty: 6161.170898
	Iteration 147Q: 3 clusters Score -2.878304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246428 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -28783058.000000 Penalty: 6161.170898
	Iteration 148Q: 3 clusters Score -2.878306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246434 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -28783060.000000 Penalty: 6161.170898
	Iteration 149Q: 3 clusters Score -2.878306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246438 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -28783050.000000 Penalty: 6161.170898
	Iteration 150Q: 3 clusters Score -2.878305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246442 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -28783062.000000 Penalty: 6161.170898
	Iteration 151Q: 3 clusters Score -2.878306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246449 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -28783086.000000 Penalty: 6161.170898
	Iteration 152Q: 3 clusters Score -2.878309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246456 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -28783076.000000 Penalty: 6161.170898
	Iteration 153Q: 3 clusters Score -2.878308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246460 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -28783078.000000 Penalty: 6161.170898
	Iteration 154Q: 3 clusters Score -2.878308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246461 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -28783076.000000 Penalty: 6161.170898
	Iteration 155Q: 3 clusters Score -2.878308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246463 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -28783078.000000 Penalty: 6161.170898
	Iteration 156Q: 3 clusters Score -2.878308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246464 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -28783080.000000 Penalty: 6161.170898
	Iteration 157Q: 3 clusters Score -2.878308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246466 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -28783082.000000 Penalty: 6161.170898
	Iteration 158Q: 3 clusters Score -2.878308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246466 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -28783082.000000 Penalty: 6161.170898
	Iteration 159F: 3 clusters Score -2.878308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -313407.343750 Penalty: 1949.038696
	Iteration 0F: 2 clusters Score -313407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -310349.687500 Penalty: 3898.077393
	Iteration 0F: 3 clusters Score -310349.7 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -310916.406250 Penalty: 3898.077393
	Iteration 1F: 3 clusters Score -310916.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -311060.500000 Penalty: 3898.077393
	Iteration 2F: 3 clusters Score -311060.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -311139.500000 Penalty: 3898.077393
	Iteration 3Q: 3 clusters Score -311139.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -311195.093750 Penalty: 3898.077393
	Iteration 4Q: 3 clusters Score -311195.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -311235.625000 Penalty: 3898.077393
	Iteration 5Q: 3 clusters Score -311235.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -311265.250000 Penalty: 3898.077393
	Iteration 6Q: 3 clusters Score -311265.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -311288.968750 Penalty: 3898.077393
	Iteration 7Q: 3 clusters Score -311289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -311306.937500 Penalty: 3898.077393
	Iteration 8Q: 3 clusters Score -311306.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -311319.312500 Penalty: 3898.077393
	Iteration 9Q: 3 clusters Score -311319.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -311325.906250 Penalty: 3898.077393
	Iteration 10Q: 3 clusters Score -311325.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -311332.625000 Penalty: 3898.077393
	Iteration 11Q: 3 clusters Score -311332.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -311338.062500 Penalty: 3898.077393
	Iteration 12Q: 3 clusters Score -311338.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -311342.468750 Penalty: 3898.077393
	Iteration 13Q: 3 clusters Score -311342.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -311347.718750 Penalty: 3898.077393
	Iteration 14Q: 3 clusters Score -311347.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -311350.343750 Penalty: 3898.077393
	Iteration 15Q: 3 clusters Score -311350.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -311352.750000 Penalty: 3898.077393
	Iteration 16Q: 3 clusters Score -311352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -311353.218750 Penalty: 3898.077393
	Iteration 17Q: 3 clusters Score -311353.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -311354.781250 Penalty: 3898.077393
	Iteration 18Q: 3 clusters Score -311354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -311355.062500 Penalty: 3898.077393
	Iteration 19Q: 3 clusters Score -311355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -311355.187500 Penalty: 3898.077393
	Iteration 20F: 3 clusters Score -311355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -311356.718750 Penalty: 3898.077393
	Iteration 21Q: 3 clusters Score -311356.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -311358.593750 Penalty: 3898.077393
	Iteration 22Q: 3 clusters Score -311358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -311358.562500 Penalty: 3898.077393
	Iteration 23Q: 3 clusters Score -311358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -311359.500000 Penalty: 3898.077393
	Iteration 24Q: 3 clusters Score -311359.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -311360.531250 Penalty: 3898.077393
	Iteration 25Q: 3 clusters Score -311360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -311361.656250 Penalty: 3898.077393
	Iteration 26Q: 3 clusters Score -311361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -311362.375000 Penalty: 3898.077393
	Iteration 27Q: 3 clusters Score -311362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -311362.375000 Penalty: 3898.077393
	Iteration 28F: 3 clusters Score -311362.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Entering Unmasked Estep 
Score: -456449.093750 Penalty: 2052.861084
	Iteration 0F: 2 clusters Score -456449.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -452592.281250 Penalty: 4105.722168
	Iteration 0F: 3 clusters Score -452592.3 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -453439.843750 Penalty: 4105.722168
	Iteration 1F: 3 clusters Score -453439.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -453618.625000 Penalty: 4105.722168
	Iteration 2F: 3 clusters Score -453618.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -453730.093750 Penalty: 4105.722168
	Iteration 3Q: 3 clusters Score -453730.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -453799.937500 Penalty: 4105.722168
	Iteration 4Q: 3 clusters Score -453799.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -453851.531250 Penalty: 4105.722168
	Iteration 5Q: 3 clusters Score -453851.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -453902.843750 Penalty: 4105.722168
	Iteration 6Q: 3 clusters Score -453902.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -453945.156250 Penalty: 4105.722168
	Iteration 7Q: 3 clusters Score -453945.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -453983.218750 Penalty: 4105.722168
	Iteration 8Q: 3 clusters Score -453983.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -454008.875000 Penalty: 4105.722168
	Iteration 9Q: 3 clusters Score -454008.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -454033.875000 Penalty: 4105.722168
	Iteration 10Q: 3 clusters Score -454033.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -454055.406250 Penalty: 4105.722168
	Iteration 11Q: 3 clusters Score -454055.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -454080.437500 Penalty: 4105.722168
	Iteration 12Q: 3 clusters Score -454080.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -454104.406250 Penalty: 4105.722168
	Iteration 13Q: 3 clusters Score -454104.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -454128.187500 Penalty: 4105.722168
	Iteration 14Q: 3 clusters Score -454128.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -454149.375000 Penalty: 4105.722168
	Iteration 15Q: 3 clusters Score -454149.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -454169.281250 Penalty: 4105.722168
	Iteration 16Q: 3 clusters Score -454169.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -454185.156250 Penalty: 4105.722168
	Iteration 17Q: 3 clusters Score -454185.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -454200.468750 Penalty: 4105.722168
	Iteration 18Q: 3 clusters Score -454200.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -454215.562500 Penalty: 4105.722168
	Iteration 19Q: 3 clusters Score -454215.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -454228.156250 Penalty: 4105.722168
	Iteration 20F: 3 clusters Score -454228.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -454235.343750 Penalty: 4105.722168
	Iteration 21Q: 3 clusters Score -454235.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -454243.281250 Penalty: 4105.722168
	Iteration 22Q: 3 clusters Score -454243.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -454249.750000 Penalty: 4105.722168
	Iteration 23Q: 3 clusters Score -454249.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -454258.875000 Penalty: 4105.722168
	Iteration 24Q: 3 clusters Score -454258.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -454269.593750 Penalty: 4105.722168
	Iteration 25Q: 3 clusters Score -454269.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -454280.062500 Penalty: 4105.722168
	Iteration 26Q: 3 clusters Score -454280.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -454291.031250 Penalty: 4105.722168
	Iteration 27Q: 3 clusters Score -454291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -454304.750000 Penalty: 4105.722168
	Iteration 28Q: 3 clusters Score -454304.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -454316.687500 Penalty: 4105.722168
	Iteration 29Q: 3 clusters Score -454316.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -454335.250000 Penalty: 4105.722168
	Iteration 30Q: 3 clusters Score -454335.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -454351.250000 Penalty: 4105.722168
	Iteration 31Q: 3 clusters Score -454351.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -454362.781250 Penalty: 4105.722168
	Iteration 32Q: 3 clusters Score -454362.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -454375.750000 Penalty: 4105.722168
	Iteration 33Q: 3 clusters Score -454375.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -454394.468750 Penalty: 4105.722168
	Iteration 34Q: 3 clusters Score -454394.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -454406.968750 Penalty: 4105.722168
	Iteration 35Q: 3 clusters Score -454407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -454416.968750 Penalty: 4105.722168
	Iteration 36Q: 3 clusters Score -454417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -454426.281250 Penalty: 4105.722168
	Iteration 37Q: 3 clusters Score -454426.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -454438.562500 Penalty: 4105.722168
	Iteration 38Q: 3 clusters Score -454438.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -454453.093750 Penalty: 4105.722168
	Iteration 39Q: 3 clusters Score -454453.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -454468.468750 Penalty: 4105.722168
	Iteration 40F: 3 clusters Score -454468.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -454482.468750 Penalty: 4105.722168
	Iteration 41Q: 3 clusters Score -454482.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -454491.875000 Penalty: 4105.722168
	Iteration 42Q: 3 clusters Score -454491.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -454498.875000 Penalty: 4105.722168
	Iteration 43Q: 3 clusters Score -454498.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -454508.375000 Penalty: 4105.722168
	Iteration 44Q: 3 clusters Score -454508.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -454521.875000 Penalty: 4105.722168
	Iteration 45Q: 3 clusters Score -454521.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -454532.062500 Penalty: 4105.722168
	Iteration 46Q: 3 clusters Score -454532.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -454542.531250 Penalty: 4105.722168
	Iteration 47Q: 3 clusters Score -454542.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -454547.968750 Penalty: 4105.722168
	Iteration 48Q: 3 clusters Score -454548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -454558.656250 Penalty: 4105.722168
	Iteration 49Q: 3 clusters Score -454558.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -454565.093750 Penalty: 4105.722168
	Iteration 50Q: 3 clusters Score -454565.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -454569.312500 Penalty: 4105.722168
	Iteration 51Q: 3 clusters Score -454569.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -454572.312500 Penalty: 4105.722168
	Iteration 52Q: 3 clusters Score -454572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -454577.093750 Penalty: 4105.722168
	Iteration 53Q: 3 clusters Score -454577.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -454579.687500 Penalty: 4105.722168
	Iteration 54Q: 3 clusters Score -454579.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -454580.656250 Penalty: 4105.722168
	Iteration 55Q: 3 clusters Score -454580.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -454582.468750 Penalty: 4105.722168
	Iteration 56Q: 3 clusters Score -454582.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -454585.093750 Penalty: 4105.722168
	Iteration 57Q: 3 clusters Score -454585.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -454588.093750 Penalty: 4105.722168
	Iteration 58Q: 3 clusters Score -454588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -454590.250000 Penalty: 4105.722168
	Iteration 59Q: 3 clusters Score -454590.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -454593.875000 Penalty: 4105.722168
	Iteration 60F: 3 clusters Score -454593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -454595.031250 Penalty: 4105.722168
	Iteration 61Q: 3 clusters Score -454595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -454595.031250 Penalty: 4105.722168
	Iteration 62F: 3 clusters Score -454595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Entering Unmasked Estep 
Score: -4655147.500000 Penalty: 2634.506104
	Iteration 0F: 2 clusters Score -4655148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4627263.500000 Penalty: 5269.012207
	Iteration 0F: 3 clusters Score -4627264 nChanged 18890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -4637625.000000 Penalty: 5269.012207
	Iteration 1F: 3 clusters Score -4637625 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -4638117.000000 Penalty: 5269.012207
	Iteration 2Q: 3 clusters Score -4638117 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4638642.500000 Penalty: 5269.012207
	Iteration 3Q: 3 clusters Score -4638642 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4639217.000000 Penalty: 5269.012207
	Iteration 4Q: 3 clusters Score -4639217 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -4639931.500000 Penalty: 5269.012207
	Iteration 5Q: 3 clusters Score -4639932 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4640832.000000 Penalty: 5269.012207
	Iteration 6Q: 3 clusters Score -4640832 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -4642058.000000 Penalty: 5269.012207
	Iteration 7Q: 3 clusters Score -4642058 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -4643532.500000 Penalty: 5269.012207
	Iteration 8F: 3 clusters Score -4643532 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -4644969.000000 Penalty: 5269.012207
	Iteration 9F: 3 clusters Score -4644969 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4646352.000000 Penalty: 5269.012207
	Iteration 10F: 3 clusters Score -4646352 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -4647525.500000 Penalty: 5269.012207
	Iteration 11Q: 3 clusters Score -4647526 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -4648444.000000 Penalty: 5269.012207
	Iteration 12Q: 3 clusters Score -4648444 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -4649250.500000 Penalty: 5269.012207
	Iteration 13Q: 3 clusters Score -4649250 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -4649866.000000 Penalty: 5269.012207
	Iteration 14Q: 3 clusters Score -4649866 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -4650392.500000 Penalty: 5269.012207
	Iteration 15Q: 3 clusters Score -4650392 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -4650752.500000 Penalty: 5269.012207
	Iteration 16Q: 3 clusters Score -4650752 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -4651100.500000 Penalty: 5269.012207
	Iteration 17Q: 3 clusters Score -4651100 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4651379.000000 Penalty: 5269.012207
	Iteration 18Q: 3 clusters Score -4651379 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -4651626.500000 Penalty: 5269.012207
	Iteration 19Q: 3 clusters Score -4651626 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -4651813.000000 Penalty: 5269.012207
	Iteration 20F: 3 clusters Score -4651813 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -4651982.500000 Penalty: 5269.012207
	Iteration 21Q: 3 clusters Score -4651982 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4652123.500000 Penalty: 5269.012207
	Iteration 22Q: 3 clusters Score -4652124 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -4652239.000000 Penalty: 5269.012207
	Iteration 23Q: 3 clusters Score -4652239 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4652342.500000 Penalty: 5269.012207
	Iteration 24Q: 3 clusters Score -4652342 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4652423.500000 Penalty: 5269.012207
	Iteration 25Q: 3 clusters Score -4652424 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4652501.000000 Penalty: 5269.012207
	Iteration 26Q: 3 clusters Score -4652501 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4652565.500000 Penalty: 5269.012207
	Iteration 27Q: 3 clusters Score -4652566 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4652623.000000 Penalty: 5269.012207
	Iteration 28Q: 3 clusters Score -4652623 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4652671.000000 Penalty: 5269.012207
	Iteration 29Q: 3 clusters Score -4652671 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4652704.000000 Penalty: 5269.012207
	Iteration 30Q: 3 clusters Score -4652704 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4652729.500000 Penalty: 5269.012207
	Iteration 31Q: 3 clusters Score -4652730 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4652765.000000 Penalty: 5269.012207
	Iteration 32Q: 3 clusters Score -4652765 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4652787.500000 Penalty: 5269.012207
	Iteration 33Q: 3 clusters Score -4652788 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4652810.000000 Penalty: 5269.012207
	Iteration 34Q: 3 clusters Score -4652810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4652832.000000 Penalty: 5269.012207
	Iteration 35Q: 3 clusters Score -4652832 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4652843.000000 Penalty: 5269.012207
	Iteration 36Q: 3 clusters Score -4652843 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4652858.000000 Penalty: 5269.012207
	Iteration 37Q: 3 clusters Score -4652858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4652875.000000 Penalty: 5269.012207
	Iteration 38Q: 3 clusters Score -4652875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4652884.000000 Penalty: 5269.012207
	Iteration 39Q: 3 clusters Score -4652884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4652905.000000 Penalty: 5269.012207
	Iteration 40F: 3 clusters Score -4652905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4652912.000000 Penalty: 5269.012207
	Iteration 41Q: 3 clusters Score -4652912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4652924.000000 Penalty: 5269.012207
	Iteration 42Q: 3 clusters Score -4652924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4652940.500000 Penalty: 5269.012207
	Iteration 43Q: 3 clusters Score -4652940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4652957.000000 Penalty: 5269.012207
	Iteration 44Q: 3 clusters Score -4652957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4652964.000000 Penalty: 5269.012207
	Iteration 45Q: 3 clusters Score -4652964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4652972.000000 Penalty: 5269.012207
	Iteration 46Q: 3 clusters Score -4652972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4652985.000000 Penalty: 5269.012207
	Iteration 47Q: 3 clusters Score -4652985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4652995.500000 Penalty: 5269.012207
	Iteration 48Q: 3 clusters Score -4652996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4653010.000000 Penalty: 5269.012207
	Iteration 49Q: 3 clusters Score -4653010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4653012.500000 Penalty: 5269.012207
	Iteration 50Q: 3 clusters Score -4653012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4653025.500000 Penalty: 5269.012207
	Iteration 51Q: 3 clusters Score -4653026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4653046.000000 Penalty: 5269.012207
	Iteration 52Q: 3 clusters Score -4653046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4653042.500000 Penalty: 5269.012207
	Iteration 53Q: 3 clusters Score -4653042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4653041.500000 Penalty: 5269.012207
	Iteration 54Q: 3 clusters Score -4653042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4653051.500000 Penalty: 5269.012207
	Iteration 55Q: 3 clusters Score -4653052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4653057.500000 Penalty: 5269.012207
	Iteration 56Q: 3 clusters Score -4653058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4653057.000000 Penalty: 5269.012207
	Iteration 57Q: 3 clusters Score -4653057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4653051.500000 Penalty: 5269.012207
	Iteration 58Q: 3 clusters Score -4653052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4653051.500000 Penalty: 5269.012207
	Iteration 59F: 3 clusters Score -4653052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Entering Unmasked Estep 
Score: -2765151.750000 Penalty: 2493.225586
	Iteration 0F: 2 clusters Score -2765152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2748983.750000 Penalty: 4986.451172
	Iteration 0F: 3 clusters Score -2748984 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2754573.750000 Penalty: 4986.451172
	Iteration 1F: 3 clusters Score -2754574 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2754922.000000 Penalty: 4986.451172
	Iteration 2Q: 3 clusters Score -2754922 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2755191.250000 Penalty: 4986.451172
	Iteration 3Q: 3 clusters Score -2755191 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2755455.500000 Penalty: 4986.451172
	Iteration 4Q: 3 clusters Score -2755456 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2755696.000000 Penalty: 4986.451172
	Iteration 5Q: 3 clusters Score -2755696 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2755959.750000 Penalty: 4986.451172
	Iteration 6Q: 3 clusters Score -2755960 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2756251.500000 Penalty: 4986.451172
	Iteration 7Q: 3 clusters Score -2756252 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2756663.750000 Penalty: 4986.451172
	Iteration 8Q: 3 clusters Score -2756664 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2757189.000000 Penalty: 4986.451172
	Iteration 9Q: 3 clusters Score -2757189 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2757913.750000 Penalty: 4986.451172
	Iteration 10F: 3 clusters Score -2757914 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2758810.500000 Penalty: 4986.451172
	Iteration 11F: 3 clusters Score -2758810 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2759759.000000 Penalty: 4986.451172
	Iteration 12F: 3 clusters Score -2759759 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2760461.500000 Penalty: 4986.451172
	Iteration 13Q: 3 clusters Score -2760462 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2760840.500000 Penalty: 4986.451172
	Iteration 14Q: 3 clusters Score -2760840 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2761018.250000 Penalty: 4986.451172
	Iteration 15Q: 3 clusters Score -2761018 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2761132.750000 Penalty: 4986.451172
	Iteration 16Q: 3 clusters Score -2761133 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2761198.250000 Penalty: 4986.451172
	Iteration 17Q: 3 clusters Score -2761198 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2761233.750000 Penalty: 4986.451172
	Iteration 18Q: 3 clusters Score -2761234 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2761282.750000 Penalty: 4986.451172
	Iteration 19Q: 3 clusters Score -2761283 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2761313.000000 Penalty: 4986.451172
	Iteration 20F: 3 clusters Score -2761313 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2761360.500000 Penalty: 4986.451172
	Iteration 21Q: 3 clusters Score -2761360 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2761378.500000 Penalty: 4986.451172
	Iteration 22Q: 3 clusters Score -2761378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2761394.750000 Penalty: 4986.451172
	Iteration 23Q: 3 clusters Score -2761395 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2761398.250000 Penalty: 4986.451172
	Iteration 24Q: 3 clusters Score -2761398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2761425.750000 Penalty: 4986.451172
	Iteration 25Q: 3 clusters Score -2761426 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2761440.500000 Penalty: 4986.451172
	Iteration 26Q: 3 clusters Score -2761440 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2761468.250000 Penalty: 4986.451172
	Iteration 27Q: 3 clusters Score -2761468 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2761493.250000 Penalty: 4986.451172
	Iteration 28Q: 3 clusters Score -2761493 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2761516.000000 Penalty: 4986.451172
	Iteration 29Q: 3 clusters Score -2761516 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2761546.000000 Penalty: 4986.451172
	Iteration 30Q: 3 clusters Score -2761546 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2761563.500000 Penalty: 4986.451172
	Iteration 31Q: 3 clusters Score -2761564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2761603.000000 Penalty: 4986.451172
	Iteration 32Q: 3 clusters Score -2761603 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2761619.250000 Penalty: 4986.451172
	Iteration 33Q: 3 clusters Score -2761619 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2761652.500000 Penalty: 4986.451172
	Iteration 34Q: 3 clusters Score -2761652 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2761672.500000 Penalty: 4986.451172
	Iteration 35Q: 3 clusters Score -2761672 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2761706.750000 Penalty: 4986.451172
	Iteration 36Q: 3 clusters Score -2761707 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2761738.250000 Penalty: 4986.451172
	Iteration 37Q: 3 clusters Score -2761738 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2761777.250000 Penalty: 4986.451172
	Iteration 38Q: 3 clusters Score -2761777 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2761816.250000 Penalty: 4986.451172
	Iteration 39Q: 3 clusters Score -2761816 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2761859.500000 Penalty: 4986.451172
	Iteration 40F: 3 clusters Score -2761860 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2761900.000000 Penalty: 4986.451172
	Iteration 41Q: 3 clusters Score -2761900 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2761932.500000 Penalty: 4986.451172
	Iteration 42Q: 3 clusters Score -2761932 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2761956.000000 Penalty: 4986.451172
	Iteration 43Q: 3 clusters Score -2761956 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2761984.000000 Penalty: 4986.451172
	Iteration 44Q: 3 clusters Score -2761984 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2762013.500000 Penalty: 4986.451172
	Iteration 45Q: 3 clusters Score -2762014 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2762044.250000 Penalty: 4986.451172
	Iteration 46Q: 3 clusters Score -2762044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2762075.500000 Penalty: 4986.451172
	Iteration 47Q: 3 clusters Score -2762076 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2762103.750000 Penalty: 4986.451172
	Iteration 48Q: 3 clusters Score -2762104 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2762132.750000 Penalty: 4986.451172
	Iteration 49Q: 3 clusters Score -2762133 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2762142.250000 Penalty: 4986.451172
	Iteration 50Q: 3 clusters Score -2762142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2762145.750000 Penalty: 4986.451172
	Iteration 51Q: 3 clusters Score -2762146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2762163.250000 Penalty: 4986.451172
	Iteration 52Q: 3 clusters Score -2762163 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2762192.250000 Penalty: 4986.451172
	Iteration 53Q: 3 clusters Score -2762192 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2762212.000000 Penalty: 4986.451172
	Iteration 54Q: 3 clusters Score -2762212 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2762238.750000 Penalty: 4986.451172
	Iteration 55Q: 3 clusters Score -2762239 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2762263.750000 Penalty: 4986.451172
	Iteration 56Q: 3 clusters Score -2762264 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2762287.000000 Penalty: 4986.451172
	Iteration 57Q: 3 clusters Score -2762287 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2762319.250000 Penalty: 4986.451172
	Iteration 58Q: 3 clusters Score -2762319 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2762353.250000 Penalty: 4986.451172
	Iteration 59Q: 3 clusters Score -2762353 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2762396.250000 Penalty: 4986.451172
	Iteration 60F: 3 clusters Score -2762396 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2762437.000000 Penalty: 4986.451172
	Iteration 61Q: 3 clusters Score -2762437 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2762467.250000 Penalty: 4986.451172
	Iteration 62Q: 3 clusters Score -2762467 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2762498.250000 Penalty: 4986.451172
	Iteration 63Q: 3 clusters Score -2762498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2762519.250000 Penalty: 4986.451172
	Iteration 64Q: 3 clusters Score -2762519 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2762539.000000 Penalty: 4986.451172
	Iteration 65Q: 3 clusters Score -2762539 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2762564.250000 Penalty: 4986.451172
	Iteration 66Q: 3 clusters Score -2762564 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2762583.500000 Penalty: 4986.451172
	Iteration 67Q: 3 clusters Score -2762584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2762599.000000 Penalty: 4986.451172
	Iteration 68Q: 3 clusters Score -2762599 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2762600.250000 Penalty: 4986.451172
	Iteration 69Q: 3 clusters Score -2762600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2762629.250000 Penalty: 4986.451172
	Iteration 70Q: 3 clusters Score -2762629 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2762631.250000 Penalty: 4986.451172
	Iteration 71Q: 3 clusters Score -2762631 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2762650.750000 Penalty: 4986.451172
	Iteration 72Q: 3 clusters Score -2762651 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2762672.250000 Penalty: 4986.451172
	Iteration 73Q: 3 clusters Score -2762672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2762687.500000 Penalty: 4986.451172
	Iteration 74Q: 3 clusters Score -2762688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2762701.000000 Penalty: 4986.451172
	Iteration 75Q: 3 clusters Score -2762701 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2762705.500000 Penalty: 4986.451172
	Iteration 76Q: 3 clusters Score -2762706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2762720.250000 Penalty: 4986.451172
	Iteration 77Q: 3 clusters Score -2762720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2762728.500000 Penalty: 4986.451172
	Iteration 78Q: 3 clusters Score -2762728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2762733.750000 Penalty: 4986.451172
	Iteration 79Q: 3 clusters Score -2762734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2762741.750000 Penalty: 4986.451172
	Iteration 80F: 3 clusters Score -2762742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2762763.250000 Penalty: 4986.451172
	Iteration 81Q: 3 clusters Score -2762763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2762777.750000 Penalty: 4986.451172
	Iteration 82Q: 3 clusters Score -2762778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2762780.500000 Penalty: 4986.451172
	Iteration 83Q: 3 clusters Score -2762780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2762791.250000 Penalty: 4986.451172
	Iteration 84Q: 3 clusters Score -2762791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2762806.500000 Penalty: 4986.451172
	Iteration 85Q: 3 clusters Score -2762806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2762810.750000 Penalty: 4986.451172
	Iteration 86Q: 3 clusters Score -2762811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2762817.750000 Penalty: 4986.451172
	Iteration 87Q: 3 clusters Score -2762818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2762832.500000 Penalty: 4986.451172
	Iteration 88Q: 3 clusters Score -2762832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2762838.250000 Penalty: 4986.451172
	Iteration 89Q: 3 clusters Score -2762838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2762840.000000 Penalty: 4986.451172
	Iteration 90Q: 3 clusters Score -2762840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2762844.750000 Penalty: 4986.451172
	Iteration 91Q: 3 clusters Score -2762845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2762843.500000 Penalty: 4986.451172
	Iteration 92Q: 3 clusters Score -2762844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2762851.750000 Penalty: 4986.451172
	Iteration 93Q: 3 clusters Score -2762852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2762857.500000 Penalty: 4986.451172
	Iteration 94Q: 3 clusters Score -2762858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2762863.500000 Penalty: 4986.451172
	Iteration 95Q: 3 clusters Score -2762864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2762871.250000 Penalty: 4986.451172
	Iteration 96Q: 3 clusters Score -2762871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2762878.250000 Penalty: 4986.451172
	Iteration 97Q: 3 clusters Score -2762878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2762885.500000 Penalty: 4986.451172
	Iteration 98Q: 3 clusters Score -2762886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2762896.000000 Penalty: 4986.451172
	Iteration 99Q: 3 clusters Score -2762896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2762917.250000 Penalty: 4986.451172
	Iteration 100F: 3 clusters Score -2762917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2762927.500000 Penalty: 4986.451172
	Iteration 101Q: 3 clusters Score -2762928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2762944.250000 Penalty: 4986.451172
	Iteration 102Q: 3 clusters Score -2762944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2762955.750000 Penalty: 4986.451172
	Iteration 103Q: 3 clusters Score -2762956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2762961.000000 Penalty: 4986.451172
	Iteration 104Q: 3 clusters Score -2762961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2762976.000000 Penalty: 4986.451172
	Iteration 105Q: 3 clusters Score -2762976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2762982.750000 Penalty: 4986.451172
	Iteration 106Q: 3 clusters Score -2762983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2762988.250000 Penalty: 4986.451172
	Iteration 107Q: 3 clusters Score -2762988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2762989.500000 Penalty: 4986.451172
	Iteration 108Q: 3 clusters Score -2762990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2762999.750000 Penalty: 4986.451172
	Iteration 109Q: 3 clusters Score -2763000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2763001.250000 Penalty: 4986.451172
	Iteration 110Q: 3 clusters Score -2763001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2763010.250000 Penalty: 4986.451172
	Iteration 111Q: 3 clusters Score -2763010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2763012.750000 Penalty: 4986.451172
	Iteration 112Q: 3 clusters Score -2763013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2763012.750000 Penalty: 4986.451172
	Iteration 113Q: 3 clusters Score -2763013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2763009.500000 Penalty: 4986.451172
	Iteration 114Q: 3 clusters Score -2763010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2763014.000000 Penalty: 4986.451172
	Iteration 115Q: 3 clusters Score -2763014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -2763017.000000 Penalty: 4986.451172
	Iteration 116Q: 3 clusters Score -2763017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2763017.750000 Penalty: 4986.451172
	Iteration 117Q: 3 clusters Score -2763018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2763019.000000 Penalty: 4986.451172
	Iteration 118Q: 3 clusters Score -2763019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2763021.000000 Penalty: 4986.451172
	Iteration 119Q: 3 clusters Score -2763021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2763017.500000 Penalty: 4986.451172
	Iteration 120F: 3 clusters Score -2763018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2763017.500000 Penalty: 4986.451172
	Iteration 121Q: 3 clusters Score -2763018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -2763021.750000 Penalty: 4986.451172
	Iteration 122Q: 3 clusters Score -2763022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2763026.750000 Penalty: 4986.451172
	Iteration 123Q: 3 clusters Score -2763027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -2763027.750000 Penalty: 4986.451172
	Iteration 124Q: 3 clusters Score -2763028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2763027.250000 Penalty: 4986.451172
	Iteration 125Q: 3 clusters Score -2763027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2763027.500000 Penalty: 4986.451172
	Iteration 126Q: 3 clusters Score -2763028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2763033.750000 Penalty: 4986.451172
	Iteration 127Q: 3 clusters Score -2763034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2763036.500000 Penalty: 4986.451172
	Iteration 128Q: 3 clusters Score -2763036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2763036.000000 Penalty: 4986.451172
	Iteration 129Q: 3 clusters Score -2763036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2763041.750000 Penalty: 4986.451172
	Iteration 130Q: 3 clusters Score -2763042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2763040.750000 Penalty: 4986.451172
	Iteration 131Q: 3 clusters Score -2763041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2763041.250000 Penalty: 4986.451172
	Iteration 132Q: 3 clusters Score -2763041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2763042.500000 Penalty: 4986.451172
	Iteration 133Q: 3 clusters Score -2763042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2763041.250000 Penalty: 4986.451172
	Iteration 134Q: 3 clusters Score -2763041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2763043.750000 Penalty: 4986.451172
	Iteration 135Q: 3 clusters Score -2763044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2763043.750000 Penalty: 4986.451172
	Iteration 136F: 3 clusters Score -2763044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -27973.937500 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -27973.94 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 159 members 
Entering Unmasked Estep 
Score: -26816.308594 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -26816.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26905.974609 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -26905.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26938.253906 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -26938.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26971.779297 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -26971.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26981.119141 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -26981.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26986.890625 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -26986.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26991.113281 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -26991.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27004.929688 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -27004.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27009.369141 Penalty: 2820.739746
	Iteration 8Q: 3 clusters Score -27009.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27009.369141 Penalty: 2820.739746
	Iteration 9F: 3 clusters Score -27009.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Entering Unmasked Estep 
Score: -6521355.000000 Penalty: 2707.171875
	Iteration 0F: 2 clusters Score -6521355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -6484477.500000 Penalty: 5414.343750
	Iteration 0F: 3 clusters Score -6484478 nChanged 25395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -6498593.000000 Penalty: 5414.343750
	Iteration 1F: 3 clusters Score -6498593 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -6499047.000000 Penalty: 5414.343750
	Iteration 2Q: 3 clusters Score -6499047 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -6499532.500000 Penalty: 5414.343750
	Iteration 3Q: 3 clusters Score -6499532 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -6499978.500000 Penalty: 5414.343750
	Iteration 4Q: 3 clusters Score -6499978 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -6500522.500000 Penalty: 5414.343750
	Iteration 5Q: 3 clusters Score -6500522 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -6501266.500000 Penalty: 5414.343750
	Iteration 6Q: 3 clusters Score -6501266 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -6502350.500000 Penalty: 5414.343750
	Iteration 7Q: 3 clusters Score -6502350 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -6503994.500000 Penalty: 5414.343750
	Iteration 8F: 3 clusters Score -6503994 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -6506391.000000 Penalty: 5414.343750
	Iteration 9F: 3 clusters Score -6506391 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -6509666.500000 Penalty: 5414.343750
	Iteration 10F: 3 clusters Score -6509666 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -6513069.500000 Penalty: 5414.343750
	Iteration 11F: 3 clusters Score -6513070 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -6515672.500000 Penalty: 5414.343750
	Iteration 12F: 3 clusters Score -6515672 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6517180.000000 Penalty: 5414.343750
	Iteration 13Q: 3 clusters Score -6517180 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6517986.000000 Penalty: 5414.343750
	Iteration 14Q: 3 clusters Score -6517986 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6518413.500000 Penalty: 5414.343750
	Iteration 15Q: 3 clusters Score -6518414 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6518627.500000 Penalty: 5414.343750
	Iteration 16Q: 3 clusters Score -6518628 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6518759.500000 Penalty: 5414.343750
	Iteration 17Q: 3 clusters Score -6518760 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6518829.000000 Penalty: 5414.343750
	Iteration 18Q: 3 clusters Score -6518829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6518897.000000 Penalty: 5414.343750
	Iteration 19Q: 3 clusters Score -6518897 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6518945.500000 Penalty: 5414.343750
	Iteration 20F: 3 clusters Score -6518946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6518977.500000 Penalty: 5414.343750
	Iteration 21Q: 3 clusters Score -6518978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6519014.500000 Penalty: 5414.343750
	Iteration 22Q: 3 clusters Score -6519014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6519033.000000 Penalty: 5414.343750
	Iteration 23Q: 3 clusters Score -6519033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6519047.000000 Penalty: 5414.343750
	Iteration 24Q: 3 clusters Score -6519047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6519065.500000 Penalty: 5414.343750
	Iteration 25Q: 3 clusters Score -6519066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6519080.500000 Penalty: 5414.343750
	Iteration 26Q: 3 clusters Score -6519080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6519112.500000 Penalty: 5414.343750
	Iteration 27Q: 3 clusters Score -6519112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6519135.000000 Penalty: 5414.343750
	Iteration 28Q: 3 clusters Score -6519135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6519145.500000 Penalty: 5414.343750
	Iteration 29Q: 3 clusters Score -6519146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6519154.000000 Penalty: 5414.343750
	Iteration 30Q: 3 clusters Score -6519154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6519169.500000 Penalty: 5414.343750
	Iteration 31Q: 3 clusters Score -6519170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6519165.000000 Penalty: 5414.343750
	Iteration 32Q: 3 clusters Score -6519165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6519165.000000 Penalty: 5414.343750
	Iteration 33F: 3 clusters Score -6519165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 18812 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8179 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12473 members 
Mstep: Class 11 contains 186333 members 
Mstep: Class 13 contains 248132 members 
Mstep: Class 14 contains 2589 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41069 members 
Mstep: Class 17 contains 23233 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657520.000000 Penalty: 49803.171875
Iteration 199Q: 16 clusters Score -7.465752e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8174 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12480 members 
Mstep: Class 11 contains 186350 members 
Mstep: Class 13 contains 248105 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41064 members 
Mstep: Class 17 contains 23242 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657560.000000 Penalty: 49803.171875
Iteration 200F: 16 clusters Score -7.465756e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20455 members 
Mstep: Class 3 contains 18810 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8172 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12483 members 
Mstep: Class 11 contains 186359 members 
Mstep: Class 13 contains 248080 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41063 members 
Mstep: Class 17 contains 23249 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657648.000000 Penalty: 49803.171875
Iteration 201Q: 16 clusters Score -7.465765e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20458 members 
Mstep: Class 3 contains 18809 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8171 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12487 members 
Mstep: Class 11 contains 186374 members 
Mstep: Class 13 contains 248049 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41060 members 
Mstep: Class 17 contains 23258 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657632.000000 Penalty: 49803.171875
Iteration 202Q: 16 clusters Score -7.465763e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20460 members 
Mstep: Class 3 contains 18809 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8173 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12491 members 
Mstep: Class 11 contains 186391 members 
Mstep: Class 13 contains 248019 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41055 members 
Mstep: Class 17 contains 23267 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657688.000000 Penalty: 49803.171875
Iteration 203Q: 16 clusters Score -7.465769e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20459 members 
Mstep: Class 3 contains 18811 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8173 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12490 members 
Mstep: Class 11 contains 186401 members 
Mstep: Class 13 contains 247999 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41053 members 
Mstep: Class 17 contains 23277 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657560.000000 Penalty: 49803.171875
Iteration 204Q: 16 clusters Score -7.465756e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20459 members 
Mstep: Class 3 contains 18811 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8172 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12494 members 
Mstep: Class 11 contains 186404 members 
Mstep: Class 13 contains 247979 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41049 members 
Mstep: Class 17 contains 23284 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657560.000000 Penalty: 49803.171875
Iteration 205Q: 16 clusters Score -7.465756e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20461 members 
Mstep: Class 3 contains 18812 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8172 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12497 members 
Mstep: Class 11 contains 186392 members 
Mstep: Class 13 contains 247971 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41047 members 
Mstep: Class 17 contains 23293 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657536.000000 Penalty: 49803.171875
Iteration 206Q: 16 clusters Score -7.465754e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20459 members 
Mstep: Class 3 contains 18812 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8177 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12498 members 
Mstep: Class 11 contains 186380 members 
Mstep: Class 13 contains 247967 members 
Mstep: Class 14 contains 2587 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41046 members 
Mstep: Class 17 contains 23296 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657584.000000 Penalty: 49803.171875
Iteration 207Q: 16 clusters Score -7.465758e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 20459 members 
Mstep: Class 3 contains 18808 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 8177 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12499 members 
Mstep: Class 11 contains 186396 members 
Mstep: Class 13 contains 247942 members 
Mstep: Class 14 contains 2587 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41045 members 
Mstep: Class 17 contains 23299 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657568.000000 Penalty: 49803.171875
Iteration 208Q: 16 clusters Score -7.465757e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 20461 members 
Mstep: Class 3 contains 18809 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 8180 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12499 members 
Mstep: Class 11 contains 186383 members 
Mstep: Class 13 contains 247929 members 
Mstep: Class 14 contains 2588 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41049 members 
Mstep: Class 17 contains 23306 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657656.000000 Penalty: 49803.171875
Iteration 209Q: 16 clusters Score -7.465766e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 20466 members 
Mstep: Class 3 contains 18809 members 
Mstep: Class 4 contains 1594 members 
Mstep: Class 5 contains 8182 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12501 members 
Mstep: Class 11 contains 186360 members 
Mstep: Class 13 contains 247926 members 
Mstep: Class 14 contains 2589 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41052 members 
Mstep: Class 17 contains 23308 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657568.000000 Penalty: 49803.171875
Iteration 210Q: 16 clusters Score -7.465757e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 20467 members 
Mstep: Class 3 contains 18809 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 8184 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12502 members 
Mstep: Class 11 contains 186340 members 
Mstep: Class 13 contains 247932 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41052 members 
Mstep: Class 17 contains 23309 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657512.000000 Penalty: 49803.171875
Iteration 211Q: 16 clusters Score -7.465751e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 20468 members 
Mstep: Class 3 contains 18809 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 8182 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12504 members 
Mstep: Class 11 contains 186313 members 
Mstep: Class 13 contains 247947 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 41055 members 
Mstep: Class 17 contains 23310 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657520.000000 Penalty: 49803.171875
Iteration 212Q: 16 clusters Score -7.465752e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20470 members 
Mstep: Class 3 contains 18808 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 8180 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 9 contains 12503 members 
Mstep: Class 11 contains 186298 members 
Mstep: Class 13 contains 247955 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 41056 members 
Mstep: Class 17 contains 23313 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657504.000000 Penalty: 49803.171875
Iteration 213Q: 16 clusters Score -7.46575e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20469 members 
Mstep: Class 3 contains 18806 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 8180 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12504 members 
Mstep: Class 11 contains 186287 members 
Mstep: Class 13 contains 247957 members 
Mstep: Class 14 contains 2591 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 41058 members 
Mstep: Class 17 contains 23314 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657480.000000 Penalty: 49803.171875
Iteration 214Q: 16 clusters Score -7.465748e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20470 members 
Mstep: Class 3 contains 18805 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 8180 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12504 members 
Mstep: Class 11 contains 186272 members 
Mstep: Class 13 contains 247960 members 
Mstep: Class 14 contains 2592 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 41057 members 
Mstep: Class 17 contains 23317 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657432.000000 Penalty: 49803.171875
Iteration 215Q: 16 clusters Score -7.465743e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20471 members 
Mstep: Class 3 contains 18805 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12504 members 
Mstep: Class 11 contains 186256 members 
Mstep: Class 13 contains 247965 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 41054 members 
Mstep: Class 17 contains 23319 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657480.000000 Penalty: 49803.171875
Iteration 216Q: 16 clusters Score -7.465748e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20472 members 
Mstep: Class 3 contains 18805 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12504 members 
Mstep: Class 11 contains 186255 members 
Mstep: Class 13 contains 247959 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 41051 members 
Mstep: Class 17 contains 23318 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657440.000000 Penalty: 49803.171875
Iteration 217Q: 16 clusters Score -7.465744e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20473 members 
Mstep: Class 3 contains 18804 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 8182 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12504 members 
Mstep: Class 11 contains 186248 members 
Mstep: Class 13 contains 247960 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 41048 members 
Mstep: Class 17 contains 23318 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657472.000000 Penalty: 49803.171875
Iteration 218Q: 16 clusters Score -7.465747e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20474 members 
Mstep: Class 3 contains 18804 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 8179 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12504 members 
Mstep: Class 11 contains 186249 members 
Mstep: Class 13 contains 247959 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 41045 members 
Mstep: Class 17 contains 23318 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657432.000000 Penalty: 49803.171875
Iteration 219Q: 16 clusters Score -7.465743e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20474 members 
Mstep: Class 3 contains 18801 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 8180 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 11 contains 186248 members 
Mstep: Class 13 contains 247956 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 41042 members 
Mstep: Class 17 contains 23317 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657416.000000 Penalty: 49803.171875
Iteration 220F: 16 clusters Score -7.465742e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20474 members 
Mstep: Class 3 contains 18797 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 8184 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186239 members 
Mstep: Class 13 contains 247957 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 41041 members 
Mstep: Class 17 contains 23318 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657440.000000 Penalty: 49803.171875
Iteration 221Q: 16 clusters Score -7.465744e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20475 members 
Mstep: Class 3 contains 18797 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 8185 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12511 members 
Mstep: Class 11 contains 186237 members 
Mstep: Class 13 contains 247946 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41038 members 
Mstep: Class 17 contains 23319 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657392.000000 Penalty: 49803.171875
Iteration 222Q: 16 clusters Score -7.465739e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20475 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8185 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12510 members 
Mstep: Class 11 contains 186237 members 
Mstep: Class 13 contains 247933 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 41038 members 
Mstep: Class 17 contains 23320 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657488.000000 Penalty: 49803.171875
Iteration 223Q: 16 clusters Score -7.465749e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20478 members 
Mstep: Class 3 contains 18793 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8184 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12511 members 
Mstep: Class 11 contains 186228 members 
Mstep: Class 13 contains 247933 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41034 members 
Mstep: Class 17 contains 23320 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657432.000000 Penalty: 49803.171875
Iteration 224Q: 16 clusters Score -7.465743e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20479 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12512 members 
Mstep: Class 11 contains 186219 members 
Mstep: Class 13 contains 247939 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 41029 members 
Mstep: Class 17 contains 23322 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657432.000000 Penalty: 49803.171875
Iteration 225Q: 16 clusters Score -7.465743e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20479 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8180 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12512 members 
Mstep: Class 11 contains 186209 members 
Mstep: Class 13 contains 247947 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 41026 members 
Mstep: Class 17 contains 23323 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657448.000000 Penalty: 49803.171875
Iteration 226Q: 16 clusters Score -7.465745e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20479 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8179 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12513 members 
Mstep: Class 11 contains 186202 members 
Mstep: Class 13 contains 247947 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 41024 members 
Mstep: Class 17 contains 23326 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657448.000000 Penalty: 49803.171875
Iteration 227Q: 16 clusters Score -7.465745e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20479 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8179 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 11 contains 186192 members 
Mstep: Class 13 contains 247951 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 41021 members 
Mstep: Class 17 contains 23328 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657456.000000 Penalty: 49803.171875
Iteration 228Q: 16 clusters Score -7.465746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20479 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8179 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 11 contains 186183 members 
Mstep: Class 13 contains 247954 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 41022 members 
Mstep: Class 17 contains 23330 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657448.000000 Penalty: 49803.171875
Iteration 229Q: 16 clusters Score -7.465745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20479 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8179 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 11 contains 186178 members 
Mstep: Class 13 contains 247960 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 41020 members 
Mstep: Class 17 contains 23330 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657456.000000 Penalty: 49803.171875
Iteration 230Q: 16 clusters Score -7.465746e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20479 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8179 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 11 contains 186173 members 
Mstep: Class 13 contains 247955 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 41019 members 
Mstep: Class 17 contains 23335 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657496.000000 Penalty: 49803.171875
Iteration 231Q: 16 clusters Score -7.46575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20479 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8179 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 11 contains 186170 members 
Mstep: Class 13 contains 247952 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 41018 members 
Mstep: Class 17 contains 23337 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657448.000000 Penalty: 49803.171875
Iteration 232Q: 16 clusters Score -7.465745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20479 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8180 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12514 members 
Mstep: Class 11 contains 186160 members 
Mstep: Class 13 contains 247953 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41018 members 
Mstep: Class 17 contains 23339 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657488.000000 Penalty: 49803.171875
Iteration 233Q: 16 clusters Score -7.465749e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20479 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 11 contains 186157 members 
Mstep: Class 13 contains 247945 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41019 members 
Mstep: Class 17 contains 23342 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657496.000000 Penalty: 49803.171875
Iteration 234Q: 16 clusters Score -7.46575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20480 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12516 members 
Mstep: Class 11 contains 186155 members 
Mstep: Class 13 contains 247938 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41019 members 
Mstep: Class 17 contains 23343 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657480.000000 Penalty: 49803.171875
Iteration 235Q: 16 clusters Score -7.465748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20480 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12516 members 
Mstep: Class 11 contains 186155 members 
Mstep: Class 13 contains 247929 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41019 members 
Mstep: Class 17 contains 23344 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657464.000000 Penalty: 49803.171875
Iteration 236Q: 16 clusters Score -7.465746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20480 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12515 members 
Mstep: Class 11 contains 186161 members 
Mstep: Class 13 contains 247914 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41020 members 
Mstep: Class 17 contains 23344 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657480.000000 Penalty: 49803.171875
Iteration 237Q: 16 clusters Score -7.465748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20481 members 
Mstep: Class 3 contains 18796 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12514 members 
Mstep: Class 11 contains 186162 members 
Mstep: Class 13 contains 247905 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41018 members 
Mstep: Class 17 contains 23345 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657520.000000 Penalty: 49803.171875
Iteration 238Q: 16 clusters Score -7.465752e+07 nChanged 23
Entering ConstructFrom: 
Score: -74657520.000000 Penalty: 49803.171875
Entering ConstructFrom: 
Trying to split cluster 1 (28644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Entering Unmasked Estep 
Score: -3319882.750000 Penalty: 2545.149414
	Iteration 0F: 2 clusters Score -3319883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3300207.750000 Penalty: 5090.298828
	Iteration 0F: 3 clusters Score -3300208 nChanged 12865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3307245.250000 Penalty: 5090.298828
	Iteration 1F: 3 clusters Score -3307245 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3307996.500000 Penalty: 5090.298828
	Iteration 2F: 3 clusters Score -3307996 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3308750.250000 Penalty: 5090.298828
	Iteration 3F: 3 clusters Score -3308750 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3309371.000000 Penalty: 5090.298828
	Iteration 4F: 3 clusters Score -3309371 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3309909.500000 Penalty: 5090.298828
	Iteration 5Q: 3 clusters Score -3309910 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3310424.000000 Penalty: 5090.298828
	Iteration 6Q: 3 clusters Score -3310424 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3310888.250000 Penalty: 5090.298828
	Iteration 7Q: 3 clusters Score -3310888 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3311347.000000 Penalty: 5090.298828
	Iteration 8Q: 3 clusters Score -3311347 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3311733.250000 Penalty: 5090.298828
	Iteration 9Q: 3 clusters Score -3311733 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3312098.000000 Penalty: 5090.298828
	Iteration 10Q: 3 clusters Score -3312098 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -3312342.000000 Penalty: 5090.298828
	Iteration 11Q: 3 clusters Score -3312342 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3312534.000000 Penalty: 5090.298828
	Iteration 12Q: 3 clusters Score -3312534 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3312688.250000 Penalty: 5090.298828
	Iteration 13Q: 3 clusters Score -3312688 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3312817.750000 Penalty: 5090.298828
	Iteration 14Q: 3 clusters Score -3312818 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3312937.000000 Penalty: 5090.298828
	Iteration 15Q: 3 clusters Score -3312937 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3313089.000000 Penalty: 5090.298828
	Iteration 16Q: 3 clusters Score -3313089 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3313201.750000 Penalty: 5090.298828
	Iteration 17Q: 3 clusters Score -3313202 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3313337.250000 Penalty: 5090.298828
	Iteration 18Q: 3 clusters Score -3313337 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3313499.000000 Penalty: 5090.298828
	Iteration 19Q: 3 clusters Score -3313499 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -3313717.750000 Penalty: 5090.298828
	Iteration 20F: 3 clusters Score -3313718 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3313995.250000 Penalty: 5090.298828
	Iteration 21Q: 3 clusters Score -3313995 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3314301.000000 Penalty: 5090.298828
	Iteration 22Q: 3 clusters Score -3314301 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3314703.500000 Penalty: 5090.298828
	Iteration 23Q: 3 clusters Score -3314704 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -3315134.500000 Penalty: 5090.298828
	Iteration 24Q: 3 clusters Score -3315134 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3315638.500000 Penalty: 5090.298828
	Iteration 25Q: 3 clusters Score -3315638 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -3316142.000000 Penalty: 5090.298828
	Iteration 26Q: 3 clusters Score -3316142 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -3316680.750000 Penalty: 5090.298828
	Iteration 27Q: 3 clusters Score -3316681 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3317196.750000 Penalty: 5090.298828
	Iteration 28Q: 3 clusters Score -3317197 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3317601.500000 Penalty: 5090.298828
	Iteration 29Q: 3 clusters Score -3317602 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3317962.250000 Penalty: 5090.298828
	Iteration 30Q: 3 clusters Score -3317962 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3318247.750000 Penalty: 5090.298828
	Iteration 31Q: 3 clusters Score -3318248 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3318417.750000 Penalty: 5090.298828
	Iteration 32Q: 3 clusters Score -3318418 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3318514.250000 Penalty: 5090.298828
	Iteration 33Q: 3 clusters Score -3318514 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3318594.250000 Penalty: 5090.298828
	Iteration 34Q: 3 clusters Score -3318594 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3318654.250000 Penalty: 5090.298828
	Iteration 35Q: 3 clusters Score -3318654 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3318706.500000 Penalty: 5090.298828
	Iteration 36Q: 3 clusters Score -3318706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3318743.500000 Penalty: 5090.298828
	Iteration 37Q: 3 clusters Score -3318744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3318768.500000 Penalty: 5090.298828
	Iteration 38Q: 3 clusters Score -3318768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3318790.250000 Penalty: 5090.298828
	Iteration 39Q: 3 clusters Score -3318790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3318812.000000 Penalty: 5090.298828
	Iteration 40F: 3 clusters Score -3318812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3318830.000000 Penalty: 5090.298828
	Iteration 41Q: 3 clusters Score -3318830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3318842.750000 Penalty: 5090.298828
	Iteration 42Q: 3 clusters Score -3318843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3318845.000000 Penalty: 5090.298828
	Iteration 43Q: 3 clusters Score -3318845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3318843.250000 Penalty: 5090.298828
	Iteration 44Q: 3 clusters Score -3318843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3318846.500000 Penalty: 5090.298828
	Iteration 45Q: 3 clusters Score -3318846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3318848.250000 Penalty: 5090.298828
	Iteration 46Q: 3 clusters Score -3318848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3318848.250000 Penalty: 5090.298828
	Iteration 47Q: 3 clusters Score -3318848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3318847.250000 Penalty: 5090.298828
	Iteration 48Q: 3 clusters Score -3318847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3318849.250000 Penalty: 5090.298828
	Iteration 49Q: 3 clusters Score -3318849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3318850.000000 Penalty: 5090.298828
	Iteration 50Q: 3 clusters Score -3318850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3318849.500000 Penalty: 5090.298828
	Iteration 51Q: 3 clusters Score -3318850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3318849.500000 Penalty: 5090.298828
	Iteration 52F: 3 clusters Score -3318850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Entering Unmasked Estep 
Score: -2404861.000000 Penalty: 2461.970703
	Iteration 0F: 2 clusters Score -2404861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2390534.250000 Penalty: 4923.941406
	Iteration 0F: 3 clusters Score -2390534 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2395593.250000 Penalty: 4923.941406
	Iteration 1F: 3 clusters Score -2395593 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2396497.250000 Penalty: 4923.941406
	Iteration 2F: 3 clusters Score -2396497 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2397505.250000 Penalty: 4923.941406
	Iteration 3F: 3 clusters Score -2397505 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2398689.750000 Penalty: 4923.941406
	Iteration 4F: 3 clusters Score -2398690 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2400022.500000 Penalty: 4923.941406
	Iteration 5F: 3 clusters Score -2400022 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2401240.000000 Penalty: 4923.941406
	Iteration 6F: 3 clusters Score -2401240 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2402060.000000 Penalty: 4923.941406
	Iteration 7Q: 3 clusters Score -2402060 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2402450.000000 Penalty: 4923.941406
	Iteration 8Q: 3 clusters Score -2402450 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2402648.750000 Penalty: 4923.941406
	Iteration 9Q: 3 clusters Score -2402649 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2402737.500000 Penalty: 4923.941406
	Iteration 10Q: 3 clusters Score -2402738 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2402809.250000 Penalty: 4923.941406
	Iteration 11Q: 3 clusters Score -2402809 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2402854.750000 Penalty: 4923.941406
	Iteration 12Q: 3 clusters Score -2402855 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2402894.000000 Penalty: 4923.941406
	Iteration 13Q: 3 clusters Score -2402894 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2402930.250000 Penalty: 4923.941406
	Iteration 14Q: 3 clusters Score -2402930 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2402961.250000 Penalty: 4923.941406
	Iteration 15Q: 3 clusters Score -2402961 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2402988.250000 Penalty: 4923.941406
	Iteration 16Q: 3 clusters Score -2402988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2403006.750000 Penalty: 4923.941406
	Iteration 17Q: 3 clusters Score -2403007 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2403021.000000 Penalty: 4923.941406
	Iteration 18Q: 3 clusters Score -2403021 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2403043.750000 Penalty: 4923.941406
	Iteration 19Q: 3 clusters Score -2403044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2403060.250000 Penalty: 4923.941406
	Iteration 20F: 3 clusters Score -2403060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2403071.500000 Penalty: 4923.941406
	Iteration 21Q: 3 clusters Score -2403072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2403077.250000 Penalty: 4923.941406
	Iteration 22Q: 3 clusters Score -2403077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2403090.500000 Penalty: 4923.941406
	Iteration 23Q: 3 clusters Score -2403090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2403111.000000 Penalty: 4923.941406
	Iteration 24Q: 3 clusters Score -2403111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2403121.250000 Penalty: 4923.941406
	Iteration 25Q: 3 clusters Score -2403121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2403128.000000 Penalty: 4923.941406
	Iteration 26Q: 3 clusters Score -2403128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2403139.750000 Penalty: 4923.941406
	Iteration 27Q: 3 clusters Score -2403140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2403143.250000 Penalty: 4923.941406
	Iteration 28Q: 3 clusters Score -2403143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2403153.000000 Penalty: 4923.941406
	Iteration 29Q: 3 clusters Score -2403153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2403162.250000 Penalty: 4923.941406
	Iteration 30Q: 3 clusters Score -2403162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2403164.500000 Penalty: 4923.941406
	Iteration 31Q: 3 clusters Score -2403164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2403169.000000 Penalty: 4923.941406
	Iteration 32Q: 3 clusters Score -2403169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2403179.000000 Penalty: 4923.941406
	Iteration 33Q: 3 clusters Score -2403179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2403181.500000 Penalty: 4923.941406
	Iteration 34Q: 3 clusters Score -2403182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2403184.500000 Penalty: 4923.941406
	Iteration 35Q: 3 clusters Score -2403184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2403190.250000 Penalty: 4923.941406
	Iteration 36Q: 3 clusters Score -2403190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2403193.000000 Penalty: 4923.941406
	Iteration 37Q: 3 clusters Score -2403193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2403190.750000 Penalty: 4923.941406
	Iteration 38Q: 3 clusters Score -2403191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2403192.750000 Penalty: 4923.941406
	Iteration 39Q: 3 clusters Score -2403193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2403198.250000 Penalty: 4923.941406
	Iteration 40F: 3 clusters Score -2403198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2403203.750000 Penalty: 4923.941406
	Iteration 41Q: 3 clusters Score -2403204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2403202.500000 Penalty: 4923.941406
	Iteration 42Q: 3 clusters Score -2403202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2403210.250000 Penalty: 4923.941406
	Iteration 43Q: 3 clusters Score -2403210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2403212.250000 Penalty: 4923.941406
	Iteration 44Q: 3 clusters Score -2403212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2403218.250000 Penalty: 4923.941406
	Iteration 45Q: 3 clusters Score -2403218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2403222.250000 Penalty: 4923.941406
	Iteration 46Q: 3 clusters Score -2403222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2403216.750000 Penalty: 4923.941406
	Iteration 47Q: 3 clusters Score -2403217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2403219.750000 Penalty: 4923.941406
	Iteration 48Q: 3 clusters Score -2403220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2403227.500000 Penalty: 4923.941406
	Iteration 49Q: 3 clusters Score -2403228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2403231.250000 Penalty: 4923.941406
	Iteration 50Q: 3 clusters Score -2403231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2403235.500000 Penalty: 4923.941406
	Iteration 51Q: 3 clusters Score -2403236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2403239.000000 Penalty: 4923.941406
	Iteration 52Q: 3 clusters Score -2403239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2403240.000000 Penalty: 4923.941406
	Iteration 53Q: 3 clusters Score -2403240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2403240.500000 Penalty: 4923.941406
	Iteration 54Q: 3 clusters Score -2403240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2403239.750000 Penalty: 4923.941406
	Iteration 55Q: 3 clusters Score -2403240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2403239.500000 Penalty: 4923.941406
	Iteration 56Q: 3 clusters Score -2403240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2403243.750000 Penalty: 4923.941406
	Iteration 57Q: 3 clusters Score -2403244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2403243.500000 Penalty: 4923.941406
	Iteration 58Q: 3 clusters Score -2403244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2403243.500000 Penalty: 4923.941406
	Iteration 59F: 3 clusters Score -2403244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Entering Unmasked Estep 
Score: -2201867.000000 Penalty: 2440.653809
	Iteration 0F: 2 clusters Score -2201867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2188572.500000 Penalty: 4881.307617
	Iteration 0F: 3 clusters Score -2188572 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2192879.500000 Penalty: 4881.307617
	Iteration 1F: 3 clusters Score -2192880 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2193409.000000 Penalty: 4881.307617
	Iteration 2F: 3 clusters Score -2193409 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2194040.000000 Penalty: 4881.307617
	Iteration 3F: 3 clusters Score -2194040 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2194969.500000 Penalty: 4881.307617
	Iteration 4F: 3 clusters Score -2194970 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2196216.000000 Penalty: 4881.307617
	Iteration 5F: 3 clusters Score -2196216 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2197546.250000 Penalty: 4881.307617
	Iteration 6F: 3 clusters Score -2197546 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2198648.500000 Penalty: 4881.307617
	Iteration 7F: 3 clusters Score -2198648 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2199377.250000 Penalty: 4881.307617
	Iteration 8Q: 3 clusters Score -2199377 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2199797.500000 Penalty: 4881.307617
	Iteration 9Q: 3 clusters Score -2199798 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2200070.250000 Penalty: 4881.307617
	Iteration 10Q: 3 clusters Score -2200070 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2200227.250000 Penalty: 4881.307617
	Iteration 11Q: 3 clusters Score -2200227 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2200297.000000 Penalty: 4881.307617
	Iteration 12Q: 3 clusters Score -2200297 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2200323.750000 Penalty: 4881.307617
	Iteration 13Q: 3 clusters Score -2200324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2200332.750000 Penalty: 4881.307617
	Iteration 14Q: 3 clusters Score -2200333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2200337.000000 Penalty: 4881.307617
	Iteration 15Q: 3 clusters Score -2200337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2200345.000000 Penalty: 4881.307617
	Iteration 16Q: 3 clusters Score -2200345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2200349.000000 Penalty: 4881.307617
	Iteration 17Q: 3 clusters Score -2200349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2200346.750000 Penalty: 4881.307617
	Iteration 18Q: 3 clusters Score -2200347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2200354.750000 Penalty: 4881.307617
	Iteration 19Q: 3 clusters Score -2200355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2200355.250000 Penalty: 4881.307617
	Iteration 20F: 3 clusters Score -2200355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2200358.000000 Penalty: 4881.307617
	Iteration 21Q: 3 clusters Score -2200358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2200357.000000 Penalty: 4881.307617
	Iteration 22Q: 3 clusters Score -2200357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2200355.750000 Penalty: 4881.307617
	Iteration 23Q: 3 clusters Score -2200356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2200356.750000 Penalty: 4881.307617
	Iteration 24Q: 3 clusters Score -2200357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2200359.000000 Penalty: 4881.307617
	Iteration 25Q: 3 clusters Score -2200359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2200357.000000 Penalty: 4881.307617
	Iteration 26Q: 3 clusters Score -2200357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2200361.750000 Penalty: 4881.307617
	Iteration 27Q: 3 clusters Score -2200362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2200359.250000 Penalty: 4881.307617
	Iteration 28Q: 3 clusters Score -2200359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2200359.250000 Penalty: 4881.307617
	Iteration 29F: 3 clusters Score -2200359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -172645.062500 Penalty: 1826.564697
	Iteration 0F: 2 clusters Score -172645.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -170277.859375 Penalty: 3653.129395
	Iteration 0F: 3 clusters Score -170277.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -170622.937500 Penalty: 3653.129395
	Iteration 1F: 3 clusters Score -170622.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -170729.625000 Penalty: 3653.129395
	Iteration 2F: 3 clusters Score -170729.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -170802.500000 Penalty: 3653.129395
	Iteration 3Q: 3 clusters Score -170802.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -170863.265625 Penalty: 3653.129395
	Iteration 4Q: 3 clusters Score -170863.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -170919.859375 Penalty: 3653.129395
	Iteration 5Q: 3 clusters Score -170919.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -170984.203125 Penalty: 3653.129395
	Iteration 6Q: 3 clusters Score -170984.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -171042.718750 Penalty: 3653.129395
	Iteration 7Q: 3 clusters Score -171042.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -171100.312500 Penalty: 3653.129395
	Iteration 8Q: 3 clusters Score -171100.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -171162.406250 Penalty: 3653.129395
	Iteration 9Q: 3 clusters Score -171162.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -171232.859375 Penalty: 3653.129395
	Iteration 10Q: 3 clusters Score -171232.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -171341.093750 Penalty: 3653.129395
	Iteration 11Q: 3 clusters Score -171341.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -171484.953125 Penalty: 3653.129395
	Iteration 12Q: 3 clusters Score -171485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -171603.703125 Penalty: 3653.129395
	Iteration 13Q: 3 clusters Score -171603.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -171662.734375 Penalty: 3653.129395
	Iteration 14Q: 3 clusters Score -171662.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -171698.109375 Penalty: 3653.129395
	Iteration 15Q: 3 clusters Score -171698.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -171730.687500 Penalty: 3653.129395
	Iteration 16Q: 3 clusters Score -171730.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -171758.718750 Penalty: 3653.129395
	Iteration 17Q: 3 clusters Score -171758.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -171784.468750 Penalty: 3653.129395
	Iteration 18Q: 3 clusters Score -171784.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -171796.078125 Penalty: 3653.129395
	Iteration 19Q: 3 clusters Score -171796.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -171812.000000 Penalty: 3653.129395
	Iteration 20F: 3 clusters Score -171812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -171844.031250 Penalty: 3653.129395
	Iteration 21Q: 3 clusters Score -171844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -171871.968750 Penalty: 3653.129395
	Iteration 22Q: 3 clusters Score -171872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -171896.000000 Penalty: 3653.129395
	Iteration 23Q: 3 clusters Score -171896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -171912.171875 Penalty: 3653.129395
	Iteration 24Q: 3 clusters Score -171912.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -171921.453125 Penalty: 3653.129395
	Iteration 25Q: 3 clusters Score -171921.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -171930.890625 Penalty: 3653.129395
	Iteration 26Q: 3 clusters Score -171930.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -171934.187500 Penalty: 3653.129395
	Iteration 27Q: 3 clusters Score -171934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -171936.609375 Penalty: 3653.129395
	Iteration 28Q: 3 clusters Score -171936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -171939.156250 Penalty: 3653.129395
	Iteration 29Q: 3 clusters Score -171939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -171941.406250 Penalty: 3653.129395
	Iteration 30Q: 3 clusters Score -171941.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -171941.406250 Penalty: 3653.129395
	Iteration 31F: 3 clusters Score -171941.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Entering Unmasked Estep 
Score: -972597.312500 Penalty: 2234.373291
	Iteration 0F: 2 clusters Score -972597.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -966003.562500 Penalty: 4468.746582
	Iteration 0F: 3 clusters Score -966003.6 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -967773.562500 Penalty: 4468.746582
	Iteration 1F: 3 clusters Score -967773.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -968009.500000 Penalty: 4468.746582
	Iteration 2F: 3 clusters Score -968009.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -968193.687500 Penalty: 4468.746582
	Iteration 3Q: 3 clusters Score -968193.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -968328.187500 Penalty: 4468.746582
	Iteration 4Q: 3 clusters Score -968328.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -968432.250000 Penalty: 4468.746582
	Iteration 5Q: 3 clusters Score -968432.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -968523.187500 Penalty: 4468.746582
	Iteration 6Q: 3 clusters Score -968523.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -968622.562500 Penalty: 4468.746582
	Iteration 7Q: 3 clusters Score -968622.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -968727.062500 Penalty: 4468.746582
	Iteration 8Q: 3 clusters Score -968727.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -968819.312500 Penalty: 4468.746582
	Iteration 9Q: 3 clusters Score -968819.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -968926.375000 Penalty: 4468.746582
	Iteration 10Q: 3 clusters Score -968926.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -969045.562500 Penalty: 4468.746582
	Iteration 11Q: 3 clusters Score -969045.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -969200.687500 Penalty: 4468.746582
	Iteration 12Q: 3 clusters Score -969200.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -969388.187500 Penalty: 4468.746582
	Iteration 13Q: 3 clusters Score -969388.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -969577.937500 Penalty: 4468.746582
	Iteration 14Q: 3 clusters Score -969577.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -969756.437500 Penalty: 4468.746582
	Iteration 15Q: 3 clusters Score -969756.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -969932.375000 Penalty: 4468.746582
	Iteration 16Q: 3 clusters Score -969932.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -970099.312500 Penalty: 4468.746582
	Iteration 17Q: 3 clusters Score -970099.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -970241.000000 Penalty: 4468.746582
	Iteration 18Q: 3 clusters Score -970241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -970335.687500 Penalty: 4468.746582
	Iteration 19Q: 3 clusters Score -970335.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -970397.187500 Penalty: 4468.746582
	Iteration 20F: 3 clusters Score -970397.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -970446.750000 Penalty: 4468.746582
	Iteration 21Q: 3 clusters Score -970446.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -970480.250000 Penalty: 4468.746582
	Iteration 22Q: 3 clusters Score -970480.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -970503.437500 Penalty: 4468.746582
	Iteration 23Q: 3 clusters Score -970503.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -970517.000000 Penalty: 4468.746582
	Iteration 24Q: 3 clusters Score -970517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -970539.437500 Penalty: 4468.746582
	Iteration 25Q: 3 clusters Score -970539.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -970556.250000 Penalty: 4468.746582
	Iteration 26Q: 3 clusters Score -970556.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -970571.562500 Penalty: 4468.746582
	Iteration 27Q: 3 clusters Score -970571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -970577.375000 Penalty: 4468.746582
	Iteration 28Q: 3 clusters Score -970577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -970580.250000 Penalty: 4468.746582
	Iteration 29Q: 3 clusters Score -970580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -970582.562500 Penalty: 4468.746582
	Iteration 30Q: 3 clusters Score -970582.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -970589.812500 Penalty: 4468.746582
	Iteration 31Q: 3 clusters Score -970589.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -970597.000000 Penalty: 4468.746582
	Iteration 32Q: 3 clusters Score -970597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -970599.625000 Penalty: 4468.746582
	Iteration 33Q: 3 clusters Score -970599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -970599.625000 Penalty: 4468.746582
	Iteration 34F: 3 clusters Score -970599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -136016.656250 Penalty: 1776.466675
	Iteration 0F: 2 clusters Score -136016.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -133908.390625 Penalty: 3552.933350
	Iteration 0F: 3 clusters Score -133908.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134246.265625 Penalty: 3552.933350
	Iteration 1F: 3 clusters Score -134246.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -134345.125000 Penalty: 3552.933350
	Iteration 2F: 3 clusters Score -134345.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -134404.234375 Penalty: 3552.933350
	Iteration 3Q: 3 clusters Score -134404.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -134451.531250 Penalty: 3552.933350
	Iteration 4Q: 3 clusters Score -134451.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -134477.078125 Penalty: 3552.933350
	Iteration 5Q: 3 clusters Score -134477.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -134497.609375 Penalty: 3552.933350
	Iteration 6Q: 3 clusters Score -134497.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -134524.812500 Penalty: 3552.933350
	Iteration 7Q: 3 clusters Score -134524.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134557.093750 Penalty: 3552.933350
	Iteration 8Q: 3 clusters Score -134557.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -134591.265625 Penalty: 3552.933350
	Iteration 9Q: 3 clusters Score -134591.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -134606.953125 Penalty: 3552.933350
	Iteration 10Q: 3 clusters Score -134607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -134625.562500 Penalty: 3552.933350
	Iteration 11Q: 3 clusters Score -134625.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134637.484375 Penalty: 3552.933350
	Iteration 12Q: 3 clusters Score -134637.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -134643.484375 Penalty: 3552.933350
	Iteration 13Q: 3 clusters Score -134643.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -134647.703125 Penalty: 3552.933350
	Iteration 14Q: 3 clusters Score -134647.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -134652.500000 Penalty: 3552.933350
	Iteration 15Q: 3 clusters Score -134652.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -134660.093750 Penalty: 3552.933350
	Iteration 16Q: 3 clusters Score -134660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -134663.671875 Penalty: 3552.933350
	Iteration 17Q: 3 clusters Score -134663.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -134665.390625 Penalty: 3552.933350
	Iteration 18Q: 3 clusters Score -134665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -134666.796875 Penalty: 3552.933350
	Iteration 19Q: 3 clusters Score -134666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -134667.687500 Penalty: 3552.933350
	Iteration 20F: 3 clusters Score -134667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -134672.312500 Penalty: 3552.933350
	Iteration 21Q: 3 clusters Score -134672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -134677.828125 Penalty: 3552.933350
	Iteration 22Q: 3 clusters Score -134677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -134682.281250 Penalty: 3552.933350
	Iteration 23Q: 3 clusters Score -134682.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -134684.828125 Penalty: 3552.933350
	Iteration 24Q: 3 clusters Score -134684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -134690.031250 Penalty: 3552.933350
	Iteration 25Q: 3 clusters Score -134690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -134692.953125 Penalty: 3552.933350
	Iteration 26Q: 3 clusters Score -134693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -134692.953125 Penalty: 3552.933350
	Iteration 27F: 3 clusters Score -134693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Entering Unmasked Estep 
Score: -1482247.625000 Penalty: 2339.761963
	Iteration 0F: 2 clusters Score -1482248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1472985.000000 Penalty: 4679.523926
	Iteration 0F: 3 clusters Score -1472985 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1475770.125000 Penalty: 4679.523926
	Iteration 1F: 3 clusters Score -1475770 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1476292.625000 Penalty: 4679.523926
	Iteration 2F: 3 clusters Score -1476293 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1476826.750000 Penalty: 4679.523926
	Iteration 3F: 3 clusters Score -1476827 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1477367.000000 Penalty: 4679.523926
	Iteration 4F: 3 clusters Score -1477367 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1477905.625000 Penalty: 4679.523926
	Iteration 5F: 3 clusters Score -1477906 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1478440.375000 Penalty: 4679.523926
	Iteration 6F: 3 clusters Score -1478440 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1478896.750000 Penalty: 4679.523926
	Iteration 7Q: 3 clusters Score -1478897 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1479274.625000 Penalty: 4679.523926
	Iteration 8Q: 3 clusters Score -1479275 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1479545.375000 Penalty: 4679.523926
	Iteration 9Q: 3 clusters Score -1479545 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1479730.750000 Penalty: 4679.523926
	Iteration 10Q: 3 clusters Score -1479731 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1479857.750000 Penalty: 4679.523926
	Iteration 11Q: 3 clusters Score -1479858 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1479966.875000 Penalty: 4679.523926
	Iteration 12Q: 3 clusters Score -1479967 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1480048.000000 Penalty: 4679.523926
	Iteration 13Q: 3 clusters Score -1480048 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1480111.625000 Penalty: 4679.523926
	Iteration 14Q: 3 clusters Score -1480112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1480170.750000 Penalty: 4679.523926
	Iteration 15Q: 3 clusters Score -1480171 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1480205.125000 Penalty: 4679.523926
	Iteration 16Q: 3 clusters Score -1480205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1480225.625000 Penalty: 4679.523926
	Iteration 17Q: 3 clusters Score -1480226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1480239.250000 Penalty: 4679.523926
	Iteration 18Q: 3 clusters Score -1480239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1480244.375000 Penalty: 4679.523926
	Iteration 19Q: 3 clusters Score -1480244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1480253.125000 Penalty: 4679.523926
	Iteration 20F: 3 clusters Score -1480253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1480259.625000 Penalty: 4679.523926
	Iteration 21Q: 3 clusters Score -1480260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1480265.625000 Penalty: 4679.523926
	Iteration 22Q: 3 clusters Score -1480266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1480272.250000 Penalty: 4679.523926
	Iteration 23Q: 3 clusters Score -1480272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1480280.625000 Penalty: 4679.523926
	Iteration 24Q: 3 clusters Score -1480281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1480286.750000 Penalty: 4679.523926
	Iteration 25Q: 3 clusters Score -1480287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1480288.375000 Penalty: 4679.523926
	Iteration 26Q: 3 clusters Score -1480288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1480293.375000 Penalty: 4679.523926
	Iteration 27Q: 3 clusters Score -1480293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1480292.000000 Penalty: 4679.523926
	Iteration 28Q: 3 clusters Score -1480292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1480295.250000 Penalty: 4679.523926
	Iteration 29Q: 3 clusters Score -1480295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1480298.000000 Penalty: 4679.523926
	Iteration 30Q: 3 clusters Score -1480298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1480299.375000 Penalty: 4679.523926
	Iteration 31Q: 3 clusters Score -1480299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1480302.625000 Penalty: 4679.523926
	Iteration 32Q: 3 clusters Score -1480303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1480306.125000 Penalty: 4679.523926
	Iteration 33Q: 3 clusters Score -1480306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1480306.500000 Penalty: 4679.523926
	Iteration 34Q: 3 clusters Score -1480306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1480307.375000 Penalty: 4679.523926
	Iteration 35Q: 3 clusters Score -1480307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1480308.375000 Penalty: 4679.523926
	Iteration 36Q: 3 clusters Score -1480308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1480309.500000 Penalty: 4679.523926
	Iteration 37Q: 3 clusters Score -1480310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1480309.000000 Penalty: 4679.523926
	Iteration 38Q: 3 clusters Score -1480309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1480310.375000 Penalty: 4679.523926
	Iteration 39Q: 3 clusters Score -1480310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1480314.000000 Penalty: 4679.523926
	Iteration 40F: 3 clusters Score -1480314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1480317.750000 Penalty: 4679.523926
	Iteration 41Q: 3 clusters Score -1480318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1480318.500000 Penalty: 4679.523926
	Iteration 42Q: 3 clusters Score -1480318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1480317.750000 Penalty: 4679.523926
	Iteration 43Q: 3 clusters Score -1480318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1480319.000000 Penalty: 4679.523926
	Iteration 44Q: 3 clusters Score -1480319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1480319.000000 Penalty: 4679.523926
	Iteration 45F: 3 clusters Score -1480319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (186163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186163 members 
Entering Unmasked Estep 
Score: -21603068.000000 Penalty: 3009.325684
	Iteration 0F: 2 clusters Score -2.160307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -21482292.000000 Penalty: 6018.651367
	Iteration 0F: 3 clusters Score -2.148229e+07 nChanged 89672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87715 members 
Mstep: Class 2 contains 98448 members 
Entering Unmasked Estep 
Score: -21535066.000000 Penalty: 6018.651367
	Iteration 1F: 3 clusters Score -2.153507e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 101608 members 
Entering Unmasked Estep 
Score: -21537198.000000 Penalty: 6018.651367
	Iteration 2Q: 3 clusters Score -2.15372e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 106149 members 
Entering Unmasked Estep 
Score: -21540368.000000 Penalty: 6018.651367
	Iteration 3Q: 3 clusters Score -2.154037e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 112433 members 
Entering Unmasked Estep 
Score: -21545476.000000 Penalty: 6018.651367
	Iteration 4Q: 3 clusters Score -2.154548e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 120689 members 
Entering Unmasked Estep 
Score: -21552612.000000 Penalty: 6018.651367
	Iteration 5F: 3 clusters Score -2.155261e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 130474 members 
Entering Unmasked Estep 
Score: -21561642.000000 Penalty: 6018.651367
	Iteration 6F: 3 clusters Score -2.156164e+07 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 140580 members 
Entering Unmasked Estep 
Score: -21571084.000000 Penalty: 6018.651367
	Iteration 7F: 3 clusters Score -2.157108e+07 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 149645 members 
Entering Unmasked Estep 
Score: -21579278.000000 Penalty: 6018.651367
	Iteration 8F: 3 clusters Score -2.157928e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 156664 members 
Entering Unmasked Estep 
Score: -21585070.000000 Penalty: 6018.651367
	Iteration 9Q: 3 clusters Score -2.158507e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 161585 members 
Entering Unmasked Estep 
Score: -21588722.000000 Penalty: 6018.651367
	Iteration 10Q: 3 clusters Score -2.158872e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 165050 members 
Entering Unmasked Estep 
Score: -21591228.000000 Penalty: 6018.651367
	Iteration 11Q: 3 clusters Score -2.159123e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 167841 members 
Entering Unmasked Estep 
Score: -21593038.000000 Penalty: 6018.651367
	Iteration 12Q: 3 clusters Score -2.159304e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 170304 members 
Entering Unmasked Estep 
Score: -21594290.000000 Penalty: 6018.651367
	Iteration 13Q: 3 clusters Score -2.159429e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 172486 members 
Entering Unmasked Estep 
Score: -21595408.000000 Penalty: 6018.651367
	Iteration 14Q: 3 clusters Score -2.159541e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 174390 members 
Entering Unmasked Estep 
Score: -21596258.000000 Penalty: 6018.651367
	Iteration 15Q: 3 clusters Score -2.159626e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 175969 members 
Entering Unmasked Estep 
Score: -21596918.000000 Penalty: 6018.651367
	Iteration 16Q: 3 clusters Score -2.159692e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 177330 members 
Entering Unmasked Estep 
Score: -21597488.000000 Penalty: 6018.651367
	Iteration 17Q: 3 clusters Score -2.159749e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 178507 members 
Entering Unmasked Estep 
Score: -21598062.000000 Penalty: 6018.651367
	Iteration 18Q: 3 clusters Score -2.159806e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 179578 members 
Entering Unmasked Estep 
Score: -21598442.000000 Penalty: 6018.651367
	Iteration 19Q: 3 clusters Score -2.159844e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 180507 members 
Entering Unmasked Estep 
Score: -21598848.000000 Penalty: 6018.651367
	Iteration 20F: 3 clusters Score -2.159885e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 181243 members 
Entering Unmasked Estep 
Score: -21599062.000000 Penalty: 6018.651367
	Iteration 21Q: 3 clusters Score -2.159906e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 181869 members 
Entering Unmasked Estep 
Score: -21599268.000000 Penalty: 6018.651367
	Iteration 22Q: 3 clusters Score -2.159927e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 182385 members 
Entering Unmasked Estep 
Score: -21599476.000000 Penalty: 6018.651367
	Iteration 23Q: 3 clusters Score -2.159948e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 182776 members 
Entering Unmasked Estep 
Score: -21599590.000000 Penalty: 6018.651367
	Iteration 24Q: 3 clusters Score -2.159959e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 183116 members 
Entering Unmasked Estep 
Score: -21599738.000000 Penalty: 6018.651367
	Iteration 25Q: 3 clusters Score -2.159974e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 183414 members 
Entering Unmasked Estep 
Score: -21599880.000000 Penalty: 6018.651367
	Iteration 26Q: 3 clusters Score -2.159988e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 183680 members 
Entering Unmasked Estep 
Score: -21600026.000000 Penalty: 6018.651367
	Iteration 27Q: 3 clusters Score -2.160003e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 183886 members 
Entering Unmasked Estep 
Score: -21600100.000000 Penalty: 6018.651367
	Iteration 28Q: 3 clusters Score -2.16001e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 184075 members 
Entering Unmasked Estep 
Score: -21600160.000000 Penalty: 6018.651367
	Iteration 29Q: 3 clusters Score -2.160016e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 184211 members 
Entering Unmasked Estep 
Score: -21600220.000000 Penalty: 6018.651367
	Iteration 30Q: 3 clusters Score -2.160022e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 184315 members 
Entering Unmasked Estep 
Score: -21600206.000000 Penalty: 6018.651367
	Iteration 31Q: 3 clusters Score -2.160021e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 184390 members 
Entering Unmasked Estep 
Score: -21600254.000000 Penalty: 6018.651367
	Iteration 32Q: 3 clusters Score -2.160025e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 184451 members 
Entering Unmasked Estep 
Score: -21600262.000000 Penalty: 6018.651367
	Iteration 33Q: 3 clusters Score -2.160026e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 184511 members 
Entering Unmasked Estep 
Score: -21600278.000000 Penalty: 6018.651367
	Iteration 34Q: 3 clusters Score -2.160028e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 184570 members 
Entering Unmasked Estep 
Score: -21600308.000000 Penalty: 6018.651367
	Iteration 35Q: 3 clusters Score -2.160031e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 184623 members 
Entering Unmasked Estep 
Score: -21600322.000000 Penalty: 6018.651367
	Iteration 36Q: 3 clusters Score -2.160032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 184659 members 
Entering Unmasked Estep 
Score: -21600340.000000 Penalty: 6018.651367
	Iteration 37Q: 3 clusters Score -2.160034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 184685 members 
Entering Unmasked Estep 
Score: -21600356.000000 Penalty: 6018.651367
	Iteration 38Q: 3 clusters Score -2.160036e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 184707 members 
Entering Unmasked Estep 
Score: -21600350.000000 Penalty: 6018.651367
	Iteration 39Q: 3 clusters Score -2.160035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 184736 members 
Entering Unmasked Estep 
Score: -21600366.000000 Penalty: 6018.651367
	Iteration 40F: 3 clusters Score -2.160037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 184759 members 
Entering Unmasked Estep 
Score: -21600378.000000 Penalty: 6018.651367
	Iteration 41Q: 3 clusters Score -2.160038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 184780 members 
Entering Unmasked Estep 
Score: -21600380.000000 Penalty: 6018.651367
	Iteration 42Q: 3 clusters Score -2.160038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 184796 members 
Entering Unmasked Estep 
Score: -21600388.000000 Penalty: 6018.651367
	Iteration 43Q: 3 clusters Score -2.160039e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 184815 members 
Entering Unmasked Estep 
Score: -21600418.000000 Penalty: 6018.651367
	Iteration 44Q: 3 clusters Score -2.160042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 184835 members 
Entering Unmasked Estep 
Score: -21600408.000000 Penalty: 6018.651367
	Iteration 45Q: 3 clusters Score -2.160041e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 184854 members 
Entering Unmasked Estep 
Score: -21600434.000000 Penalty: 6018.651367
	Iteration 46Q: 3 clusters Score -2.160043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 184869 members 
Entering Unmasked Estep 
Score: -21600430.000000 Penalty: 6018.651367
	Iteration 47Q: 3 clusters Score -2.160043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 184888 members 
Entering Unmasked Estep 
Score: -21600446.000000 Penalty: 6018.651367
	Iteration 48Q: 3 clusters Score -2.160045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 184903 members 
Entering Unmasked Estep 
Score: -21600452.000000 Penalty: 6018.651367
	Iteration 49Q: 3 clusters Score -2.160045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 184920 members 
Entering Unmasked Estep 
Score: -21600468.000000 Penalty: 6018.651367
	Iteration 50Q: 3 clusters Score -2.160047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 184927 members 
Entering Unmasked Estep 
Score: -21600474.000000 Penalty: 6018.651367
	Iteration 51Q: 3 clusters Score -2.160047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 184934 members 
Entering Unmasked Estep 
Score: -21600486.000000 Penalty: 6018.651367
	Iteration 52Q: 3 clusters Score -2.160049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 184947 members 
Entering Unmasked Estep 
Score: -21600508.000000 Penalty: 6018.651367
	Iteration 53Q: 3 clusters Score -2.160051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 184957 members 
Entering Unmasked Estep 
Score: -21600498.000000 Penalty: 6018.651367
	Iteration 54Q: 3 clusters Score -2.16005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 184967 members 
Entering Unmasked Estep 
Score: -21600492.000000 Penalty: 6018.651367
	Iteration 55Q: 3 clusters Score -2.160049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 184979 members 
Entering Unmasked Estep 
Score: -21600500.000000 Penalty: 6018.651367
	Iteration 56Q: 3 clusters Score -2.16005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 184990 members 
Entering Unmasked Estep 
Score: -21600490.000000 Penalty: 6018.651367
	Iteration 57Q: 3 clusters Score -2.160049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 185003 members 
Entering Unmasked Estep 
Score: -21600504.000000 Penalty: 6018.651367
	Iteration 58Q: 3 clusters Score -2.16005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 185007 members 
Entering Unmasked Estep 
Score: -21600512.000000 Penalty: 6018.651367
	Iteration 59Q: 3 clusters Score -2.160051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 185015 members 
Entering Unmasked Estep 
Score: -21600502.000000 Penalty: 6018.651367
	Iteration 60F: 3 clusters Score -2.16005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 185028 members 
Entering Unmasked Estep 
Score: -21600522.000000 Penalty: 6018.651367
	Iteration 61Q: 3 clusters Score -2.160052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 185032 members 
Entering Unmasked Estep 
Score: -21600536.000000 Penalty: 6018.651367
	Iteration 62Q: 3 clusters Score -2.160054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 185036 members 
Entering Unmasked Estep 
Score: -21600530.000000 Penalty: 6018.651367
	Iteration 63Q: 3 clusters Score -2.160053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 185039 members 
Entering Unmasked Estep 
Score: -21600518.000000 Penalty: 6018.651367
	Iteration 64Q: 3 clusters Score -2.160052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 185041 members 
Entering Unmasked Estep 
Score: -21600524.000000 Penalty: 6018.651367
	Iteration 65Q: 3 clusters Score -2.160052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 185043 members 
Entering Unmasked Estep 
Score: -21600528.000000 Penalty: 6018.651367
	Iteration 66Q: 3 clusters Score -2.160053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 185045 members 
Entering Unmasked Estep 
Score: -21600554.000000 Penalty: 6018.651367
	Iteration 67Q: 3 clusters Score -2.160055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 185045 members 
Entering Unmasked Estep 
Score: -21600540.000000 Penalty: 6018.651367
	Iteration 68Q: 3 clusters Score -2.160054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 185046 members 
Entering Unmasked Estep 
Score: -21600532.000000 Penalty: 6018.651367
	Iteration 69Q: 3 clusters Score -2.160053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 185048 members 
Entering Unmasked Estep 
Score: -21600534.000000 Penalty: 6018.651367
	Iteration 70Q: 3 clusters Score -2.160053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 185048 members 
Entering Unmasked Estep 
Score: -21600532.000000 Penalty: 6018.651367
	Iteration 71Q: 3 clusters Score -2.160053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 185050 members 
Entering Unmasked Estep 
Score: -21600530.000000 Penalty: 6018.651367
	Iteration 72Q: 3 clusters Score -2.160053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 185050 members 
Entering Unmasked Estep 
Score: -21600534.000000 Penalty: 6018.651367
	Iteration 73Q: 3 clusters Score -2.160053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 185051 members 
Entering Unmasked Estep 
Score: -21600526.000000 Penalty: 6018.651367
	Iteration 74Q: 3 clusters Score -2.160053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 185051 members 
Entering Unmasked Estep 
Score: -21600526.000000 Penalty: 6018.651367
	Iteration 75F: 3 clusters Score -2.160053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (247903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247903 members 
Entering Unmasked Estep 
Score: -28758578.000000 Penalty: 3080.356445
	Iteration 0F: 2 clusters Score -2.875858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123820 members 
Mstep: Class 2 contains 124083 members 
Entering Unmasked Estep 
Score: -28600238.000000 Penalty: 6160.712891
	Iteration 0F: 3 clusters Score -2.860024e+07 nChanged 120070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119390 members 
Mstep: Class 2 contains 128513 members 
Entering Unmasked Estep 
Score: -28670128.000000 Penalty: 6160.712891
	Iteration 1F: 3 clusters Score -2.867013e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116564 members 
Mstep: Class 2 contains 131339 members 
Entering Unmasked Estep 
Score: -28671534.000000 Penalty: 6160.712891
	Iteration 2Q: 3 clusters Score -2.867153e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112211 members 
Mstep: Class 2 contains 135692 members 
Entering Unmasked Estep 
Score: -28673212.000000 Penalty: 6160.712891
	Iteration 3Q: 3 clusters Score -2.867321e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105612 members 
Mstep: Class 2 contains 142291 members 
Entering Unmasked Estep 
Score: -28675922.000000 Penalty: 6160.712891
	Iteration 4Q: 3 clusters Score -2.867592e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 152305 members 
Entering Unmasked Estep 
Score: -28681442.000000 Penalty: 6160.712891
	Iteration 5Q: 3 clusters Score -2.868144e+07 nChanged 15818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 166629 members 
Entering Unmasked Estep 
Score: -28690516.000000 Penalty: 6160.712891
	Iteration 6F: 3 clusters Score -2.869052e+07 nChanged 20027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 185558 members 
Entering Unmasked Estep 
Score: -28705924.000000 Penalty: 6160.712891
	Iteration 7F: 3 clusters Score -2.870592e+07 nChanged 21307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 206413 members 
Entering Unmasked Estep 
Score: -28724068.000000 Penalty: 6160.712891
	Iteration 8F: 3 clusters Score -2.872407e+07 nChanged 17041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 223286 members 
Entering Unmasked Estep 
Score: -28738888.000000 Penalty: 6160.712891
	Iteration 9F: 3 clusters Score -2.873889e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 233295 members 
Entering Unmasked Estep 
Score: -28747830.000000 Penalty: 6160.712891
	Iteration 10Q: 3 clusters Score -2.874783e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 238195 members 
Entering Unmasked Estep 
Score: -28752140.000000 Penalty: 6160.712891
	Iteration 11Q: 3 clusters Score -2.875214e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 240447 members 
Entering Unmasked Estep 
Score: -28753864.000000 Penalty: 6160.712891
	Iteration 12Q: 3 clusters Score -2.875386e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 241835 members 
Entering Unmasked Estep 
Score: -28754736.000000 Penalty: 6160.712891
	Iteration 13Q: 3 clusters Score -2.875474e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 242729 members 
Entering Unmasked Estep 
Score: -28755242.000000 Penalty: 6160.712891
	Iteration 14Q: 3 clusters Score -2.875524e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 243382 members 
Entering Unmasked Estep 
Score: -28755520.000000 Penalty: 6160.712891
	Iteration 15Q: 3 clusters Score -2.875552e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 243884 members 
Entering Unmasked Estep 
Score: -28755768.000000 Penalty: 6160.712891
	Iteration 16Q: 3 clusters Score -2.875577e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 244276 members 
Entering Unmasked Estep 
Score: -28755870.000000 Penalty: 6160.712891
	Iteration 17Q: 3 clusters Score -2.875587e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 244620 members 
Entering Unmasked Estep 
Score: -28755974.000000 Penalty: 6160.712891
	Iteration 18Q: 3 clusters Score -2.875597e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 244868 members 
Entering Unmasked Estep 
Score: -28756036.000000 Penalty: 6160.712891
	Iteration 19Q: 3 clusters Score -2.875604e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 245080 members 
Entering Unmasked Estep 
Score: -28756116.000000 Penalty: 6160.712891
	Iteration 20F: 3 clusters Score -2.875612e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 245282 members 
Entering Unmasked Estep 
Score: -28756058.000000 Penalty: 6160.712891
	Iteration 21Q: 3 clusters Score -2.875606e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 245456 members 
Entering Unmasked Estep 
Score: -28756120.000000 Penalty: 6160.712891
	Iteration 22Q: 3 clusters Score -2.875612e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 245593 members 
Entering Unmasked Estep 
Score: -28756198.000000 Penalty: 6160.712891
	Iteration 23Q: 3 clusters Score -2.87562e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 245697 members 
Entering Unmasked Estep 
Score: -28756242.000000 Penalty: 6160.712891
	Iteration 24Q: 3 clusters Score -2.875624e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 245787 members 
Entering Unmasked Estep 
Score: -28756226.000000 Penalty: 6160.712891
	Iteration 25Q: 3 clusters Score -2.875623e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 245865 members 
Entering Unmasked Estep 
Score: -28756274.000000 Penalty: 6160.712891
	Iteration 26Q: 3 clusters Score -2.875627e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 245946 members 
Entering Unmasked Estep 
Score: -28756260.000000 Penalty: 6160.712891
	Iteration 27Q: 3 clusters Score -2.875626e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 246014 members 
Entering Unmasked Estep 
Score: -28756306.000000 Penalty: 6160.712891
	Iteration 28Q: 3 clusters Score -2.875631e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 246068 members 
Entering Unmasked Estep 
Score: -28756314.000000 Penalty: 6160.712891
	Iteration 29Q: 3 clusters Score -2.875631e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 246125 members 
Entering Unmasked Estep 
Score: -28756330.000000 Penalty: 6160.712891
	Iteration 30Q: 3 clusters Score -2.875633e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 246166 members 
Entering Unmasked Estep 
Score: -28756310.000000 Penalty: 6160.712891
	Iteration 31Q: 3 clusters Score -2.875631e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 246196 members 
Entering Unmasked Estep 
Score: -28756346.000000 Penalty: 6160.712891
	Iteration 32Q: 3 clusters Score -2.875635e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 246219 members 
Entering Unmasked Estep 
Score: -28756338.000000 Penalty: 6160.712891
	Iteration 33Q: 3 clusters Score -2.875634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 246243 members 
Entering Unmasked Estep 
Score: -28756332.000000 Penalty: 6160.712891
	Iteration 34Q: 3 clusters Score -2.875633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 246264 members 
Entering Unmasked Estep 
Score: -28756346.000000 Penalty: 6160.712891
	Iteration 35Q: 3 clusters Score -2.875635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 246279 members 
Entering Unmasked Estep 
Score: -28756332.000000 Penalty: 6160.712891
	Iteration 36Q: 3 clusters Score -2.875633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 246297 members 
Entering Unmasked Estep 
Score: -28756306.000000 Penalty: 6160.712891
	Iteration 37Q: 3 clusters Score -2.875631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 246312 members 
Entering Unmasked Estep 
Score: -28756346.000000 Penalty: 6160.712891
	Iteration 38Q: 3 clusters Score -2.875635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 246327 members 
Entering Unmasked Estep 
Score: -28756330.000000 Penalty: 6160.712891
	Iteration 39Q: 3 clusters Score -2.875633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 246340 members 
Entering Unmasked Estep 
Score: -28756336.000000 Penalty: 6160.712891
	Iteration 40F: 3 clusters Score -2.875634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 246348 members 
Entering Unmasked Estep 
Score: -28756320.000000 Penalty: 6160.712891
	Iteration 41Q: 3 clusters Score -2.875632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 246351 members 
Entering Unmasked Estep 
Score: -28756320.000000 Penalty: 6160.712891
	Iteration 42Q: 3 clusters Score -2.875632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 246355 members 
Entering Unmasked Estep 
Score: -28756338.000000 Penalty: 6160.712891
	Iteration 43Q: 3 clusters Score -2.875634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 246358 members 
Entering Unmasked Estep 
Score: -28756336.000000 Penalty: 6160.712891
	Iteration 44Q: 3 clusters Score -2.875634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 246357 members 
Entering Unmasked Estep 
Score: -28756326.000000 Penalty: 6160.712891
	Iteration 45Q: 3 clusters Score -2.875633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 246357 members 
Entering Unmasked Estep 
Score: -28756326.000000 Penalty: 6160.712891
	Iteration 46F: 3 clusters Score -2.875633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -313891.718750 Penalty: 1949.421631
	Iteration 0F: 2 clusters Score -313891.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -310844.531250 Penalty: 3898.843262
	Iteration 0F: 3 clusters Score -310844.5 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -311361.281250 Penalty: 3898.843262
	Iteration 1F: 3 clusters Score -311361.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -311490.750000 Penalty: 3898.843262
	Iteration 2F: 3 clusters Score -311490.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -311559.625000 Penalty: 3898.843262
	Iteration 3Q: 3 clusters Score -311559.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -311609.593750 Penalty: 3898.843262
	Iteration 4Q: 3 clusters Score -311609.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -311647.812500 Penalty: 3898.843262
	Iteration 5Q: 3 clusters Score -311647.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -311671.875000 Penalty: 3898.843262
	Iteration 6Q: 3 clusters Score -311671.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -311688.062500 Penalty: 3898.843262
	Iteration 7Q: 3 clusters Score -311688.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -311704.281250 Penalty: 3898.843262
	Iteration 8Q: 3 clusters Score -311704.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -311724.250000 Penalty: 3898.843262
	Iteration 9Q: 3 clusters Score -311724.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -311743.093750 Penalty: 3898.843262
	Iteration 10Q: 3 clusters Score -311743.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -311762.593750 Penalty: 3898.843262
	Iteration 11Q: 3 clusters Score -311762.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -311781.343750 Penalty: 3898.843262
	Iteration 12Q: 3 clusters Score -311781.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -311791.562500 Penalty: 3898.843262
	Iteration 13Q: 3 clusters Score -311791.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -311802.250000 Penalty: 3898.843262
	Iteration 14Q: 3 clusters Score -311802.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -311811.218750 Penalty: 3898.843262
	Iteration 15Q: 3 clusters Score -311811.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -311819.843750 Penalty: 3898.843262
	Iteration 16Q: 3 clusters Score -311819.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -311828.750000 Penalty: 3898.843262
	Iteration 17Q: 3 clusters Score -311828.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -311836.500000 Penalty: 3898.843262
	Iteration 18Q: 3 clusters Score -311836.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -311843.031250 Penalty: 3898.843262
	Iteration 19Q: 3 clusters Score -311843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -311846.125000 Penalty: 3898.843262
	Iteration 20F: 3 clusters Score -311846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -311846.718750 Penalty: 3898.843262
	Iteration 21Q: 3 clusters Score -311846.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -311847.437500 Penalty: 3898.843262
	Iteration 22Q: 3 clusters Score -311847.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -311848.375000 Penalty: 3898.843262
	Iteration 23Q: 3 clusters Score -311848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -311849.437500 Penalty: 3898.843262
	Iteration 24Q: 3 clusters Score -311849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -311851.250000 Penalty: 3898.843262
	Iteration 25Q: 3 clusters Score -311851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -311852.531250 Penalty: 3898.843262
	Iteration 26Q: 3 clusters Score -311852.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -311855.437500 Penalty: 3898.843262
	Iteration 27Q: 3 clusters Score -311855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -311857.250000 Penalty: 3898.843262
	Iteration 28Q: 3 clusters Score -311857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -311858.562500 Penalty: 3898.843262
	Iteration 29Q: 3 clusters Score -311858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -311860.187500 Penalty: 3898.843262
	Iteration 30Q: 3 clusters Score -311860.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -311860.562500 Penalty: 3898.843262
	Iteration 31Q: 3 clusters Score -311860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -311860.562500 Penalty: 3898.843262
	Iteration 32F: 3 clusters Score -311860.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -456316.187500 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -456316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -452469.562500 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -452469.6 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -453306.781250 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -453306.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -453490.593750 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -453490.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -453614.937500 Penalty: 4105.596680
	Iteration 3Q: 3 clusters Score -453614.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -453707.031250 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -453707 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -453778.812500 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -453778.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -453831.156250 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -453831.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -453870.718750 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -453870.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -453894.343750 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -453894.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -453915.843750 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -453915.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -453932.937500 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -453932.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -453947.781250 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -453947.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -453964.218750 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -453964.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -453980.562500 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -453980.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -453992.125000 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -453992.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -454000.843750 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -454000.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -454009.437500 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -454009.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -454016.062500 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -454016.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -454021.843750 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -454021.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -454026.375000 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -454026.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -454029.156250 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -454029.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -454033.500000 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -454033.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -454038.406250 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -454038.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -454042.843750 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -454042.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -454048.562500 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -454048.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -454055.687500 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -454055.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -454060.406250 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -454060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -454063.468750 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -454063.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -454067.093750 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -454067.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -454069.343750 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -454069.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -454070.843750 Penalty: 4105.596680
	Iteration 30Q: 3 clusters Score -454070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -454071.937500 Penalty: 4105.596680
	Iteration 31Q: 3 clusters Score -454071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -454072.000000 Penalty: 4105.596680
	Iteration 32Q: 3 clusters Score -454072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -454075.531250 Penalty: 4105.596680
	Iteration 33Q: 3 clusters Score -454075.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -454077.187500 Penalty: 4105.596680
	Iteration 34Q: 3 clusters Score -454077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -454078.968750 Penalty: 4105.596680
	Iteration 35Q: 3 clusters Score -454079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -454081.250000 Penalty: 4105.596680
	Iteration 36Q: 3 clusters Score -454081.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -454084.000000 Penalty: 4105.596680
	Iteration 37Q: 3 clusters Score -454084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -454085.968750 Penalty: 4105.596680
	Iteration 38Q: 3 clusters Score -454086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -454088.062500 Penalty: 4105.596680
	Iteration 39Q: 3 clusters Score -454088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -454090.468750 Penalty: 4105.596680
	Iteration 40F: 3 clusters Score -454090.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -454094.281250 Penalty: 4105.596680
	Iteration 41Q: 3 clusters Score -454094.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -454095.468750 Penalty: 4105.596680
	Iteration 42Q: 3 clusters Score -454095.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -454097.500000 Penalty: 4105.596680
	Iteration 43Q: 3 clusters Score -454097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -454098.500000 Penalty: 4105.596680
	Iteration 44Q: 3 clusters Score -454098.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -454099.000000 Penalty: 4105.596680
	Iteration 45Q: 3 clusters Score -454099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -454101.593750 Penalty: 4105.596680
	Iteration 46Q: 3 clusters Score -454101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -454103.343750 Penalty: 4105.596680
	Iteration 47Q: 3 clusters Score -454103.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -454105.187500 Penalty: 4105.596680
	Iteration 48Q: 3 clusters Score -454105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -454105.812500 Penalty: 4105.596680
	Iteration 49Q: 3 clusters Score -454105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -454107.031250 Penalty: 4105.596680
	Iteration 50Q: 3 clusters Score -454107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -454109.062500 Penalty: 4105.596680
	Iteration 51Q: 3 clusters Score -454109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -454109.531250 Penalty: 4105.596680
	Iteration 52Q: 3 clusters Score -454109.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -454111.437500 Penalty: 4105.596680
	Iteration 53Q: 3 clusters Score -454111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -454112.406250 Penalty: 4105.596680
	Iteration 54Q: 3 clusters Score -454112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -454114.281250 Penalty: 4105.596680
	Iteration 55Q: 3 clusters Score -454114.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -454119.187500 Penalty: 4105.596680
	Iteration 56Q: 3 clusters Score -454119.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -454123.250000 Penalty: 4105.596680
	Iteration 57Q: 3 clusters Score -454123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -454126.218750 Penalty: 4105.596680
	Iteration 58Q: 3 clusters Score -454126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -454127.156250 Penalty: 4105.596680
	Iteration 59Q: 3 clusters Score -454127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -454129.875000 Penalty: 4105.596680
	Iteration 60F: 3 clusters Score -454129.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -454130.375000 Penalty: 4105.596680
	Iteration 61Q: 3 clusters Score -454130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -454132.218750 Penalty: 4105.596680
	Iteration 62Q: 3 clusters Score -454132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -454133.156250 Penalty: 4105.596680
	Iteration 63Q: 3 clusters Score -454133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -454133.937500 Penalty: 4105.596680
	Iteration 64Q: 3 clusters Score -454133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -454135.000000 Penalty: 4105.596680
	Iteration 65Q: 3 clusters Score -454135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -454137.187500 Penalty: 4105.596680
	Iteration 66Q: 3 clusters Score -454137.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -454139.750000 Penalty: 4105.596680
	Iteration 67Q: 3 clusters Score -454139.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -454140.312500 Penalty: 4105.596680
	Iteration 68Q: 3 clusters Score -454140.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -454143.125000 Penalty: 4105.596680
	Iteration 69Q: 3 clusters Score -454143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -454143.968750 Penalty: 4105.596680
	Iteration 70Q: 3 clusters Score -454144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -454145.218750 Penalty: 4105.596680
	Iteration 71Q: 3 clusters Score -454145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -454145.218750 Penalty: 4105.596680
	Iteration 72Q: 3 clusters Score -454145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -454145.843750 Penalty: 4105.596680
	Iteration 73Q: 3 clusters Score -454145.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -454145.843750 Penalty: 4105.596680
	Iteration 74F: 3 clusters Score -454145.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Entering Unmasked Estep 
Score: -4648770.500000 Penalty: 2634.179688
	Iteration 0F: 2 clusters Score -4648770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4620882.500000 Penalty: 5268.359375
	Iteration 0F: 3 clusters Score -4620882 nChanged 18859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4631176.500000 Penalty: 5268.359375
	Iteration 1F: 3 clusters Score -4631176 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -4631825.500000 Penalty: 5268.359375
	Iteration 2Q: 3 clusters Score -4631826 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4632496.000000 Penalty: 5268.359375
	Iteration 3Q: 3 clusters Score -4632496 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -4633337.500000 Penalty: 5268.359375
	Iteration 4Q: 3 clusters Score -4633338 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4634411.500000 Penalty: 5268.359375
	Iteration 5F: 3 clusters Score -4634412 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4635748.500000 Penalty: 5268.359375
	Iteration 6F: 3 clusters Score -4635748 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -4637269.000000 Penalty: 5268.359375
	Iteration 7F: 3 clusters Score -4637269 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -4638585.500000 Penalty: 5268.359375
	Iteration 8F: 3 clusters Score -4638586 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -4639534.500000 Penalty: 5268.359375
	Iteration 9Q: 3 clusters Score -4639534 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -4640142.000000 Penalty: 5268.359375
	Iteration 10Q: 3 clusters Score -4640142 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -4640473.000000 Penalty: 5268.359375
	Iteration 11Q: 3 clusters Score -4640473 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -4640686.000000 Penalty: 5268.359375
	Iteration 12Q: 3 clusters Score -4640686 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4640826.500000 Penalty: 5268.359375
	Iteration 13Q: 3 clusters Score -4640826 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -4640937.000000 Penalty: 5268.359375
	Iteration 14Q: 3 clusters Score -4640937 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -4640993.500000 Penalty: 5268.359375
	Iteration 15Q: 3 clusters Score -4640994 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -4641020.000000 Penalty: 5268.359375
	Iteration 16Q: 3 clusters Score -4641020 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4641071.500000 Penalty: 5268.359375
	Iteration 17Q: 3 clusters Score -4641072 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -4641124.000000 Penalty: 5268.359375
	Iteration 18Q: 3 clusters Score -4641124 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -4641163.500000 Penalty: 5268.359375
	Iteration 19Q: 3 clusters Score -4641164 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -4641216.500000 Penalty: 5268.359375
	Iteration 20F: 3 clusters Score -4641216 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -4641237.000000 Penalty: 5268.359375
	Iteration 21Q: 3 clusters Score -4641237 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -4641287.000000 Penalty: 5268.359375
	Iteration 22Q: 3 clusters Score -4641287 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -4641332.500000 Penalty: 5268.359375
	Iteration 23Q: 3 clusters Score -4641332 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -4641412.500000 Penalty: 5268.359375
	Iteration 24Q: 3 clusters Score -4641412 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -4641491.000000 Penalty: 5268.359375
	Iteration 25Q: 3 clusters Score -4641491 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -4641567.500000 Penalty: 5268.359375
	Iteration 26Q: 3 clusters Score -4641568 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4641694.000000 Penalty: 5268.359375
	Iteration 27Q: 3 clusters Score -4641694 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -4641846.000000 Penalty: 5268.359375
	Iteration 28Q: 3 clusters Score -4641846 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -4642008.500000 Penalty: 5268.359375
	Iteration 29Q: 3 clusters Score -4642008 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4642206.500000 Penalty: 5268.359375
	Iteration 30Q: 3 clusters Score -4642206 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4642484.000000 Penalty: 5268.359375
	Iteration 31Q: 3 clusters Score -4642484 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4642808.500000 Penalty: 5268.359375
	Iteration 32Q: 3 clusters Score -4642808 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -4643204.000000 Penalty: 5268.359375
	Iteration 33Q: 3 clusters Score -4643204 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -4643663.500000 Penalty: 5268.359375
	Iteration 34Q: 3 clusters Score -4643664 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4644180.000000 Penalty: 5268.359375
	Iteration 35Q: 3 clusters Score -4644180 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4644626.500000 Penalty: 5268.359375
	Iteration 36Q: 3 clusters Score -4644626 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4644963.000000 Penalty: 5268.359375
	Iteration 37Q: 3 clusters Score -4644963 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4645171.000000 Penalty: 5268.359375
	Iteration 38Q: 3 clusters Score -4645171 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4645309.000000 Penalty: 5268.359375
	Iteration 39Q: 3 clusters Score -4645309 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4645620.500000 Penalty: 5268.359375
	Iteration 40F: 3 clusters Score -4645620 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4646020.000000 Penalty: 5268.359375
	Iteration 41Q: 3 clusters Score -4646020 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4646207.000000 Penalty: 5268.359375
	Iteration 42Q: 3 clusters Score -4646207 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4646326.500000 Penalty: 5268.359375
	Iteration 43Q: 3 clusters Score -4646326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4646391.500000 Penalty: 5268.359375
	Iteration 44Q: 3 clusters Score -4646392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4646437.500000 Penalty: 5268.359375
	Iteration 45Q: 3 clusters Score -4646438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4646475.500000 Penalty: 5268.359375
	Iteration 46Q: 3 clusters Score -4646476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4646504.000000 Penalty: 5268.359375
	Iteration 47Q: 3 clusters Score -4646504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4646518.000000 Penalty: 5268.359375
	Iteration 48Q: 3 clusters Score -4646518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4646533.500000 Penalty: 5268.359375
	Iteration 49Q: 3 clusters Score -4646534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4646542.000000 Penalty: 5268.359375
	Iteration 50Q: 3 clusters Score -4646542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4646549.500000 Penalty: 5268.359375
	Iteration 51Q: 3 clusters Score -4646550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4646553.000000 Penalty: 5268.359375
	Iteration 52Q: 3 clusters Score -4646553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4646556.500000 Penalty: 5268.359375
	Iteration 53Q: 3 clusters Score -4646556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4646562.500000 Penalty: 5268.359375
	Iteration 54Q: 3 clusters Score -4646562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4646567.500000 Penalty: 5268.359375
	Iteration 55Q: 3 clusters Score -4646568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4646562.500000 Penalty: 5268.359375
	Iteration 56Q: 3 clusters Score -4646562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4646564.500000 Penalty: 5268.359375
	Iteration 57Q: 3 clusters Score -4646564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4646565.500000 Penalty: 5268.359375
	Iteration 58Q: 3 clusters Score -4646566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4646565.500000 Penalty: 5268.359375
	Iteration 59F: 3 clusters Score -4646566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Entering Unmasked Estep 
Score: -2778224.500000 Penalty: 2494.407471
	Iteration 0F: 2 clusters Score -2778224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2762005.000000 Penalty: 4988.814941
	Iteration 0F: 3 clusters Score -2762005 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2767491.500000 Penalty: 4988.814941
	Iteration 1F: 3 clusters Score -2767492 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2767886.500000 Penalty: 4988.814941
	Iteration 2Q: 3 clusters Score -2767886 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2768218.250000 Penalty: 4988.814941
	Iteration 3Q: 3 clusters Score -2768218 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2768540.000000 Penalty: 4988.814941
	Iteration 4Q: 3 clusters Score -2768540 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2768842.250000 Penalty: 4988.814941
	Iteration 5Q: 3 clusters Score -2768842 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2769148.500000 Penalty: 4988.814941
	Iteration 6Q: 3 clusters Score -2769148 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2769429.000000 Penalty: 4988.814941
	Iteration 7Q: 3 clusters Score -2769429 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2769745.000000 Penalty: 4988.814941
	Iteration 8Q: 3 clusters Score -2769745 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2770095.250000 Penalty: 4988.814941
	Iteration 9Q: 3 clusters Score -2770095 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2770522.000000 Penalty: 4988.814941
	Iteration 10Q: 3 clusters Score -2770522 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2771079.750000 Penalty: 4988.814941
	Iteration 11Q: 3 clusters Score -2771080 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2771707.250000 Penalty: 4988.814941
	Iteration 12Q: 3 clusters Score -2771707 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2772362.750000 Penalty: 4988.814941
	Iteration 13Q: 3 clusters Score -2772363 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2772896.250000 Penalty: 4988.814941
	Iteration 14Q: 3 clusters Score -2772896 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2773308.750000 Penalty: 4988.814941
	Iteration 15Q: 3 clusters Score -2773309 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2773557.500000 Penalty: 4988.814941
	Iteration 16Q: 3 clusters Score -2773558 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2773721.250000 Penalty: 4988.814941
	Iteration 17Q: 3 clusters Score -2773721 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2773825.750000 Penalty: 4988.814941
	Iteration 18Q: 3 clusters Score -2773826 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2773924.000000 Penalty: 4988.814941
	Iteration 19Q: 3 clusters Score -2773924 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2774030.750000 Penalty: 4988.814941
	Iteration 20F: 3 clusters Score -2774031 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2774134.500000 Penalty: 4988.814941
	Iteration 21Q: 3 clusters Score -2774134 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2774242.750000 Penalty: 4988.814941
	Iteration 22Q: 3 clusters Score -2774243 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2774365.250000 Penalty: 4988.814941
	Iteration 23Q: 3 clusters Score -2774365 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2774485.750000 Penalty: 4988.814941
	Iteration 24Q: 3 clusters Score -2774486 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2774598.000000 Penalty: 4988.814941
	Iteration 25Q: 3 clusters Score -2774598 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2774720.500000 Penalty: 4988.814941
	Iteration 26Q: 3 clusters Score -2774720 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2774849.500000 Penalty: 4988.814941
	Iteration 27Q: 3 clusters Score -2774850 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2774976.000000 Penalty: 4988.814941
	Iteration 28Q: 3 clusters Score -2774976 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2775085.250000 Penalty: 4988.814941
	Iteration 29Q: 3 clusters Score -2775085 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2775211.000000 Penalty: 4988.814941
	Iteration 30Q: 3 clusters Score -2775211 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2775307.500000 Penalty: 4988.814941
	Iteration 31Q: 3 clusters Score -2775308 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2775386.250000 Penalty: 4988.814941
	Iteration 32Q: 3 clusters Score -2775386 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2775462.500000 Penalty: 4988.814941
	Iteration 33Q: 3 clusters Score -2775462 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2775536.500000 Penalty: 4988.814941
	Iteration 34Q: 3 clusters Score -2775536 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2775605.500000 Penalty: 4988.814941
	Iteration 35Q: 3 clusters Score -2775606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2775676.000000 Penalty: 4988.814941
	Iteration 36Q: 3 clusters Score -2775676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2775747.250000 Penalty: 4988.814941
	Iteration 37Q: 3 clusters Score -2775747 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2775802.000000 Penalty: 4988.814941
	Iteration 38Q: 3 clusters Score -2775802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2775843.250000 Penalty: 4988.814941
	Iteration 39Q: 3 clusters Score -2775843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2775879.000000 Penalty: 4988.814941
	Iteration 40F: 3 clusters Score -2775879 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2775910.000000 Penalty: 4988.814941
	Iteration 41Q: 3 clusters Score -2775910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2775933.250000 Penalty: 4988.814941
	Iteration 42Q: 3 clusters Score -2775933 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2775953.500000 Penalty: 4988.814941
	Iteration 43Q: 3 clusters Score -2775954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2775972.750000 Penalty: 4988.814941
	Iteration 44Q: 3 clusters Score -2775973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2775980.750000 Penalty: 4988.814941
	Iteration 45Q: 3 clusters Score -2775981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2775993.000000 Penalty: 4988.814941
	Iteration 46Q: 3 clusters Score -2775993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2776001.250000 Penalty: 4988.814941
	Iteration 47Q: 3 clusters Score -2776001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2776007.500000 Penalty: 4988.814941
	Iteration 48Q: 3 clusters Score -2776008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2776007.750000 Penalty: 4988.814941
	Iteration 49Q: 3 clusters Score -2776008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2776011.500000 Penalty: 4988.814941
	Iteration 50Q: 3 clusters Score -2776012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2776016.500000 Penalty: 4988.814941
	Iteration 51Q: 3 clusters Score -2776016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2776014.750000 Penalty: 4988.814941
	Iteration 52Q: 3 clusters Score -2776015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2776021.750000 Penalty: 4988.814941
	Iteration 53Q: 3 clusters Score -2776022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2776022.750000 Penalty: 4988.814941
	Iteration 54Q: 3 clusters Score -2776023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2776024.000000 Penalty: 4988.814941
	Iteration 55Q: 3 clusters Score -2776024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2776028.000000 Penalty: 4988.814941
	Iteration 56Q: 3 clusters Score -2776028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2776031.750000 Penalty: 4988.814941
	Iteration 57Q: 3 clusters Score -2776032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2776034.250000 Penalty: 4988.814941
	Iteration 58Q: 3 clusters Score -2776034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2776038.000000 Penalty: 4988.814941
	Iteration 59Q: 3 clusters Score -2776038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2776037.750000 Penalty: 4988.814941
	Iteration 60F: 3 clusters Score -2776038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2776040.250000 Penalty: 4988.814941
	Iteration 61Q: 3 clusters Score -2776040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2776040.250000 Penalty: 4988.814941
	Iteration 62F: 3 clusters Score -2776040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -27973.937500 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -27973.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26807.216797 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -26807.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27035.871094 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -27035.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27092.701172 Penalty: 2820.739746
	Iteration 2F: 3 clusters Score -27092.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27143.916016 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -27143.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27169.033203 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -27169.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27188.988281 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -27188.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27196.775391 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -27196.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27199.164062 Penalty: 2820.739746
	Iteration 7Q: 3 clusters Score -27199.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27199.164062 Penalty: 2820.739746
	Iteration 8F: 3 clusters Score -27199.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Entering Unmasked Estep 
Score: -6557282.500000 Penalty: 2708.546387
	Iteration 0F: 2 clusters Score -6557282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -6519848.500000 Penalty: 5417.092773
	Iteration 0F: 3 clusters Score -6519848 nChanged 25754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -6534128.500000 Penalty: 5417.092773
	Iteration 1F: 3 clusters Score -6534128 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -6534725.500000 Penalty: 5417.092773
	Iteration 2Q: 3 clusters Score -6534726 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -6535171.000000 Penalty: 5417.092773
	Iteration 3Q: 3 clusters Score -6535171 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -6535763.500000 Penalty: 5417.092773
	Iteration 4Q: 3 clusters Score -6535764 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -6536472.500000 Penalty: 5417.092773
	Iteration 5Q: 3 clusters Score -6536472 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -6537475.000000 Penalty: 5417.092773
	Iteration 6Q: 3 clusters Score -6537475 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -6538992.000000 Penalty: 5417.092773
	Iteration 7Q: 3 clusters Score -6538992 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -6541203.000000 Penalty: 5417.092773
	Iteration 8F: 3 clusters Score -6541203 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -6544163.500000 Penalty: 5417.092773
	Iteration 9F: 3 clusters Score -6544164 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -6547329.500000 Penalty: 5417.092773
	Iteration 10F: 3 clusters Score -6547330 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -6549772.500000 Penalty: 5417.092773
	Iteration 11Q: 3 clusters Score -6549772 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -6551510.500000 Penalty: 5417.092773
	Iteration 12Q: 3 clusters Score -6551510 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6552610.000000 Penalty: 5417.092773
	Iteration 13Q: 3 clusters Score -6552610 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6553367.000000 Penalty: 5417.092773
	Iteration 14Q: 3 clusters Score -6553367 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6553939.000000 Penalty: 5417.092773
	Iteration 15Q: 3 clusters Score -6553939 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6554356.000000 Penalty: 5417.092773
	Iteration 16Q: 3 clusters Score -6554356 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6554616.500000 Penalty: 5417.092773
	Iteration 17Q: 3 clusters Score -6554616 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6554771.500000 Penalty: 5417.092773
	Iteration 18Q: 3 clusters Score -6554772 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6554907.500000 Penalty: 5417.092773
	Iteration 19Q: 3 clusters Score -6554908 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6554976.000000 Penalty: 5417.092773
	Iteration 20F: 3 clusters Score -6554976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6555003.500000 Penalty: 5417.092773
	Iteration 21Q: 3 clusters Score -6555004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6555036.000000 Penalty: 5417.092773
	Iteration 22Q: 3 clusters Score -6555036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6555053.000000 Penalty: 5417.092773
	Iteration 23Q: 3 clusters Score -6555053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6555072.000000 Penalty: 5417.092773
	Iteration 24Q: 3 clusters Score -6555072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6555082.000000 Penalty: 5417.092773
	Iteration 25Q: 3 clusters Score -6555082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6555095.000000 Penalty: 5417.092773
	Iteration 26Q: 3 clusters Score -6555095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6555102.500000 Penalty: 5417.092773
	Iteration 27Q: 3 clusters Score -6555102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6555101.000000 Penalty: 5417.092773
	Iteration 28Q: 3 clusters Score -6555101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6555107.500000 Penalty: 5417.092773
	Iteration 29Q: 3 clusters Score -6555108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6555109.000000 Penalty: 5417.092773
	Iteration 30Q: 3 clusters Score -6555109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6555106.500000 Penalty: 5417.092773
	Iteration 31Q: 3 clusters Score -6555106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6555103.500000 Penalty: 5417.092773
	Iteration 32Q: 3 clusters Score -6555104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6555106.000000 Penalty: 5417.092773
	Iteration 33Q: 3 clusters Score -6555106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6555115.000000 Penalty: 5417.092773
	Iteration 34Q: 3 clusters Score -6555115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6555104.000000 Penalty: 5417.092773
	Iteration 35Q: 3 clusters Score -6555104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6555106.000000 Penalty: 5417.092773
	Iteration 36Q: 3 clusters Score -6555106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6555108.500000 Penalty: 5417.092773
	Iteration 37Q: 3 clusters Score -6555108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6555114.000000 Penalty: 5417.092773
	Iteration 38Q: 3 clusters Score -6555114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6555115.500000 Penalty: 5417.092773
	Iteration 39Q: 3 clusters Score -6555116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6555120.000000 Penalty: 5417.092773
	Iteration 40F: 3 clusters Score -6555120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6555121.500000 Penalty: 5417.092773
	Iteration 41Q: 3 clusters Score -6555122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6555120.500000 Penalty: 5417.092773
	Iteration 42Q: 3 clusters Score -6555120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6555127.500000 Penalty: 5417.092773
	Iteration 43Q: 3 clusters Score -6555128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6555122.500000 Penalty: 5417.092773
	Iteration 44Q: 3 clusters Score -6555122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6555126.000000 Penalty: 5417.092773
	Iteration 45Q: 3 clusters Score -6555126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6555132.500000 Penalty: 5417.092773
	Iteration 46Q: 3 clusters Score -6555132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6555131.500000 Penalty: 5417.092773
	Iteration 47Q: 3 clusters Score -6555132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6555135.000000 Penalty: 5417.092773
	Iteration 48Q: 3 clusters Score -6555135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6555138.000000 Penalty: 5417.092773
	Iteration 49Q: 3 clusters Score -6555138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6555138.500000 Penalty: 5417.092773
	Iteration 50Q: 3 clusters Score -6555138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6555136.500000 Penalty: 5417.092773
	Iteration 51Q: 3 clusters Score -6555136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6555135.000000 Penalty: 5417.092773
	Iteration 52Q: 3 clusters Score -6555135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6555135.000000 Penalty: 5417.092773
	Iteration 53F: 3 clusters Score -6555135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18795 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12513 members 
Mstep: Class 11 contains 186163 members 
Mstep: Class 13 contains 247903 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41015 members 
Mstep: Class 17 contains 23344 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657496.000000 Penalty: 49803.171875
Iteration 239Q: 16 clusters Score -7.46575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20483 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12513 members 
Mstep: Class 11 contains 186161 members 
Mstep: Class 13 contains 247905 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41011 members 
Mstep: Class 17 contains 23343 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657536.000000 Penalty: 49803.171875
Iteration 240F: 16 clusters Score -7.465754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12513 members 
Mstep: Class 11 contains 186164 members 
Mstep: Class 13 contains 247902 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41009 members 
Mstep: Class 17 contains 23343 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657512.000000 Penalty: 49803.171875
Iteration 241Q: 16 clusters Score -7.465751e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20481 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12512 members 
Mstep: Class 11 contains 186164 members 
Mstep: Class 13 contains 247902 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41007 members 
Mstep: Class 17 contains 23345 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657552.000000 Penalty: 49803.171875
Iteration 242Q: 16 clusters Score -7.465755e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12512 members 
Mstep: Class 11 contains 186160 members 
Mstep: Class 13 contains 247904 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41005 members 
Mstep: Class 17 contains 23346 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657504.000000 Penalty: 49803.171875
Iteration 243Q: 16 clusters Score -7.46575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12510 members 
Mstep: Class 11 contains 186160 members 
Mstep: Class 13 contains 247900 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41003 members 
Mstep: Class 17 contains 23349 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657536.000000 Penalty: 49803.171875
Iteration 244Q: 16 clusters Score -7.465754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12507 members 
Mstep: Class 11 contains 186165 members 
Mstep: Class 13 contains 247893 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41002 members 
Mstep: Class 17 contains 23350 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657512.000000 Penalty: 49803.171875
Iteration 245Q: 16 clusters Score -7.465751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 11 contains 186164 members 
Mstep: Class 13 contains 247888 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 41001 members 
Mstep: Class 17 contains 23351 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657536.000000 Penalty: 49803.171875
Iteration 246Q: 16 clusters Score -7.465754e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18795 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 11 contains 186162 members 
Mstep: Class 13 contains 247882 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40999 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657536.000000 Penalty: 49803.171875
Iteration 247Q: 16 clusters Score -7.465754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 11 contains 186159 members 
Mstep: Class 13 contains 247872 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40999 members 
Mstep: Class 17 contains 23354 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657536.000000 Penalty: 49803.171875
Iteration 248Q: 16 clusters Score -7.465754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1580 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12507 members 
Mstep: Class 11 contains 186156 members 
Mstep: Class 13 contains 247869 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40997 members 
Mstep: Class 17 contains 23354 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657576.000000 Penalty: 49803.171875
Iteration 249Q: 16 clusters Score -7.465758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12507 members 
Mstep: Class 11 contains 186155 members 
Mstep: Class 13 contains 247866 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657576.000000 Penalty: 49803.171875
Iteration 250Q: 16 clusters Score -7.465758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12508 members 
Mstep: Class 11 contains 186155 members 
Mstep: Class 13 contains 247864 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657544.000000 Penalty: 49803.171875
Iteration 251Q: 16 clusters Score -7.465754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186155 members 
Mstep: Class 13 contains 247862 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657560.000000 Penalty: 49803.171875
Iteration 252Q: 16 clusters Score -7.465756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186157 members 
Mstep: Class 13 contains 247860 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657544.000000 Penalty: 49803.171875
Iteration 253Q: 16 clusters Score -7.465754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186158 members 
Mstep: Class 13 contains 247856 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657560.000000 Penalty: 49803.171875
Iteration 254Q: 16 clusters Score -7.465756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186159 members 
Mstep: Class 13 contains 247854 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657568.000000 Penalty: 49803.171875
Iteration 255Q: 16 clusters Score -7.465757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186161 members 
Mstep: Class 13 contains 247852 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657544.000000 Penalty: 49803.171875
Iteration 256Q: 16 clusters Score -7.465754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186163 members 
Mstep: Class 13 contains 247850 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657568.000000 Penalty: 49803.171875
Iteration 257Q: 16 clusters Score -7.465757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186164 members 
Mstep: Class 13 contains 247849 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657576.000000 Penalty: 49803.171875
Iteration 258Q: 16 clusters Score -7.465758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20483 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186164 members 
Mstep: Class 13 contains 247848 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657560.000000 Penalty: 49803.171875
Iteration 259Q: 16 clusters Score -7.465756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20485 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186163 members 
Mstep: Class 13 contains 247847 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657568.000000 Penalty: 49803.171875
Iteration 260F: 16 clusters Score -7.465757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20486 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186163 members 
Mstep: Class 13 contains 247846 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657576.000000 Penalty: 49803.171875
Iteration 261Q: 16 clusters Score -7.465758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20487 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186164 members 
Mstep: Class 13 contains 247844 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657568.000000 Penalty: 49803.171875
Iteration 262Q: 16 clusters Score -7.465757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20487 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186162 members 
Mstep: Class 13 contains 247846 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40997 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657568.000000 Penalty: 49803.171875
Iteration 263Q: 16 clusters Score -7.465757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20487 members 
Mstep: Class 3 contains 18794 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 186162 members 
Mstep: Class 13 contains 247846 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40997 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657592.000000 Penalty: 49803.171875
Iteration 264Q: 16 clusters Score -7.465759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20487 members 
Mstep: Class 3 contains 18795 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12510 members 
Mstep: Class 11 contains 186161 members 
Mstep: Class 13 contains 247846 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40996 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657616.000000 Penalty: 49803.171875
Iteration 265Q: 16 clusters Score -7.465762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20487 members 
Mstep: Class 3 contains 18795 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12511 members 
Mstep: Class 11 contains 186159 members 
Mstep: Class 13 contains 247847 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40996 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657624.000000 Penalty: 49803.171875
Iteration 266Q: 16 clusters Score -7.465762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20487 members 
Mstep: Class 3 contains 18795 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12511 members 
Mstep: Class 11 contains 186158 members 
Mstep: Class 13 contains 247847 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40996 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657600.000000 Penalty: 49803.171875
Iteration 267Q: 16 clusters Score -7.46576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20487 members 
Mstep: Class 3 contains 18795 members 
Mstep: Class 4 contains 1579 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 9 contains 12511 members 
Mstep: Class 11 contains 186158 members 
Mstep: Class 13 contains 247847 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 40996 members 
Mstep: Class 17 contains 23353 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 22 contains 55424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74657600.000000 Penalty: 49803.171875
Iteration 268F: 16 clusters Score -7.46576e+07 nChanged 0
Entering ConstructFrom: 
Score: -74657600.000000 Penalty: 49803.171875
Entering ConstructFrom: 
Trying to split cluster 1 (28645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Entering Unmasked Estep 
Score: -3319999.250000 Penalty: 2545.158203
	Iteration 0F: 2 clusters Score -3319999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3300322.250000 Penalty: 5090.316406
	Iteration 0F: 3 clusters Score -3300322 nChanged 12901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3307488.750000 Penalty: 5090.316406
	Iteration 1F: 3 clusters Score -3307489 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3308176.000000 Penalty: 5090.316406
	Iteration 2F: 3 clusters Score -3308176 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3308894.500000 Penalty: 5090.316406
	Iteration 3F: 3 clusters Score -3308894 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3309592.500000 Penalty: 5090.316406
	Iteration 4F: 3 clusters Score -3309592 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3310368.250000 Penalty: 5090.316406
	Iteration 5F: 3 clusters Score -3310368 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -3311355.000000 Penalty: 5090.316406
	Iteration 6F: 3 clusters Score -3311355 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -3312639.750000 Penalty: 5090.316406
	Iteration 7F: 3 clusters Score -3312640 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3314034.500000 Penalty: 5090.316406
	Iteration 8F: 3 clusters Score -3314034 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3315378.000000 Penalty: 5090.316406
	Iteration 9F: 3 clusters Score -3315378 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3316460.250000 Penalty: 5090.316406
	Iteration 10Q: 3 clusters Score -3316460 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3317207.000000 Penalty: 5090.316406
	Iteration 11Q: 3 clusters Score -3317207 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3317766.750000 Penalty: 5090.316406
	Iteration 12Q: 3 clusters Score -3317767 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3318204.000000 Penalty: 5090.316406
	Iteration 13Q: 3 clusters Score -3318204 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3318539.000000 Penalty: 5090.316406
	Iteration 14Q: 3 clusters Score -3318539 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3318714.250000 Penalty: 5090.316406
	Iteration 15Q: 3 clusters Score -3318714 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3318818.750000 Penalty: 5090.316406
	Iteration 16Q: 3 clusters Score -3318819 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3318882.000000 Penalty: 5090.316406
	Iteration 17Q: 3 clusters Score -3318882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3318914.250000 Penalty: 5090.316406
	Iteration 18Q: 3 clusters Score -3318914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3318932.250000 Penalty: 5090.316406
	Iteration 19Q: 3 clusters Score -3318932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3318957.250000 Penalty: 5090.316406
	Iteration 20F: 3 clusters Score -3318957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3318964.000000 Penalty: 5090.316406
	Iteration 21Q: 3 clusters Score -3318964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3318970.250000 Penalty: 5090.316406
	Iteration 22Q: 3 clusters Score -3318970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3318979.750000 Penalty: 5090.316406
	Iteration 23Q: 3 clusters Score -3318980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3318982.000000 Penalty: 5090.316406
	Iteration 24Q: 3 clusters Score -3318982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3318988.000000 Penalty: 5090.316406
	Iteration 25Q: 3 clusters Score -3318988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3318987.000000 Penalty: 5090.316406
	Iteration 26Q: 3 clusters Score -3318987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3318989.500000 Penalty: 5090.316406
	Iteration 27Q: 3 clusters Score -3318990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3318987.250000 Penalty: 5090.316406
	Iteration 28Q: 3 clusters Score -3318987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3318985.250000 Penalty: 5090.316406
	Iteration 29Q: 3 clusters Score -3318985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3318983.000000 Penalty: 5090.316406
	Iteration 30Q: 3 clusters Score -3318983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3318980.000000 Penalty: 5090.316406
	Iteration 31Q: 3 clusters Score -3318980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3318982.750000 Penalty: 5090.316406
	Iteration 32Q: 3 clusters Score -3318983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3318983.250000 Penalty: 5090.316406
	Iteration 33Q: 3 clusters Score -3318983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3318983.250000 Penalty: 5090.316406
	Iteration 34F: 3 clusters Score -3318983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Entering Unmasked Estep 
Score: -2405461.750000 Penalty: 2462.031250
	Iteration 0F: 2 clusters Score -2405462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2391067.750000 Penalty: 4924.062500
	Iteration 0F: 3 clusters Score -2391068 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2395906.250000 Penalty: 4924.062500
	Iteration 1F: 3 clusters Score -2395906 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2396501.750000 Penalty: 4924.062500
	Iteration 2F: 3 clusters Score -2396502 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2397166.250000 Penalty: 4924.062500
	Iteration 3F: 3 clusters Score -2397166 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2397896.000000 Penalty: 4924.062500
	Iteration 4F: 3 clusters Score -2397896 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2398709.750000 Penalty: 4924.062500
	Iteration 5F: 3 clusters Score -2398710 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2399641.500000 Penalty: 4924.062500
	Iteration 6F: 3 clusters Score -2399642 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2400716.250000 Penalty: 4924.062500
	Iteration 7F: 3 clusters Score -2400716 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2401708.250000 Penalty: 4924.062500
	Iteration 8F: 3 clusters Score -2401708 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2402398.750000 Penalty: 4924.062500
	Iteration 9Q: 3 clusters Score -2402399 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2402748.250000 Penalty: 4924.062500
	Iteration 10Q: 3 clusters Score -2402748 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2402937.250000 Penalty: 4924.062500
	Iteration 11Q: 3 clusters Score -2402937 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2403045.250000 Penalty: 4924.062500
	Iteration 12Q: 3 clusters Score -2403045 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2403113.500000 Penalty: 4924.062500
	Iteration 13Q: 3 clusters Score -2403114 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2403178.500000 Penalty: 4924.062500
	Iteration 14Q: 3 clusters Score -2403178 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2403218.000000 Penalty: 4924.062500
	Iteration 15Q: 3 clusters Score -2403218 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2403262.500000 Penalty: 4924.062500
	Iteration 16Q: 3 clusters Score -2403262 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2403288.750000 Penalty: 4924.062500
	Iteration 17Q: 3 clusters Score -2403289 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2403318.000000 Penalty: 4924.062500
	Iteration 18Q: 3 clusters Score -2403318 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2403353.500000 Penalty: 4924.062500
	Iteration 19Q: 3 clusters Score -2403354 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2403371.000000 Penalty: 4924.062500
	Iteration 20F: 3 clusters Score -2403371 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2403397.500000 Penalty: 4924.062500
	Iteration 21Q: 3 clusters Score -2403398 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2403422.500000 Penalty: 4924.062500
	Iteration 22Q: 3 clusters Score -2403422 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2403446.750000 Penalty: 4924.062500
	Iteration 23Q: 3 clusters Score -2403447 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2403468.250000 Penalty: 4924.062500
	Iteration 24Q: 3 clusters Score -2403468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2403487.000000 Penalty: 4924.062500
	Iteration 25Q: 3 clusters Score -2403487 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2403512.000000 Penalty: 4924.062500
	Iteration 26Q: 3 clusters Score -2403512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2403526.750000 Penalty: 4924.062500
	Iteration 27Q: 3 clusters Score -2403527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2403546.000000 Penalty: 4924.062500
	Iteration 28Q: 3 clusters Score -2403546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2403565.500000 Penalty: 4924.062500
	Iteration 29Q: 3 clusters Score -2403566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2403584.250000 Penalty: 4924.062500
	Iteration 30Q: 3 clusters Score -2403584 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2403601.000000 Penalty: 4924.062500
	Iteration 31Q: 3 clusters Score -2403601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2403610.750000 Penalty: 4924.062500
	Iteration 32Q: 3 clusters Score -2403611 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2403614.250000 Penalty: 4924.062500
	Iteration 33Q: 3 clusters Score -2403614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2403634.250000 Penalty: 4924.062500
	Iteration 34Q: 3 clusters Score -2403634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2403645.750000 Penalty: 4924.062500
	Iteration 35Q: 3 clusters Score -2403646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2403657.500000 Penalty: 4924.062500
	Iteration 36Q: 3 clusters Score -2403658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2403670.000000 Penalty: 4924.062500
	Iteration 37Q: 3 clusters Score -2403670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2403689.500000 Penalty: 4924.062500
	Iteration 38Q: 3 clusters Score -2403690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2403696.250000 Penalty: 4924.062500
	Iteration 39Q: 3 clusters Score -2403696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2403706.250000 Penalty: 4924.062500
	Iteration 40F: 3 clusters Score -2403706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2403708.750000 Penalty: 4924.062500
	Iteration 41Q: 3 clusters Score -2403709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2403705.000000 Penalty: 4924.062500
	Iteration 42Q: 3 clusters Score -2403705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2403713.000000 Penalty: 4924.062500
	Iteration 43Q: 3 clusters Score -2403713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2403718.750000 Penalty: 4924.062500
	Iteration 44Q: 3 clusters Score -2403719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2403718.750000 Penalty: 4924.062500
	Iteration 45Q: 3 clusters Score -2403719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2403731.750000 Penalty: 4924.062500
	Iteration 46Q: 3 clusters Score -2403732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2403738.500000 Penalty: 4924.062500
	Iteration 47Q: 3 clusters Score -2403738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2403746.000000 Penalty: 4924.062500
	Iteration 48Q: 3 clusters Score -2403746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2403753.750000 Penalty: 4924.062500
	Iteration 49Q: 3 clusters Score -2403754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2403762.500000 Penalty: 4924.062500
	Iteration 50Q: 3 clusters Score -2403762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2403765.000000 Penalty: 4924.062500
	Iteration 51Q: 3 clusters Score -2403765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2403766.500000 Penalty: 4924.062500
	Iteration 52Q: 3 clusters Score -2403766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2403766.500000 Penalty: 4924.062500
	Iteration 53Q: 3 clusters Score -2403766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2403775.750000 Penalty: 4924.062500
	Iteration 54Q: 3 clusters Score -2403776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2403773.250000 Penalty: 4924.062500
	Iteration 55Q: 3 clusters Score -2403773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2403781.000000 Penalty: 4924.062500
	Iteration 56Q: 3 clusters Score -2403781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2403777.250000 Penalty: 4924.062500
	Iteration 57Q: 3 clusters Score -2403777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2403783.000000 Penalty: 4924.062500
	Iteration 58Q: 3 clusters Score -2403783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2403786.000000 Penalty: 4924.062500
	Iteration 59Q: 3 clusters Score -2403786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2403794.750000 Penalty: 4924.062500
	Iteration 60F: 3 clusters Score -2403795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2403798.500000 Penalty: 4924.062500
	Iteration 61Q: 3 clusters Score -2403798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2403806.500000 Penalty: 4924.062500
	Iteration 62Q: 3 clusters Score -2403806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2403803.250000 Penalty: 4924.062500
	Iteration 63Q: 3 clusters Score -2403803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2403805.000000 Penalty: 4924.062500
	Iteration 64Q: 3 clusters Score -2403805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2403813.250000 Penalty: 4924.062500
	Iteration 65Q: 3 clusters Score -2403813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2403821.750000 Penalty: 4924.062500
	Iteration 66Q: 3 clusters Score -2403822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2403824.000000 Penalty: 4924.062500
	Iteration 67Q: 3 clusters Score -2403824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2403829.250000 Penalty: 4924.062500
	Iteration 68Q: 3 clusters Score -2403829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2403830.750000 Penalty: 4924.062500
	Iteration 69Q: 3 clusters Score -2403831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2403831.500000 Penalty: 4924.062500
	Iteration 70Q: 3 clusters Score -2403832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2403833.250000 Penalty: 4924.062500
	Iteration 71Q: 3 clusters Score -2403833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2403835.000000 Penalty: 4924.062500
	Iteration 72Q: 3 clusters Score -2403835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2403835.000000 Penalty: 4924.062500
	Iteration 73Q: 3 clusters Score -2403835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2403833.250000 Penalty: 4924.062500
	Iteration 74Q: 3 clusters Score -2403833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2403834.500000 Penalty: 4924.062500
	Iteration 75Q: 3 clusters Score -2403834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2403835.750000 Penalty: 4924.062500
	Iteration 76Q: 3 clusters Score -2403836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2403839.500000 Penalty: 4924.062500
	Iteration 77Q: 3 clusters Score -2403840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2403839.000000 Penalty: 4924.062500
	Iteration 78Q: 3 clusters Score -2403839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2403845.250000 Penalty: 4924.062500
	Iteration 79Q: 3 clusters Score -2403845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2403846.250000 Penalty: 4924.062500
	Iteration 80F: 3 clusters Score -2403846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2403845.500000 Penalty: 4924.062500
	Iteration 81Q: 3 clusters Score -2403846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2403847.500000 Penalty: 4924.062500
	Iteration 82Q: 3 clusters Score -2403848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2403847.250000 Penalty: 4924.062500
	Iteration 83Q: 3 clusters Score -2403847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2403848.250000 Penalty: 4924.062500
	Iteration 84Q: 3 clusters Score -2403848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2403851.000000 Penalty: 4924.062500
	Iteration 85Q: 3 clusters Score -2403851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2403855.250000 Penalty: 4924.062500
	Iteration 86Q: 3 clusters Score -2403855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2403857.000000 Penalty: 4924.062500
	Iteration 87Q: 3 clusters Score -2403857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2403850.500000 Penalty: 4924.062500
	Iteration 88Q: 3 clusters Score -2403850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2403851.500000 Penalty: 4924.062500
	Iteration 89Q: 3 clusters Score -2403852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2403852.750000 Penalty: 4924.062500
	Iteration 90Q: 3 clusters Score -2403853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2403852.000000 Penalty: 4924.062500
	Iteration 91Q: 3 clusters Score -2403852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2403849.750000 Penalty: 4924.062500
	Iteration 92Q: 3 clusters Score -2403850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2403853.250000 Penalty: 4924.062500
	Iteration 93Q: 3 clusters Score -2403853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2403853.750000 Penalty: 4924.062500
	Iteration 94Q: 3 clusters Score -2403854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2403850.750000 Penalty: 4924.062500
	Iteration 95Q: 3 clusters Score -2403851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2403852.000000 Penalty: 4924.062500
	Iteration 96Q: 3 clusters Score -2403852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2403852.000000 Penalty: 4924.062500
	Iteration 97F: 3 clusters Score -2403852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Entering Unmasked Estep 
Score: -2201879.250000 Penalty: 2440.653809
	Iteration 0F: 2 clusters Score -2201879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2188604.500000 Penalty: 4881.307617
	Iteration 0F: 3 clusters Score -2188604 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2192944.500000 Penalty: 4881.307617
	Iteration 1F: 3 clusters Score -2192944 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2193308.000000 Penalty: 4881.307617
	Iteration 2F: 3 clusters Score -2193308 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2193651.250000 Penalty: 4881.307617
	Iteration 3Q: 3 clusters Score -2193651 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2194020.750000 Penalty: 4881.307617
	Iteration 4Q: 3 clusters Score -2194021 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2194447.000000 Penalty: 4881.307617
	Iteration 5Q: 3 clusters Score -2194447 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2194941.000000 Penalty: 4881.307617
	Iteration 6Q: 3 clusters Score -2194941 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2195516.750000 Penalty: 4881.307617
	Iteration 7Q: 3 clusters Score -2195517 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2196146.000000 Penalty: 4881.307617
	Iteration 8F: 3 clusters Score -2196146 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2196860.500000 Penalty: 4881.307617
	Iteration 9F: 3 clusters Score -2196860 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2197580.250000 Penalty: 4881.307617
	Iteration 10F: 3 clusters Score -2197580 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2198235.000000 Penalty: 4881.307617
	Iteration 11F: 3 clusters Score -2198235 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2198758.750000 Penalty: 4881.307617
	Iteration 12Q: 3 clusters Score -2198759 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2199084.000000 Penalty: 4881.307617
	Iteration 13Q: 3 clusters Score -2199084 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2199273.000000 Penalty: 4881.307617
	Iteration 14Q: 3 clusters Score -2199273 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2199393.000000 Penalty: 4881.307617
	Iteration 15Q: 3 clusters Score -2199393 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2199499.750000 Penalty: 4881.307617
	Iteration 16Q: 3 clusters Score -2199500 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2199595.000000 Penalty: 4881.307617
	Iteration 17Q: 3 clusters Score -2199595 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2199661.250000 Penalty: 4881.307617
	Iteration 18Q: 3 clusters Score -2199661 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2199725.750000 Penalty: 4881.307617
	Iteration 19Q: 3 clusters Score -2199726 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2199768.500000 Penalty: 4881.307617
	Iteration 20F: 3 clusters Score -2199768 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2199804.250000 Penalty: 4881.307617
	Iteration 21Q: 3 clusters Score -2199804 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2199844.500000 Penalty: 4881.307617
	Iteration 22Q: 3 clusters Score -2199844 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2199880.750000 Penalty: 4881.307617
	Iteration 23Q: 3 clusters Score -2199881 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2199924.750000 Penalty: 4881.307617
	Iteration 24Q: 3 clusters Score -2199925 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2199957.250000 Penalty: 4881.307617
	Iteration 25Q: 3 clusters Score -2199957 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2199988.500000 Penalty: 4881.307617
	Iteration 26Q: 3 clusters Score -2199988 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2200024.750000 Penalty: 4881.307617
	Iteration 27Q: 3 clusters Score -2200025 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2200044.500000 Penalty: 4881.307617
	Iteration 28Q: 3 clusters Score -2200044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2200069.500000 Penalty: 4881.307617
	Iteration 29Q: 3 clusters Score -2200070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2200097.250000 Penalty: 4881.307617
	Iteration 30Q: 3 clusters Score -2200097 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2200115.250000 Penalty: 4881.307617
	Iteration 31Q: 3 clusters Score -2200115 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2200128.250000 Penalty: 4881.307617
	Iteration 32Q: 3 clusters Score -2200128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2200144.000000 Penalty: 4881.307617
	Iteration 33Q: 3 clusters Score -2200144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2200153.500000 Penalty: 4881.307617
	Iteration 34Q: 3 clusters Score -2200154 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2200178.000000 Penalty: 4881.307617
	Iteration 35Q: 3 clusters Score -2200178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2200197.250000 Penalty: 4881.307617
	Iteration 36Q: 3 clusters Score -2200197 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2200208.000000 Penalty: 4881.307617
	Iteration 37Q: 3 clusters Score -2200208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2200212.000000 Penalty: 4881.307617
	Iteration 38Q: 3 clusters Score -2200212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2200221.500000 Penalty: 4881.307617
	Iteration 39Q: 3 clusters Score -2200222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2200228.250000 Penalty: 4881.307617
	Iteration 40F: 3 clusters Score -2200228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2200233.750000 Penalty: 4881.307617
	Iteration 41Q: 3 clusters Score -2200234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2200245.250000 Penalty: 4881.307617
	Iteration 42Q: 3 clusters Score -2200245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2200255.750000 Penalty: 4881.307617
	Iteration 43Q: 3 clusters Score -2200256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2200259.000000 Penalty: 4881.307617
	Iteration 44Q: 3 clusters Score -2200259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2200266.750000 Penalty: 4881.307617
	Iteration 45Q: 3 clusters Score -2200267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2200272.750000 Penalty: 4881.307617
	Iteration 46Q: 3 clusters Score -2200273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2200277.750000 Penalty: 4881.307617
	Iteration 47Q: 3 clusters Score -2200278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2200280.000000 Penalty: 4881.307617
	Iteration 48Q: 3 clusters Score -2200280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2200286.250000 Penalty: 4881.307617
	Iteration 49Q: 3 clusters Score -2200286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2200289.000000 Penalty: 4881.307617
	Iteration 50Q: 3 clusters Score -2200289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2200293.000000 Penalty: 4881.307617
	Iteration 51Q: 3 clusters Score -2200293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2200293.250000 Penalty: 4881.307617
	Iteration 52Q: 3 clusters Score -2200293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2200292.500000 Penalty: 4881.307617
	Iteration 53Q: 3 clusters Score -2200292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2200293.250000 Penalty: 4881.307617
	Iteration 54Q: 3 clusters Score -2200293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2200295.250000 Penalty: 4881.307617
	Iteration 55Q: 3 clusters Score -2200295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2200297.500000 Penalty: 4881.307617
	Iteration 56Q: 3 clusters Score -2200298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2200299.750000 Penalty: 4881.307617
	Iteration 57Q: 3 clusters Score -2200300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2200299.250000 Penalty: 4881.307617
	Iteration 58Q: 3 clusters Score -2200299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2200303.250000 Penalty: 4881.307617
	Iteration 59Q: 3 clusters Score -2200303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2200301.750000 Penalty: 4881.307617
	Iteration 60F: 3 clusters Score -2200302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2200301.750000 Penalty: 4881.307617
	Iteration 61Q: 3 clusters Score -2200302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2200304.250000 Penalty: 4881.307617
	Iteration 62Q: 3 clusters Score -2200304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2200306.500000 Penalty: 4881.307617
	Iteration 63Q: 3 clusters Score -2200306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2200304.500000 Penalty: 4881.307617
	Iteration 64Q: 3 clusters Score -2200304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2200306.500000 Penalty: 4881.307617
	Iteration 65Q: 3 clusters Score -2200306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2200304.750000 Penalty: 4881.307617
	Iteration 66Q: 3 clusters Score -2200305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2200306.250000 Penalty: 4881.307617
	Iteration 67Q: 3 clusters Score -2200306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2200306.250000 Penalty: 4881.307617
	Iteration 68F: 3 clusters Score -2200306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Entering Unmasked Estep 
Score: -172531.296875 Penalty: 1826.407593
	Iteration 0F: 2 clusters Score -172531.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -170216.281250 Penalty: 3652.815186
	Iteration 0F: 3 clusters Score -170216.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -170600.953125 Penalty: 3652.815186
	Iteration 1F: 3 clusters Score -170601 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -170701.546875 Penalty: 3652.815186
	Iteration 2F: 3 clusters Score -170701.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -170750.906250 Penalty: 3652.815186
	Iteration 3Q: 3 clusters Score -170750.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -170780.609375 Penalty: 3652.815186
	Iteration 4Q: 3 clusters Score -170780.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -170800.875000 Penalty: 3652.815186
	Iteration 5Q: 3 clusters Score -170800.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -170821.656250 Penalty: 3652.815186
	Iteration 6Q: 3 clusters Score -170821.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -170841.546875 Penalty: 3652.815186
	Iteration 7Q: 3 clusters Score -170841.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -170856.468750 Penalty: 3652.815186
	Iteration 8Q: 3 clusters Score -170856.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -170872.453125 Penalty: 3652.815186
	Iteration 9Q: 3 clusters Score -170872.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -170884.281250 Penalty: 3652.815186
	Iteration 10Q: 3 clusters Score -170884.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -170907.046875 Penalty: 3652.815186
	Iteration 11Q: 3 clusters Score -170907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -170932.531250 Penalty: 3652.815186
	Iteration 12Q: 3 clusters Score -170932.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -170969.906250 Penalty: 3652.815186
	Iteration 13Q: 3 clusters Score -170969.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -171004.640625 Penalty: 3652.815186
	Iteration 14Q: 3 clusters Score -171004.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -171038.156250 Penalty: 3652.815186
	Iteration 15Q: 3 clusters Score -171038.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -171062.921875 Penalty: 3652.815186
	Iteration 16Q: 3 clusters Score -171062.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -171077.718750 Penalty: 3652.815186
	Iteration 17Q: 3 clusters Score -171077.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -171095.156250 Penalty: 3652.815186
	Iteration 18Q: 3 clusters Score -171095.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -171106.468750 Penalty: 3652.815186
	Iteration 19Q: 3 clusters Score -171106.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -171114.593750 Penalty: 3652.815186
	Iteration 20F: 3 clusters Score -171114.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -171127.031250 Penalty: 3652.815186
	Iteration 21Q: 3 clusters Score -171127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -171140.921875 Penalty: 3652.815186
	Iteration 22Q: 3 clusters Score -171140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -171148.500000 Penalty: 3652.815186
	Iteration 23Q: 3 clusters Score -171148.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -171162.843750 Penalty: 3652.815186
	Iteration 24Q: 3 clusters Score -171162.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -171183.765625 Penalty: 3652.815186
	Iteration 25Q: 3 clusters Score -171183.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -171207.078125 Penalty: 3652.815186
	Iteration 26Q: 3 clusters Score -171207.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -171247.046875 Penalty: 3652.815186
	Iteration 27Q: 3 clusters Score -171247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -171309.500000 Penalty: 3652.815186
	Iteration 28Q: 3 clusters Score -171309.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -171407.953125 Penalty: 3652.815186
	Iteration 29Q: 3 clusters Score -171408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -171502.046875 Penalty: 3652.815186
	Iteration 30Q: 3 clusters Score -171502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -171561.265625 Penalty: 3652.815186
	Iteration 31Q: 3 clusters Score -171561.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -171599.906250 Penalty: 3652.815186
	Iteration 32Q: 3 clusters Score -171599.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -171627.234375 Penalty: 3652.815186
	Iteration 33Q: 3 clusters Score -171627.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -171655.234375 Penalty: 3652.815186
	Iteration 34Q: 3 clusters Score -171655.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -171675.890625 Penalty: 3652.815186
	Iteration 35Q: 3 clusters Score -171675.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -171691.984375 Penalty: 3652.815186
	Iteration 36Q: 3 clusters Score -171692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -171711.515625 Penalty: 3652.815186
	Iteration 37Q: 3 clusters Score -171711.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -171726.875000 Penalty: 3652.815186
	Iteration 38Q: 3 clusters Score -171726.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -171735.093750 Penalty: 3652.815186
	Iteration 39Q: 3 clusters Score -171735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -171740.265625 Penalty: 3652.815186
	Iteration 40F: 3 clusters Score -171740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -171746.531250 Penalty: 3652.815186
	Iteration 41Q: 3 clusters Score -171746.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -171749.718750 Penalty: 3652.815186
	Iteration 42Q: 3 clusters Score -171749.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -171753.781250 Penalty: 3652.815186
	Iteration 43Q: 3 clusters Score -171753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -171754.703125 Penalty: 3652.815186
	Iteration 44Q: 3 clusters Score -171754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -171756.890625 Penalty: 3652.815186
	Iteration 45Q: 3 clusters Score -171756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -171761.765625 Penalty: 3652.815186
	Iteration 46Q: 3 clusters Score -171761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -171765.390625 Penalty: 3652.815186
	Iteration 47Q: 3 clusters Score -171765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -171770.687500 Penalty: 3652.815186
	Iteration 48Q: 3 clusters Score -171770.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -171772.937500 Penalty: 3652.815186
	Iteration 49Q: 3 clusters Score -171772.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -171774.765625 Penalty: 3652.815186
	Iteration 50Q: 3 clusters Score -171774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -171777.406250 Penalty: 3652.815186
	Iteration 51Q: 3 clusters Score -171777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -171780.828125 Penalty: 3652.815186
	Iteration 52Q: 3 clusters Score -171780.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -171782.562500 Penalty: 3652.815186
	Iteration 53Q: 3 clusters Score -171782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -171782.562500 Penalty: 3652.815186
	Iteration 54F: 3 clusters Score -171782.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Entering Unmasked Estep 
Score: -972597.312500 Penalty: 2234.373291
	Iteration 0F: 2 clusters Score -972597.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -966047.875000 Penalty: 4468.746582
	Iteration 0F: 3 clusters Score -966047.9 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -967753.875000 Penalty: 4468.746582
	Iteration 1F: 3 clusters Score -967753.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -968056.500000 Penalty: 4468.746582
	Iteration 2F: 3 clusters Score -968056.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -968273.437500 Penalty: 4468.746582
	Iteration 3F: 3 clusters Score -968273.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -968448.687500 Penalty: 4468.746582
	Iteration 4Q: 3 clusters Score -968448.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -968598.625000 Penalty: 4468.746582
	Iteration 5Q: 3 clusters Score -968598.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -968716.000000 Penalty: 4468.746582
	Iteration 6Q: 3 clusters Score -968716 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -968863.500000 Penalty: 4468.746582
	Iteration 7Q: 3 clusters Score -968863.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -968997.812500 Penalty: 4468.746582
	Iteration 8Q: 3 clusters Score -968997.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -969140.750000 Penalty: 4468.746582
	Iteration 9Q: 3 clusters Score -969140.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -969293.062500 Penalty: 4468.746582
	Iteration 10Q: 3 clusters Score -969293.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -969427.687500 Penalty: 4468.746582
	Iteration 11Q: 3 clusters Score -969427.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -969555.875000 Penalty: 4468.746582
	Iteration 12Q: 3 clusters Score -969555.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -969689.562500 Penalty: 4468.746582
	Iteration 13Q: 3 clusters Score -969689.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -969820.625000 Penalty: 4468.746582
	Iteration 14Q: 3 clusters Score -969820.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -969932.437500 Penalty: 4468.746582
	Iteration 15Q: 3 clusters Score -969932.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -970007.437500 Penalty: 4468.746582
	Iteration 16Q: 3 clusters Score -970007.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -970072.500000 Penalty: 4468.746582
	Iteration 17Q: 3 clusters Score -970072.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -970116.312500 Penalty: 4468.746582
	Iteration 18Q: 3 clusters Score -970116.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -970156.500000 Penalty: 4468.746582
	Iteration 19Q: 3 clusters Score -970156.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -970193.875000 Penalty: 4468.746582
	Iteration 20F: 3 clusters Score -970193.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -970214.312500 Penalty: 4468.746582
	Iteration 21Q: 3 clusters Score -970214.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -970230.437500 Penalty: 4468.746582
	Iteration 22Q: 3 clusters Score -970230.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -970241.500000 Penalty: 4468.746582
	Iteration 23Q: 3 clusters Score -970241.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -970248.500000 Penalty: 4468.746582
	Iteration 24Q: 3 clusters Score -970248.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -970255.687500 Penalty: 4468.746582
	Iteration 25Q: 3 clusters Score -970255.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -970262.187500 Penalty: 4468.746582
	Iteration 26Q: 3 clusters Score -970262.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -970269.500000 Penalty: 4468.746582
	Iteration 27Q: 3 clusters Score -970269.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -970278.062500 Penalty: 4468.746582
	Iteration 28Q: 3 clusters Score -970278.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -970285.250000 Penalty: 4468.746582
	Iteration 29Q: 3 clusters Score -970285.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -970287.125000 Penalty: 4468.746582
	Iteration 30Q: 3 clusters Score -970287.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -970288.750000 Penalty: 4468.746582
	Iteration 31Q: 3 clusters Score -970288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -970291.750000 Penalty: 4468.746582
	Iteration 32Q: 3 clusters Score -970291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -970292.562500 Penalty: 4468.746582
	Iteration 33Q: 3 clusters Score -970292.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -970292.937500 Penalty: 4468.746582
	Iteration 34Q: 3 clusters Score -970292.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -970294.375000 Penalty: 4468.746582
	Iteration 35Q: 3 clusters Score -970294.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -970298.000000 Penalty: 4468.746582
	Iteration 36Q: 3 clusters Score -970298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -970298.187500 Penalty: 4468.746582
	Iteration 37Q: 3 clusters Score -970298.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -970300.250000 Penalty: 4468.746582
	Iteration 38Q: 3 clusters Score -970300.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -970304.125000 Penalty: 4468.746582
	Iteration 39Q: 3 clusters Score -970304.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -970307.375000 Penalty: 4468.746582
	Iteration 40F: 3 clusters Score -970307.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -970307.500000 Penalty: 4468.746582
	Iteration 41Q: 3 clusters Score -970307.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -970310.187500 Penalty: 4468.746582
	Iteration 42Q: 3 clusters Score -970310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -970309.375000 Penalty: 4468.746582
	Iteration 43Q: 3 clusters Score -970309.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -970310.937500 Penalty: 4468.746582
	Iteration 44Q: 3 clusters Score -970310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -970311.375000 Penalty: 4468.746582
	Iteration 45Q: 3 clusters Score -970311.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -970312.250000 Penalty: 4468.746582
	Iteration 46Q: 3 clusters Score -970312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -970315.500000 Penalty: 4468.746582
	Iteration 47Q: 3 clusters Score -970315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -970315.250000 Penalty: 4468.746582
	Iteration 48Q: 3 clusters Score -970315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -970315.812500 Penalty: 4468.746582
	Iteration 49Q: 3 clusters Score -970315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -970314.375000 Penalty: 4468.746582
	Iteration 50Q: 3 clusters Score -970314.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -970314.375000 Penalty: 4468.746582
	Iteration 51F: 3 clusters Score -970314.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -136016.656250 Penalty: 1776.466675
	Iteration 0F: 2 clusters Score -136016.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -133945.265625 Penalty: 3552.933350
	Iteration 0F: 3 clusters Score -133945.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -134335.875000 Penalty: 3552.933350
	Iteration 1F: 3 clusters Score -134335.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -134456.140625 Penalty: 3552.933350
	Iteration 2F: 3 clusters Score -134456.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -134507.140625 Penalty: 3552.933350
	Iteration 3Q: 3 clusters Score -134507.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -134526.687500 Penalty: 3552.933350
	Iteration 4Q: 3 clusters Score -134526.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134538.593750 Penalty: 3552.933350
	Iteration 5Q: 3 clusters Score -134538.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134561.796875 Penalty: 3552.933350
	Iteration 6Q: 3 clusters Score -134561.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134580.359375 Penalty: 3552.933350
	Iteration 7Q: 3 clusters Score -134580.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134594.250000 Penalty: 3552.933350
	Iteration 8Q: 3 clusters Score -134594.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -134601.953125 Penalty: 3552.933350
	Iteration 9Q: 3 clusters Score -134602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -134613.812500 Penalty: 3552.933350
	Iteration 10Q: 3 clusters Score -134613.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134626.046875 Penalty: 3552.933350
	Iteration 11Q: 3 clusters Score -134626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134635.953125 Penalty: 3552.933350
	Iteration 12Q: 3 clusters Score -134636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -134646.609375 Penalty: 3552.933350
	Iteration 13Q: 3 clusters Score -134646.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134650.718750 Penalty: 3552.933350
	Iteration 14Q: 3 clusters Score -134650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134651.828125 Penalty: 3552.933350
	Iteration 15Q: 3 clusters Score -134651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134653.296875 Penalty: 3552.933350
	Iteration 16Q: 3 clusters Score -134653.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134653.296875 Penalty: 3552.933350
	Iteration 17F: 3 clusters Score -134653.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Entering Unmasked Estep 
Score: -1481998.500000 Penalty: 2339.722168
	Iteration 0F: 2 clusters Score -1481998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1472707.750000 Penalty: 4679.444336
	Iteration 0F: 3 clusters Score -1472708 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1475583.875000 Penalty: 4679.444336
	Iteration 1F: 3 clusters Score -1475584 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1475905.750000 Penalty: 4679.444336
	Iteration 2F: 3 clusters Score -1475906 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1476140.125000 Penalty: 4679.444336
	Iteration 3Q: 3 clusters Score -1476140 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1476315.750000 Penalty: 4679.444336
	Iteration 4Q: 3 clusters Score -1476316 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1476460.250000 Penalty: 4679.444336
	Iteration 5Q: 3 clusters Score -1476460 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1476584.750000 Penalty: 4679.444336
	Iteration 6Q: 3 clusters Score -1476585 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1476713.375000 Penalty: 4679.444336
	Iteration 7Q: 3 clusters Score -1476713 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1476844.375000 Penalty: 4679.444336
	Iteration 8Q: 3 clusters Score -1476844 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1476944.000000 Penalty: 4679.444336
	Iteration 9Q: 3 clusters Score -1476944 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1477043.375000 Penalty: 4679.444336
	Iteration 10Q: 3 clusters Score -1477043 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1477138.625000 Penalty: 4679.444336
	Iteration 11Q: 3 clusters Score -1477139 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1477215.500000 Penalty: 4679.444336
	Iteration 12Q: 3 clusters Score -1477216 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1477303.875000 Penalty: 4679.444336
	Iteration 13Q: 3 clusters Score -1477304 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1477389.125000 Penalty: 4679.444336
	Iteration 14Q: 3 clusters Score -1477389 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1477487.375000 Penalty: 4679.444336
	Iteration 15Q: 3 clusters Score -1477487 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1477576.250000 Penalty: 4679.444336
	Iteration 16Q: 3 clusters Score -1477576 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1477690.125000 Penalty: 4679.444336
	Iteration 17Q: 3 clusters Score -1477690 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1477839.125000 Penalty: 4679.444336
	Iteration 18Q: 3 clusters Score -1477839 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1478007.000000 Penalty: 4679.444336
	Iteration 19Q: 3 clusters Score -1478007 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1478182.750000 Penalty: 4679.444336
	Iteration 20F: 3 clusters Score -1478183 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1478401.125000 Penalty: 4679.444336
	Iteration 21Q: 3 clusters Score -1478401 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1478577.500000 Penalty: 4679.444336
	Iteration 22Q: 3 clusters Score -1478578 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1478725.875000 Penalty: 4679.444336
	Iteration 23Q: 3 clusters Score -1478726 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1478822.000000 Penalty: 4679.444336
	Iteration 24Q: 3 clusters Score -1478822 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1478871.375000 Penalty: 4679.444336
	Iteration 25Q: 3 clusters Score -1478871 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1478912.125000 Penalty: 4679.444336
	Iteration 26Q: 3 clusters Score -1478912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1478938.000000 Penalty: 4679.444336
	Iteration 27Q: 3 clusters Score -1478938 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1478955.875000 Penalty: 4679.444336
	Iteration 28Q: 3 clusters Score -1478956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1478965.625000 Penalty: 4679.444336
	Iteration 29Q: 3 clusters Score -1478966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1478973.625000 Penalty: 4679.444336
	Iteration 30Q: 3 clusters Score -1478974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1478983.000000 Penalty: 4679.444336
	Iteration 31Q: 3 clusters Score -1478983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1478990.250000 Penalty: 4679.444336
	Iteration 32Q: 3 clusters Score -1478990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1478994.750000 Penalty: 4679.444336
	Iteration 33Q: 3 clusters Score -1478995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1478998.250000 Penalty: 4679.444336
	Iteration 34Q: 3 clusters Score -1478998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1478999.375000 Penalty: 4679.444336
	Iteration 35Q: 3 clusters Score -1478999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1479009.250000 Penalty: 4679.444336
	Iteration 36Q: 3 clusters Score -1479009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1479013.500000 Penalty: 4679.444336
	Iteration 37Q: 3 clusters Score -1479014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1479015.750000 Penalty: 4679.444336
	Iteration 38Q: 3 clusters Score -1479016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1479020.625000 Penalty: 4679.444336
	Iteration 39Q: 3 clusters Score -1479021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1479016.500000 Penalty: 4679.444336
	Iteration 40F: 3 clusters Score -1479016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1479024.125000 Penalty: 4679.444336
	Iteration 41Q: 3 clusters Score -1479024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1479026.375000 Penalty: 4679.444336
	Iteration 42Q: 3 clusters Score -1479026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1479025.750000 Penalty: 4679.444336
	Iteration 43Q: 3 clusters Score -1479026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1479024.875000 Penalty: 4679.444336
	Iteration 44Q: 3 clusters Score -1479025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1479025.500000 Penalty: 4679.444336
	Iteration 45Q: 3 clusters Score -1479026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1479031.000000 Penalty: 4679.444336
	Iteration 46Q: 3 clusters Score -1479031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1479031.750000 Penalty: 4679.444336
	Iteration 47Q: 3 clusters Score -1479032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1479031.500000 Penalty: 4679.444336
	Iteration 48Q: 3 clusters Score -1479032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1479034.750000 Penalty: 4679.444336
	Iteration 49Q: 3 clusters Score -1479035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1479034.250000 Penalty: 4679.444336
	Iteration 50Q: 3 clusters Score -1479034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1479033.000000 Penalty: 4679.444336
	Iteration 51Q: 3 clusters Score -1479033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1479032.750000 Penalty: 4679.444336
	Iteration 52Q: 3 clusters Score -1479033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1479032.750000 Penalty: 4679.444336
	Iteration 53F: 3 clusters Score -1479033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (186158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186158 members 
Entering Unmasked Estep 
Score: -21602500.000000 Penalty: 3009.319092
	Iteration 0F: 2 clusters Score -2.16025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92854 members 
Mstep: Class 2 contains 93304 members 
Entering Unmasked Estep 
Score: -21481494.000000 Penalty: 6018.638184
	Iteration 0F: 3 clusters Score -2.148149e+07 nChanged 89470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 96430 members 
Entering Unmasked Estep 
Score: -21533112.000000 Penalty: 6018.638184
	Iteration 1F: 3 clusters Score -2.153311e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87822 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -21534190.000000 Penalty: 6018.638184
	Iteration 2Q: 3 clusters Score -2.153419e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84829 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -21535838.000000 Penalty: 6018.638184
	Iteration 3Q: 3 clusters Score -2.153584e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 105805 members 
Entering Unmasked Estep 
Score: -21538296.000000 Penalty: 6018.638184
	Iteration 4Q: 3 clusters Score -2.15383e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 112286 members 
Entering Unmasked Estep 
Score: -21542178.000000 Penalty: 6018.638184
	Iteration 5Q: 3 clusters Score -2.154218e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 121430 members 
Entering Unmasked Estep 
Score: -21548370.000000 Penalty: 6018.638184
	Iteration 6F: 3 clusters Score -2.154837e+07 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 133368 members 
Entering Unmasked Estep 
Score: -21557626.000000 Penalty: 6018.638184
	Iteration 7F: 3 clusters Score -2.155763e+07 nChanged 13956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 147142 members 
Entering Unmasked Estep 
Score: -21569604.000000 Penalty: 6018.638184
	Iteration 8F: 3 clusters Score -2.15696e+07 nChanged 13611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 160673 members 
Entering Unmasked Estep 
Score: -21580776.000000 Penalty: 6018.638184
	Iteration 9F: 3 clusters Score -2.158078e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 171318 members 
Entering Unmasked Estep 
Score: -21589764.000000 Penalty: 6018.638184
	Iteration 10F: 3 clusters Score -2.158976e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 177995 members 
Entering Unmasked Estep 
Score: -21594816.000000 Penalty: 6018.638184
	Iteration 11Q: 3 clusters Score -2.159482e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 181798 members 
Entering Unmasked Estep 
Score: -21597370.000000 Penalty: 6018.638184
	Iteration 12Q: 3 clusters Score -2.159737e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 183654 members 
Entering Unmasked Estep 
Score: -21598586.000000 Penalty: 6018.638184
	Iteration 13Q: 3 clusters Score -2.159859e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 184510 members 
Entering Unmasked Estep 
Score: -21599104.000000 Penalty: 6018.638184
	Iteration 14Q: 3 clusters Score -2.15991e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 184923 members 
Entering Unmasked Estep 
Score: -21599448.000000 Penalty: 6018.638184
	Iteration 15Q: 3 clusters Score -2.159945e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 185156 members 
Entering Unmasked Estep 
Score: -21599630.000000 Penalty: 6018.638184
	Iteration 16Q: 3 clusters Score -2.159963e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 185300 members 
Entering Unmasked Estep 
Score: -21599678.000000 Penalty: 6018.638184
	Iteration 17Q: 3 clusters Score -2.159968e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 185386 members 
Entering Unmasked Estep 
Score: -21599762.000000 Penalty: 6018.638184
	Iteration 18Q: 3 clusters Score -2.159976e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 185442 members 
Entering Unmasked Estep 
Score: -21599812.000000 Penalty: 6018.638184
	Iteration 19Q: 3 clusters Score -2.159981e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 185477 members 
Entering Unmasked Estep 
Score: -21599842.000000 Penalty: 6018.638184
	Iteration 20F: 3 clusters Score -2.159984e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 185504 members 
Entering Unmasked Estep 
Score: -21599886.000000 Penalty: 6018.638184
	Iteration 21Q: 3 clusters Score -2.159989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 185515 members 
Entering Unmasked Estep 
Score: -21599910.000000 Penalty: 6018.638184
	Iteration 22Q: 3 clusters Score -2.159991e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 185535 members 
Entering Unmasked Estep 
Score: -21599958.000000 Penalty: 6018.638184
	Iteration 23Q: 3 clusters Score -2.159996e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 185547 members 
Entering Unmasked Estep 
Score: -21599966.000000 Penalty: 6018.638184
	Iteration 24Q: 3 clusters Score -2.159997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 185555 members 
Entering Unmasked Estep 
Score: -21599992.000000 Penalty: 6018.638184
	Iteration 25Q: 3 clusters Score -2.159999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 185567 members 
Entering Unmasked Estep 
Score: -21600008.000000 Penalty: 6018.638184
	Iteration 26Q: 3 clusters Score -2.160001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 185573 members 
Entering Unmasked Estep 
Score: -21600002.000000 Penalty: 6018.638184
	Iteration 27Q: 3 clusters Score -2.16e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 185581 members 
Entering Unmasked Estep 
Score: -21599984.000000 Penalty: 6018.638184
	Iteration 28Q: 3 clusters Score -2.159998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 185584 members 
Entering Unmasked Estep 
Score: -21600000.000000 Penalty: 6018.638184
	Iteration 29Q: 3 clusters Score -2.16e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 185586 members 
Entering Unmasked Estep 
Score: -21600006.000000 Penalty: 6018.638184
	Iteration 30Q: 3 clusters Score -2.160001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 185590 members 
Entering Unmasked Estep 
Score: -21600008.000000 Penalty: 6018.638184
	Iteration 31Q: 3 clusters Score -2.160001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 185594 members 
Entering Unmasked Estep 
Score: -21600004.000000 Penalty: 6018.638184
	Iteration 32Q: 3 clusters Score -2.16e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 185599 members 
Entering Unmasked Estep 
Score: -21600006.000000 Penalty: 6018.638184
	Iteration 33Q: 3 clusters Score -2.160001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 185602 members 
Entering Unmasked Estep 
Score: -21600012.000000 Penalty: 6018.638184
	Iteration 34Q: 3 clusters Score -2.160001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 185603 members 
Entering Unmasked Estep 
Score: -21600020.000000 Penalty: 6018.638184
	Iteration 35Q: 3 clusters Score -2.160002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 185605 members 
Entering Unmasked Estep 
Score: -21600020.000000 Penalty: 6018.638184
	Iteration 36Q: 3 clusters Score -2.160002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 185605 members 
Entering Unmasked Estep 
Score: -21600020.000000 Penalty: 6018.638184
	Iteration 37F: 3 clusters Score -2.160002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (247847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247847 members 
Entering Unmasked Estep 
Score: -28752054.000000 Penalty: 3080.300537
	Iteration 0F: 2 clusters Score -2.875205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123675 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -28594226.000000 Penalty: 6160.601074
	Iteration 0F: 3 clusters Score -2.859423e+07 nChanged 119570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122259 members 
Mstep: Class 2 contains 125588 members 
Entering Unmasked Estep 
Score: -28664118.000000 Penalty: 6160.601074
	Iteration 1F: 3 clusters Score -2.866412e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121061 members 
Mstep: Class 2 contains 126786 members 
Entering Unmasked Estep 
Score: -28665066.000000 Penalty: 6160.601074
	Iteration 2Q: 3 clusters Score -2.866507e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119008 members 
Mstep: Class 2 contains 128839 members 
Entering Unmasked Estep 
Score: -28666482.000000 Penalty: 6160.601074
	Iteration 3Q: 3 clusters Score -2.866648e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115690 members 
Mstep: Class 2 contains 132157 members 
Entering Unmasked Estep 
Score: -28668420.000000 Penalty: 6160.601074
	Iteration 4Q: 3 clusters Score -2.866842e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110520 members 
Mstep: Class 2 contains 137327 members 
Entering Unmasked Estep 
Score: -28671808.000000 Penalty: 6160.601074
	Iteration 5Q: 3 clusters Score -2.867181e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102785 members 
Mstep: Class 2 contains 145062 members 
Entering Unmasked Estep 
Score: -28677034.000000 Penalty: 6160.601074
	Iteration 6Q: 3 clusters Score -2.867703e+07 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 156080 members 
Entering Unmasked Estep 
Score: -28685336.000000 Penalty: 6160.601074
	Iteration 7F: 3 clusters Score -2.868534e+07 nChanged 15968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77923 members 
Mstep: Class 2 contains 169924 members 
Entering Unmasked Estep 
Score: -28697148.000000 Penalty: 6160.601074
	Iteration 8F: 3 clusters Score -2.869715e+07 nChanged 16340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 184188 members 
Entering Unmasked Estep 
Score: -28709672.000000 Penalty: 6160.601074
	Iteration 9F: 3 clusters Score -2.870967e+07 nChanged 14590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 196402 members 
Entering Unmasked Estep 
Score: -28720232.000000 Penalty: 6160.601074
	Iteration 10F: 3 clusters Score -2.872023e+07 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 205494 members 
Entering Unmasked Estep 
Score: -28727604.000000 Penalty: 6160.601074
	Iteration 11Q: 3 clusters Score -2.87276e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 212150 members 
Entering Unmasked Estep 
Score: -28732622.000000 Penalty: 6160.601074
	Iteration 12Q: 3 clusters Score -2.873262e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 217413 members 
Entering Unmasked Estep 
Score: -28735786.000000 Penalty: 6160.601074
	Iteration 13Q: 3 clusters Score -2.873579e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 221691 members 
Entering Unmasked Estep 
Score: -28738110.000000 Penalty: 6160.601074
	Iteration 14Q: 3 clusters Score -2.873811e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 225373 members 
Entering Unmasked Estep 
Score: -28740054.000000 Penalty: 6160.601074
	Iteration 15Q: 3 clusters Score -2.874005e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 228562 members 
Entering Unmasked Estep 
Score: -28741752.000000 Penalty: 6160.601074
	Iteration 16Q: 3 clusters Score -2.874175e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 231326 members 
Entering Unmasked Estep 
Score: -28743378.000000 Penalty: 6160.601074
	Iteration 17Q: 3 clusters Score -2.874338e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 233736 members 
Entering Unmasked Estep 
Score: -28744852.000000 Penalty: 6160.601074
	Iteration 18Q: 3 clusters Score -2.874485e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 235775 members 
Entering Unmasked Estep 
Score: -28746164.000000 Penalty: 6160.601074
	Iteration 19Q: 3 clusters Score -2.874616e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 237419 members 
Entering Unmasked Estep 
Score: -28747220.000000 Penalty: 6160.601074
	Iteration 20F: 3 clusters Score -2.874722e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 238716 members 
Entering Unmasked Estep 
Score: -28747930.000000 Penalty: 6160.601074
	Iteration 21Q: 3 clusters Score -2.874793e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 239694 members 
Entering Unmasked Estep 
Score: -28748522.000000 Penalty: 6160.601074
	Iteration 22Q: 3 clusters Score -2.874852e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 240471 members 
Entering Unmasked Estep 
Score: -28748990.000000 Penalty: 6160.601074
	Iteration 23Q: 3 clusters Score -2.874899e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 241041 members 
Entering Unmasked Estep 
Score: -28749290.000000 Penalty: 6160.601074
	Iteration 24Q: 3 clusters Score -2.874929e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 241467 members 
Entering Unmasked Estep 
Score: -28749536.000000 Penalty: 6160.601074
	Iteration 25Q: 3 clusters Score -2.874954e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 241747 members 
Entering Unmasked Estep 
Score: -28749690.000000 Penalty: 6160.601074
	Iteration 26Q: 3 clusters Score -2.874969e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 241992 members 
Entering Unmasked Estep 
Score: -28749762.000000 Penalty: 6160.601074
	Iteration 27Q: 3 clusters Score -2.874976e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 242190 members 
Entering Unmasked Estep 
Score: -28749824.000000 Penalty: 6160.601074
	Iteration 28Q: 3 clusters Score -2.874982e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 242346 members 
Entering Unmasked Estep 
Score: -28749836.000000 Penalty: 6160.601074
	Iteration 29Q: 3 clusters Score -2.874984e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 242482 members 
Entering Unmasked Estep 
Score: -28749836.000000 Penalty: 6160.601074
	Iteration 30Q: 3 clusters Score -2.874984e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 242580 members 
Entering Unmasked Estep 
Score: -28749906.000000 Penalty: 6160.601074
	Iteration 31Q: 3 clusters Score -2.874991e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 242651 members 
Entering Unmasked Estep 
Score: -28749946.000000 Penalty: 6160.601074
	Iteration 32Q: 3 clusters Score -2.874995e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 242698 members 
Entering Unmasked Estep 
Score: -28749982.000000 Penalty: 6160.601074
	Iteration 33Q: 3 clusters Score -2.874998e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 242741 members 
Entering Unmasked Estep 
Score: -28750010.000000 Penalty: 6160.601074
	Iteration 34Q: 3 clusters Score -2.875001e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 242765 members 
Entering Unmasked Estep 
Score: -28750026.000000 Penalty: 6160.601074
	Iteration 35Q: 3 clusters Score -2.875003e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 242788 members 
Entering Unmasked Estep 
Score: -28750056.000000 Penalty: 6160.601074
	Iteration 36Q: 3 clusters Score -2.875006e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 242806 members 
Entering Unmasked Estep 
Score: -28750070.000000 Penalty: 6160.601074
	Iteration 37Q: 3 clusters Score -2.875007e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 242835 members 
Entering Unmasked Estep 
Score: -28750120.000000 Penalty: 6160.601074
	Iteration 38Q: 3 clusters Score -2.875012e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 242847 members 
Entering Unmasked Estep 
Score: -28750130.000000 Penalty: 6160.601074
	Iteration 39Q: 3 clusters Score -2.875013e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 242853 members 
Entering Unmasked Estep 
Score: -28750170.000000 Penalty: 6160.601074
	Iteration 40F: 3 clusters Score -2.875017e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 242848 members 
Entering Unmasked Estep 
Score: -28750176.000000 Penalty: 6160.601074
	Iteration 41Q: 3 clusters Score -2.875018e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 242843 members 
Entering Unmasked Estep 
Score: -28750196.000000 Penalty: 6160.601074
	Iteration 42Q: 3 clusters Score -2.87502e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 242835 members 
Entering Unmasked Estep 
Score: -28750214.000000 Penalty: 6160.601074
	Iteration 43Q: 3 clusters Score -2.875021e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 242836 members 
Entering Unmasked Estep 
Score: -28750206.000000 Penalty: 6160.601074
	Iteration 44Q: 3 clusters Score -2.875021e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 242839 members 
Entering Unmasked Estep 
Score: -28750210.000000 Penalty: 6160.601074
	Iteration 45Q: 3 clusters Score -2.875021e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 242842 members 
Entering Unmasked Estep 
Score: -28750214.000000 Penalty: 6160.601074
	Iteration 46Q: 3 clusters Score -2.875021e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 242842 members 
Entering Unmasked Estep 
Score: -28750226.000000 Penalty: 6160.601074
	Iteration 47Q: 3 clusters Score -2.875023e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 242844 members 
Entering Unmasked Estep 
Score: -28750258.000000 Penalty: 6160.601074
	Iteration 48Q: 3 clusters Score -2.875026e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 242848 members 
Entering Unmasked Estep 
Score: -28750242.000000 Penalty: 6160.601074
	Iteration 49Q: 3 clusters Score -2.875024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 242848 members 
Entering Unmasked Estep 
Score: -28750234.000000 Penalty: 6160.601074
	Iteration 50Q: 3 clusters Score -2.875023e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 242847 members 
Entering Unmasked Estep 
Score: -28750268.000000 Penalty: 6160.601074
	Iteration 51Q: 3 clusters Score -2.875027e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 242850 members 
Entering Unmasked Estep 
Score: -28750288.000000 Penalty: 6160.601074
	Iteration 52Q: 3 clusters Score -2.875029e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 242854 members 
Entering Unmasked Estep 
Score: -28750280.000000 Penalty: 6160.601074
	Iteration 53Q: 3 clusters Score -2.875028e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 242865 members 
Entering Unmasked Estep 
Score: -28750266.000000 Penalty: 6160.601074
	Iteration 54Q: 3 clusters Score -2.875027e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 242876 members 
Entering Unmasked Estep 
Score: -28750312.000000 Penalty: 6160.601074
	Iteration 55Q: 3 clusters Score -2.875031e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 242885 members 
Entering Unmasked Estep 
Score: -28750322.000000 Penalty: 6160.601074
	Iteration 56Q: 3 clusters Score -2.875032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 242893 members 
Entering Unmasked Estep 
Score: -28750334.000000 Penalty: 6160.601074
	Iteration 57Q: 3 clusters Score -2.875033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 242905 members 
Entering Unmasked Estep 
Score: -28750352.000000 Penalty: 6160.601074
	Iteration 58Q: 3 clusters Score -2.875035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 242915 members 
Entering Unmasked Estep 
Score: -28750342.000000 Penalty: 6160.601074
	Iteration 59Q: 3 clusters Score -2.875034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 242925 members 
Entering Unmasked Estep 
Score: -28750338.000000 Penalty: 6160.601074
	Iteration 60F: 3 clusters Score -2.875034e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 242937 members 
Entering Unmasked Estep 
Score: -28750392.000000 Penalty: 6160.601074
	Iteration 61Q: 3 clusters Score -2.875039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 242950 members 
Entering Unmasked Estep 
Score: -28750398.000000 Penalty: 6160.601074
	Iteration 62Q: 3 clusters Score -2.87504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 242956 members 
Entering Unmasked Estep 
Score: -28750394.000000 Penalty: 6160.601074
	Iteration 63Q: 3 clusters Score -2.875039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 242963 members 
Entering Unmasked Estep 
Score: -28750374.000000 Penalty: 6160.601074
	Iteration 64Q: 3 clusters Score -2.875037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 242971 members 
Entering Unmasked Estep 
Score: -28750360.000000 Penalty: 6160.601074
	Iteration 65Q: 3 clusters Score -2.875036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 242980 members 
Entering Unmasked Estep 
Score: -28750396.000000 Penalty: 6160.601074
	Iteration 66Q: 3 clusters Score -2.87504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 242984 members 
Entering Unmasked Estep 
Score: -28750378.000000 Penalty: 6160.601074
	Iteration 67Q: 3 clusters Score -2.875038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 242985 members 
Entering Unmasked Estep 
Score: -28750400.000000 Penalty: 6160.601074
	Iteration 68Q: 3 clusters Score -2.87504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 242987 members 
Entering Unmasked Estep 
Score: -28750402.000000 Penalty: 6160.601074
	Iteration 69Q: 3 clusters Score -2.87504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 242983 members 
Entering Unmasked Estep 
Score: -28750406.000000 Penalty: 6160.601074
	Iteration 70Q: 3 clusters Score -2.875041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 242983 members 
Entering Unmasked Estep 
Score: -28750420.000000 Penalty: 6160.601074
	Iteration 71Q: 3 clusters Score -2.875042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 242992 members 
Entering Unmasked Estep 
Score: -28750400.000000 Penalty: 6160.601074
	Iteration 72Q: 3 clusters Score -2.87504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 242996 members 
Entering Unmasked Estep 
Score: -28750390.000000 Penalty: 6160.601074
	Iteration 73Q: 3 clusters Score -2.875039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 242999 members 
Entering Unmasked Estep 
Score: -28750394.000000 Penalty: 6160.601074
	Iteration 74Q: 3 clusters Score -2.875039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 243008 members 
Entering Unmasked Estep 
Score: -28750384.000000 Penalty: 6160.601074
	Iteration 75Q: 3 clusters Score -2.875038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 243019 members 
Entering Unmasked Estep 
Score: -28750396.000000 Penalty: 6160.601074
	Iteration 76Q: 3 clusters Score -2.87504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 243025 members 
Entering Unmasked Estep 
Score: -28750400.000000 Penalty: 6160.601074
	Iteration 77Q: 3 clusters Score -2.87504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 243031 members 
Entering Unmasked Estep 
Score: -28750390.000000 Penalty: 6160.601074
	Iteration 78Q: 3 clusters Score -2.875039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 243035 members 
Entering Unmasked Estep 
Score: -28750400.000000 Penalty: 6160.601074
	Iteration 79Q: 3 clusters Score -2.87504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 243038 members 
Entering Unmasked Estep 
Score: -28750404.000000 Penalty: 6160.601074
	Iteration 80F: 3 clusters Score -2.87504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 243041 members 
Entering Unmasked Estep 
Score: -28750414.000000 Penalty: 6160.601074
	Iteration 81Q: 3 clusters Score -2.875041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 243041 members 
Entering Unmasked Estep 
Score: -28750402.000000 Penalty: 6160.601074
	Iteration 82Q: 3 clusters Score -2.87504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 243045 members 
Entering Unmasked Estep 
Score: -28750410.000000 Penalty: 6160.601074
	Iteration 83Q: 3 clusters Score -2.875041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 243055 members 
Entering Unmasked Estep 
Score: -28750412.000000 Penalty: 6160.601074
	Iteration 84Q: 3 clusters Score -2.875041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 243060 members 
Entering Unmasked Estep 
Score: -28750416.000000 Penalty: 6160.601074
	Iteration 85Q: 3 clusters Score -2.875042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 243061 members 
Entering Unmasked Estep 
Score: -28750418.000000 Penalty: 6160.601074
	Iteration 86Q: 3 clusters Score -2.875042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 243060 members 
Entering Unmasked Estep 
Score: -28750418.000000 Penalty: 6160.601074
	Iteration 87Q: 3 clusters Score -2.875042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 243061 members 
Entering Unmasked Estep 
Score: -28750422.000000 Penalty: 6160.601074
	Iteration 88Q: 3 clusters Score -2.875042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 243058 members 
Entering Unmasked Estep 
Score: -28750436.000000 Penalty: 6160.601074
	Iteration 89Q: 3 clusters Score -2.875044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 243055 members 
Entering Unmasked Estep 
Score: -28750444.000000 Penalty: 6160.601074
	Iteration 90Q: 3 clusters Score -2.875044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 243055 members 
Entering Unmasked Estep 
Score: -28750426.000000 Penalty: 6160.601074
	Iteration 91Q: 3 clusters Score -2.875043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 243055 members 
Entering Unmasked Estep 
Score: -28750442.000000 Penalty: 6160.601074
	Iteration 92Q: 3 clusters Score -2.875044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 243055 members 
Entering Unmasked Estep 
Score: -28750444.000000 Penalty: 6160.601074
	Iteration 93Q: 3 clusters Score -2.875044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 243060 members 
Entering Unmasked Estep 
Score: -28750450.000000 Penalty: 6160.601074
	Iteration 94Q: 3 clusters Score -2.875045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 243056 members 
Entering Unmasked Estep 
Score: -28750454.000000 Penalty: 6160.601074
	Iteration 95Q: 3 clusters Score -2.875045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 243055 members 
Entering Unmasked Estep 
Score: -28750466.000000 Penalty: 6160.601074
	Iteration 96Q: 3 clusters Score -2.875047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 243057 members 
Entering Unmasked Estep 
Score: -28750482.000000 Penalty: 6160.601074
	Iteration 97Q: 3 clusters Score -2.875048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 243058 members 
Entering Unmasked Estep 
Score: -28750474.000000 Penalty: 6160.601074
	Iteration 98Q: 3 clusters Score -2.875047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 243059 members 
Entering Unmasked Estep 
Score: -28750470.000000 Penalty: 6160.601074
	Iteration 99Q: 3 clusters Score -2.875047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 243060 members 
Entering Unmasked Estep 
Score: -28750482.000000 Penalty: 6160.601074
	Iteration 100F: 3 clusters Score -2.875048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 243064 members 
Entering Unmasked Estep 
Score: -28750470.000000 Penalty: 6160.601074
	Iteration 101Q: 3 clusters Score -2.875047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 243066 members 
Entering Unmasked Estep 
Score: -28750480.000000 Penalty: 6160.601074
	Iteration 102Q: 3 clusters Score -2.875048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 243066 members 
Entering Unmasked Estep 
Score: -28750476.000000 Penalty: 6160.601074
	Iteration 103Q: 3 clusters Score -2.875048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 243064 members 
Entering Unmasked Estep 
Score: -28750464.000000 Penalty: 6160.601074
	Iteration 104Q: 3 clusters Score -2.875046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 243064 members 
Entering Unmasked Estep 
Score: -28750464.000000 Penalty: 6160.601074
	Iteration 105F: 3 clusters Score -2.875046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -314012.593750 Penalty: 1949.517090
	Iteration 0F: 2 clusters Score -314012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -311003.562500 Penalty: 3899.034180
	Iteration 0F: 3 clusters Score -311003.6 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -311528.468750 Penalty: 3899.034180
	Iteration 1F: 3 clusters Score -311528.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -311655.718750 Penalty: 3899.034180
	Iteration 2F: 3 clusters Score -311655.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -311729.218750 Penalty: 3899.034180
	Iteration 3Q: 3 clusters Score -311729.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -311785.625000 Penalty: 3899.034180
	Iteration 4Q: 3 clusters Score -311785.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -311826.468750 Penalty: 3899.034180
	Iteration 5Q: 3 clusters Score -311826.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -311858.718750 Penalty: 3899.034180
	Iteration 6Q: 3 clusters Score -311858.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -311890.125000 Penalty: 3899.034180
	Iteration 7Q: 3 clusters Score -311890.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -311912.625000 Penalty: 3899.034180
	Iteration 8Q: 3 clusters Score -311912.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -311921.562500 Penalty: 3899.034180
	Iteration 9Q: 3 clusters Score -311921.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -311928.281250 Penalty: 3899.034180
	Iteration 10Q: 3 clusters Score -311928.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -311936.281250 Penalty: 3899.034180
	Iteration 11Q: 3 clusters Score -311936.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -311941.437500 Penalty: 3899.034180
	Iteration 12Q: 3 clusters Score -311941.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -311946.406250 Penalty: 3899.034180
	Iteration 13Q: 3 clusters Score -311946.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -311951.593750 Penalty: 3899.034180
	Iteration 14Q: 3 clusters Score -311951.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -311960.781250 Penalty: 3899.034180
	Iteration 15Q: 3 clusters Score -311960.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -311968.687500 Penalty: 3899.034180
	Iteration 16Q: 3 clusters Score -311968.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -311977.718750 Penalty: 3899.034180
	Iteration 17Q: 3 clusters Score -311977.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -311984.750000 Penalty: 3899.034180
	Iteration 18Q: 3 clusters Score -311984.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -311989.937500 Penalty: 3899.034180
	Iteration 19Q: 3 clusters Score -311989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -311993.750000 Penalty: 3899.034180
	Iteration 20F: 3 clusters Score -311993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -311996.375000 Penalty: 3899.034180
	Iteration 21Q: 3 clusters Score -311996.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -311998.156250 Penalty: 3899.034180
	Iteration 22Q: 3 clusters Score -311998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -311998.781250 Penalty: 3899.034180
	Iteration 23Q: 3 clusters Score -311998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -311999.875000 Penalty: 3899.034180
	Iteration 24Q: 3 clusters Score -311999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -312002.343750 Penalty: 3899.034180
	Iteration 25Q: 3 clusters Score -312002.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -312003.812500 Penalty: 3899.034180
	Iteration 26Q: 3 clusters Score -312003.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -312005.781250 Penalty: 3899.034180
	Iteration 27Q: 3 clusters Score -312005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -312007.468750 Penalty: 3899.034180
	Iteration 28Q: 3 clusters Score -312007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -312008.781250 Penalty: 3899.034180
	Iteration 29Q: 3 clusters Score -312008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -312010.343750 Penalty: 3899.034180
	Iteration 30Q: 3 clusters Score -312010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -312011.875000 Penalty: 3899.034180
	Iteration 31Q: 3 clusters Score -312011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -312013.656250 Penalty: 3899.034180
	Iteration 32Q: 3 clusters Score -312013.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -312016.312500 Penalty: 3899.034180
	Iteration 33Q: 3 clusters Score -312016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -312017.000000 Penalty: 3899.034180
	Iteration 34Q: 3 clusters Score -312017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -312017.000000 Penalty: 3899.034180
	Iteration 35F: 3 clusters Score -312017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -456316.187500 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -456316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -452448.593750 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -452448.6 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -453339.562500 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -453339.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -453497.593750 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -453497.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -453599.687500 Penalty: 4105.596680
	Iteration 3Q: 3 clusters Score -453599.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -453678.562500 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -453678.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -453729.281250 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -453729.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -453771.343750 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -453771.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -453803.312500 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -453803.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -453832.906250 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -453832.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -453863.937500 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -453863.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -453899.468750 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -453899.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -453930.250000 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -453930.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -453968.781250 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -453968.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -453999.218750 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -453999.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -454029.687500 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -454029.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -454061.593750 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -454061.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -454094.187500 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -454094.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -454125.812500 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -454125.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -454152.843750 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -454152.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -454172.437500 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -454172.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -454191.750000 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -454191.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -454209.843750 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -454209.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -454232.250000 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -454232.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -454251.500000 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -454251.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -454273.093750 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -454273.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -454288.781250 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -454288.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -454300.687500 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -454300.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -454311.375000 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -454311.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -454318.187500 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -454318.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -454324.906250 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -454324.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -454332.687500 Penalty: 4105.596680
	Iteration 30Q: 3 clusters Score -454332.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -454344.125000 Penalty: 4105.596680
	Iteration 31Q: 3 clusters Score -454344.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -454360.406250 Penalty: 4105.596680
	Iteration 32Q: 3 clusters Score -454360.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -454378.937500 Penalty: 4105.596680
	Iteration 33Q: 3 clusters Score -454378.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -454397.218750 Penalty: 4105.596680
	Iteration 34Q: 3 clusters Score -454397.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -454419.625000 Penalty: 4105.596680
	Iteration 35Q: 3 clusters Score -454419.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -454437.281250 Penalty: 4105.596680
	Iteration 36Q: 3 clusters Score -454437.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -454446.906250 Penalty: 4105.596680
	Iteration 37Q: 3 clusters Score -454446.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -454452.312500 Penalty: 4105.596680
	Iteration 38Q: 3 clusters Score -454452.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -454455.468750 Penalty: 4105.596680
	Iteration 39Q: 3 clusters Score -454455.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -454462.593750 Penalty: 4105.596680
	Iteration 40F: 3 clusters Score -454462.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -454467.093750 Penalty: 4105.596680
	Iteration 41Q: 3 clusters Score -454467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -454471.687500 Penalty: 4105.596680
	Iteration 42Q: 3 clusters Score -454471.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -454474.437500 Penalty: 4105.596680
	Iteration 43Q: 3 clusters Score -454474.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -454476.468750 Penalty: 4105.596680
	Iteration 44Q: 3 clusters Score -454476.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -454481.125000 Penalty: 4105.596680
	Iteration 45Q: 3 clusters Score -454481.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -454484.875000 Penalty: 4105.596680
	Iteration 46Q: 3 clusters Score -454484.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -454490.375000 Penalty: 4105.596680
	Iteration 47Q: 3 clusters Score -454490.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -454498.281250 Penalty: 4105.596680
	Iteration 48Q: 3 clusters Score -454498.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -454503.406250 Penalty: 4105.596680
	Iteration 49Q: 3 clusters Score -454503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -454507.718750 Penalty: 4105.596680
	Iteration 50Q: 3 clusters Score -454507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -454510.531250 Penalty: 4105.596680
	Iteration 51Q: 3 clusters Score -454510.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -454511.937500 Penalty: 4105.596680
	Iteration 52Q: 3 clusters Score -454511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -454511.750000 Penalty: 4105.596680
	Iteration 53Q: 3 clusters Score -454511.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -454511.718750 Penalty: 4105.596680
	Iteration 54Q: 3 clusters Score -454511.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -454511.718750 Penalty: 4105.596680
	Iteration 55F: 3 clusters Score -454511.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Entering Unmasked Estep 
Score: -4646587.000000 Penalty: 2634.065186
	Iteration 0F: 2 clusters Score -4646587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4618911.500000 Penalty: 5268.130371
	Iteration 0F: 3 clusters Score -4618912 nChanged 18683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -4629043.500000 Penalty: 5268.130371
	Iteration 1F: 3 clusters Score -4629044 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -4629738.000000 Penalty: 5268.130371
	Iteration 2Q: 3 clusters Score -4629738 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -4630382.500000 Penalty: 5268.130371
	Iteration 3Q: 3 clusters Score -4630382 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -4631070.000000 Penalty: 5268.130371
	Iteration 4Q: 3 clusters Score -4631070 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -4631787.000000 Penalty: 5268.130371
	Iteration 5Q: 3 clusters Score -4631787 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4632552.000000 Penalty: 5268.130371
	Iteration 6Q: 3 clusters Score -4632552 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -4633311.500000 Penalty: 5268.130371
	Iteration 7Q: 3 clusters Score -4633312 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -4633979.000000 Penalty: 5268.130371
	Iteration 8Q: 3 clusters Score -4633979 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -4634592.000000 Penalty: 5268.130371
	Iteration 9Q: 3 clusters Score -4634592 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4635102.000000 Penalty: 5268.130371
	Iteration 10Q: 3 clusters Score -4635102 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -4635523.000000 Penalty: 5268.130371
	Iteration 11Q: 3 clusters Score -4635523 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4635929.000000 Penalty: 5268.130371
	Iteration 12Q: 3 clusters Score -4635929 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4636297.000000 Penalty: 5268.130371
	Iteration 13Q: 3 clusters Score -4636297 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -4636589.000000 Penalty: 5268.130371
	Iteration 14Q: 3 clusters Score -4636589 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -4636897.500000 Penalty: 5268.130371
	Iteration 15Q: 3 clusters Score -4636898 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -4637153.500000 Penalty: 5268.130371
	Iteration 16Q: 3 clusters Score -4637154 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4637346.000000 Penalty: 5268.130371
	Iteration 17Q: 3 clusters Score -4637346 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -4637602.500000 Penalty: 5268.130371
	Iteration 18Q: 3 clusters Score -4637602 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -4637793.000000 Penalty: 5268.130371
	Iteration 19Q: 3 clusters Score -4637793 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -4637987.500000 Penalty: 5268.130371
	Iteration 20F: 3 clusters Score -4637988 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -4638167.500000 Penalty: 5268.130371
	Iteration 21Q: 3 clusters Score -4638168 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4638378.500000 Penalty: 5268.130371
	Iteration 22Q: 3 clusters Score -4638378 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -4638637.000000 Penalty: 5268.130371
	Iteration 23Q: 3 clusters Score -4638637 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -4638865.500000 Penalty: 5268.130371
	Iteration 24Q: 3 clusters Score -4638866 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -4639219.000000 Penalty: 5268.130371
	Iteration 25Q: 3 clusters Score -4639219 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -4639571.500000 Penalty: 5268.130371
	Iteration 26Q: 3 clusters Score -4639572 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -4639987.000000 Penalty: 5268.130371
	Iteration 27Q: 3 clusters Score -4639987 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -4640412.500000 Penalty: 5268.130371
	Iteration 28Q: 3 clusters Score -4640412 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -4640877.500000 Penalty: 5268.130371
	Iteration 29Q: 3 clusters Score -4640878 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -4641329.000000 Penalty: 5268.130371
	Iteration 30Q: 3 clusters Score -4641329 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -4641837.500000 Penalty: 5268.130371
	Iteration 31Q: 3 clusters Score -4641838 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -4642358.000000 Penalty: 5268.130371
	Iteration 32Q: 3 clusters Score -4642358 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -4642798.500000 Penalty: 5268.130371
	Iteration 33Q: 3 clusters Score -4642798 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -4643188.500000 Penalty: 5268.130371
	Iteration 34Q: 3 clusters Score -4643188 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -4643509.500000 Penalty: 5268.130371
	Iteration 35Q: 3 clusters Score -4643510 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4643754.000000 Penalty: 5268.130371
	Iteration 36Q: 3 clusters Score -4643754 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -4643943.500000 Penalty: 5268.130371
	Iteration 37Q: 3 clusters Score -4643944 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4644050.500000 Penalty: 5268.130371
	Iteration 38Q: 3 clusters Score -4644050 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -4644134.500000 Penalty: 5268.130371
	Iteration 39Q: 3 clusters Score -4644134 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4644215.500000 Penalty: 5268.130371
	Iteration 40F: 3 clusters Score -4644216 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4644272.500000 Penalty: 5268.130371
	Iteration 41Q: 3 clusters Score -4644272 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4644300.500000 Penalty: 5268.130371
	Iteration 42Q: 3 clusters Score -4644300 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4644343.000000 Penalty: 5268.130371
	Iteration 43Q: 3 clusters Score -4644343 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4644374.500000 Penalty: 5268.130371
	Iteration 44Q: 3 clusters Score -4644374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4644395.000000 Penalty: 5268.130371
	Iteration 45Q: 3 clusters Score -4644395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4644396.000000 Penalty: 5268.130371
	Iteration 46Q: 3 clusters Score -4644396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4644430.000000 Penalty: 5268.130371
	Iteration 47Q: 3 clusters Score -4644430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4644439.500000 Penalty: 5268.130371
	Iteration 48Q: 3 clusters Score -4644440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4644443.500000 Penalty: 5268.130371
	Iteration 49Q: 3 clusters Score -4644444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4644453.000000 Penalty: 5268.130371
	Iteration 50Q: 3 clusters Score -4644453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4644455.000000 Penalty: 5268.130371
	Iteration 51Q: 3 clusters Score -4644455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4644458.500000 Penalty: 5268.130371
	Iteration 52Q: 3 clusters Score -4644458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4644465.500000 Penalty: 5268.130371
	Iteration 53Q: 3 clusters Score -4644466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4644468.500000 Penalty: 5268.130371
	Iteration 54Q: 3 clusters Score -4644468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4644472.500000 Penalty: 5268.130371
	Iteration 55Q: 3 clusters Score -4644472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4644466.500000 Penalty: 5268.130371
	Iteration 56Q: 3 clusters Score -4644466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4644468.000000 Penalty: 5268.130371
	Iteration 57Q: 3 clusters Score -4644468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4644474.000000 Penalty: 5268.130371
	Iteration 58Q: 3 clusters Score -4644474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4644471.000000 Penalty: 5268.130371
	Iteration 59Q: 3 clusters Score -4644471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4644466.500000 Penalty: 5268.130371
	Iteration 60F: 3 clusters Score -4644466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4644474.000000 Penalty: 5268.130371
	Iteration 61Q: 3 clusters Score -4644474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4644479.500000 Penalty: 5268.130371
	Iteration 62Q: 3 clusters Score -4644480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4644470.500000 Penalty: 5268.130371
	Iteration 63Q: 3 clusters Score -4644470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4644474.000000 Penalty: 5268.130371
	Iteration 64Q: 3 clusters Score -4644474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4644473.000000 Penalty: 5268.130371
	Iteration 65Q: 3 clusters Score -4644473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4644471.000000 Penalty: 5268.130371
	Iteration 66Q: 3 clusters Score -4644471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4644474.500000 Penalty: 5268.130371
	Iteration 67Q: 3 clusters Score -4644474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4644471.000000 Penalty: 5268.130371
	Iteration 68Q: 3 clusters Score -4644471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4644470.000000 Penalty: 5268.130371
	Iteration 69Q: 3 clusters Score -4644470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4644468.000000 Penalty: 5268.130371
	Iteration 70Q: 3 clusters Score -4644468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4644468.000000 Penalty: 5268.130371
	Iteration 71F: 3 clusters Score -4644468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Entering Unmasked Estep 
Score: -2779258.000000 Penalty: 2494.503418
	Iteration 0F: 2 clusters Score -2779258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2763018.500000 Penalty: 4989.006836
	Iteration 0F: 3 clusters Score -2763018 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2768480.500000 Penalty: 4989.006836
	Iteration 1F: 3 clusters Score -2768480 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2768870.000000 Penalty: 4989.006836
	Iteration 2Q: 3 clusters Score -2768870 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2769189.750000 Penalty: 4989.006836
	Iteration 3Q: 3 clusters Score -2769190 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2769522.500000 Penalty: 4989.006836
	Iteration 4Q: 3 clusters Score -2769522 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2769922.250000 Penalty: 4989.006836
	Iteration 5Q: 3 clusters Score -2769922 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2770411.000000 Penalty: 4989.006836
	Iteration 6Q: 3 clusters Score -2770411 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2770989.500000 Penalty: 4989.006836
	Iteration 7Q: 3 clusters Score -2770990 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2771720.250000 Penalty: 4989.006836
	Iteration 8Q: 3 clusters Score -2771720 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2772595.000000 Penalty: 4989.006836
	Iteration 9F: 3 clusters Score -2772595 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2773497.250000 Penalty: 4989.006836
	Iteration 10F: 3 clusters Score -2773497 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2774367.000000 Penalty: 4989.006836
	Iteration 11Q: 3 clusters Score -2774367 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2775080.000000 Penalty: 4989.006836
	Iteration 12Q: 3 clusters Score -2775080 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2775685.000000 Penalty: 4989.006836
	Iteration 13Q: 3 clusters Score -2775685 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2776089.000000 Penalty: 4989.006836
	Iteration 14Q: 3 clusters Score -2776089 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2776381.250000 Penalty: 4989.006836
	Iteration 15Q: 3 clusters Score -2776381 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2776627.250000 Penalty: 4989.006836
	Iteration 16Q: 3 clusters Score -2776627 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2776806.250000 Penalty: 4989.006836
	Iteration 17Q: 3 clusters Score -2776806 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -2776899.750000 Penalty: 4989.006836
	Iteration 18Q: 3 clusters Score -2776900 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2776965.250000 Penalty: 4989.006836
	Iteration 19Q: 3 clusters Score -2776965 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -2777013.250000 Penalty: 4989.006836
	Iteration 20F: 3 clusters Score -2777013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2777039.250000 Penalty: 4989.006836
	Iteration 21Q: 3 clusters Score -2777039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2777056.250000 Penalty: 4989.006836
	Iteration 22Q: 3 clusters Score -2777056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2777060.500000 Penalty: 4989.006836
	Iteration 23Q: 3 clusters Score -2777060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2777073.000000 Penalty: 4989.006836
	Iteration 24Q: 3 clusters Score -2777073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2777077.250000 Penalty: 4989.006836
	Iteration 25Q: 3 clusters Score -2777077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2777084.250000 Penalty: 4989.006836
	Iteration 26Q: 3 clusters Score -2777084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2777092.000000 Penalty: 4989.006836
	Iteration 27Q: 3 clusters Score -2777092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -2777102.500000 Penalty: 4989.006836
	Iteration 28Q: 3 clusters Score -2777102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2777116.250000 Penalty: 4989.006836
	Iteration 29Q: 3 clusters Score -2777116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2777128.250000 Penalty: 4989.006836
	Iteration 30Q: 3 clusters Score -2777128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2777137.500000 Penalty: 4989.006836
	Iteration 31Q: 3 clusters Score -2777138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2777144.750000 Penalty: 4989.006836
	Iteration 32Q: 3 clusters Score -2777145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2777149.000000 Penalty: 4989.006836
	Iteration 33Q: 3 clusters Score -2777149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2777151.500000 Penalty: 4989.006836
	Iteration 34Q: 3 clusters Score -2777152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2777148.000000 Penalty: 4989.006836
	Iteration 35Q: 3 clusters Score -2777148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2777151.000000 Penalty: 4989.006836
	Iteration 36Q: 3 clusters Score -2777151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2777153.750000 Penalty: 4989.006836
	Iteration 37Q: 3 clusters Score -2777154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2777154.500000 Penalty: 4989.006836
	Iteration 38Q: 3 clusters Score -2777154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2777156.750000 Penalty: 4989.006836
	Iteration 39Q: 3 clusters Score -2777157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -2777155.250000 Penalty: 4989.006836
	Iteration 40F: 3 clusters Score -2777155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -27973.937500 Penalty: 1410.369873
	Iteration 0F: 2 clusters Score -27973.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26854.298828 Penalty: 2820.739746
	Iteration 0F: 3 clusters Score -26854.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26974.255859 Penalty: 2820.739746
	Iteration 1F: 3 clusters Score -26974.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27015.349609 Penalty: 2820.739746
	Iteration 2Q: 3 clusters Score -27015.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27051.373047 Penalty: 2820.739746
	Iteration 3Q: 3 clusters Score -27051.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27057.375000 Penalty: 2820.739746
	Iteration 4Q: 3 clusters Score -27057.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27059.273438 Penalty: 2820.739746
	Iteration 5Q: 3 clusters Score -27059.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27061.207031 Penalty: 2820.739746
	Iteration 6Q: 3 clusters Score -27061.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27061.207031 Penalty: 2820.739746
	Iteration 7F: 3 clusters Score -27061.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Entering Unmasked Estep 
Score: -6565136.000000 Penalty: 2708.846436
	Iteration 0F: 2 clusters Score -6565136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -6527630.000000 Penalty: 5417.692871
	Iteration 0F: 3 clusters Score -6527630 nChanged 25909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -6541904.000000 Penalty: 5417.692871
	Iteration 1F: 3 clusters Score -6541904 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -6542417.000000 Penalty: 5417.692871
	Iteration 2Q: 3 clusters Score -6542417 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -6542944.500000 Penalty: 5417.692871
	Iteration 3Q: 3 clusters Score -6542944 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -6543511.500000 Penalty: 5417.692871
	Iteration 4Q: 3 clusters Score -6543512 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -6544183.000000 Penalty: 5417.692871
	Iteration 5Q: 3 clusters Score -6544183 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -6545112.500000 Penalty: 5417.692871
	Iteration 6Q: 3 clusters Score -6545112 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -6546533.500000 Penalty: 5417.692871
	Iteration 7F: 3 clusters Score -6546534 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -6548962.000000 Penalty: 5417.692871
	Iteration 8F: 3 clusters Score -6548962 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -6552419.500000 Penalty: 5417.692871
	Iteration 9F: 3 clusters Score -6552420 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -6556199.500000 Penalty: 5417.692871
	Iteration 10F: 3 clusters Score -6556200 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -6559155.000000 Penalty: 5417.692871
	Iteration 11F: 3 clusters Score -6559155 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6560974.500000 Penalty: 5417.692871
	Iteration 12Q: 3 clusters Score -6560974 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6561882.500000 Penalty: 5417.692871
	Iteration 13Q: 3 clusters Score -6561882 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6562291.000000 Penalty: 5417.692871
	Iteration 14Q: 3 clusters Score -6562291 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6562555.000000 Penalty: 5417.692871
	Iteration 15Q: 3 clusters Score -6562555 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6562703.500000 Penalty: 5417.692871
	Iteration 16Q: 3 clusters Score -6562704 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6562811.000000 Penalty: 5417.692871
	Iteration 17Q: 3 clusters Score -6562811 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6562856.000000 Penalty: 5417.692871
	Iteration 18Q: 3 clusters Score -6562856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6562881.000000 Penalty: 5417.692871
	Iteration 19Q: 3 clusters Score -6562881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6562914.000000 Penalty: 5417.692871
	Iteration 20F: 3 clusters Score -6562914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6562931.500000 Penalty: 5417.692871
	Iteration 21Q: 3 clusters Score -6562932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6562945.000000 Penalty: 5417.692871
	Iteration 22Q: 3 clusters Score -6562945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6562956.500000 Penalty: 5417.692871
	Iteration 23Q: 3 clusters Score -6562956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6562972.500000 Penalty: 5417.692871
	Iteration 24Q: 3 clusters Score -6562972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6562989.000000 Penalty: 5417.692871
	Iteration 25Q: 3 clusters Score -6562989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6562982.000000 Penalty: 5417.692871
	Iteration 26Q: 3 clusters Score -6562982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6562982.000000 Penalty: 5417.692871
	Iteration 27Q: 3 clusters Score -6562982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6562989.500000 Penalty: 5417.692871
	Iteration 28Q: 3 clusters Score -6562990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6563009.000000 Penalty: 5417.692871
	Iteration 29Q: 3 clusters Score -6563009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6563026.000000 Penalty: 5417.692871
	Iteration 30Q: 3 clusters Score -6563026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6563019.000000 Penalty: 5417.692871
	Iteration 31Q: 3 clusters Score -6563019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6563027.000000 Penalty: 5417.692871
	Iteration 32Q: 3 clusters Score -6563027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6563020.500000 Penalty: 5417.692871
	Iteration 33Q: 3 clusters Score -6563020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6563020.500000 Penalty: 5417.692871
	Iteration 34Q: 3 clusters Score -6563020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6563026.000000 Penalty: 5417.692871
	Iteration 35Q: 3 clusters Score -6563026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6563023.000000 Penalty: 5417.692871
	Iteration 36Q: 3 clusters Score -6563023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6563021.000000 Penalty: 5417.692871
	Iteration 37Q: 3 clusters Score -6563021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6563021.000000 Penalty: 5417.692871
	Iteration 38Q: 3 clusters Score -6563021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6563028.000000 Penalty: 5417.692871
	Iteration 39Q: 3 clusters Score -6563028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6563028.000000 Penalty: 5417.692871
	Iteration 40F: 3 clusters Score -6563028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6563032.500000 Penalty: 5417.692871
	Iteration 41Q: 3 clusters Score -6563032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6563030.000000 Penalty: 5417.692871
	Iteration 42Q: 3 clusters Score -6563030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6563030.500000 Penalty: 5417.692871
	Iteration 43Q: 3 clusters Score -6563030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6563033.000000 Penalty: 5417.692871
	Iteration 44Q: 3 clusters Score -6563033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6563029.000000 Penalty: 5417.692871
	Iteration 45Q: 3 clusters Score -6563029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6563027.000000 Penalty: 5417.692871
	Iteration 46Q: 3 clusters Score -6563027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6563027.500000 Penalty: 5417.692871
	Iteration 47Q: 3 clusters Score -6563028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6563027.500000 Penalty: 5417.692871
	Iteration 48F: 3 clusters Score -6563028 nChanged 0
--- Evaluating fit on full set of 1956292 points ---
Entering Unmasked Estep 
Score: -222196992.000000 Penalty: 53890.011719
23->16 Clusters: Score -222196992.000000, best is -222767936.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 652097 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 27971 members 
Mstep: Class 3 contains 28665 members 
Mstep: Class 4 contains 28577 members 
Mstep: Class 5 contains 28230 members 
Mstep: Class 6 contains 28312 members 
Mstep: Class 7 contains 28211 members 
Mstep: Class 8 contains 28393 members 
Mstep: Class 9 contains 28388 members 
Mstep: Class 10 contains 28378 members 
Mstep: Class 11 contains 28279 members 
Mstep: Class 12 contains 28389 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 28190 members 
Mstep: Class 15 contains 28190 members 
Mstep: Class 16 contains 28259 members 
Mstep: Class 17 contains 28122 members 
Mstep: Class 18 contains 28396 members 
Mstep: Class 19 contains 28883 members 
Mstep: Class 20 contains 28272 members 
Mstep: Class 21 contains 28298 members 
Mstep: Class 22 contains 28477 members 
Mstep: Class 23 contains 28530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 902.706726 but Gain 3320.210938
Score: -72300128.000000 Penalty: 73044.648438
Iteration 0F: 23 clusters Score -7.230013e+07 nChanged 619153
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 19136 members 
Mstep: Class 3 contains 34825 members 
Mstep: Class 4 contains 29115 members 
Mstep: Class 5 contains 33757 members 
Mstep: Class 6 contains 24647 members 
Mstep: Class 7 contains 59479 members 
Mstep: Class 8 contains 22593 members 
Mstep: Class 9 contains 28658 members 
Mstep: Class 10 contains 21946 members 
Mstep: Class 11 contains 48895 members 
Mstep: Class 12 contains 31305 members 
Mstep: Class 13 contains 33904 members 
Mstep: Class 14 contains 23478 members 
Mstep: Class 15 contains 35998 members 
Mstep: Class 16 contains 22513 members 
Mstep: Class 17 contains 37050 members 
Mstep: Class 18 contains 24743 members 
Mstep: Class 19 contains 18097 members 
Mstep: Class 20 contains 24604 members 
Mstep: Class 21 contains 30415 members 
Mstep: Class 22 contains 22555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73678816.000000 Penalty: 73044.648438
Iteration 1F: 23 clusters Score -7.367882e+07 nChanged 223837
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 17820 members 
Mstep: Class 3 contains 40356 members 
Mstep: Class 4 contains 31516 members 
Mstep: Class 5 contains 46997 members 
Mstep: Class 6 contains 28683 members 
Mstep: Class 7 contains 58204 members 
Mstep: Class 8 contains 20852 members 
Mstep: Class 9 contains 19412 members 
Mstep: Class 10 contains 24890 members 
Mstep: Class 11 contains 37480 members 
Mstep: Class 12 contains 28914 members 
Mstep: Class 13 contains 43506 members 
Mstep: Class 14 contains 17433 members 
Mstep: Class 15 contains 25886 members 
Mstep: Class 16 contains 22786 members 
Mstep: Class 17 contains 46471 members 
Mstep: Class 18 contains 16432 members 
Mstep: Class 19 contains 16687 members 
Mstep: Class 20 contains 24246 members 
Mstep: Class 21 contains 34860 members 
Mstep: Class 22 contains 25308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73966936.000000 Penalty: 73044.648438
Iteration 2F: 23 clusters Score -7.396694e+07 nChanged 148483
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 15673 members 
Mstep: Class 3 contains 41636 members 
Mstep: Class 4 contains 32644 members 
Mstep: Class 5 contains 55101 members 
Mstep: Class 6 contains 27726 members 
Mstep: Class 7 contains 68594 members 
Mstep: Class 8 contains 18435 members 
Mstep: Class 9 contains 13263 members 
Mstep: Class 10 contains 23422 members 
Mstep: Class 11 contains 32981 members 
Mstep: Class 12 contains 25680 members 
Mstep: Class 13 contains 47013 members 
Mstep: Class 14 contains 14071 members 
Mstep: Class 15 contains 21239 members 
Mstep: Class 16 contains 27558 members 
Mstep: Class 17 contains 54268 members 
Mstep: Class 18 contains 11760 members 
Mstep: Class 19 contains 15072 members 
Mstep: Class 20 contains 25283 members 
Mstep: Class 21 contains 34661 members 
Mstep: Class 22 contains 24300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74094272.000000 Penalty: 73044.648438
Iteration 3F: 23 clusters Score -7.409427e+07 nChanged 113401
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 13011 members 
Mstep: Class 3 contains 41306 members 
Mstep: Class 4 contains 31986 members 
Mstep: Class 5 contains 61325 members 
Mstep: Class 6 contains 25098 members 
Mstep: Class 7 contains 87905 members 
Mstep: Class 8 contains 15647 members 
Mstep: Class 9 contains 8651 members 
Mstep: Class 10 contains 19995 members 
Mstep: Class 11 contains 32709 members 
Mstep: Class 12 contains 22072 members 
Mstep: Class 13 contains 47540 members 
Mstep: Class 14 contains 12143 members 
Mstep: Class 15 contains 19278 members 
Mstep: Class 16 contains 31458 members 
Mstep: Class 17 contains 59914 members 
Mstep: Class 18 contains 9014 members 
Mstep: Class 19 contains 13902 members 
Mstep: Class 20 contains 26348 members 
Mstep: Class 21 contains 31935 members 
Mstep: Class 22 contains 21577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74178152.000000 Penalty: 73044.648438
Iteration 4F: 23 clusters Score -7.417815e+07 nChanged 97421
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 10340 members 
Mstep: Class 3 contains 39443 members 
Mstep: Class 4 contains 29590 members 
Mstep: Class 5 contains 67043 members 
Mstep: Class 6 contains 21463 members 
Mstep: Class 7 contains 114999 members 
Mstep: Class 8 contains 12702 members 
Mstep: Class 9 contains 5160 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 33496 members 
Mstep: Class 12 contains 17979 members 
Mstep: Class 13 contains 46288 members 
Mstep: Class 14 contains 10580 members 
Mstep: Class 15 contains 17536 members 
Mstep: Class 16 contains 33843 members 
Mstep: Class 17 contains 64191 members 
Mstep: Class 18 contains 6724 members 
Mstep: Class 19 contains 13872 members 
Mstep: Class 20 contains 27093 members 
Mstep: Class 21 contains 28724 members 
Mstep: Class 22 contains 18387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74250584.000000 Penalty: 73044.648438
Iteration 5F: 23 clusters Score -7.425058e+07 nChanged 90468
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 7973 members 
Mstep: Class 3 contains 35891 members 
Mstep: Class 4 contains 25752 members 
Mstep: Class 5 contains 72400 members 
Mstep: Class 6 contains 17197 members 
Mstep: Class 7 contains 149529 members 
Mstep: Class 8 contains 9638 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 12826 members 
Mstep: Class 11 contains 33543 members 
Mstep: Class 12 contains 13649 members 
Mstep: Class 13 contains 43722 members 
Mstep: Class 14 contains 8985 members 
Mstep: Class 15 contains 15675 members 
Mstep: Class 16 contains 35188 members 
Mstep: Class 17 contains 66613 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 14625 members 
Mstep: Class 20 contains 27640 members 
Mstep: Class 21 contains 25449 members 
Mstep: Class 22 contains 15439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3051.339844 but Gain 3320.210938
Score: -74321352.000000 Penalty: 69724.437500
Iteration 6F: 22 clusters Score -7.432135e+07 nChanged 87203
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 5935 members 
Mstep: Class 3 contains 30545 members 
Mstep: Class 4 contains 20940 members 
Mstep: Class 5 contains 77384 members 
Mstep: Class 6 contains 12710 members 
Mstep: Class 7 contains 190399 members 
Mstep: Class 8 contains 6828 members 
Mstep: Class 10 contains 9630 members 
Mstep: Class 11 contains 32286 members 
Mstep: Class 12 contains 9592 members 
Mstep: Class 13 contains 39802 members 
Mstep: Class 14 contains 7402 members 
Mstep: Class 15 contains 13785 members 
Mstep: Class 16 contains 36530 members 
Mstep: Class 17 contains 66401 members 
Mstep: Class 18 contains 3762 members 
Mstep: Class 19 contains 15920 members 
Mstep: Class 20 contains 27866 members 
Mstep: Class 21 contains 22321 members 
Mstep: Class 22 contains 13128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74388560.000000 Penalty: 69724.437500
Iteration 7F: 22 clusters Score -7.438856e+07 nChanged 79012
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 23922 members 
Mstep: Class 4 contains 16013 members 
Mstep: Class 5 contains 82024 members 
Mstep: Class 6 contains 8797 members 
Mstep: Class 7 contains 232456 members 
Mstep: Class 8 contains 4569 members 
Mstep: Class 10 contains 7120 members 
Mstep: Class 11 contains 29192 members 
Mstep: Class 12 contains 6133 members 
Mstep: Class 13 contains 35264 members 
Mstep: Class 14 contains 5875 members 
Mstep: Class 15 contains 11262 members 
Mstep: Class 16 contains 36394 members 
Mstep: Class 17 contains 63359 members 
Mstep: Class 18 contains 2920 members 
Mstep: Class 19 contains 17400 members 
Mstep: Class 20 contains 27832 members 
Mstep: Class 21 contains 19471 members 
Mstep: Class 22 contains 11826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2839.724854 but Gain 3320.210938
Score: -74444768.000000 Penalty: 66404.226562
Iteration 8F: 21 clusters Score -7.444477e+07 nChanged 72095
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3385 members 
Mstep: Class 3 contains 17788 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 87801 members 
Mstep: Class 6 contains 5950 members 
Mstep: Class 7 contains 269602 members 
Mstep: Class 10 contains 5292 members 
Mstep: Class 11 contains 25364 members 
Mstep: Class 12 contains 3817 members 
Mstep: Class 13 contains 31179 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 15 contains 8043 members 
Mstep: Class 16 contains 36365 members 
Mstep: Class 17 contains 59247 members 
Mstep: Class 18 contains 2392 members 
Mstep: Class 19 contains 19179 members 
Mstep: Class 20 contains 27862 members 
Mstep: Class 21 contains 17077 members 
Mstep: Class 22 contains 11412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2248.155029 but Gain 3320.210938
Score: -74491000.000000 Penalty: 63084.015625
Iteration 9F: 20 clusters Score -7.4491e+07 nChanged 58941
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2788 members 
Mstep: Class 3 contains 13014 members 
Mstep: Class 4 contains 8458 members 
Mstep: Class 5 contains 93890 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 296975 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 21625 members 
Mstep: Class 13 contains 27274 members 
Mstep: Class 14 contains 3916 members 
Mstep: Class 15 contains 5001 members 
Mstep: Class 16 contains 36587 members 
Mstep: Class 17 contains 54223 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 21059 members 
Mstep: Class 20 contains 27951 members 
Mstep: Class 21 contains 15313 members 
Mstep: Class 22 contains 11465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1862.955200 but Gain 3320.210938
Score: -74523720.000000 Penalty: 59763.804688
Iteration 10F: 19 clusters Score -7.452372e+07 nChanged 47167
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 2312 members 
Mstep: Class 3 contains 9529 members 
Mstep: Class 4 contains 5958 members 
Mstep: Class 5 contains 100324 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 315886 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 18583 members 
Mstep: Class 13 contains 23333 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 37174 members 
Mstep: Class 17 contains 48903 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 22523 members 
Mstep: Class 20 contains 28138 members 
Mstep: Class 21 contains 13802 members 
Mstep: Class 22 contains 11784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2106.601562 but Gain 3320.210938
Score: -74530632.000000 Penalty: 56443.593750
Iteration 11F: 18 clusters Score -7.453063e+07 nChanged 38373
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 1997 members 
Mstep: Class 3 contains 7259 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 107807 members 
Mstep: Class 7 contains 324215 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 16319 members 
Mstep: Class 13 contains 20082 members 
Mstep: Class 14 contains 2971 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 38024 members 
Mstep: Class 17 contains 45844 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 23753 members 
Mstep: Class 20 contains 28395 members 
Mstep: Class 21 contains 12932 members 
Mstep: Class 22 contains 12365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2230.175293 but Gain 3320.210938
Score: -74536824.000000 Penalty: 53123.382812
Iteration 12F: 17 clusters Score -7.453682e+07 nChanged 29665
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 5896 members 
Mstep: Class 4 contains 3386 members 
Mstep: Class 5 contains 116073 members 
Mstep: Class 7 contains 324582 members 
Mstep: Class 11 contains 14799 members 
Mstep: Class 13 contains 17487 members 
Mstep: Class 14 contains 2697 members 
Mstep: Class 15 contains 1588 members 
Mstep: Class 16 contains 38984 members 
Mstep: Class 17 contains 44240 members 
Mstep: Class 18 contains 1019 members 
Mstep: Class 19 contains 24562 members 
Mstep: Class 20 contains 28640 members 
Mstep: Class 21 contains 12717 members 
Mstep: Class 22 contains 13619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2323.708496 but Gain 3320.210938
Score: -74548408.000000 Penalty: 49803.171875
Iteration 13Q: 16 clusters Score -7.454841e+07 nChanged 23532
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 2687 members 
Mstep: Class 5 contains 124158 members 
Mstep: Class 7 contains 321387 members 
Mstep: Class 11 contains 13704 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 39892 members 
Mstep: Class 17 contains 43462 members 
Mstep: Class 18 contains 882 members 
Mstep: Class 19 contains 25162 members 
Mstep: Class 20 contains 28792 members 
Mstep: Class 21 contains 12734 members 
Mstep: Class 22 contains 14865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2608.691895 but Gain 3320.214844
Score: -74561480.000000 Penalty: 46482.957031
Iteration 14Q: 15 clusters Score -7.456148e+07 nChanged 20690
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 3 contains 4614 members 
Mstep: Class 5 contains 132330 members 
Mstep: Class 7 contains 317055 members 
Mstep: Class 11 contains 12880 members 
Mstep: Class 13 contains 13773 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 40654 members 
Mstep: Class 17 contains 43525 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 25645 members 
Mstep: Class 20 contains 28896 members 
Mstep: Class 21 contains 12474 members 
Mstep: Class 22 contains 15773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2741.605957 but Gain 3320.210938
Score: -74576168.000000 Penalty: 43162.746094
Iteration 15Q: 14 clusters Score -7.457617e+07 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 3 contains 4331 members 
Mstep: Class 5 contains 139852 members 
Mstep: Class 7 contains 311839 members 
Mstep: Class 11 contains 12431 members 
Mstep: Class 13 contains 12234 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 42179 members 
Mstep: Class 17 contains 43406 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 26002 members 
Mstep: Class 20 contains 28962 members 
Mstep: Class 21 contains 12169 members 
Mstep: Class 22 contains 16615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74589848.000000 Penalty: 43162.746094
Iteration 16Q: 14 clusters Score -7.458985e+07 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 3 contains 4145 members 
Mstep: Class 5 contains 146938 members 
Mstep: Class 7 contains 305883 members 
Mstep: Class 11 contains 11822 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 42633 members 
Mstep: Class 17 contains 43114 members 
Mstep: Class 18 contains 685 members 
Mstep: Class 19 contains 26233 members 
Mstep: Class 20 contains 28994 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 17366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74598624.000000 Penalty: 43162.746094
Iteration 17Q: 14 clusters Score -7.459862e+07 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 3 contains 4108 members 
Mstep: Class 5 contains 153693 members 
Mstep: Class 7 contains 300275 members 
Mstep: Class 11 contains 11300 members 
Mstep: Class 13 contains 10036 members 
Mstep: Class 15 contains 1321 members 
Mstep: Class 16 contains 42969 members 
Mstep: Class 17 contains 42703 members 
Mstep: Class 18 contains 665 members 
Mstep: Class 19 contains 26329 members 
Mstep: Class 20 contains 29012 members 
Mstep: Class 21 contains 11585 members 
Mstep: Class 22 contains 18084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74606512.000000 Penalty: 43162.746094
Iteration 18Q: 14 clusters Score -7.460651e+07 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 5 contains 159929 members 
Mstep: Class 7 contains 295221 members 
Mstep: Class 11 contains 10816 members 
Mstep: Class 13 contains 9199 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 43217 members 
Mstep: Class 17 contains 42176 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 26339 members 
Mstep: Class 20 contains 29017 members 
Mstep: Class 21 contains 11307 members 
Mstep: Class 22 contains 18729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74612472.000000 Penalty: 43162.746094
Iteration 19Q: 14 clusters Score -7.461247e+07 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 3 contains 4280 members 
Mstep: Class 5 contains 165480 members 
Mstep: Class 7 contains 290819 members 
Mstep: Class 11 contains 10383 members 
Mstep: Class 13 contains 8615 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 43375 members 
Mstep: Class 17 contains 41473 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 26294 members 
Mstep: Class 20 contains 29015 members 
Mstep: Class 21 contains 11070 members 
Mstep: Class 22 contains 19312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616368.000000 Penalty: 43162.746094
Iteration 20F: 14 clusters Score -7.461637e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 5 contains 170636 members 
Mstep: Class 7 contains 286499 members 
Mstep: Class 11 contains 10043 members 
Mstep: Class 13 contains 8211 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 43521 members 
Mstep: Class 17 contains 40790 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 19 contains 26178 members 
Mstep: Class 20 contains 29011 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 19850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74619728.000000 Penalty: 43162.746094
Iteration 21Q: 14 clusters Score -7.461973e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 4995 members 
Mstep: Class 5 contains 175620 members 
Mstep: Class 7 contains 282100 members 
Mstep: Class 11 contains 9770 members 
Mstep: Class 13 contains 7917 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 43624 members 
Mstep: Class 17 contains 40114 members 
Mstep: Class 18 contains 635 members 
Mstep: Class 19 contains 26006 members 
Mstep: Class 20 contains 29014 members 
Mstep: Class 21 contains 10585 members 
Mstep: Class 22 contains 20401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74622664.000000 Penalty: 43162.746094
Iteration 22Q: 14 clusters Score -7.462266e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 5515 members 
Mstep: Class 5 contains 180242 members 
Mstep: Class 7 contains 277886 members 
Mstep: Class 11 contains 9577 members 
Mstep: Class 13 contains 7763 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 43677 members 
Mstep: Class 17 contains 39381 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 25799 members 
Mstep: Class 20 contains 29019 members 
Mstep: Class 21 contains 10377 members 
Mstep: Class 22 contains 20926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74624816.000000 Penalty: 43162.746094
Iteration 23Q: 14 clusters Score -7.462482e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 6100 members 
Mstep: Class 5 contains 184542 members 
Mstep: Class 7 contains 273745 members 
Mstep: Class 11 contains 9418 members 
Mstep: Class 13 contains 7755 members 
Mstep: Class 15 contains 1295 members 
Mstep: Class 16 contains 43746 members 
Mstep: Class 17 contains 38641 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 25602 members 
Mstep: Class 20 contains 29026 members 
Mstep: Class 21 contains 10177 members 
Mstep: Class 22 contains 21421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74625872.000000 Penalty: 43162.746094
Iteration 24Q: 14 clusters Score -7.462587e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 6743 members 
Mstep: Class 5 contains 188625 members 
Mstep: Class 7 contains 269526 members 
Mstep: Class 11 contains 9276 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 43810 members 
Mstep: Class 17 contains 38034 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 25421 members 
Mstep: Class 20 contains 29031 members 
Mstep: Class 21 contains 10033 members 
Mstep: Class 22 contains 21899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74626920.000000 Penalty: 43162.746094
Iteration 25Q: 14 clusters Score -7.462692e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 7304 members 
Mstep: Class 5 contains 192510 members 
Mstep: Class 7 contains 265575 members 
Mstep: Class 11 contains 9170 members 
Mstep: Class 13 contains 7846 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 43775 members 
Mstep: Class 17 contains 37494 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 25286 members 
Mstep: Class 20 contains 29020 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 22305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74627656.000000 Penalty: 43162.746094
Iteration 26Q: 14 clusters Score -7.462766e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 7765 members 
Mstep: Class 5 contains 196005 members 
Mstep: Class 7 contains 261954 members 
Mstep: Class 11 contains 9083 members 
Mstep: Class 13 contains 7928 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 43747 members 
Mstep: Class 17 contains 37005 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 25182 members 
Mstep: Class 20 contains 29008 members 
Mstep: Class 21 contains 9794 members 
Mstep: Class 22 contains 22722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628168.000000 Penalty: 43162.746094
Iteration 27Q: 14 clusters Score -7.462817e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 8188 members 
Mstep: Class 5 contains 199124 members 
Mstep: Class 7 contains 258571 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 13 contains 8073 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 43689 members 
Mstep: Class 17 contains 36659 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 25116 members 
Mstep: Class 20 contains 28996 members 
Mstep: Class 21 contains 9683 members 
Mstep: Class 22 contains 23077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628560.000000 Penalty: 43162.746094
Iteration 28Q: 14 clusters Score -7.462856e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 8590 members 
Mstep: Class 5 contains 201596 members 
Mstep: Class 7 contains 255833 members 
Mstep: Class 11 contains 8985 members 
Mstep: Class 13 contains 8215 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 43606 members 
Mstep: Class 17 contains 36318 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 25057 members 
Mstep: Class 20 contains 28991 members 
Mstep: Class 21 contains 9594 members 
Mstep: Class 22 contains 23411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629136.000000 Penalty: 43162.746094
Iteration 29Q: 14 clusters Score -7.462914e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 8950 members 
Mstep: Class 5 contains 203481 members 
Mstep: Class 7 contains 253653 members 
Mstep: Class 11 contains 8987 members 
Mstep: Class 13 contains 8341 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 43499 members 
Mstep: Class 17 contains 36056 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 25005 members 
Mstep: Class 20 contains 28998 members 
Mstep: Class 21 contains 9499 members 
Mstep: Class 22 contains 23730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629216.000000 Penalty: 43162.746094
Iteration 30Q: 14 clusters Score -7.462922e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 9251 members 
Mstep: Class 5 contains 204744 members 
Mstep: Class 7 contains 252113 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 13 contains 8457 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 43360 members 
Mstep: Class 17 contains 35844 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 24966 members 
Mstep: Class 20 contains 29003 members 
Mstep: Class 21 contains 9423 members 
Mstep: Class 22 contains 24015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629504.000000 Penalty: 43162.746094
Iteration 31Q: 14 clusters Score -7.46295e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 9491 members 
Mstep: Class 5 contains 205521 members 
Mstep: Class 7 contains 251178 members 
Mstep: Class 11 contains 9030 members 
Mstep: Class 13 contains 8562 members 
Mstep: Class 15 contains 1293 members 
Mstep: Class 16 contains 43246 members 
Mstep: Class 17 contains 35618 members 
Mstep: Class 18 contains 592 members 
Mstep: Class 19 contains 24931 members 
Mstep: Class 20 contains 29008 members 
Mstep: Class 21 contains 9363 members 
Mstep: Class 22 contains 24251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629888.000000 Penalty: 43162.746094
Iteration 32Q: 14 clusters Score -7.462989e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 9687 members 
Mstep: Class 5 contains 205791 members 
Mstep: Class 7 contains 250803 members 
Mstep: Class 11 contains 9057 members 
Mstep: Class 13 contains 8643 members 
Mstep: Class 15 contains 1295 members 
Mstep: Class 16 contains 43135 members 
Mstep: Class 17 contains 35417 members 
Mstep: Class 18 contains 588 members 
Mstep: Class 19 contains 24920 members 
Mstep: Class 20 contains 28997 members 
Mstep: Class 21 contains 9295 members 
Mstep: Class 22 contains 24456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630224.000000 Penalty: 43162.746094
Iteration 33Q: 14 clusters Score -7.463022e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 9855 members 
Mstep: Class 5 contains 205576 members 
Mstep: Class 7 contains 250941 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 43033 members 
Mstep: Class 17 contains 35232 members 
Mstep: Class 18 contains 585 members 
Mstep: Class 19 contains 24916 members 
Mstep: Class 20 contains 28986 members 
Mstep: Class 21 contains 9214 members 
Mstep: Class 22 contains 24642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630600.000000 Penalty: 43162.746094
Iteration 34Q: 14 clusters Score -7.46306e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 10027 members 
Mstep: Class 5 contains 205118 members 
Mstep: Class 7 contains 251373 members 
Mstep: Class 11 contains 9115 members 
Mstep: Class 13 contains 8784 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 42936 members 
Mstep: Class 17 contains 35027 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24908 members 
Mstep: Class 20 contains 28980 members 
Mstep: Class 21 contains 9143 members 
Mstep: Class 22 contains 24799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630768.000000 Penalty: 43162.746094
Iteration 35Q: 14 clusters Score -7.463077e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 10192 members 
Mstep: Class 5 contains 204441 members 
Mstep: Class 7 contains 252054 members 
Mstep: Class 11 contains 9118 members 
Mstep: Class 13 contains 8851 members 
Mstep: Class 15 contains 1292 members 
Mstep: Class 16 contains 42835 members 
Mstep: Class 17 contains 34843 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 24889 members 
Mstep: Class 20 contains 28981 members 
Mstep: Class 21 contains 9054 members 
Mstep: Class 22 contains 24955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631296.000000 Penalty: 43162.746094
Iteration 36Q: 14 clusters Score -7.46313e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 10325 members 
Mstep: Class 5 contains 203572 members 
Mstep: Class 7 contains 252946 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 13 contains 8901 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 42719 members 
Mstep: Class 17 contains 34675 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 24871 members 
Mstep: Class 20 contains 28973 members 
Mstep: Class 21 contains 8958 members 
Mstep: Class 22 contains 25116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631640.000000 Penalty: 43162.746094
Iteration 37Q: 14 clusters Score -7.463164e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 10433 members 
Mstep: Class 5 contains 202484 members 
Mstep: Class 7 contains 254108 members 
Mstep: Class 11 contains 9197 members 
Mstep: Class 13 contains 8959 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 42608 members 
Mstep: Class 17 contains 34511 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 24851 members 
Mstep: Class 20 contains 28967 members 
Mstep: Class 21 contains 8869 members 
Mstep: Class 22 contains 25231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632008.000000 Penalty: 43162.746094
Iteration 38Q: 14 clusters Score -7.463201e+07 nChanged 2490
Entering ConstructFrom: 
Score: -74632008.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 3 (10517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Entering Unmasked Estep 
Score: -1247617.000000 Penalty: 2296.665527
	Iteration 0F: 2 clusters Score -1247617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1239630.125000 Penalty: 4593.331055
	Iteration 0F: 3 clusters Score -1239630 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1242009.500000 Penalty: 4593.331055
	Iteration 1F: 3 clusters Score -1242010 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1242256.500000 Penalty: 4593.331055
	Iteration 2F: 3 clusters Score -1242256 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1242440.375000 Penalty: 4593.331055
	Iteration 3Q: 3 clusters Score -1242440 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1242575.375000 Penalty: 4593.331055
	Iteration 4Q: 3 clusters Score -1242575 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1242686.375000 Penalty: 4593.331055
	Iteration 5Q: 3 clusters Score -1242686 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1242766.750000 Penalty: 4593.331055
	Iteration 6Q: 3 clusters Score -1242767 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1242853.375000 Penalty: 4593.331055
	Iteration 7Q: 3 clusters Score -1242853 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1242950.250000 Penalty: 4593.331055
	Iteration 8Q: 3 clusters Score -1242950 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1243030.875000 Penalty: 4593.331055
	Iteration 9Q: 3 clusters Score -1243031 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1243121.875000 Penalty: 4593.331055
	Iteration 10Q: 3 clusters Score -1243122 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1243202.375000 Penalty: 4593.331055
	Iteration 11Q: 3 clusters Score -1243202 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1243268.500000 Penalty: 4593.331055
	Iteration 12Q: 3 clusters Score -1243268 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1243329.500000 Penalty: 4593.331055
	Iteration 13Q: 3 clusters Score -1243330 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1243389.875000 Penalty: 4593.331055
	Iteration 14Q: 3 clusters Score -1243390 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1243456.625000 Penalty: 4593.331055
	Iteration 15Q: 3 clusters Score -1243457 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1243510.500000 Penalty: 4593.331055
	Iteration 16Q: 3 clusters Score -1243510 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1243568.500000 Penalty: 4593.331055
	Iteration 17Q: 3 clusters Score -1243568 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1243631.500000 Penalty: 4593.331055
	Iteration 18Q: 3 clusters Score -1243632 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1243711.750000 Penalty: 4593.331055
	Iteration 19Q: 3 clusters Score -1243712 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1243815.125000 Penalty: 4593.331055
	Iteration 20F: 3 clusters Score -1243815 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1243922.000000 Penalty: 4593.331055
	Iteration 21Q: 3 clusters Score -1243922 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1244042.250000 Penalty: 4593.331055
	Iteration 22Q: 3 clusters Score -1244042 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1244143.125000 Penalty: 4593.331055
	Iteration 23Q: 3 clusters Score -1244143 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1244231.000000 Penalty: 4593.331055
	Iteration 24Q: 3 clusters Score -1244231 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1244308.375000 Penalty: 4593.331055
	Iteration 25Q: 3 clusters Score -1244308 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1244366.875000 Penalty: 4593.331055
	Iteration 26Q: 3 clusters Score -1244367 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1244418.250000 Penalty: 4593.331055
	Iteration 27Q: 3 clusters Score -1244418 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1244449.000000 Penalty: 4593.331055
	Iteration 28Q: 3 clusters Score -1244449 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1244475.375000 Penalty: 4593.331055
	Iteration 29Q: 3 clusters Score -1244475 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1244486.125000 Penalty: 4593.331055
	Iteration 30Q: 3 clusters Score -1244486 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1244498.125000 Penalty: 4593.331055
	Iteration 31Q: 3 clusters Score -1244498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1244505.000000 Penalty: 4593.331055
	Iteration 32Q: 3 clusters Score -1244505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1244511.875000 Penalty: 4593.331055
	Iteration 33Q: 3 clusters Score -1244512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1244514.875000 Penalty: 4593.331055
	Iteration 34Q: 3 clusters Score -1244515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1244521.500000 Penalty: 4593.331055
	Iteration 35Q: 3 clusters Score -1244522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1244525.375000 Penalty: 4593.331055
	Iteration 36Q: 3 clusters Score -1244525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1244533.125000 Penalty: 4593.331055
	Iteration 37Q: 3 clusters Score -1244533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1244533.750000 Penalty: 4593.331055
	Iteration 38Q: 3 clusters Score -1244534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1244536.625000 Penalty: 4593.331055
	Iteration 39Q: 3 clusters Score -1244537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1244540.625000 Penalty: 4593.331055
	Iteration 40F: 3 clusters Score -1244541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1244536.750000 Penalty: 4593.331055
	Iteration 41Q: 3 clusters Score -1244537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1244538.625000 Penalty: 4593.331055
	Iteration 42Q: 3 clusters Score -1244539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1244537.875000 Penalty: 4593.331055
	Iteration 43Q: 3 clusters Score -1244538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1244538.250000 Penalty: 4593.331055
	Iteration 44Q: 3 clusters Score -1244538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1244536.625000 Penalty: 4593.331055
	Iteration 45Q: 3 clusters Score -1244537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1244538.250000 Penalty: 4593.331055
	Iteration 46Q: 3 clusters Score -1244538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1244537.500000 Penalty: 4593.331055
	Iteration 47Q: 3 clusters Score -1244538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1244537.125000 Penalty: 4593.331055
	Iteration 48Q: 3 clusters Score -1244537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1244540.125000 Penalty: 4593.331055
	Iteration 49Q: 3 clusters Score -1244540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1244538.875000 Penalty: 4593.331055
	Iteration 50Q: 3 clusters Score -1244539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1244541.750000 Penalty: 4593.331055
	Iteration 51Q: 3 clusters Score -1244542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1244539.625000 Penalty: 4593.331055
	Iteration 52Q: 3 clusters Score -1244540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1244539.625000 Penalty: 4593.331055
	Iteration 53Q: 3 clusters Score -1244540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1244542.625000 Penalty: 4593.331055
	Iteration 54Q: 3 clusters Score -1244543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1244542.500000 Penalty: 4593.331055
	Iteration 55Q: 3 clusters Score -1244542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1244542.750000 Penalty: 4593.331055
	Iteration 56Q: 3 clusters Score -1244543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1244545.750000 Penalty: 4593.331055
	Iteration 57Q: 3 clusters Score -1244546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1244546.125000 Penalty: 4593.331055
	Iteration 58Q: 3 clusters Score -1244546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1244546.375000 Penalty: 4593.331055
	Iteration 59Q: 3 clusters Score -1244546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1244546.625000 Penalty: 4593.331055
	Iteration 60F: 3 clusters Score -1244547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1244548.375000 Penalty: 4593.331055
	Iteration 61Q: 3 clusters Score -1244548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1244547.875000 Penalty: 4593.331055
	Iteration 62Q: 3 clusters Score -1244548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1244548.375000 Penalty: 4593.331055
	Iteration 63Q: 3 clusters Score -1244548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1244549.875000 Penalty: 4593.331055
	Iteration 64Q: 3 clusters Score -1244550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1244547.125000 Penalty: 4593.331055
	Iteration 65Q: 3 clusters Score -1244547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1244549.250000 Penalty: 4593.331055
	Iteration 66Q: 3 clusters Score -1244549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1244548.625000 Penalty: 4593.331055
	Iteration 67Q: 3 clusters Score -1244549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1244547.125000 Penalty: 4593.331055
	Iteration 68Q: 3 clusters Score -1244547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1244546.375000 Penalty: 4593.331055
	Iteration 69Q: 3 clusters Score -1244546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1244546.000000 Penalty: 4593.331055
	Iteration 70Q: 3 clusters Score -1244546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1244546.000000 Penalty: 4593.331055
	Iteration 71F: 3 clusters Score -1244546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (201426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201426 members 
Entering Unmasked Estep 
Score: -23504372.000000 Penalty: 3028.868164
	Iteration 0F: 2 clusters Score -2.350437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100889 members 
Mstep: Class 2 contains 100537 members 
Entering Unmasked Estep 
Score: -23378514.000000 Penalty: 6057.736328
	Iteration 0F: 3 clusters Score -2.337851e+07 nChanged 97127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104320 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -23434466.000000 Penalty: 6057.736328
	Iteration 1F: 3 clusters Score -2.343447e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105828 members 
Mstep: Class 2 contains 95598 members 
Entering Unmasked Estep 
Score: -23435320.000000 Penalty: 6057.736328
	Iteration 2Q: 3 clusters Score -2.343532e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108245 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -23436624.000000 Penalty: 6057.736328
	Iteration 3Q: 3 clusters Score -2.343662e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112073 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -23438372.000000 Penalty: 6057.736328
	Iteration 4Q: 3 clusters Score -2.343837e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117776 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
Score: -23440864.000000 Penalty: 6057.736328
	Iteration 5Q: 3 clusters Score -2.344086e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126246 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -23445746.000000 Penalty: 6057.736328
	Iteration 6Q: 3 clusters Score -2.344575e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137873 members 
Mstep: Class 2 contains 63553 members 
Entering Unmasked Estep 
Score: -23453736.000000 Penalty: 6057.736328
	Iteration 7F: 3 clusters Score -2.345374e+07 nChanged 14793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152286 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -23465618.000000 Penalty: 6057.736328
	Iteration 8F: 3 clusters Score -2.346562e+07 nChanged 14656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166700 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -23477802.000000 Penalty: 6057.736328
	Iteration 9F: 3 clusters Score -2.34778e+07 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178136 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -23487146.000000 Penalty: 6057.736328
	Iteration 10F: 3 clusters Score -2.348715e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185654 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -23492782.000000 Penalty: 6057.736328
	Iteration 11Q: 3 clusters Score -2.349278e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190435 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -23495956.000000 Penalty: 6057.736328
	Iteration 12Q: 3 clusters Score -2.349596e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193553 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -23497798.000000 Penalty: 6057.736328
	Iteration 13Q: 3 clusters Score -2.34978e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195694 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -23499142.000000 Penalty: 6057.736328
	Iteration 14Q: 3 clusters Score -2.349914e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197222 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -23500002.000000 Penalty: 6057.736328
	Iteration 15Q: 3 clusters Score -2.35e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198215 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -23500508.000000 Penalty: 6057.736328
	Iteration 16Q: 3 clusters Score -2.350051e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198875 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -23500856.000000 Penalty: 6057.736328
	Iteration 17Q: 3 clusters Score -2.350086e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199303 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -23501116.000000 Penalty: 6057.736328
	Iteration 18Q: 3 clusters Score -2.350112e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199605 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -23501298.000000 Penalty: 6057.736328
	Iteration 19Q: 3 clusters Score -2.35013e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199818 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -23501452.000000 Penalty: 6057.736328
	Iteration 20F: 3 clusters Score -2.350145e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199978 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -23501568.000000 Penalty: 6057.736328
	Iteration 21Q: 3 clusters Score -2.350157e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200104 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -23501638.000000 Penalty: 6057.736328
	Iteration 22Q: 3 clusters Score -2.350164e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200202 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -23501712.000000 Penalty: 6057.736328
	Iteration 23Q: 3 clusters Score -2.350171e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200260 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -23501742.000000 Penalty: 6057.736328
	Iteration 24Q: 3 clusters Score -2.350174e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200312 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -23501796.000000 Penalty: 6057.736328
	Iteration 25Q: 3 clusters Score -2.35018e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200339 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -23501824.000000 Penalty: 6057.736328
	Iteration 26Q: 3 clusters Score -2.350182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200368 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -23501826.000000 Penalty: 6057.736328
	Iteration 27Q: 3 clusters Score -2.350183e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200386 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -23501834.000000 Penalty: 6057.736328
	Iteration 28Q: 3 clusters Score -2.350183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200407 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -23501854.000000 Penalty: 6057.736328
	Iteration 29Q: 3 clusters Score -2.350185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200428 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -23501834.000000 Penalty: 6057.736328
	Iteration 30Q: 3 clusters Score -2.350183e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200443 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -23501834.000000 Penalty: 6057.736328
	Iteration 31Q: 3 clusters Score -2.350183e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200459 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -23501828.000000 Penalty: 6057.736328
	Iteration 32Q: 3 clusters Score -2.350183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200466 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -23501822.000000 Penalty: 6057.736328
	Iteration 33Q: 3 clusters Score -2.350182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200474 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -23501840.000000 Penalty: 6057.736328
	Iteration 34Q: 3 clusters Score -2.350184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200480 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -23501828.000000 Penalty: 6057.736328
	Iteration 35Q: 3 clusters Score -2.350183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200488 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -23501842.000000 Penalty: 6057.736328
	Iteration 36Q: 3 clusters Score -2.350184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200490 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -23501836.000000 Penalty: 6057.736328
	Iteration 37Q: 3 clusters Score -2.350184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200492 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -23501842.000000 Penalty: 6057.736328
	Iteration 38Q: 3 clusters Score -2.350184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200495 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23501850.000000 Penalty: 6057.736328
	Iteration 39Q: 3 clusters Score -2.350185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200495 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23501844.000000 Penalty: 6057.736328
	Iteration 40F: 3 clusters Score -2.350184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200498 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -23501838.000000 Penalty: 6057.736328
	Iteration 41Q: 3 clusters Score -2.350184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200501 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -23501830.000000 Penalty: 6057.736328
	Iteration 42Q: 3 clusters Score -2.350183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200503 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -23501842.000000 Penalty: 6057.736328
	Iteration 43Q: 3 clusters Score -2.350184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200504 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -23501836.000000 Penalty: 6057.736328
	Iteration 44Q: 3 clusters Score -2.350184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200508 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -23501838.000000 Penalty: 6057.736328
	Iteration 45Q: 3 clusters Score -2.350184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200510 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -23501848.000000 Penalty: 6057.736328
	Iteration 46Q: 3 clusters Score -2.350185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200515 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -23501830.000000 Penalty: 6057.736328
	Iteration 47Q: 3 clusters Score -2.350183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200520 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -23501828.000000 Penalty: 6057.736328
	Iteration 48Q: 3 clusters Score -2.350183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200522 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -23501818.000000 Penalty: 6057.736328
	Iteration 49Q: 3 clusters Score -2.350182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200523 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -23501824.000000 Penalty: 6057.736328
	Iteration 50Q: 3 clusters Score -2.350182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200523 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -23501824.000000 Penalty: 6057.736328
	Iteration 51F: 3 clusters Score -2.350182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (255308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255308 members 
Entering Unmasked Estep 
Score: -29558950.000000 Penalty: 3087.656006
	Iteration 0F: 2 clusters Score -2.955895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127715 members 
Mstep: Class 2 contains 127593 members 
Entering Unmasked Estep 
Score: -29401398.000000 Penalty: 6175.312012
	Iteration 0F: 3 clusters Score -2.94014e+07 nChanged 123168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129243 members 
Mstep: Class 2 contains 126065 members 
Entering Unmasked Estep 
Score: -29474874.000000 Penalty: 6175.312012
	Iteration 1F: 3 clusters Score -2.947487e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129864 members 
Mstep: Class 2 contains 125444 members 
Entering Unmasked Estep 
Score: -29476660.000000 Penalty: 6175.312012
	Iteration 2Q: 3 clusters Score -2.947666e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130884 members 
Mstep: Class 2 contains 124424 members 
Entering Unmasked Estep 
Score: -29478692.000000 Penalty: 6175.312012
	Iteration 3Q: 3 clusters Score -2.947869e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132601 members 
Mstep: Class 2 contains 122707 members 
Entering Unmasked Estep 
Score: -29481226.000000 Penalty: 6175.312012
	Iteration 4Q: 3 clusters Score -2.948123e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135076 members 
Mstep: Class 2 contains 120232 members 
Entering Unmasked Estep 
Score: -29485024.000000 Penalty: 6175.312012
	Iteration 5Q: 3 clusters Score -2.948502e+07 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138535 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -29489840.000000 Penalty: 6175.312012
	Iteration 6Q: 3 clusters Score -2.948984e+07 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143000 members 
Mstep: Class 2 contains 112308 members 
Entering Unmasked Estep 
Score: -29496542.000000 Penalty: 6175.312012
	Iteration 7Q: 3 clusters Score -2.949654e+07 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148563 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -29504988.000000 Penalty: 6175.312012
	Iteration 8F: 3 clusters Score -2.950499e+07 nChanged 15043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154706 members 
Mstep: Class 2 contains 100602 members 
Entering Unmasked Estep 
Score: -29514964.000000 Penalty: 6175.312012
	Iteration 9F: 3 clusters Score -2.951496e+07 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160444 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -29524116.000000 Penalty: 6175.312012
	Iteration 10F: 3 clusters Score -2.952412e+07 nChanged 12251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165107 members 
Mstep: Class 2 contains 90201 members 
Entering Unmasked Estep 
Score: -29530232.000000 Penalty: 6175.312012
	Iteration 11Q: 3 clusters Score -2.953023e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -29533388.000000 Penalty: 6175.312012
	Iteration 12Q: 3 clusters Score -2.953339e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172604 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -29534882.000000 Penalty: 6175.312012
	Iteration 13Q: 3 clusters Score -2.953488e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175941 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -29535454.000000 Penalty: 6175.312012
	Iteration 14Q: 3 clusters Score -2.953545e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179044 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -29536116.000000 Penalty: 6175.312012
	Iteration 15Q: 3 clusters Score -2.953612e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181940 members 
Mstep: Class 2 contains 73368 members 
Entering Unmasked Estep 
Score: -29536740.000000 Penalty: 6175.312012
	Iteration 16Q: 3 clusters Score -2.953674e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184855 members 
Mstep: Class 2 contains 70453 members 
Entering Unmasked Estep 
Score: -29537204.000000 Penalty: 6175.312012
	Iteration 17Q: 3 clusters Score -2.95372e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187672 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -29537548.000000 Penalty: 6175.312012
	Iteration 18Q: 3 clusters Score -2.953755e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190388 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -29538196.000000 Penalty: 6175.312012
	Iteration 19Q: 3 clusters Score -2.95382e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193189 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -29538666.000000 Penalty: 6175.312012
	Iteration 20F: 3 clusters Score -2.953867e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196031 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -29539420.000000 Penalty: 6175.312012
	Iteration 21Q: 3 clusters Score -2.953942e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199009 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -29540198.000000 Penalty: 6175.312012
	Iteration 22Q: 3 clusters Score -2.95402e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202056 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -29540882.000000 Penalty: 6175.312012
	Iteration 23Q: 3 clusters Score -2.954088e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205090 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -29541650.000000 Penalty: 6175.312012
	Iteration 24Q: 3 clusters Score -2.954165e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208029 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -29542378.000000 Penalty: 6175.312012
	Iteration 25Q: 3 clusters Score -2.954238e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210886 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -29543168.000000 Penalty: 6175.312012
	Iteration 26Q: 3 clusters Score -2.954317e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213749 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -29544022.000000 Penalty: 6175.312012
	Iteration 27Q: 3 clusters Score -2.954402e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216555 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -29544872.000000 Penalty: 6175.312012
	Iteration 28Q: 3 clusters Score -2.954487e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219191 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -29545564.000000 Penalty: 6175.312012
	Iteration 29Q: 3 clusters Score -2.954556e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221884 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -29546342.000000 Penalty: 6175.312012
	Iteration 30Q: 3 clusters Score -2.954634e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224453 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -29547374.000000 Penalty: 6175.312012
	Iteration 31Q: 3 clusters Score -2.954737e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226867 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -29548258.000000 Penalty: 6175.312012
	Iteration 32Q: 3 clusters Score -2.954826e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229195 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -29549120.000000 Penalty: 6175.312012
	Iteration 33Q: 3 clusters Score -2.954912e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231490 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -29550074.000000 Penalty: 6175.312012
	Iteration 34Q: 3 clusters Score -2.955007e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233663 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -29550786.000000 Penalty: 6175.312012
	Iteration 35Q: 3 clusters Score -2.955079e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235679 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -29551698.000000 Penalty: 6175.312012
	Iteration 36Q: 3 clusters Score -2.95517e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237488 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -29552422.000000 Penalty: 6175.312012
	Iteration 37Q: 3 clusters Score -2.955242e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239135 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -29552972.000000 Penalty: 6175.312012
	Iteration 38Q: 3 clusters Score -2.955297e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240662 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -29553494.000000 Penalty: 6175.312012
	Iteration 39Q: 3 clusters Score -2.955349e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242032 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -29553980.000000 Penalty: 6175.312012
	Iteration 40F: 3 clusters Score -2.955398e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243226 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -29554418.000000 Penalty: 6175.312012
	Iteration 41Q: 3 clusters Score -2.955442e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244292 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -29554728.000000 Penalty: 6175.312012
	Iteration 42Q: 3 clusters Score -2.955473e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245242 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -29555000.000000 Penalty: 6175.312012
	Iteration 43Q: 3 clusters Score -2.9555e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246076 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -29555328.000000 Penalty: 6175.312012
	Iteration 44Q: 3 clusters Score -2.955533e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246799 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -29555608.000000 Penalty: 6175.312012
	Iteration 45Q: 3 clusters Score -2.955561e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247483 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -29555918.000000 Penalty: 6175.312012
	Iteration 46Q: 3 clusters Score -2.955592e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248075 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -29556204.000000 Penalty: 6175.312012
	Iteration 47Q: 3 clusters Score -2.95562e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248597 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -29556366.000000 Penalty: 6175.312012
	Iteration 48Q: 3 clusters Score -2.955637e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249062 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -29556566.000000 Penalty: 6175.312012
	Iteration 49Q: 3 clusters Score -2.955657e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249441 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -29556762.000000 Penalty: 6175.312012
	Iteration 50Q: 3 clusters Score -2.955676e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249772 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -29556968.000000 Penalty: 6175.312012
	Iteration 51Q: 3 clusters Score -2.955697e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250054 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -29557136.000000 Penalty: 6175.312012
	Iteration 52Q: 3 clusters Score -2.955714e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250282 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -29557238.000000 Penalty: 6175.312012
	Iteration 53Q: 3 clusters Score -2.955724e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250444 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -29557366.000000 Penalty: 6175.312012
	Iteration 54Q: 3 clusters Score -2.955737e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250595 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -29557528.000000 Penalty: 6175.312012
	Iteration 55Q: 3 clusters Score -2.955753e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250707 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -29557634.000000 Penalty: 6175.312012
	Iteration 56Q: 3 clusters Score -2.955763e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250780 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -29557704.000000 Penalty: 6175.312012
	Iteration 57Q: 3 clusters Score -2.95577e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250823 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -29557704.000000 Penalty: 6175.312012
	Iteration 58Q: 3 clusters Score -2.95577e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250856 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -29557718.000000 Penalty: 6175.312012
	Iteration 59Q: 3 clusters Score -2.955772e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250864 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -29557758.000000 Penalty: 6175.312012
	Iteration 60F: 3 clusters Score -2.955776e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250853 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -29557774.000000 Penalty: 6175.312012
	Iteration 61Q: 3 clusters Score -2.955777e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250856 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -29557774.000000 Penalty: 6175.312012
	Iteration 62Q: 3 clusters Score -2.955777e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250851 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -29557774.000000 Penalty: 6175.312012
	Iteration 63Q: 3 clusters Score -2.955777e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250846 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -29557806.000000 Penalty: 6175.312012
	Iteration 64Q: 3 clusters Score -2.955781e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250833 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -29557822.000000 Penalty: 6175.312012
	Iteration 65Q: 3 clusters Score -2.955782e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250810 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -29557822.000000 Penalty: 6175.312012
	Iteration 66Q: 3 clusters Score -2.955782e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250800 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -29557844.000000 Penalty: 6175.312012
	Iteration 67Q: 3 clusters Score -2.955784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250790 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -29557870.000000 Penalty: 6175.312012
	Iteration 68Q: 3 clusters Score -2.955787e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250783 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -29557872.000000 Penalty: 6175.312012
	Iteration 69Q: 3 clusters Score -2.955787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250775 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -29557902.000000 Penalty: 6175.312012
	Iteration 70Q: 3 clusters Score -2.95579e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250763 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -29557884.000000 Penalty: 6175.312012
	Iteration 71Q: 3 clusters Score -2.955788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250748 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -29557892.000000 Penalty: 6175.312012
	Iteration 72Q: 3 clusters Score -2.955789e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250735 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -29557900.000000 Penalty: 6175.312012
	Iteration 73Q: 3 clusters Score -2.95579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250721 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -29557932.000000 Penalty: 6175.312012
	Iteration 74Q: 3 clusters Score -2.955793e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250721 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -29557908.000000 Penalty: 6175.312012
	Iteration 75Q: 3 clusters Score -2.955791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250722 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -29557924.000000 Penalty: 6175.312012
	Iteration 76Q: 3 clusters Score -2.955792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250720 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -29557934.000000 Penalty: 6175.312012
	Iteration 77Q: 3 clusters Score -2.955793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250723 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -29557972.000000 Penalty: 6175.312012
	Iteration 78Q: 3 clusters Score -2.955797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250724 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -29557960.000000 Penalty: 6175.312012
	Iteration 79Q: 3 clusters Score -2.955796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250721 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -29557962.000000 Penalty: 6175.312012
	Iteration 80F: 3 clusters Score -2.955796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250715 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -29557964.000000 Penalty: 6175.312012
	Iteration 81Q: 3 clusters Score -2.955796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250720 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -29557966.000000 Penalty: 6175.312012
	Iteration 82Q: 3 clusters Score -2.955797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250719 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -29557970.000000 Penalty: 6175.312012
	Iteration 83Q: 3 clusters Score -2.955797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250719 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -29557956.000000 Penalty: 6175.312012
	Iteration 84Q: 3 clusters Score -2.955796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250718 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -29557956.000000 Penalty: 6175.312012
	Iteration 85Q: 3 clusters Score -2.955796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250716 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -29557960.000000 Penalty: 6175.312012
	Iteration 86Q: 3 clusters Score -2.955796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250715 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -29557960.000000 Penalty: 6175.312012
	Iteration 87Q: 3 clusters Score -2.955796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250714 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -29557952.000000 Penalty: 6175.312012
	Iteration 88Q: 3 clusters Score -2.955795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250714 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -29557950.000000 Penalty: 6175.312012
	Iteration 89Q: 3 clusters Score -2.955795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250713 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -29557964.000000 Penalty: 6175.312012
	Iteration 90Q: 3 clusters Score -2.955796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250712 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -29557970.000000 Penalty: 6175.312012
	Iteration 91Q: 3 clusters Score -2.955797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250712 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -29557958.000000 Penalty: 6175.312012
	Iteration 92Q: 3 clusters Score -2.955796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250713 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -29557986.000000 Penalty: 6175.312012
	Iteration 93Q: 3 clusters Score -2.955799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250713 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -29557988.000000 Penalty: 6175.312012
	Iteration 94Q: 3 clusters Score -2.955799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250713 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -29557978.000000 Penalty: 6175.312012
	Iteration 95Q: 3 clusters Score -2.955798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250713 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -29557974.000000 Penalty: 6175.312012
	Iteration 96Q: 3 clusters Score -2.955797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250711 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -29557988.000000 Penalty: 6175.312012
	Iteration 97Q: 3 clusters Score -2.955799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250706 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -29557992.000000 Penalty: 6175.312012
	Iteration 98Q: 3 clusters Score -2.955799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250703 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -29557994.000000 Penalty: 6175.312012
	Iteration 99Q: 3 clusters Score -2.955799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250702 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -29557990.000000 Penalty: 6175.312012
	Iteration 100F: 3 clusters Score -2.955799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250701 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -29558012.000000 Penalty: 6175.312012
	Iteration 101Q: 3 clusters Score -2.955801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250701 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -29558012.000000 Penalty: 6175.312012
	Iteration 102F: 3 clusters Score -2.955801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Entering Unmasked Estep 
Score: -1081649.000000 Penalty: 2264.293213
	Iteration 0F: 2 clusters Score -1081649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1074477.375000 Penalty: 4528.586426
	Iteration 0F: 3 clusters Score -1074477 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1076455.125000 Penalty: 4528.586426
	Iteration 1F: 3 clusters Score -1076455 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1076732.125000 Penalty: 4528.586426
	Iteration 2F: 3 clusters Score -1076732 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1076931.250000 Penalty: 4528.586426
	Iteration 3Q: 3 clusters Score -1076931 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1077101.500000 Penalty: 4528.586426
	Iteration 4Q: 3 clusters Score -1077102 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1077269.375000 Penalty: 4528.586426
	Iteration 5Q: 3 clusters Score -1077269 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1077435.375000 Penalty: 4528.586426
	Iteration 6Q: 3 clusters Score -1077435 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1077611.250000 Penalty: 4528.586426
	Iteration 7Q: 3 clusters Score -1077611 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1077814.125000 Penalty: 4528.586426
	Iteration 8Q: 3 clusters Score -1077814 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1078035.625000 Penalty: 4528.586426
	Iteration 9Q: 3 clusters Score -1078036 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1078286.875000 Penalty: 4528.586426
	Iteration 10Q: 3 clusters Score -1078287 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1078557.000000 Penalty: 4528.586426
	Iteration 11Q: 3 clusters Score -1078557 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1078852.125000 Penalty: 4528.586426
	Iteration 12Q: 3 clusters Score -1078852 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1079098.500000 Penalty: 4528.586426
	Iteration 13Q: 3 clusters Score -1079098 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1079268.250000 Penalty: 4528.586426
	Iteration 14Q: 3 clusters Score -1079268 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1079392.000000 Penalty: 4528.586426
	Iteration 15Q: 3 clusters Score -1079392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1079479.750000 Penalty: 4528.586426
	Iteration 16Q: 3 clusters Score -1079480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1079540.750000 Penalty: 4528.586426
	Iteration 17Q: 3 clusters Score -1079541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1079583.750000 Penalty: 4528.586426
	Iteration 18Q: 3 clusters Score -1079584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1079617.875000 Penalty: 4528.586426
	Iteration 19Q: 3 clusters Score -1079618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1079641.250000 Penalty: 4528.586426
	Iteration 20F: 3 clusters Score -1079641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1079659.000000 Penalty: 4528.586426
	Iteration 21Q: 3 clusters Score -1079659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1079673.875000 Penalty: 4528.586426
	Iteration 22Q: 3 clusters Score -1079674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1079682.000000 Penalty: 4528.586426
	Iteration 23Q: 3 clusters Score -1079682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1079690.875000 Penalty: 4528.586426
	Iteration 24Q: 3 clusters Score -1079691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1079698.250000 Penalty: 4528.586426
	Iteration 25Q: 3 clusters Score -1079698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1079700.625000 Penalty: 4528.586426
	Iteration 26Q: 3 clusters Score -1079701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1079704.875000 Penalty: 4528.586426
	Iteration 27Q: 3 clusters Score -1079705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1079704.875000 Penalty: 4528.586426
	Iteration 28F: 3 clusters Score -1079705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Entering Unmasked Estep 
Score: -1063673.750000 Penalty: 2257.924805
	Iteration 0F: 2 clusters Score -1063674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1056637.125000 Penalty: 4515.849609
	Iteration 0F: 3 clusters Score -1056637 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1058667.875000 Penalty: 4515.849609
	Iteration 1F: 3 clusters Score -1058668 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1058987.750000 Penalty: 4515.849609
	Iteration 2F: 3 clusters Score -1058988 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1059281.875000 Penalty: 4515.849609
	Iteration 3F: 3 clusters Score -1059282 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1059547.375000 Penalty: 4515.849609
	Iteration 4F: 3 clusters Score -1059547 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1059781.625000 Penalty: 4515.849609
	Iteration 5Q: 3 clusters Score -1059782 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1060036.875000 Penalty: 4515.849609
	Iteration 6Q: 3 clusters Score -1060037 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1060336.750000 Penalty: 4515.849609
	Iteration 7Q: 3 clusters Score -1060337 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1060657.375000 Penalty: 4515.849609
	Iteration 8Q: 3 clusters Score -1060657 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1060960.750000 Penalty: 4515.849609
	Iteration 9Q: 3 clusters Score -1060961 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1061175.750000 Penalty: 4515.849609
	Iteration 10Q: 3 clusters Score -1061176 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1061289.750000 Penalty: 4515.849609
	Iteration 11Q: 3 clusters Score -1061290 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1061362.625000 Penalty: 4515.849609
	Iteration 12Q: 3 clusters Score -1061363 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1061406.250000 Penalty: 4515.849609
	Iteration 13Q: 3 clusters Score -1061406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1061450.125000 Penalty: 4515.849609
	Iteration 14Q: 3 clusters Score -1061450 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1061477.250000 Penalty: 4515.849609
	Iteration 15Q: 3 clusters Score -1061477 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1061499.750000 Penalty: 4515.849609
	Iteration 16Q: 3 clusters Score -1061500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1061511.750000 Penalty: 4515.849609
	Iteration 17Q: 3 clusters Score -1061512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1061521.500000 Penalty: 4515.849609
	Iteration 18Q: 3 clusters Score -1061522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1061529.125000 Penalty: 4515.849609
	Iteration 19Q: 3 clusters Score -1061529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1061532.625000 Penalty: 4515.849609
	Iteration 20F: 3 clusters Score -1061533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1061534.875000 Penalty: 4515.849609
	Iteration 21Q: 3 clusters Score -1061535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1061537.125000 Penalty: 4515.849609
	Iteration 22Q: 3 clusters Score -1061537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1061537.875000 Penalty: 4515.849609
	Iteration 23Q: 3 clusters Score -1061538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1061540.875000 Penalty: 4515.849609
	Iteration 24Q: 3 clusters Score -1061541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1061541.250000 Penalty: 4515.849609
	Iteration 25Q: 3 clusters Score -1061541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1061541.500000 Penalty: 4515.849609
	Iteration 26Q: 3 clusters Score -1061542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1061543.500000 Penalty: 4515.849609
	Iteration 27Q: 3 clusters Score -1061544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1061543.250000 Penalty: 4515.849609
	Iteration 28Q: 3 clusters Score -1061543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1061545.250000 Penalty: 4515.849609
	Iteration 29Q: 3 clusters Score -1061545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1061545.250000 Penalty: 4515.849609
	Iteration 30Q: 3 clusters Score -1061545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1061545.250000 Penalty: 4515.849609
	Iteration 31Q: 3 clusters Score -1061545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1061545.750000 Penalty: 4515.849609
	Iteration 32Q: 3 clusters Score -1061546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1061545.750000 Penalty: 4515.849609
	Iteration 33F: 3 clusters Score -1061546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -131703.562500 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -131703.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -129650.250000 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -129650.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130227.835938 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -130227.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -130502.640625 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -130502.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -130672.351562 Penalty: 3550.236816
	Iteration 3F: 3 clusters Score -130672.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -130868.750000 Penalty: 3550.236816
	Iteration 4F: 3 clusters Score -130868.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -130988.164062 Penalty: 3550.236816
	Iteration 5F: 3 clusters Score -130988.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -131078.484375 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -131078.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -131120.687500 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -131120.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -131161.984375 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -131162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -131189.796875 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -131189.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -131207.859375 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -131207.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -131227.671875 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -131227.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -131239.515625 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -131239.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -131245.156250 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -131245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -131255.625000 Penalty: 3550.236816
	Iteration 14Q: 3 clusters Score -131255.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -131262.796875 Penalty: 3550.236816
	Iteration 15Q: 3 clusters Score -131262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -131272.859375 Penalty: 3550.236816
	Iteration 16Q: 3 clusters Score -131272.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -131296.703125 Penalty: 3550.236816
	Iteration 17Q: 3 clusters Score -131296.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -131320.562500 Penalty: 3550.236816
	Iteration 18Q: 3 clusters Score -131320.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -131323.656250 Penalty: 3550.236816
	Iteration 19Q: 3 clusters Score -131323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -131340.281250 Penalty: 3550.236816
	Iteration 20F: 3 clusters Score -131340.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -131377.687500 Penalty: 3550.236816
	Iteration 21Q: 3 clusters Score -131377.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -131413.093750 Penalty: 3550.236816
	Iteration 22Q: 3 clusters Score -131413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -131429.859375 Penalty: 3550.236816
	Iteration 23Q: 3 clusters Score -131429.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -131439.015625 Penalty: 3550.236816
	Iteration 24Q: 3 clusters Score -131439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -131450.828125 Penalty: 3550.236816
	Iteration 25Q: 3 clusters Score -131450.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -131463.078125 Penalty: 3550.236816
	Iteration 26Q: 3 clusters Score -131463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -131469.125000 Penalty: 3550.236816
	Iteration 27Q: 3 clusters Score -131469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -131469.125000 Penalty: 3550.236816
	Iteration 28F: 3 clusters Score -131469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Entering Unmasked Estep 
Score: -4806612.500000 Penalty: 2643.105225
	Iteration 0F: 2 clusters Score -4806612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4777954.500000 Penalty: 5286.210449
	Iteration 0F: 3 clusters Score -4777954 nChanged 19432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4788624.000000 Penalty: 5286.210449
	Iteration 1F: 3 clusters Score -4788624 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4789223.500000 Penalty: 5286.210449
	Iteration 2Q: 3 clusters Score -4789224 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -4790131.500000 Penalty: 5286.210449
	Iteration 3Q: 3 clusters Score -4790132 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -4791388.000000 Penalty: 5286.210449
	Iteration 4Q: 3 clusters Score -4791388 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -4792792.000000 Penalty: 5286.210449
	Iteration 5F: 3 clusters Score -4792792 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -4794251.500000 Penalty: 5286.210449
	Iteration 6F: 3 clusters Score -4794252 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -4795827.000000 Penalty: 5286.210449
	Iteration 7F: 3 clusters Score -4795827 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4797468.500000 Penalty: 5286.210449
	Iteration 8F: 3 clusters Score -4797468 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -4798940.000000 Penalty: 5286.210449
	Iteration 9F: 3 clusters Score -4798940 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -4800261.000000 Penalty: 5286.210449
	Iteration 10F: 3 clusters Score -4800261 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -4801402.000000 Penalty: 5286.210449
	Iteration 11Q: 3 clusters Score -4801402 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -4802488.500000 Penalty: 5286.210449
	Iteration 12Q: 3 clusters Score -4802488 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -4803680.500000 Penalty: 5286.210449
	Iteration 13Q: 3 clusters Score -4803680 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -4804852.000000 Penalty: 5286.210449
	Iteration 14Q: 3 clusters Score -4804852 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -4805688.000000 Penalty: 5286.210449
	Iteration 15Q: 3 clusters Score -4805688 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -4806077.000000 Penalty: 5286.210449
	Iteration 16Q: 3 clusters Score -4806077 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -4806294.000000 Penalty: 5286.210449
	Iteration 17Q: 3 clusters Score -4806294 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -4806419.000000 Penalty: 5286.210449
	Iteration 18Q: 3 clusters Score -4806419 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -4806489.500000 Penalty: 5286.210449
	Iteration 19Q: 3 clusters Score -4806490 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -4806535.500000 Penalty: 5286.210449
	Iteration 20F: 3 clusters Score -4806536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -4806559.000000 Penalty: 5286.210449
	Iteration 21Q: 3 clusters Score -4806559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -4806573.000000 Penalty: 5286.210449
	Iteration 22Q: 3 clusters Score -4806573 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -4806587.000000 Penalty: 5286.210449
	Iteration 23Q: 3 clusters Score -4806587 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -4806597.000000 Penalty: 5286.210449
	Iteration 24Q: 3 clusters Score -4806597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -4806604.000000 Penalty: 5286.210449
	Iteration 25Q: 3 clusters Score -4806604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -4806604.500000 Penalty: 5286.210449
	Iteration 26Q: 3 clusters Score -4806604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -4806616.500000 Penalty: 5286.210449
	Iteration 27Q: 3 clusters Score -4806616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -4806620.500000 Penalty: 5286.210449
	Iteration 28Q: 3 clusters Score -4806620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -4806617.000000 Penalty: 5286.210449
	Iteration 29Q: 3 clusters Score -4806617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -4806616.500000 Penalty: 5286.210449
	Iteration 30Q: 3 clusters Score -4806616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -4806617.000000 Penalty: 5286.210449
	Iteration 31Q: 3 clusters Score -4806617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -4806619.000000 Penalty: 5286.210449
	Iteration 32Q: 3 clusters Score -4806619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -4806626.500000 Penalty: 5286.210449
	Iteration 33Q: 3 clusters Score -4806626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -4806631.000000 Penalty: 5286.210449
	Iteration 34Q: 3 clusters Score -4806631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -4806626.500000 Penalty: 5286.210449
	Iteration 35Q: 3 clusters Score -4806626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -4806627.500000 Penalty: 5286.210449
	Iteration 36Q: 3 clusters Score -4806628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -4806633.000000 Penalty: 5286.210449
	Iteration 37Q: 3 clusters Score -4806633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -4806633.000000 Penalty: 5286.210449
	Iteration 38F: 3 clusters Score -4806633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 3 contains 10517 members 
Mstep: Class 5 contains 201426 members 
Mstep: Class 7 contains 255308 members 
Mstep: Class 11 contains 9230 members 
Mstep: Class 13 contains 8996 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 17 contains 34313 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 24829 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 8792 members 
Mstep: Class 22 contains 25334 members 
Entering Unmasked Estep 
Score: -74631864.000000 Penalty: 46482.957031
Splitting cluster 16 changes total score from -74632008.000000 to -74631864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (34313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Entering Unmasked Estep 
Score: -4032842.500000 Penalty: 2589.933350
	Iteration 0F: 2 clusters Score -4032842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -4009491.000000 Penalty: 5179.866699
	Iteration 0F: 3 clusters Score -4009491 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -4017890.500000 Penalty: 5179.866699
	Iteration 1F: 3 clusters Score -4017890 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4018289.250000 Penalty: 5179.866699
	Iteration 2Q: 3 clusters Score -4018289 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4018620.500000 Penalty: 5179.866699
	Iteration 3Q: 3 clusters Score -4018620 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -4018946.500000 Penalty: 5179.866699
	Iteration 4Q: 3 clusters Score -4018946 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4019369.250000 Penalty: 5179.866699
	Iteration 5Q: 3 clusters Score -4019369 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4019870.000000 Penalty: 5179.866699
	Iteration 6Q: 3 clusters Score -4019870 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -4020608.750000 Penalty: 5179.866699
	Iteration 7Q: 3 clusters Score -4020609 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -4021804.500000 Penalty: 5179.866699
	Iteration 8F: 3 clusters Score -4021804 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -4023453.250000 Penalty: 5179.866699
	Iteration 9F: 3 clusters Score -4023453 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -4025488.500000 Penalty: 5179.866699
	Iteration 10F: 3 clusters Score -4025488 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -4027403.250000 Penalty: 5179.866699
	Iteration 11F: 3 clusters Score -4027403 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4028827.500000 Penalty: 5179.866699
	Iteration 12Q: 3 clusters Score -4028828 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -4029657.500000 Penalty: 5179.866699
	Iteration 13Q: 3 clusters Score -4029658 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -4030053.750000 Penalty: 5179.866699
	Iteration 14Q: 3 clusters Score -4030054 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -4030268.500000 Penalty: 5179.866699
	Iteration 15Q: 3 clusters Score -4030268 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -4030429.000000 Penalty: 5179.866699
	Iteration 16Q: 3 clusters Score -4030429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4030514.000000 Penalty: 5179.866699
	Iteration 17Q: 3 clusters Score -4030514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -4030552.000000 Penalty: 5179.866699
	Iteration 18Q: 3 clusters Score -4030552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -4030578.500000 Penalty: 5179.866699
	Iteration 19Q: 3 clusters Score -4030578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -4030601.750000 Penalty: 5179.866699
	Iteration 20F: 3 clusters Score -4030602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4030618.000000 Penalty: 5179.866699
	Iteration 21Q: 3 clusters Score -4030618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -4030627.500000 Penalty: 5179.866699
	Iteration 22Q: 3 clusters Score -4030628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -4030637.000000 Penalty: 5179.866699
	Iteration 23Q: 3 clusters Score -4030637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4030641.250000 Penalty: 5179.866699
	Iteration 24Q: 3 clusters Score -4030641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4030643.000000 Penalty: 5179.866699
	Iteration 25Q: 3 clusters Score -4030643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4030643.000000 Penalty: 5179.866699
	Iteration 26Q: 3 clusters Score -4030643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4030643.000000 Penalty: 5179.866699
	Iteration 27F: 3 clusters Score -4030643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -61329.808594 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -61329.81 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 314 members 
Entering Unmasked Estep 
Score: -59820.546875 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -59820.55 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60001.726562 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -60001.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60047.214844 Penalty: 3155.206055
	Iteration 2Q: 3 clusters Score -60047.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60068.250000 Penalty: 3155.206055
	Iteration 3Q: 3 clusters Score -60068.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60080.132812 Penalty: 3155.206055
	Iteration 4Q: 3 clusters Score -60080.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -60096.617188 Penalty: 3155.206055
	Iteration 5Q: 3 clusters Score -60096.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60123.957031 Penalty: 3155.206055
	Iteration 6Q: 3 clusters Score -60123.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60126.359375 Penalty: 3155.206055
	Iteration 7Q: 3 clusters Score -60126.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60131.054688 Penalty: 3155.206055
	Iteration 8Q: 3 clusters Score -60131.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60140.058594 Penalty: 3155.206055
	Iteration 9Q: 3 clusters Score -60140.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60141.164062 Penalty: 3155.206055
	Iteration 10Q: 3 clusters Score -60141.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60141.968750 Penalty: 3155.206055
	Iteration 11Q: 3 clusters Score -60141.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60147.707031 Penalty: 3155.206055
	Iteration 12Q: 3 clusters Score -60147.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60150.773438 Penalty: 3155.206055
	Iteration 13Q: 3 clusters Score -60150.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60152.882812 Penalty: 3155.206055
	Iteration 14Q: 3 clusters Score -60152.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60160.824219 Penalty: 3155.206055
	Iteration 15Q: 3 clusters Score -60160.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60163.632812 Penalty: 3155.206055
	Iteration 16Q: 3 clusters Score -60163.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60163.632812 Penalty: 3155.206055
	Iteration 17F: 3 clusters Score -60163.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Entering Unmasked Estep 
Score: -2911610.000000 Penalty: 2509.702148
	Iteration 0F: 2 clusters Score -2911610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2894292.250000 Penalty: 5019.404297
	Iteration 0F: 3 clusters Score -2894292 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2900166.750000 Penalty: 5019.404297
	Iteration 1F: 3 clusters Score -2900167 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2900549.250000 Penalty: 5019.404297
	Iteration 2Q: 3 clusters Score -2900549 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2901010.000000 Penalty: 5019.404297
	Iteration 3Q: 3 clusters Score -2901010 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2901558.000000 Penalty: 5019.404297
	Iteration 4Q: 3 clusters Score -2901558 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2902327.250000 Penalty: 5019.404297
	Iteration 5F: 3 clusters Score -2902327 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2903319.750000 Penalty: 5019.404297
	Iteration 6F: 3 clusters Score -2903320 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2904645.000000 Penalty: 5019.404297
	Iteration 7F: 3 clusters Score -2904645 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2906199.000000 Penalty: 5019.404297
	Iteration 8F: 3 clusters Score -2906199 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2907756.500000 Penalty: 5019.404297
	Iteration 9F: 3 clusters Score -2907756 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2908883.250000 Penalty: 5019.404297
	Iteration 10Q: 3 clusters Score -2908883 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2909477.500000 Penalty: 5019.404297
	Iteration 11Q: 3 clusters Score -2909478 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2909690.500000 Penalty: 5019.404297
	Iteration 12Q: 3 clusters Score -2909690 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2909791.250000 Penalty: 5019.404297
	Iteration 13Q: 3 clusters Score -2909791 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2909846.750000 Penalty: 5019.404297
	Iteration 14Q: 3 clusters Score -2909847 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2909892.250000 Penalty: 5019.404297
	Iteration 15Q: 3 clusters Score -2909892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2909922.500000 Penalty: 5019.404297
	Iteration 16Q: 3 clusters Score -2909922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2909935.500000 Penalty: 5019.404297
	Iteration 17Q: 3 clusters Score -2909936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2909959.000000 Penalty: 5019.404297
	Iteration 18Q: 3 clusters Score -2909959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2909973.750000 Penalty: 5019.404297
	Iteration 19Q: 3 clusters Score -2909974 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2909986.750000 Penalty: 5019.404297
	Iteration 20F: 3 clusters Score -2909987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2909998.500000 Penalty: 5019.404297
	Iteration 21Q: 3 clusters Score -2909998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2910004.250000 Penalty: 5019.404297
	Iteration 22Q: 3 clusters Score -2910004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2910008.000000 Penalty: 5019.404297
	Iteration 23Q: 3 clusters Score -2910008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2910017.500000 Penalty: 5019.404297
	Iteration 24Q: 3 clusters Score -2910018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2910021.500000 Penalty: 5019.404297
	Iteration 25Q: 3 clusters Score -2910022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2910025.000000 Penalty: 5019.404297
	Iteration 26Q: 3 clusters Score -2910025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2910037.000000 Penalty: 5019.404297
	Iteration 27Q: 3 clusters Score -2910037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2910039.500000 Penalty: 5019.404297
	Iteration 28Q: 3 clusters Score -2910040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2910044.000000 Penalty: 5019.404297
	Iteration 29Q: 3 clusters Score -2910044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2910038.500000 Penalty: 5019.404297
	Iteration 30Q: 3 clusters Score -2910038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2910037.500000 Penalty: 5019.404297
	Iteration 31Q: 3 clusters Score -2910038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2910037.250000 Penalty: 5019.404297
	Iteration 32Q: 3 clusters Score -2910037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2910037.250000 Penalty: 5019.404297
	Iteration 33F: 3 clusters Score -2910037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Entering Unmasked Estep 
Score: -3358646.250000 Penalty: 2547.853271
	Iteration 0F: 2 clusters Score -3358646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3338685.500000 Penalty: 5095.706543
	Iteration 0F: 3 clusters Score -3338686 nChanged 13060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3345756.500000 Penalty: 5095.706543
	Iteration 1F: 3 clusters Score -3345756 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3346401.000000 Penalty: 5095.706543
	Iteration 2F: 3 clusters Score -3346401 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3347204.000000 Penalty: 5095.706543
	Iteration 3F: 3 clusters Score -3347204 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3348106.750000 Penalty: 5095.706543
	Iteration 4F: 3 clusters Score -3348107 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3349073.000000 Penalty: 5095.706543
	Iteration 5F: 3 clusters Score -3349073 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3350052.250000 Penalty: 5095.706543
	Iteration 6F: 3 clusters Score -3350052 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3351003.000000 Penalty: 5095.706543
	Iteration 7F: 3 clusters Score -3351003 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3351891.250000 Penalty: 5095.706543
	Iteration 8F: 3 clusters Score -3351891 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -3352681.250000 Penalty: 5095.706543
	Iteration 9Q: 3 clusters Score -3352681 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3353352.250000 Penalty: 5095.706543
	Iteration 10Q: 3 clusters Score -3353352 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3354012.250000 Penalty: 5095.706543
	Iteration 11Q: 3 clusters Score -3354012 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3354612.750000 Penalty: 5095.706543
	Iteration 12Q: 3 clusters Score -3354613 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3355179.750000 Penalty: 5095.706543
	Iteration 13Q: 3 clusters Score -3355180 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3355696.000000 Penalty: 5095.706543
	Iteration 14Q: 3 clusters Score -3355696 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3356156.750000 Penalty: 5095.706543
	Iteration 15Q: 3 clusters Score -3356157 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3356554.250000 Penalty: 5095.706543
	Iteration 16Q: 3 clusters Score -3356554 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3356932.750000 Penalty: 5095.706543
	Iteration 17Q: 3 clusters Score -3356933 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3357177.500000 Penalty: 5095.706543
	Iteration 18Q: 3 clusters Score -3357178 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3357322.000000 Penalty: 5095.706543
	Iteration 19Q: 3 clusters Score -3357322 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3357427.000000 Penalty: 5095.706543
	Iteration 20F: 3 clusters Score -3357427 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3357501.000000 Penalty: 5095.706543
	Iteration 21Q: 3 clusters Score -3357501 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3357538.000000 Penalty: 5095.706543
	Iteration 22Q: 3 clusters Score -3357538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3357555.750000 Penalty: 5095.706543
	Iteration 23Q: 3 clusters Score -3357556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3357567.250000 Penalty: 5095.706543
	Iteration 24Q: 3 clusters Score -3357567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3357574.750000 Penalty: 5095.706543
	Iteration 25Q: 3 clusters Score -3357575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3357584.000000 Penalty: 5095.706543
	Iteration 26Q: 3 clusters Score -3357584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3357590.500000 Penalty: 5095.706543
	Iteration 27Q: 3 clusters Score -3357590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3357591.250000 Penalty: 5095.706543
	Iteration 28Q: 3 clusters Score -3357591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3357597.750000 Penalty: 5095.706543
	Iteration 29Q: 3 clusters Score -3357598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3357600.500000 Penalty: 5095.706543
	Iteration 30Q: 3 clusters Score -3357600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3357603.750000 Penalty: 5095.706543
	Iteration 31Q: 3 clusters Score -3357604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3357601.750000 Penalty: 5095.706543
	Iteration 32Q: 3 clusters Score -3357602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3357597.750000 Penalty: 5095.706543
	Iteration 33Q: 3 clusters Score -3357598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3357597.750000 Penalty: 5095.706543
	Iteration 34F: 3 clusters Score -3357598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Entering Unmasked Estep 
Score: -1017433.000000 Penalty: 2252.236084
	Iteration 0F: 2 clusters Score -1017433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1010482.750000 Penalty: 4504.472168
	Iteration 0F: 3 clusters Score -1010483 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1012399.125000 Penalty: 4504.472168
	Iteration 1F: 3 clusters Score -1012399 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1012722.000000 Penalty: 4504.472168
	Iteration 2F: 3 clusters Score -1012722 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1012946.937500 Penalty: 4504.472168
	Iteration 3F: 3 clusters Score -1012947 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1013140.312500 Penalty: 4504.472168
	Iteration 4Q: 3 clusters Score -1013140 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1013322.875000 Penalty: 4504.472168
	Iteration 5Q: 3 clusters Score -1013323 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1013517.687500 Penalty: 4504.472168
	Iteration 6Q: 3 clusters Score -1013518 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1013729.437500 Penalty: 4504.472168
	Iteration 7Q: 3 clusters Score -1013729 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1013974.250000 Penalty: 4504.472168
	Iteration 8Q: 3 clusters Score -1013974 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1014261.125000 Penalty: 4504.472168
	Iteration 9Q: 3 clusters Score -1014261 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1014550.812500 Penalty: 4504.472168
	Iteration 10Q: 3 clusters Score -1014551 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1014791.125000 Penalty: 4504.472168
	Iteration 11Q: 3 clusters Score -1014791 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1014983.312500 Penalty: 4504.472168
	Iteration 12Q: 3 clusters Score -1014983 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1015120.625000 Penalty: 4504.472168
	Iteration 13Q: 3 clusters Score -1015121 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1015228.125000 Penalty: 4504.472168
	Iteration 14Q: 3 clusters Score -1015228 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1015305.062500 Penalty: 4504.472168
	Iteration 15Q: 3 clusters Score -1015305 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1015369.500000 Penalty: 4504.472168
	Iteration 16Q: 3 clusters Score -1015370 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1015421.437500 Penalty: 4504.472168
	Iteration 17Q: 3 clusters Score -1015421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1015459.250000 Penalty: 4504.472168
	Iteration 18Q: 3 clusters Score -1015459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1015486.687500 Penalty: 4504.472168
	Iteration 19Q: 3 clusters Score -1015487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1015508.187500 Penalty: 4504.472168
	Iteration 20F: 3 clusters Score -1015508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1015527.187500 Penalty: 4504.472168
	Iteration 21Q: 3 clusters Score -1015527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1015540.125000 Penalty: 4504.472168
	Iteration 22Q: 3 clusters Score -1015540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1015549.125000 Penalty: 4504.472168
	Iteration 23Q: 3 clusters Score -1015549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1015562.437500 Penalty: 4504.472168
	Iteration 24Q: 3 clusters Score -1015562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1015570.187500 Penalty: 4504.472168
	Iteration 25Q: 3 clusters Score -1015570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1015581.187500 Penalty: 4504.472168
	Iteration 26Q: 3 clusters Score -1015581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1015590.312500 Penalty: 4504.472168
	Iteration 27Q: 3 clusters Score -1015590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1015593.687500 Penalty: 4504.472168
	Iteration 28Q: 3 clusters Score -1015594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1015597.812500 Penalty: 4504.472168
	Iteration 29Q: 3 clusters Score -1015598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1015604.125000 Penalty: 4504.472168
	Iteration 30Q: 3 clusters Score -1015604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1015605.312500 Penalty: 4504.472168
	Iteration 31Q: 3 clusters Score -1015605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1015605.312500 Penalty: 4504.472168
	Iteration 32F: 3 clusters Score -1015605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Entering Unmasked Estep 
Score: -2982180.250000 Penalty: 2514.696045
	Iteration 0F: 2 clusters Score -2982180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2964808.750000 Penalty: 5029.392090
	Iteration 0F: 3 clusters Score -2964809 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2971218.250000 Penalty: 5029.392090
	Iteration 1F: 3 clusters Score -2971218 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2972049.000000 Penalty: 5029.392090
	Iteration 2F: 3 clusters Score -2972049 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2972944.500000 Penalty: 5029.392090
	Iteration 3F: 3 clusters Score -2972944 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2974026.750000 Penalty: 5029.392090
	Iteration 4F: 3 clusters Score -2974027 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2975490.250000 Penalty: 5029.392090
	Iteration 5F: 3 clusters Score -2975490 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2977086.500000 Penalty: 5029.392090
	Iteration 6F: 3 clusters Score -2977086 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2978480.000000 Penalty: 5029.392090
	Iteration 7F: 3 clusters Score -2978480 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2979403.750000 Penalty: 5029.392090
	Iteration 8Q: 3 clusters Score -2979404 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2979785.000000 Penalty: 5029.392090
	Iteration 9Q: 3 clusters Score -2979785 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2979987.000000 Penalty: 5029.392090
	Iteration 10Q: 3 clusters Score -2979987 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2980141.750000 Penalty: 5029.392090
	Iteration 11Q: 3 clusters Score -2980142 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2980225.000000 Penalty: 5029.392090
	Iteration 12Q: 3 clusters Score -2980225 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2980317.750000 Penalty: 5029.392090
	Iteration 13Q: 3 clusters Score -2980318 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2980386.000000 Penalty: 5029.392090
	Iteration 14Q: 3 clusters Score -2980386 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2980460.500000 Penalty: 5029.392090
	Iteration 15Q: 3 clusters Score -2980460 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2980506.000000 Penalty: 5029.392090
	Iteration 16Q: 3 clusters Score -2980506 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2980552.000000 Penalty: 5029.392090
	Iteration 17Q: 3 clusters Score -2980552 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2980579.000000 Penalty: 5029.392090
	Iteration 18Q: 3 clusters Score -2980579 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2980615.500000 Penalty: 5029.392090
	Iteration 19Q: 3 clusters Score -2980616 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2980649.500000 Penalty: 5029.392090
	Iteration 20F: 3 clusters Score -2980650 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2980669.500000 Penalty: 5029.392090
	Iteration 21Q: 3 clusters Score -2980670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2980677.000000 Penalty: 5029.392090
	Iteration 22Q: 3 clusters Score -2980677 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2980689.750000 Penalty: 5029.392090
	Iteration 23Q: 3 clusters Score -2980690 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2980699.500000 Penalty: 5029.392090
	Iteration 24Q: 3 clusters Score -2980700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2980696.250000 Penalty: 5029.392090
	Iteration 25Q: 3 clusters Score -2980696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2980689.750000 Penalty: 5029.392090
	Iteration 26Q: 3 clusters Score -2980690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2980712.000000 Penalty: 5029.392090
	Iteration 27Q: 3 clusters Score -2980712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2980721.500000 Penalty: 5029.392090
	Iteration 28Q: 3 clusters Score -2980722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2980731.250000 Penalty: 5029.392090
	Iteration 29Q: 3 clusters Score -2980731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2980737.000000 Penalty: 5029.392090
	Iteration 30Q: 3 clusters Score -2980737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2980743.500000 Penalty: 5029.392090
	Iteration 31Q: 3 clusters Score -2980744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2980746.500000 Penalty: 5029.392090
	Iteration 32Q: 3 clusters Score -2980746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2980761.750000 Penalty: 5029.392090
	Iteration 33Q: 3 clusters Score -2980762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2980769.500000 Penalty: 5029.392090
	Iteration 34Q: 3 clusters Score -2980770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2980764.000000 Penalty: 5029.392090
	Iteration 35Q: 3 clusters Score -2980764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2980767.750000 Penalty: 5029.392090
	Iteration 36Q: 3 clusters Score -2980768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2980773.000000 Penalty: 5029.392090
	Iteration 37Q: 3 clusters Score -2980773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2980776.500000 Penalty: 5029.392090
	Iteration 38Q: 3 clusters Score -2980776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2980786.500000 Penalty: 5029.392090
	Iteration 39Q: 3 clusters Score -2980786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2980780.250000 Penalty: 5029.392090
	Iteration 40F: 3 clusters Score -2980780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2980786.250000 Penalty: 5029.392090
	Iteration 41Q: 3 clusters Score -2980786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2980788.250000 Penalty: 5029.392090
	Iteration 42Q: 3 clusters Score -2980788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2980790.750000 Penalty: 5029.392090
	Iteration 43Q: 3 clusters Score -2980791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2980789.750000 Penalty: 5029.392090
	Iteration 44Q: 3 clusters Score -2980790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2980792.250000 Penalty: 5029.392090
	Iteration 45Q: 3 clusters Score -2980792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2980790.000000 Penalty: 5029.392090
	Iteration 46Q: 3 clusters Score -2980790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -2980787.000000 Penalty: 5029.392090
	Iteration 47Q: 3 clusters Score -2980787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2980790.750000 Penalty: 5029.392090
	Iteration 48Q: 3 clusters Score -2980791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2980790.000000 Penalty: 5029.392090
	Iteration 49Q: 3 clusters Score -2980790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2980789.000000 Penalty: 5029.392090
	Iteration 50Q: 3 clusters Score -2980789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2980787.250000 Penalty: 5029.392090
	Iteration 51Q: 3 clusters Score -2980787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2980790.250000 Penalty: 5029.392090
	Iteration 52Q: 3 clusters Score -2980790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2980789.500000 Penalty: 5029.392090
	Iteration 53Q: 3 clusters Score -2980790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2980791.500000 Penalty: 5029.392090
	Iteration 54Q: 3 clusters Score -2980792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2980791.500000 Penalty: 5029.392090
	Iteration 55F: 3 clusters Score -2980792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 10517 members 
Mstep: Class 5 contains 201426 members 
Mstep: Class 7 contains 255308 members 
Mstep: Class 11 contains 9230 members 
Mstep: Class 13 contains 8996 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 42518 members 
Mstep: Class 17 contains 34313 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 24829 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 8792 members 
Mstep: Class 22 contains 25334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632464.000000 Penalty: 43162.746094
Iteration 39Q: 14 clusters Score -7.463246e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 10586 members 
Mstep: Class 5 contains 200367 members 
Mstep: Class 7 contains 256519 members 
Mstep: Class 11 contains 9250 members 
Mstep: Class 13 contains 9028 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 42432 members 
Mstep: Class 17 contains 34106 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 24811 members 
Mstep: Class 20 contains 28949 members 
Mstep: Class 21 contains 8720 members 
Mstep: Class 22 contains 25453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633416.000000 Penalty: 43162.746094
Iteration 40F: 14 clusters Score -7.463342e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 10967 members 
Mstep: Class 5 contains 199310 members 
Mstep: Class 7 contains 257383 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 13 contains 9052 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 42337 members 
Mstep: Class 17 contains 33925 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 24793 members 
Mstep: Class 20 contains 28946 members 
Mstep: Class 21 contains 8640 members 
Mstep: Class 22 contains 25581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633960.000000 Penalty: 43162.746094
Iteration 41Q: 14 clusters Score -7.463396e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 11311 members 
Mstep: Class 5 contains 198318 members 
Mstep: Class 7 contains 258232 members 
Mstep: Class 11 contains 9336 members 
Mstep: Class 13 contains 9090 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 42219 members 
Mstep: Class 17 contains 33746 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24774 members 
Mstep: Class 20 contains 28941 members 
Mstep: Class 21 contains 8561 members 
Mstep: Class 22 contains 25694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634592.000000 Penalty: 43162.746094
Iteration 42Q: 14 clusters Score -7.463459e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 11618 members 
Mstep: Class 5 contains 197293 members 
Mstep: Class 7 contains 259204 members 
Mstep: Class 11 contains 9375 members 
Mstep: Class 13 contains 9111 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 42087 members 
Mstep: Class 17 contains 33562 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 24757 members 
Mstep: Class 20 contains 28938 members 
Mstep: Class 21 contains 8485 members 
Mstep: Class 22 contains 25792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635400.000000 Penalty: 43162.746094
Iteration 43Q: 14 clusters Score -7.46354e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 11888 members 
Mstep: Class 5 contains 196428 members 
Mstep: Class 7 contains 260133 members 
Mstep: Class 11 contains 9404 members 
Mstep: Class 13 contains 9117 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 41965 members 
Mstep: Class 17 contains 33325 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 24746 members 
Mstep: Class 20 contains 28936 members 
Mstep: Class 21 contains 8417 members 
Mstep: Class 22 contains 25868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636040.000000 Penalty: 43162.746094
Iteration 44Q: 14 clusters Score -7.463604e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 12117 members 
Mstep: Class 5 contains 195660 members 
Mstep: Class 7 contains 260962 members 
Mstep: Class 11 contains 9452 members 
Mstep: Class 13 contains 9130 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 41845 members 
Mstep: Class 17 contains 33104 members 
Mstep: Class 18 contains 576 members 
Mstep: Class 19 contains 24734 members 
Mstep: Class 20 contains 28938 members 
Mstep: Class 21 contains 8341 members 
Mstep: Class 22 contains 25946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636416.000000 Penalty: 43162.746094
Iteration 45Q: 14 clusters Score -7.463642e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 12285 members 
Mstep: Class 5 contains 195084 members 
Mstep: Class 7 contains 261684 members 
Mstep: Class 11 contains 9495 members 
Mstep: Class 13 contains 9143 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 41731 members 
Mstep: Class 17 contains 32868 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24726 members 
Mstep: Class 20 contains 28935 members 
Mstep: Class 21 contains 8270 members 
Mstep: Class 22 contains 26010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636440.000000 Penalty: 43162.746094
Iteration 46Q: 14 clusters Score -7.463644e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 12431 members 
Mstep: Class 5 contains 194630 members 
Mstep: Class 7 contains 262284 members 
Mstep: Class 11 contains 9547 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 41633 members 
Mstep: Class 17 contains 32635 members 
Mstep: Class 18 contains 576 members 
Mstep: Class 19 contains 24718 members 
Mstep: Class 20 contains 28933 members 
Mstep: Class 21 contains 8201 members 
Mstep: Class 22 contains 26064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636704.000000 Penalty: 43162.746094
Iteration 47Q: 14 clusters Score -7.46367e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 12551 members 
Mstep: Class 5 contains 194214 members 
Mstep: Class 7 contains 262835 members 
Mstep: Class 11 contains 9590 members 
Mstep: Class 13 contains 9182 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 41551 members 
Mstep: Class 17 contains 32419 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 24721 members 
Mstep: Class 20 contains 28929 members 
Mstep: Class 21 contains 8107 members 
Mstep: Class 22 contains 26132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636952.000000 Penalty: 43162.746094
Iteration 48Q: 14 clusters Score -7.463695e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 12654 members 
Mstep: Class 5 contains 193874 members 
Mstep: Class 7 contains 263320 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 13 contains 9200 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 41453 members 
Mstep: Class 17 contains 32217 members 
Mstep: Class 18 contains 577 members 
Mstep: Class 19 contains 24706 members 
Mstep: Class 20 contains 28927 members 
Mstep: Class 21 contains 8023 members 
Mstep: Class 22 contains 26191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637192.000000 Penalty: 43162.746094
Iteration 49Q: 14 clusters Score -7.463719e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 12756 members 
Mstep: Class 5 contains 193629 members 
Mstep: Class 7 contains 263684 members 
Mstep: Class 11 contains 9728 members 
Mstep: Class 13 contains 9209 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 41361 members 
Mstep: Class 17 contains 32053 members 
Mstep: Class 18 contains 576 members 
Mstep: Class 19 contains 24700 members 
Mstep: Class 20 contains 28929 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 26244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637376.000000 Penalty: 43162.746094
Iteration 50Q: 14 clusters Score -7.463738e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 12856 members 
Mstep: Class 5 contains 193426 members 
Mstep: Class 7 contains 263979 members 
Mstep: Class 11 contains 9800 members 
Mstep: Class 13 contains 9224 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 41276 members 
Mstep: Class 17 contains 31883 members 
Mstep: Class 18 contains 576 members 
Mstep: Class 19 contains 24693 members 
Mstep: Class 20 contains 28926 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 26299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637544.000000 Penalty: 43162.746094
Iteration 51Q: 14 clusters Score -7.463754e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 12960 members 
Mstep: Class 5 contains 193256 members 
Mstep: Class 7 contains 264208 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 13 contains 9251 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 41208 members 
Mstep: Class 17 contains 31712 members 
Mstep: Class 18 contains 576 members 
Mstep: Class 19 contains 24683 members 
Mstep: Class 20 contains 28926 members 
Mstep: Class 21 contains 7809 members 
Mstep: Class 22 contains 26346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637768.000000 Penalty: 43162.746094
Iteration 52Q: 14 clusters Score -7.463777e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13055 members 
Mstep: Class 5 contains 193124 members 
Mstep: Class 7 contains 264398 members 
Mstep: Class 11 contains 9928 members 
Mstep: Class 13 contains 9277 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 41148 members 
Mstep: Class 17 contains 31552 members 
Mstep: Class 18 contains 576 members 
Mstep: Class 19 contains 24672 members 
Mstep: Class 20 contains 28924 members 
Mstep: Class 21 contains 7758 members 
Mstep: Class 22 contains 26398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637744.000000 Penalty: 43162.746094
Iteration 53Q: 14 clusters Score -7.463774e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13125 members 
Mstep: Class 5 contains 192983 members 
Mstep: Class 7 contains 264646 members 
Mstep: Class 11 contains 10003 members 
Mstep: Class 13 contains 9293 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 41073 members 
Mstep: Class 17 contains 31387 members 
Mstep: Class 18 contains 576 members 
Mstep: Class 19 contains 24657 members 
Mstep: Class 20 contains 28922 members 
Mstep: Class 21 contains 7691 members 
Mstep: Class 22 contains 26454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637640.000000 Penalty: 43162.746094
Iteration 54Q: 14 clusters Score -7.463764e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13200 members 
Mstep: Class 5 contains 192847 members 
Mstep: Class 7 contains 264827 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 13 contains 9322 members 
Mstep: Class 15 contains 1272 members 
Mstep: Class 16 contains 40998 members 
Mstep: Class 17 contains 31266 members 
Mstep: Class 18 contains 576 members 
Mstep: Class 19 contains 24653 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 7627 members 
Mstep: Class 22 contains 26523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637792.000000 Penalty: 43162.746094
Iteration 55Q: 14 clusters Score -7.463779e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13264 members 
Mstep: Class 5 contains 192747 members 
Mstep: Class 7 contains 265010 members 
Mstep: Class 11 contains 10098 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 40911 members 
Mstep: Class 17 contains 31162 members 
Mstep: Class 18 contains 576 members 
Mstep: Class 19 contains 24633 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 7576 members 
Mstep: Class 22 contains 26575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637816.000000 Penalty: 43162.746094
Iteration 56Q: 14 clusters Score -7.463782e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13320 members 
Mstep: Class 5 contains 192684 members 
Mstep: Class 7 contains 265129 members 
Mstep: Class 11 contains 10163 members 
Mstep: Class 13 contains 9365 members 
Mstep: Class 15 contains 1270 members 
Mstep: Class 16 contains 40824 members 
Mstep: Class 17 contains 31065 members 
Mstep: Class 18 contains 576 members 
Mstep: Class 19 contains 24622 members 
Mstep: Class 20 contains 28914 members 
Mstep: Class 21 contains 7533 members 
Mstep: Class 22 contains 26619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637904.000000 Penalty: 43162.746094
Iteration 57Q: 14 clusters Score -7.46379e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13368 members 
Mstep: Class 5 contains 192651 members 
Mstep: Class 7 contains 265231 members 
Mstep: Class 11 contains 10222 members 
Mstep: Class 13 contains 9389 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 40752 members 
Mstep: Class 17 contains 30954 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24618 members 
Mstep: Class 20 contains 28911 members 
Mstep: Class 21 contains 7484 members 
Mstep: Class 22 contains 26660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637856.000000 Penalty: 43162.746094
Iteration 58Q: 14 clusters Score -7.463786e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13412 members 
Mstep: Class 5 contains 192628 members 
Mstep: Class 7 contains 265347 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 40657 members 
Mstep: Class 17 contains 30843 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24619 members 
Mstep: Class 20 contains 28912 members 
Mstep: Class 21 contains 7439 members 
Mstep: Class 22 contains 26694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637928.000000 Penalty: 43162.746094
Iteration 59Q: 14 clusters Score -7.463793e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13454 members 
Mstep: Class 5 contains 192565 members 
Mstep: Class 7 contains 265481 members 
Mstep: Class 11 contains 10369 members 
Mstep: Class 13 contains 9413 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 40570 members 
Mstep: Class 17 contains 30734 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24618 members 
Mstep: Class 20 contains 28911 members 
Mstep: Class 21 contains 7394 members 
Mstep: Class 22 contains 26731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638072.000000 Penalty: 43162.746094
Iteration 60F: 14 clusters Score -7.463807e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13497 members 
Mstep: Class 5 contains 192489 members 
Mstep: Class 7 contains 265604 members 
Mstep: Class 11 contains 10468 members 
Mstep: Class 13 contains 9434 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 40486 members 
Mstep: Class 17 contains 30622 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24611 members 
Mstep: Class 20 contains 28912 members 
Mstep: Class 21 contains 7360 members 
Mstep: Class 22 contains 26758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638152.000000 Penalty: 43162.746094
Iteration 61Q: 14 clusters Score -7.463815e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 5 contains 192394 members 
Mstep: Class 7 contains 265711 members 
Mstep: Class 11 contains 10578 members 
Mstep: Class 13 contains 9445 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 40398 members 
Mstep: Class 17 contains 30541 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24612 members 
Mstep: Class 20 contains 28910 members 
Mstep: Class 21 contains 7325 members 
Mstep: Class 22 contains 26795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638336.000000 Penalty: 43162.746094
Iteration 62Q: 14 clusters Score -7.463834e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13568 members 
Mstep: Class 5 contains 192306 members 
Mstep: Class 7 contains 265806 members 
Mstep: Class 11 contains 10713 members 
Mstep: Class 13 contains 9460 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 40293 members 
Mstep: Class 17 contains 30464 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24612 members 
Mstep: Class 20 contains 28907 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 26834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638320.000000 Penalty: 43162.746094
Iteration 63Q: 14 clusters Score -7.463832e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13599 members 
Mstep: Class 5 contains 192218 members 
Mstep: Class 7 contains 265924 members 
Mstep: Class 11 contains 10826 members 
Mstep: Class 13 contains 9475 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 40207 members 
Mstep: Class 17 contains 30366 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24610 members 
Mstep: Class 20 contains 28908 members 
Mstep: Class 21 contains 7238 members 
Mstep: Class 22 contains 26870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638488.000000 Penalty: 43162.746094
Iteration 64Q: 14 clusters Score -7.463849e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13630 members 
Mstep: Class 5 contains 192108 members 
Mstep: Class 7 contains 266064 members 
Mstep: Class 11 contains 10909 members 
Mstep: Class 13 contains 9487 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 40139 members 
Mstep: Class 17 contains 30277 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24607 members 
Mstep: Class 20 contains 28908 members 
Mstep: Class 21 contains 7199 members 
Mstep: Class 22 contains 26913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638448.000000 Penalty: 43162.746094
Iteration 65Q: 14 clusters Score -7.463845e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13649 members 
Mstep: Class 5 contains 192013 members 
Mstep: Class 7 contains 266194 members 
Mstep: Class 11 contains 10990 members 
Mstep: Class 13 contains 9498 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 40066 members 
Mstep: Class 17 contains 30209 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24603 members 
Mstep: Class 20 contains 28906 members 
Mstep: Class 21 contains 7161 members 
Mstep: Class 22 contains 26952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638520.000000 Penalty: 43162.746094
Iteration 66Q: 14 clusters Score -7.463852e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13666 members 
Mstep: Class 5 contains 191921 members 
Mstep: Class 7 contains 266307 members 
Mstep: Class 11 contains 11084 members 
Mstep: Class 13 contains 9506 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 39993 members 
Mstep: Class 17 contains 30149 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24600 members 
Mstep: Class 20 contains 28907 members 
Mstep: Class 21 contains 7120 members 
Mstep: Class 22 contains 26988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638608.000000 Penalty: 43162.746094
Iteration 67Q: 14 clusters Score -7.463861e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 5 contains 191830 members 
Mstep: Class 7 contains 266428 members 
Mstep: Class 11 contains 11183 members 
Mstep: Class 13 contains 9517 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 39919 members 
Mstep: Class 17 contains 30080 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24600 members 
Mstep: Class 20 contains 28907 members 
Mstep: Class 21 contains 7078 members 
Mstep: Class 22 contains 27019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638728.000000 Penalty: 43162.746094
Iteration 68Q: 14 clusters Score -7.463873e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13693 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 7 contains 266512 members 
Mstep: Class 11 contains 11292 members 
Mstep: Class 13 contains 9527 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 39847 members 
Mstep: Class 17 contains 30017 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24598 members 
Mstep: Class 20 contains 28910 members 
Mstep: Class 21 contains 7037 members 
Mstep: Class 22 contains 27066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638600.000000 Penalty: 43162.746094
Iteration 69Q: 14 clusters Score -7.46386e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13711 members 
Mstep: Class 5 contains 191675 members 
Mstep: Class 7 contains 266569 members 
Mstep: Class 11 contains 11414 members 
Mstep: Class 13 contains 9537 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 39770 members 
Mstep: Class 17 contains 29936 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24603 members 
Mstep: Class 20 contains 28911 members 
Mstep: Class 21 contains 6999 members 
Mstep: Class 22 contains 27116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638504.000000 Penalty: 43162.746094
Iteration 70Q: 14 clusters Score -7.46385e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13727 members 
Mstep: Class 5 contains 191626 members 
Mstep: Class 7 contains 266612 members 
Mstep: Class 11 contains 11559 members 
Mstep: Class 13 contains 9544 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 39686 members 
Mstep: Class 17 contains 29850 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24607 members 
Mstep: Class 20 contains 28911 members 
Mstep: Class 21 contains 6954 members 
Mstep: Class 22 contains 27165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638536.000000 Penalty: 43162.746094
Iteration 71Q: 14 clusters Score -7.463854e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13733 members 
Mstep: Class 5 contains 191590 members 
Mstep: Class 7 contains 266652 members 
Mstep: Class 11 contains 11697 members 
Mstep: Class 13 contains 9546 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 39592 members 
Mstep: Class 17 contains 29784 members 
Mstep: Class 18 contains 575 members 
Mstep: Class 19 contains 24605 members 
Mstep: Class 20 contains 28912 members 
Mstep: Class 21 contains 6916 members 
Mstep: Class 22 contains 27214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638656.000000 Penalty: 43162.746094
Iteration 72Q: 14 clusters Score -7.463866e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13738 members 
Mstep: Class 5 contains 191552 members 
Mstep: Class 7 contains 266699 members 
Mstep: Class 11 contains 11812 members 
Mstep: Class 13 contains 9545 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 39506 members 
Mstep: Class 17 contains 29739 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 24601 members 
Mstep: Class 20 contains 28911 members 
Mstep: Class 21 contains 6890 members 
Mstep: Class 22 contains 27249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638664.000000 Penalty: 43162.746094
Iteration 73Q: 14 clusters Score -7.463866e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13750 members 
Mstep: Class 5 contains 191513 members 
Mstep: Class 7 contains 266730 members 
Mstep: Class 11 contains 11945 members 
Mstep: Class 13 contains 9547 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 39416 members 
Mstep: Class 17 contains 29690 members 
Mstep: Class 18 contains 573 members 
Mstep: Class 19 contains 24600 members 
Mstep: Class 20 contains 28912 members 
Mstep: Class 21 contains 6866 members 
Mstep: Class 22 contains 27274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638624.000000 Penalty: 43162.746094
Iteration 74Q: 14 clusters Score -7.463862e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 5 contains 191475 members 
Mstep: Class 7 contains 266750 members 
Mstep: Class 11 contains 12078 members 
Mstep: Class 13 contains 9553 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 39328 members 
Mstep: Class 17 contains 29636 members 
Mstep: Class 18 contains 573 members 
Mstep: Class 19 contains 24596 members 
Mstep: Class 20 contains 28912 members 
Mstep: Class 21 contains 6836 members 
Mstep: Class 22 contains 27317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638632.000000 Penalty: 43162.746094
Iteration 75Q: 14 clusters Score -7.463863e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13772 members 
Mstep: Class 5 contains 191424 members 
Mstep: Class 7 contains 266776 members 
Mstep: Class 11 contains 12237 members 
Mstep: Class 13 contains 9560 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 39240 members 
Mstep: Class 17 contains 29576 members 
Mstep: Class 18 contains 573 members 
Mstep: Class 19 contains 24590 members 
Mstep: Class 20 contains 28913 members 
Mstep: Class 21 contains 6803 members 
Mstep: Class 22 contains 27352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638792.000000 Penalty: 43162.746094
Iteration 76Q: 14 clusters Score -7.463879e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13782 members 
Mstep: Class 5 contains 191372 members 
Mstep: Class 7 contains 266790 members 
Mstep: Class 11 contains 12420 members 
Mstep: Class 13 contains 9566 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 39145 members 
Mstep: Class 17 contains 29525 members 
Mstep: Class 18 contains 573 members 
Mstep: Class 19 contains 24581 members 
Mstep: Class 20 contains 28912 members 
Mstep: Class 21 contains 6779 members 
Mstep: Class 22 contains 27372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638896.000000 Penalty: 43162.746094
Iteration 77Q: 14 clusters Score -7.46389e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13795 members 
Mstep: Class 5 contains 191306 members 
Mstep: Class 7 contains 266808 members 
Mstep: Class 11 contains 12595 members 
Mstep: Class 13 contains 9564 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 39061 members 
Mstep: Class 17 contains 29485 members 
Mstep: Class 18 contains 573 members 
Mstep: Class 19 contains 24568 members 
Mstep: Class 20 contains 28911 members 
Mstep: Class 21 contains 6755 members 
Mstep: Class 22 contains 27396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638984.000000 Penalty: 43162.746094
Iteration 78Q: 14 clusters Score -7.463898e+07 nChanged 502
Entering ConstructFrom: 
Score: -74638984.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 3 (13803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Entering Unmasked Estep 
Score: -1631776.750000 Penalty: 2364.094971
	Iteration 0F: 2 clusters Score -1631777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1621671.750000 Penalty: 4728.189941
	Iteration 0F: 3 clusters Score -1621672 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1624912.250000 Penalty: 4728.189941
	Iteration 1F: 3 clusters Score -1624912 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1625298.000000 Penalty: 4728.189941
	Iteration 2F: 3 clusters Score -1625298 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1625568.375000 Penalty: 4728.189941
	Iteration 3Q: 3 clusters Score -1625568 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1625816.875000 Penalty: 4728.189941
	Iteration 4Q: 3 clusters Score -1625817 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1626070.750000 Penalty: 4728.189941
	Iteration 5Q: 3 clusters Score -1626071 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1626291.750000 Penalty: 4728.189941
	Iteration 6Q: 3 clusters Score -1626292 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1626513.375000 Penalty: 4728.189941
	Iteration 7Q: 3 clusters Score -1626513 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1626723.750000 Penalty: 4728.189941
	Iteration 8Q: 3 clusters Score -1626724 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1626987.125000 Penalty: 4728.189941
	Iteration 9Q: 3 clusters Score -1626987 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1627294.750000 Penalty: 4728.189941
	Iteration 10Q: 3 clusters Score -1627295 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1627658.000000 Penalty: 4728.189941
	Iteration 11Q: 3 clusters Score -1627658 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1628006.125000 Penalty: 4728.189941
	Iteration 12Q: 3 clusters Score -1628006 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1628278.750000 Penalty: 4728.189941
	Iteration 13Q: 3 clusters Score -1628279 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1628478.375000 Penalty: 4728.189941
	Iteration 14Q: 3 clusters Score -1628478 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1628623.500000 Penalty: 4728.189941
	Iteration 15Q: 3 clusters Score -1628624 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1628715.375000 Penalty: 4728.189941
	Iteration 16Q: 3 clusters Score -1628715 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1628767.500000 Penalty: 4728.189941
	Iteration 17Q: 3 clusters Score -1628768 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1628825.875000 Penalty: 4728.189941
	Iteration 18Q: 3 clusters Score -1628826 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1628877.750000 Penalty: 4728.189941
	Iteration 19Q: 3 clusters Score -1628878 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1628926.500000 Penalty: 4728.189941
	Iteration 20F: 3 clusters Score -1628926 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1628966.000000 Penalty: 4728.189941
	Iteration 21Q: 3 clusters Score -1628966 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1629003.625000 Penalty: 4728.189941
	Iteration 22Q: 3 clusters Score -1629004 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1629053.875000 Penalty: 4728.189941
	Iteration 23Q: 3 clusters Score -1629054 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1629086.500000 Penalty: 4728.189941
	Iteration 24Q: 3 clusters Score -1629086 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1629115.500000 Penalty: 4728.189941
	Iteration 25Q: 3 clusters Score -1629116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1629146.250000 Penalty: 4728.189941
	Iteration 26Q: 3 clusters Score -1629146 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1629199.000000 Penalty: 4728.189941
	Iteration 27Q: 3 clusters Score -1629199 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1629251.000000 Penalty: 4728.189941
	Iteration 28Q: 3 clusters Score -1629251 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1629300.125000 Penalty: 4728.189941
	Iteration 29Q: 3 clusters Score -1629300 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1629346.875000 Penalty: 4728.189941
	Iteration 30Q: 3 clusters Score -1629347 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1629396.750000 Penalty: 4728.189941
	Iteration 31Q: 3 clusters Score -1629397 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1629436.875000 Penalty: 4728.189941
	Iteration 32Q: 3 clusters Score -1629437 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1629469.000000 Penalty: 4728.189941
	Iteration 33Q: 3 clusters Score -1629469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1629494.625000 Penalty: 4728.189941
	Iteration 34Q: 3 clusters Score -1629495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1629517.375000 Penalty: 4728.189941
	Iteration 35Q: 3 clusters Score -1629517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1629539.500000 Penalty: 4728.189941
	Iteration 36Q: 3 clusters Score -1629540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1629557.375000 Penalty: 4728.189941
	Iteration 37Q: 3 clusters Score -1629557 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1629571.125000 Penalty: 4728.189941
	Iteration 38Q: 3 clusters Score -1629571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1629582.125000 Penalty: 4728.189941
	Iteration 39Q: 3 clusters Score -1629582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1629587.500000 Penalty: 4728.189941
	Iteration 40F: 3 clusters Score -1629588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1629600.750000 Penalty: 4728.189941
	Iteration 41Q: 3 clusters Score -1629601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1629612.125000 Penalty: 4728.189941
	Iteration 42Q: 3 clusters Score -1629612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1629623.250000 Penalty: 4728.189941
	Iteration 43Q: 3 clusters Score -1629623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1629639.750000 Penalty: 4728.189941
	Iteration 44Q: 3 clusters Score -1629640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1629652.250000 Penalty: 4728.189941
	Iteration 45Q: 3 clusters Score -1629652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1629664.375000 Penalty: 4728.189941
	Iteration 46Q: 3 clusters Score -1629664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1629675.250000 Penalty: 4728.189941
	Iteration 47Q: 3 clusters Score -1629675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1629686.625000 Penalty: 4728.189941
	Iteration 48Q: 3 clusters Score -1629687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1629689.875000 Penalty: 4728.189941
	Iteration 49Q: 3 clusters Score -1629690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1629690.250000 Penalty: 4728.189941
	Iteration 50Q: 3 clusters Score -1629690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1629697.500000 Penalty: 4728.189941
	Iteration 51Q: 3 clusters Score -1629698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1629703.250000 Penalty: 4728.189941
	Iteration 52Q: 3 clusters Score -1629703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1629705.500000 Penalty: 4728.189941
	Iteration 53Q: 3 clusters Score -1629706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1629709.000000 Penalty: 4728.189941
	Iteration 54Q: 3 clusters Score -1629709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1629712.750000 Penalty: 4728.189941
	Iteration 55Q: 3 clusters Score -1629713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1629719.250000 Penalty: 4728.189941
	Iteration 56Q: 3 clusters Score -1629719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1629722.125000 Penalty: 4728.189941
	Iteration 57Q: 3 clusters Score -1629722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1629734.750000 Penalty: 4728.189941
	Iteration 58Q: 3 clusters Score -1629735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1629740.750000 Penalty: 4728.189941
	Iteration 59Q: 3 clusters Score -1629741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1629746.000000 Penalty: 4728.189941
	Iteration 60F: 3 clusters Score -1629746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1629752.250000 Penalty: 4728.189941
	Iteration 61Q: 3 clusters Score -1629752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1629759.125000 Penalty: 4728.189941
	Iteration 62Q: 3 clusters Score -1629759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1629761.250000 Penalty: 4728.189941
	Iteration 63Q: 3 clusters Score -1629761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1629766.375000 Penalty: 4728.189941
	Iteration 64Q: 3 clusters Score -1629766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1629766.250000 Penalty: 4728.189941
	Iteration 65Q: 3 clusters Score -1629766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1629767.375000 Penalty: 4728.189941
	Iteration 66Q: 3 clusters Score -1629767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1629767.875000 Penalty: 4728.189941
	Iteration 67Q: 3 clusters Score -1629768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1629767.875000 Penalty: 4728.189941
	Iteration 68F: 3 clusters Score -1629768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (191242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191242 members 
Entering Unmasked Estep 
Score: -22333982.000000 Penalty: 3016.001221
	Iteration 0F: 2 clusters Score -2.233398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95703 members 
Mstep: Class 2 contains 95539 members 
Entering Unmasked Estep 
Score: -22211654.000000 Penalty: 6032.002441
	Iteration 0F: 3 clusters Score -2.221165e+07 nChanged 92098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 94807 members 
Entering Unmasked Estep 
Score: -22266216.000000 Penalty: 6032.002441
	Iteration 1F: 3 clusters Score -2.226622e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96864 members 
Mstep: Class 2 contains 94378 members 
Entering Unmasked Estep 
Score: -22268386.000000 Penalty: 6032.002441
	Iteration 2Q: 3 clusters Score -2.226839e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97999 members 
Mstep: Class 2 contains 93243 members 
Entering Unmasked Estep 
Score: -22271948.000000 Penalty: 6032.002441
	Iteration 3Q: 3 clusters Score -2.227195e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100239 members 
Mstep: Class 2 contains 91003 members 
Entering Unmasked Estep 
Score: -22276236.000000 Penalty: 6032.002441
	Iteration 4Q: 3 clusters Score -2.227624e+07 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104212 members 
Mstep: Class 2 contains 87030 members 
Entering Unmasked Estep 
Score: -22282248.000000 Penalty: 6032.002441
	Iteration 5F: 3 clusters Score -2.228225e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -22290216.000000 Penalty: 6032.002441
	Iteration 6F: 3 clusters Score -2.229022e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117467 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -22299684.000000 Penalty: 6032.002441
	Iteration 7F: 3 clusters Score -2.229968e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124596 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -22309150.000000 Penalty: 6032.002441
	Iteration 8F: 3 clusters Score -2.230915e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130407 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -22315908.000000 Penalty: 6032.002441
	Iteration 9F: 3 clusters Score -2.231591e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134663 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -22319812.000000 Penalty: 6032.002441
	Iteration 10Q: 3 clusters Score -2.231981e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138194 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -22322180.000000 Penalty: 6032.002441
	Iteration 11Q: 3 clusters Score -2.232218e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141389 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -22323830.000000 Penalty: 6032.002441
	Iteration 12Q: 3 clusters Score -2.232383e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144251 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -22325348.000000 Penalty: 6032.002441
	Iteration 13Q: 3 clusters Score -2.232535e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146920 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -22326694.000000 Penalty: 6032.002441
	Iteration 14Q: 3 clusters Score -2.232669e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149366 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -22327626.000000 Penalty: 6032.002441
	Iteration 15Q: 3 clusters Score -2.232763e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151566 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -22328330.000000 Penalty: 6032.002441
	Iteration 16Q: 3 clusters Score -2.232833e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153549 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -22328880.000000 Penalty: 6032.002441
	Iteration 17Q: 3 clusters Score -2.232888e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155385 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -22329462.000000 Penalty: 6032.002441
	Iteration 18Q: 3 clusters Score -2.232946e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157102 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -22329786.000000 Penalty: 6032.002441
	Iteration 19Q: 3 clusters Score -2.232979e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158686 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -22330066.000000 Penalty: 6032.002441
	Iteration 20F: 3 clusters Score -2.233007e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160221 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -22330424.000000 Penalty: 6032.002441
	Iteration 21Q: 3 clusters Score -2.233042e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161646 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -22330626.000000 Penalty: 6032.002441
	Iteration 22Q: 3 clusters Score -2.233063e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163008 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -22330882.000000 Penalty: 6032.002441
	Iteration 23Q: 3 clusters Score -2.233088e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164331 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -22331146.000000 Penalty: 6032.002441
	Iteration 24Q: 3 clusters Score -2.233115e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165581 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -22331358.000000 Penalty: 6032.002441
	Iteration 25Q: 3 clusters Score -2.233136e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166794 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -22331440.000000 Penalty: 6032.002441
	Iteration 26Q: 3 clusters Score -2.233144e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167932 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -22331610.000000 Penalty: 6032.002441
	Iteration 27Q: 3 clusters Score -2.233161e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169020 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -22331776.000000 Penalty: 6032.002441
	Iteration 28Q: 3 clusters Score -2.233178e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170002 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -22331764.000000 Penalty: 6032.002441
	Iteration 29Q: 3 clusters Score -2.233176e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170951 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -22331818.000000 Penalty: 6032.002441
	Iteration 30Q: 3 clusters Score -2.233182e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171890 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -22332004.000000 Penalty: 6032.002441
	Iteration 31Q: 3 clusters Score -2.2332e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172790 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -22332238.000000 Penalty: 6032.002441
	Iteration 32Q: 3 clusters Score -2.233224e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173674 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -22332372.000000 Penalty: 6032.002441
	Iteration 33Q: 3 clusters Score -2.233237e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174504 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -22332426.000000 Penalty: 6032.002441
	Iteration 34Q: 3 clusters Score -2.233243e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175281 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -22332416.000000 Penalty: 6032.002441
	Iteration 35Q: 3 clusters Score -2.233242e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176034 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -22332522.000000 Penalty: 6032.002441
	Iteration 36Q: 3 clusters Score -2.233252e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176711 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -22332566.000000 Penalty: 6032.002441
	Iteration 37Q: 3 clusters Score -2.233257e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177338 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -22332600.000000 Penalty: 6032.002441
	Iteration 38Q: 3 clusters Score -2.23326e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177919 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -22332556.000000 Penalty: 6032.002441
	Iteration 39Q: 3 clusters Score -2.233256e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178449 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -22332610.000000 Penalty: 6032.002441
	Iteration 40F: 3 clusters Score -2.233261e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178917 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -22332706.000000 Penalty: 6032.002441
	Iteration 41Q: 3 clusters Score -2.233271e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179325 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -22332712.000000 Penalty: 6032.002441
	Iteration 42Q: 3 clusters Score -2.233271e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179696 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -22332736.000000 Penalty: 6032.002441
	Iteration 43Q: 3 clusters Score -2.233274e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180027 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -22332768.000000 Penalty: 6032.002441
	Iteration 44Q: 3 clusters Score -2.233277e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180324 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -22332766.000000 Penalty: 6032.002441
	Iteration 45Q: 3 clusters Score -2.233277e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180621 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -22332774.000000 Penalty: 6032.002441
	Iteration 46Q: 3 clusters Score -2.233277e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180883 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -22332764.000000 Penalty: 6032.002441
	Iteration 47Q: 3 clusters Score -2.233276e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181128 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -22332860.000000 Penalty: 6032.002441
	Iteration 48Q: 3 clusters Score -2.233286e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181375 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -22332878.000000 Penalty: 6032.002441
	Iteration 49Q: 3 clusters Score -2.233288e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181602 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -22332880.000000 Penalty: 6032.002441
	Iteration 50Q: 3 clusters Score -2.233288e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181802 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -22332890.000000 Penalty: 6032.002441
	Iteration 51Q: 3 clusters Score -2.233289e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181983 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -22332836.000000 Penalty: 6032.002441
	Iteration 52Q: 3 clusters Score -2.233284e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182156 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -22332836.000000 Penalty: 6032.002441
	Iteration 53Q: 3 clusters Score -2.233284e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182326 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -22332830.000000 Penalty: 6032.002441
	Iteration 54Q: 3 clusters Score -2.233283e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182507 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -22332858.000000 Penalty: 6032.002441
	Iteration 55Q: 3 clusters Score -2.233286e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182687 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -22332810.000000 Penalty: 6032.002441
	Iteration 56Q: 3 clusters Score -2.233281e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182859 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -22332756.000000 Penalty: 6032.002441
	Iteration 57Q: 3 clusters Score -2.233276e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183021 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -22332760.000000 Penalty: 6032.002441
	Iteration 58Q: 3 clusters Score -2.233276e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183157 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -22332764.000000 Penalty: 6032.002441
	Iteration 59Q: 3 clusters Score -2.233276e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183298 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -22332780.000000 Penalty: 6032.002441
	Iteration 60F: 3 clusters Score -2.233278e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183422 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -22332802.000000 Penalty: 6032.002441
	Iteration 61Q: 3 clusters Score -2.23328e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183539 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -22332768.000000 Penalty: 6032.002441
	Iteration 62Q: 3 clusters Score -2.233277e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183649 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -22332746.000000 Penalty: 6032.002441
	Iteration 63Q: 3 clusters Score -2.233275e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183754 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -22332776.000000 Penalty: 6032.002441
	Iteration 64Q: 3 clusters Score -2.233278e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183859 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -22332810.000000 Penalty: 6032.002441
	Iteration 65Q: 3 clusters Score -2.233281e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183954 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -22332810.000000 Penalty: 6032.002441
	Iteration 66Q: 3 clusters Score -2.233281e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184045 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -22332792.000000 Penalty: 6032.002441
	Iteration 67Q: 3 clusters Score -2.233279e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184128 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -22332790.000000 Penalty: 6032.002441
	Iteration 68Q: 3 clusters Score -2.233279e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184217 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -22332806.000000 Penalty: 6032.002441
	Iteration 69Q: 3 clusters Score -2.233281e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184297 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -22332808.000000 Penalty: 6032.002441
	Iteration 70Q: 3 clusters Score -2.233281e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184365 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -22332804.000000 Penalty: 6032.002441
	Iteration 71Q: 3 clusters Score -2.23328e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184428 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -22332802.000000 Penalty: 6032.002441
	Iteration 72Q: 3 clusters Score -2.23328e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184492 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -22332788.000000 Penalty: 6032.002441
	Iteration 73Q: 3 clusters Score -2.233279e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184546 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -22332744.000000 Penalty: 6032.002441
	Iteration 74Q: 3 clusters Score -2.233274e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184606 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -22332694.000000 Penalty: 6032.002441
	Iteration 75Q: 3 clusters Score -2.233269e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184651 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -22332684.000000 Penalty: 6032.002441
	Iteration 76Q: 3 clusters Score -2.233268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184696 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -22332708.000000 Penalty: 6032.002441
	Iteration 77Q: 3 clusters Score -2.233271e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184749 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -22332728.000000 Penalty: 6032.002441
	Iteration 78Q: 3 clusters Score -2.233273e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184793 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -22332732.000000 Penalty: 6032.002441
	Iteration 79Q: 3 clusters Score -2.233273e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184827 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -22332732.000000 Penalty: 6032.002441
	Iteration 80F: 3 clusters Score -2.233273e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184872 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -22332760.000000 Penalty: 6032.002441
	Iteration 81Q: 3 clusters Score -2.233276e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184915 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -22332734.000000 Penalty: 6032.002441
	Iteration 82Q: 3 clusters Score -2.233273e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184959 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -22332726.000000 Penalty: 6032.002441
	Iteration 83Q: 3 clusters Score -2.233273e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184991 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -22332720.000000 Penalty: 6032.002441
	Iteration 84Q: 3 clusters Score -2.233272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185021 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -22332750.000000 Penalty: 6032.002441
	Iteration 85Q: 3 clusters Score -2.233275e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185052 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -22332748.000000 Penalty: 6032.002441
	Iteration 86Q: 3 clusters Score -2.233275e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185097 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -22332756.000000 Penalty: 6032.002441
	Iteration 87Q: 3 clusters Score -2.233276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185130 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -22332784.000000 Penalty: 6032.002441
	Iteration 88Q: 3 clusters Score -2.233278e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185160 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -22332770.000000 Penalty: 6032.002441
	Iteration 89Q: 3 clusters Score -2.233277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185186 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -22332740.000000 Penalty: 6032.002441
	Iteration 90Q: 3 clusters Score -2.233274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185210 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -22332730.000000 Penalty: 6032.002441
	Iteration 91Q: 3 clusters Score -2.233273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185228 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -22332728.000000 Penalty: 6032.002441
	Iteration 92Q: 3 clusters Score -2.233273e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185247 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -22332748.000000 Penalty: 6032.002441
	Iteration 93Q: 3 clusters Score -2.233275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185270 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -22332732.000000 Penalty: 6032.002441
	Iteration 94Q: 3 clusters Score -2.233273e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185293 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -22332704.000000 Penalty: 6032.002441
	Iteration 95Q: 3 clusters Score -2.23327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185313 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -22332686.000000 Penalty: 6032.002441
	Iteration 96Q: 3 clusters Score -2.233269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185331 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -22332676.000000 Penalty: 6032.002441
	Iteration 97Q: 3 clusters Score -2.233268e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185353 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -22332688.000000 Penalty: 6032.002441
	Iteration 98Q: 3 clusters Score -2.233269e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185372 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -22332706.000000 Penalty: 6032.002441
	Iteration 99Q: 3 clusters Score -2.233271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185382 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -22332692.000000 Penalty: 6032.002441
	Iteration 100F: 3 clusters Score -2.233269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185394 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -22332706.000000 Penalty: 6032.002441
	Iteration 101Q: 3 clusters Score -2.233271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185413 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -22332696.000000 Penalty: 6032.002441
	Iteration 102Q: 3 clusters Score -2.23327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185429 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -22332676.000000 Penalty: 6032.002441
	Iteration 103Q: 3 clusters Score -2.233268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185449 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -22332676.000000 Penalty: 6032.002441
	Iteration 104Q: 3 clusters Score -2.233268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185466 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -22332694.000000 Penalty: 6032.002441
	Iteration 105Q: 3 clusters Score -2.233269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185481 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -22332686.000000 Penalty: 6032.002441
	Iteration 106Q: 3 clusters Score -2.233269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185493 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -22332712.000000 Penalty: 6032.002441
	Iteration 107Q: 3 clusters Score -2.233271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185505 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -22332712.000000 Penalty: 6032.002441
	Iteration 108Q: 3 clusters Score -2.233271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185515 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -22332694.000000 Penalty: 6032.002441
	Iteration 109Q: 3 clusters Score -2.233269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185530 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -22332702.000000 Penalty: 6032.002441
	Iteration 110Q: 3 clusters Score -2.23327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185541 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -22332720.000000 Penalty: 6032.002441
	Iteration 111Q: 3 clusters Score -2.233272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185549 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -22332732.000000 Penalty: 6032.002441
	Iteration 112Q: 3 clusters Score -2.233273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185561 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -22332722.000000 Penalty: 6032.002441
	Iteration 113Q: 3 clusters Score -2.233272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185577 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -22332732.000000 Penalty: 6032.002441
	Iteration 114Q: 3 clusters Score -2.233273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185593 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -22332736.000000 Penalty: 6032.002441
	Iteration 115Q: 3 clusters Score -2.233274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185616 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -22332738.000000 Penalty: 6032.002441
	Iteration 116Q: 3 clusters Score -2.233274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185630 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -22332728.000000 Penalty: 6032.002441
	Iteration 117Q: 3 clusters Score -2.233273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185640 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -22332728.000000 Penalty: 6032.002441
	Iteration 118Q: 3 clusters Score -2.233273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185654 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -22332734.000000 Penalty: 6032.002441
	Iteration 119Q: 3 clusters Score -2.233273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185662 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -22332706.000000 Penalty: 6032.002441
	Iteration 120F: 3 clusters Score -2.233271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185665 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -22332722.000000 Penalty: 6032.002441
	Iteration 121Q: 3 clusters Score -2.233272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185669 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -22332724.000000 Penalty: 6032.002441
	Iteration 122Q: 3 clusters Score -2.233272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185674 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -22332732.000000 Penalty: 6032.002441
	Iteration 123Q: 3 clusters Score -2.233273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185682 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -22332740.000000 Penalty: 6032.002441
	Iteration 124Q: 3 clusters Score -2.233274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185690 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -22332740.000000 Penalty: 6032.002441
	Iteration 125Q: 3 clusters Score -2.233274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185694 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -22332752.000000 Penalty: 6032.002441
	Iteration 126Q: 3 clusters Score -2.233275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185700 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -22332752.000000 Penalty: 6032.002441
	Iteration 127Q: 3 clusters Score -2.233275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185705 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -22332746.000000 Penalty: 6032.002441
	Iteration 128Q: 3 clusters Score -2.233275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185709 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -22332730.000000 Penalty: 6032.002441
	Iteration 129Q: 3 clusters Score -2.233273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185713 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -22332740.000000 Penalty: 6032.002441
	Iteration 130Q: 3 clusters Score -2.233274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185713 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -22332740.000000 Penalty: 6032.002441
	Iteration 131F: 3 clusters Score -2.233274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (266833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266833 members 
Entering Unmasked Estep 
Score: -30889112.000000 Penalty: 3098.605713
	Iteration 0F: 2 clusters Score -3.088911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133530 members 
Mstep: Class 2 contains 133303 members 
Entering Unmasked Estep 
Score: -30726304.000000 Penalty: 6197.211426
	Iteration 0F: 3 clusters Score -3.07263e+07 nChanged 129076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132778 members 
Mstep: Class 2 contains 134055 members 
Entering Unmasked Estep 
Score: -30803690.000000 Penalty: 6197.211426
	Iteration 1F: 3 clusters Score -3.080369e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132763 members 
Mstep: Class 2 contains 134070 members 
Entering Unmasked Estep 
Score: -30805220.000000 Penalty: 6197.211426
	Iteration 2Q: 3 clusters Score -3.080522e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132879 members 
Mstep: Class 2 contains 133954 members 
Entering Unmasked Estep 
Score: -30807306.000000 Penalty: 6197.211426
	Iteration 3Q: 3 clusters Score -3.080731e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133314 members 
Mstep: Class 2 contains 133519 members 
Entering Unmasked Estep 
Score: -30809746.000000 Penalty: 6197.211426
	Iteration 4Q: 3 clusters Score -3.080975e+07 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134130 members 
Mstep: Class 2 contains 132703 members 
Entering Unmasked Estep 
Score: -30812752.000000 Penalty: 6197.211426
	Iteration 5Q: 3 clusters Score -3.081275e+07 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135417 members 
Mstep: Class 2 contains 131416 members 
Entering Unmasked Estep 
Score: -30816984.000000 Penalty: 6197.211426
	Iteration 6Q: 3 clusters Score -3.081698e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137181 members 
Mstep: Class 2 contains 129652 members 
Entering Unmasked Estep 
Score: -30822304.000000 Penalty: 6197.211426
	Iteration 7Q: 3 clusters Score -3.08223e+07 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139318 members 
Mstep: Class 2 contains 127515 members 
Entering Unmasked Estep 
Score: -30828616.000000 Penalty: 6197.211426
	Iteration 8Q: 3 clusters Score -3.082862e+07 nChanged 14013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142005 members 
Mstep: Class 2 contains 124828 members 
Entering Unmasked Estep 
Score: -30836314.000000 Penalty: 6197.211426
	Iteration 9F: 3 clusters Score -3.083631e+07 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145189 members 
Mstep: Class 2 contains 121644 members 
Entering Unmasked Estep 
Score: -30845580.000000 Penalty: 6197.211426
	Iteration 10F: 3 clusters Score -3.084558e+07 nChanged 14830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148429 members 
Mstep: Class 2 contains 118404 members 
Entering Unmasked Estep 
Score: -30854058.000000 Penalty: 6197.211426
	Iteration 11F: 3 clusters Score -3.085406e+07 nChanged 12756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151351 members 
Mstep: Class 2 contains 115482 members 
Entering Unmasked Estep 
Score: -30859934.000000 Penalty: 6197.211426
	Iteration 12Q: 3 clusters Score -3.085993e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Mstep: Class 2 contains 113109 members 
Entering Unmasked Estep 
Score: -30862840.000000 Penalty: 6197.211426
	Iteration 13Q: 3 clusters Score -3.086284e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155819 members 
Mstep: Class 2 contains 111014 members 
Entering Unmasked Estep 
Score: -30864058.000000 Penalty: 6197.211426
	Iteration 14Q: 3 clusters Score -3.086406e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157849 members 
Mstep: Class 2 contains 108984 members 
Entering Unmasked Estep 
Score: -30864640.000000 Penalty: 6197.211426
	Iteration 15Q: 3 clusters Score -3.086464e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159795 members 
Mstep: Class 2 contains 107038 members 
Entering Unmasked Estep 
Score: -30864848.000000 Penalty: 6197.211426
	Iteration 16Q: 3 clusters Score -3.086485e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161746 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -30865036.000000 Penalty: 6197.211426
	Iteration 17Q: 3 clusters Score -3.086504e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163816 members 
Mstep: Class 2 contains 103017 members 
Entering Unmasked Estep 
Score: -30865176.000000 Penalty: 6197.211426
	Iteration 18Q: 3 clusters Score -3.086518e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165867 members 
Mstep: Class 2 contains 100966 members 
Entering Unmasked Estep 
Score: -30865390.000000 Penalty: 6197.211426
	Iteration 19Q: 3 clusters Score -3.086539e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167875 members 
Mstep: Class 2 contains 98958 members 
Entering Unmasked Estep 
Score: -30865714.000000 Penalty: 6197.211426
	Iteration 20F: 3 clusters Score -3.086571e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169885 members 
Mstep: Class 2 contains 96948 members 
Entering Unmasked Estep 
Score: -30865854.000000 Penalty: 6197.211426
	Iteration 21Q: 3 clusters Score -3.086585e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171855 members 
Mstep: Class 2 contains 94978 members 
Entering Unmasked Estep 
Score: -30866012.000000 Penalty: 6197.211426
	Iteration 22Q: 3 clusters Score -3.086601e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173897 members 
Mstep: Class 2 contains 92936 members 
Entering Unmasked Estep 
Score: -30866382.000000 Penalty: 6197.211426
	Iteration 23Q: 3 clusters Score -3.086638e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175945 members 
Mstep: Class 2 contains 90888 members 
Entering Unmasked Estep 
Score: -30866668.000000 Penalty: 6197.211426
	Iteration 24Q: 3 clusters Score -3.086667e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177923 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -30866828.000000 Penalty: 6197.211426
	Iteration 25Q: 3 clusters Score -3.086683e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179945 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -30867086.000000 Penalty: 6197.211426
	Iteration 26Q: 3 clusters Score -3.086709e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181913 members 
Mstep: Class 2 contains 84920 members 
Entering Unmasked Estep 
Score: -30867274.000000 Penalty: 6197.211426
	Iteration 27Q: 3 clusters Score -3.086727e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183825 members 
Mstep: Class 2 contains 83008 members 
Entering Unmasked Estep 
Score: -30867342.000000 Penalty: 6197.211426
	Iteration 28Q: 3 clusters Score -3.086734e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185705 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -30867428.000000 Penalty: 6197.211426
	Iteration 29Q: 3 clusters Score -3.086743e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187575 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -30867512.000000 Penalty: 6197.211426
	Iteration 30Q: 3 clusters Score -3.086751e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189519 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -30867838.000000 Penalty: 6197.211426
	Iteration 31Q: 3 clusters Score -3.086784e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191378 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -30868180.000000 Penalty: 6197.211426
	Iteration 32Q: 3 clusters Score -3.086818e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193315 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -30868580.000000 Penalty: 6197.211426
	Iteration 33Q: 3 clusters Score -3.086858e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195279 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
Score: -30868958.000000 Penalty: 6197.211426
	Iteration 34Q: 3 clusters Score -3.086896e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197237 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -30869164.000000 Penalty: 6197.211426
	Iteration 35Q: 3 clusters Score -3.086916e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199277 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -30869748.000000 Penalty: 6197.211426
	Iteration 36Q: 3 clusters Score -3.086975e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201428 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
Score: -30870090.000000 Penalty: 6197.211426
	Iteration 37Q: 3 clusters Score -3.087009e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203604 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -30870498.000000 Penalty: 6197.211426
	Iteration 38Q: 3 clusters Score -3.08705e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205752 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -30870900.000000 Penalty: 6197.211426
	Iteration 39Q: 3 clusters Score -3.08709e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207878 members 
Mstep: Class 2 contains 58955 members 
Entering Unmasked Estep 
Score: -30871252.000000 Penalty: 6197.211426
	Iteration 40F: 3 clusters Score -3.087125e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210043 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -30871626.000000 Penalty: 6197.211426
	Iteration 41Q: 3 clusters Score -3.087163e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212172 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -30871930.000000 Penalty: 6197.211426
	Iteration 42Q: 3 clusters Score -3.087193e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214306 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -30872154.000000 Penalty: 6197.211426
	Iteration 43Q: 3 clusters Score -3.087215e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216345 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -30872580.000000 Penalty: 6197.211426
	Iteration 44Q: 3 clusters Score -3.087258e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218284 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -30872936.000000 Penalty: 6197.211426
	Iteration 45Q: 3 clusters Score -3.087294e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220274 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -30873408.000000 Penalty: 6197.211426
	Iteration 46Q: 3 clusters Score -3.087341e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222265 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -30873694.000000 Penalty: 6197.211426
	Iteration 47Q: 3 clusters Score -3.087369e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224304 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -30874056.000000 Penalty: 6197.211426
	Iteration 48Q: 3 clusters Score -3.087406e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226363 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -30874592.000000 Penalty: 6197.211426
	Iteration 49Q: 3 clusters Score -3.087459e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228473 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -30875072.000000 Penalty: 6197.211426
	Iteration 50Q: 3 clusters Score -3.087507e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230506 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -30875536.000000 Penalty: 6197.211426
	Iteration 51Q: 3 clusters Score -3.087554e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232538 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -30876074.000000 Penalty: 6197.211426
	Iteration 52Q: 3 clusters Score -3.087607e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234537 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -30876736.000000 Penalty: 6197.211426
	Iteration 53Q: 3 clusters Score -3.087674e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236518 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -30877294.000000 Penalty: 6197.211426
	Iteration 54Q: 3 clusters Score -3.087729e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238434 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -30877892.000000 Penalty: 6197.211426
	Iteration 55Q: 3 clusters Score -3.087789e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240297 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -30878414.000000 Penalty: 6197.211426
	Iteration 56Q: 3 clusters Score -3.087841e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242134 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -30879108.000000 Penalty: 6197.211426
	Iteration 57Q: 3 clusters Score -3.087911e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243911 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -30880018.000000 Penalty: 6197.211426
	Iteration 58Q: 3 clusters Score -3.088002e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245607 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -30880580.000000 Penalty: 6197.211426
	Iteration 59Q: 3 clusters Score -3.088058e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247225 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -30881156.000000 Penalty: 6197.211426
	Iteration 60F: 3 clusters Score -3.088116e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248797 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -30881820.000000 Penalty: 6197.211426
	Iteration 61Q: 3 clusters Score -3.088182e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250285 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -30882598.000000 Penalty: 6197.211426
	Iteration 62Q: 3 clusters Score -3.08826e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251618 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -30883200.000000 Penalty: 6197.211426
	Iteration 63Q: 3 clusters Score -3.08832e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252859 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -30883646.000000 Penalty: 6197.211426
	Iteration 64Q: 3 clusters Score -3.088365e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253982 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -30884082.000000 Penalty: 6197.211426
	Iteration 65Q: 3 clusters Score -3.088408e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255015 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -30884538.000000 Penalty: 6197.211426
	Iteration 66Q: 3 clusters Score -3.088454e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255921 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -30884940.000000 Penalty: 6197.211426
	Iteration 67Q: 3 clusters Score -3.088494e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256713 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -30885182.000000 Penalty: 6197.211426
	Iteration 68Q: 3 clusters Score -3.088518e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257406 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -30885668.000000 Penalty: 6197.211426
	Iteration 69Q: 3 clusters Score -3.088567e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258042 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -30886010.000000 Penalty: 6197.211426
	Iteration 70Q: 3 clusters Score -3.088601e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258590 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -30886248.000000 Penalty: 6197.211426
	Iteration 71Q: 3 clusters Score -3.088625e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259071 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -30886588.000000 Penalty: 6197.211426
	Iteration 72Q: 3 clusters Score -3.088659e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259484 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -30886864.000000 Penalty: 6197.211426
	Iteration 73Q: 3 clusters Score -3.088686e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259850 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -30887264.000000 Penalty: 6197.211426
	Iteration 74Q: 3 clusters Score -3.088726e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260117 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -30887474.000000 Penalty: 6197.211426
	Iteration 75Q: 3 clusters Score -3.088747e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260308 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -30887786.000000 Penalty: 6197.211426
	Iteration 76Q: 3 clusters Score -3.088779e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260454 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -30887934.000000 Penalty: 6197.211426
	Iteration 77Q: 3 clusters Score -3.088793e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260551 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -30888110.000000 Penalty: 6197.211426
	Iteration 78Q: 3 clusters Score -3.088811e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260598 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -30888272.000000 Penalty: 6197.211426
	Iteration 79Q: 3 clusters Score -3.088827e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260630 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -30888384.000000 Penalty: 6197.211426
	Iteration 80F: 3 clusters Score -3.088838e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260620 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -30888504.000000 Penalty: 6197.211426
	Iteration 81Q: 3 clusters Score -3.08885e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260619 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -30888598.000000 Penalty: 6197.211426
	Iteration 82Q: 3 clusters Score -3.08886e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260606 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -30888632.000000 Penalty: 6197.211426
	Iteration 83Q: 3 clusters Score -3.088863e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260589 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -30888658.000000 Penalty: 6197.211426
	Iteration 84Q: 3 clusters Score -3.088866e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260558 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -30888702.000000 Penalty: 6197.211426
	Iteration 85Q: 3 clusters Score -3.08887e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260531 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -30888798.000000 Penalty: 6197.211426
	Iteration 86Q: 3 clusters Score -3.08888e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260500 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -30888804.000000 Penalty: 6197.211426
	Iteration 87Q: 3 clusters Score -3.08888e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260467 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -30888776.000000 Penalty: 6197.211426
	Iteration 88Q: 3 clusters Score -3.088878e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260462 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -30888854.000000 Penalty: 6197.211426
	Iteration 89Q: 3 clusters Score -3.088885e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260452 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -30888852.000000 Penalty: 6197.211426
	Iteration 90Q: 3 clusters Score -3.088885e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260452 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -30888860.000000 Penalty: 6197.211426
	Iteration 91Q: 3 clusters Score -3.088886e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260445 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -30888880.000000 Penalty: 6197.211426
	Iteration 92Q: 3 clusters Score -3.088888e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260437 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -30888912.000000 Penalty: 6197.211426
	Iteration 93Q: 3 clusters Score -3.088891e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260422 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -30888920.000000 Penalty: 6197.211426
	Iteration 94Q: 3 clusters Score -3.088892e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260407 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -30888952.000000 Penalty: 6197.211426
	Iteration 95Q: 3 clusters Score -3.088895e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260402 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -30888958.000000 Penalty: 6197.211426
	Iteration 96Q: 3 clusters Score -3.088896e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260397 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -30888954.000000 Penalty: 6197.211426
	Iteration 97Q: 3 clusters Score -3.088895e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260387 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -30888988.000000 Penalty: 6197.211426
	Iteration 98Q: 3 clusters Score -3.088899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260372 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -30889032.000000 Penalty: 6197.211426
	Iteration 99Q: 3 clusters Score -3.088903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260367 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -30889028.000000 Penalty: 6197.211426
	Iteration 100F: 3 clusters Score -3.088903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260365 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -30889052.000000 Penalty: 6197.211426
	Iteration 101Q: 3 clusters Score -3.088905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260363 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -30889060.000000 Penalty: 6197.211426
	Iteration 102Q: 3 clusters Score -3.088906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260356 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -30889068.000000 Penalty: 6197.211426
	Iteration 103Q: 3 clusters Score -3.088907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260350 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -30889046.000000 Penalty: 6197.211426
	Iteration 104Q: 3 clusters Score -3.088905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260341 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -30889072.000000 Penalty: 6197.211426
	Iteration 105Q: 3 clusters Score -3.088907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260341 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -30889076.000000 Penalty: 6197.211426
	Iteration 106Q: 3 clusters Score -3.088908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260339 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -30889084.000000 Penalty: 6197.211426
	Iteration 107Q: 3 clusters Score -3.088908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260333 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -30889090.000000 Penalty: 6197.211426
	Iteration 108Q: 3 clusters Score -3.088909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260330 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -30889108.000000 Penalty: 6197.211426
	Iteration 109Q: 3 clusters Score -3.088911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260326 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -30889092.000000 Penalty: 6197.211426
	Iteration 110Q: 3 clusters Score -3.088909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260324 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -30889098.000000 Penalty: 6197.211426
	Iteration 111Q: 3 clusters Score -3.08891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260326 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -30889102.000000 Penalty: 6197.211426
	Iteration 112Q: 3 clusters Score -3.08891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260329 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -30889114.000000 Penalty: 6197.211426
	Iteration 113Q: 3 clusters Score -3.088911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260332 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -30889116.000000 Penalty: 6197.211426
	Iteration 114Q: 3 clusters Score -3.088912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260329 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -30889120.000000 Penalty: 6197.211426
	Iteration 115Q: 3 clusters Score -3.088912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260328 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -30889142.000000 Penalty: 6197.211426
	Iteration 116Q: 3 clusters Score -3.088914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260326 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -30889120.000000 Penalty: 6197.211426
	Iteration 117Q: 3 clusters Score -3.088912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260325 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -30889114.000000 Penalty: 6197.211426
	Iteration 118Q: 3 clusters Score -3.088911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260323 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -30889106.000000 Penalty: 6197.211426
	Iteration 119Q: 3 clusters Score -3.088911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260323 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -30889106.000000 Penalty: 6197.211426
	Iteration 120F: 3 clusters Score -3.088911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Entering Unmasked Estep 
Score: -1487046.625000 Penalty: 2344.609375
	Iteration 0F: 2 clusters Score -1487047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1477588.875000 Penalty: 4689.218750
	Iteration 0F: 3 clusters Score -1477589 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1480415.625000 Penalty: 4689.218750
	Iteration 1F: 3 clusters Score -1480416 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1480705.125000 Penalty: 4689.218750
	Iteration 2F: 3 clusters Score -1480705 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1480900.625000 Penalty: 4689.218750
	Iteration 3Q: 3 clusters Score -1480901 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1481048.375000 Penalty: 4689.218750
	Iteration 4Q: 3 clusters Score -1481048 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1481157.500000 Penalty: 4689.218750
	Iteration 5Q: 3 clusters Score -1481158 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1481255.125000 Penalty: 4689.218750
	Iteration 6Q: 3 clusters Score -1481255 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1481338.500000 Penalty: 4689.218750
	Iteration 7Q: 3 clusters Score -1481338 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1481413.125000 Penalty: 4689.218750
	Iteration 8Q: 3 clusters Score -1481413 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1481493.000000 Penalty: 4689.218750
	Iteration 9Q: 3 clusters Score -1481493 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1481576.625000 Penalty: 4689.218750
	Iteration 10Q: 3 clusters Score -1481577 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1481691.375000 Penalty: 4689.218750
	Iteration 11Q: 3 clusters Score -1481691 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1481867.375000 Penalty: 4689.218750
	Iteration 12Q: 3 clusters Score -1481867 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1482115.250000 Penalty: 4689.218750
	Iteration 13Q: 3 clusters Score -1482115 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1482416.000000 Penalty: 4689.218750
	Iteration 14Q: 3 clusters Score -1482416 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1482789.125000 Penalty: 4689.218750
	Iteration 15Q: 3 clusters Score -1482789 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1483253.625000 Penalty: 4689.218750
	Iteration 16Q: 3 clusters Score -1483254 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1483687.500000 Penalty: 4689.218750
	Iteration 17Q: 3 clusters Score -1483688 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1484111.625000 Penalty: 4689.218750
	Iteration 18Q: 3 clusters Score -1484112 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1484400.500000 Penalty: 4689.218750
	Iteration 19Q: 3 clusters Score -1484400 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1484588.250000 Penalty: 4689.218750
	Iteration 20F: 3 clusters Score -1484588 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1484744.000000 Penalty: 4689.218750
	Iteration 21Q: 3 clusters Score -1484744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1484833.375000 Penalty: 4689.218750
	Iteration 22Q: 3 clusters Score -1484833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1484894.625000 Penalty: 4689.218750
	Iteration 23Q: 3 clusters Score -1484895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1484929.250000 Penalty: 4689.218750
	Iteration 24Q: 3 clusters Score -1484929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1484959.000000 Penalty: 4689.218750
	Iteration 25Q: 3 clusters Score -1484959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1484969.000000 Penalty: 4689.218750
	Iteration 26Q: 3 clusters Score -1484969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1484975.500000 Penalty: 4689.218750
	Iteration 27Q: 3 clusters Score -1484976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1484996.500000 Penalty: 4689.218750
	Iteration 28Q: 3 clusters Score -1484996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1485009.250000 Penalty: 4689.218750
	Iteration 29Q: 3 clusters Score -1485009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1485014.125000 Penalty: 4689.218750
	Iteration 30Q: 3 clusters Score -1485014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1485016.000000 Penalty: 4689.218750
	Iteration 31Q: 3 clusters Score -1485016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1485017.000000 Penalty: 4689.218750
	Iteration 32Q: 3 clusters Score -1485017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1485020.000000 Penalty: 4689.218750
	Iteration 33Q: 3 clusters Score -1485020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1485030.250000 Penalty: 4689.218750
	Iteration 34Q: 3 clusters Score -1485030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1485035.750000 Penalty: 4689.218750
	Iteration 35Q: 3 clusters Score -1485036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1485039.125000 Penalty: 4689.218750
	Iteration 36Q: 3 clusters Score -1485039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1485045.125000 Penalty: 4689.218750
	Iteration 37Q: 3 clusters Score -1485045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1485049.250000 Penalty: 4689.218750
	Iteration 38Q: 3 clusters Score -1485049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1485050.500000 Penalty: 4689.218750
	Iteration 39Q: 3 clusters Score -1485050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1485050.000000 Penalty: 4689.218750
	Iteration 40F: 3 clusters Score -1485050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Entering Unmasked Estep 
Score: -1129842.250000 Penalty: 2273.108643
	Iteration 0F: 2 clusters Score -1129842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1122469.375000 Penalty: 4546.217285
	Iteration 0F: 3 clusters Score -1122469 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1124538.000000 Penalty: 4546.217285
	Iteration 1F: 3 clusters Score -1124538 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1124774.500000 Penalty: 4546.217285
	Iteration 2F: 3 clusters Score -1124774 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1124939.875000 Penalty: 4546.217285
	Iteration 3Q: 3 clusters Score -1124940 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1125056.750000 Penalty: 4546.217285
	Iteration 4Q: 3 clusters Score -1125057 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1125144.125000 Penalty: 4546.217285
	Iteration 5Q: 3 clusters Score -1125144 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1125210.000000 Penalty: 4546.217285
	Iteration 6Q: 3 clusters Score -1125210 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1125284.000000 Penalty: 4546.217285
	Iteration 7Q: 3 clusters Score -1125284 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1125364.625000 Penalty: 4546.217285
	Iteration 8Q: 3 clusters Score -1125365 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1125436.875000 Penalty: 4546.217285
	Iteration 9Q: 3 clusters Score -1125437 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1125520.750000 Penalty: 4546.217285
	Iteration 10Q: 3 clusters Score -1125521 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1125630.250000 Penalty: 4546.217285
	Iteration 11Q: 3 clusters Score -1125630 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1125770.125000 Penalty: 4546.217285
	Iteration 12Q: 3 clusters Score -1125770 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1125926.625000 Penalty: 4546.217285
	Iteration 13Q: 3 clusters Score -1125927 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1126118.375000 Penalty: 4546.217285
	Iteration 14Q: 3 clusters Score -1126118 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1126354.000000 Penalty: 4546.217285
	Iteration 15Q: 3 clusters Score -1126354 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1126625.375000 Penalty: 4546.217285
	Iteration 16Q: 3 clusters Score -1126625 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1126903.875000 Penalty: 4546.217285
	Iteration 17Q: 3 clusters Score -1126904 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1127177.625000 Penalty: 4546.217285
	Iteration 18Q: 3 clusters Score -1127178 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1127371.750000 Penalty: 4546.217285
	Iteration 19Q: 3 clusters Score -1127372 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1127503.625000 Penalty: 4546.217285
	Iteration 20F: 3 clusters Score -1127504 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1127589.625000 Penalty: 4546.217285
	Iteration 21Q: 3 clusters Score -1127590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1127653.625000 Penalty: 4546.217285
	Iteration 22Q: 3 clusters Score -1127654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1127696.625000 Penalty: 4546.217285
	Iteration 23Q: 3 clusters Score -1127697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1127746.375000 Penalty: 4546.217285
	Iteration 24Q: 3 clusters Score -1127746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1127774.000000 Penalty: 4546.217285
	Iteration 25Q: 3 clusters Score -1127774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1127806.250000 Penalty: 4546.217285
	Iteration 26Q: 3 clusters Score -1127806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1127828.500000 Penalty: 4546.217285
	Iteration 27Q: 3 clusters Score -1127828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1127840.875000 Penalty: 4546.217285
	Iteration 28Q: 3 clusters Score -1127841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1127850.625000 Penalty: 4546.217285
	Iteration 29Q: 3 clusters Score -1127851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1127853.875000 Penalty: 4546.217285
	Iteration 30Q: 3 clusters Score -1127854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1127856.875000 Penalty: 4546.217285
	Iteration 31Q: 3 clusters Score -1127857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1127858.000000 Penalty: 4546.217285
	Iteration 32Q: 3 clusters Score -1127858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1127858.000000 Penalty: 4546.217285
	Iteration 33F: 3 clusters Score -1127858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -129893.421875 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -129893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -127920.945312 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -127920.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -128565.273438 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -128565.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128914.468750 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -128914.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -129166.914062 Penalty: 3543.625977
	Iteration 3F: 3 clusters Score -129166.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -129370.343750 Penalty: 3543.625977
	Iteration 4F: 3 clusters Score -129370.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -129503.625000 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -129503.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -129576.617188 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -129576.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -129619.007812 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -129619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -129634.679688 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -129634.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -129645.414062 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -129645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -129650.539062 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -129650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -129651.171875 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -129651.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -129651.453125 Penalty: 3543.625977
	Iteration 12F: 3 clusters Score -129651.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -129664.171875 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -129664.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -129669.375000 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -129669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -129670.257812 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -129670.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -129671.695312 Penalty: 3543.625977
	Iteration 16Q: 3 clusters Score -129671.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -129671.695312 Penalty: 3543.625977
	Iteration 17F: 3 clusters Score -129671.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Entering Unmasked Estep 
Score: -4404985.000000 Penalty: 2621.578369
	Iteration 0F: 2 clusters Score -4404985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -4378692.000000 Penalty: 5243.156738
	Iteration 0F: 3 clusters Score -4378692 nChanged 17810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -4388318.000000 Penalty: 5243.156738
	Iteration 1F: 3 clusters Score -4388318 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -4388811.500000 Penalty: 5243.156738
	Iteration 2Q: 3 clusters Score -4388812 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -4389486.000000 Penalty: 5243.156738
	Iteration 3Q: 3 clusters Score -4389486 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -4390341.500000 Penalty: 5243.156738
	Iteration 4Q: 3 clusters Score -4390342 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4391315.500000 Penalty: 5243.156738
	Iteration 5Q: 3 clusters Score -4391316 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4392238.500000 Penalty: 5243.156738
	Iteration 6Q: 3 clusters Score -4392238 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -4393105.500000 Penalty: 5243.156738
	Iteration 7Q: 3 clusters Score -4393106 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4393740.500000 Penalty: 5243.156738
	Iteration 8Q: 3 clusters Score -4393740 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -4394358.000000 Penalty: 5243.156738
	Iteration 9Q: 3 clusters Score -4394358 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4394936.000000 Penalty: 5243.156738
	Iteration 10Q: 3 clusters Score -4394936 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -4395429.500000 Penalty: 5243.156738
	Iteration 11Q: 3 clusters Score -4395430 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4395897.000000 Penalty: 5243.156738
	Iteration 12Q: 3 clusters Score -4395897 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4396296.500000 Penalty: 5243.156738
	Iteration 13Q: 3 clusters Score -4396296 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -4396635.500000 Penalty: 5243.156738
	Iteration 14Q: 3 clusters Score -4396636 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -4396960.500000 Penalty: 5243.156738
	Iteration 15Q: 3 clusters Score -4396960 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4397254.000000 Penalty: 5243.156738
	Iteration 16Q: 3 clusters Score -4397254 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -4397482.000000 Penalty: 5243.156738
	Iteration 17Q: 3 clusters Score -4397482 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4397601.500000 Penalty: 5243.156738
	Iteration 18Q: 3 clusters Score -4397602 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -4397711.000000 Penalty: 5243.156738
	Iteration 19Q: 3 clusters Score -4397711 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -4397803.500000 Penalty: 5243.156738
	Iteration 20F: 3 clusters Score -4397804 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4397838.000000 Penalty: 5243.156738
	Iteration 21Q: 3 clusters Score -4397838 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -4397880.500000 Penalty: 5243.156738
	Iteration 22Q: 3 clusters Score -4397880 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -4397897.500000 Penalty: 5243.156738
	Iteration 23Q: 3 clusters Score -4397898 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -4397917.500000 Penalty: 5243.156738
	Iteration 24Q: 3 clusters Score -4397918 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -4397944.500000 Penalty: 5243.156738
	Iteration 25Q: 3 clusters Score -4397944 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4397967.000000 Penalty: 5243.156738
	Iteration 26Q: 3 clusters Score -4397967 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -4397969.500000 Penalty: 5243.156738
	Iteration 27Q: 3 clusters Score -4397970 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -4397990.500000 Penalty: 5243.156738
	Iteration 28Q: 3 clusters Score -4397990 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4398004.500000 Penalty: 5243.156738
	Iteration 29Q: 3 clusters Score -4398004 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4397997.500000 Penalty: 5243.156738
	Iteration 30Q: 3 clusters Score -4397998 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -4398019.500000 Penalty: 5243.156738
	Iteration 31Q: 3 clusters Score -4398020 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -4398050.000000 Penalty: 5243.156738
	Iteration 32Q: 3 clusters Score -4398050 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4398063.000000 Penalty: 5243.156738
	Iteration 33Q: 3 clusters Score -4398063 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4398090.000000 Penalty: 5243.156738
	Iteration 34Q: 3 clusters Score -4398090 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -4398106.000000 Penalty: 5243.156738
	Iteration 35Q: 3 clusters Score -4398106 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -4398133.500000 Penalty: 5243.156738
	Iteration 36Q: 3 clusters Score -4398134 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -4398166.000000 Penalty: 5243.156738
	Iteration 37Q: 3 clusters Score -4398166 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -4398217.000000 Penalty: 5243.156738
	Iteration 38Q: 3 clusters Score -4398217 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -4398278.000000 Penalty: 5243.156738
	Iteration 39Q: 3 clusters Score -4398278 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -4398317.000000 Penalty: 5243.156738
	Iteration 40F: 3 clusters Score -4398317 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -4398362.500000 Penalty: 5243.156738
	Iteration 41Q: 3 clusters Score -4398362 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -4398453.000000 Penalty: 5243.156738
	Iteration 42Q: 3 clusters Score -4398453 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -4398535.000000 Penalty: 5243.156738
	Iteration 43Q: 3 clusters Score -4398535 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -4398693.000000 Penalty: 5243.156738
	Iteration 44Q: 3 clusters Score -4398693 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -4398887.000000 Penalty: 5243.156738
	Iteration 45Q: 3 clusters Score -4398887 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -4399137.000000 Penalty: 5243.156738
	Iteration 46Q: 3 clusters Score -4399137 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -4399474.000000 Penalty: 5243.156738
	Iteration 47Q: 3 clusters Score -4399474 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -4399894.000000 Penalty: 5243.156738
	Iteration 48Q: 3 clusters Score -4399894 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -4400452.000000 Penalty: 5243.156738
	Iteration 49Q: 3 clusters Score -4400452 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4401163.500000 Penalty: 5243.156738
	Iteration 50Q: 3 clusters Score -4401164 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4401952.500000 Penalty: 5243.156738
	Iteration 51Q: 3 clusters Score -4401952 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -4402551.500000 Penalty: 5243.156738
	Iteration 52Q: 3 clusters Score -4402552 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4402887.500000 Penalty: 5243.156738
	Iteration 53Q: 3 clusters Score -4402888 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4403095.000000 Penalty: 5243.156738
	Iteration 54Q: 3 clusters Score -4403095 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4403220.000000 Penalty: 5243.156738
	Iteration 55Q: 3 clusters Score -4403220 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4403273.000000 Penalty: 5243.156738
	Iteration 56Q: 3 clusters Score -4403273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4403327.000000 Penalty: 5243.156738
	Iteration 57Q: 3 clusters Score -4403327 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4403353.500000 Penalty: 5243.156738
	Iteration 58Q: 3 clusters Score -4403354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4403369.000000 Penalty: 5243.156738
	Iteration 59Q: 3 clusters Score -4403369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4403849.000000 Penalty: 5243.156738
	Iteration 60F: 3 clusters Score -4403849 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4404584.000000 Penalty: 5243.156738
	Iteration 61Q: 3 clusters Score -4404584 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4404696.000000 Penalty: 5243.156738
	Iteration 62Q: 3 clusters Score -4404696 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4404747.500000 Penalty: 5243.156738
	Iteration 63Q: 3 clusters Score -4404748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4404762.000000 Penalty: 5243.156738
	Iteration 64Q: 3 clusters Score -4404762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4404775.500000 Penalty: 5243.156738
	Iteration 65Q: 3 clusters Score -4404776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4404795.500000 Penalty: 5243.156738
	Iteration 66Q: 3 clusters Score -4404796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4404797.000000 Penalty: 5243.156738
	Iteration 67Q: 3 clusters Score -4404797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4404794.000000 Penalty: 5243.156738
	Iteration 68Q: 3 clusters Score -4404794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4404786.500000 Penalty: 5243.156738
	Iteration 69Q: 3 clusters Score -4404786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4404798.500000 Penalty: 5243.156738
	Iteration 70Q: 3 clusters Score -4404798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4404802.500000 Penalty: 5243.156738
	Iteration 71Q: 3 clusters Score -4404802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4404805.000000 Penalty: 5243.156738
	Iteration 72Q: 3 clusters Score -4404805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4404808.500000 Penalty: 5243.156738
	Iteration 73Q: 3 clusters Score -4404808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4404805.500000 Penalty: 5243.156738
	Iteration 74Q: 3 clusters Score -4404806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4404804.000000 Penalty: 5243.156738
	Iteration 75Q: 3 clusters Score -4404804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4404804.000000 Penalty: 5243.156738
	Iteration 76F: 3 clusters Score -4404804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Entering Unmasked Estep 
Score: -3465058.000000 Penalty: 2552.022949
	Iteration 0F: 2 clusters Score -3465058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3444771.500000 Penalty: 5104.045898
	Iteration 0F: 3 clusters Score -3444772 nChanged 13235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3451929.750000 Penalty: 5104.045898
	Iteration 1F: 3 clusters Score -3451930 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3452369.000000 Penalty: 5104.045898
	Iteration 2Q: 3 clusters Score -3452369 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3452755.250000 Penalty: 5104.045898
	Iteration 3Q: 3 clusters Score -3452755 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3453210.750000 Penalty: 5104.045898
	Iteration 4Q: 3 clusters Score -3453211 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3453698.500000 Penalty: 5104.045898
	Iteration 5Q: 3 clusters Score -3453698 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3454250.000000 Penalty: 5104.045898
	Iteration 6Q: 3 clusters Score -3454250 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3455008.500000 Penalty: 5104.045898
	Iteration 7Q: 3 clusters Score -3455008 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -3456043.500000 Penalty: 5104.045898
	Iteration 8F: 3 clusters Score -3456044 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3457304.750000 Penalty: 5104.045898
	Iteration 9F: 3 clusters Score -3457305 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3458686.500000 Penalty: 5104.045898
	Iteration 10F: 3 clusters Score -3458686 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3459957.000000 Penalty: 5104.045898
	Iteration 11Q: 3 clusters Score -3459957 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3460928.000000 Penalty: 5104.045898
	Iteration 12Q: 3 clusters Score -3460928 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3461517.750000 Penalty: 5104.045898
	Iteration 13Q: 3 clusters Score -3461518 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3461912.750000 Penalty: 5104.045898
	Iteration 14Q: 3 clusters Score -3461913 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3462176.500000 Penalty: 5104.045898
	Iteration 15Q: 3 clusters Score -3462176 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3462353.750000 Penalty: 5104.045898
	Iteration 16Q: 3 clusters Score -3462354 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3462473.750000 Penalty: 5104.045898
	Iteration 17Q: 3 clusters Score -3462474 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3462575.500000 Penalty: 5104.045898
	Iteration 18Q: 3 clusters Score -3462576 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3462665.250000 Penalty: 5104.045898
	Iteration 19Q: 3 clusters Score -3462665 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3462758.000000 Penalty: 5104.045898
	Iteration 20F: 3 clusters Score -3462758 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3462821.750000 Penalty: 5104.045898
	Iteration 21Q: 3 clusters Score -3462822 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -3462871.750000 Penalty: 5104.045898
	Iteration 22Q: 3 clusters Score -3462872 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -3462896.000000 Penalty: 5104.045898
	Iteration 23Q: 3 clusters Score -3462896 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3462913.000000 Penalty: 5104.045898
	Iteration 24Q: 3 clusters Score -3462913 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3462933.000000 Penalty: 5104.045898
	Iteration 25Q: 3 clusters Score -3462933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3462943.250000 Penalty: 5104.045898
	Iteration 26Q: 3 clusters Score -3462943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3462956.250000 Penalty: 5104.045898
	Iteration 27Q: 3 clusters Score -3462956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3462970.250000 Penalty: 5104.045898
	Iteration 28Q: 3 clusters Score -3462970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3462980.500000 Penalty: 5104.045898
	Iteration 29Q: 3 clusters Score -3462980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3462989.250000 Penalty: 5104.045898
	Iteration 30Q: 3 clusters Score -3462989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3463000.250000 Penalty: 5104.045898
	Iteration 31Q: 3 clusters Score -3463000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3462999.250000 Penalty: 5104.045898
	Iteration 32Q: 3 clusters Score -3462999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3463002.750000 Penalty: 5104.045898
	Iteration 33Q: 3 clusters Score -3463003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3463005.500000 Penalty: 5104.045898
	Iteration 34Q: 3 clusters Score -3463006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -3463019.500000 Penalty: 5104.045898
	Iteration 35Q: 3 clusters Score -3463020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3463029.500000 Penalty: 5104.045898
	Iteration 36Q: 3 clusters Score -3463030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3463030.250000 Penalty: 5104.045898
	Iteration 37Q: 3 clusters Score -3463030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3463028.750000 Penalty: 5104.045898
	Iteration 38Q: 3 clusters Score -3463029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3463026.750000 Penalty: 5104.045898
	Iteration 39Q: 3 clusters Score -3463027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3463027.250000 Penalty: 5104.045898
	Iteration 40F: 3 clusters Score -3463027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3463026.500000 Penalty: 5104.045898
	Iteration 41Q: 3 clusters Score -3463026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3463032.750000 Penalty: 5104.045898
	Iteration 42Q: 3 clusters Score -3463033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -3463038.500000 Penalty: 5104.045898
	Iteration 43Q: 3 clusters Score -3463038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3463044.000000 Penalty: 5104.045898
	Iteration 44Q: 3 clusters Score -3463044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -3463044.250000 Penalty: 5104.045898
	Iteration 45Q: 3 clusters Score -3463044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3463051.750000 Penalty: 5104.045898
	Iteration 46Q: 3 clusters Score -3463052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3463057.500000 Penalty: 5104.045898
	Iteration 47Q: 3 clusters Score -3463058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3463056.750000 Penalty: 5104.045898
	Iteration 48Q: 3 clusters Score -3463057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3463055.750000 Penalty: 5104.045898
	Iteration 49Q: 3 clusters Score -3463056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3463057.000000 Penalty: 5104.045898
	Iteration 50Q: 3 clusters Score -3463057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -3463056.000000 Penalty: 5104.045898
	Iteration 51Q: 3 clusters Score -3463056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3463052.500000 Penalty: 5104.045898
	Iteration 52Q: 3 clusters Score -3463052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3463057.500000 Penalty: 5104.045898
	Iteration 53Q: 3 clusters Score -3463058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -3463062.250000 Penalty: 5104.045898
	Iteration 54Q: 3 clusters Score -3463062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -3463069.250000 Penalty: 5104.045898
	Iteration 55Q: 3 clusters Score -3463069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3463067.000000 Penalty: 5104.045898
	Iteration 56Q: 3 clusters Score -3463067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3463065.750000 Penalty: 5104.045898
	Iteration 57Q: 3 clusters Score -3463066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3463065.750000 Penalty: 5104.045898
	Iteration 58F: 3 clusters Score -3463066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -60662.472656 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -60662.47 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 272 members 
Entering Unmasked Estep 
Score: -59096.902344 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -59096.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59281.191406 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -59281.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59348.656250 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -59348.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59374.507812 Penalty: 3150.039307
	Iteration 3Q: 3 clusters Score -59374.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59387.574219 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -59387.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59400.218750 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -59400.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59411.351562 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -59411.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59413.828125 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -59413.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59413.828125 Penalty: 3150.039307
	Iteration 8F: 3 clusters Score -59413.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Entering Unmasked Estep 
Score: -2880591.000000 Penalty: 2507.010986
	Iteration 0F: 2 clusters Score -2880591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2863565.250000 Penalty: 5014.021973
	Iteration 0F: 3 clusters Score -2863565 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2869491.500000 Penalty: 5014.021973
	Iteration 1F: 3 clusters Score -2869492 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2870009.250000 Penalty: 5014.021973
	Iteration 2F: 3 clusters Score -2870009 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2870521.500000 Penalty: 5014.021973
	Iteration 3Q: 3 clusters Score -2870522 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2871053.750000 Penalty: 5014.021973
	Iteration 4Q: 3 clusters Score -2871054 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2871605.500000 Penalty: 5014.021973
	Iteration 5Q: 3 clusters Score -2871606 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2872228.500000 Penalty: 5014.021973
	Iteration 6Q: 3 clusters Score -2872228 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2872932.500000 Penalty: 5014.021973
	Iteration 7F: 3 clusters Score -2872932 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2873737.000000 Penalty: 5014.021973
	Iteration 8F: 3 clusters Score -2873737 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2874667.500000 Penalty: 5014.021973
	Iteration 9F: 3 clusters Score -2874668 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2875619.000000 Penalty: 5014.021973
	Iteration 10F: 3 clusters Score -2875619 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2876326.000000 Penalty: 5014.021973
	Iteration 11Q: 3 clusters Score -2876326 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2876728.750000 Penalty: 5014.021973
	Iteration 12Q: 3 clusters Score -2876729 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2876919.750000 Penalty: 5014.021973
	Iteration 13Q: 3 clusters Score -2876920 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2877065.500000 Penalty: 5014.021973
	Iteration 14Q: 3 clusters Score -2877066 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2877166.000000 Penalty: 5014.021973
	Iteration 15Q: 3 clusters Score -2877166 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2877287.500000 Penalty: 5014.021973
	Iteration 16Q: 3 clusters Score -2877288 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2877430.000000 Penalty: 5014.021973
	Iteration 17Q: 3 clusters Score -2877430 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2877559.750000 Penalty: 5014.021973
	Iteration 18Q: 3 clusters Score -2877560 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2877676.500000 Penalty: 5014.021973
	Iteration 19Q: 3 clusters Score -2877676 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2877755.500000 Penalty: 5014.021973
	Iteration 20F: 3 clusters Score -2877756 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2877826.250000 Penalty: 5014.021973
	Iteration 21Q: 3 clusters Score -2877826 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2877880.000000 Penalty: 5014.021973
	Iteration 22Q: 3 clusters Score -2877880 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2877926.750000 Penalty: 5014.021973
	Iteration 23Q: 3 clusters Score -2877927 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2877955.750000 Penalty: 5014.021973
	Iteration 24Q: 3 clusters Score -2877956 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2878022.750000 Penalty: 5014.021973
	Iteration 25Q: 3 clusters Score -2878023 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2878051.000000 Penalty: 5014.021973
	Iteration 26Q: 3 clusters Score -2878051 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2878088.500000 Penalty: 5014.021973
	Iteration 27Q: 3 clusters Score -2878088 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2878115.250000 Penalty: 5014.021973
	Iteration 28Q: 3 clusters Score -2878115 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2878152.500000 Penalty: 5014.021973
	Iteration 29Q: 3 clusters Score -2878152 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2878198.250000 Penalty: 5014.021973
	Iteration 30Q: 3 clusters Score -2878198 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2878226.750000 Penalty: 5014.021973
	Iteration 31Q: 3 clusters Score -2878227 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2878258.500000 Penalty: 5014.021973
	Iteration 32Q: 3 clusters Score -2878258 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2878301.000000 Penalty: 5014.021973
	Iteration 33Q: 3 clusters Score -2878301 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2878334.250000 Penalty: 5014.021973
	Iteration 34Q: 3 clusters Score -2878334 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2878366.500000 Penalty: 5014.021973
	Iteration 35Q: 3 clusters Score -2878366 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2878407.500000 Penalty: 5014.021973
	Iteration 36Q: 3 clusters Score -2878408 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2878431.000000 Penalty: 5014.021973
	Iteration 37Q: 3 clusters Score -2878431 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2878462.500000 Penalty: 5014.021973
	Iteration 38Q: 3 clusters Score -2878462 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2878495.500000 Penalty: 5014.021973
	Iteration 39Q: 3 clusters Score -2878496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2878513.750000 Penalty: 5014.021973
	Iteration 40F: 3 clusters Score -2878514 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2878531.250000 Penalty: 5014.021973
	Iteration 41Q: 3 clusters Score -2878531 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2878546.000000 Penalty: 5014.021973
	Iteration 42Q: 3 clusters Score -2878546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2878552.250000 Penalty: 5014.021973
	Iteration 43Q: 3 clusters Score -2878552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2878556.750000 Penalty: 5014.021973
	Iteration 44Q: 3 clusters Score -2878557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2878564.750000 Penalty: 5014.021973
	Iteration 45Q: 3 clusters Score -2878565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2878581.250000 Penalty: 5014.021973
	Iteration 46Q: 3 clusters Score -2878581 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2878599.500000 Penalty: 5014.021973
	Iteration 47Q: 3 clusters Score -2878600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2878612.250000 Penalty: 5014.021973
	Iteration 48Q: 3 clusters Score -2878612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2878617.250000 Penalty: 5014.021973
	Iteration 49Q: 3 clusters Score -2878617 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2878627.250000 Penalty: 5014.021973
	Iteration 50Q: 3 clusters Score -2878627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2878631.250000 Penalty: 5014.021973
	Iteration 51Q: 3 clusters Score -2878631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2878642.500000 Penalty: 5014.021973
	Iteration 52Q: 3 clusters Score -2878642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2878645.750000 Penalty: 5014.021973
	Iteration 53Q: 3 clusters Score -2878646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2878652.000000 Penalty: 5014.021973
	Iteration 54Q: 3 clusters Score -2878652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2878656.250000 Penalty: 5014.021973
	Iteration 55Q: 3 clusters Score -2878656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2878656.750000 Penalty: 5014.021973
	Iteration 56Q: 3 clusters Score -2878657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2878664.500000 Penalty: 5014.021973
	Iteration 57Q: 3 clusters Score -2878664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2878671.000000 Penalty: 5014.021973
	Iteration 58Q: 3 clusters Score -2878671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2878674.000000 Penalty: 5014.021973
	Iteration 59Q: 3 clusters Score -2878674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2878674.000000 Penalty: 5014.021973
	Iteration 60F: 3 clusters Score -2878674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2878690.500000 Penalty: 5014.021973
	Iteration 61Q: 3 clusters Score -2878690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2878698.750000 Penalty: 5014.021973
	Iteration 62Q: 3 clusters Score -2878699 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2878705.500000 Penalty: 5014.021973
	Iteration 63Q: 3 clusters Score -2878706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2878712.750000 Penalty: 5014.021973
	Iteration 64Q: 3 clusters Score -2878713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2878722.250000 Penalty: 5014.021973
	Iteration 65Q: 3 clusters Score -2878722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2878729.000000 Penalty: 5014.021973
	Iteration 66Q: 3 clusters Score -2878729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2878735.500000 Penalty: 5014.021973
	Iteration 67Q: 3 clusters Score -2878736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2878739.750000 Penalty: 5014.021973
	Iteration 68Q: 3 clusters Score -2878740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2878764.250000 Penalty: 5014.021973
	Iteration 69Q: 3 clusters Score -2878764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2878775.250000 Penalty: 5014.021973
	Iteration 70Q: 3 clusters Score -2878775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2878789.750000 Penalty: 5014.021973
	Iteration 71Q: 3 clusters Score -2878790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -2878793.500000 Penalty: 5014.021973
	Iteration 72Q: 3 clusters Score -2878794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -2878805.250000 Penalty: 5014.021973
	Iteration 73Q: 3 clusters Score -2878805 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2878818.250000 Penalty: 5014.021973
	Iteration 74Q: 3 clusters Score -2878818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2878826.000000 Penalty: 5014.021973
	Iteration 75Q: 3 clusters Score -2878826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2878842.250000 Penalty: 5014.021973
	Iteration 76Q: 3 clusters Score -2878842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2878852.750000 Penalty: 5014.021973
	Iteration 77Q: 3 clusters Score -2878853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2878858.250000 Penalty: 5014.021973
	Iteration 78Q: 3 clusters Score -2878858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2878872.250000 Penalty: 5014.021973
	Iteration 79Q: 3 clusters Score -2878872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2878891.750000 Penalty: 5014.021973
	Iteration 80F: 3 clusters Score -2878892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2878902.000000 Penalty: 5014.021973
	Iteration 81Q: 3 clusters Score -2878902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -2878918.750000 Penalty: 5014.021973
	Iteration 82Q: 3 clusters Score -2878919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -2878929.750000 Penalty: 5014.021973
	Iteration 83Q: 3 clusters Score -2878930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2878941.500000 Penalty: 5014.021973
	Iteration 84Q: 3 clusters Score -2878942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2878950.250000 Penalty: 5014.021973
	Iteration 85Q: 3 clusters Score -2878950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2878959.750000 Penalty: 5014.021973
	Iteration 86Q: 3 clusters Score -2878960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2878970.000000 Penalty: 5014.021973
	Iteration 87Q: 3 clusters Score -2878970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2878977.750000 Penalty: 5014.021973
	Iteration 88Q: 3 clusters Score -2878978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -2878977.250000 Penalty: 5014.021973
	Iteration 89Q: 3 clusters Score -2878977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2878985.000000 Penalty: 5014.021973
	Iteration 90Q: 3 clusters Score -2878985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2878989.000000 Penalty: 5014.021973
	Iteration 91Q: 3 clusters Score -2878989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -2878984.750000 Penalty: 5014.021973
	Iteration 92Q: 3 clusters Score -2878985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2878992.500000 Penalty: 5014.021973
	Iteration 93Q: 3 clusters Score -2878992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -2878989.750000 Penalty: 5014.021973
	Iteration 94Q: 3 clusters Score -2878990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2878998.250000 Penalty: 5014.021973
	Iteration 95Q: 3 clusters Score -2878998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2878998.500000 Penalty: 5014.021973
	Iteration 96Q: 3 clusters Score -2878998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2878999.250000 Penalty: 5014.021973
	Iteration 97Q: 3 clusters Score -2878999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2878998.000000 Penalty: 5014.021973
	Iteration 98Q: 3 clusters Score -2878998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -2879004.750000 Penalty: 5014.021973
	Iteration 99Q: 3 clusters Score -2879005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -2879001.500000 Penalty: 5014.021973
	Iteration 100F: 3 clusters Score -2879002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -2879000.250000 Penalty: 5014.021973
	Iteration 101Q: 3 clusters Score -2879000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -2879005.750000 Penalty: 5014.021973
	Iteration 102Q: 3 clusters Score -2879006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2879007.000000 Penalty: 5014.021973
	Iteration 103Q: 3 clusters Score -2879007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2879009.750000 Penalty: 5014.021973
	Iteration 104Q: 3 clusters Score -2879010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2879008.250000 Penalty: 5014.021973
	Iteration 105Q: 3 clusters Score -2879008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2879008.250000 Penalty: 5014.021973
	Iteration 106F: 3 clusters Score -2879008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Entering Unmasked Estep 
Score: -3353271.000000 Penalty: 2547.450439
	Iteration 0F: 2 clusters Score -3353271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -3333399.750000 Penalty: 5094.900879
	Iteration 0F: 3 clusters Score -3333400 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3340410.250000 Penalty: 5094.900879
	Iteration 1F: 3 clusters Score -3340410 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3340882.250000 Penalty: 5094.900879
	Iteration 2Q: 3 clusters Score -3340882 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3341315.750000 Penalty: 5094.900879
	Iteration 3Q: 3 clusters Score -3341316 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3341831.250000 Penalty: 5094.900879
	Iteration 4Q: 3 clusters Score -3341831 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3342368.500000 Penalty: 5094.900879
	Iteration 5Q: 3 clusters Score -3342368 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3342996.250000 Penalty: 5094.900879
	Iteration 6Q: 3 clusters Score -3342996 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3343728.250000 Penalty: 5094.900879
	Iteration 7Q: 3 clusters Score -3343728 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3344653.250000 Penalty: 5094.900879
	Iteration 8F: 3 clusters Score -3344653 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3345807.250000 Penalty: 5094.900879
	Iteration 9F: 3 clusters Score -3345807 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -3347062.250000 Penalty: 5094.900879
	Iteration 10F: 3 clusters Score -3347062 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3348391.250000 Penalty: 5094.900879
	Iteration 11F: 3 clusters Score -3348391 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3349550.000000 Penalty: 5094.900879
	Iteration 12Q: 3 clusters Score -3349550 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3350246.500000 Penalty: 5094.900879
	Iteration 13Q: 3 clusters Score -3350246 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3350616.000000 Penalty: 5094.900879
	Iteration 14Q: 3 clusters Score -3350616 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3350800.250000 Penalty: 5094.900879
	Iteration 15Q: 3 clusters Score -3350800 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3350931.250000 Penalty: 5094.900879
	Iteration 16Q: 3 clusters Score -3350931 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3350975.750000 Penalty: 5094.900879
	Iteration 17Q: 3 clusters Score -3350976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3351018.750000 Penalty: 5094.900879
	Iteration 18Q: 3 clusters Score -3351019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3351050.250000 Penalty: 5094.900879
	Iteration 19Q: 3 clusters Score -3351050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3351061.250000 Penalty: 5094.900879
	Iteration 20F: 3 clusters Score -3351061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3351076.250000 Penalty: 5094.900879
	Iteration 21Q: 3 clusters Score -3351076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3351088.000000 Penalty: 5094.900879
	Iteration 22Q: 3 clusters Score -3351088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3351083.750000 Penalty: 5094.900879
	Iteration 23Q: 3 clusters Score -3351084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3351087.250000 Penalty: 5094.900879
	Iteration 24Q: 3 clusters Score -3351087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3351084.250000 Penalty: 5094.900879
	Iteration 25Q: 3 clusters Score -3351084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3351086.750000 Penalty: 5094.900879
	Iteration 26Q: 3 clusters Score -3351087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3351089.500000 Penalty: 5094.900879
	Iteration 27Q: 3 clusters Score -3351090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3351090.750000 Penalty: 5094.900879
	Iteration 28Q: 3 clusters Score -3351091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3351090.750000 Penalty: 5094.900879
	Iteration 29F: 3 clusters Score -3351091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Entering Unmasked Estep 
Score: -778358.562500 Penalty: 2185.880371
	Iteration 0F: 2 clusters Score -778358.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -772747.250000 Penalty: 4371.760742
	Iteration 0F: 3 clusters Score -772747.2 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -774125.000000 Penalty: 4371.760742
	Iteration 1F: 3 clusters Score -774125 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -774333.312500 Penalty: 4371.760742
	Iteration 2F: 3 clusters Score -774333.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -774475.437500 Penalty: 4371.760742
	Iteration 3Q: 3 clusters Score -774475.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -774556.750000 Penalty: 4371.760742
	Iteration 4Q: 3 clusters Score -774556.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -774616.375000 Penalty: 4371.760742
	Iteration 5Q: 3 clusters Score -774616.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -774656.062500 Penalty: 4371.760742
	Iteration 6Q: 3 clusters Score -774656.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -774706.562500 Penalty: 4371.760742
	Iteration 7Q: 3 clusters Score -774706.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -774757.750000 Penalty: 4371.760742
	Iteration 8Q: 3 clusters Score -774757.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -774807.687500 Penalty: 4371.760742
	Iteration 9Q: 3 clusters Score -774807.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -774862.750000 Penalty: 4371.760742
	Iteration 10Q: 3 clusters Score -774862.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -774917.375000 Penalty: 4371.760742
	Iteration 11Q: 3 clusters Score -774917.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -774983.687500 Penalty: 4371.760742
	Iteration 12Q: 3 clusters Score -774983.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -775068.500000 Penalty: 4371.760742
	Iteration 13Q: 3 clusters Score -775068.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -775161.250000 Penalty: 4371.760742
	Iteration 14Q: 3 clusters Score -775161.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -775274.125000 Penalty: 4371.760742
	Iteration 15Q: 3 clusters Score -775274.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -775425.812500 Penalty: 4371.760742
	Iteration 16Q: 3 clusters Score -775425.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -775596.062500 Penalty: 4371.760742
	Iteration 17Q: 3 clusters Score -775596.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -775773.875000 Penalty: 4371.760742
	Iteration 18Q: 3 clusters Score -775773.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -775947.687500 Penalty: 4371.760742
	Iteration 19Q: 3 clusters Score -775947.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -776099.437500 Penalty: 4371.760742
	Iteration 20F: 3 clusters Score -776099.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -776232.500000 Penalty: 4371.760742
	Iteration 21Q: 3 clusters Score -776232.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -776329.375000 Penalty: 4371.760742
	Iteration 22Q: 3 clusters Score -776329.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -776399.437500 Penalty: 4371.760742
	Iteration 23Q: 3 clusters Score -776399.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -776455.062500 Penalty: 4371.760742
	Iteration 24Q: 3 clusters Score -776455.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -776490.437500 Penalty: 4371.760742
	Iteration 25Q: 3 clusters Score -776490.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -776522.375000 Penalty: 4371.760742
	Iteration 26Q: 3 clusters Score -776522.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -776546.250000 Penalty: 4371.760742
	Iteration 27Q: 3 clusters Score -776546.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -776553.937500 Penalty: 4371.760742
	Iteration 28Q: 3 clusters Score -776553.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -776564.062500 Penalty: 4371.760742
	Iteration 29Q: 3 clusters Score -776564.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -776572.750000 Penalty: 4371.760742
	Iteration 30Q: 3 clusters Score -776572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -776576.312500 Penalty: 4371.760742
	Iteration 31Q: 3 clusters Score -776576.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -776578.937500 Penalty: 4371.760742
	Iteration 32Q: 3 clusters Score -776578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -776580.812500 Penalty: 4371.760742
	Iteration 33Q: 3 clusters Score -776580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -776581.062500 Penalty: 4371.760742
	Iteration 34Q: 3 clusters Score -776581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -776583.562500 Penalty: 4371.760742
	Iteration 35Q: 3 clusters Score -776583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -776584.937500 Penalty: 4371.760742
	Iteration 36Q: 3 clusters Score -776584.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -776587.187500 Penalty: 4371.760742
	Iteration 37Q: 3 clusters Score -776587.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -776587.187500 Penalty: 4371.760742
	Iteration 38F: 3 clusters Score -776587.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Entering Unmasked Estep 
Score: -3219947.750000 Penalty: 2534.228516
	Iteration 0F: 2 clusters Score -3219948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3201032.750000 Penalty: 5068.457031
	Iteration 0F: 3 clusters Score -3201033 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3207593.500000 Penalty: 5068.457031
	Iteration 1F: 3 clusters Score -3207594 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3208128.750000 Penalty: 5068.457031
	Iteration 2Q: 3 clusters Score -3208129 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -3208723.250000 Penalty: 5068.457031
	Iteration 3Q: 3 clusters Score -3208723 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3209433.250000 Penalty: 5068.457031
	Iteration 4Q: 3 clusters Score -3209433 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3210253.250000 Penalty: 5068.457031
	Iteration 5Q: 3 clusters Score -3210253 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3211098.500000 Penalty: 5068.457031
	Iteration 6Q: 3 clusters Score -3211098 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -3211884.000000 Penalty: 5068.457031
	Iteration 7Q: 3 clusters Score -3211884 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3212642.000000 Penalty: 5068.457031
	Iteration 8Q: 3 clusters Score -3212642 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3213356.750000 Penalty: 5068.457031
	Iteration 9Q: 3 clusters Score -3213357 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3214031.250000 Penalty: 5068.457031
	Iteration 10Q: 3 clusters Score -3214031 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -3214707.500000 Penalty: 5068.457031
	Iteration 11Q: 3 clusters Score -3214708 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3215288.000000 Penalty: 5068.457031
	Iteration 12Q: 3 clusters Score -3215288 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3215804.500000 Penalty: 5068.457031
	Iteration 13Q: 3 clusters Score -3215804 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3216217.000000 Penalty: 5068.457031
	Iteration 14Q: 3 clusters Score -3216217 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3216542.750000 Penalty: 5068.457031
	Iteration 15Q: 3 clusters Score -3216543 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3216802.250000 Penalty: 5068.457031
	Iteration 16Q: 3 clusters Score -3216802 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3216993.500000 Penalty: 5068.457031
	Iteration 17Q: 3 clusters Score -3216994 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3217157.750000 Penalty: 5068.457031
	Iteration 18Q: 3 clusters Score -3217158 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3217274.500000 Penalty: 5068.457031
	Iteration 19Q: 3 clusters Score -3217274 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3217382.750000 Penalty: 5068.457031
	Iteration 20F: 3 clusters Score -3217383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3217458.750000 Penalty: 5068.457031
	Iteration 21Q: 3 clusters Score -3217459 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3217521.000000 Penalty: 5068.457031
	Iteration 22Q: 3 clusters Score -3217521 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -3217563.750000 Penalty: 5068.457031
	Iteration 23Q: 3 clusters Score -3217564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -3217609.750000 Penalty: 5068.457031
	Iteration 24Q: 3 clusters Score -3217610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -3217650.250000 Penalty: 5068.457031
	Iteration 25Q: 3 clusters Score -3217650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3217679.500000 Penalty: 5068.457031
	Iteration 26Q: 3 clusters Score -3217680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3217695.750000 Penalty: 5068.457031
	Iteration 27Q: 3 clusters Score -3217696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3217706.750000 Penalty: 5068.457031
	Iteration 28Q: 3 clusters Score -3217707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3217710.250000 Penalty: 5068.457031
	Iteration 29Q: 3 clusters Score -3217710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3217716.500000 Penalty: 5068.457031
	Iteration 30Q: 3 clusters Score -3217716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3217731.750000 Penalty: 5068.457031
	Iteration 31Q: 3 clusters Score -3217732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3217745.500000 Penalty: 5068.457031
	Iteration 32Q: 3 clusters Score -3217746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3217753.000000 Penalty: 5068.457031
	Iteration 33Q: 3 clusters Score -3217753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3217758.250000 Penalty: 5068.457031
	Iteration 34Q: 3 clusters Score -3217758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3217757.500000 Penalty: 5068.457031
	Iteration 35Q: 3 clusters Score -3217758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3217763.250000 Penalty: 5068.457031
	Iteration 36Q: 3 clusters Score -3217763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3217763.250000 Penalty: 5068.457031
	Iteration 37F: 3 clusters Score -3217763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13803 members 
Mstep: Class 5 contains 191242 members 
Mstep: Class 7 contains 266833 members 
Mstep: Class 11 contains 12760 members 
Mstep: Class 13 contains 9564 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 38983 members 
Mstep: Class 17 contains 29449 members 
Mstep: Class 18 contains 573 members 
Mstep: Class 19 contains 24561 members 
Mstep: Class 20 contains 28911 members 
Mstep: Class 21 contains 6728 members 
Mstep: Class 22 contains 27410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638992.000000 Penalty: 43162.746094
Iteration 79Q: 14 clusters Score -7.463899e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13811 members 
Mstep: Class 5 contains 191190 members 
Mstep: Class 7 contains 266856 members 
Mstep: Class 11 contains 12902 members 
Mstep: Class 13 contains 9565 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 38905 members 
Mstep: Class 17 contains 29413 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24559 members 
Mstep: Class 20 contains 28912 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 27433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639040.000000 Penalty: 43162.746094
Iteration 80F: 14 clusters Score -7.463904e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13817 members 
Mstep: Class 5 contains 191129 members 
Mstep: Class 7 contains 266881 members 
Mstep: Class 11 contains 13052 members 
Mstep: Class 13 contains 9572 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 38815 members 
Mstep: Class 17 contains 29385 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24553 members 
Mstep: Class 20 contains 28914 members 
Mstep: Class 21 contains 6678 members 
Mstep: Class 22 contains 27449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639128.000000 Penalty: 43162.746094
Iteration 81Q: 14 clusters Score -7.463913e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13823 members 
Mstep: Class 5 contains 191088 members 
Mstep: Class 7 contains 266921 members 
Mstep: Class 11 contains 13177 members 
Mstep: Class 13 contains 9578 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 38724 members 
Mstep: Class 17 contains 29355 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24544 members 
Mstep: Class 20 contains 28914 members 
Mstep: Class 21 contains 6655 members 
Mstep: Class 22 contains 27466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639056.000000 Penalty: 43162.746094
Iteration 82Q: 14 clusters Score -7.463906e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13836 members 
Mstep: Class 5 contains 191057 members 
Mstep: Class 7 contains 266928 members 
Mstep: Class 11 contains 13279 members 
Mstep: Class 13 contains 9581 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 38669 members 
Mstep: Class 17 contains 29330 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24536 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 27471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639056.000000 Penalty: 43162.746094
Iteration 83Q: 14 clusters Score -7.463906e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13839 members 
Mstep: Class 5 contains 191048 members 
Mstep: Class 7 contains 266921 members 
Mstep: Class 11 contains 13376 members 
Mstep: Class 13 contains 9582 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 38619 members 
Mstep: Class 17 contains 29297 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24533 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 6626 members 
Mstep: Class 22 contains 27489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639096.000000 Penalty: 43162.746094
Iteration 84Q: 14 clusters Score -7.46391e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13845 members 
Mstep: Class 5 contains 191057 members 
Mstep: Class 7 contains 266884 members 
Mstep: Class 11 contains 13475 members 
Mstep: Class 13 contains 9582 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 38576 members 
Mstep: Class 17 contains 29254 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 6609 members 
Mstep: Class 22 contains 27511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639216.000000 Penalty: 43162.746094
Iteration 85Q: 14 clusters Score -7.463922e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13856 members 
Mstep: Class 5 contains 191076 members 
Mstep: Class 7 contains 266846 members 
Mstep: Class 11 contains 13558 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 38539 members 
Mstep: Class 17 contains 29219 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24533 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6583 members 
Mstep: Class 22 contains 27539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639296.000000 Penalty: 43162.746094
Iteration 86Q: 14 clusters Score -7.46393e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 5 contains 191086 members 
Mstep: Class 7 contains 266816 members 
Mstep: Class 11 contains 13653 members 
Mstep: Class 13 contains 9577 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 38502 members 
Mstep: Class 17 contains 29173 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24534 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6556 members 
Mstep: Class 22 contains 27567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639256.000000 Penalty: 43162.746094
Iteration 87Q: 14 clusters Score -7.463926e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13874 members 
Mstep: Class 5 contains 191077 members 
Mstep: Class 7 contains 266782 members 
Mstep: Class 11 contains 13760 members 
Mstep: Class 13 contains 9574 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 38459 members 
Mstep: Class 17 contains 29132 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24527 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 6533 members 
Mstep: Class 22 contains 27609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639176.000000 Penalty: 43162.746094
Iteration 88Q: 14 clusters Score -7.463918e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13884 members 
Mstep: Class 5 contains 191085 members 
Mstep: Class 7 contains 266756 members 
Mstep: Class 11 contains 13840 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 38420 members 
Mstep: Class 17 contains 29094 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24521 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6508 members 
Mstep: Class 22 contains 27645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639192.000000 Penalty: 43162.746094
Iteration 89Q: 14 clusters Score -7.463919e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13897 members 
Mstep: Class 5 contains 191095 members 
Mstep: Class 7 contains 266725 members 
Mstep: Class 11 contains 13916 members 
Mstep: Class 13 contains 9581 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 38384 members 
Mstep: Class 17 contains 29051 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24520 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 6486 members 
Mstep: Class 22 contains 27675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639168.000000 Penalty: 43162.746094
Iteration 90Q: 14 clusters Score -7.463917e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13906 members 
Mstep: Class 5 contains 191130 members 
Mstep: Class 7 contains 266674 members 
Mstep: Class 11 contains 13981 members 
Mstep: Class 13 contains 9585 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 38356 members 
Mstep: Class 17 contains 29022 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24517 members 
Mstep: Class 20 contains 28914 members 
Mstep: Class 21 contains 6462 members 
Mstep: Class 22 contains 27698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639304.000000 Penalty: 43162.746094
Iteration 91Q: 14 clusters Score -7.46393e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13919 members 
Mstep: Class 5 contains 191148 members 
Mstep: Class 7 contains 266627 members 
Mstep: Class 11 contains 14053 members 
Mstep: Class 13 contains 9585 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 38325 members 
Mstep: Class 17 contains 29000 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 28914 members 
Mstep: Class 21 contains 6439 members 
Mstep: Class 22 contains 27719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639184.000000 Penalty: 43162.746094
Iteration 92Q: 14 clusters Score -7.463918e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13924 members 
Mstep: Class 5 contains 191165 members 
Mstep: Class 7 contains 266587 members 
Mstep: Class 11 contains 14108 members 
Mstep: Class 13 contains 9588 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 38295 members 
Mstep: Class 17 contains 28981 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 28913 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 27743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639184.000000 Penalty: 43162.746094
Iteration 93Q: 14 clusters Score -7.463918e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13927 members 
Mstep: Class 5 contains 191195 members 
Mstep: Class 7 contains 266558 members 
Mstep: Class 11 contains 14177 members 
Mstep: Class 13 contains 9589 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 38261 members 
Mstep: Class 17 contains 28961 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24516 members 
Mstep: Class 20 contains 28913 members 
Mstep: Class 21 contains 6410 members 
Mstep: Class 22 contains 27738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639168.000000 Penalty: 43162.746094
Iteration 94Q: 14 clusters Score -7.463917e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13932 members 
Mstep: Class 5 contains 191215 members 
Mstep: Class 7 contains 266531 members 
Mstep: Class 11 contains 14244 members 
Mstep: Class 13 contains 9586 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 38217 members 
Mstep: Class 17 contains 28944 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24519 members 
Mstep: Class 20 contains 28914 members 
Mstep: Class 21 contains 6391 members 
Mstep: Class 22 contains 27752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639192.000000 Penalty: 43162.746094
Iteration 95Q: 14 clusters Score -7.463919e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13944 members 
Mstep: Class 5 contains 191229 members 
Mstep: Class 7 contains 266491 members 
Mstep: Class 11 contains 14308 members 
Mstep: Class 13 contains 9584 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 38187 members 
Mstep: Class 17 contains 28923 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24524 members 
Mstep: Class 20 contains 28914 members 
Mstep: Class 21 contains 6372 members 
Mstep: Class 22 contains 27770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639272.000000 Penalty: 43162.746094
Iteration 96Q: 14 clusters Score -7.463927e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 5 contains 191240 members 
Mstep: Class 7 contains 266459 members 
Mstep: Class 11 contains 14368 members 
Mstep: Class 13 contains 9585 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 38161 members 
Mstep: Class 17 contains 28902 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24527 members 
Mstep: Class 20 contains 28914 members 
Mstep: Class 21 contains 6358 members 
Mstep: Class 22 contains 27781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639416.000000 Penalty: 43162.746094
Iteration 97Q: 14 clusters Score -7.463942e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13959 members 
Mstep: Class 5 contains 191257 members 
Mstep: Class 7 contains 266429 members 
Mstep: Class 11 contains 14428 members 
Mstep: Class 13 contains 9585 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 38135 members 
Mstep: Class 17 contains 28878 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24526 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 6347 members 
Mstep: Class 22 contains 27786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639528.000000 Penalty: 43162.746094
Iteration 98Q: 14 clusters Score -7.463953e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13966 members 
Mstep: Class 5 contains 191265 members 
Mstep: Class 7 contains 266406 members 
Mstep: Class 11 contains 14476 members 
Mstep: Class 13 contains 9589 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 38120 members 
Mstep: Class 17 contains 28860 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24525 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 6333 members 
Mstep: Class 22 contains 27791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639536.000000 Penalty: 43162.746094
Iteration 99Q: 14 clusters Score -7.463954e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 5 contains 191272 members 
Mstep: Class 7 contains 266394 members 
Mstep: Class 11 contains 14506 members 
Mstep: Class 13 contains 9590 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 38104 members 
Mstep: Class 17 contains 28846 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24529 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 6315 members 
Mstep: Class 22 contains 27803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639544.000000 Penalty: 43162.746094
Iteration 100F: 14 clusters Score -7.463954e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13977 members 
Mstep: Class 5 contains 191300 members 
Mstep: Class 7 contains 266345 members 
Mstep: Class 11 contains 14541 members 
Mstep: Class 13 contains 9593 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 38093 members 
Mstep: Class 17 contains 28833 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24527 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 6296 members 
Mstep: Class 22 contains 27825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639520.000000 Penalty: 43162.746094
Iteration 101Q: 14 clusters Score -7.463952e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 5 contains 191321 members 
Mstep: Class 7 contains 266318 members 
Mstep: Class 11 contains 14570 members 
Mstep: Class 13 contains 9594 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 38080 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24527 members 
Mstep: Class 20 contains 28914 members 
Mstep: Class 21 contains 6275 members 
Mstep: Class 22 contains 27842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639496.000000 Penalty: 43162.746094
Iteration 102Q: 14 clusters Score -7.46395e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13982 members 
Mstep: Class 5 contains 191329 members 
Mstep: Class 7 contains 266303 members 
Mstep: Class 11 contains 14603 members 
Mstep: Class 13 contains 9592 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 38065 members 
Mstep: Class 17 contains 28812 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24525 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 6259 members 
Mstep: Class 22 contains 27858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639552.000000 Penalty: 43162.746094
Iteration 103Q: 14 clusters Score -7.463955e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13982 members 
Mstep: Class 5 contains 191334 members 
Mstep: Class 7 contains 266309 members 
Mstep: Class 11 contains 14632 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 38054 members 
Mstep: Class 17 contains 28790 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24524 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 6247 members 
Mstep: Class 22 contains 27865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639632.000000 Penalty: 43162.746094
Iteration 104Q: 14 clusters Score -7.463963e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13984 members 
Mstep: Class 5 contains 191335 members 
Mstep: Class 7 contains 266317 members 
Mstep: Class 11 contains 14654 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 38045 members 
Mstep: Class 17 contains 28773 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24526 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 6232 members 
Mstep: Class 22 contains 27870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639672.000000 Penalty: 43162.746094
Iteration 105Q: 14 clusters Score -7.463967e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13985 members 
Mstep: Class 5 contains 191347 members 
Mstep: Class 7 contains 266319 members 
Mstep: Class 11 contains 14680 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 38036 members 
Mstep: Class 17 contains 28745 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24529 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 6215 members 
Mstep: Class 22 contains 27878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639648.000000 Penalty: 43162.746094
Iteration 106Q: 14 clusters Score -7.463965e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13990 members 
Mstep: Class 5 contains 191357 members 
Mstep: Class 7 contains 266311 members 
Mstep: Class 11 contains 14702 members 
Mstep: Class 13 contains 9594 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 38025 members 
Mstep: Class 17 contains 28721 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24528 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 6206 members 
Mstep: Class 22 contains 27891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639640.000000 Penalty: 43162.746094
Iteration 107Q: 14 clusters Score -7.463964e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 13998 members 
Mstep: Class 5 contains 191373 members 
Mstep: Class 7 contains 266292 members 
Mstep: Class 11 contains 14727 members 
Mstep: Class 13 contains 9598 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 38018 members 
Mstep: Class 17 contains 28697 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24530 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6196 members 
Mstep: Class 22 contains 27897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639632.000000 Penalty: 43162.746094
Iteration 108Q: 14 clusters Score -7.463963e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14002 members 
Mstep: Class 5 contains 191392 members 
Mstep: Class 7 contains 266292 members 
Mstep: Class 11 contains 14749 members 
Mstep: Class 13 contains 9602 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 38011 members 
Mstep: Class 17 contains 28659 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24529 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6178 members 
Mstep: Class 22 contains 27912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639552.000000 Penalty: 43162.746094
Iteration 109Q: 14 clusters Score -7.463955e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 5 contains 191400 members 
Mstep: Class 7 contains 266281 members 
Mstep: Class 11 contains 14781 members 
Mstep: Class 13 contains 9606 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37994 members 
Mstep: Class 17 contains 28634 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24532 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6168 members 
Mstep: Class 22 contains 27924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639568.000000 Penalty: 43162.746094
Iteration 110Q: 14 clusters Score -7.463957e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14017 members 
Mstep: Class 5 contains 191411 members 
Mstep: Class 7 contains 266253 members 
Mstep: Class 11 contains 14815 members 
Mstep: Class 13 contains 9610 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37981 members 
Mstep: Class 17 contains 28611 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24533 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 6155 members 
Mstep: Class 22 contains 27939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639528.000000 Penalty: 43162.746094
Iteration 111Q: 14 clusters Score -7.463953e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14034 members 
Mstep: Class 5 contains 191423 members 
Mstep: Class 7 contains 266221 members 
Mstep: Class 11 contains 14848 members 
Mstep: Class 13 contains 9613 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 28589 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24534 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 6142 members 
Mstep: Class 22 contains 27949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639560.000000 Penalty: 43162.746094
Iteration 112Q: 14 clusters Score -7.463956e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14047 members 
Mstep: Class 5 contains 191441 members 
Mstep: Class 7 contains 266193 members 
Mstep: Class 11 contains 14882 members 
Mstep: Class 13 contains 9615 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37960 members 
Mstep: Class 17 contains 28563 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24534 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 6135 members 
Mstep: Class 22 contains 27957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639528.000000 Penalty: 43162.746094
Iteration 113Q: 14 clusters Score -7.463953e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14054 members 
Mstep: Class 5 contains 191464 members 
Mstep: Class 7 contains 266172 members 
Mstep: Class 11 contains 14913 members 
Mstep: Class 13 contains 9618 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37944 members 
Mstep: Class 17 contains 28537 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24534 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 6130 members 
Mstep: Class 22 contains 27962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639528.000000 Penalty: 43162.746094
Iteration 114Q: 14 clusters Score -7.463953e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14062 members 
Mstep: Class 5 contains 191487 members 
Mstep: Class 7 contains 266136 members 
Mstep: Class 11 contains 14938 members 
Mstep: Class 13 contains 9621 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37942 members 
Mstep: Class 17 contains 28513 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6124 members 
Mstep: Class 22 contains 27971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639544.000000 Penalty: 43162.746094
Iteration 115Q: 14 clusters Score -7.463954e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14067 members 
Mstep: Class 5 contains 191504 members 
Mstep: Class 7 contains 266105 members 
Mstep: Class 11 contains 14965 members 
Mstep: Class 13 contains 9623 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37934 members 
Mstep: Class 17 contains 28488 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6119 members 
Mstep: Class 22 contains 27989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639552.000000 Penalty: 43162.746094
Iteration 116Q: 14 clusters Score -7.463955e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14071 members 
Mstep: Class 5 contains 191520 members 
Mstep: Class 7 contains 266081 members 
Mstep: Class 11 contains 14995 members 
Mstep: Class 13 contains 9623 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37927 members 
Mstep: Class 17 contains 28467 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24537 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 6107 members 
Mstep: Class 22 contains 28002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639520.000000 Penalty: 43162.746094
Iteration 117Q: 14 clusters Score -7.463952e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14072 members 
Mstep: Class 5 contains 191536 members 
Mstep: Class 7 contains 266069 members 
Mstep: Class 11 contains 15023 members 
Mstep: Class 13 contains 9622 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37921 members 
Mstep: Class 17 contains 28445 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24539 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 6099 members 
Mstep: Class 22 contains 28004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639488.000000 Penalty: 43162.746094
Iteration 118Q: 14 clusters Score -7.463949e+07 nChanged 147
Entering ConstructFrom: 
Score: -74639488.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 3 (14076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Entering Unmasked Estep 
Score: -1663718.000000 Penalty: 2368.952148
	Iteration 0F: 2 clusters Score -1663718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1653392.125000 Penalty: 4737.904297
	Iteration 0F: 3 clusters Score -1653392 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1656545.750000 Penalty: 4737.904297
	Iteration 1F: 3 clusters Score -1656546 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1656955.125000 Penalty: 4737.904297
	Iteration 2F: 3 clusters Score -1656955 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1657340.125000 Penalty: 4737.904297
	Iteration 3F: 3 clusters Score -1657340 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1657692.625000 Penalty: 4737.904297
	Iteration 4F: 3 clusters Score -1657693 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1658075.875000 Penalty: 4737.904297
	Iteration 5Q: 3 clusters Score -1658076 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1658458.750000 Penalty: 4737.904297
	Iteration 6Q: 3 clusters Score -1658459 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1658894.250000 Penalty: 4737.904297
	Iteration 7Q: 3 clusters Score -1658894 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1659385.875000 Penalty: 4737.904297
	Iteration 8Q: 3 clusters Score -1659386 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1659884.250000 Penalty: 4737.904297
	Iteration 9F: 3 clusters Score -1659884 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1660362.625000 Penalty: 4737.904297
	Iteration 10Q: 3 clusters Score -1660363 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1660786.250000 Penalty: 4737.904297
	Iteration 11Q: 3 clusters Score -1660786 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1661040.750000 Penalty: 4737.904297
	Iteration 12Q: 3 clusters Score -1661041 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1661201.125000 Penalty: 4737.904297
	Iteration 13Q: 3 clusters Score -1661201 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1661320.125000 Penalty: 4737.904297
	Iteration 14Q: 3 clusters Score -1661320 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1661410.875000 Penalty: 4737.904297
	Iteration 15Q: 3 clusters Score -1661411 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1661479.250000 Penalty: 4737.904297
	Iteration 16Q: 3 clusters Score -1661479 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1661534.250000 Penalty: 4737.904297
	Iteration 17Q: 3 clusters Score -1661534 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1661589.625000 Penalty: 4737.904297
	Iteration 18Q: 3 clusters Score -1661590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1661628.375000 Penalty: 4737.904297
	Iteration 19Q: 3 clusters Score -1661628 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1661667.125000 Penalty: 4737.904297
	Iteration 20F: 3 clusters Score -1661667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1661681.000000 Penalty: 4737.904297
	Iteration 21Q: 3 clusters Score -1661681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1661695.375000 Penalty: 4737.904297
	Iteration 22Q: 3 clusters Score -1661695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1661706.875000 Penalty: 4737.904297
	Iteration 23Q: 3 clusters Score -1661707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1661715.875000 Penalty: 4737.904297
	Iteration 24Q: 3 clusters Score -1661716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1661722.250000 Penalty: 4737.904297
	Iteration 25Q: 3 clusters Score -1661722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1661731.000000 Penalty: 4737.904297
	Iteration 26Q: 3 clusters Score -1661731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1661730.500000 Penalty: 4737.904297
	Iteration 27Q: 3 clusters Score -1661730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1661735.875000 Penalty: 4737.904297
	Iteration 28Q: 3 clusters Score -1661736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1661735.250000 Penalty: 4737.904297
	Iteration 29Q: 3 clusters Score -1661735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1661739.250000 Penalty: 4737.904297
	Iteration 30Q: 3 clusters Score -1661739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1661741.875000 Penalty: 4737.904297
	Iteration 31Q: 3 clusters Score -1661742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1661744.500000 Penalty: 4737.904297
	Iteration 32Q: 3 clusters Score -1661744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1661746.500000 Penalty: 4737.904297
	Iteration 33Q: 3 clusters Score -1661746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1661748.375000 Penalty: 4737.904297
	Iteration 34Q: 3 clusters Score -1661748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1661749.875000 Penalty: 4737.904297
	Iteration 35Q: 3 clusters Score -1661750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1661750.250000 Penalty: 4737.904297
	Iteration 36Q: 3 clusters Score -1661750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1661750.250000 Penalty: 4737.904297
	Iteration 37F: 3 clusters Score -1661750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (191563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191563 members 
Entering Unmasked Estep 
Score: -22371674.000000 Penalty: 3016.417236
	Iteration 0F: 2 clusters Score -2.237167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95980 members 
Mstep: Class 2 contains 95583 members 
Entering Unmasked Estep 
Score: -22249244.000000 Penalty: 6032.834473
	Iteration 0F: 3 clusters Score -2.224924e+07 nChanged 92059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99741 members 
Mstep: Class 2 contains 91822 members 
Entering Unmasked Estep 
Score: -22305176.000000 Penalty: 6032.834473
	Iteration 1F: 3 clusters Score -2.230518e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102300 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
Score: -22308356.000000 Penalty: 6032.834473
	Iteration 2Q: 3 clusters Score -2.230836e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 84899 members 
Entering Unmasked Estep 
Score: -22312854.000000 Penalty: 6032.834473
	Iteration 3F: 3 clusters Score -2.231285e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113574 members 
Mstep: Class 2 contains 77989 members 
Entering Unmasked Estep 
Score: -22319504.000000 Penalty: 6032.834473
	Iteration 4F: 3 clusters Score -2.23195e+07 nChanged 14013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123283 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -22329368.000000 Penalty: 6032.834473
	Iteration 5F: 3 clusters Score -2.232937e+07 nChanged 14983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134508 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -22343056.000000 Penalty: 6032.834473
	Iteration 6F: 3 clusters Score -2.234306e+07 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143801 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -22357190.000000 Penalty: 6032.834473
	Iteration 7F: 3 clusters Score -2.235719e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148751 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -22363994.000000 Penalty: 6032.834473
	Iteration 8Q: 3 clusters Score -2.236399e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151543 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -22365850.000000 Penalty: 6032.834473
	Iteration 9Q: 3 clusters Score -2.236585e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153742 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -22366598.000000 Penalty: 6032.834473
	Iteration 10Q: 3 clusters Score -2.23666e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155674 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -22367178.000000 Penalty: 6032.834473
	Iteration 11Q: 3 clusters Score -2.236718e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157452 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -22367640.000000 Penalty: 6032.834473
	Iteration 12Q: 3 clusters Score -2.236764e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159050 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -22368050.000000 Penalty: 6032.834473
	Iteration 13Q: 3 clusters Score -2.236805e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160603 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -22368298.000000 Penalty: 6032.834473
	Iteration 14Q: 3 clusters Score -2.23683e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162079 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -22368542.000000 Penalty: 6032.834473
	Iteration 15Q: 3 clusters Score -2.236854e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163479 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -22368776.000000 Penalty: 6032.834473
	Iteration 16Q: 3 clusters Score -2.236878e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164813 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -22368986.000000 Penalty: 6032.834473
	Iteration 17Q: 3 clusters Score -2.236899e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166025 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -22369250.000000 Penalty: 6032.834473
	Iteration 18Q: 3 clusters Score -2.236925e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167209 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -22369484.000000 Penalty: 6032.834473
	Iteration 19Q: 3 clusters Score -2.236948e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168287 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -22369516.000000 Penalty: 6032.834473
	Iteration 20F: 3 clusters Score -2.236952e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -22369608.000000 Penalty: 6032.834473
	Iteration 21Q: 3 clusters Score -2.236961e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170246 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -22369674.000000 Penalty: 6032.834473
	Iteration 22Q: 3 clusters Score -2.236967e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171164 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -22369778.000000 Penalty: 6032.834473
	Iteration 23Q: 3 clusters Score -2.236978e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172051 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -22369914.000000 Penalty: 6032.834473
	Iteration 24Q: 3 clusters Score -2.236991e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172925 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -22370052.000000 Penalty: 6032.834473
	Iteration 25Q: 3 clusters Score -2.237005e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173825 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -22370176.000000 Penalty: 6032.834473
	Iteration 26Q: 3 clusters Score -2.237018e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174673 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -22370216.000000 Penalty: 6032.834473
	Iteration 27Q: 3 clusters Score -2.237022e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -22370314.000000 Penalty: 6032.834473
	Iteration 28Q: 3 clusters Score -2.237031e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176200 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -22370372.000000 Penalty: 6032.834473
	Iteration 29Q: 3 clusters Score -2.237037e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176886 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -22370410.000000 Penalty: 6032.834473
	Iteration 30Q: 3 clusters Score -2.237041e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177510 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -22370508.000000 Penalty: 6032.834473
	Iteration 31Q: 3 clusters Score -2.237051e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178075 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -22370512.000000 Penalty: 6032.834473
	Iteration 32Q: 3 clusters Score -2.237051e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178584 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -22370492.000000 Penalty: 6032.834473
	Iteration 33Q: 3 clusters Score -2.237049e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179022 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -22370560.000000 Penalty: 6032.834473
	Iteration 34Q: 3 clusters Score -2.237056e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179418 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -22370582.000000 Penalty: 6032.834473
	Iteration 35Q: 3 clusters Score -2.237058e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179796 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -22370588.000000 Penalty: 6032.834473
	Iteration 36Q: 3 clusters Score -2.237059e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180122 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -22370562.000000 Penalty: 6032.834473
	Iteration 37Q: 3 clusters Score -2.237056e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180408 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -22370608.000000 Penalty: 6032.834473
	Iteration 38Q: 3 clusters Score -2.237061e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180667 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -22370678.000000 Penalty: 6032.834473
	Iteration 39Q: 3 clusters Score -2.237068e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180937 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -22370680.000000 Penalty: 6032.834473
	Iteration 40F: 3 clusters Score -2.237068e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181175 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -22370650.000000 Penalty: 6032.834473
	Iteration 41Q: 3 clusters Score -2.237065e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181393 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -22370654.000000 Penalty: 6032.834473
	Iteration 42Q: 3 clusters Score -2.237065e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181606 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -22370690.000000 Penalty: 6032.834473
	Iteration 43Q: 3 clusters Score -2.237069e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181794 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -22370714.000000 Penalty: 6032.834473
	Iteration 44Q: 3 clusters Score -2.237071e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181981 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -22370718.000000 Penalty: 6032.834473
	Iteration 45Q: 3 clusters Score -2.237072e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182162 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -22370700.000000 Penalty: 6032.834473
	Iteration 46Q: 3 clusters Score -2.23707e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182330 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -22370650.000000 Penalty: 6032.834473
	Iteration 47Q: 3 clusters Score -2.237065e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182498 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -22370710.000000 Penalty: 6032.834473
	Iteration 48Q: 3 clusters Score -2.237071e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182646 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -22370662.000000 Penalty: 6032.834473
	Iteration 49Q: 3 clusters Score -2.237066e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182794 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -22370638.000000 Penalty: 6032.834473
	Iteration 50Q: 3 clusters Score -2.237064e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182942 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -22370606.000000 Penalty: 6032.834473
	Iteration 51Q: 3 clusters Score -2.237061e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183090 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -22370608.000000 Penalty: 6032.834473
	Iteration 52Q: 3 clusters Score -2.237061e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183236 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -22370602.000000 Penalty: 6032.834473
	Iteration 53Q: 3 clusters Score -2.23706e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183378 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -22370642.000000 Penalty: 6032.834473
	Iteration 54Q: 3 clusters Score -2.237064e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183496 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -22370616.000000 Penalty: 6032.834473
	Iteration 55Q: 3 clusters Score -2.237062e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183606 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -22370642.000000 Penalty: 6032.834473
	Iteration 56Q: 3 clusters Score -2.237064e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183721 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -22370638.000000 Penalty: 6032.834473
	Iteration 57Q: 3 clusters Score -2.237064e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183815 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -22370650.000000 Penalty: 6032.834473
	Iteration 58Q: 3 clusters Score -2.237065e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183907 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -22370658.000000 Penalty: 6032.834473
	Iteration 59Q: 3 clusters Score -2.237066e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183990 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -22370606.000000 Penalty: 6032.834473
	Iteration 60F: 3 clusters Score -2.237061e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184076 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -22370634.000000 Penalty: 6032.834473
	Iteration 61Q: 3 clusters Score -2.237063e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184165 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -22370610.000000 Penalty: 6032.834473
	Iteration 62Q: 3 clusters Score -2.237061e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184264 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -22370616.000000 Penalty: 6032.834473
	Iteration 63Q: 3 clusters Score -2.237062e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184350 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -22370636.000000 Penalty: 6032.834473
	Iteration 64Q: 3 clusters Score -2.237064e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184422 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -22370632.000000 Penalty: 6032.834473
	Iteration 65Q: 3 clusters Score -2.237063e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184483 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -22370600.000000 Penalty: 6032.834473
	Iteration 66Q: 3 clusters Score -2.23706e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184544 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -22370630.000000 Penalty: 6032.834473
	Iteration 67Q: 3 clusters Score -2.237063e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184604 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -22370638.000000 Penalty: 6032.834473
	Iteration 68Q: 3 clusters Score -2.237064e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184643 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -22370638.000000 Penalty: 6032.834473
	Iteration 69Q: 3 clusters Score -2.237064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184674 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -22370640.000000 Penalty: 6032.834473
	Iteration 70Q: 3 clusters Score -2.237064e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184713 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -22370642.000000 Penalty: 6032.834473
	Iteration 71Q: 3 clusters Score -2.237064e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184755 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -22370604.000000 Penalty: 6032.834473
	Iteration 72Q: 3 clusters Score -2.23706e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184796 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -22370642.000000 Penalty: 6032.834473
	Iteration 73Q: 3 clusters Score -2.237064e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184834 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -22370646.000000 Penalty: 6032.834473
	Iteration 74Q: 3 clusters Score -2.237065e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184876 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -22370618.000000 Penalty: 6032.834473
	Iteration 75Q: 3 clusters Score -2.237062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184924 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -22370604.000000 Penalty: 6032.834473
	Iteration 76Q: 3 clusters Score -2.23706e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184971 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -22370612.000000 Penalty: 6032.834473
	Iteration 77Q: 3 clusters Score -2.237061e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185020 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -22370624.000000 Penalty: 6032.834473
	Iteration 78Q: 3 clusters Score -2.237062e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185065 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -22370626.000000 Penalty: 6032.834473
	Iteration 79Q: 3 clusters Score -2.237063e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185114 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -22370628.000000 Penalty: 6032.834473
	Iteration 80F: 3 clusters Score -2.237063e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185161 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -22370600.000000 Penalty: 6032.834473
	Iteration 81Q: 3 clusters Score -2.23706e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185197 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -22370602.000000 Penalty: 6032.834473
	Iteration 82Q: 3 clusters Score -2.23706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185214 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -22370596.000000 Penalty: 6032.834473
	Iteration 83Q: 3 clusters Score -2.23706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185236 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -22370606.000000 Penalty: 6032.834473
	Iteration 84Q: 3 clusters Score -2.237061e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185256 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -22370626.000000 Penalty: 6032.834473
	Iteration 85Q: 3 clusters Score -2.237063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185274 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -22370608.000000 Penalty: 6032.834473
	Iteration 86Q: 3 clusters Score -2.237061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185299 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -22370582.000000 Penalty: 6032.834473
	Iteration 87Q: 3 clusters Score -2.237058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185312 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -22370606.000000 Penalty: 6032.834473
	Iteration 88Q: 3 clusters Score -2.237061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185326 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -22370600.000000 Penalty: 6032.834473
	Iteration 89Q: 3 clusters Score -2.23706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185336 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -22370592.000000 Penalty: 6032.834473
	Iteration 90Q: 3 clusters Score -2.237059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185348 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -22370576.000000 Penalty: 6032.834473
	Iteration 91Q: 3 clusters Score -2.237058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185352 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -22370578.000000 Penalty: 6032.834473
	Iteration 92Q: 3 clusters Score -2.237058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185356 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -22370576.000000 Penalty: 6032.834473
	Iteration 93Q: 3 clusters Score -2.237058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185361 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -22370564.000000 Penalty: 6032.834473
	Iteration 94Q: 3 clusters Score -2.237056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185367 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -22370586.000000 Penalty: 6032.834473
	Iteration 95Q: 3 clusters Score -2.237059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185374 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -22370586.000000 Penalty: 6032.834473
	Iteration 96Q: 3 clusters Score -2.237059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185377 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -22370580.000000 Penalty: 6032.834473
	Iteration 97Q: 3 clusters Score -2.237058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185382 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -22370578.000000 Penalty: 6032.834473
	Iteration 98Q: 3 clusters Score -2.237058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185387 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -22370568.000000 Penalty: 6032.834473
	Iteration 99Q: 3 clusters Score -2.237057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185395 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -22370556.000000 Penalty: 6032.834473
	Iteration 100F: 3 clusters Score -2.237056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185402 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -22370566.000000 Penalty: 6032.834473
	Iteration 101Q: 3 clusters Score -2.237057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185412 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -22370578.000000 Penalty: 6032.834473
	Iteration 102Q: 3 clusters Score -2.237058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185418 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -22370556.000000 Penalty: 6032.834473
	Iteration 103Q: 3 clusters Score -2.237056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185424 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -22370544.000000 Penalty: 6032.834473
	Iteration 104Q: 3 clusters Score -2.237054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185428 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -22370536.000000 Penalty: 6032.834473
	Iteration 105Q: 3 clusters Score -2.237054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185433 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -22370548.000000 Penalty: 6032.834473
	Iteration 106Q: 3 clusters Score -2.237055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185441 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -22370542.000000 Penalty: 6032.834473
	Iteration 107Q: 3 clusters Score -2.237054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185445 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -22370540.000000 Penalty: 6032.834473
	Iteration 108Q: 3 clusters Score -2.237054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185446 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -22370536.000000 Penalty: 6032.834473
	Iteration 109Q: 3 clusters Score -2.237054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185448 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -22370528.000000 Penalty: 6032.834473
	Iteration 110Q: 3 clusters Score -2.237053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185449 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -22370514.000000 Penalty: 6032.834473
	Iteration 111Q: 3 clusters Score -2.237051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185452 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -22370514.000000 Penalty: 6032.834473
	Iteration 112Q: 3 clusters Score -2.237051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185454 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -22370508.000000 Penalty: 6032.834473
	Iteration 113Q: 3 clusters Score -2.237051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185457 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -22370524.000000 Penalty: 6032.834473
	Iteration 114Q: 3 clusters Score -2.237052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185459 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -22370522.000000 Penalty: 6032.834473
	Iteration 115Q: 3 clusters Score -2.237052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185461 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -22370516.000000 Penalty: 6032.834473
	Iteration 116Q: 3 clusters Score -2.237052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185462 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -22370524.000000 Penalty: 6032.834473
	Iteration 117Q: 3 clusters Score -2.237052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185462 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -22370524.000000 Penalty: 6032.834473
	Iteration 118F: 3 clusters Score -2.237052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (266058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266058 members 
Entering Unmasked Estep 
Score: -30801362.000000 Penalty: 3097.884521
	Iteration 0F: 2 clusters Score -3.080136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133250 members 
Mstep: Class 2 contains 132808 members 
Entering Unmasked Estep 
Score: -30638450.000000 Penalty: 6195.769043
	Iteration 0F: 3 clusters Score -3.063845e+07 nChanged 128817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134923 members 
Mstep: Class 2 contains 131135 members 
Entering Unmasked Estep 
Score: -30715646.000000 Penalty: 6195.769043
	Iteration 1F: 3 clusters Score -3.071565e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136253 members 
Mstep: Class 2 contains 129805 members 
Entering Unmasked Estep 
Score: -30717116.000000 Penalty: 6195.769043
	Iteration 2Q: 3 clusters Score -3.071712e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138490 members 
Mstep: Class 2 contains 127568 members 
Entering Unmasked Estep 
Score: -30718878.000000 Penalty: 6195.769043
	Iteration 3Q: 3 clusters Score -3.071888e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142314 members 
Mstep: Class 2 contains 123744 members 
Entering Unmasked Estep 
Score: -30721296.000000 Penalty: 6195.769043
	Iteration 4Q: 3 clusters Score -3.07213e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148334 members 
Mstep: Class 2 contains 117724 members 
Entering Unmasked Estep 
Score: -30725026.000000 Penalty: 6195.769043
	Iteration 5Q: 3 clusters Score -3.072503e+07 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157372 members 
Mstep: Class 2 contains 108686 members 
Entering Unmasked Estep 
Score: -30730102.000000 Penalty: 6195.769043
	Iteration 6Q: 3 clusters Score -3.07301e+07 nChanged 15062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169916 members 
Mstep: Class 2 contains 96142 members 
Entering Unmasked Estep 
Score: -30738492.000000 Penalty: 6195.769043
	Iteration 7F: 3 clusters Score -3.073849e+07 nChanged 17613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185539 members 
Mstep: Class 2 contains 80519 members 
Entering Unmasked Estep 
Score: -30750322.000000 Penalty: 6195.769043
	Iteration 8F: 3 clusters Score -3.075032e+07 nChanged 17893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201562 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -30763814.000000 Penalty: 6195.769043
	Iteration 9F: 3 clusters Score -3.076381e+07 nChanged 15245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214747 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -30774560.000000 Penalty: 6195.769043
	Iteration 10F: 3 clusters Score -3.077456e+07 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223966 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -30781494.000000 Penalty: 6195.769043
	Iteration 11Q: 3 clusters Score -3.078149e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230218 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -30785440.000000 Penalty: 6195.769043
	Iteration 12Q: 3 clusters Score -3.078544e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234980 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -30787766.000000 Penalty: 6195.769043
	Iteration 13Q: 3 clusters Score -3.078777e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238886 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -30789180.000000 Penalty: 6195.769043
	Iteration 14Q: 3 clusters Score -3.078918e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242229 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -30790466.000000 Penalty: 6195.769043
	Iteration 15Q: 3 clusters Score -3.079047e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245164 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -30791802.000000 Penalty: 6195.769043
	Iteration 16Q: 3 clusters Score -3.07918e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247697 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -30792906.000000 Penalty: 6195.769043
	Iteration 17Q: 3 clusters Score -3.079291e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249899 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -30793828.000000 Penalty: 6195.769043
	Iteration 18Q: 3 clusters Score -3.079383e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251815 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -30794774.000000 Penalty: 6195.769043
	Iteration 19Q: 3 clusters Score -3.079477e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253496 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -30795620.000000 Penalty: 6195.769043
	Iteration 20F: 3 clusters Score -3.079562e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254912 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -30796408.000000 Penalty: 6195.769043
	Iteration 21Q: 3 clusters Score -3.079641e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256194 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -30796980.000000 Penalty: 6195.769043
	Iteration 22Q: 3 clusters Score -3.079698e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257319 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -30797574.000000 Penalty: 6195.769043
	Iteration 23Q: 3 clusters Score -3.079757e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258260 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -30797964.000000 Penalty: 6195.769043
	Iteration 24Q: 3 clusters Score -3.079796e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259031 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -30798442.000000 Penalty: 6195.769043
	Iteration 25Q: 3 clusters Score -3.079844e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259639 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -30798700.000000 Penalty: 6195.769043
	Iteration 26Q: 3 clusters Score -3.07987e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260125 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -30798976.000000 Penalty: 6195.769043
	Iteration 27Q: 3 clusters Score -3.079898e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260492 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -30799164.000000 Penalty: 6195.769043
	Iteration 28Q: 3 clusters Score -3.079916e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260813 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -30799324.000000 Penalty: 6195.769043
	Iteration 29Q: 3 clusters Score -3.079932e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261072 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -30799392.000000 Penalty: 6195.769043
	Iteration 30Q: 3 clusters Score -3.079939e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261277 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -30799468.000000 Penalty: 6195.769043
	Iteration 31Q: 3 clusters Score -3.079947e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261463 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -30799536.000000 Penalty: 6195.769043
	Iteration 32Q: 3 clusters Score -3.079954e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261627 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -30799610.000000 Penalty: 6195.769043
	Iteration 33Q: 3 clusters Score -3.079961e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261768 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -30799678.000000 Penalty: 6195.769043
	Iteration 34Q: 3 clusters Score -3.079968e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261874 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -30799678.000000 Penalty: 6195.769043
	Iteration 35Q: 3 clusters Score -3.079968e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261967 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -30799672.000000 Penalty: 6195.769043
	Iteration 36Q: 3 clusters Score -3.079967e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262043 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -30799680.000000 Penalty: 6195.769043
	Iteration 37Q: 3 clusters Score -3.079968e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262096 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -30799614.000000 Penalty: 6195.769043
	Iteration 38Q: 3 clusters Score -3.079961e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262144 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -30799682.000000 Penalty: 6195.769043
	Iteration 39Q: 3 clusters Score -3.079968e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262199 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -30799630.000000 Penalty: 6195.769043
	Iteration 40F: 3 clusters Score -3.079963e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262247 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -30799586.000000 Penalty: 6195.769043
	Iteration 41Q: 3 clusters Score -3.079959e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262285 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -30799602.000000 Penalty: 6195.769043
	Iteration 42Q: 3 clusters Score -3.07996e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262317 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -30799630.000000 Penalty: 6195.769043
	Iteration 43Q: 3 clusters Score -3.079963e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262346 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -30799628.000000 Penalty: 6195.769043
	Iteration 44Q: 3 clusters Score -3.079963e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262365 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -30799700.000000 Penalty: 6195.769043
	Iteration 45Q: 3 clusters Score -3.07997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262386 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -30799694.000000 Penalty: 6195.769043
	Iteration 46Q: 3 clusters Score -3.079969e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262407 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -30799680.000000 Penalty: 6195.769043
	Iteration 47Q: 3 clusters Score -3.079968e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262428 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -30799650.000000 Penalty: 6195.769043
	Iteration 48Q: 3 clusters Score -3.079965e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262446 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -30799644.000000 Penalty: 6195.769043
	Iteration 49Q: 3 clusters Score -3.079964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262465 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -30799636.000000 Penalty: 6195.769043
	Iteration 50Q: 3 clusters Score -3.079964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262474 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -30799610.000000 Penalty: 6195.769043
	Iteration 51Q: 3 clusters Score -3.079961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262484 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -30799614.000000 Penalty: 6195.769043
	Iteration 52Q: 3 clusters Score -3.079961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262490 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -30799588.000000 Penalty: 6195.769043
	Iteration 53Q: 3 clusters Score -3.079959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262493 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -30799612.000000 Penalty: 6195.769043
	Iteration 54Q: 3 clusters Score -3.079961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262498 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -30799606.000000 Penalty: 6195.769043
	Iteration 55Q: 3 clusters Score -3.079961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262505 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -30799626.000000 Penalty: 6195.769043
	Iteration 56Q: 3 clusters Score -3.079963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262515 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -30799606.000000 Penalty: 6195.769043
	Iteration 57Q: 3 clusters Score -3.079961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262522 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -30799612.000000 Penalty: 6195.769043
	Iteration 58Q: 3 clusters Score -3.079961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262528 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -30799610.000000 Penalty: 6195.769043
	Iteration 59Q: 3 clusters Score -3.079961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262533 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -30799600.000000 Penalty: 6195.769043
	Iteration 60F: 3 clusters Score -3.07996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262539 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -30799618.000000 Penalty: 6195.769043
	Iteration 61Q: 3 clusters Score -3.079962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262545 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -30799614.000000 Penalty: 6195.769043
	Iteration 62Q: 3 clusters Score -3.079961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262546 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -30799608.000000 Penalty: 6195.769043
	Iteration 63Q: 3 clusters Score -3.079961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262547 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -30799614.000000 Penalty: 6195.769043
	Iteration 64Q: 3 clusters Score -3.079961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262544 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -30799608.000000 Penalty: 6195.769043
	Iteration 65Q: 3 clusters Score -3.079961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262544 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -30799612.000000 Penalty: 6195.769043
	Iteration 66Q: 3 clusters Score -3.079961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262547 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -30799628.000000 Penalty: 6195.769043
	Iteration 67Q: 3 clusters Score -3.079963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262549 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -30799638.000000 Penalty: 6195.769043
	Iteration 68Q: 3 clusters Score -3.079964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262553 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -30799626.000000 Penalty: 6195.769043
	Iteration 69Q: 3 clusters Score -3.079963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262556 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -30799626.000000 Penalty: 6195.769043
	Iteration 70Q: 3 clusters Score -3.079963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262559 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -30799628.000000 Penalty: 6195.769043
	Iteration 71Q: 3 clusters Score -3.079963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262559 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -30799628.000000 Penalty: 6195.769043
	Iteration 72Q: 3 clusters Score -3.079963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262559 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -30799622.000000 Penalty: 6195.769043
	Iteration 73Q: 3 clusters Score -3.079962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262561 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -30799630.000000 Penalty: 6195.769043
	Iteration 74Q: 3 clusters Score -3.079963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262565 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -30799622.000000 Penalty: 6195.769043
	Iteration 75Q: 3 clusters Score -3.079962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262566 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -30799620.000000 Penalty: 6195.769043
	Iteration 76Q: 3 clusters Score -3.079962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262566 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -30799620.000000 Penalty: 6195.769043
	Iteration 77F: 3 clusters Score -3.079962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Entering Unmasked Estep 
Score: -1751540.625000 Penalty: 2385.611084
	Iteration 0F: 2 clusters Score -1751541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1740593.625000 Penalty: 4771.222168
	Iteration 0F: 3 clusters Score -1740594 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1744086.125000 Penalty: 4771.222168
	Iteration 1F: 3 clusters Score -1744086 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1744436.750000 Penalty: 4771.222168
	Iteration 2F: 3 clusters Score -1744437 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1744700.125000 Penalty: 4771.222168
	Iteration 3Q: 3 clusters Score -1744700 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1744897.750000 Penalty: 4771.222168
	Iteration 4Q: 3 clusters Score -1744898 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1745056.125000 Penalty: 4771.222168
	Iteration 5Q: 3 clusters Score -1745056 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1745187.500000 Penalty: 4771.222168
	Iteration 6Q: 3 clusters Score -1745188 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1745299.125000 Penalty: 4771.222168
	Iteration 7Q: 3 clusters Score -1745299 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1745406.250000 Penalty: 4771.222168
	Iteration 8Q: 3 clusters Score -1745406 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1745515.875000 Penalty: 4771.222168
	Iteration 9Q: 3 clusters Score -1745516 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1745664.125000 Penalty: 4771.222168
	Iteration 10Q: 3 clusters Score -1745664 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1745864.625000 Penalty: 4771.222168
	Iteration 11Q: 3 clusters Score -1745865 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1746136.625000 Penalty: 4771.222168
	Iteration 12Q: 3 clusters Score -1746137 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1746471.625000 Penalty: 4771.222168
	Iteration 13Q: 3 clusters Score -1746472 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1746935.375000 Penalty: 4771.222168
	Iteration 14Q: 3 clusters Score -1746935 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1747544.875000 Penalty: 4771.222168
	Iteration 15Q: 3 clusters Score -1747545 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1748153.500000 Penalty: 4771.222168
	Iteration 16Q: 3 clusters Score -1748154 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1748561.875000 Penalty: 4771.222168
	Iteration 17Q: 3 clusters Score -1748562 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1748780.500000 Penalty: 4771.222168
	Iteration 18Q: 3 clusters Score -1748780 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1748886.750000 Penalty: 4771.222168
	Iteration 19Q: 3 clusters Score -1748887 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1748960.875000 Penalty: 4771.222168
	Iteration 20F: 3 clusters Score -1748961 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1749001.000000 Penalty: 4771.222168
	Iteration 21Q: 3 clusters Score -1749001 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1749038.500000 Penalty: 4771.222168
	Iteration 22Q: 3 clusters Score -1749038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1749074.875000 Penalty: 4771.222168
	Iteration 23Q: 3 clusters Score -1749075 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1749096.625000 Penalty: 4771.222168
	Iteration 24Q: 3 clusters Score -1749097 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1749117.125000 Penalty: 4771.222168
	Iteration 25Q: 3 clusters Score -1749117 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1749139.250000 Penalty: 4771.222168
	Iteration 26Q: 3 clusters Score -1749139 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1749167.000000 Penalty: 4771.222168
	Iteration 27Q: 3 clusters Score -1749167 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1749182.500000 Penalty: 4771.222168
	Iteration 28Q: 3 clusters Score -1749182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1749204.000000 Penalty: 4771.222168
	Iteration 29Q: 3 clusters Score -1749204 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1749213.375000 Penalty: 4771.222168
	Iteration 30Q: 3 clusters Score -1749213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1749238.250000 Penalty: 4771.222168
	Iteration 31Q: 3 clusters Score -1749238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1749250.125000 Penalty: 4771.222168
	Iteration 32Q: 3 clusters Score -1749250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1749258.375000 Penalty: 4771.222168
	Iteration 33Q: 3 clusters Score -1749258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1749268.625000 Penalty: 4771.222168
	Iteration 34Q: 3 clusters Score -1749269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1749275.125000 Penalty: 4771.222168
	Iteration 35Q: 3 clusters Score -1749275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1749282.875000 Penalty: 4771.222168
	Iteration 36Q: 3 clusters Score -1749283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1749291.250000 Penalty: 4771.222168
	Iteration 37Q: 3 clusters Score -1749291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1749291.375000 Penalty: 4771.222168
	Iteration 38Q: 3 clusters Score -1749291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1749297.875000 Penalty: 4771.222168
	Iteration 39Q: 3 clusters Score -1749298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1749306.000000 Penalty: 4771.222168
	Iteration 40F: 3 clusters Score -1749306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1749305.125000 Penalty: 4771.222168
	Iteration 41Q: 3 clusters Score -1749305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1749307.250000 Penalty: 4771.222168
	Iteration 42Q: 3 clusters Score -1749307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1749312.500000 Penalty: 4771.222168
	Iteration 43Q: 3 clusters Score -1749312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1749308.250000 Penalty: 4771.222168
	Iteration 44Q: 3 clusters Score -1749308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1749313.125000 Penalty: 4771.222168
	Iteration 45Q: 3 clusters Score -1749313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1749313.000000 Penalty: 4771.222168
	Iteration 46Q: 3 clusters Score -1749313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1749314.375000 Penalty: 4771.222168
	Iteration 47Q: 3 clusters Score -1749314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1749313.625000 Penalty: 4771.222168
	Iteration 48Q: 3 clusters Score -1749314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1749314.250000 Penalty: 4771.222168
	Iteration 49Q: 3 clusters Score -1749314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1749312.375000 Penalty: 4771.222168
	Iteration 50Q: 3 clusters Score -1749312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1749318.125000 Penalty: 4771.222168
	Iteration 51Q: 3 clusters Score -1749318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1749314.250000 Penalty: 4771.222168
	Iteration 52Q: 3 clusters Score -1749314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1749316.875000 Penalty: 4771.222168
	Iteration 53Q: 3 clusters Score -1749317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1749316.750000 Penalty: 4771.222168
	Iteration 54Q: 3 clusters Score -1749317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1749322.375000 Penalty: 4771.222168
	Iteration 55Q: 3 clusters Score -1749322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1749326.875000 Penalty: 4771.222168
	Iteration 56Q: 3 clusters Score -1749327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1749329.000000 Penalty: 4771.222168
	Iteration 57Q: 3 clusters Score -1749329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1749328.250000 Penalty: 4771.222168
	Iteration 58Q: 3 clusters Score -1749328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1749334.750000 Penalty: 4771.222168
	Iteration 59Q: 3 clusters Score -1749335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1749335.875000 Penalty: 4771.222168
	Iteration 60F: 3 clusters Score -1749336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1749336.000000 Penalty: 4771.222168
	Iteration 61Q: 3 clusters Score -1749336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1749339.500000 Penalty: 4771.222168
	Iteration 62Q: 3 clusters Score -1749340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1749336.000000 Penalty: 4771.222168
	Iteration 63Q: 3 clusters Score -1749336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1749339.250000 Penalty: 4771.222168
	Iteration 64Q: 3 clusters Score -1749339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1749332.125000 Penalty: 4771.222168
	Iteration 65Q: 3 clusters Score -1749332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1749333.375000 Penalty: 4771.222168
	Iteration 66Q: 3 clusters Score -1749333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1749333.875000 Penalty: 4771.222168
	Iteration 67Q: 3 clusters Score -1749334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1749333.875000 Penalty: 4771.222168
	Iteration 68F: 3 clusters Score -1749334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Entering Unmasked Estep 
Score: -1136607.750000 Penalty: 2274.608154
	Iteration 0F: 2 clusters Score -1136608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1129120.125000 Penalty: 4549.216309
	Iteration 0F: 3 clusters Score -1129120 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1131230.250000 Penalty: 4549.216309
	Iteration 1F: 3 clusters Score -1131230 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1131581.625000 Penalty: 4549.216309
	Iteration 2F: 3 clusters Score -1131582 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1131926.625000 Penalty: 4549.216309
	Iteration 3F: 3 clusters Score -1131927 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1132301.125000 Penalty: 4549.216309
	Iteration 4F: 3 clusters Score -1132301 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1132707.250000 Penalty: 4549.216309
	Iteration 5F: 3 clusters Score -1132707 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1133133.250000 Penalty: 4549.216309
	Iteration 6F: 3 clusters Score -1133133 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1133552.250000 Penalty: 4549.216309
	Iteration 7Q: 3 clusters Score -1133552 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1133939.500000 Penalty: 4549.216309
	Iteration 8Q: 3 clusters Score -1133940 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1134218.375000 Penalty: 4549.216309
	Iteration 9Q: 3 clusters Score -1134218 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1134412.500000 Penalty: 4549.216309
	Iteration 10Q: 3 clusters Score -1134412 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1134532.250000 Penalty: 4549.216309
	Iteration 11Q: 3 clusters Score -1134532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1134610.750000 Penalty: 4549.216309
	Iteration 12Q: 3 clusters Score -1134611 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1134670.500000 Penalty: 4549.216309
	Iteration 13Q: 3 clusters Score -1134670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1134699.875000 Penalty: 4549.216309
	Iteration 14Q: 3 clusters Score -1134700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1134718.875000 Penalty: 4549.216309
	Iteration 15Q: 3 clusters Score -1134719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1134734.375000 Penalty: 4549.216309
	Iteration 16Q: 3 clusters Score -1134734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1134747.125000 Penalty: 4549.216309
	Iteration 17Q: 3 clusters Score -1134747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1134754.125000 Penalty: 4549.216309
	Iteration 18Q: 3 clusters Score -1134754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1134757.625000 Penalty: 4549.216309
	Iteration 19Q: 3 clusters Score -1134758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1134759.500000 Penalty: 4549.216309
	Iteration 20F: 3 clusters Score -1134760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1134761.750000 Penalty: 4549.216309
	Iteration 21Q: 3 clusters Score -1134762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1134762.875000 Penalty: 4549.216309
	Iteration 22Q: 3 clusters Score -1134763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1134763.625000 Penalty: 4549.216309
	Iteration 23Q: 3 clusters Score -1134764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1134763.625000 Penalty: 4549.216309
	Iteration 24F: 3 clusters Score -1134764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -129791.648438 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -129791.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -127805.421875 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -127805.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128372.554688 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -128372.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -128650.250000 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -128650.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -128795.632812 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -128795.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -128897.718750 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -128897.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -128962.437500 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -128962.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -129029.070312 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -129029.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -129076.507812 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -129076.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129111.078125 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -129111.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -129174.750000 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -129174.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -129203.664062 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -129203.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -129224.328125 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -129224.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -129231.476562 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -129231.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -129238.156250 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -129238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -129241.132812 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -129241.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -129243.835938 Penalty: 3543.234375
	Iteration 15F: 3 clusters Score -129243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -129251.031250 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -129251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -129253.695312 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -129253.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -129261.320312 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -129261.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -129267.882812 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -129267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -129275.148438 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -129275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -129282.570312 Penalty: 3543.234375
	Iteration 21Q: 3 clusters Score -129282.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -129287.812500 Penalty: 3543.234375
	Iteration 22Q: 3 clusters Score -129287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -129293.093750 Penalty: 3543.234375
	Iteration 23Q: 3 clusters Score -129293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -129295.328125 Penalty: 3543.234375
	Iteration 24Q: 3 clusters Score -129295.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -129299.710938 Penalty: 3543.234375
	Iteration 25Q: 3 clusters Score -129299.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -129300.656250 Penalty: 3543.234375
	Iteration 26Q: 3 clusters Score -129300.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -129302.156250 Penalty: 3543.234375
	Iteration 27Q: 3 clusters Score -129302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -129302.976562 Penalty: 3543.234375
	Iteration 28Q: 3 clusters Score -129303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -129302.976562 Penalty: 3543.234375
	Iteration 29F: 3 clusters Score -129303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Entering Unmasked Estep 
Score: -4284306.000000 Penalty: 2614.702393
	Iteration 0F: 2 clusters Score -4284306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -4258661.000000 Penalty: 5229.404785
	Iteration 0F: 3 clusters Score -4258661 nChanged 17325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4268056.000000 Penalty: 5229.404785
	Iteration 1F: 3 clusters Score -4268056 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -4268659.000000 Penalty: 5229.404785
	Iteration 2Q: 3 clusters Score -4268659 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -4269303.500000 Penalty: 5229.404785
	Iteration 3Q: 3 clusters Score -4269304 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -4270162.000000 Penalty: 5229.404785
	Iteration 4Q: 3 clusters Score -4270162 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -4271289.500000 Penalty: 5229.404785
	Iteration 5Q: 3 clusters Score -4271290 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -4272787.500000 Penalty: 5229.404785
	Iteration 6F: 3 clusters Score -4272788 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -4274724.000000 Penalty: 5229.404785
	Iteration 7F: 3 clusters Score -4274724 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -4276999.000000 Penalty: 5229.404785
	Iteration 8F: 3 clusters Score -4276999 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -4279089.500000 Penalty: 5229.404785
	Iteration 9F: 3 clusters Score -4279090 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -4280505.000000 Penalty: 5229.404785
	Iteration 10Q: 3 clusters Score -4280505 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4281294.000000 Penalty: 5229.404785
	Iteration 11Q: 3 clusters Score -4281294 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -4281666.000000 Penalty: 5229.404785
	Iteration 12Q: 3 clusters Score -4281666 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -4281854.500000 Penalty: 5229.404785
	Iteration 13Q: 3 clusters Score -4281854 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -4281948.000000 Penalty: 5229.404785
	Iteration 14Q: 3 clusters Score -4281948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4282017.500000 Penalty: 5229.404785
	Iteration 15Q: 3 clusters Score -4282018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -4282059.500000 Penalty: 5229.404785
	Iteration 16Q: 3 clusters Score -4282060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4282079.000000 Penalty: 5229.404785
	Iteration 17Q: 3 clusters Score -4282079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -4282101.000000 Penalty: 5229.404785
	Iteration 18Q: 3 clusters Score -4282101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4282114.000000 Penalty: 5229.404785
	Iteration 19Q: 3 clusters Score -4282114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4282127.500000 Penalty: 5229.404785
	Iteration 20F: 3 clusters Score -4282128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4282133.000000 Penalty: 5229.404785
	Iteration 21Q: 3 clusters Score -4282133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -4282126.500000 Penalty: 5229.404785
	Iteration 22Q: 3 clusters Score -4282126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4282130.500000 Penalty: 5229.404785
	Iteration 23Q: 3 clusters Score -4282130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -4282129.500000 Penalty: 5229.404785
	Iteration 24Q: 3 clusters Score -4282130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -4282135.000000 Penalty: 5229.404785
	Iteration 25Q: 3 clusters Score -4282135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -4282135.000000 Penalty: 5229.404785
	Iteration 26F: 3 clusters Score -4282135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Entering Unmasked Estep 
Score: -3342927.250000 Penalty: 2543.045410
	Iteration 0F: 2 clusters Score -3342927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3323473.750000 Penalty: 5086.090820
	Iteration 0F: 3 clusters Score -3323474 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3330270.000000 Penalty: 5086.090820
	Iteration 1F: 3 clusters Score -3330270 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3330898.750000 Penalty: 5086.090820
	Iteration 2F: 3 clusters Score -3330899 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3331661.750000 Penalty: 5086.090820
	Iteration 3F: 3 clusters Score -3331662 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3332655.250000 Penalty: 5086.090820
	Iteration 4F: 3 clusters Score -3332655 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3333936.000000 Penalty: 5086.090820
	Iteration 5F: 3 clusters Score -3333936 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3335531.000000 Penalty: 5086.090820
	Iteration 6F: 3 clusters Score -3335531 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -3337263.750000 Penalty: 5086.090820
	Iteration 7F: 3 clusters Score -3337264 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3338740.000000 Penalty: 5086.090820
	Iteration 8F: 3 clusters Score -3338740 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3339670.750000 Penalty: 5086.090820
	Iteration 9Q: 3 clusters Score -3339671 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3340163.500000 Penalty: 5086.090820
	Iteration 10Q: 3 clusters Score -3340164 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3340379.250000 Penalty: 5086.090820
	Iteration 11Q: 3 clusters Score -3340379 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3340516.000000 Penalty: 5086.090820
	Iteration 12Q: 3 clusters Score -3340516 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3340613.000000 Penalty: 5086.090820
	Iteration 13Q: 3 clusters Score -3340613 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3340668.500000 Penalty: 5086.090820
	Iteration 14Q: 3 clusters Score -3340668 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3340701.500000 Penalty: 5086.090820
	Iteration 15Q: 3 clusters Score -3340702 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3340737.250000 Penalty: 5086.090820
	Iteration 16Q: 3 clusters Score -3340737 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3340753.000000 Penalty: 5086.090820
	Iteration 17Q: 3 clusters Score -3340753 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3340756.750000 Penalty: 5086.090820
	Iteration 18Q: 3 clusters Score -3340757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3340769.750000 Penalty: 5086.090820
	Iteration 19Q: 3 clusters Score -3340770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3340789.750000 Penalty: 5086.090820
	Iteration 20F: 3 clusters Score -3340790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3340798.000000 Penalty: 5086.090820
	Iteration 21Q: 3 clusters Score -3340798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3340806.750000 Penalty: 5086.090820
	Iteration 22Q: 3 clusters Score -3340807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3340815.250000 Penalty: 5086.090820
	Iteration 23Q: 3 clusters Score -3340815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3340823.500000 Penalty: 5086.090820
	Iteration 24Q: 3 clusters Score -3340824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3340831.500000 Penalty: 5086.090820
	Iteration 25Q: 3 clusters Score -3340832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3340832.250000 Penalty: 5086.090820
	Iteration 26Q: 3 clusters Score -3340832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3340841.250000 Penalty: 5086.090820
	Iteration 27Q: 3 clusters Score -3340841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3340847.250000 Penalty: 5086.090820
	Iteration 28Q: 3 clusters Score -3340847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3340844.750000 Penalty: 5086.090820
	Iteration 29Q: 3 clusters Score -3340845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3340855.500000 Penalty: 5086.090820
	Iteration 30Q: 3 clusters Score -3340856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3340863.750000 Penalty: 5086.090820
	Iteration 31Q: 3 clusters Score -3340864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3340868.250000 Penalty: 5086.090820
	Iteration 32Q: 3 clusters Score -3340868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3340876.750000 Penalty: 5086.090820
	Iteration 33Q: 3 clusters Score -3340877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3340872.500000 Penalty: 5086.090820
	Iteration 34Q: 3 clusters Score -3340872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3340874.500000 Penalty: 5086.090820
	Iteration 35Q: 3 clusters Score -3340874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3340877.500000 Penalty: 5086.090820
	Iteration 36Q: 3 clusters Score -3340878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3340882.250000 Penalty: 5086.090820
	Iteration 37Q: 3 clusters Score -3340882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3340881.000000 Penalty: 5086.090820
	Iteration 38Q: 3 clusters Score -3340881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3340875.500000 Penalty: 5086.090820
	Iteration 39Q: 3 clusters Score -3340876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3340876.750000 Penalty: 5086.090820
	Iteration 40F: 3 clusters Score -3340877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3340879.000000 Penalty: 5086.090820
	Iteration 41Q: 3 clusters Score -3340879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3340881.250000 Penalty: 5086.090820
	Iteration 42Q: 3 clusters Score -3340881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3340881.250000 Penalty: 5086.090820
	Iteration 43F: 3 clusters Score -3340881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -60548.015625 Penalty: 1574.586548
	Iteration 0F: 2 clusters Score -60548.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58960.472656 Penalty: 3149.173096
	Iteration 0F: 3 clusters Score -58960.47 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59140.191406 Penalty: 3149.173096
	Iteration 1F: 3 clusters Score -59140.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59198.683594 Penalty: 3149.173096
	Iteration 2F: 3 clusters Score -59198.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59229.996094 Penalty: 3149.173096
	Iteration 3Q: 3 clusters Score -59230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59238.175781 Penalty: 3149.173096
	Iteration 4Q: 3 clusters Score -59238.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59245.148438 Penalty: 3149.173096
	Iteration 5Q: 3 clusters Score -59245.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59256.511719 Penalty: 3149.173096
	Iteration 6Q: 3 clusters Score -59256.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59262.406250 Penalty: 3149.173096
	Iteration 7Q: 3 clusters Score -59262.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59266.851562 Penalty: 3149.173096
	Iteration 8Q: 3 clusters Score -59266.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59271.656250 Penalty: 3149.173096
	Iteration 9Q: 3 clusters Score -59271.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59271.656250 Penalty: 3149.173096
	Iteration 10F: 3 clusters Score -59271.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Entering Unmasked Estep 
Score: -2878431.750000 Penalty: 2506.798828
	Iteration 0F: 2 clusters Score -2878432 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 12185 members 
Entering Unmasked Estep 
Score: -2861453.000000 Penalty: 5013.597656
	Iteration 0F: 3 clusters Score -2861453 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2867244.250000 Penalty: 5013.597656
	Iteration 1F: 3 clusters Score -2867244 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2867634.500000 Penalty: 5013.597656
	Iteration 2Q: 3 clusters Score -2867634 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2868043.500000 Penalty: 5013.597656
	Iteration 3Q: 3 clusters Score -2868044 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2868490.000000 Penalty: 5013.597656
	Iteration 4Q: 3 clusters Score -2868490 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2869130.000000 Penalty: 5013.597656
	Iteration 5Q: 3 clusters Score -2869130 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2870046.250000 Penalty: 5013.597656
	Iteration 6F: 3 clusters Score -2870046 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2871255.750000 Penalty: 5013.597656
	Iteration 7F: 3 clusters Score -2871256 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2872638.500000 Penalty: 5013.597656
	Iteration 8F: 3 clusters Score -2872638 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2873953.000000 Penalty: 5013.597656
	Iteration 9F: 3 clusters Score -2873953 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2875018.250000 Penalty: 5013.597656
	Iteration 10Q: 3 clusters Score -2875018 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2875675.750000 Penalty: 5013.597656
	Iteration 11Q: 3 clusters Score -2875676 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2876075.750000 Penalty: 5013.597656
	Iteration 12Q: 3 clusters Score -2876076 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2876285.750000 Penalty: 5013.597656
	Iteration 13Q: 3 clusters Score -2876286 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2876409.000000 Penalty: 5013.597656
	Iteration 14Q: 3 clusters Score -2876409 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2876500.250000 Penalty: 5013.597656
	Iteration 15Q: 3 clusters Score -2876500 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2876569.500000 Penalty: 5013.597656
	Iteration 16Q: 3 clusters Score -2876570 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2876611.500000 Penalty: 5013.597656
	Iteration 17Q: 3 clusters Score -2876612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2876645.500000 Penalty: 5013.597656
	Iteration 18Q: 3 clusters Score -2876646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2876667.500000 Penalty: 5013.597656
	Iteration 19Q: 3 clusters Score -2876668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2876694.750000 Penalty: 5013.597656
	Iteration 20F: 3 clusters Score -2876695 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2876716.750000 Penalty: 5013.597656
	Iteration 21Q: 3 clusters Score -2876717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2876726.750000 Penalty: 5013.597656
	Iteration 22Q: 3 clusters Score -2876727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2876745.000000 Penalty: 5013.597656
	Iteration 23Q: 3 clusters Score -2876745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2876746.750000 Penalty: 5013.597656
	Iteration 24Q: 3 clusters Score -2876747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2876753.000000 Penalty: 5013.597656
	Iteration 25Q: 3 clusters Score -2876753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2876764.250000 Penalty: 5013.597656
	Iteration 26Q: 3 clusters Score -2876764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2876764.750000 Penalty: 5013.597656
	Iteration 27Q: 3 clusters Score -2876765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2876777.500000 Penalty: 5013.597656
	Iteration 28Q: 3 clusters Score -2876778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2876784.750000 Penalty: 5013.597656
	Iteration 29Q: 3 clusters Score -2876785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2876797.500000 Penalty: 5013.597656
	Iteration 30Q: 3 clusters Score -2876798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2876801.250000 Penalty: 5013.597656
	Iteration 31Q: 3 clusters Score -2876801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2876813.500000 Penalty: 5013.597656
	Iteration 32Q: 3 clusters Score -2876814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2876820.000000 Penalty: 5013.597656
	Iteration 33Q: 3 clusters Score -2876820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2876832.500000 Penalty: 5013.597656
	Iteration 34Q: 3 clusters Score -2876832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2876846.000000 Penalty: 5013.597656
	Iteration 35Q: 3 clusters Score -2876846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2876848.750000 Penalty: 5013.597656
	Iteration 36Q: 3 clusters Score -2876849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2876856.250000 Penalty: 5013.597656
	Iteration 37Q: 3 clusters Score -2876856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2876866.250000 Penalty: 5013.597656
	Iteration 38Q: 3 clusters Score -2876866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2876868.000000 Penalty: 5013.597656
	Iteration 39Q: 3 clusters Score -2876868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2876870.500000 Penalty: 5013.597656
	Iteration 40F: 3 clusters Score -2876870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2876870.000000 Penalty: 5013.597656
	Iteration 41Q: 3 clusters Score -2876870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2876871.750000 Penalty: 5013.597656
	Iteration 42Q: 3 clusters Score -2876872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2876874.750000 Penalty: 5013.597656
	Iteration 43Q: 3 clusters Score -2876875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2876873.750000 Penalty: 5013.597656
	Iteration 44Q: 3 clusters Score -2876874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2876871.500000 Penalty: 5013.597656
	Iteration 45Q: 3 clusters Score -2876872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2876874.000000 Penalty: 5013.597656
	Iteration 46Q: 3 clusters Score -2876874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2876874.750000 Penalty: 5013.597656
	Iteration 47Q: 3 clusters Score -2876875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2876874.750000 Penalty: 5013.597656
	Iteration 48F: 3 clusters Score -2876875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Entering Unmasked Estep 
Score: -3353850.750000 Penalty: 2547.493164
	Iteration 0F: 2 clusters Score -3353851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3333956.750000 Penalty: 5094.986328
	Iteration 0F: 3 clusters Score -3333957 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3341002.750000 Penalty: 5094.986328
	Iteration 1F: 3 clusters Score -3341003 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3341440.250000 Penalty: 5094.986328
	Iteration 2Q: 3 clusters Score -3341440 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3341906.000000 Penalty: 5094.986328
	Iteration 3Q: 3 clusters Score -3341906 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3342469.500000 Penalty: 5094.986328
	Iteration 4Q: 3 clusters Score -3342470 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3343312.750000 Penalty: 5094.986328
	Iteration 5F: 3 clusters Score -3343313 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3344485.500000 Penalty: 5094.986328
	Iteration 6F: 3 clusters Score -3344486 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3346157.250000 Penalty: 5094.986328
	Iteration 7F: 3 clusters Score -3346157 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -3348041.000000 Penalty: 5094.986328
	Iteration 8F: 3 clusters Score -3348041 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3349857.250000 Penalty: 5094.986328
	Iteration 9F: 3 clusters Score -3349857 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3351072.250000 Penalty: 5094.986328
	Iteration 10Q: 3 clusters Score -3351072 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3351790.000000 Penalty: 5094.986328
	Iteration 11Q: 3 clusters Score -3351790 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3352186.750000 Penalty: 5094.986328
	Iteration 12Q: 3 clusters Score -3352187 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3352406.000000 Penalty: 5094.986328
	Iteration 13Q: 3 clusters Score -3352406 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3352540.000000 Penalty: 5094.986328
	Iteration 14Q: 3 clusters Score -3352540 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3352646.750000 Penalty: 5094.986328
	Iteration 15Q: 3 clusters Score -3352647 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3352734.000000 Penalty: 5094.986328
	Iteration 16Q: 3 clusters Score -3352734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3352767.250000 Penalty: 5094.986328
	Iteration 17Q: 3 clusters Score -3352767 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3352784.500000 Penalty: 5094.986328
	Iteration 18Q: 3 clusters Score -3352784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3352798.500000 Penalty: 5094.986328
	Iteration 19Q: 3 clusters Score -3352798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3352808.000000 Penalty: 5094.986328
	Iteration 20F: 3 clusters Score -3352808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3352814.500000 Penalty: 5094.986328
	Iteration 21Q: 3 clusters Score -3352814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3352818.500000 Penalty: 5094.986328
	Iteration 22Q: 3 clusters Score -3352818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3352815.000000 Penalty: 5094.986328
	Iteration 23Q: 3 clusters Score -3352815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3352814.500000 Penalty: 5094.986328
	Iteration 24Q: 3 clusters Score -3352814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3352814.500000 Penalty: 5094.986328
	Iteration 25F: 3 clusters Score -3352814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Entering Unmasked Estep 
Score: -704960.312500 Penalty: 2161.294189
	Iteration 0F: 2 clusters Score -704960.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -699757.312500 Penalty: 4322.588379
	Iteration 0F: 3 clusters Score -699757.3 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -701017.875000 Penalty: 4322.588379
	Iteration 1F: 3 clusters Score -701017.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -701245.812500 Penalty: 4322.588379
	Iteration 2F: 3 clusters Score -701245.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -701368.750000 Penalty: 4322.588379
	Iteration 3Q: 3 clusters Score -701368.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -701446.000000 Penalty: 4322.588379
	Iteration 4Q: 3 clusters Score -701446 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -701507.500000 Penalty: 4322.588379
	Iteration 5Q: 3 clusters Score -701507.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -701560.875000 Penalty: 4322.588379
	Iteration 6Q: 3 clusters Score -701560.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -701602.250000 Penalty: 4322.588379
	Iteration 7Q: 3 clusters Score -701602.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -701632.562500 Penalty: 4322.588379
	Iteration 8Q: 3 clusters Score -701632.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -701662.312500 Penalty: 4322.588379
	Iteration 9Q: 3 clusters Score -701662.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -701695.937500 Penalty: 4322.588379
	Iteration 10Q: 3 clusters Score -701695.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -701731.000000 Penalty: 4322.588379
	Iteration 11Q: 3 clusters Score -701731 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -701769.187500 Penalty: 4322.588379
	Iteration 12Q: 3 clusters Score -701769.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -701809.812500 Penalty: 4322.588379
	Iteration 13Q: 3 clusters Score -701809.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -701847.625000 Penalty: 4322.588379
	Iteration 14Q: 3 clusters Score -701847.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -701895.500000 Penalty: 4322.588379
	Iteration 15Q: 3 clusters Score -701895.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -701953.875000 Penalty: 4322.588379
	Iteration 16Q: 3 clusters Score -701953.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -702011.062500 Penalty: 4322.588379
	Iteration 17Q: 3 clusters Score -702011.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -702067.187500 Penalty: 4322.588379
	Iteration 18Q: 3 clusters Score -702067.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -702135.062500 Penalty: 4322.588379
	Iteration 19Q: 3 clusters Score -702135.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -702206.125000 Penalty: 4322.588379
	Iteration 20F: 3 clusters Score -702206.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -702280.250000 Penalty: 4322.588379
	Iteration 21Q: 3 clusters Score -702280.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -702366.625000 Penalty: 4322.588379
	Iteration 22Q: 3 clusters Score -702366.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -702442.500000 Penalty: 4322.588379
	Iteration 23Q: 3 clusters Score -702442.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -702523.875000 Penalty: 4322.588379
	Iteration 24Q: 3 clusters Score -702523.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -702606.437500 Penalty: 4322.588379
	Iteration 25Q: 3 clusters Score -702606.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -702688.250000 Penalty: 4322.588379
	Iteration 26Q: 3 clusters Score -702688.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -702757.625000 Penalty: 4322.588379
	Iteration 27Q: 3 clusters Score -702757.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -702811.062500 Penalty: 4322.588379
	Iteration 28Q: 3 clusters Score -702811.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -702858.187500 Penalty: 4322.588379
	Iteration 29Q: 3 clusters Score -702858.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -702901.812500 Penalty: 4322.588379
	Iteration 30Q: 3 clusters Score -702901.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -702941.375000 Penalty: 4322.588379
	Iteration 31Q: 3 clusters Score -702941.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -702967.625000 Penalty: 4322.588379
	Iteration 32Q: 3 clusters Score -702967.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -702985.000000 Penalty: 4322.588379
	Iteration 33Q: 3 clusters Score -702985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -703004.125000 Penalty: 4322.588379
	Iteration 34Q: 3 clusters Score -703004.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -703020.062500 Penalty: 4322.588379
	Iteration 35Q: 3 clusters Score -703020.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -703033.250000 Penalty: 4322.588379
	Iteration 36Q: 3 clusters Score -703033.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -703049.500000 Penalty: 4322.588379
	Iteration 37Q: 3 clusters Score -703049.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -703060.750000 Penalty: 4322.588379
	Iteration 38Q: 3 clusters Score -703060.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -703073.687500 Penalty: 4322.588379
	Iteration 39Q: 3 clusters Score -703073.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -703084.562500 Penalty: 4322.588379
	Iteration 40F: 3 clusters Score -703084.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -703088.500000 Penalty: 4322.588379
	Iteration 41Q: 3 clusters Score -703088.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -703091.500000 Penalty: 4322.588379
	Iteration 42Q: 3 clusters Score -703091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -703092.562500 Penalty: 4322.588379
	Iteration 43Q: 3 clusters Score -703092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -703095.000000 Penalty: 4322.588379
	Iteration 44Q: 3 clusters Score -703095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -703097.250000 Penalty: 4322.588379
	Iteration 45Q: 3 clusters Score -703097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -703101.750000 Penalty: 4322.588379
	Iteration 46Q: 3 clusters Score -703101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -703103.437500 Penalty: 4322.588379
	Iteration 47Q: 3 clusters Score -703103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -703103.437500 Penalty: 4322.588379
	Iteration 48F: 3 clusters Score -703103.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Entering Unmasked Estep 
Score: -3287428.250000 Penalty: 2539.554199
	Iteration 0F: 2 clusters Score -3287428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3268207.250000 Penalty: 5079.108398
	Iteration 0F: 3 clusters Score -3268207 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3274995.000000 Penalty: 5079.108398
	Iteration 1F: 3 clusters Score -3274995 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3275651.000000 Penalty: 5079.108398
	Iteration 2F: 3 clusters Score -3275651 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3276335.000000 Penalty: 5079.108398
	Iteration 3Q: 3 clusters Score -3276335 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3277161.250000 Penalty: 5079.108398
	Iteration 4Q: 3 clusters Score -3277161 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3277923.500000 Penalty: 5079.108398
	Iteration 5Q: 3 clusters Score -3277924 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3278604.500000 Penalty: 5079.108398
	Iteration 6Q: 3 clusters Score -3278604 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3279291.750000 Penalty: 5079.108398
	Iteration 7Q: 3 clusters Score -3279292 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -3280045.000000 Penalty: 5079.108398
	Iteration 8F: 3 clusters Score -3280045 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3280907.250000 Penalty: 5079.108398
	Iteration 9F: 3 clusters Score -3280907 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3281798.500000 Penalty: 5079.108398
	Iteration 10F: 3 clusters Score -3281798 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3282638.500000 Penalty: 5079.108398
	Iteration 11Q: 3 clusters Score -3282638 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3283288.250000 Penalty: 5079.108398
	Iteration 12Q: 3 clusters Score -3283288 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3283736.500000 Penalty: 5079.108398
	Iteration 13Q: 3 clusters Score -3283736 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3284030.500000 Penalty: 5079.108398
	Iteration 14Q: 3 clusters Score -3284030 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3284224.000000 Penalty: 5079.108398
	Iteration 15Q: 3 clusters Score -3284224 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -3284369.000000 Penalty: 5079.108398
	Iteration 16Q: 3 clusters Score -3284369 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3284496.750000 Penalty: 5079.108398
	Iteration 17Q: 3 clusters Score -3284497 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3284614.500000 Penalty: 5079.108398
	Iteration 18Q: 3 clusters Score -3284614 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -3284711.750000 Penalty: 5079.108398
	Iteration 19Q: 3 clusters Score -3284712 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3284815.750000 Penalty: 5079.108398
	Iteration 20F: 3 clusters Score -3284816 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3284909.750000 Penalty: 5079.108398
	Iteration 21Q: 3 clusters Score -3284910 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3285018.750000 Penalty: 5079.108398
	Iteration 22Q: 3 clusters Score -3285019 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3285108.500000 Penalty: 5079.108398
	Iteration 23Q: 3 clusters Score -3285108 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -3285205.750000 Penalty: 5079.108398
	Iteration 24Q: 3 clusters Score -3285206 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3285286.000000 Penalty: 5079.108398
	Iteration 25Q: 3 clusters Score -3285286 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -3285351.000000 Penalty: 5079.108398
	Iteration 26Q: 3 clusters Score -3285351 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3285430.250000 Penalty: 5079.108398
	Iteration 27Q: 3 clusters Score -3285430 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3285491.500000 Penalty: 5079.108398
	Iteration 28Q: 3 clusters Score -3285492 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3285540.500000 Penalty: 5079.108398
	Iteration 29Q: 3 clusters Score -3285540 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3285612.250000 Penalty: 5079.108398
	Iteration 30Q: 3 clusters Score -3285612 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3285707.500000 Penalty: 5079.108398
	Iteration 31Q: 3 clusters Score -3285708 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3285755.750000 Penalty: 5079.108398
	Iteration 32Q: 3 clusters Score -3285756 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3285813.500000 Penalty: 5079.108398
	Iteration 33Q: 3 clusters Score -3285814 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3285881.750000 Penalty: 5079.108398
	Iteration 34Q: 3 clusters Score -3285882 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3285914.250000 Penalty: 5079.108398
	Iteration 35Q: 3 clusters Score -3285914 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3285933.750000 Penalty: 5079.108398
	Iteration 36Q: 3 clusters Score -3285934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3285979.500000 Penalty: 5079.108398
	Iteration 37Q: 3 clusters Score -3285980 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3286017.750000 Penalty: 5079.108398
	Iteration 38Q: 3 clusters Score -3286018 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3286055.000000 Penalty: 5079.108398
	Iteration 39Q: 3 clusters Score -3286055 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3286087.500000 Penalty: 5079.108398
	Iteration 40F: 3 clusters Score -3286088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3286118.250000 Penalty: 5079.108398
	Iteration 41Q: 3 clusters Score -3286118 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3286138.250000 Penalty: 5079.108398
	Iteration 42Q: 3 clusters Score -3286138 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3286152.000000 Penalty: 5079.108398
	Iteration 43Q: 3 clusters Score -3286152 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3286193.750000 Penalty: 5079.108398
	Iteration 44Q: 3 clusters Score -3286194 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3286208.750000 Penalty: 5079.108398
	Iteration 45Q: 3 clusters Score -3286209 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3286220.750000 Penalty: 5079.108398
	Iteration 46Q: 3 clusters Score -3286221 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3286242.000000 Penalty: 5079.108398
	Iteration 47Q: 3 clusters Score -3286242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3286266.500000 Penalty: 5079.108398
	Iteration 48Q: 3 clusters Score -3286266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3286282.000000 Penalty: 5079.108398
	Iteration 49Q: 3 clusters Score -3286282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -3286295.250000 Penalty: 5079.108398
	Iteration 50Q: 3 clusters Score -3286295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3286310.000000 Penalty: 5079.108398
	Iteration 51Q: 3 clusters Score -3286310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3286318.750000 Penalty: 5079.108398
	Iteration 52Q: 3 clusters Score -3286319 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3286334.250000 Penalty: 5079.108398
	Iteration 53Q: 3 clusters Score -3286334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3286335.750000 Penalty: 5079.108398
	Iteration 54Q: 3 clusters Score -3286336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3286333.500000 Penalty: 5079.108398
	Iteration 55Q: 3 clusters Score -3286334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3286339.000000 Penalty: 5079.108398
	Iteration 56Q: 3 clusters Score -3286339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3286343.750000 Penalty: 5079.108398
	Iteration 57Q: 3 clusters Score -3286344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3286338.250000 Penalty: 5079.108398
	Iteration 58Q: 3 clusters Score -3286338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3286346.000000 Penalty: 5079.108398
	Iteration 59Q: 3 clusters Score -3286346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3286356.500000 Penalty: 5079.108398
	Iteration 60F: 3 clusters Score -3286356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3286351.750000 Penalty: 5079.108398
	Iteration 61Q: 3 clusters Score -3286352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3286344.250000 Penalty: 5079.108398
	Iteration 62Q: 3 clusters Score -3286344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3286344.250000 Penalty: 5079.108398
	Iteration 63Q: 3 clusters Score -3286344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3286347.000000 Penalty: 5079.108398
	Iteration 64Q: 3 clusters Score -3286347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3286346.750000 Penalty: 5079.108398
	Iteration 65Q: 3 clusters Score -3286347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3286349.250000 Penalty: 5079.108398
	Iteration 66Q: 3 clusters Score -3286349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3286354.500000 Penalty: 5079.108398
	Iteration 67Q: 3 clusters Score -3286354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3286352.500000 Penalty: 5079.108398
	Iteration 68Q: 3 clusters Score -3286352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3286352.750000 Penalty: 5079.108398
	Iteration 69Q: 3 clusters Score -3286353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3286352.250000 Penalty: 5079.108398
	Iteration 70Q: 3 clusters Score -3286352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3286354.000000 Penalty: 5079.108398
	Iteration 71Q: 3 clusters Score -3286354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3286360.750000 Penalty: 5079.108398
	Iteration 72Q: 3 clusters Score -3286361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3286360.500000 Penalty: 5079.108398
	Iteration 73Q: 3 clusters Score -3286360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3286362.000000 Penalty: 5079.108398
	Iteration 74Q: 3 clusters Score -3286362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3286362.750000 Penalty: 5079.108398
	Iteration 75Q: 3 clusters Score -3286363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3286367.000000 Penalty: 5079.108398
	Iteration 76Q: 3 clusters Score -3286367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3286364.000000 Penalty: 5079.108398
	Iteration 77Q: 3 clusters Score -3286364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3286358.250000 Penalty: 5079.108398
	Iteration 78Q: 3 clusters Score -3286358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3286360.250000 Penalty: 5079.108398
	Iteration 79Q: 3 clusters Score -3286360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3286361.000000 Penalty: 5079.108398
	Iteration 80F: 3 clusters Score -3286361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3286362.250000 Penalty: 5079.108398
	Iteration 81Q: 3 clusters Score -3286362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3286365.500000 Penalty: 5079.108398
	Iteration 82Q: 3 clusters Score -3286366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3286373.500000 Penalty: 5079.108398
	Iteration 83Q: 3 clusters Score -3286374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3286370.250000 Penalty: 5079.108398
	Iteration 84Q: 3 clusters Score -3286370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3286370.250000 Penalty: 5079.108398
	Iteration 85Q: 3 clusters Score -3286370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3286373.250000 Penalty: 5079.108398
	Iteration 86Q: 3 clusters Score -3286373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3286374.750000 Penalty: 5079.108398
	Iteration 87Q: 3 clusters Score -3286375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3286372.000000 Penalty: 5079.108398
	Iteration 88Q: 3 clusters Score -3286372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3286368.250000 Penalty: 5079.108398
	Iteration 89Q: 3 clusters Score -3286368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3286366.250000 Penalty: 5079.108398
	Iteration 90Q: 3 clusters Score -3286366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3286369.250000 Penalty: 5079.108398
	Iteration 91Q: 3 clusters Score -3286369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3286369.250000 Penalty: 5079.108398
	Iteration 92Q: 3 clusters Score -3286369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3286371.750000 Penalty: 5079.108398
	Iteration 93Q: 3 clusters Score -3286372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3286379.500000 Penalty: 5079.108398
	Iteration 94Q: 3 clusters Score -3286380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3286379.750000 Penalty: 5079.108398
	Iteration 95Q: 3 clusters Score -3286380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3286381.500000 Penalty: 5079.108398
	Iteration 96Q: 3 clusters Score -3286382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3286383.250000 Penalty: 5079.108398
	Iteration 97Q: 3 clusters Score -3286383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3286380.250000 Penalty: 5079.108398
	Iteration 98Q: 3 clusters Score -3286380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3286386.000000 Penalty: 5079.108398
	Iteration 99Q: 3 clusters Score -3286386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3286386.000000 Penalty: 5079.108398
	Iteration 100F: 3 clusters Score -3286386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14076 members 
Mstep: Class 5 contains 191563 members 
Mstep: Class 7 contains 266058 members 
Mstep: Class 11 contains 15054 members 
Mstep: Class 13 contains 9622 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37917 members 
Mstep: Class 17 contains 28402 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24540 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 6093 members 
Mstep: Class 22 contains 28005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639456.000000 Penalty: 43162.746094
Iteration 119Q: 14 clusters Score -7.463946e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14080 members 
Mstep: Class 5 contains 191581 members 
Mstep: Class 7 contains 266053 members 
Mstep: Class 11 contains 15076 members 
Mstep: Class 13 contains 9622 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37917 members 
Mstep: Class 17 contains 28359 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24544 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6086 members 
Mstep: Class 22 contains 28011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639448.000000 Penalty: 43162.746094
Iteration 120F: 14 clusters Score -7.463945e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14085 members 
Mstep: Class 5 contains 191597 members 
Mstep: Class 7 contains 266047 members 
Mstep: Class 11 contains 15099 members 
Mstep: Class 13 contains 9626 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37913 members 
Mstep: Class 17 contains 28319 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24546 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 28018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639440.000000 Penalty: 43162.746094
Iteration 121Q: 14 clusters Score -7.463944e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14093 members 
Mstep: Class 5 contains 191606 members 
Mstep: Class 7 contains 266030 members 
Mstep: Class 11 contains 15117 members 
Mstep: Class 13 contains 9628 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37910 members 
Mstep: Class 17 contains 28294 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24547 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 28026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639456.000000 Penalty: 43162.746094
Iteration 122Q: 14 clusters Score -7.463946e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14101 members 
Mstep: Class 5 contains 191617 members 
Mstep: Class 7 contains 266018 members 
Mstep: Class 11 contains 15147 members 
Mstep: Class 13 contains 9628 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37905 members 
Mstep: Class 17 contains 28276 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24549 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 28021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639416.000000 Penalty: 43162.746094
Iteration 123Q: 14 clusters Score -7.463942e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14103 members 
Mstep: Class 5 contains 191628 members 
Mstep: Class 7 contains 266005 members 
Mstep: Class 11 contains 15172 members 
Mstep: Class 13 contains 9629 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37898 members 
Mstep: Class 17 contains 28267 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24549 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 6050 members 
Mstep: Class 22 contains 28026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639448.000000 Penalty: 43162.746094
Iteration 124Q: 14 clusters Score -7.463945e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14105 members 
Mstep: Class 5 contains 191629 members 
Mstep: Class 7 contains 266005 members 
Mstep: Class 11 contains 15198 members 
Mstep: Class 13 contains 9630 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37890 members 
Mstep: Class 17 contains 28255 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24550 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 6041 members 
Mstep: Class 22 contains 28024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639416.000000 Penalty: 43162.746094
Iteration 125Q: 14 clusters Score -7.463942e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14109 members 
Mstep: Class 5 contains 191636 members 
Mstep: Class 7 contains 265997 members 
Mstep: Class 11 contains 15218 members 
Mstep: Class 13 contains 9628 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37886 members 
Mstep: Class 17 contains 28246 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24552 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 6037 members 
Mstep: Class 22 contains 28018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639496.000000 Penalty: 43162.746094
Iteration 126Q: 14 clusters Score -7.46395e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 5 contains 191642 members 
Mstep: Class 7 contains 265978 members 
Mstep: Class 11 contains 15236 members 
Mstep: Class 13 contains 9628 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 37882 members 
Mstep: Class 17 contains 28241 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24555 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 6037 members 
Mstep: Class 22 contains 28012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639472.000000 Penalty: 43162.746094
Iteration 127Q: 14 clusters Score -7.463947e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14121 members 
Mstep: Class 5 contains 191649 members 
Mstep: Class 7 contains 265967 members 
Mstep: Class 11 contains 15247 members 
Mstep: Class 13 contains 9628 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37879 members 
Mstep: Class 17 contains 28236 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24557 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 6036 members 
Mstep: Class 22 contains 28006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639448.000000 Penalty: 43162.746094
Iteration 128Q: 14 clusters Score -7.463945e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14126 members 
Mstep: Class 5 contains 191647 members 
Mstep: Class 7 contains 265948 members 
Mstep: Class 11 contains 15273 members 
Mstep: Class 13 contains 9628 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37878 members 
Mstep: Class 17 contains 28226 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24562 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6035 members 
Mstep: Class 22 contains 28005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639512.000000 Penalty: 43162.746094
Iteration 129Q: 14 clusters Score -7.463951e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 5 contains 191651 members 
Mstep: Class 7 contains 265937 members 
Mstep: Class 11 contains 15291 members 
Mstep: Class 13 contains 9629 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37875 members 
Mstep: Class 17 contains 28219 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24567 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6033 members 
Mstep: Class 22 contains 27995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639480.000000 Penalty: 43162.746094
Iteration 130Q: 14 clusters Score -7.463948e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14136 members 
Mstep: Class 5 contains 191640 members 
Mstep: Class 7 contains 265936 members 
Mstep: Class 11 contains 15308 members 
Mstep: Class 13 contains 9629 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37870 members 
Mstep: Class 17 contains 28214 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24573 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6028 members 
Mstep: Class 22 contains 27994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639544.000000 Penalty: 43162.746094
Iteration 131Q: 14 clusters Score -7.463954e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14138 members 
Mstep: Class 5 contains 191636 members 
Mstep: Class 7 contains 265940 members 
Mstep: Class 11 contains 15319 members 
Mstep: Class 13 contains 9630 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37864 members 
Mstep: Class 17 contains 28214 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24570 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6023 members 
Mstep: Class 22 contains 27994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639504.000000 Penalty: 43162.746094
Iteration 132Q: 14 clusters Score -7.46395e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 5 contains 191632 members 
Mstep: Class 7 contains 265926 members 
Mstep: Class 11 contains 15326 members 
Mstep: Class 13 contains 9632 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37863 members 
Mstep: Class 17 contains 28213 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24574 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 6020 members 
Mstep: Class 22 contains 27993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639488.000000 Penalty: 43162.746094
Iteration 133Q: 14 clusters Score -7.463949e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14160 members 
Mstep: Class 5 contains 191637 members 
Mstep: Class 7 contains 265906 members 
Mstep: Class 11 contains 15335 members 
Mstep: Class 13 contains 9635 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37859 members 
Mstep: Class 17 contains 28209 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24576 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 27995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639408.000000 Penalty: 43162.746094
Iteration 134Q: 14 clusters Score -7.463941e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14169 members 
Mstep: Class 5 contains 191634 members 
Mstep: Class 7 contains 265890 members 
Mstep: Class 11 contains 15348 members 
Mstep: Class 13 contains 9636 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37858 members 
Mstep: Class 17 contains 28207 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24577 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 27997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639304.000000 Penalty: 43162.746094
Iteration 135Q: 14 clusters Score -7.46393e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14178 members 
Mstep: Class 5 contains 191628 members 
Mstep: Class 7 contains 265883 members 
Mstep: Class 11 contains 15360 members 
Mstep: Class 13 contains 9636 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37857 members 
Mstep: Class 17 contains 28205 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24578 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 6008 members 
Mstep: Class 22 contains 27993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639368.000000 Penalty: 43162.746094
Iteration 136Q: 14 clusters Score -7.463937e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14186 members 
Mstep: Class 5 contains 191628 members 
Mstep: Class 7 contains 265865 members 
Mstep: Class 11 contains 15373 members 
Mstep: Class 13 contains 9637 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37858 members 
Mstep: Class 17 contains 28203 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24582 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 6005 members 
Mstep: Class 22 contains 27990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639424.000000 Penalty: 43162.746094
Iteration 137Q: 14 clusters Score -7.463942e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14194 members 
Mstep: Class 5 contains 191625 members 
Mstep: Class 7 contains 265851 members 
Mstep: Class 11 contains 15381 members 
Mstep: Class 13 contains 9638 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37858 members 
Mstep: Class 17 contains 28202 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24585 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 6001 members 
Mstep: Class 22 contains 27992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639464.000000 Penalty: 43162.746094
Iteration 138Q: 14 clusters Score -7.463946e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14201 members 
Mstep: Class 5 contains 191623 members 
Mstep: Class 7 contains 265840 members 
Mstep: Class 11 contains 15393 members 
Mstep: Class 13 contains 9638 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37857 members 
Mstep: Class 17 contains 28195 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24589 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 27991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639456.000000 Penalty: 43162.746094
Iteration 139Q: 14 clusters Score -7.463946e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14210 members 
Mstep: Class 5 contains 191621 members 
Mstep: Class 7 contains 265831 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 13 contains 9639 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37859 members 
Mstep: Class 17 contains 28192 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24591 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 27993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639536.000000 Penalty: 43162.746094
Iteration 140F: 14 clusters Score -7.463954e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14212 members 
Mstep: Class 5 contains 191616 members 
Mstep: Class 7 contains 265832 members 
Mstep: Class 11 contains 15399 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37861 members 
Mstep: Class 17 contains 28187 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24593 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 5995 members 
Mstep: Class 22 contains 27991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639496.000000 Penalty: 43162.746094
Iteration 141Q: 14 clusters Score -7.46395e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14218 members 
Mstep: Class 5 contains 191624 members 
Mstep: Class 7 contains 265820 members 
Mstep: Class 11 contains 15403 members 
Mstep: Class 13 contains 9642 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37862 members 
Mstep: Class 17 contains 28180 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24595 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 5993 members 
Mstep: Class 22 contains 27989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639520.000000 Penalty: 43162.746094
Iteration 142Q: 14 clusters Score -7.463952e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14222 members 
Mstep: Class 5 contains 191631 members 
Mstep: Class 7 contains 265809 members 
Mstep: Class 11 contains 15410 members 
Mstep: Class 13 contains 9643 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37857 members 
Mstep: Class 17 contains 28176 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24597 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 5992 members 
Mstep: Class 22 contains 27989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639528.000000 Penalty: 43162.746094
Iteration 143Q: 14 clusters Score -7.463953e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14226 members 
Mstep: Class 5 contains 191643 members 
Mstep: Class 7 contains 265797 members 
Mstep: Class 11 contains 15414 members 
Mstep: Class 13 contains 9644 members 
Mstep: Class 15 contains 1267 members 
Mstep: Class 16 contains 37855 members 
Mstep: Class 17 contains 28170 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24598 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 27986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639512.000000 Penalty: 43162.746094
Iteration 144Q: 14 clusters Score -7.463951e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14229 members 
Mstep: Class 5 contains 191651 members 
Mstep: Class 7 contains 265789 members 
Mstep: Class 11 contains 15418 members 
Mstep: Class 13 contains 9646 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 37852 members 
Mstep: Class 17 contains 28162 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24599 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 27986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639512.000000 Penalty: 43162.746094
Iteration 145Q: 14 clusters Score -7.463951e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 5 contains 191661 members 
Mstep: Class 7 contains 265778 members 
Mstep: Class 11 contains 15425 members 
Mstep: Class 13 contains 9648 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 37849 members 
Mstep: Class 17 contains 28157 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24601 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 27982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639552.000000 Penalty: 43162.746094
Iteration 146Q: 14 clusters Score -7.463955e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14233 members 
Mstep: Class 5 contains 191669 members 
Mstep: Class 7 contains 265771 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 13 contains 9649 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 37847 members 
Mstep: Class 17 contains 28155 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24603 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 27974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639576.000000 Penalty: 43162.746094
Iteration 147Q: 14 clusters Score -7.463958e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14234 members 
Mstep: Class 5 contains 191675 members 
Mstep: Class 7 contains 265767 members 
Mstep: Class 11 contains 15434 members 
Mstep: Class 13 contains 9650 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 37846 members 
Mstep: Class 17 contains 28151 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24607 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 27969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639552.000000 Penalty: 43162.746094
Iteration 148Q: 14 clusters Score -7.463955e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14235 members 
Mstep: Class 5 contains 191682 members 
Mstep: Class 7 contains 265758 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 13 contains 9652 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 37846 members 
Mstep: Class 17 contains 28149 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24611 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 27963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639568.000000 Penalty: 43162.746094
Iteration 149Q: 14 clusters Score -7.463957e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14235 members 
Mstep: Class 5 contains 191687 members 
Mstep: Class 7 contains 265752 members 
Mstep: Class 11 contains 15439 members 
Mstep: Class 13 contains 9652 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28150 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24617 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 27958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639584.000000 Penalty: 43162.746094
Iteration 150Q: 14 clusters Score -7.463958e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14236 members 
Mstep: Class 5 contains 191689 members 
Mstep: Class 7 contains 265747 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 13 contains 9655 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 37844 members 
Mstep: Class 17 contains 28148 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24624 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5993 members 
Mstep: Class 22 contains 27951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639576.000000 Penalty: 43162.746094
Iteration 151Q: 14 clusters Score -7.463958e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14239 members 
Mstep: Class 5 contains 191694 members 
Mstep: Class 7 contains 265746 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 13 contains 9658 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28146 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24630 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5991 members 
Mstep: Class 22 contains 27941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639584.000000 Penalty: 43162.746094
Iteration 152Q: 14 clusters Score -7.463958e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14242 members 
Mstep: Class 5 contains 191698 members 
Mstep: Class 7 contains 265742 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 13 contains 9658 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28146 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24642 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5990 members 
Mstep: Class 22 contains 27927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639592.000000 Penalty: 43162.746094
Iteration 153Q: 14 clusters Score -7.463959e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 5 contains 191701 members 
Mstep: Class 7 contains 265743 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 13 contains 9658 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28144 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24658 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5990 members 
Mstep: Class 22 contains 27908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639552.000000 Penalty: 43162.746094
Iteration 154Q: 14 clusters Score -7.463955e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14244 members 
Mstep: Class 5 contains 191699 members 
Mstep: Class 7 contains 265743 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 13 contains 9658 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28143 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24670 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5990 members 
Mstep: Class 22 contains 27897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639544.000000 Penalty: 43162.746094
Iteration 155Q: 14 clusters Score -7.463954e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14249 members 
Mstep: Class 5 contains 191701 members 
Mstep: Class 7 contains 265742 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 13 contains 9658 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28142 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24679 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5990 members 
Mstep: Class 22 contains 27883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639600.000000 Penalty: 43162.746094
Iteration 156Q: 14 clusters Score -7.46396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14252 members 
Mstep: Class 5 contains 191700 members 
Mstep: Class 7 contains 265741 members 
Mstep: Class 11 contains 15441 members 
Mstep: Class 13 contains 9658 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28139 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24686 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5989 members 
Mstep: Class 22 contains 27876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639584.000000 Penalty: 43162.746094
Iteration 157Q: 14 clusters Score -7.463958e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14253 members 
Mstep: Class 5 contains 191701 members 
Mstep: Class 7 contains 265744 members 
Mstep: Class 11 contains 15443 members 
Mstep: Class 13 contains 9658 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28137 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24692 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5987 members 
Mstep: Class 22 contains 27867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639584.000000 Penalty: 43162.746094
Iteration 158Q: 14 clusters Score -7.463958e+07 nChanged 36
Entering ConstructFrom: 
Score: -74639584.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 3 (14254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Entering Unmasked Estep 
Score: -1684645.625000 Penalty: 2372.068604
	Iteration 0F: 2 clusters Score -1684646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1674306.500000 Penalty: 4744.137207
	Iteration 0F: 3 clusters Score -1674306 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1677448.125000 Penalty: 4744.137207
	Iteration 1F: 3 clusters Score -1677448 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1677739.125000 Penalty: 4744.137207
	Iteration 2F: 3 clusters Score -1677739 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1677989.625000 Penalty: 4744.137207
	Iteration 3Q: 3 clusters Score -1677990 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1678202.875000 Penalty: 4744.137207
	Iteration 4Q: 3 clusters Score -1678203 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1678416.625000 Penalty: 4744.137207
	Iteration 5Q: 3 clusters Score -1678417 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1678651.125000 Penalty: 4744.137207
	Iteration 6Q: 3 clusters Score -1678651 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1678910.125000 Penalty: 4744.137207
	Iteration 7Q: 3 clusters Score -1678910 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1679213.375000 Penalty: 4744.137207
	Iteration 8Q: 3 clusters Score -1679213 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1679606.000000 Penalty: 4744.137207
	Iteration 9Q: 3 clusters Score -1679606 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1680035.750000 Penalty: 4744.137207
	Iteration 10Q: 3 clusters Score -1680036 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1680508.250000 Penalty: 4744.137207
	Iteration 11Q: 3 clusters Score -1680508 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1680966.875000 Penalty: 4744.137207
	Iteration 12Q: 3 clusters Score -1680967 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1681384.375000 Penalty: 4744.137207
	Iteration 13Q: 3 clusters Score -1681384 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1681716.000000 Penalty: 4744.137207
	Iteration 14Q: 3 clusters Score -1681716 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1681966.625000 Penalty: 4744.137207
	Iteration 15Q: 3 clusters Score -1681967 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1682143.000000 Penalty: 4744.137207
	Iteration 16Q: 3 clusters Score -1682143 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1682286.125000 Penalty: 4744.137207
	Iteration 17Q: 3 clusters Score -1682286 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1682398.000000 Penalty: 4744.137207
	Iteration 18Q: 3 clusters Score -1682398 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1682463.500000 Penalty: 4744.137207
	Iteration 19Q: 3 clusters Score -1682464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1682516.375000 Penalty: 4744.137207
	Iteration 20F: 3 clusters Score -1682516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1682558.875000 Penalty: 4744.137207
	Iteration 21Q: 3 clusters Score -1682559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1682583.375000 Penalty: 4744.137207
	Iteration 22Q: 3 clusters Score -1682583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1682599.250000 Penalty: 4744.137207
	Iteration 23Q: 3 clusters Score -1682599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1682608.875000 Penalty: 4744.137207
	Iteration 24Q: 3 clusters Score -1682609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1682615.500000 Penalty: 4744.137207
	Iteration 25Q: 3 clusters Score -1682616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1682623.125000 Penalty: 4744.137207
	Iteration 26Q: 3 clusters Score -1682623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1682640.125000 Penalty: 4744.137207
	Iteration 27Q: 3 clusters Score -1682640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1682646.500000 Penalty: 4744.137207
	Iteration 28Q: 3 clusters Score -1682646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1682650.000000 Penalty: 4744.137207
	Iteration 29Q: 3 clusters Score -1682650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1682654.125000 Penalty: 4744.137207
	Iteration 30Q: 3 clusters Score -1682654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1682657.250000 Penalty: 4744.137207
	Iteration 31Q: 3 clusters Score -1682657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1682657.875000 Penalty: 4744.137207
	Iteration 32Q: 3 clusters Score -1682658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1682657.750000 Penalty: 4744.137207
	Iteration 33Q: 3 clusters Score -1682658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1682657.750000 Penalty: 4744.137207
	Iteration 34F: 3 clusters Score -1682658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (191701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191701 members 
Entering Unmasked Estep 
Score: -22387520.000000 Penalty: 3016.595703
	Iteration 0F: 2 clusters Score -2.238752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 96113 members 
Entering Unmasked Estep 
Score: -22265404.000000 Penalty: 6033.191406
	Iteration 0F: 3 clusters Score -2.22654e+07 nChanged 92026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89478 members 
Mstep: Class 2 contains 102223 members 
Entering Unmasked Estep 
Score: -22319836.000000 Penalty: 6033.191406
	Iteration 1F: 3 clusters Score -2.231984e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 105736 members 
Entering Unmasked Estep 
Score: -22322322.000000 Penalty: 6033.191406
	Iteration 2Q: 3 clusters Score -2.232232e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 111107 members 
Entering Unmasked Estep 
Score: -22326066.000000 Penalty: 6033.191406
	Iteration 3Q: 3 clusters Score -2.232607e+07 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Mstep: Class 2 contains 119151 members 
Entering Unmasked Estep 
Score: -22332782.000000 Penalty: 6033.191406
	Iteration 4F: 3 clusters Score -2.233278e+07 nChanged 14608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 130273 members 
Entering Unmasked Estep 
Score: -22343508.000000 Penalty: 6033.191406
	Iteration 5F: 3 clusters Score -2.234351e+07 nChanged 15823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 143302 members 
Entering Unmasked Estep 
Score: -22358074.000000 Penalty: 6033.191406
	Iteration 6F: 3 clusters Score -2.235807e+07 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 154320 members 
Entering Unmasked Estep 
Score: -22371962.000000 Penalty: 6033.191406
	Iteration 7F: 3 clusters Score -2.237196e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 160424 members 
Entering Unmasked Estep 
Score: -22380490.000000 Penalty: 6033.191406
	Iteration 8Q: 3 clusters Score -2.238049e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 163458 members 
Entering Unmasked Estep 
Score: -22383100.000000 Penalty: 6033.191406
	Iteration 9Q: 3 clusters Score -2.23831e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 165526 members 
Entering Unmasked Estep 
Score: -22384276.000000 Penalty: 6033.191406
	Iteration 10Q: 3 clusters Score -2.238428e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 167230 members 
Entering Unmasked Estep 
Score: -22384764.000000 Penalty: 6033.191406
	Iteration 11Q: 3 clusters Score -2.238476e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 168623 members 
Entering Unmasked Estep 
Score: -22385148.000000 Penalty: 6033.191406
	Iteration 12Q: 3 clusters Score -2.238515e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 169906 members 
Entering Unmasked Estep 
Score: -22385452.000000 Penalty: 6033.191406
	Iteration 13Q: 3 clusters Score -2.238545e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 171044 members 
Entering Unmasked Estep 
Score: -22385664.000000 Penalty: 6033.191406
	Iteration 14Q: 3 clusters Score -2.238566e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 172142 members 
Entering Unmasked Estep 
Score: -22385814.000000 Penalty: 6033.191406
	Iteration 15Q: 3 clusters Score -2.238581e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 173132 members 
Entering Unmasked Estep 
Score: -22385848.000000 Penalty: 6033.191406
	Iteration 16Q: 3 clusters Score -2.238585e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 174048 members 
Entering Unmasked Estep 
Score: -22386018.000000 Penalty: 6033.191406
	Iteration 17Q: 3 clusters Score -2.238602e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 174903 members 
Entering Unmasked Estep 
Score: -22386168.000000 Penalty: 6033.191406
	Iteration 18Q: 3 clusters Score -2.238617e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 175702 members 
Entering Unmasked Estep 
Score: -22386234.000000 Penalty: 6033.191406
	Iteration 19Q: 3 clusters Score -2.238623e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 176464 members 
Entering Unmasked Estep 
Score: -22386242.000000 Penalty: 6033.191406
	Iteration 20F: 3 clusters Score -2.238624e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 177172 members 
Entering Unmasked Estep 
Score: -22386334.000000 Penalty: 6033.191406
	Iteration 21Q: 3 clusters Score -2.238633e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 177823 members 
Entering Unmasked Estep 
Score: -22386410.000000 Penalty: 6033.191406
	Iteration 22Q: 3 clusters Score -2.238641e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 178384 members 
Entering Unmasked Estep 
Score: -22386438.000000 Penalty: 6033.191406
	Iteration 23Q: 3 clusters Score -2.238644e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 178871 members 
Entering Unmasked Estep 
Score: -22386466.000000 Penalty: 6033.191406
	Iteration 24Q: 3 clusters Score -2.238647e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 179325 members 
Entering Unmasked Estep 
Score: -22386462.000000 Penalty: 6033.191406
	Iteration 25Q: 3 clusters Score -2.238646e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 179716 members 
Entering Unmasked Estep 
Score: -22386502.000000 Penalty: 6033.191406
	Iteration 26Q: 3 clusters Score -2.23865e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 180078 members 
Entering Unmasked Estep 
Score: -22386520.000000 Penalty: 6033.191406
	Iteration 27Q: 3 clusters Score -2.238652e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 180416 members 
Entering Unmasked Estep 
Score: -22386492.000000 Penalty: 6033.191406
	Iteration 28Q: 3 clusters Score -2.238649e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 180696 members 
Entering Unmasked Estep 
Score: -22386498.000000 Penalty: 6033.191406
	Iteration 29Q: 3 clusters Score -2.23865e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 180963 members 
Entering Unmasked Estep 
Score: -22386574.000000 Penalty: 6033.191406
	Iteration 30Q: 3 clusters Score -2.238657e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 181216 members 
Entering Unmasked Estep 
Score: -22386538.000000 Penalty: 6033.191406
	Iteration 31Q: 3 clusters Score -2.238654e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 181458 members 
Entering Unmasked Estep 
Score: -22386570.000000 Penalty: 6033.191406
	Iteration 32Q: 3 clusters Score -2.238657e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 181686 members 
Entering Unmasked Estep 
Score: -22386584.000000 Penalty: 6033.191406
	Iteration 33Q: 3 clusters Score -2.238658e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 181896 members 
Entering Unmasked Estep 
Score: -22386590.000000 Penalty: 6033.191406
	Iteration 34Q: 3 clusters Score -2.238659e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 182083 members 
Entering Unmasked Estep 
Score: -22386568.000000 Penalty: 6033.191406
	Iteration 35Q: 3 clusters Score -2.238657e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 182240 members 
Entering Unmasked Estep 
Score: -22386554.000000 Penalty: 6033.191406
	Iteration 36Q: 3 clusters Score -2.238655e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 182392 members 
Entering Unmasked Estep 
Score: -22386556.000000 Penalty: 6033.191406
	Iteration 37Q: 3 clusters Score -2.238656e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 182555 members 
Entering Unmasked Estep 
Score: -22386548.000000 Penalty: 6033.191406
	Iteration 38Q: 3 clusters Score -2.238655e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 182715 members 
Entering Unmasked Estep 
Score: -22386528.000000 Penalty: 6033.191406
	Iteration 39Q: 3 clusters Score -2.238653e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 182890 members 
Entering Unmasked Estep 
Score: -22386470.000000 Penalty: 6033.191406
	Iteration 40F: 3 clusters Score -2.238647e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 183071 members 
Entering Unmasked Estep 
Score: -22386494.000000 Penalty: 6033.191406
	Iteration 41Q: 3 clusters Score -2.238649e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 183239 members 
Entering Unmasked Estep 
Score: -22386520.000000 Penalty: 6033.191406
	Iteration 42Q: 3 clusters Score -2.238652e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 183385 members 
Entering Unmasked Estep 
Score: -22386474.000000 Penalty: 6033.191406
	Iteration 43Q: 3 clusters Score -2.238647e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 183516 members 
Entering Unmasked Estep 
Score: -22386490.000000 Penalty: 6033.191406
	Iteration 44Q: 3 clusters Score -2.238649e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 183628 members 
Entering Unmasked Estep 
Score: -22386496.000000 Penalty: 6033.191406
	Iteration 45Q: 3 clusters Score -2.23865e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 183724 members 
Entering Unmasked Estep 
Score: -22386486.000000 Penalty: 6033.191406
	Iteration 46Q: 3 clusters Score -2.238649e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 183829 members 
Entering Unmasked Estep 
Score: -22386492.000000 Penalty: 6033.191406
	Iteration 47Q: 3 clusters Score -2.238649e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 183931 members 
Entering Unmasked Estep 
Score: -22386508.000000 Penalty: 6033.191406
	Iteration 48Q: 3 clusters Score -2.238651e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 184032 members 
Entering Unmasked Estep 
Score: -22386512.000000 Penalty: 6033.191406
	Iteration 49Q: 3 clusters Score -2.238651e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 184123 members 
Entering Unmasked Estep 
Score: -22386486.000000 Penalty: 6033.191406
	Iteration 50Q: 3 clusters Score -2.238649e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 184205 members 
Entering Unmasked Estep 
Score: -22386492.000000 Penalty: 6033.191406
	Iteration 51Q: 3 clusters Score -2.238649e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 184300 members 
Entering Unmasked Estep 
Score: -22386498.000000 Penalty: 6033.191406
	Iteration 52Q: 3 clusters Score -2.23865e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 184389 members 
Entering Unmasked Estep 
Score: -22386534.000000 Penalty: 6033.191406
	Iteration 53Q: 3 clusters Score -2.238653e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 184465 members 
Entering Unmasked Estep 
Score: -22386510.000000 Penalty: 6033.191406
	Iteration 54Q: 3 clusters Score -2.238651e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 184536 members 
Entering Unmasked Estep 
Score: -22386508.000000 Penalty: 6033.191406
	Iteration 55Q: 3 clusters Score -2.238651e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 184594 members 
Entering Unmasked Estep 
Score: -22386482.000000 Penalty: 6033.191406
	Iteration 56Q: 3 clusters Score -2.238648e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 184653 members 
Entering Unmasked Estep 
Score: -22386456.000000 Penalty: 6033.191406
	Iteration 57Q: 3 clusters Score -2.238646e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 184709 members 
Entering Unmasked Estep 
Score: -22386466.000000 Penalty: 6033.191406
	Iteration 58Q: 3 clusters Score -2.238647e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 184765 members 
Entering Unmasked Estep 
Score: -22386468.000000 Penalty: 6033.191406
	Iteration 59Q: 3 clusters Score -2.238647e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 184804 members 
Entering Unmasked Estep 
Score: -22386468.000000 Penalty: 6033.191406
	Iteration 60F: 3 clusters Score -2.238647e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 184840 members 
Entering Unmasked Estep 
Score: -22386468.000000 Penalty: 6033.191406
	Iteration 61Q: 3 clusters Score -2.238647e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 184886 members 
Entering Unmasked Estep 
Score: -22386472.000000 Penalty: 6033.191406
	Iteration 62Q: 3 clusters Score -2.238647e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 184921 members 
Entering Unmasked Estep 
Score: -22386482.000000 Penalty: 6033.191406
	Iteration 63Q: 3 clusters Score -2.238648e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 184956 members 
Entering Unmasked Estep 
Score: -22386478.000000 Penalty: 6033.191406
	Iteration 64Q: 3 clusters Score -2.238648e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 184997 members 
Entering Unmasked Estep 
Score: -22386478.000000 Penalty: 6033.191406
	Iteration 65Q: 3 clusters Score -2.238648e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 185041 members 
Entering Unmasked Estep 
Score: -22386508.000000 Penalty: 6033.191406
	Iteration 66Q: 3 clusters Score -2.238651e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 185076 members 
Entering Unmasked Estep 
Score: -22386506.000000 Penalty: 6033.191406
	Iteration 67Q: 3 clusters Score -2.238651e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 185120 members 
Entering Unmasked Estep 
Score: -22386468.000000 Penalty: 6033.191406
	Iteration 68Q: 3 clusters Score -2.238647e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 185170 members 
Entering Unmasked Estep 
Score: -22386488.000000 Penalty: 6033.191406
	Iteration 69Q: 3 clusters Score -2.238649e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 185218 members 
Entering Unmasked Estep 
Score: -22386494.000000 Penalty: 6033.191406
	Iteration 70Q: 3 clusters Score -2.238649e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 185264 members 
Entering Unmasked Estep 
Score: -22386454.000000 Penalty: 6033.191406
	Iteration 71Q: 3 clusters Score -2.238645e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 185301 members 
Entering Unmasked Estep 
Score: -22386462.000000 Penalty: 6033.191406
	Iteration 72Q: 3 clusters Score -2.238646e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 185340 members 
Entering Unmasked Estep 
Score: -22386448.000000 Penalty: 6033.191406
	Iteration 73Q: 3 clusters Score -2.238645e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 185369 members 
Entering Unmasked Estep 
Score: -22386450.000000 Penalty: 6033.191406
	Iteration 74Q: 3 clusters Score -2.238645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 185392 members 
Entering Unmasked Estep 
Score: -22386434.000000 Penalty: 6033.191406
	Iteration 75Q: 3 clusters Score -2.238643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 185416 members 
Entering Unmasked Estep 
Score: -22386442.000000 Penalty: 6033.191406
	Iteration 76Q: 3 clusters Score -2.238644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 185436 members 
Entering Unmasked Estep 
Score: -22386436.000000 Penalty: 6033.191406
	Iteration 77Q: 3 clusters Score -2.238644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 185449 members 
Entering Unmasked Estep 
Score: -22386422.000000 Penalty: 6033.191406
	Iteration 78Q: 3 clusters Score -2.238642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 185463 members 
Entering Unmasked Estep 
Score: -22386412.000000 Penalty: 6033.191406
	Iteration 79Q: 3 clusters Score -2.238641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 185474 members 
Entering Unmasked Estep 
Score: -22386410.000000 Penalty: 6033.191406
	Iteration 80F: 3 clusters Score -2.238641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 185481 members 
Entering Unmasked Estep 
Score: -22386400.000000 Penalty: 6033.191406
	Iteration 81Q: 3 clusters Score -2.23864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 185491 members 
Entering Unmasked Estep 
Score: -22386390.000000 Penalty: 6033.191406
	Iteration 82Q: 3 clusters Score -2.238639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 185504 members 
Entering Unmasked Estep 
Score: -22386414.000000 Penalty: 6033.191406
	Iteration 83Q: 3 clusters Score -2.238641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 185512 members 
Entering Unmasked Estep 
Score: -22386398.000000 Penalty: 6033.191406
	Iteration 84Q: 3 clusters Score -2.23864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 185521 members 
Entering Unmasked Estep 
Score: -22386384.000000 Penalty: 6033.191406
	Iteration 85Q: 3 clusters Score -2.238638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 185529 members 
Entering Unmasked Estep 
Score: -22386366.000000 Penalty: 6033.191406
	Iteration 86Q: 3 clusters Score -2.238637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 185530 members 
Entering Unmasked Estep 
Score: -22386366.000000 Penalty: 6033.191406
	Iteration 87Q: 3 clusters Score -2.238637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 185537 members 
Entering Unmasked Estep 
Score: -22386356.000000 Penalty: 6033.191406
	Iteration 88Q: 3 clusters Score -2.238636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 185545 members 
Entering Unmasked Estep 
Score: -22386368.000000 Penalty: 6033.191406
	Iteration 89Q: 3 clusters Score -2.238637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 185554 members 
Entering Unmasked Estep 
Score: -22386368.000000 Penalty: 6033.191406
	Iteration 90Q: 3 clusters Score -2.238637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 185564 members 
Entering Unmasked Estep 
Score: -22386376.000000 Penalty: 6033.191406
	Iteration 91Q: 3 clusters Score -2.238638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 185573 members 
Entering Unmasked Estep 
Score: -22386372.000000 Penalty: 6033.191406
	Iteration 92Q: 3 clusters Score -2.238637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 185579 members 
Entering Unmasked Estep 
Score: -22386376.000000 Penalty: 6033.191406
	Iteration 93Q: 3 clusters Score -2.238638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 185580 members 
Entering Unmasked Estep 
Score: -22386382.000000 Penalty: 6033.191406
	Iteration 94Q: 3 clusters Score -2.238638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 185583 members 
Entering Unmasked Estep 
Score: -22386386.000000 Penalty: 6033.191406
	Iteration 95Q: 3 clusters Score -2.238639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 185584 members 
Entering Unmasked Estep 
Score: -22386388.000000 Penalty: 6033.191406
	Iteration 96Q: 3 clusters Score -2.238639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 185584 members 
Entering Unmasked Estep 
Score: -22386388.000000 Penalty: 6033.191406
	Iteration 97F: 3 clusters Score -2.238639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (265754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265754 members 
Entering Unmasked Estep 
Score: -30767136.000000 Penalty: 3097.600830
	Iteration 0F: 2 clusters Score -3.076714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132698 members 
Mstep: Class 2 contains 133056 members 
Entering Unmasked Estep 
Score: -30604470.000000 Penalty: 6195.201660
	Iteration 0F: 3 clusters Score -3.060447e+07 nChanged 128648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128596 members 
Mstep: Class 2 contains 137158 members 
Entering Unmasked Estep 
Score: -30680738.000000 Penalty: 6195.201660
	Iteration 1F: 3 clusters Score -3.068074e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126093 members 
Mstep: Class 2 contains 139661 members 
Entering Unmasked Estep 
Score: -30682142.000000 Penalty: 6195.201660
	Iteration 2Q: 3 clusters Score -3.068214e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122260 members 
Mstep: Class 2 contains 143494 members 
Entering Unmasked Estep 
Score: -30683740.000000 Penalty: 6195.201660
	Iteration 3Q: 3 clusters Score -3.068374e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116517 members 
Mstep: Class 2 contains 149237 members 
Entering Unmasked Estep 
Score: -30686548.000000 Penalty: 6195.201660
	Iteration 4Q: 3 clusters Score -3.068655e+07 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108134 members 
Mstep: Class 2 contains 157620 members 
Entering Unmasked Estep 
Score: -30690862.000000 Penalty: 6195.201660
	Iteration 5Q: 3 clusters Score -3.069086e+07 nChanged 14213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 168733 members 
Entering Unmasked Estep 
Score: -30697838.000000 Penalty: 6195.201660
	Iteration 6F: 3 clusters Score -3.069784e+07 nChanged 17012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 183013 members 
Entering Unmasked Estep 
Score: -30707872.000000 Penalty: 6195.201660
	Iteration 7F: 3 clusters Score -3.070787e+07 nChanged 18248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 199011 members 
Entering Unmasked Estep 
Score: -30719496.000000 Penalty: 6195.201660
	Iteration 8F: 3 clusters Score -3.07195e+07 nChanged 17262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 214417 members 
Entering Unmasked Estep 
Score: -30730886.000000 Penalty: 6195.201660
	Iteration 9F: 3 clusters Score -3.073089e+07 nChanged 14137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 226976 members 
Entering Unmasked Estep 
Score: -30740432.000000 Penalty: 6195.201660
	Iteration 10F: 3 clusters Score -3.074043e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 235556 members 
Entering Unmasked Estep 
Score: -30746994.000000 Penalty: 6195.201660
	Iteration 11Q: 3 clusters Score -3.074699e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 241206 members 
Entering Unmasked Estep 
Score: -30751098.000000 Penalty: 6195.201660
	Iteration 12Q: 3 clusters Score -3.07511e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 245202 members 
Entering Unmasked Estep 
Score: -30753672.000000 Penalty: 6195.201660
	Iteration 13Q: 3 clusters Score -3.075367e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 248371 members 
Entering Unmasked Estep 
Score: -30755520.000000 Penalty: 6195.201660
	Iteration 14Q: 3 clusters Score -3.075552e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 251007 members 
Entering Unmasked Estep 
Score: -30756868.000000 Penalty: 6195.201660
	Iteration 15Q: 3 clusters Score -3.075687e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 253314 members 
Entering Unmasked Estep 
Score: -30758126.000000 Penalty: 6195.201660
	Iteration 16Q: 3 clusters Score -3.075813e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 255344 members 
Entering Unmasked Estep 
Score: -30759146.000000 Penalty: 6195.201660
	Iteration 17Q: 3 clusters Score -3.075915e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 257088 members 
Entering Unmasked Estep 
Score: -30759960.000000 Penalty: 6195.201660
	Iteration 18Q: 3 clusters Score -3.075996e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 258569 members 
Entering Unmasked Estep 
Score: -30760814.000000 Penalty: 6195.201660
	Iteration 19Q: 3 clusters Score -3.076081e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 259881 members 
Entering Unmasked Estep 
Score: -30761520.000000 Penalty: 6195.201660
	Iteration 20F: 3 clusters Score -3.076152e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 260992 members 
Entering Unmasked Estep 
Score: -30762142.000000 Penalty: 6195.201660
	Iteration 21Q: 3 clusters Score -3.076214e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 261882 members 
Entering Unmasked Estep 
Score: -30762700.000000 Penalty: 6195.201660
	Iteration 22Q: 3 clusters Score -3.07627e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 262594 members 
Entering Unmasked Estep 
Score: -30763108.000000 Penalty: 6195.201660
	Iteration 23Q: 3 clusters Score -3.076311e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 263171 members 
Entering Unmasked Estep 
Score: -30763450.000000 Penalty: 6195.201660
	Iteration 24Q: 3 clusters Score -3.076345e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 263604 members 
Entering Unmasked Estep 
Score: -30763662.000000 Penalty: 6195.201660
	Iteration 25Q: 3 clusters Score -3.076366e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 263941 members 
Entering Unmasked Estep 
Score: -30763902.000000 Penalty: 6195.201660
	Iteration 26Q: 3 clusters Score -3.07639e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 264201 members 
Entering Unmasked Estep 
Score: -30764078.000000 Penalty: 6195.201660
	Iteration 27Q: 3 clusters Score -3.076408e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 264367 members 
Entering Unmasked Estep 
Score: -30764128.000000 Penalty: 6195.201660
	Iteration 28Q: 3 clusters Score -3.076413e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 264506 members 
Entering Unmasked Estep 
Score: -30764190.000000 Penalty: 6195.201660
	Iteration 29Q: 3 clusters Score -3.076419e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 264605 members 
Entering Unmasked Estep 
Score: -30764274.000000 Penalty: 6195.201660
	Iteration 30Q: 3 clusters Score -3.076427e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 264680 members 
Entering Unmasked Estep 
Score: -30764296.000000 Penalty: 6195.201660
	Iteration 31Q: 3 clusters Score -3.07643e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 264737 members 
Entering Unmasked Estep 
Score: -30764320.000000 Penalty: 6195.201660
	Iteration 32Q: 3 clusters Score -3.076432e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 264774 members 
Entering Unmasked Estep 
Score: -30764344.000000 Penalty: 6195.201660
	Iteration 33Q: 3 clusters Score -3.076434e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 264808 members 
Entering Unmasked Estep 
Score: -30764364.000000 Penalty: 6195.201660
	Iteration 34Q: 3 clusters Score -3.076436e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 264841 members 
Entering Unmasked Estep 
Score: -30764384.000000 Penalty: 6195.201660
	Iteration 35Q: 3 clusters Score -3.076438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 264863 members 
Entering Unmasked Estep 
Score: -30764416.000000 Penalty: 6195.201660
	Iteration 36Q: 3 clusters Score -3.076442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 264881 members 
Entering Unmasked Estep 
Score: -30764430.000000 Penalty: 6195.201660
	Iteration 37Q: 3 clusters Score -3.076443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 264894 members 
Entering Unmasked Estep 
Score: -30764432.000000 Penalty: 6195.201660
	Iteration 38Q: 3 clusters Score -3.076443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 264909 members 
Entering Unmasked Estep 
Score: -30764440.000000 Penalty: 6195.201660
	Iteration 39Q: 3 clusters Score -3.076444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 264924 members 
Entering Unmasked Estep 
Score: -30764450.000000 Penalty: 6195.201660
	Iteration 40F: 3 clusters Score -3.076445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 264938 members 
Entering Unmasked Estep 
Score: -30764456.000000 Penalty: 6195.201660
	Iteration 41Q: 3 clusters Score -3.076446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 264952 members 
Entering Unmasked Estep 
Score: -30764424.000000 Penalty: 6195.201660
	Iteration 42Q: 3 clusters Score -3.076442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 264962 members 
Entering Unmasked Estep 
Score: -30764466.000000 Penalty: 6195.201660
	Iteration 43Q: 3 clusters Score -3.076447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 264968 members 
Entering Unmasked Estep 
Score: -30764470.000000 Penalty: 6195.201660
	Iteration 44Q: 3 clusters Score -3.076447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 264971 members 
Entering Unmasked Estep 
Score: -30764498.000000 Penalty: 6195.201660
	Iteration 45Q: 3 clusters Score -3.07645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 264976 members 
Entering Unmasked Estep 
Score: -30764470.000000 Penalty: 6195.201660
	Iteration 46Q: 3 clusters Score -3.076447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 264980 members 
Entering Unmasked Estep 
Score: -30764474.000000 Penalty: 6195.201660
	Iteration 47Q: 3 clusters Score -3.076447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 264983 members 
Entering Unmasked Estep 
Score: -30764482.000000 Penalty: 6195.201660
	Iteration 48Q: 3 clusters Score -3.076448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 264984 members 
Entering Unmasked Estep 
Score: -30764472.000000 Penalty: 6195.201660
	Iteration 49Q: 3 clusters Score -3.076447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 264986 members 
Entering Unmasked Estep 
Score: -30764474.000000 Penalty: 6195.201660
	Iteration 50Q: 3 clusters Score -3.076447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 264987 members 
Entering Unmasked Estep 
Score: -30764472.000000 Penalty: 6195.201660
	Iteration 51Q: 3 clusters Score -3.076447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 264989 members 
Entering Unmasked Estep 
Score: -30764474.000000 Penalty: 6195.201660
	Iteration 52Q: 3 clusters Score -3.076447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 264990 members 
Entering Unmasked Estep 
Score: -30764466.000000 Penalty: 6195.201660
	Iteration 53Q: 3 clusters Score -3.076447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 264990 members 
Entering Unmasked Estep 
Score: -30764466.000000 Penalty: 6195.201660
	Iteration 54F: 3 clusters Score -3.076447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Entering Unmasked Estep 
Score: -1796848.375000 Penalty: 2391.969971
	Iteration 0F: 2 clusters Score -1796848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1785767.125000 Penalty: 4783.939941
	Iteration 0F: 3 clusters Score -1785767 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1789289.875000 Penalty: 4783.939941
	Iteration 1F: 3 clusters Score -1789290 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1789569.750000 Penalty: 4783.939941
	Iteration 2F: 3 clusters Score -1789570 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1789739.250000 Penalty: 4783.939941
	Iteration 3Q: 3 clusters Score -1789739 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1789865.750000 Penalty: 4783.939941
	Iteration 4Q: 3 clusters Score -1789866 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1789968.125000 Penalty: 4783.939941
	Iteration 5Q: 3 clusters Score -1789968 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1790072.375000 Penalty: 4783.939941
	Iteration 6Q: 3 clusters Score -1790072 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1790151.500000 Penalty: 4783.939941
	Iteration 7Q: 3 clusters Score -1790152 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1790223.000000 Penalty: 4783.939941
	Iteration 8Q: 3 clusters Score -1790223 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1790290.000000 Penalty: 4783.939941
	Iteration 9Q: 3 clusters Score -1790290 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1790347.000000 Penalty: 4783.939941
	Iteration 10Q: 3 clusters Score -1790347 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1790405.000000 Penalty: 4783.939941
	Iteration 11Q: 3 clusters Score -1790405 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1790457.375000 Penalty: 4783.939941
	Iteration 12Q: 3 clusters Score -1790457 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1790509.625000 Penalty: 4783.939941
	Iteration 13Q: 3 clusters Score -1790510 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1790565.625000 Penalty: 4783.939941
	Iteration 14Q: 3 clusters Score -1790566 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1790626.500000 Penalty: 4783.939941
	Iteration 15Q: 3 clusters Score -1790626 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1790689.375000 Penalty: 4783.939941
	Iteration 16Q: 3 clusters Score -1790689 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1790764.750000 Penalty: 4783.939941
	Iteration 17Q: 3 clusters Score -1790765 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1790843.750000 Penalty: 4783.939941
	Iteration 18Q: 3 clusters Score -1790844 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1790961.375000 Penalty: 4783.939941
	Iteration 19Q: 3 clusters Score -1790961 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1791131.750000 Penalty: 4783.939941
	Iteration 20F: 3 clusters Score -1791132 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1791352.750000 Penalty: 4783.939941
	Iteration 21Q: 3 clusters Score -1791353 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1791628.000000 Penalty: 4783.939941
	Iteration 22Q: 3 clusters Score -1791628 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1791929.375000 Penalty: 4783.939941
	Iteration 23Q: 3 clusters Score -1791929 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1792265.375000 Penalty: 4783.939941
	Iteration 24Q: 3 clusters Score -1792265 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1792602.125000 Penalty: 4783.939941
	Iteration 25Q: 3 clusters Score -1792602 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1792897.250000 Penalty: 4783.939941
	Iteration 26Q: 3 clusters Score -1792897 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1793175.250000 Penalty: 4783.939941
	Iteration 27Q: 3 clusters Score -1793175 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1793396.750000 Penalty: 4783.939941
	Iteration 28Q: 3 clusters Score -1793397 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1793569.375000 Penalty: 4783.939941
	Iteration 29Q: 3 clusters Score -1793569 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1793725.125000 Penalty: 4783.939941
	Iteration 30Q: 3 clusters Score -1793725 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1793850.500000 Penalty: 4783.939941
	Iteration 31Q: 3 clusters Score -1793850 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1793968.375000 Penalty: 4783.939941
	Iteration 32Q: 3 clusters Score -1793968 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1794073.625000 Penalty: 4783.939941
	Iteration 33Q: 3 clusters Score -1794074 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1794164.000000 Penalty: 4783.939941
	Iteration 34Q: 3 clusters Score -1794164 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1794243.875000 Penalty: 4783.939941
	Iteration 35Q: 3 clusters Score -1794244 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1794307.625000 Penalty: 4783.939941
	Iteration 36Q: 3 clusters Score -1794308 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1794363.750000 Penalty: 4783.939941
	Iteration 37Q: 3 clusters Score -1794364 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1794429.625000 Penalty: 4783.939941
	Iteration 38Q: 3 clusters Score -1794430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1794482.125000 Penalty: 4783.939941
	Iteration 39Q: 3 clusters Score -1794482 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1794531.375000 Penalty: 4783.939941
	Iteration 40F: 3 clusters Score -1794531 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1794552.375000 Penalty: 4783.939941
	Iteration 41Q: 3 clusters Score -1794552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1794576.000000 Penalty: 4783.939941
	Iteration 42Q: 3 clusters Score -1794576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1794598.250000 Penalty: 4783.939941
	Iteration 43Q: 3 clusters Score -1794598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1794625.750000 Penalty: 4783.939941
	Iteration 44Q: 3 clusters Score -1794626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1794649.375000 Penalty: 4783.939941
	Iteration 45Q: 3 clusters Score -1794649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1794670.250000 Penalty: 4783.939941
	Iteration 46Q: 3 clusters Score -1794670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1794685.875000 Penalty: 4783.939941
	Iteration 47Q: 3 clusters Score -1794686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1794704.000000 Penalty: 4783.939941
	Iteration 48Q: 3 clusters Score -1794704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1794715.375000 Penalty: 4783.939941
	Iteration 49Q: 3 clusters Score -1794715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1794720.875000 Penalty: 4783.939941
	Iteration 50Q: 3 clusters Score -1794721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1794727.250000 Penalty: 4783.939941
	Iteration 51Q: 3 clusters Score -1794727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1794733.125000 Penalty: 4783.939941
	Iteration 52Q: 3 clusters Score -1794733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1794736.000000 Penalty: 4783.939941
	Iteration 53Q: 3 clusters Score -1794736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1794743.125000 Penalty: 4783.939941
	Iteration 54Q: 3 clusters Score -1794743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1794748.375000 Penalty: 4783.939941
	Iteration 55Q: 3 clusters Score -1794748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1794757.125000 Penalty: 4783.939941
	Iteration 56Q: 3 clusters Score -1794757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1794763.250000 Penalty: 4783.939941
	Iteration 57Q: 3 clusters Score -1794763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1794769.250000 Penalty: 4783.939941
	Iteration 58Q: 3 clusters Score -1794769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1794770.375000 Penalty: 4783.939941
	Iteration 59Q: 3 clusters Score -1794770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1794778.250000 Penalty: 4783.939941
	Iteration 60F: 3 clusters Score -1794778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1794783.125000 Penalty: 4783.939941
	Iteration 61Q: 3 clusters Score -1794783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1794787.125000 Penalty: 4783.939941
	Iteration 62Q: 3 clusters Score -1794787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1794796.375000 Penalty: 4783.939941
	Iteration 63Q: 3 clusters Score -1794796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1794803.125000 Penalty: 4783.939941
	Iteration 64Q: 3 clusters Score -1794803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1794803.625000 Penalty: 4783.939941
	Iteration 65Q: 3 clusters Score -1794804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1794805.500000 Penalty: 4783.939941
	Iteration 66Q: 3 clusters Score -1794806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1794807.375000 Penalty: 4783.939941
	Iteration 67Q: 3 clusters Score -1794807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1794807.125000 Penalty: 4783.939941
	Iteration 68Q: 3 clusters Score -1794807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1794807.125000 Penalty: 4783.939941
	Iteration 69F: 3 clusters Score -1794807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Entering Unmasked Estep 
Score: -1140896.375000 Penalty: 2275.534424
	Iteration 0F: 2 clusters Score -1140896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1133440.000000 Penalty: 4551.068848
	Iteration 0F: 3 clusters Score -1133440 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1135636.625000 Penalty: 4551.068848
	Iteration 1F: 3 clusters Score -1135637 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1135957.750000 Penalty: 4551.068848
	Iteration 2F: 3 clusters Score -1135958 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1136186.625000 Penalty: 4551.068848
	Iteration 3Q: 3 clusters Score -1136187 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1136365.250000 Penalty: 4551.068848
	Iteration 4Q: 3 clusters Score -1136365 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1136534.750000 Penalty: 4551.068848
	Iteration 5Q: 3 clusters Score -1136535 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1136732.625000 Penalty: 4551.068848
	Iteration 6Q: 3 clusters Score -1136733 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1136911.375000 Penalty: 4551.068848
	Iteration 7Q: 3 clusters Score -1136911 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1137063.875000 Penalty: 4551.068848
	Iteration 8Q: 3 clusters Score -1137064 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1137231.625000 Penalty: 4551.068848
	Iteration 9Q: 3 clusters Score -1137232 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1137412.625000 Penalty: 4551.068848
	Iteration 10Q: 3 clusters Score -1137413 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1137625.500000 Penalty: 4551.068848
	Iteration 11Q: 3 clusters Score -1137626 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1137819.625000 Penalty: 4551.068848
	Iteration 12Q: 3 clusters Score -1137820 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1137980.375000 Penalty: 4551.068848
	Iteration 13Q: 3 clusters Score -1137980 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1138129.625000 Penalty: 4551.068848
	Iteration 14Q: 3 clusters Score -1138130 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1138240.250000 Penalty: 4551.068848
	Iteration 15Q: 3 clusters Score -1138240 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1138326.250000 Penalty: 4551.068848
	Iteration 16Q: 3 clusters Score -1138326 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1138391.750000 Penalty: 4551.068848
	Iteration 17Q: 3 clusters Score -1138392 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1138442.125000 Penalty: 4551.068848
	Iteration 18Q: 3 clusters Score -1138442 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1138481.125000 Penalty: 4551.068848
	Iteration 19Q: 3 clusters Score -1138481 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1138511.000000 Penalty: 4551.068848
	Iteration 20F: 3 clusters Score -1138511 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1138533.250000 Penalty: 4551.068848
	Iteration 21Q: 3 clusters Score -1138533 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1138547.125000 Penalty: 4551.068848
	Iteration 22Q: 3 clusters Score -1138547 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1138562.625000 Penalty: 4551.068848
	Iteration 23Q: 3 clusters Score -1138563 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1138571.125000 Penalty: 4551.068848
	Iteration 24Q: 3 clusters Score -1138571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1138585.000000 Penalty: 4551.068848
	Iteration 25Q: 3 clusters Score -1138585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1138598.250000 Penalty: 4551.068848
	Iteration 26Q: 3 clusters Score -1138598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1138610.500000 Penalty: 4551.068848
	Iteration 27Q: 3 clusters Score -1138610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1138617.250000 Penalty: 4551.068848
	Iteration 28Q: 3 clusters Score -1138617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1138626.750000 Penalty: 4551.068848
	Iteration 29Q: 3 clusters Score -1138627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1138632.625000 Penalty: 4551.068848
	Iteration 30Q: 3 clusters Score -1138633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1138641.625000 Penalty: 4551.068848
	Iteration 31Q: 3 clusters Score -1138642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1138652.125000 Penalty: 4551.068848
	Iteration 32Q: 3 clusters Score -1138652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1138662.375000 Penalty: 4551.068848
	Iteration 33Q: 3 clusters Score -1138662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1138668.625000 Penalty: 4551.068848
	Iteration 34Q: 3 clusters Score -1138669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1138676.500000 Penalty: 4551.068848
	Iteration 35Q: 3 clusters Score -1138676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1138685.625000 Penalty: 4551.068848
	Iteration 36Q: 3 clusters Score -1138686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1138689.250000 Penalty: 4551.068848
	Iteration 37Q: 3 clusters Score -1138689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1138696.375000 Penalty: 4551.068848
	Iteration 38Q: 3 clusters Score -1138696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1138697.750000 Penalty: 4551.068848
	Iteration 39Q: 3 clusters Score -1138698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1138702.250000 Penalty: 4551.068848
	Iteration 40F: 3 clusters Score -1138702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1138704.875000 Penalty: 4551.068848
	Iteration 41Q: 3 clusters Score -1138705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1138706.250000 Penalty: 4551.068848
	Iteration 42Q: 3 clusters Score -1138706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1138707.750000 Penalty: 4551.068848
	Iteration 43Q: 3 clusters Score -1138708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1138710.250000 Penalty: 4551.068848
	Iteration 44Q: 3 clusters Score -1138710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1138712.250000 Penalty: 4551.068848
	Iteration 45Q: 3 clusters Score -1138712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1138714.750000 Penalty: 4551.068848
	Iteration 46Q: 3 clusters Score -1138715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1138718.125000 Penalty: 4551.068848
	Iteration 47Q: 3 clusters Score -1138718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1138723.625000 Penalty: 4551.068848
	Iteration 48Q: 3 clusters Score -1138724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1138725.875000 Penalty: 4551.068848
	Iteration 49Q: 3 clusters Score -1138726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1138728.625000 Penalty: 4551.068848
	Iteration 50Q: 3 clusters Score -1138729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1138728.500000 Penalty: 4551.068848
	Iteration 51Q: 3 clusters Score -1138728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1138732.125000 Penalty: 4551.068848
	Iteration 52Q: 3 clusters Score -1138732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1138735.250000 Penalty: 4551.068848
	Iteration 53Q: 3 clusters Score -1138735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1138735.000000 Penalty: 4551.068848
	Iteration 54Q: 3 clusters Score -1138735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1138733.125000 Penalty: 4551.068848
	Iteration 55Q: 3 clusters Score -1138733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1138737.375000 Penalty: 4551.068848
	Iteration 56Q: 3 clusters Score -1138737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1138737.375000 Penalty: 4551.068848
	Iteration 57Q: 3 clusters Score -1138737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1138739.000000 Penalty: 4551.068848
	Iteration 58Q: 3 clusters Score -1138739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1138739.625000 Penalty: 4551.068848
	Iteration 59Q: 3 clusters Score -1138740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1138741.500000 Penalty: 4551.068848
	Iteration 60F: 3 clusters Score -1138742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1138738.000000 Penalty: 4551.068848
	Iteration 61Q: 3 clusters Score -1138738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1138740.125000 Penalty: 4551.068848
	Iteration 62Q: 3 clusters Score -1138740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1138741.875000 Penalty: 4551.068848
	Iteration 63Q: 3 clusters Score -1138742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1138741.125000 Penalty: 4551.068848
	Iteration 64Q: 3 clusters Score -1138741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1138740.250000 Penalty: 4551.068848
	Iteration 65Q: 3 clusters Score -1138740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1138740.250000 Penalty: 4551.068848
	Iteration 66Q: 3 clusters Score -1138740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1138741.500000 Penalty: 4551.068848
	Iteration 67Q: 3 clusters Score -1138742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1138739.875000 Penalty: 4551.068848
	Iteration 68Q: 3 clusters Score -1138740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1138742.500000 Penalty: 4551.068848
	Iteration 69Q: 3 clusters Score -1138742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1138744.750000 Penalty: 4551.068848
	Iteration 70Q: 3 clusters Score -1138745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1138744.125000 Penalty: 4551.068848
	Iteration 71Q: 3 clusters Score -1138744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1138744.125000 Penalty: 4551.068848
	Iteration 72F: 3 clusters Score -1138744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -130113.179688 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -130113.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -128095.070312 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -128095.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128637.046875 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -128637 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128933.265625 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -128933.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -129162.390625 Penalty: 3544.408447
	Iteration 3F: 3 clusters Score -129162.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -129411.164062 Penalty: 3544.408447
	Iteration 4F: 3 clusters Score -129411.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -129545.578125 Penalty: 3544.408447
	Iteration 5F: 3 clusters Score -129545.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -129609.859375 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -129609.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -129652.257812 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -129652.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -129703.546875 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -129703.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -129732.648438 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -129732.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -129760.242188 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -129760.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -129768.437500 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -129768.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -129779.070312 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -129779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -129782.234375 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -129782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -129783.148438 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -129783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -129786.609375 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -129786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -129791.398438 Penalty: 3544.408447
	Iteration 16Q: 3 clusters Score -129791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -129792.203125 Penalty: 3544.408447
	Iteration 17Q: 3 clusters Score -129792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -129793.250000 Penalty: 3544.408447
	Iteration 18Q: 3 clusters Score -129793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -129794.406250 Penalty: 3544.408447
	Iteration 19Q: 3 clusters Score -129794.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -129794.406250 Penalty: 3544.408447
	Iteration 20F: 3 clusters Score -129794.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Entering Unmasked Estep 
Score: -4275807.000000 Penalty: 2614.211426
	Iteration 0F: 2 clusters Score -4275807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4250320.000000 Penalty: 5228.422852
	Iteration 0F: 3 clusters Score -4250320 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4259584.000000 Penalty: 5228.422852
	Iteration 1F: 3 clusters Score -4259584 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -4260081.000000 Penalty: 5228.422852
	Iteration 2Q: 3 clusters Score -4260081 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -4260538.000000 Penalty: 5228.422852
	Iteration 3Q: 3 clusters Score -4260538 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -4261024.000000 Penalty: 5228.422852
	Iteration 4Q: 3 clusters Score -4261024 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4261636.500000 Penalty: 5228.422852
	Iteration 5Q: 3 clusters Score -4261636 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -4262509.500000 Penalty: 5228.422852
	Iteration 6Q: 3 clusters Score -4262510 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -4263408.000000 Penalty: 5228.422852
	Iteration 7Q: 3 clusters Score -4263408 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -4264355.000000 Penalty: 5228.422852
	Iteration 8Q: 3 clusters Score -4264355 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4265411.000000 Penalty: 5228.422852
	Iteration 9Q: 3 clusters Score -4265411 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -4266556.000000 Penalty: 5228.422852
	Iteration 10Q: 3 clusters Score -4266556 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -4267810.500000 Penalty: 5228.422852
	Iteration 11Q: 3 clusters Score -4267810 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -4269118.000000 Penalty: 5228.422852
	Iteration 12Q: 3 clusters Score -4269118 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -4270339.000000 Penalty: 5228.422852
	Iteration 13Q: 3 clusters Score -4270339 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4271350.000000 Penalty: 5228.422852
	Iteration 14Q: 3 clusters Score -4271350 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4272140.000000 Penalty: 5228.422852
	Iteration 15Q: 3 clusters Score -4272140 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4272633.000000 Penalty: 5228.422852
	Iteration 16Q: 3 clusters Score -4272633 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4272915.500000 Penalty: 5228.422852
	Iteration 17Q: 3 clusters Score -4272916 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4273115.500000 Penalty: 5228.422852
	Iteration 18Q: 3 clusters Score -4273116 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4273257.000000 Penalty: 5228.422852
	Iteration 19Q: 3 clusters Score -4273257 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4273342.500000 Penalty: 5228.422852
	Iteration 20F: 3 clusters Score -4273342 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4273423.500000 Penalty: 5228.422852
	Iteration 21Q: 3 clusters Score -4273424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4273471.500000 Penalty: 5228.422852
	Iteration 22Q: 3 clusters Score -4273472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4273513.000000 Penalty: 5228.422852
	Iteration 23Q: 3 clusters Score -4273513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4273535.500000 Penalty: 5228.422852
	Iteration 24Q: 3 clusters Score -4273536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4273558.500000 Penalty: 5228.422852
	Iteration 25Q: 3 clusters Score -4273558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4273573.000000 Penalty: 5228.422852
	Iteration 26Q: 3 clusters Score -4273573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4273578.000000 Penalty: 5228.422852
	Iteration 27Q: 3 clusters Score -4273578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4273586.500000 Penalty: 5228.422852
	Iteration 28Q: 3 clusters Score -4273586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4273587.500000 Penalty: 5228.422852
	Iteration 29Q: 3 clusters Score -4273588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4273589.500000 Penalty: 5228.422852
	Iteration 30Q: 3 clusters Score -4273590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4273588.500000 Penalty: 5228.422852
	Iteration 31Q: 3 clusters Score -4273588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4273590.000000 Penalty: 5228.422852
	Iteration 32Q: 3 clusters Score -4273590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4273593.000000 Penalty: 5228.422852
	Iteration 33Q: 3 clusters Score -4273593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4273593.000000 Penalty: 5228.422852
	Iteration 34Q: 3 clusters Score -4273593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4273590.500000 Penalty: 5228.422852
	Iteration 35Q: 3 clusters Score -4273590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4273590.500000 Penalty: 5228.422852
	Iteration 36F: 3 clusters Score -4273590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Entering Unmasked Estep 
Score: -3311650.250000 Penalty: 2540.702881
	Iteration 0F: 2 clusters Score -3311650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3292380.250000 Penalty: 5081.405762
	Iteration 0F: 3 clusters Score -3292380 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3299165.000000 Penalty: 5081.405762
	Iteration 1F: 3 clusters Score -3299165 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3299692.000000 Penalty: 5081.405762
	Iteration 2Q: 3 clusters Score -3299692 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3300196.250000 Penalty: 5081.405762
	Iteration 3Q: 3 clusters Score -3300196 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3300686.000000 Penalty: 5081.405762
	Iteration 4Q: 3 clusters Score -3300686 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3301240.250000 Penalty: 5081.405762
	Iteration 5Q: 3 clusters Score -3301240 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3301818.000000 Penalty: 5081.405762
	Iteration 6Q: 3 clusters Score -3301818 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3302503.500000 Penalty: 5081.405762
	Iteration 7Q: 3 clusters Score -3302504 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3303252.750000 Penalty: 5081.405762
	Iteration 8Q: 3 clusters Score -3303253 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3304082.500000 Penalty: 5081.405762
	Iteration 9Q: 3 clusters Score -3304082 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3304894.500000 Penalty: 5081.405762
	Iteration 10Q: 3 clusters Score -3304894 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3305590.500000 Penalty: 5081.405762
	Iteration 11Q: 3 clusters Score -3305590 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3306042.000000 Penalty: 5081.405762
	Iteration 12Q: 3 clusters Score -3306042 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3306258.500000 Penalty: 5081.405762
	Iteration 13Q: 3 clusters Score -3306258 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -3306382.000000 Penalty: 5081.405762
	Iteration 14Q: 3 clusters Score -3306382 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3306434.500000 Penalty: 5081.405762
	Iteration 15Q: 3 clusters Score -3306434 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3306468.000000 Penalty: 5081.405762
	Iteration 16Q: 3 clusters Score -3306468 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3306493.500000 Penalty: 5081.405762
	Iteration 17Q: 3 clusters Score -3306494 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3306520.500000 Penalty: 5081.405762
	Iteration 18Q: 3 clusters Score -3306520 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3306547.250000 Penalty: 5081.405762
	Iteration 19Q: 3 clusters Score -3306547 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3306564.000000 Penalty: 5081.405762
	Iteration 20F: 3 clusters Score -3306564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3306581.250000 Penalty: 5081.405762
	Iteration 21Q: 3 clusters Score -3306581 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3306594.250000 Penalty: 5081.405762
	Iteration 22Q: 3 clusters Score -3306594 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3306603.000000 Penalty: 5081.405762
	Iteration 23Q: 3 clusters Score -3306603 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3306613.250000 Penalty: 5081.405762
	Iteration 24Q: 3 clusters Score -3306613 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3306624.500000 Penalty: 5081.405762
	Iteration 25Q: 3 clusters Score -3306624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3306632.000000 Penalty: 5081.405762
	Iteration 26Q: 3 clusters Score -3306632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3306643.000000 Penalty: 5081.405762
	Iteration 27Q: 3 clusters Score -3306643 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3306643.500000 Penalty: 5081.405762
	Iteration 28Q: 3 clusters Score -3306644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3306656.500000 Penalty: 5081.405762
	Iteration 29Q: 3 clusters Score -3306656 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3306666.500000 Penalty: 5081.405762
	Iteration 30Q: 3 clusters Score -3306666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -3306668.750000 Penalty: 5081.405762
	Iteration 31Q: 3 clusters Score -3306669 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3306664.000000 Penalty: 5081.405762
	Iteration 32Q: 3 clusters Score -3306664 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3306679.250000 Penalty: 5081.405762
	Iteration 33Q: 3 clusters Score -3306679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3306686.250000 Penalty: 5081.405762
	Iteration 34Q: 3 clusters Score -3306686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3306686.750000 Penalty: 5081.405762
	Iteration 35Q: 3 clusters Score -3306687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3306695.750000 Penalty: 5081.405762
	Iteration 36Q: 3 clusters Score -3306696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3306691.000000 Penalty: 5081.405762
	Iteration 37Q: 3 clusters Score -3306691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -3306689.750000 Penalty: 5081.405762
	Iteration 38Q: 3 clusters Score -3306690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -3306695.250000 Penalty: 5081.405762
	Iteration 39Q: 3 clusters Score -3306695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3306710.750000 Penalty: 5081.405762
	Iteration 40F: 3 clusters Score -3306711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3306717.750000 Penalty: 5081.405762
	Iteration 41Q: 3 clusters Score -3306718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3306714.250000 Penalty: 5081.405762
	Iteration 42Q: 3 clusters Score -3306714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3306714.250000 Penalty: 5081.405762
	Iteration 43Q: 3 clusters Score -3306714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -3306712.250000 Penalty: 5081.405762
	Iteration 44Q: 3 clusters Score -3306712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3306715.250000 Penalty: 5081.405762
	Iteration 45Q: 3 clusters Score -3306715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -3306721.250000 Penalty: 5081.405762
	Iteration 46Q: 3 clusters Score -3306721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3306720.000000 Penalty: 5081.405762
	Iteration 47Q: 3 clusters Score -3306720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3306721.500000 Penalty: 5081.405762
	Iteration 48Q: 3 clusters Score -3306722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3306721.250000 Penalty: 5081.405762
	Iteration 49Q: 3 clusters Score -3306721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -3306728.250000 Penalty: 5081.405762
	Iteration 50Q: 3 clusters Score -3306728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3306723.250000 Penalty: 5081.405762
	Iteration 51Q: 3 clusters Score -3306723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -3306732.250000 Penalty: 5081.405762
	Iteration 52Q: 3 clusters Score -3306732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3306733.000000 Penalty: 5081.405762
	Iteration 53Q: 3 clusters Score -3306733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3306718.750000 Penalty: 5081.405762
	Iteration 54Q: 3 clusters Score -3306719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -3306729.750000 Penalty: 5081.405762
	Iteration 55Q: 3 clusters Score -3306730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -3306730.750000 Penalty: 5081.405762
	Iteration 56Q: 3 clusters Score -3306731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3306730.500000 Penalty: 5081.405762
	Iteration 57Q: 3 clusters Score -3306730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -3306738.000000 Penalty: 5081.405762
	Iteration 58Q: 3 clusters Score -3306738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3306739.750000 Penalty: 5081.405762
	Iteration 59Q: 3 clusters Score -3306740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3306752.250000 Penalty: 5081.405762
	Iteration 60F: 3 clusters Score -3306752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3306759.500000 Penalty: 5081.405762
	Iteration 61Q: 3 clusters Score -3306760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -3306756.000000 Penalty: 5081.405762
	Iteration 62Q: 3 clusters Score -3306756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3306758.500000 Penalty: 5081.405762
	Iteration 63Q: 3 clusters Score -3306758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3306763.000000 Penalty: 5081.405762
	Iteration 64Q: 3 clusters Score -3306763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3306761.750000 Penalty: 5081.405762
	Iteration 65Q: 3 clusters Score -3306762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3306762.000000 Penalty: 5081.405762
	Iteration 66Q: 3 clusters Score -3306762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -3306769.250000 Penalty: 5081.405762
	Iteration 67Q: 3 clusters Score -3306769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3306768.500000 Penalty: 5081.405762
	Iteration 68Q: 3 clusters Score -3306768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3306784.000000 Penalty: 5081.405762
	Iteration 69Q: 3 clusters Score -3306784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3306780.750000 Penalty: 5081.405762
	Iteration 70Q: 3 clusters Score -3306781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3306776.500000 Penalty: 5081.405762
	Iteration 71Q: 3 clusters Score -3306776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3306776.500000 Penalty: 5081.405762
	Iteration 72Q: 3 clusters Score -3306776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3306785.500000 Penalty: 5081.405762
	Iteration 73Q: 3 clusters Score -3306786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3306789.000000 Penalty: 5081.405762
	Iteration 74Q: 3 clusters Score -3306789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3306802.500000 Penalty: 5081.405762
	Iteration 75Q: 3 clusters Score -3306802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3306815.500000 Penalty: 5081.405762
	Iteration 76Q: 3 clusters Score -3306816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3306812.500000 Penalty: 5081.405762
	Iteration 77Q: 3 clusters Score -3306812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3306820.250000 Penalty: 5081.405762
	Iteration 78Q: 3 clusters Score -3306820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3306817.000000 Penalty: 5081.405762
	Iteration 79Q: 3 clusters Score -3306817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3306822.750000 Penalty: 5081.405762
	Iteration 80F: 3 clusters Score -3306823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -3306827.500000 Penalty: 5081.405762
	Iteration 81Q: 3 clusters Score -3306828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3306837.000000 Penalty: 5081.405762
	Iteration 82Q: 3 clusters Score -3306837 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3306840.000000 Penalty: 5081.405762
	Iteration 83Q: 3 clusters Score -3306840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3306846.750000 Penalty: 5081.405762
	Iteration 84Q: 3 clusters Score -3306847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -3306853.000000 Penalty: 5081.405762
	Iteration 85Q: 3 clusters Score -3306853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3306852.750000 Penalty: 5081.405762
	Iteration 86Q: 3 clusters Score -3306853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3306856.500000 Penalty: 5081.405762
	Iteration 87Q: 3 clusters Score -3306856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3306860.250000 Penalty: 5081.405762
	Iteration 88Q: 3 clusters Score -3306860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -3306854.500000 Penalty: 5081.405762
	Iteration 89Q: 3 clusters Score -3306854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3306868.750000 Penalty: 5081.405762
	Iteration 90Q: 3 clusters Score -3306869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3306872.250000 Penalty: 5081.405762
	Iteration 91Q: 3 clusters Score -3306872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3306888.000000 Penalty: 5081.405762
	Iteration 92Q: 3 clusters Score -3306888 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3306884.000000 Penalty: 5081.405762
	Iteration 93Q: 3 clusters Score -3306884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -3306897.250000 Penalty: 5081.405762
	Iteration 94Q: 3 clusters Score -3306897 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -3306895.500000 Penalty: 5081.405762
	Iteration 95Q: 3 clusters Score -3306896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3306904.000000 Penalty: 5081.405762
	Iteration 96Q: 3 clusters Score -3306904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3306918.750000 Penalty: 5081.405762
	Iteration 97Q: 3 clusters Score -3306919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3306923.250000 Penalty: 5081.405762
	Iteration 98Q: 3 clusters Score -3306923 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3306930.250000 Penalty: 5081.405762
	Iteration 99Q: 3 clusters Score -3306930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3306944.750000 Penalty: 5081.405762
	Iteration 100F: 3 clusters Score -3306945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3306944.000000 Penalty: 5081.405762
	Iteration 101Q: 3 clusters Score -3306944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3306945.000000 Penalty: 5081.405762
	Iteration 102Q: 3 clusters Score -3306945 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3306935.000000 Penalty: 5081.405762
	Iteration 103Q: 3 clusters Score -3306935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3306937.000000 Penalty: 5081.405762
	Iteration 104Q: 3 clusters Score -3306937 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3306943.250000 Penalty: 5081.405762
	Iteration 105Q: 3 clusters Score -3306943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3306953.750000 Penalty: 5081.405762
	Iteration 106Q: 3 clusters Score -3306954 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3306964.750000 Penalty: 5081.405762
	Iteration 107Q: 3 clusters Score -3306965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3306967.500000 Penalty: 5081.405762
	Iteration 108Q: 3 clusters Score -3306968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3306967.250000 Penalty: 5081.405762
	Iteration 109Q: 3 clusters Score -3306967 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3306974.250000 Penalty: 5081.405762
	Iteration 110Q: 3 clusters Score -3306974 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -3306987.000000 Penalty: 5081.405762
	Iteration 111Q: 3 clusters Score -3306987 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -3306996.000000 Penalty: 5081.405762
	Iteration 112Q: 3 clusters Score -3306996 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3307037.750000 Penalty: 5081.405762
	Iteration 113Q: 3 clusters Score -3307038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3307036.000000 Penalty: 5081.405762
	Iteration 114Q: 3 clusters Score -3307036 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -3307061.000000 Penalty: 5081.405762
	Iteration 115Q: 3 clusters Score -3307061 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3307073.250000 Penalty: 5081.405762
	Iteration 116Q: 3 clusters Score -3307073 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -3307106.500000 Penalty: 5081.405762
	Iteration 117Q: 3 clusters Score -3307106 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3307127.500000 Penalty: 5081.405762
	Iteration 118Q: 3 clusters Score -3307128 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3307155.250000 Penalty: 5081.405762
	Iteration 119Q: 3 clusters Score -3307155 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -3307191.500000 Penalty: 5081.405762
	Iteration 120F: 3 clusters Score -3307192 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -3307206.750000 Penalty: 5081.405762
	Iteration 121Q: 3 clusters Score -3307207 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3307230.250000 Penalty: 5081.405762
	Iteration 122Q: 3 clusters Score -3307230 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3307255.500000 Penalty: 5081.405762
	Iteration 123Q: 3 clusters Score -3307256 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -3307276.250000 Penalty: 5081.405762
	Iteration 124Q: 3 clusters Score -3307276 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3307306.000000 Penalty: 5081.405762
	Iteration 125Q: 3 clusters Score -3307306 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -3307325.000000 Penalty: 5081.405762
	Iteration 126Q: 3 clusters Score -3307325 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3307352.500000 Penalty: 5081.405762
	Iteration 127Q: 3 clusters Score -3307352 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3307382.250000 Penalty: 5081.405762
	Iteration 128Q: 3 clusters Score -3307382 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3307406.000000 Penalty: 5081.405762
	Iteration 129Q: 3 clusters Score -3307406 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3307474.750000 Penalty: 5081.405762
	Iteration 130Q: 3 clusters Score -3307475 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3307524.250000 Penalty: 5081.405762
	Iteration 131Q: 3 clusters Score -3307524 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3307561.750000 Penalty: 5081.405762
	Iteration 132Q: 3 clusters Score -3307562 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3307608.750000 Penalty: 5081.405762
	Iteration 133Q: 3 clusters Score -3307609 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3307643.250000 Penalty: 5081.405762
	Iteration 134Q: 3 clusters Score -3307643 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -3307711.500000 Penalty: 5081.405762
	Iteration 135Q: 3 clusters Score -3307712 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3307774.750000 Penalty: 5081.405762
	Iteration 136Q: 3 clusters Score -3307775 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3307837.250000 Penalty: 5081.405762
	Iteration 137Q: 3 clusters Score -3307837 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -3307921.250000 Penalty: 5081.405762
	Iteration 138Q: 3 clusters Score -3307921 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3308006.500000 Penalty: 5081.405762
	Iteration 139Q: 3 clusters Score -3308006 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3308099.750000 Penalty: 5081.405762
	Iteration 140F: 3 clusters Score -3308100 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3308199.750000 Penalty: 5081.405762
	Iteration 141Q: 3 clusters Score -3308200 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3308307.500000 Penalty: 5081.405762
	Iteration 142Q: 3 clusters Score -3308308 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3308398.000000 Penalty: 5081.405762
	Iteration 143Q: 3 clusters Score -3308398 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3308502.000000 Penalty: 5081.405762
	Iteration 144Q: 3 clusters Score -3308502 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3308590.750000 Penalty: 5081.405762
	Iteration 145Q: 3 clusters Score -3308591 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3308679.000000 Penalty: 5081.405762
	Iteration 146Q: 3 clusters Score -3308679 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3308735.000000 Penalty: 5081.405762
	Iteration 147Q: 3 clusters Score -3308735 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3308832.750000 Penalty: 5081.405762
	Iteration 148Q: 3 clusters Score -3308833 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3308917.500000 Penalty: 5081.405762
	Iteration 149Q: 3 clusters Score -3308918 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3308974.750000 Penalty: 5081.405762
	Iteration 150Q: 3 clusters Score -3308975 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -3309038.500000 Penalty: 5081.405762
	Iteration 151Q: 3 clusters Score -3309038 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3309094.000000 Penalty: 5081.405762
	Iteration 152Q: 3 clusters Score -3309094 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -3309147.250000 Penalty: 5081.405762
	Iteration 153Q: 3 clusters Score -3309147 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3309175.250000 Penalty: 5081.405762
	Iteration 154Q: 3 clusters Score -3309175 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3309211.000000 Penalty: 5081.405762
	Iteration 155Q: 3 clusters Score -3309211 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3309237.750000 Penalty: 5081.405762
	Iteration 156Q: 3 clusters Score -3309238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3309259.000000 Penalty: 5081.405762
	Iteration 157Q: 3 clusters Score -3309259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3309285.250000 Penalty: 5081.405762
	Iteration 158Q: 3 clusters Score -3309285 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3309305.500000 Penalty: 5081.405762
	Iteration 159Q: 3 clusters Score -3309306 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3309329.500000 Penalty: 5081.405762
	Iteration 160F: 3 clusters Score -3309330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3309346.500000 Penalty: 5081.405762
	Iteration 161Q: 3 clusters Score -3309346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3309366.000000 Penalty: 5081.405762
	Iteration 162Q: 3 clusters Score -3309366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3309371.750000 Penalty: 5081.405762
	Iteration 163Q: 3 clusters Score -3309372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3309384.250000 Penalty: 5081.405762
	Iteration 164Q: 3 clusters Score -3309384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3309395.500000 Penalty: 5081.405762
	Iteration 165Q: 3 clusters Score -3309396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -3309406.250000 Penalty: 5081.405762
	Iteration 166Q: 3 clusters Score -3309406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3309413.250000 Penalty: 5081.405762
	Iteration 167Q: 3 clusters Score -3309413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3309423.500000 Penalty: 5081.405762
	Iteration 168Q: 3 clusters Score -3309424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3309431.000000 Penalty: 5081.405762
	Iteration 169Q: 3 clusters Score -3309431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3309431.750000 Penalty: 5081.405762
	Iteration 170Q: 3 clusters Score -3309432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -3309437.500000 Penalty: 5081.405762
	Iteration 171Q: 3 clusters Score -3309438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3309440.500000 Penalty: 5081.405762
	Iteration 172Q: 3 clusters Score -3309440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3309446.500000 Penalty: 5081.405762
	Iteration 173Q: 3 clusters Score -3309446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -3309451.250000 Penalty: 5081.405762
	Iteration 174Q: 3 clusters Score -3309451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3309451.500000 Penalty: 5081.405762
	Iteration 175Q: 3 clusters Score -3309452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3309449.750000 Penalty: 5081.405762
	Iteration 176Q: 3 clusters Score -3309450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3309451.500000 Penalty: 5081.405762
	Iteration 177Q: 3 clusters Score -3309452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3309454.500000 Penalty: 5081.405762
	Iteration 178Q: 3 clusters Score -3309454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3309457.500000 Penalty: 5081.405762
	Iteration 179Q: 3 clusters Score -3309458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3309456.000000 Penalty: 5081.405762
	Iteration 180F: 3 clusters Score -3309456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3309456.250000 Penalty: 5081.405762
	Iteration 181Q: 3 clusters Score -3309456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3309456.500000 Penalty: 5081.405762
	Iteration 182Q: 3 clusters Score -3309456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3309456.250000 Penalty: 5081.405762
	Iteration 183Q: 3 clusters Score -3309456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3309459.500000 Penalty: 5081.405762
	Iteration 184Q: 3 clusters Score -3309460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3309460.250000 Penalty: 5081.405762
	Iteration 185Q: 3 clusters Score -3309460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3309462.750000 Penalty: 5081.405762
	Iteration 186Q: 3 clusters Score -3309463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3309466.000000 Penalty: 5081.405762
	Iteration 187Q: 3 clusters Score -3309466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3309466.500000 Penalty: 5081.405762
	Iteration 188Q: 3 clusters Score -3309466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3309464.250000 Penalty: 5081.405762
	Iteration 189Q: 3 clusters Score -3309464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3309468.500000 Penalty: 5081.405762
	Iteration 190Q: 3 clusters Score -3309468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3309471.250000 Penalty: 5081.405762
	Iteration 191Q: 3 clusters Score -3309471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3309468.500000 Penalty: 5081.405762
	Iteration 192Q: 3 clusters Score -3309468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3309468.500000 Penalty: 5081.405762
	Iteration 193F: 3 clusters Score -3309468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -60548.015625 Penalty: 1574.586548
	Iteration 0F: 2 clusters Score -60548.02 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 275 members 
Entering Unmasked Estep 
Score: -59000.843750 Penalty: 3149.173096
	Iteration 0F: 3 clusters Score -59000.84 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59186.066406 Penalty: 3149.173096
	Iteration 1F: 3 clusters Score -59186.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59250.683594 Penalty: 3149.173096
	Iteration 2F: 3 clusters Score -59250.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59271.261719 Penalty: 3149.173096
	Iteration 3Q: 3 clusters Score -59271.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59280.101562 Penalty: 3149.173096
	Iteration 4Q: 3 clusters Score -59280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59284.902344 Penalty: 3149.173096
	Iteration 5Q: 3 clusters Score -59284.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59292.296875 Penalty: 3149.173096
	Iteration 6Q: 3 clusters Score -59292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59298.843750 Penalty: 3149.173096
	Iteration 7Q: 3 clusters Score -59298.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59302.363281 Penalty: 3149.173096
	Iteration 8Q: 3 clusters Score -59302.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59303.562500 Penalty: 3149.173096
	Iteration 9Q: 3 clusters Score -59303.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59305.625000 Penalty: 3149.173096
	Iteration 10Q: 3 clusters Score -59305.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59305.625000 Penalty: 3149.173096
	Iteration 11F: 3 clusters Score -59305.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Entering Unmasked Estep 
Score: -2896478.500000 Penalty: 2508.340088
	Iteration 0F: 2 clusters Score -2896478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2879343.250000 Penalty: 5016.680176
	Iteration 0F: 3 clusters Score -2879343 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2885247.000000 Penalty: 5016.680176
	Iteration 1F: 3 clusters Score -2885247 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2885676.250000 Penalty: 5016.680176
	Iteration 2Q: 3 clusters Score -2885676 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2886102.500000 Penalty: 5016.680176
	Iteration 3Q: 3 clusters Score -2886102 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2886521.750000 Penalty: 5016.680176
	Iteration 4Q: 3 clusters Score -2886522 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2886970.250000 Penalty: 5016.680176
	Iteration 5Q: 3 clusters Score -2886970 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2887475.250000 Penalty: 5016.680176
	Iteration 6Q: 3 clusters Score -2887475 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2888028.250000 Penalty: 5016.680176
	Iteration 7Q: 3 clusters Score -2888028 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2888632.000000 Penalty: 5016.680176
	Iteration 8Q: 3 clusters Score -2888632 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2889314.250000 Penalty: 5016.680176
	Iteration 9Q: 3 clusters Score -2889314 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2890062.500000 Penalty: 5016.680176
	Iteration 10F: 3 clusters Score -2890062 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2890892.750000 Penalty: 5016.680176
	Iteration 11F: 3 clusters Score -2890893 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2891669.250000 Penalty: 5016.680176
	Iteration 12Q: 3 clusters Score -2891669 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2892242.000000 Penalty: 5016.680176
	Iteration 13Q: 3 clusters Score -2892242 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2892579.000000 Penalty: 5016.680176
	Iteration 14Q: 3 clusters Score -2892579 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2892785.250000 Penalty: 5016.680176
	Iteration 15Q: 3 clusters Score -2892785 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2892929.000000 Penalty: 5016.680176
	Iteration 16Q: 3 clusters Score -2892929 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2893033.750000 Penalty: 5016.680176
	Iteration 17Q: 3 clusters Score -2893034 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2893102.500000 Penalty: 5016.680176
	Iteration 18Q: 3 clusters Score -2893102 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2893161.500000 Penalty: 5016.680176
	Iteration 19Q: 3 clusters Score -2893162 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2893210.000000 Penalty: 5016.680176
	Iteration 20F: 3 clusters Score -2893210 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2893242.250000 Penalty: 5016.680176
	Iteration 21Q: 3 clusters Score -2893242 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2893265.500000 Penalty: 5016.680176
	Iteration 22Q: 3 clusters Score -2893266 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2893296.750000 Penalty: 5016.680176
	Iteration 23Q: 3 clusters Score -2893297 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2893327.500000 Penalty: 5016.680176
	Iteration 24Q: 3 clusters Score -2893328 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2893357.000000 Penalty: 5016.680176
	Iteration 25Q: 3 clusters Score -2893357 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2893399.250000 Penalty: 5016.680176
	Iteration 26Q: 3 clusters Score -2893399 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2893437.500000 Penalty: 5016.680176
	Iteration 27Q: 3 clusters Score -2893438 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2893487.750000 Penalty: 5016.680176
	Iteration 28Q: 3 clusters Score -2893488 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2893522.750000 Penalty: 5016.680176
	Iteration 29Q: 3 clusters Score -2893523 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2893548.750000 Penalty: 5016.680176
	Iteration 30Q: 3 clusters Score -2893549 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2893590.750000 Penalty: 5016.680176
	Iteration 31Q: 3 clusters Score -2893591 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2893624.750000 Penalty: 5016.680176
	Iteration 32Q: 3 clusters Score -2893625 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2893662.000000 Penalty: 5016.680176
	Iteration 33Q: 3 clusters Score -2893662 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2893681.250000 Penalty: 5016.680176
	Iteration 34Q: 3 clusters Score -2893681 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2893701.750000 Penalty: 5016.680176
	Iteration 35Q: 3 clusters Score -2893702 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2893742.000000 Penalty: 5016.680176
	Iteration 36Q: 3 clusters Score -2893742 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2893778.250000 Penalty: 5016.680176
	Iteration 37Q: 3 clusters Score -2893778 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2893803.250000 Penalty: 5016.680176
	Iteration 38Q: 3 clusters Score -2893803 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2893845.000000 Penalty: 5016.680176
	Iteration 39Q: 3 clusters Score -2893845 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2893882.000000 Penalty: 5016.680176
	Iteration 40F: 3 clusters Score -2893882 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2893904.250000 Penalty: 5016.680176
	Iteration 41Q: 3 clusters Score -2893904 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2893934.000000 Penalty: 5016.680176
	Iteration 42Q: 3 clusters Score -2893934 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2893962.000000 Penalty: 5016.680176
	Iteration 43Q: 3 clusters Score -2893962 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2893986.500000 Penalty: 5016.680176
	Iteration 44Q: 3 clusters Score -2893986 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2894021.750000 Penalty: 5016.680176
	Iteration 45Q: 3 clusters Score -2894022 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2894052.000000 Penalty: 5016.680176
	Iteration 46Q: 3 clusters Score -2894052 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2894094.000000 Penalty: 5016.680176
	Iteration 47Q: 3 clusters Score -2894094 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2894125.500000 Penalty: 5016.680176
	Iteration 48Q: 3 clusters Score -2894126 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2894156.750000 Penalty: 5016.680176
	Iteration 49Q: 3 clusters Score -2894157 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2894180.000000 Penalty: 5016.680176
	Iteration 50Q: 3 clusters Score -2894180 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2894209.250000 Penalty: 5016.680176
	Iteration 51Q: 3 clusters Score -2894209 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2894222.750000 Penalty: 5016.680176
	Iteration 52Q: 3 clusters Score -2894223 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2894253.000000 Penalty: 5016.680176
	Iteration 53Q: 3 clusters Score -2894253 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2894283.750000 Penalty: 5016.680176
	Iteration 54Q: 3 clusters Score -2894284 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2894321.000000 Penalty: 5016.680176
	Iteration 55Q: 3 clusters Score -2894321 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2894353.500000 Penalty: 5016.680176
	Iteration 56Q: 3 clusters Score -2894354 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2894371.750000 Penalty: 5016.680176
	Iteration 57Q: 3 clusters Score -2894372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2894396.500000 Penalty: 5016.680176
	Iteration 58Q: 3 clusters Score -2894396 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2894418.250000 Penalty: 5016.680176
	Iteration 59Q: 3 clusters Score -2894418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2894435.250000 Penalty: 5016.680176
	Iteration 60F: 3 clusters Score -2894435 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2894441.750000 Penalty: 5016.680176
	Iteration 61Q: 3 clusters Score -2894442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2894450.250000 Penalty: 5016.680176
	Iteration 62Q: 3 clusters Score -2894450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2894459.000000 Penalty: 5016.680176
	Iteration 63Q: 3 clusters Score -2894459 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2894478.250000 Penalty: 5016.680176
	Iteration 64Q: 3 clusters Score -2894478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2894494.250000 Penalty: 5016.680176
	Iteration 65Q: 3 clusters Score -2894494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2894501.000000 Penalty: 5016.680176
	Iteration 66Q: 3 clusters Score -2894501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2894503.500000 Penalty: 5016.680176
	Iteration 67Q: 3 clusters Score -2894504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2894505.750000 Penalty: 5016.680176
	Iteration 68Q: 3 clusters Score -2894506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2894517.000000 Penalty: 5016.680176
	Iteration 69Q: 3 clusters Score -2894517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2894527.250000 Penalty: 5016.680176
	Iteration 70Q: 3 clusters Score -2894527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2894538.500000 Penalty: 5016.680176
	Iteration 71Q: 3 clusters Score -2894538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2894539.000000 Penalty: 5016.680176
	Iteration 72Q: 3 clusters Score -2894539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2894553.500000 Penalty: 5016.680176
	Iteration 73Q: 3 clusters Score -2894554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2894556.250000 Penalty: 5016.680176
	Iteration 74Q: 3 clusters Score -2894556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2894560.000000 Penalty: 5016.680176
	Iteration 75Q: 3 clusters Score -2894560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2894570.750000 Penalty: 5016.680176
	Iteration 76Q: 3 clusters Score -2894571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2894575.750000 Penalty: 5016.680176
	Iteration 77Q: 3 clusters Score -2894576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2894584.750000 Penalty: 5016.680176
	Iteration 78Q: 3 clusters Score -2894585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2894586.500000 Penalty: 5016.680176
	Iteration 79Q: 3 clusters Score -2894586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2894593.000000 Penalty: 5016.680176
	Iteration 80F: 3 clusters Score -2894593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2894603.250000 Penalty: 5016.680176
	Iteration 81Q: 3 clusters Score -2894603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2894619.250000 Penalty: 5016.680176
	Iteration 82Q: 3 clusters Score -2894619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2894621.000000 Penalty: 5016.680176
	Iteration 83Q: 3 clusters Score -2894621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2894634.500000 Penalty: 5016.680176
	Iteration 84Q: 3 clusters Score -2894634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2894643.250000 Penalty: 5016.680176
	Iteration 85Q: 3 clusters Score -2894643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2894656.500000 Penalty: 5016.680176
	Iteration 86Q: 3 clusters Score -2894656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2894668.500000 Penalty: 5016.680176
	Iteration 87Q: 3 clusters Score -2894668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2894685.500000 Penalty: 5016.680176
	Iteration 88Q: 3 clusters Score -2894686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2894694.000000 Penalty: 5016.680176
	Iteration 89Q: 3 clusters Score -2894694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2894702.250000 Penalty: 5016.680176
	Iteration 90Q: 3 clusters Score -2894702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2894713.500000 Penalty: 5016.680176
	Iteration 91Q: 3 clusters Score -2894714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2894729.250000 Penalty: 5016.680176
	Iteration 92Q: 3 clusters Score -2894729 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2894735.750000 Penalty: 5016.680176
	Iteration 93Q: 3 clusters Score -2894736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2894757.750000 Penalty: 5016.680176
	Iteration 94Q: 3 clusters Score -2894758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2894775.000000 Penalty: 5016.680176
	Iteration 95Q: 3 clusters Score -2894775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2894796.750000 Penalty: 5016.680176
	Iteration 96Q: 3 clusters Score -2894797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2894807.000000 Penalty: 5016.680176
	Iteration 97Q: 3 clusters Score -2894807 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2894823.500000 Penalty: 5016.680176
	Iteration 98Q: 3 clusters Score -2894824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2894845.000000 Penalty: 5016.680176
	Iteration 99Q: 3 clusters Score -2894845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2894857.250000 Penalty: 5016.680176
	Iteration 100F: 3 clusters Score -2894857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2894864.750000 Penalty: 5016.680176
	Iteration 101Q: 3 clusters Score -2894865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2894872.000000 Penalty: 5016.680176
	Iteration 102Q: 3 clusters Score -2894872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2894867.750000 Penalty: 5016.680176
	Iteration 103Q: 3 clusters Score -2894868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2894874.500000 Penalty: 5016.680176
	Iteration 104Q: 3 clusters Score -2894874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2894880.000000 Penalty: 5016.680176
	Iteration 105Q: 3 clusters Score -2894880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2894880.000000 Penalty: 5016.680176
	Iteration 106Q: 3 clusters Score -2894880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2894883.250000 Penalty: 5016.680176
	Iteration 107Q: 3 clusters Score -2894883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2894888.500000 Penalty: 5016.680176
	Iteration 108Q: 3 clusters Score -2894888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2894890.500000 Penalty: 5016.680176
	Iteration 109Q: 3 clusters Score -2894890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2894895.500000 Penalty: 5016.680176
	Iteration 110Q: 3 clusters Score -2894896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2894896.250000 Penalty: 5016.680176
	Iteration 111Q: 3 clusters Score -2894896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2894900.000000 Penalty: 5016.680176
	Iteration 112Q: 3 clusters Score -2894900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2894898.500000 Penalty: 5016.680176
	Iteration 113Q: 3 clusters Score -2894898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2894900.750000 Penalty: 5016.680176
	Iteration 114Q: 3 clusters Score -2894901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2894903.500000 Penalty: 5016.680176
	Iteration 115Q: 3 clusters Score -2894904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2894907.750000 Penalty: 5016.680176
	Iteration 116Q: 3 clusters Score -2894908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2894908.250000 Penalty: 5016.680176
	Iteration 117Q: 3 clusters Score -2894908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2894909.500000 Penalty: 5016.680176
	Iteration 118Q: 3 clusters Score -2894910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2894908.250000 Penalty: 5016.680176
	Iteration 119Q: 3 clusters Score -2894908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2894910.500000 Penalty: 5016.680176
	Iteration 120F: 3 clusters Score -2894910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Entering Unmasked Estep 
Score: -3354098.750000 Penalty: 2547.510498
	Iteration 0F: 2 clusters Score -3354099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3334327.750000 Penalty: 5095.020996
	Iteration 0F: 3 clusters Score -3334328 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3341297.000000 Penalty: 5095.020996
	Iteration 1F: 3 clusters Score -3341297 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3341747.500000 Penalty: 5095.020996
	Iteration 2Q: 3 clusters Score -3341748 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3342129.000000 Penalty: 5095.020996
	Iteration 3Q: 3 clusters Score -3342129 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3342496.750000 Penalty: 5095.020996
	Iteration 4Q: 3 clusters Score -3342497 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3342971.750000 Penalty: 5095.020996
	Iteration 5Q: 3 clusters Score -3342972 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3343641.500000 Penalty: 5095.020996
	Iteration 6Q: 3 clusters Score -3343642 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3344625.000000 Penalty: 5095.020996
	Iteration 7F: 3 clusters Score -3344625 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -3346068.750000 Penalty: 5095.020996
	Iteration 8F: 3 clusters Score -3346069 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -3347826.000000 Penalty: 5095.020996
	Iteration 9F: 3 clusters Score -3347826 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3349651.750000 Penalty: 5095.020996
	Iteration 10F: 3 clusters Score -3349652 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3351143.500000 Penalty: 5095.020996
	Iteration 11Q: 3 clusters Score -3351144 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3352112.750000 Penalty: 5095.020996
	Iteration 12Q: 3 clusters Score -3352113 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3352654.000000 Penalty: 5095.020996
	Iteration 13Q: 3 clusters Score -3352654 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3352893.250000 Penalty: 5095.020996
	Iteration 14Q: 3 clusters Score -3352893 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3352977.500000 Penalty: 5095.020996
	Iteration 15Q: 3 clusters Score -3352978 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3353017.750000 Penalty: 5095.020996
	Iteration 16Q: 3 clusters Score -3353018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3353038.500000 Penalty: 5095.020996
	Iteration 17Q: 3 clusters Score -3353038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3353047.750000 Penalty: 5095.020996
	Iteration 18Q: 3 clusters Score -3353048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3353056.750000 Penalty: 5095.020996
	Iteration 19Q: 3 clusters Score -3353057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3353061.250000 Penalty: 5095.020996
	Iteration 20F: 3 clusters Score -3353061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3353056.750000 Penalty: 5095.020996
	Iteration 21Q: 3 clusters Score -3353057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3353057.250000 Penalty: 5095.020996
	Iteration 22Q: 3 clusters Score -3353057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3353056.000000 Penalty: 5095.020996
	Iteration 23Q: 3 clusters Score -3353056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3353057.000000 Penalty: 5095.020996
	Iteration 24Q: 3 clusters Score -3353057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3353057.000000 Penalty: 5095.020996
	Iteration 25F: 3 clusters Score -3353057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Entering Unmasked Estep 
Score: -692591.562500 Penalty: 2156.900391
	Iteration 0F: 2 clusters Score -692591.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -687423.125000 Penalty: 4313.800781
	Iteration 0F: 3 clusters Score -687423.1 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -688715.125000 Penalty: 4313.800781
	Iteration 1F: 3 clusters Score -688715.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -688934.250000 Penalty: 4313.800781
	Iteration 2F: 3 clusters Score -688934.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -689060.812500 Penalty: 4313.800781
	Iteration 3Q: 3 clusters Score -689060.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -689157.062500 Penalty: 4313.800781
	Iteration 4Q: 3 clusters Score -689157.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -689218.875000 Penalty: 4313.800781
	Iteration 5Q: 3 clusters Score -689218.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -689259.937500 Penalty: 4313.800781
	Iteration 6Q: 3 clusters Score -689259.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -689289.000000 Penalty: 4313.800781
	Iteration 7Q: 3 clusters Score -689289 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -689319.437500 Penalty: 4313.800781
	Iteration 8Q: 3 clusters Score -689319.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -689346.625000 Penalty: 4313.800781
	Iteration 9Q: 3 clusters Score -689346.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -689371.500000 Penalty: 4313.800781
	Iteration 10Q: 3 clusters Score -689371.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -689397.250000 Penalty: 4313.800781
	Iteration 11Q: 3 clusters Score -689397.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -689432.187500 Penalty: 4313.800781
	Iteration 12Q: 3 clusters Score -689432.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -689468.062500 Penalty: 4313.800781
	Iteration 13Q: 3 clusters Score -689468.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -689505.312500 Penalty: 4313.800781
	Iteration 14Q: 3 clusters Score -689505.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -689532.250000 Penalty: 4313.800781
	Iteration 15Q: 3 clusters Score -689532.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -689547.187500 Penalty: 4313.800781
	Iteration 16Q: 3 clusters Score -689547.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -689571.375000 Penalty: 4313.800781
	Iteration 17Q: 3 clusters Score -689571.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -689598.437500 Penalty: 4313.800781
	Iteration 18Q: 3 clusters Score -689598.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -689627.250000 Penalty: 4313.800781
	Iteration 19Q: 3 clusters Score -689627.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -689656.937500 Penalty: 4313.800781
	Iteration 20F: 3 clusters Score -689656.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -689684.000000 Penalty: 4313.800781
	Iteration 21Q: 3 clusters Score -689684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -689714.875000 Penalty: 4313.800781
	Iteration 22Q: 3 clusters Score -689714.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -689743.875000 Penalty: 4313.800781
	Iteration 23Q: 3 clusters Score -689743.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -689772.750000 Penalty: 4313.800781
	Iteration 24Q: 3 clusters Score -689772.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -689802.125000 Penalty: 4313.800781
	Iteration 25Q: 3 clusters Score -689802.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -689825.312500 Penalty: 4313.800781
	Iteration 26Q: 3 clusters Score -689825.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -689853.375000 Penalty: 4313.800781
	Iteration 27Q: 3 clusters Score -689853.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -689886.750000 Penalty: 4313.800781
	Iteration 28Q: 3 clusters Score -689886.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -689919.750000 Penalty: 4313.800781
	Iteration 29Q: 3 clusters Score -689919.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -689951.062500 Penalty: 4313.800781
	Iteration 30Q: 3 clusters Score -689951.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -689976.250000 Penalty: 4313.800781
	Iteration 31Q: 3 clusters Score -689976.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -689992.937500 Penalty: 4313.800781
	Iteration 32Q: 3 clusters Score -689992.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -690006.125000 Penalty: 4313.800781
	Iteration 33Q: 3 clusters Score -690006.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -690019.437500 Penalty: 4313.800781
	Iteration 34Q: 3 clusters Score -690019.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -690034.812500 Penalty: 4313.800781
	Iteration 35Q: 3 clusters Score -690034.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -690052.062500 Penalty: 4313.800781
	Iteration 36Q: 3 clusters Score -690052.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -690071.187500 Penalty: 4313.800781
	Iteration 37Q: 3 clusters Score -690071.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -690099.625000 Penalty: 4313.800781
	Iteration 38Q: 3 clusters Score -690099.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -690124.625000 Penalty: 4313.800781
	Iteration 39Q: 3 clusters Score -690124.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -690145.250000 Penalty: 4313.800781
	Iteration 40F: 3 clusters Score -690145.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -690164.125000 Penalty: 4313.800781
	Iteration 41Q: 3 clusters Score -690164.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -690184.625000 Penalty: 4313.800781
	Iteration 42Q: 3 clusters Score -690184.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -690204.250000 Penalty: 4313.800781
	Iteration 43Q: 3 clusters Score -690204.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -690224.250000 Penalty: 4313.800781
	Iteration 44Q: 3 clusters Score -690224.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -690235.000000 Penalty: 4313.800781
	Iteration 45Q: 3 clusters Score -690235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -690243.562500 Penalty: 4313.800781
	Iteration 46Q: 3 clusters Score -690243.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -690252.437500 Penalty: 4313.800781
	Iteration 47Q: 3 clusters Score -690252.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -690260.375000 Penalty: 4313.800781
	Iteration 48Q: 3 clusters Score -690260.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -690263.562500 Penalty: 4313.800781
	Iteration 49Q: 3 clusters Score -690263.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -690266.812500 Penalty: 4313.800781
	Iteration 50Q: 3 clusters Score -690266.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -690270.687500 Penalty: 4313.800781
	Iteration 51Q: 3 clusters Score -690270.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -690274.500000 Penalty: 4313.800781
	Iteration 52Q: 3 clusters Score -690274.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -690276.812500 Penalty: 4313.800781
	Iteration 53Q: 3 clusters Score -690276.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -690281.000000 Penalty: 4313.800781
	Iteration 54Q: 3 clusters Score -690281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -690281.937500 Penalty: 4313.800781
	Iteration 55Q: 3 clusters Score -690281.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -690286.437500 Penalty: 4313.800781
	Iteration 56Q: 3 clusters Score -690286.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -690290.875000 Penalty: 4313.800781
	Iteration 57Q: 3 clusters Score -690290.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -690293.500000 Penalty: 4313.800781
	Iteration 58Q: 3 clusters Score -690293.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -690295.750000 Penalty: 4313.800781
	Iteration 59Q: 3 clusters Score -690295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -690297.375000 Penalty: 4313.800781
	Iteration 60F: 3 clusters Score -690297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -690300.437500 Penalty: 4313.800781
	Iteration 61Q: 3 clusters Score -690300.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -690301.500000 Penalty: 4313.800781
	Iteration 62Q: 3 clusters Score -690301.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -690302.625000 Penalty: 4313.800781
	Iteration 63Q: 3 clusters Score -690302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -690305.250000 Penalty: 4313.800781
	Iteration 64Q: 3 clusters Score -690305.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -690308.375000 Penalty: 4313.800781
	Iteration 65Q: 3 clusters Score -690308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -690308.437500 Penalty: 4313.800781
	Iteration 66Q: 3 clusters Score -690308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -690310.562500 Penalty: 4313.800781
	Iteration 67Q: 3 clusters Score -690310.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -690309.437500 Penalty: 4313.800781
	Iteration 68Q: 3 clusters Score -690309.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -690313.250000 Penalty: 4313.800781
	Iteration 69Q: 3 clusters Score -690313.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -690313.437500 Penalty: 4313.800781
	Iteration 70Q: 3 clusters Score -690313.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -690312.875000 Penalty: 4313.800781
	Iteration 71Q: 3 clusters Score -690312.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -690313.937500 Penalty: 4313.800781
	Iteration 72Q: 3 clusters Score -690313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -690314.312500 Penalty: 4313.800781
	Iteration 73Q: 3 clusters Score -690314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -690315.437500 Penalty: 4313.800781
	Iteration 74Q: 3 clusters Score -690315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -690316.062500 Penalty: 4313.800781
	Iteration 75Q: 3 clusters Score -690316.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -690315.312500 Penalty: 4313.800781
	Iteration 76Q: 3 clusters Score -690315.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -690316.312500 Penalty: 4313.800781
	Iteration 77Q: 3 clusters Score -690316.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -690316.125000 Penalty: 4313.800781
	Iteration 78Q: 3 clusters Score -690316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -690315.625000 Penalty: 4313.800781
	Iteration 79Q: 3 clusters Score -690315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -690314.687500 Penalty: 4313.800781
	Iteration 80F: 3 clusters Score -690314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -690315.250000 Penalty: 4313.800781
	Iteration 81Q: 3 clusters Score -690315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -690319.875000 Penalty: 4313.800781
	Iteration 82Q: 3 clusters Score -690319.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -690321.937500 Penalty: 4313.800781
	Iteration 83Q: 3 clusters Score -690321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -690323.687500 Penalty: 4313.800781
	Iteration 84Q: 3 clusters Score -690323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -690324.625000 Penalty: 4313.800781
	Iteration 85Q: 3 clusters Score -690324.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -690325.125000 Penalty: 4313.800781
	Iteration 86Q: 3 clusters Score -690325.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -690326.875000 Penalty: 4313.800781
	Iteration 87Q: 3 clusters Score -690326.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -690327.937500 Penalty: 4313.800781
	Iteration 88Q: 3 clusters Score -690327.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -690328.500000 Penalty: 4313.800781
	Iteration 89Q: 3 clusters Score -690328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -690330.125000 Penalty: 4313.800781
	Iteration 90Q: 3 clusters Score -690330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -690331.187500 Penalty: 4313.800781
	Iteration 91Q: 3 clusters Score -690331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -690331.875000 Penalty: 4313.800781
	Iteration 92Q: 3 clusters Score -690331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -690332.875000 Penalty: 4313.800781
	Iteration 93Q: 3 clusters Score -690332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -690332.375000 Penalty: 4313.800781
	Iteration 94Q: 3 clusters Score -690332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -690333.500000 Penalty: 4313.800781
	Iteration 95Q: 3 clusters Score -690333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -690333.000000 Penalty: 4313.800781
	Iteration 96Q: 3 clusters Score -690333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -690333.812500 Penalty: 4313.800781
	Iteration 97Q: 3 clusters Score -690333.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -690333.625000 Penalty: 4313.800781
	Iteration 98Q: 3 clusters Score -690333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -690335.500000 Penalty: 4313.800781
	Iteration 99Q: 3 clusters Score -690335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -690334.750000 Penalty: 4313.800781
	Iteration 100F: 3 clusters Score -690334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -690335.562500 Penalty: 4313.800781
	Iteration 101Q: 3 clusters Score -690335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -690335.500000 Penalty: 4313.800781
	Iteration 102Q: 3 clusters Score -690335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -690335.500000 Penalty: 4313.800781
	Iteration 103F: 3 clusters Score -690335.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Entering Unmasked Estep 
Score: -3269595.250000 Penalty: 2538.240234
	Iteration 0F: 2 clusters Score -3269595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3250514.250000 Penalty: 5076.480469
	Iteration 0F: 3 clusters Score -3250514 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3257059.250000 Penalty: 5076.480469
	Iteration 1F: 3 clusters Score -3257059 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3257477.250000 Penalty: 5076.480469
	Iteration 2Q: 3 clusters Score -3257477 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3257961.250000 Penalty: 5076.480469
	Iteration 3Q: 3 clusters Score -3257961 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3258582.250000 Penalty: 5076.480469
	Iteration 4Q: 3 clusters Score -3258582 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3259486.750000 Penalty: 5076.480469
	Iteration 5Q: 3 clusters Score -3259487 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3260703.750000 Penalty: 5076.480469
	Iteration 6F: 3 clusters Score -3260704 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3262093.000000 Penalty: 5076.480469
	Iteration 7F: 3 clusters Score -3262093 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3263454.250000 Penalty: 5076.480469
	Iteration 8F: 3 clusters Score -3263454 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3264592.500000 Penalty: 5076.480469
	Iteration 9F: 3 clusters Score -3264592 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3265400.500000 Penalty: 5076.480469
	Iteration 10F: 3 clusters Score -3265400 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3265826.250000 Penalty: 5076.480469
	Iteration 11Q: 3 clusters Score -3265826 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -3266060.000000 Penalty: 5076.480469
	Iteration 12Q: 3 clusters Score -3266060 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3266137.000000 Penalty: 5076.480469
	Iteration 13Q: 3 clusters Score -3266137 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3266201.000000 Penalty: 5076.480469
	Iteration 14Q: 3 clusters Score -3266201 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3266281.500000 Penalty: 5076.480469
	Iteration 15Q: 3 clusters Score -3266282 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3266347.500000 Penalty: 5076.480469
	Iteration 16Q: 3 clusters Score -3266348 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3266402.500000 Penalty: 5076.480469
	Iteration 17Q: 3 clusters Score -3266402 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3266470.500000 Penalty: 5076.480469
	Iteration 18Q: 3 clusters Score -3266470 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -3266556.250000 Penalty: 5076.480469
	Iteration 19Q: 3 clusters Score -3266556 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3266668.500000 Penalty: 5076.480469
	Iteration 20F: 3 clusters Score -3266668 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3266769.000000 Penalty: 5076.480469
	Iteration 21Q: 3 clusters Score -3266769 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3266906.000000 Penalty: 5076.480469
	Iteration 22Q: 3 clusters Score -3266906 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3267055.250000 Penalty: 5076.480469
	Iteration 23Q: 3 clusters Score -3267055 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3267180.500000 Penalty: 5076.480469
	Iteration 24Q: 3 clusters Score -3267180 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3267282.750000 Penalty: 5076.480469
	Iteration 25Q: 3 clusters Score -3267283 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3267363.500000 Penalty: 5076.480469
	Iteration 26Q: 3 clusters Score -3267364 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3267445.500000 Penalty: 5076.480469
	Iteration 27Q: 3 clusters Score -3267446 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3267522.250000 Penalty: 5076.480469
	Iteration 28Q: 3 clusters Score -3267522 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3267600.500000 Penalty: 5076.480469
	Iteration 29Q: 3 clusters Score -3267600 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3267677.750000 Penalty: 5076.480469
	Iteration 30Q: 3 clusters Score -3267678 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -3267743.250000 Penalty: 5076.480469
	Iteration 31Q: 3 clusters Score -3267743 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3267804.500000 Penalty: 5076.480469
	Iteration 32Q: 3 clusters Score -3267804 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -3267859.250000 Penalty: 5076.480469
	Iteration 33Q: 3 clusters Score -3267859 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3267931.250000 Penalty: 5076.480469
	Iteration 34Q: 3 clusters Score -3267931 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3267987.500000 Penalty: 5076.480469
	Iteration 35Q: 3 clusters Score -3267988 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3268024.500000 Penalty: 5076.480469
	Iteration 36Q: 3 clusters Score -3268024 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3268062.500000 Penalty: 5076.480469
	Iteration 37Q: 3 clusters Score -3268062 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3268109.250000 Penalty: 5076.480469
	Iteration 38Q: 3 clusters Score -3268109 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3268138.250000 Penalty: 5076.480469
	Iteration 39Q: 3 clusters Score -3268138 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3268181.750000 Penalty: 5076.480469
	Iteration 40F: 3 clusters Score -3268182 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -3268205.250000 Penalty: 5076.480469
	Iteration 41Q: 3 clusters Score -3268205 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3268255.750000 Penalty: 5076.480469
	Iteration 42Q: 3 clusters Score -3268256 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3268260.500000 Penalty: 5076.480469
	Iteration 43Q: 3 clusters Score -3268260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3268291.250000 Penalty: 5076.480469
	Iteration 44Q: 3 clusters Score -3268291 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3268339.000000 Penalty: 5076.480469
	Iteration 45Q: 3 clusters Score -3268339 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3268362.500000 Penalty: 5076.480469
	Iteration 46Q: 3 clusters Score -3268362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3268384.750000 Penalty: 5076.480469
	Iteration 47Q: 3 clusters Score -3268385 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3268391.750000 Penalty: 5076.480469
	Iteration 48Q: 3 clusters Score -3268392 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3268407.250000 Penalty: 5076.480469
	Iteration 49Q: 3 clusters Score -3268407 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3268416.000000 Penalty: 5076.480469
	Iteration 50Q: 3 clusters Score -3268416 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3268447.500000 Penalty: 5076.480469
	Iteration 51Q: 3 clusters Score -3268448 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3268457.250000 Penalty: 5076.480469
	Iteration 52Q: 3 clusters Score -3268457 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3268469.250000 Penalty: 5076.480469
	Iteration 53Q: 3 clusters Score -3268469 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3268476.500000 Penalty: 5076.480469
	Iteration 54Q: 3 clusters Score -3268476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3268486.250000 Penalty: 5076.480469
	Iteration 55Q: 3 clusters Score -3268486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3268493.250000 Penalty: 5076.480469
	Iteration 56Q: 3 clusters Score -3268493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3268498.250000 Penalty: 5076.480469
	Iteration 57Q: 3 clusters Score -3268498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3268504.250000 Penalty: 5076.480469
	Iteration 58Q: 3 clusters Score -3268504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3268503.750000 Penalty: 5076.480469
	Iteration 59Q: 3 clusters Score -3268504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3268504.000000 Penalty: 5076.480469
	Iteration 60F: 3 clusters Score -3268504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3268505.000000 Penalty: 5076.480469
	Iteration 61Q: 3 clusters Score -3268505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3268511.000000 Penalty: 5076.480469
	Iteration 62Q: 3 clusters Score -3268511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3268505.750000 Penalty: 5076.480469
	Iteration 63Q: 3 clusters Score -3268506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3268507.500000 Penalty: 5076.480469
	Iteration 64Q: 3 clusters Score -3268508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3268509.000000 Penalty: 5076.480469
	Iteration 65Q: 3 clusters Score -3268509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3268511.500000 Penalty: 5076.480469
	Iteration 66Q: 3 clusters Score -3268512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -3268515.750000 Penalty: 5076.480469
	Iteration 67Q: 3 clusters Score -3268516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3268516.250000 Penalty: 5076.480469
	Iteration 68Q: 3 clusters Score -3268516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3268519.750000 Penalty: 5076.480469
	Iteration 69Q: 3 clusters Score -3268520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3268518.500000 Penalty: 5076.480469
	Iteration 70Q: 3 clusters Score -3268518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3268525.250000 Penalty: 5076.480469
	Iteration 71Q: 3 clusters Score -3268525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3268530.000000 Penalty: 5076.480469
	Iteration 72Q: 3 clusters Score -3268530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3268528.750000 Penalty: 5076.480469
	Iteration 73Q: 3 clusters Score -3268529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3268529.250000 Penalty: 5076.480469
	Iteration 74Q: 3 clusters Score -3268529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3268533.500000 Penalty: 5076.480469
	Iteration 75Q: 3 clusters Score -3268534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3268533.250000 Penalty: 5076.480469
	Iteration 76Q: 3 clusters Score -3268533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3268532.750000 Penalty: 5076.480469
	Iteration 77Q: 3 clusters Score -3268533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3268532.750000 Penalty: 5076.480469
	Iteration 78F: 3 clusters Score -3268533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14254 members 
Mstep: Class 5 contains 191701 members 
Mstep: Class 7 contains 265754 members 
Mstep: Class 11 contains 15445 members 
Mstep: Class 13 contains 9658 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28135 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24693 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5986 members 
Mstep: Class 22 contains 27857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639576.000000 Penalty: 43162.746094
Iteration 159Q: 14 clusters Score -7.463958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14255 members 
Mstep: Class 5 contains 191699 members 
Mstep: Class 7 contains 265759 members 
Mstep: Class 11 contains 15445 members 
Mstep: Class 13 contains 9658 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28133 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24696 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5985 members 
Mstep: Class 22 contains 27852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639576.000000 Penalty: 43162.746094
Iteration 160F: 14 clusters Score -7.463958e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14257 members 
Mstep: Class 5 contains 191701 members 
Mstep: Class 7 contains 265762 members 
Mstep: Class 11 contains 15446 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28132 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24699 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5984 members 
Mstep: Class 22 contains 27842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639600.000000 Penalty: 43162.746094
Iteration 161Q: 14 clusters Score -7.46396e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14258 members 
Mstep: Class 5 contains 191702 members 
Mstep: Class 7 contains 265767 members 
Mstep: Class 11 contains 15447 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28130 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24700 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5984 members 
Mstep: Class 22 contains 27836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639552.000000 Penalty: 43162.746094
Iteration 162Q: 14 clusters Score -7.463955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191708 members 
Mstep: Class 7 contains 265770 members 
Mstep: Class 11 contains 15449 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28129 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24699 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5983 members 
Mstep: Class 22 contains 27827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639504.000000 Penalty: 43162.746094
Iteration 163Q: 14 clusters Score -7.46395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191712 members 
Mstep: Class 7 contains 265772 members 
Mstep: Class 11 contains 15449 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28127 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24699 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5983 members 
Mstep: Class 22 contains 27822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639560.000000 Penalty: 43162.746094
Iteration 164Q: 14 clusters Score -7.463956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191714 members 
Mstep: Class 7 contains 265772 members 
Mstep: Class 11 contains 15450 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28127 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24699 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 27820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639568.000000 Penalty: 43162.746094
Iteration 165Q: 14 clusters Score -7.463957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191716 members 
Mstep: Class 7 contains 265774 members 
Mstep: Class 11 contains 15451 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28127 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24701 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5981 members 
Mstep: Class 22 contains 27814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639544.000000 Penalty: 43162.746094
Iteration 166Q: 14 clusters Score -7.463954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191716 members 
Mstep: Class 7 contains 265773 members 
Mstep: Class 11 contains 15454 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28128 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24704 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5981 members 
Mstep: Class 22 contains 27809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639528.000000 Penalty: 43162.746094
Iteration 167Q: 14 clusters Score -7.463953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191712 members 
Mstep: Class 7 contains 265775 members 
Mstep: Class 11 contains 15457 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37841 members 
Mstep: Class 17 contains 28127 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24706 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 27809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639552.000000 Penalty: 43162.746094
Iteration 168Q: 14 clusters Score -7.463955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191713 members 
Mstep: Class 7 contains 265776 members 
Mstep: Class 11 contains 15460 members 
Mstep: Class 13 contains 9658 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37839 members 
Mstep: Class 17 contains 28127 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24712 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5979 members 
Mstep: Class 22 contains 27802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639552.000000 Penalty: 43162.746094
Iteration 169Q: 14 clusters Score -7.463955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191715 members 
Mstep: Class 7 contains 265774 members 
Mstep: Class 11 contains 15464 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37839 members 
Mstep: Class 17 contains 28126 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24713 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 27800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639560.000000 Penalty: 43162.746094
Iteration 170Q: 14 clusters Score -7.463956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191715 members 
Mstep: Class 7 contains 265774 members 
Mstep: Class 11 contains 15465 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37841 members 
Mstep: Class 17 contains 28126 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24714 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5970 members 
Mstep: Class 22 contains 27802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639576.000000 Penalty: 43162.746094
Iteration 171Q: 14 clusters Score -7.463958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191713 members 
Mstep: Class 7 contains 265774 members 
Mstep: Class 11 contains 15465 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28125 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24716 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 27805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639520.000000 Penalty: 43162.746094
Iteration 172Q: 14 clusters Score -7.463952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191711 members 
Mstep: Class 7 contains 265776 members 
Mstep: Class 11 contains 15466 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28123 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24718 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5965 members 
Mstep: Class 22 contains 27806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639520.000000 Penalty: 43162.746094
Iteration 173Q: 14 clusters Score -7.463952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191708 members 
Mstep: Class 7 contains 265777 members 
Mstep: Class 11 contains 15466 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28122 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24720 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 27808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639504.000000 Penalty: 43162.746094
Iteration 174Q: 14 clusters Score -7.46395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191717 members 
Mstep: Class 7 contains 265775 members 
Mstep: Class 11 contains 15466 members 
Mstep: Class 13 contains 9660 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28118 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24723 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5959 members 
Mstep: Class 22 contains 27806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639448.000000 Penalty: 43162.746094
Iteration 175Q: 14 clusters Score -7.463945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191722 members 
Mstep: Class 7 contains 265772 members 
Mstep: Class 11 contains 15466 members 
Mstep: Class 13 contains 9660 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28118 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24726 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5954 members 
Mstep: Class 22 contains 27806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639456.000000 Penalty: 43162.746094
Iteration 176Q: 14 clusters Score -7.463946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 5 contains 191727 members 
Mstep: Class 7 contains 265767 members 
Mstep: Class 11 contains 15466 members 
Mstep: Class 13 contains 9661 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28116 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24728 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 22 contains 27810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639432.000000 Penalty: 43162.746094
Iteration 177Q: 14 clusters Score -7.463943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14260 members 
Mstep: Class 5 contains 191729 members 
Mstep: Class 7 contains 265770 members 
Mstep: Class 11 contains 15466 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28113 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24729 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5944 members 
Mstep: Class 22 contains 27810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639488.000000 Penalty: 43162.746094
Iteration 178Q: 14 clusters Score -7.463949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14260 members 
Mstep: Class 5 contains 191731 members 
Mstep: Class 7 contains 265773 members 
Mstep: Class 11 contains 15466 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28108 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24729 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5939 members 
Mstep: Class 22 contains 27813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639504.000000 Penalty: 43162.746094
Iteration 179Q: 14 clusters Score -7.46395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14260 members 
Mstep: Class 5 contains 191731 members 
Mstep: Class 7 contains 265774 members 
Mstep: Class 11 contains 15466 members 
Mstep: Class 13 contains 9666 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28102 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24729 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5938 members 
Mstep: Class 22 contains 27816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639488.000000 Penalty: 43162.746094
Iteration 180F: 14 clusters Score -7.463949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14260 members 
Mstep: Class 5 contains 191736 members 
Mstep: Class 7 contains 265773 members 
Mstep: Class 11 contains 15466 members 
Mstep: Class 13 contains 9668 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28096 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24729 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5936 members 
Mstep: Class 22 contains 27818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639528.000000 Penalty: 43162.746094
Iteration 181Q: 14 clusters Score -7.463953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14261 members 
Mstep: Class 5 contains 191740 members 
Mstep: Class 7 contains 265773 members 
Mstep: Class 11 contains 15466 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28089 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24730 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5932 members 
Mstep: Class 22 contains 27824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639480.000000 Penalty: 43162.746094
Iteration 182Q: 14 clusters Score -7.463948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14261 members 
Mstep: Class 5 contains 191743 members 
Mstep: Class 7 contains 265775 members 
Mstep: Class 11 contains 15467 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28082 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24730 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639488.000000 Penalty: 43162.746094
Iteration 183Q: 14 clusters Score -7.463949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14261 members 
Mstep: Class 5 contains 191748 members 
Mstep: Class 7 contains 265782 members 
Mstep: Class 11 contains 15467 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28071 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24731 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5929 members 
Mstep: Class 22 contains 27826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639472.000000 Penalty: 43162.746094
Iteration 184Q: 14 clusters Score -7.463947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14262 members 
Mstep: Class 5 contains 191751 members 
Mstep: Class 7 contains 265786 members 
Mstep: Class 11 contains 15467 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37843 members 
Mstep: Class 17 contains 28066 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24732 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639472.000000 Penalty: 43162.746094
Iteration 185Q: 14 clusters Score -7.463947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14263 members 
Mstep: Class 5 contains 191751 members 
Mstep: Class 7 contains 265794 members 
Mstep: Class 11 contains 15467 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37842 members 
Mstep: Class 17 contains 28059 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24734 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639424.000000 Penalty: 43162.746094
Iteration 186Q: 14 clusters Score -7.463942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14271 members 
Mstep: Class 5 contains 191751 members 
Mstep: Class 7 contains 265793 members 
Mstep: Class 11 contains 15467 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37841 members 
Mstep: Class 17 contains 28053 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24735 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639488.000000 Penalty: 43162.746094
Iteration 187Q: 14 clusters Score -7.463949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14274 members 
Mstep: Class 5 contains 191752 members 
Mstep: Class 7 contains 265790 members 
Mstep: Class 11 contains 15467 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37841 members 
Mstep: Class 17 contains 28049 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24737 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639472.000000 Penalty: 43162.746094
Iteration 188Q: 14 clusters Score -7.463947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14275 members 
Mstep: Class 5 contains 191750 members 
Mstep: Class 7 contains 265791 members 
Mstep: Class 11 contains 15467 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37841 members 
Mstep: Class 17 contains 28047 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24740 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639480.000000 Penalty: 43162.746094
Iteration 189Q: 14 clusters Score -7.463948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14276 members 
Mstep: Class 5 contains 191749 members 
Mstep: Class 7 contains 265787 members 
Mstep: Class 11 contains 15467 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37841 members 
Mstep: Class 17 contains 28047 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24744 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639456.000000 Penalty: 43162.746094
Iteration 190Q: 14 clusters Score -7.463946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14278 members 
Mstep: Class 5 contains 191747 members 
Mstep: Class 7 contains 265787 members 
Mstep: Class 11 contains 15467 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37840 members 
Mstep: Class 17 contains 28047 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24745 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639440.000000 Penalty: 43162.746094
Iteration 191Q: 14 clusters Score -7.463944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14281 members 
Mstep: Class 5 contains 191744 members 
Mstep: Class 7 contains 265788 members 
Mstep: Class 11 contains 15467 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37838 members 
Mstep: Class 17 contains 28047 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24746 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639424.000000 Penalty: 43162.746094
Iteration 192Q: 14 clusters Score -7.463942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14282 members 
Mstep: Class 5 contains 191741 members 
Mstep: Class 7 contains 265789 members 
Mstep: Class 11 contains 15468 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37838 members 
Mstep: Class 17 contains 28047 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24746 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639456.000000 Penalty: 43162.746094
Iteration 193Q: 14 clusters Score -7.463946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14284 members 
Mstep: Class 5 contains 191740 members 
Mstep: Class 7 contains 265788 members 
Mstep: Class 11 contains 15468 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37838 members 
Mstep: Class 17 contains 28047 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24746 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639456.000000 Penalty: 43162.746094
Iteration 194Q: 14 clusters Score -7.463946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14286 members 
Mstep: Class 5 contains 191740 members 
Mstep: Class 7 contains 265788 members 
Mstep: Class 11 contains 15468 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37837 members 
Mstep: Class 17 contains 28047 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24745 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639448.000000 Penalty: 43162.746094
Iteration 195Q: 14 clusters Score -7.463945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14288 members 
Mstep: Class 5 contains 191739 members 
Mstep: Class 7 contains 265789 members 
Mstep: Class 11 contains 15468 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37836 members 
Mstep: Class 17 contains 28047 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24745 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639440.000000 Penalty: 43162.746094
Iteration 196Q: 14 clusters Score -7.463944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14289 members 
Mstep: Class 5 contains 191738 members 
Mstep: Class 7 contains 265788 members 
Mstep: Class 11 contains 15468 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37836 members 
Mstep: Class 17 contains 28047 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24746 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639448.000000 Penalty: 43162.746094
Iteration 197Q: 14 clusters Score -7.463945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14289 members 
Mstep: Class 5 contains 191737 members 
Mstep: Class 7 contains 265788 members 
Mstep: Class 11 contains 15468 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37836 members 
Mstep: Class 17 contains 28047 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24747 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639448.000000 Penalty: 43162.746094
Iteration 198Q: 14 clusters Score -7.463945e+07 nChanged 3
Entering ConstructFrom: 
Score: -74639448.000000 Penalty: 43162.746094
Entering ConstructFrom: 
Trying to split cluster 3 (14289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Entering Unmasked Estep 
Score: -1688696.875000 Penalty: 2372.676758
	Iteration 0F: 2 clusters Score -1688697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1678271.750000 Penalty: 4745.353516
	Iteration 0F: 3 clusters Score -1678272 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1681520.500000 Penalty: 4745.353516
	Iteration 1F: 3 clusters Score -1681520 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1681913.750000 Penalty: 4745.353516
	Iteration 2F: 3 clusters Score -1681914 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1682329.375000 Penalty: 4745.353516
	Iteration 3F: 3 clusters Score -1682329 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1682787.500000 Penalty: 4745.353516
	Iteration 4F: 3 clusters Score -1682788 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1683234.250000 Penalty: 4745.353516
	Iteration 5F: 3 clusters Score -1683234 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1683744.750000 Penalty: 4745.353516
	Iteration 6F: 3 clusters Score -1683745 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1684326.375000 Penalty: 4745.353516
	Iteration 7F: 3 clusters Score -1684326 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1684907.625000 Penalty: 4745.353516
	Iteration 8F: 3 clusters Score -1684908 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1685390.375000 Penalty: 4745.353516
	Iteration 9Q: 3 clusters Score -1685390 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1685756.625000 Penalty: 4745.353516
	Iteration 10Q: 3 clusters Score -1685757 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1686008.000000 Penalty: 4745.353516
	Iteration 11Q: 3 clusters Score -1686008 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1686171.375000 Penalty: 4745.353516
	Iteration 12Q: 3 clusters Score -1686171 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1686292.875000 Penalty: 4745.353516
	Iteration 13Q: 3 clusters Score -1686293 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1686378.250000 Penalty: 4745.353516
	Iteration 14Q: 3 clusters Score -1686378 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1686451.875000 Penalty: 4745.353516
	Iteration 15Q: 3 clusters Score -1686452 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1686515.000000 Penalty: 4745.353516
	Iteration 16Q: 3 clusters Score -1686515 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1686552.625000 Penalty: 4745.353516
	Iteration 17Q: 3 clusters Score -1686553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1686574.125000 Penalty: 4745.353516
	Iteration 18Q: 3 clusters Score -1686574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1686605.625000 Penalty: 4745.353516
	Iteration 19Q: 3 clusters Score -1686606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1686638.375000 Penalty: 4745.353516
	Iteration 20F: 3 clusters Score -1686638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1686657.875000 Penalty: 4745.353516
	Iteration 21Q: 3 clusters Score -1686658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1686670.875000 Penalty: 4745.353516
	Iteration 22Q: 3 clusters Score -1686671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1686682.000000 Penalty: 4745.353516
	Iteration 23Q: 3 clusters Score -1686682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1686697.375000 Penalty: 4745.353516
	Iteration 24Q: 3 clusters Score -1686697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1686705.750000 Penalty: 4745.353516
	Iteration 25Q: 3 clusters Score -1686706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1686722.125000 Penalty: 4745.353516
	Iteration 26Q: 3 clusters Score -1686722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1686728.250000 Penalty: 4745.353516
	Iteration 27Q: 3 clusters Score -1686728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1686729.375000 Penalty: 4745.353516
	Iteration 28Q: 3 clusters Score -1686729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1686732.375000 Penalty: 4745.353516
	Iteration 29Q: 3 clusters Score -1686732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1686734.875000 Penalty: 4745.353516
	Iteration 30Q: 3 clusters Score -1686735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1686741.125000 Penalty: 4745.353516
	Iteration 31Q: 3 clusters Score -1686741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1686740.875000 Penalty: 4745.353516
	Iteration 32Q: 3 clusters Score -1686741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1686743.000000 Penalty: 4745.353516
	Iteration 33Q: 3 clusters Score -1686743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1686743.000000 Penalty: 4745.353516
	Iteration 34F: 3 clusters Score -1686743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (191737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191737 members 
Entering Unmasked Estep 
Score: -22391768.000000 Penalty: 3016.642334
	Iteration 0F: 2 clusters Score -2.239177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95609 members 
Mstep: Class 2 contains 96128 members 
Entering Unmasked Estep 
Score: -22269116.000000 Penalty: 6033.284668
	Iteration 0F: 3 clusters Score -2.226912e+07 nChanged 92469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
Score: -22323290.000000 Penalty: 6033.284668
	Iteration 1F: 3 clusters Score -2.232329e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88648 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -22325004.000000 Penalty: 6033.284668
	Iteration 2Q: 3 clusters Score -2.2325e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 107161 members 
Entering Unmasked Estep 
Score: -22327306.000000 Penalty: 6033.284668
	Iteration 3Q: 3 clusters Score -2.232731e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78517 members 
Mstep: Class 2 contains 113220 members 
Entering Unmasked Estep 
Score: -22331426.000000 Penalty: 6033.284668
	Iteration 4Q: 3 clusters Score -2.233143e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 121808 members 
Entering Unmasked Estep 
Score: -22338180.000000 Penalty: 6033.284668
	Iteration 5F: 3 clusters Score -2.233818e+07 nChanged 13698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 133044 members 
Entering Unmasked Estep 
Score: -22348300.000000 Penalty: 6033.284668
	Iteration 6F: 3 clusters Score -2.23483e+07 nChanged 14580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 145410 members 
Entering Unmasked Estep 
Score: -22361058.000000 Penalty: 6033.284668
	Iteration 7F: 3 clusters Score -2.236106e+07 nChanged 12804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 156362 members 
Entering Unmasked Estep 
Score: -22372244.000000 Penalty: 6033.284668
	Iteration 8F: 3 clusters Score -2.237224e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 163897 members 
Entering Unmasked Estep 
Score: -22379890.000000 Penalty: 6033.284668
	Iteration 9Q: 3 clusters Score -2.237989e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 168472 members 
Entering Unmasked Estep 
Score: -22384536.000000 Penalty: 6033.284668
	Iteration 10Q: 3 clusters Score -2.238454e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 171553 members 
Entering Unmasked Estep 
Score: -22387076.000000 Penalty: 6033.284668
	Iteration 11Q: 3 clusters Score -2.238708e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 173732 members 
Entering Unmasked Estep 
Score: -22388390.000000 Penalty: 6033.284668
	Iteration 12Q: 3 clusters Score -2.238839e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 175455 members 
Entering Unmasked Estep 
Score: -22389264.000000 Penalty: 6033.284668
	Iteration 13Q: 3 clusters Score -2.238926e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 176756 members 
Entering Unmasked Estep 
Score: -22389894.000000 Penalty: 6033.284668
	Iteration 14Q: 3 clusters Score -2.238989e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 177831 members 
Entering Unmasked Estep 
Score: -22390200.000000 Penalty: 6033.284668
	Iteration 15Q: 3 clusters Score -2.23902e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 178685 members 
Entering Unmasked Estep 
Score: -22390528.000000 Penalty: 6033.284668
	Iteration 16Q: 3 clusters Score -2.239053e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 179396 members 
Entering Unmasked Estep 
Score: -22390612.000000 Penalty: 6033.284668
	Iteration 17Q: 3 clusters Score -2.239061e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 180014 members 
Entering Unmasked Estep 
Score: -22390700.000000 Penalty: 6033.284668
	Iteration 18Q: 3 clusters Score -2.23907e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 180508 members 
Entering Unmasked Estep 
Score: -22390778.000000 Penalty: 6033.284668
	Iteration 19Q: 3 clusters Score -2.239078e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 180945 members 
Entering Unmasked Estep 
Score: -22390812.000000 Penalty: 6033.284668
	Iteration 20F: 3 clusters Score -2.239081e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 181293 members 
Entering Unmasked Estep 
Score: -22390880.000000 Penalty: 6033.284668
	Iteration 21Q: 3 clusters Score -2.239088e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 181607 members 
Entering Unmasked Estep 
Score: -22390900.000000 Penalty: 6033.284668
	Iteration 22Q: 3 clusters Score -2.23909e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 181862 members 
Entering Unmasked Estep 
Score: -22390892.000000 Penalty: 6033.284668
	Iteration 23Q: 3 clusters Score -2.239089e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 182094 members 
Entering Unmasked Estep 
Score: -22390828.000000 Penalty: 6033.284668
	Iteration 24Q: 3 clusters Score -2.239083e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 182300 members 
Entering Unmasked Estep 
Score: -22390836.000000 Penalty: 6033.284668
	Iteration 25Q: 3 clusters Score -2.239084e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 182516 members 
Entering Unmasked Estep 
Score: -22390822.000000 Penalty: 6033.284668
	Iteration 26Q: 3 clusters Score -2.239082e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 182709 members 
Entering Unmasked Estep 
Score: -22390764.000000 Penalty: 6033.284668
	Iteration 27Q: 3 clusters Score -2.239076e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 182872 members 
Entering Unmasked Estep 
Score: -22390788.000000 Penalty: 6033.284668
	Iteration 28Q: 3 clusters Score -2.239079e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 183035 members 
Entering Unmasked Estep 
Score: -22390820.000000 Penalty: 6033.284668
	Iteration 29Q: 3 clusters Score -2.239082e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 183208 members 
Entering Unmasked Estep 
Score: -22390834.000000 Penalty: 6033.284668
	Iteration 30Q: 3 clusters Score -2.239083e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 183390 members 
Entering Unmasked Estep 
Score: -22390812.000000 Penalty: 6033.284668
	Iteration 31Q: 3 clusters Score -2.239081e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 183536 members 
Entering Unmasked Estep 
Score: -22390822.000000 Penalty: 6033.284668
	Iteration 32Q: 3 clusters Score -2.239082e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 183667 members 
Entering Unmasked Estep 
Score: -22390820.000000 Penalty: 6033.284668
	Iteration 33Q: 3 clusters Score -2.239082e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 183793 members 
Entering Unmasked Estep 
Score: -22390820.000000 Penalty: 6033.284668
	Iteration 34Q: 3 clusters Score -2.239082e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 183911 members 
Entering Unmasked Estep 
Score: -22390796.000000 Penalty: 6033.284668
	Iteration 35Q: 3 clusters Score -2.23908e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 184026 members 
Entering Unmasked Estep 
Score: -22390816.000000 Penalty: 6033.284668
	Iteration 36Q: 3 clusters Score -2.239082e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 184138 members 
Entering Unmasked Estep 
Score: -22390828.000000 Penalty: 6033.284668
	Iteration 37Q: 3 clusters Score -2.239083e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 184249 members 
Entering Unmasked Estep 
Score: -22390812.000000 Penalty: 6033.284668
	Iteration 38Q: 3 clusters Score -2.239081e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 184342 members 
Entering Unmasked Estep 
Score: -22390806.000000 Penalty: 6033.284668
	Iteration 39Q: 3 clusters Score -2.239081e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 184420 members 
Entering Unmasked Estep 
Score: -22390788.000000 Penalty: 6033.284668
	Iteration 40F: 3 clusters Score -2.239079e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 184497 members 
Entering Unmasked Estep 
Score: -22390748.000000 Penalty: 6033.284668
	Iteration 41Q: 3 clusters Score -2.239075e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 184577 members 
Entering Unmasked Estep 
Score: -22390748.000000 Penalty: 6033.284668
	Iteration 42Q: 3 clusters Score -2.239075e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 184633 members 
Entering Unmasked Estep 
Score: -22390704.000000 Penalty: 6033.284668
	Iteration 43Q: 3 clusters Score -2.23907e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 184682 members 
Entering Unmasked Estep 
Score: -22390696.000000 Penalty: 6033.284668
	Iteration 44Q: 3 clusters Score -2.23907e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 184730 members 
Entering Unmasked Estep 
Score: -22390726.000000 Penalty: 6033.284668
	Iteration 45Q: 3 clusters Score -2.239073e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 184773 members 
Entering Unmasked Estep 
Score: -22390750.000000 Penalty: 6033.284668
	Iteration 46Q: 3 clusters Score -2.239075e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 184812 members 
Entering Unmasked Estep 
Score: -22390748.000000 Penalty: 6033.284668
	Iteration 47Q: 3 clusters Score -2.239075e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 184849 members 
Entering Unmasked Estep 
Score: -22390776.000000 Penalty: 6033.284668
	Iteration 48Q: 3 clusters Score -2.239078e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 184889 members 
Entering Unmasked Estep 
Score: -22390768.000000 Penalty: 6033.284668
	Iteration 49Q: 3 clusters Score -2.239077e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 184929 members 
Entering Unmasked Estep 
Score: -22390768.000000 Penalty: 6033.284668
	Iteration 50Q: 3 clusters Score -2.239077e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 184963 members 
Entering Unmasked Estep 
Score: -22390792.000000 Penalty: 6033.284668
	Iteration 51Q: 3 clusters Score -2.239079e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 184999 members 
Entering Unmasked Estep 
Score: -22390778.000000 Penalty: 6033.284668
	Iteration 52Q: 3 clusters Score -2.239078e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 185046 members 
Entering Unmasked Estep 
Score: -22390756.000000 Penalty: 6033.284668
	Iteration 53Q: 3 clusters Score -2.239076e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 185094 members 
Entering Unmasked Estep 
Score: -22390740.000000 Penalty: 6033.284668
	Iteration 54Q: 3 clusters Score -2.239074e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 185131 members 
Entering Unmasked Estep 
Score: -22390726.000000 Penalty: 6033.284668
	Iteration 55Q: 3 clusters Score -2.239073e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 185165 members 
Entering Unmasked Estep 
Score: -22390720.000000 Penalty: 6033.284668
	Iteration 56Q: 3 clusters Score -2.239072e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 185201 members 
Entering Unmasked Estep 
Score: -22390732.000000 Penalty: 6033.284668
	Iteration 57Q: 3 clusters Score -2.239073e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 185242 members 
Entering Unmasked Estep 
Score: -22390730.000000 Penalty: 6033.284668
	Iteration 58Q: 3 clusters Score -2.239073e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 185279 members 
Entering Unmasked Estep 
Score: -22390708.000000 Penalty: 6033.284668
	Iteration 59Q: 3 clusters Score -2.239071e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 185314 members 
Entering Unmasked Estep 
Score: -22390702.000000 Penalty: 6033.284668
	Iteration 60F: 3 clusters Score -2.23907e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 185350 members 
Entering Unmasked Estep 
Score: -22390666.000000 Penalty: 6033.284668
	Iteration 61Q: 3 clusters Score -2.239067e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 185388 members 
Entering Unmasked Estep 
Score: -22390678.000000 Penalty: 6033.284668
	Iteration 62Q: 3 clusters Score -2.239068e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 185412 members 
Entering Unmasked Estep 
Score: -22390686.000000 Penalty: 6033.284668
	Iteration 63Q: 3 clusters Score -2.239069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 185431 members 
Entering Unmasked Estep 
Score: -22390692.000000 Penalty: 6033.284668
	Iteration 64Q: 3 clusters Score -2.239069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 185453 members 
Entering Unmasked Estep 
Score: -22390690.000000 Penalty: 6033.284668
	Iteration 65Q: 3 clusters Score -2.239069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 185476 members 
Entering Unmasked Estep 
Score: -22390714.000000 Penalty: 6033.284668
	Iteration 66Q: 3 clusters Score -2.239071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 185495 members 
Entering Unmasked Estep 
Score: -22390714.000000 Penalty: 6033.284668
	Iteration 67Q: 3 clusters Score -2.239071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 185510 members 
Entering Unmasked Estep 
Score: -22390722.000000 Penalty: 6033.284668
	Iteration 68Q: 3 clusters Score -2.239072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 185523 members 
Entering Unmasked Estep 
Score: -22390710.000000 Penalty: 6033.284668
	Iteration 69Q: 3 clusters Score -2.239071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 185536 members 
Entering Unmasked Estep 
Score: -22390720.000000 Penalty: 6033.284668
	Iteration 70Q: 3 clusters Score -2.239072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 185551 members 
Entering Unmasked Estep 
Score: -22390726.000000 Penalty: 6033.284668
	Iteration 71Q: 3 clusters Score -2.239073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 185566 members 
Entering Unmasked Estep 
Score: -22390736.000000 Penalty: 6033.284668
	Iteration 72Q: 3 clusters Score -2.239074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 185575 members 
Entering Unmasked Estep 
Score: -22390752.000000 Penalty: 6033.284668
	Iteration 73Q: 3 clusters Score -2.239075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 185584 members 
Entering Unmasked Estep 
Score: -22390728.000000 Penalty: 6033.284668
	Iteration 74Q: 3 clusters Score -2.239073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 185592 members 
Entering Unmasked Estep 
Score: -22390720.000000 Penalty: 6033.284668
	Iteration 75Q: 3 clusters Score -2.239072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 185603 members 
Entering Unmasked Estep 
Score: -22390722.000000 Penalty: 6033.284668
	Iteration 76Q: 3 clusters Score -2.239072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 185610 members 
Entering Unmasked Estep 
Score: -22390730.000000 Penalty: 6033.284668
	Iteration 77Q: 3 clusters Score -2.239073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 185616 members 
Entering Unmasked Estep 
Score: -22390734.000000 Penalty: 6033.284668
	Iteration 78Q: 3 clusters Score -2.239073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 185620 members 
Entering Unmasked Estep 
Score: -22390732.000000 Penalty: 6033.284668
	Iteration 79Q: 3 clusters Score -2.239073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 185620 members 
Entering Unmasked Estep 
Score: -22390732.000000 Penalty: 6033.284668
	Iteration 80F: 3 clusters Score -2.239073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (265787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265787 members 
Entering Unmasked Estep 
Score: -30770884.000000 Penalty: 3097.631836
	Iteration 0F: 2 clusters Score -3.077088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133183 members 
Mstep: Class 2 contains 132604 members 
Entering Unmasked Estep 
Score: -30609172.000000 Penalty: 6195.263672
	Iteration 0F: 3 clusters Score -3.060917e+07 nChanged 127868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139773 members 
Mstep: Class 2 contains 126014 members 
Entering Unmasked Estep 
Score: -30685782.000000 Penalty: 6195.263672
	Iteration 1F: 3 clusters Score -3.068578e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144317 members 
Mstep: Class 2 contains 121470 members 
Entering Unmasked Estep 
Score: -30688398.000000 Penalty: 6195.263672
	Iteration 2Q: 3 clusters Score -3.06884e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151271 members 
Mstep: Class 2 contains 114516 members 
Entering Unmasked Estep 
Score: -30692644.000000 Penalty: 6195.263672
	Iteration 3Q: 3 clusters Score -3.069264e+07 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161884 members 
Mstep: Class 2 contains 103903 members 
Entering Unmasked Estep 
Score: -30699318.000000 Penalty: 6195.263672
	Iteration 4F: 3 clusters Score -3.069932e+07 nChanged 17566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176276 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -30710706.000000 Penalty: 6195.263672
	Iteration 5F: 3 clusters Score -3.071071e+07 nChanged 19567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193155 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -30724916.000000 Penalty: 6195.263672
	Iteration 6F: 3 clusters Score -3.072492e+07 nChanged 18480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209045 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -30740214.000000 Penalty: 6195.263672
	Iteration 7F: 3 clusters Score -3.074021e+07 nChanged 14716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221001 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -30751536.000000 Penalty: 6195.263672
	Iteration 8F: 3 clusters Score -3.075154e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228263 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -30757488.000000 Penalty: 6195.263672
	Iteration 9Q: 3 clusters Score -3.075749e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232907 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -30760470.000000 Penalty: 6195.263672
	Iteration 10Q: 3 clusters Score -3.076047e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236483 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -30762160.000000 Penalty: 6195.263672
	Iteration 11Q: 3 clusters Score -3.076216e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239344 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -30763542.000000 Penalty: 6195.263672
	Iteration 12Q: 3 clusters Score -3.076354e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241780 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -30764802.000000 Penalty: 6195.263672
	Iteration 13Q: 3 clusters Score -3.07648e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243930 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -30765926.000000 Penalty: 6195.263672
	Iteration 14Q: 3 clusters Score -3.076593e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245808 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -30766868.000000 Penalty: 6195.263672
	Iteration 15Q: 3 clusters Score -3.076687e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247440 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -30767784.000000 Penalty: 6195.263672
	Iteration 16Q: 3 clusters Score -3.076778e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248803 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -30768586.000000 Penalty: 6195.263672
	Iteration 17Q: 3 clusters Score -3.076859e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249940 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -30769128.000000 Penalty: 6195.263672
	Iteration 18Q: 3 clusters Score -3.076913e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250934 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -30769562.000000 Penalty: 6195.263672
	Iteration 19Q: 3 clusters Score -3.076956e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251811 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -30769904.000000 Penalty: 6195.263672
	Iteration 20F: 3 clusters Score -3.07699e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252566 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -30770104.000000 Penalty: 6195.263672
	Iteration 21Q: 3 clusters Score -3.07701e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253192 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -30770452.000000 Penalty: 6195.263672
	Iteration 22Q: 3 clusters Score -3.077045e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253735 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -30770618.000000 Penalty: 6195.263672
	Iteration 23Q: 3 clusters Score -3.077062e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254201 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -30770774.000000 Penalty: 6195.263672
	Iteration 24Q: 3 clusters Score -3.077077e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254604 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -30770824.000000 Penalty: 6195.263672
	Iteration 25Q: 3 clusters Score -3.077082e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254977 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -30770862.000000 Penalty: 6195.263672
	Iteration 26Q: 3 clusters Score -3.077086e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255282 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -30770996.000000 Penalty: 6195.263672
	Iteration 27Q: 3 clusters Score -3.0771e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255541 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -30771020.000000 Penalty: 6195.263672
	Iteration 28Q: 3 clusters Score -3.077102e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255770 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -30771010.000000 Penalty: 6195.263672
	Iteration 29Q: 3 clusters Score -3.077101e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255983 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -30770990.000000 Penalty: 6195.263672
	Iteration 30Q: 3 clusters Score -3.077099e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256163 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -30771052.000000 Penalty: 6195.263672
	Iteration 31Q: 3 clusters Score -3.077105e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256308 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -30771072.000000 Penalty: 6195.263672
	Iteration 32Q: 3 clusters Score -3.077107e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256449 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -30771108.000000 Penalty: 6195.263672
	Iteration 33Q: 3 clusters Score -3.077111e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256580 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -30771102.000000 Penalty: 6195.263672
	Iteration 34Q: 3 clusters Score -3.07711e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256688 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -30771156.000000 Penalty: 6195.263672
	Iteration 35Q: 3 clusters Score -3.077116e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256800 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -30771142.000000 Penalty: 6195.263672
	Iteration 36Q: 3 clusters Score -3.077114e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256899 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -30771192.000000 Penalty: 6195.263672
	Iteration 37Q: 3 clusters Score -3.077119e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256991 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -30771156.000000 Penalty: 6195.263672
	Iteration 38Q: 3 clusters Score -3.077116e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257073 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -30771150.000000 Penalty: 6195.263672
	Iteration 39Q: 3 clusters Score -3.077115e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257155 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -30771110.000000 Penalty: 6195.263672
	Iteration 40F: 3 clusters Score -3.077111e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257227 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -30771156.000000 Penalty: 6195.263672
	Iteration 41Q: 3 clusters Score -3.077116e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257284 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -30771190.000000 Penalty: 6195.263672
	Iteration 42Q: 3 clusters Score -3.077119e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257349 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -30771162.000000 Penalty: 6195.263672
	Iteration 43Q: 3 clusters Score -3.077116e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257406 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -30771128.000000 Penalty: 6195.263672
	Iteration 44Q: 3 clusters Score -3.077113e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257445 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -30771120.000000 Penalty: 6195.263672
	Iteration 45Q: 3 clusters Score -3.077112e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257480 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -30771112.000000 Penalty: 6195.263672
	Iteration 46Q: 3 clusters Score -3.077111e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257516 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -30771126.000000 Penalty: 6195.263672
	Iteration 47Q: 3 clusters Score -3.077113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257542 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -30771126.000000 Penalty: 6195.263672
	Iteration 48Q: 3 clusters Score -3.077113e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257568 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -30771146.000000 Penalty: 6195.263672
	Iteration 49Q: 3 clusters Score -3.077115e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257590 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -30771148.000000 Penalty: 6195.263672
	Iteration 50Q: 3 clusters Score -3.077115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257612 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -30771168.000000 Penalty: 6195.263672
	Iteration 51Q: 3 clusters Score -3.077117e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257633 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -30771192.000000 Penalty: 6195.263672
	Iteration 52Q: 3 clusters Score -3.077119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257645 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -30771166.000000 Penalty: 6195.263672
	Iteration 53Q: 3 clusters Score -3.077117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257662 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -30771160.000000 Penalty: 6195.263672
	Iteration 54Q: 3 clusters Score -3.077116e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257690 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -30771162.000000 Penalty: 6195.263672
	Iteration 55Q: 3 clusters Score -3.077116e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257714 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -30771164.000000 Penalty: 6195.263672
	Iteration 56Q: 3 clusters Score -3.077116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257738 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -30771102.000000 Penalty: 6195.263672
	Iteration 57Q: 3 clusters Score -3.07711e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257762 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -30771114.000000 Penalty: 6195.263672
	Iteration 58Q: 3 clusters Score -3.077111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257777 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -30771108.000000 Penalty: 6195.263672
	Iteration 59Q: 3 clusters Score -3.077111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257789 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -30771126.000000 Penalty: 6195.263672
	Iteration 60F: 3 clusters Score -3.077113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257796 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -30771128.000000 Penalty: 6195.263672
	Iteration 61Q: 3 clusters Score -3.077113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257804 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -30771136.000000 Penalty: 6195.263672
	Iteration 62Q: 3 clusters Score -3.077114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257812 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -30771140.000000 Penalty: 6195.263672
	Iteration 63Q: 3 clusters Score -3.077114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257824 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -30771122.000000 Penalty: 6195.263672
	Iteration 64Q: 3 clusters Score -3.077112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257829 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -30771114.000000 Penalty: 6195.263672
	Iteration 65Q: 3 clusters Score -3.077111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257834 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -30771138.000000 Penalty: 6195.263672
	Iteration 66Q: 3 clusters Score -3.077114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257838 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -30771148.000000 Penalty: 6195.263672
	Iteration 67Q: 3 clusters Score -3.077115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257843 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -30771150.000000 Penalty: 6195.263672
	Iteration 68Q: 3 clusters Score -3.077115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257850 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -30771146.000000 Penalty: 6195.263672
	Iteration 69Q: 3 clusters Score -3.077115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257855 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -30771140.000000 Penalty: 6195.263672
	Iteration 70Q: 3 clusters Score -3.077114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257864 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -30771136.000000 Penalty: 6195.263672
	Iteration 71Q: 3 clusters Score -3.077114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257869 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -30771148.000000 Penalty: 6195.263672
	Iteration 72Q: 3 clusters Score -3.077115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257872 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -30771136.000000 Penalty: 6195.263672
	Iteration 73Q: 3 clusters Score -3.077114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257874 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -30771142.000000 Penalty: 6195.263672
	Iteration 74Q: 3 clusters Score -3.077114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257877 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -30771148.000000 Penalty: 6195.263672
	Iteration 75Q: 3 clusters Score -3.077115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257880 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -30771140.000000 Penalty: 6195.263672
	Iteration 76Q: 3 clusters Score -3.077114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257883 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -30771152.000000 Penalty: 6195.263672
	Iteration 77Q: 3 clusters Score -3.077115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257884 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -30771154.000000 Penalty: 6195.263672
	Iteration 78Q: 3 clusters Score -3.077115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257887 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -30771148.000000 Penalty: 6195.263672
	Iteration 79Q: 3 clusters Score -3.077115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257891 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -30771132.000000 Penalty: 6195.263672
	Iteration 80F: 3 clusters Score -3.077113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257895 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -30771138.000000 Penalty: 6195.263672
	Iteration 81Q: 3 clusters Score -3.077114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257896 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -30771136.000000 Penalty: 6195.263672
	Iteration 82Q: 3 clusters Score -3.077114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257898 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -30771134.000000 Penalty: 6195.263672
	Iteration 83Q: 3 clusters Score -3.077113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257898 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -30771140.000000 Penalty: 6195.263672
	Iteration 84Q: 3 clusters Score -3.077114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257900 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -30771146.000000 Penalty: 6195.263672
	Iteration 85Q: 3 clusters Score -3.077115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257903 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -30771144.000000 Penalty: 6195.263672
	Iteration 86Q: 3 clusters Score -3.077114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257903 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -30771144.000000 Penalty: 6195.263672
	Iteration 87F: 3 clusters Score -3.077114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 3 contains 14289 members 
Mstep: Class 5 contains 191737 members 
Mstep: Class 7 contains 257903 members 
Mstep: Class 11 contains 15468 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37836 members 
Mstep: Class 17 contains 28048 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24747 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27817 members 
Entering Unmasked Estep 
Score: -74639472.000000 Penalty: 46482.957031
Splitting cluster 7 changes total score from -74639448.000000 to -74639472.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (15468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Entering Unmasked Estep 
Score: -1799512.875000 Penalty: 2392.339111
	Iteration 0F: 2 clusters Score -1799513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1788324.750000 Penalty: 4784.678223
	Iteration 0F: 3 clusters Score -1788325 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1791815.500000 Penalty: 4784.678223
	Iteration 1F: 3 clusters Score -1791816 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1792116.125000 Penalty: 4784.678223
	Iteration 2F: 3 clusters Score -1792116 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1792328.875000 Penalty: 4784.678223
	Iteration 3Q: 3 clusters Score -1792329 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1792494.250000 Penalty: 4784.678223
	Iteration 4Q: 3 clusters Score -1792494 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1792621.875000 Penalty: 4784.678223
	Iteration 5Q: 3 clusters Score -1792622 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1792717.750000 Penalty: 4784.678223
	Iteration 6Q: 3 clusters Score -1792718 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1792790.500000 Penalty: 4784.678223
	Iteration 7Q: 3 clusters Score -1792790 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1792855.875000 Penalty: 4784.678223
	Iteration 8Q: 3 clusters Score -1792856 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1792926.375000 Penalty: 4784.678223
	Iteration 9Q: 3 clusters Score -1792926 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1792983.125000 Penalty: 4784.678223
	Iteration 10Q: 3 clusters Score -1792983 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1793049.125000 Penalty: 4784.678223
	Iteration 11Q: 3 clusters Score -1793049 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1793136.375000 Penalty: 4784.678223
	Iteration 12Q: 3 clusters Score -1793136 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1793243.500000 Penalty: 4784.678223
	Iteration 13Q: 3 clusters Score -1793244 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1793370.750000 Penalty: 4784.678223
	Iteration 14Q: 3 clusters Score -1793371 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1793542.750000 Penalty: 4784.678223
	Iteration 15Q: 3 clusters Score -1793543 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1793780.250000 Penalty: 4784.678223
	Iteration 16Q: 3 clusters Score -1793780 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1794148.625000 Penalty: 4784.678223
	Iteration 17Q: 3 clusters Score -1794149 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1794658.375000 Penalty: 4784.678223
	Iteration 18Q: 3 clusters Score -1794658 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1795288.500000 Penalty: 4784.678223
	Iteration 19F: 3 clusters Score -1795288 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1795910.625000 Penalty: 4784.678223
	Iteration 20F: 3 clusters Score -1795911 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1796475.625000 Penalty: 4784.678223
	Iteration 21Q: 3 clusters Score -1796476 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1796825.625000 Penalty: 4784.678223
	Iteration 22Q: 3 clusters Score -1796826 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1797053.000000 Penalty: 4784.678223
	Iteration 23Q: 3 clusters Score -1797053 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1797155.000000 Penalty: 4784.678223
	Iteration 24Q: 3 clusters Score -1797155 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1797240.375000 Penalty: 4784.678223
	Iteration 25Q: 3 clusters Score -1797240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1797289.000000 Penalty: 4784.678223
	Iteration 26Q: 3 clusters Score -1797289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1797321.000000 Penalty: 4784.678223
	Iteration 27Q: 3 clusters Score -1797321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1797337.250000 Penalty: 4784.678223
	Iteration 28Q: 3 clusters Score -1797337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1797349.000000 Penalty: 4784.678223
	Iteration 29Q: 3 clusters Score -1797349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1797350.500000 Penalty: 4784.678223
	Iteration 30Q: 3 clusters Score -1797350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1797352.000000 Penalty: 4784.678223
	Iteration 31Q: 3 clusters Score -1797352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1797355.375000 Penalty: 4784.678223
	Iteration 32Q: 3 clusters Score -1797355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1797355.375000 Penalty: 4784.678223
	Iteration 33F: 3 clusters Score -1797355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Entering Unmasked Estep 
Score: -1141944.250000 Penalty: 2275.765381
	Iteration 0F: 2 clusters Score -1141944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1134487.250000 Penalty: 4551.530762
	Iteration 0F: 3 clusters Score -1134487 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1136565.625000 Penalty: 4551.530762
	Iteration 1F: 3 clusters Score -1136566 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1136860.750000 Penalty: 4551.530762
	Iteration 2F: 3 clusters Score -1136861 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1137052.000000 Penalty: 4551.530762
	Iteration 3Q: 3 clusters Score -1137052 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1137198.125000 Penalty: 4551.530762
	Iteration 4Q: 3 clusters Score -1137198 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1137339.125000 Penalty: 4551.530762
	Iteration 5Q: 3 clusters Score -1137339 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1137473.250000 Penalty: 4551.530762
	Iteration 6Q: 3 clusters Score -1137473 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1137591.500000 Penalty: 4551.530762
	Iteration 7Q: 3 clusters Score -1137592 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1137712.750000 Penalty: 4551.530762
	Iteration 8Q: 3 clusters Score -1137713 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1137832.000000 Penalty: 4551.530762
	Iteration 9Q: 3 clusters Score -1137832 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1137969.250000 Penalty: 4551.530762
	Iteration 10Q: 3 clusters Score -1137969 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1138146.375000 Penalty: 4551.530762
	Iteration 11Q: 3 clusters Score -1138146 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1138340.750000 Penalty: 4551.530762
	Iteration 12Q: 3 clusters Score -1138341 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1138541.875000 Penalty: 4551.530762
	Iteration 13Q: 3 clusters Score -1138542 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1138703.750000 Penalty: 4551.530762
	Iteration 14Q: 3 clusters Score -1138704 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1138838.750000 Penalty: 4551.530762
	Iteration 15Q: 3 clusters Score -1138839 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1138956.500000 Penalty: 4551.530762
	Iteration 16Q: 3 clusters Score -1138956 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1139060.250000 Penalty: 4551.530762
	Iteration 17Q: 3 clusters Score -1139060 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1139158.625000 Penalty: 4551.530762
	Iteration 18Q: 3 clusters Score -1139159 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1139231.250000 Penalty: 4551.530762
	Iteration 19Q: 3 clusters Score -1139231 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1139302.500000 Penalty: 4551.530762
	Iteration 20F: 3 clusters Score -1139302 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1139370.375000 Penalty: 4551.530762
	Iteration 21Q: 3 clusters Score -1139370 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1139423.250000 Penalty: 4551.530762
	Iteration 22Q: 3 clusters Score -1139423 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1139477.375000 Penalty: 4551.530762
	Iteration 23Q: 3 clusters Score -1139477 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1139528.750000 Penalty: 4551.530762
	Iteration 24Q: 3 clusters Score -1139529 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1139571.750000 Penalty: 4551.530762
	Iteration 25Q: 3 clusters Score -1139572 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1139624.500000 Penalty: 4551.530762
	Iteration 26Q: 3 clusters Score -1139624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1139666.250000 Penalty: 4551.530762
	Iteration 27Q: 3 clusters Score -1139666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1139704.250000 Penalty: 4551.530762
	Iteration 28Q: 3 clusters Score -1139704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1139743.250000 Penalty: 4551.530762
	Iteration 29Q: 3 clusters Score -1139743 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1139775.875000 Penalty: 4551.530762
	Iteration 30Q: 3 clusters Score -1139776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1139797.125000 Penalty: 4551.530762
	Iteration 31Q: 3 clusters Score -1139797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1139815.250000 Penalty: 4551.530762
	Iteration 32Q: 3 clusters Score -1139815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1139838.000000 Penalty: 4551.530762
	Iteration 33Q: 3 clusters Score -1139838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1139860.250000 Penalty: 4551.530762
	Iteration 34Q: 3 clusters Score -1139860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1139876.125000 Penalty: 4551.530762
	Iteration 35Q: 3 clusters Score -1139876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1139893.250000 Penalty: 4551.530762
	Iteration 36Q: 3 clusters Score -1139893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1139906.750000 Penalty: 4551.530762
	Iteration 37Q: 3 clusters Score -1139907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1139911.500000 Penalty: 4551.530762
	Iteration 38Q: 3 clusters Score -1139912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1139917.625000 Penalty: 4551.530762
	Iteration 39Q: 3 clusters Score -1139918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1139922.500000 Penalty: 4551.530762
	Iteration 40F: 3 clusters Score -1139922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1139925.250000 Penalty: 4551.530762
	Iteration 41Q: 3 clusters Score -1139925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1139930.500000 Penalty: 4551.530762
	Iteration 42Q: 3 clusters Score -1139930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1139930.375000 Penalty: 4551.530762
	Iteration 43Q: 3 clusters Score -1139930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1139931.250000 Penalty: 4551.530762
	Iteration 44Q: 3 clusters Score -1139931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1139931.250000 Penalty: 4551.530762
	Iteration 45F: 3 clusters Score -1139931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -130113.179688 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -130113.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128201.718750 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -128201.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128806.179688 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -128806.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -128994.203125 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -128994.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -129132.687500 Penalty: 3544.408447
	Iteration 3F: 3 clusters Score -129132.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -129280.062500 Penalty: 3544.408447
	Iteration 4F: 3 clusters Score -129280.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -129376.187500 Penalty: 3544.408447
	Iteration 5Q: 3 clusters Score -129376.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -129463.859375 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -129463.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -129526.257812 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -129526.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -129563.882812 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -129563.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -129591.085938 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -129591.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -129599.976562 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -129600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -129604.765625 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -129604.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -129609.523438 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -129609.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -129609.523438 Penalty: 3544.408447
	Iteration 13F: 3 clusters Score -129609.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Entering Unmasked Estep 
Score: -4275127.000000 Penalty: 2614.172119
	Iteration 0F: 2 clusters Score -4275127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -4249354.500000 Penalty: 5228.344238
	Iteration 0F: 3 clusters Score -4249354 nChanged 17299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4259178.500000 Penalty: 5228.344238
	Iteration 1F: 3 clusters Score -4259178 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4260432.000000 Penalty: 5228.344238
	Iteration 2F: 3 clusters Score -4260432 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -4261716.000000 Penalty: 5228.344238
	Iteration 3F: 3 clusters Score -4261716 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4262771.000000 Penalty: 5228.344238
	Iteration 4F: 3 clusters Score -4262771 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4263632.500000 Penalty: 5228.344238
	Iteration 5F: 3 clusters Score -4263632 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -4264378.500000 Penalty: 5228.344238
	Iteration 6Q: 3 clusters Score -4264378 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4264974.500000 Penalty: 5228.344238
	Iteration 7Q: 3 clusters Score -4264974 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -4265502.500000 Penalty: 5228.344238
	Iteration 8Q: 3 clusters Score -4265502 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -4265916.500000 Penalty: 5228.344238
	Iteration 9Q: 3 clusters Score -4265916 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4266267.500000 Penalty: 5228.344238
	Iteration 10Q: 3 clusters Score -4266268 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4266538.500000 Penalty: 5228.344238
	Iteration 11Q: 3 clusters Score -4266538 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -4266754.000000 Penalty: 5228.344238
	Iteration 12Q: 3 clusters Score -4266754 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -4266931.500000 Penalty: 5228.344238
	Iteration 13Q: 3 clusters Score -4266932 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -4267092.500000 Penalty: 5228.344238
	Iteration 14Q: 3 clusters Score -4267092 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4267212.000000 Penalty: 5228.344238
	Iteration 15Q: 3 clusters Score -4267212 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -4267354.500000 Penalty: 5228.344238
	Iteration 16Q: 3 clusters Score -4267354 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4267470.500000 Penalty: 5228.344238
	Iteration 17Q: 3 clusters Score -4267470 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -4267568.500000 Penalty: 5228.344238
	Iteration 18Q: 3 clusters Score -4267568 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -4267705.500000 Penalty: 5228.344238
	Iteration 19Q: 3 clusters Score -4267706 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4267815.000000 Penalty: 5228.344238
	Iteration 20F: 3 clusters Score -4267815 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -4267944.000000 Penalty: 5228.344238
	Iteration 21Q: 3 clusters Score -4267944 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4268078.500000 Penalty: 5228.344238
	Iteration 22Q: 3 clusters Score -4268078 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4268242.000000 Penalty: 5228.344238
	Iteration 23Q: 3 clusters Score -4268242 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -4268408.000000 Penalty: 5228.344238
	Iteration 24Q: 3 clusters Score -4268408 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -4268604.000000 Penalty: 5228.344238
	Iteration 25Q: 3 clusters Score -4268604 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -4268800.000000 Penalty: 5228.344238
	Iteration 26Q: 3 clusters Score -4268800 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -4269040.000000 Penalty: 5228.344238
	Iteration 27Q: 3 clusters Score -4269040 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4269296.000000 Penalty: 5228.344238
	Iteration 28Q: 3 clusters Score -4269296 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -4269513.000000 Penalty: 5228.344238
	Iteration 29Q: 3 clusters Score -4269513 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -4269756.500000 Penalty: 5228.344238
	Iteration 30Q: 3 clusters Score -4269756 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4270014.500000 Penalty: 5228.344238
	Iteration 31Q: 3 clusters Score -4270014 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -4270258.500000 Penalty: 5228.344238
	Iteration 32Q: 3 clusters Score -4270258 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -4270502.000000 Penalty: 5228.344238
	Iteration 33Q: 3 clusters Score -4270502 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -4270774.500000 Penalty: 5228.344238
	Iteration 34Q: 3 clusters Score -4270774 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -4271022.000000 Penalty: 5228.344238
	Iteration 35Q: 3 clusters Score -4271022 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4271235.500000 Penalty: 5228.344238
	Iteration 36Q: 3 clusters Score -4271236 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -4271421.000000 Penalty: 5228.344238
	Iteration 37Q: 3 clusters Score -4271421 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -4271578.000000 Penalty: 5228.344238
	Iteration 38Q: 3 clusters Score -4271578 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -4271718.500000 Penalty: 5228.344238
	Iteration 39Q: 3 clusters Score -4271718 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -4271863.500000 Penalty: 5228.344238
	Iteration 40F: 3 clusters Score -4271864 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4272004.500000 Penalty: 5228.344238
	Iteration 41Q: 3 clusters Score -4272004 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4272113.000000 Penalty: 5228.344238
	Iteration 42Q: 3 clusters Score -4272113 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4272231.500000 Penalty: 5228.344238
	Iteration 43Q: 3 clusters Score -4272232 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4272348.000000 Penalty: 5228.344238
	Iteration 44Q: 3 clusters Score -4272348 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4272442.000000 Penalty: 5228.344238
	Iteration 45Q: 3 clusters Score -4272442 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4272512.000000 Penalty: 5228.344238
	Iteration 46Q: 3 clusters Score -4272512 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4272571.000000 Penalty: 5228.344238
	Iteration 47Q: 3 clusters Score -4272571 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4272626.000000 Penalty: 5228.344238
	Iteration 48Q: 3 clusters Score -4272626 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4272680.500000 Penalty: 5228.344238
	Iteration 49Q: 3 clusters Score -4272680 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4272726.000000 Penalty: 5228.344238
	Iteration 50Q: 3 clusters Score -4272726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4272778.500000 Penalty: 5228.344238
	Iteration 51Q: 3 clusters Score -4272778 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4272819.000000 Penalty: 5228.344238
	Iteration 52Q: 3 clusters Score -4272819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4272863.500000 Penalty: 5228.344238
	Iteration 53Q: 3 clusters Score -4272864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4272902.500000 Penalty: 5228.344238
	Iteration 54Q: 3 clusters Score -4272902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4272911.500000 Penalty: 5228.344238
	Iteration 55Q: 3 clusters Score -4272912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4272922.000000 Penalty: 5228.344238
	Iteration 56Q: 3 clusters Score -4272922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4272935.500000 Penalty: 5228.344238
	Iteration 57Q: 3 clusters Score -4272936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4272953.000000 Penalty: 5228.344238
	Iteration 58Q: 3 clusters Score -4272953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4272962.000000 Penalty: 5228.344238
	Iteration 59Q: 3 clusters Score -4272962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4272963.000000 Penalty: 5228.344238
	Iteration 60F: 3 clusters Score -4272963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4272973.000000 Penalty: 5228.344238
	Iteration 61Q: 3 clusters Score -4272973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4272974.500000 Penalty: 5228.344238
	Iteration 62Q: 3 clusters Score -4272974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4272970.000000 Penalty: 5228.344238
	Iteration 63Q: 3 clusters Score -4272970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4272983.000000 Penalty: 5228.344238
	Iteration 64Q: 3 clusters Score -4272983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4272977.000000 Penalty: 5228.344238
	Iteration 65Q: 3 clusters Score -4272977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4272982.000000 Penalty: 5228.344238
	Iteration 66Q: 3 clusters Score -4272982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4272985.000000 Penalty: 5228.344238
	Iteration 67Q: 3 clusters Score -4272985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4272978.000000 Penalty: 5228.344238
	Iteration 68Q: 3 clusters Score -4272978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4272985.000000 Penalty: 5228.344238
	Iteration 69Q: 3 clusters Score -4272985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4272986.000000 Penalty: 5228.344238
	Iteration 70Q: 3 clusters Score -4272986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4272989.500000 Penalty: 5228.344238
	Iteration 71Q: 3 clusters Score -4272990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4272990.500000 Penalty: 5228.344238
	Iteration 72Q: 3 clusters Score -4272990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4272993.000000 Penalty: 5228.344238
	Iteration 73Q: 3 clusters Score -4272993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4272991.500000 Penalty: 5228.344238
	Iteration 74Q: 3 clusters Score -4272992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4272996.000000 Penalty: 5228.344238
	Iteration 75Q: 3 clusters Score -4272996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4272994.000000 Penalty: 5228.344238
	Iteration 76Q: 3 clusters Score -4272994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4272997.000000 Penalty: 5228.344238
	Iteration 77Q: 3 clusters Score -4272997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4272996.000000 Penalty: 5228.344238
	Iteration 78Q: 3 clusters Score -4272996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4273000.000000 Penalty: 5228.344238
	Iteration 79Q: 3 clusters Score -4273000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4272996.000000 Penalty: 5228.344238
	Iteration 80F: 3 clusters Score -4272996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4273001.000000 Penalty: 5228.344238
	Iteration 81Q: 3 clusters Score -4273001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4273001.500000 Penalty: 5228.344238
	Iteration 82Q: 3 clusters Score -4273002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4273001.500000 Penalty: 5228.344238
	Iteration 83F: 3 clusters Score -4273002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Entering Unmasked Estep 
Score: -3301533.250000 Penalty: 2539.934814
	Iteration 0F: 2 clusters Score -3301533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3282290.750000 Penalty: 5079.869629
	Iteration 0F: 3 clusters Score -3282291 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3289145.750000 Penalty: 5079.869629
	Iteration 1F: 3 clusters Score -3289146 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3289578.000000 Penalty: 5079.869629
	Iteration 2Q: 3 clusters Score -3289578 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3289965.000000 Penalty: 5079.869629
	Iteration 3Q: 3 clusters Score -3289965 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3290364.250000 Penalty: 5079.869629
	Iteration 4Q: 3 clusters Score -3290364 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3290850.750000 Penalty: 5079.869629
	Iteration 5Q: 3 clusters Score -3290851 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3291403.500000 Penalty: 5079.869629
	Iteration 6Q: 3 clusters Score -3291404 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3292113.500000 Penalty: 5079.869629
	Iteration 7Q: 3 clusters Score -3292114 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -3292834.500000 Penalty: 5079.869629
	Iteration 8Q: 3 clusters Score -3292834 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3293616.750000 Penalty: 5079.869629
	Iteration 9Q: 3 clusters Score -3293617 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -3294315.750000 Penalty: 5079.869629
	Iteration 10Q: 3 clusters Score -3294316 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3294958.250000 Penalty: 5079.869629
	Iteration 11Q: 3 clusters Score -3294958 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3295471.000000 Penalty: 5079.869629
	Iteration 12Q: 3 clusters Score -3295471 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3295851.000000 Penalty: 5079.869629
	Iteration 13Q: 3 clusters Score -3295851 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3296094.000000 Penalty: 5079.869629
	Iteration 14Q: 3 clusters Score -3296094 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3296310.750000 Penalty: 5079.869629
	Iteration 15Q: 3 clusters Score -3296311 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -3296484.250000 Penalty: 5079.869629
	Iteration 16Q: 3 clusters Score -3296484 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3296670.250000 Penalty: 5079.869629
	Iteration 17Q: 3 clusters Score -3296670 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -3296895.750000 Penalty: 5079.869629
	Iteration 18Q: 3 clusters Score -3296896 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3297216.750000 Penalty: 5079.869629
	Iteration 19Q: 3 clusters Score -3297217 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3297570.500000 Penalty: 5079.869629
	Iteration 20F: 3 clusters Score -3297570 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3297911.250000 Penalty: 5079.869629
	Iteration 21Q: 3 clusters Score -3297911 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3298179.750000 Penalty: 5079.869629
	Iteration 22Q: 3 clusters Score -3298180 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3298325.750000 Penalty: 5079.869629
	Iteration 23Q: 3 clusters Score -3298326 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3298440.500000 Penalty: 5079.869629
	Iteration 24Q: 3 clusters Score -3298440 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3298535.250000 Penalty: 5079.869629
	Iteration 25Q: 3 clusters Score -3298535 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3298606.750000 Penalty: 5079.869629
	Iteration 26Q: 3 clusters Score -3298607 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3298657.250000 Penalty: 5079.869629
	Iteration 27Q: 3 clusters Score -3298657 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3298683.000000 Penalty: 5079.869629
	Iteration 28Q: 3 clusters Score -3298683 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3298705.750000 Penalty: 5079.869629
	Iteration 29Q: 3 clusters Score -3298706 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3298750.000000 Penalty: 5079.869629
	Iteration 30Q: 3 clusters Score -3298750 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3298761.750000 Penalty: 5079.869629
	Iteration 31Q: 3 clusters Score -3298762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3298786.250000 Penalty: 5079.869629
	Iteration 32Q: 3 clusters Score -3298786 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3298808.500000 Penalty: 5079.869629
	Iteration 33Q: 3 clusters Score -3298808 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3298822.750000 Penalty: 5079.869629
	Iteration 34Q: 3 clusters Score -3298823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3298848.500000 Penalty: 5079.869629
	Iteration 35Q: 3 clusters Score -3298848 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3298875.000000 Penalty: 5079.869629
	Iteration 36Q: 3 clusters Score -3298875 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3298890.500000 Penalty: 5079.869629
	Iteration 37Q: 3 clusters Score -3298890 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3298925.250000 Penalty: 5079.869629
	Iteration 38Q: 3 clusters Score -3298925 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3298947.000000 Penalty: 5079.869629
	Iteration 39Q: 3 clusters Score -3298947 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3298962.500000 Penalty: 5079.869629
	Iteration 40F: 3 clusters Score -3298962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3298980.500000 Penalty: 5079.869629
	Iteration 41Q: 3 clusters Score -3298980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3299002.000000 Penalty: 5079.869629
	Iteration 42Q: 3 clusters Score -3299002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3299017.750000 Penalty: 5079.869629
	Iteration 43Q: 3 clusters Score -3299018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3299026.000000 Penalty: 5079.869629
	Iteration 44Q: 3 clusters Score -3299026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3299047.500000 Penalty: 5079.869629
	Iteration 45Q: 3 clusters Score -3299048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3299053.250000 Penalty: 5079.869629
	Iteration 46Q: 3 clusters Score -3299053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3299062.750000 Penalty: 5079.869629
	Iteration 47Q: 3 clusters Score -3299063 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3299082.500000 Penalty: 5079.869629
	Iteration 48Q: 3 clusters Score -3299082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3299093.500000 Penalty: 5079.869629
	Iteration 49Q: 3 clusters Score -3299094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3299104.750000 Penalty: 5079.869629
	Iteration 50Q: 3 clusters Score -3299105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3299109.500000 Penalty: 5079.869629
	Iteration 51Q: 3 clusters Score -3299110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3299122.250000 Penalty: 5079.869629
	Iteration 52Q: 3 clusters Score -3299122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3299129.000000 Penalty: 5079.869629
	Iteration 53Q: 3 clusters Score -3299129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3299134.000000 Penalty: 5079.869629
	Iteration 54Q: 3 clusters Score -3299134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3299138.000000 Penalty: 5079.869629
	Iteration 55Q: 3 clusters Score -3299138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3299149.000000 Penalty: 5079.869629
	Iteration 56Q: 3 clusters Score -3299149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3299161.750000 Penalty: 5079.869629
	Iteration 57Q: 3 clusters Score -3299162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3299171.500000 Penalty: 5079.869629
	Iteration 58Q: 3 clusters Score -3299172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3299183.500000 Penalty: 5079.869629
	Iteration 59Q: 3 clusters Score -3299184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3299205.250000 Penalty: 5079.869629
	Iteration 60F: 3 clusters Score -3299205 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3299222.000000 Penalty: 5079.869629
	Iteration 61Q: 3 clusters Score -3299222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3299229.500000 Penalty: 5079.869629
	Iteration 62Q: 3 clusters Score -3299230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3299241.750000 Penalty: 5079.869629
	Iteration 63Q: 3 clusters Score -3299242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3299260.250000 Penalty: 5079.869629
	Iteration 64Q: 3 clusters Score -3299260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3299260.500000 Penalty: 5079.869629
	Iteration 65Q: 3 clusters Score -3299260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3299263.000000 Penalty: 5079.869629
	Iteration 66Q: 3 clusters Score -3299263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3299275.750000 Penalty: 5079.869629
	Iteration 67Q: 3 clusters Score -3299276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3299284.750000 Penalty: 5079.869629
	Iteration 68Q: 3 clusters Score -3299285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3299286.000000 Penalty: 5079.869629
	Iteration 69Q: 3 clusters Score -3299286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3299286.500000 Penalty: 5079.869629
	Iteration 70Q: 3 clusters Score -3299286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3299291.250000 Penalty: 5079.869629
	Iteration 71Q: 3 clusters Score -3299291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3299298.500000 Penalty: 5079.869629
	Iteration 72Q: 3 clusters Score -3299298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3299300.000000 Penalty: 5079.869629
	Iteration 73Q: 3 clusters Score -3299300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3299311.250000 Penalty: 5079.869629
	Iteration 74Q: 3 clusters Score -3299311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3299317.250000 Penalty: 5079.869629
	Iteration 75Q: 3 clusters Score -3299317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3299323.250000 Penalty: 5079.869629
	Iteration 76Q: 3 clusters Score -3299323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3299315.500000 Penalty: 5079.869629
	Iteration 77Q: 3 clusters Score -3299316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3299317.500000 Penalty: 5079.869629
	Iteration 78Q: 3 clusters Score -3299318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3299315.250000 Penalty: 5079.869629
	Iteration 79Q: 3 clusters Score -3299315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3299321.250000 Penalty: 5079.869629
	Iteration 80F: 3 clusters Score -3299321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3299324.000000 Penalty: 5079.869629
	Iteration 81Q: 3 clusters Score -3299324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3299324.500000 Penalty: 5079.869629
	Iteration 82Q: 3 clusters Score -3299324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3299327.250000 Penalty: 5079.869629
	Iteration 83Q: 3 clusters Score -3299327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3299330.000000 Penalty: 5079.869629
	Iteration 84Q: 3 clusters Score -3299330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3299337.250000 Penalty: 5079.869629
	Iteration 85Q: 3 clusters Score -3299337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3299328.750000 Penalty: 5079.869629
	Iteration 86Q: 3 clusters Score -3299329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3299331.750000 Penalty: 5079.869629
	Iteration 87Q: 3 clusters Score -3299332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3299335.500000 Penalty: 5079.869629
	Iteration 88Q: 3 clusters Score -3299336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3299337.750000 Penalty: 5079.869629
	Iteration 89Q: 3 clusters Score -3299338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3299335.000000 Penalty: 5079.869629
	Iteration 90Q: 3 clusters Score -3299335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3299340.500000 Penalty: 5079.869629
	Iteration 91Q: 3 clusters Score -3299340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3299339.500000 Penalty: 5079.869629
	Iteration 92Q: 3 clusters Score -3299340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3299342.750000 Penalty: 5079.869629
	Iteration 93Q: 3 clusters Score -3299343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3299348.250000 Penalty: 5079.869629
	Iteration 94Q: 3 clusters Score -3299348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3299350.000000 Penalty: 5079.869629
	Iteration 95Q: 3 clusters Score -3299350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3299348.250000 Penalty: 5079.869629
	Iteration 96Q: 3 clusters Score -3299348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3299344.750000 Penalty: 5079.869629
	Iteration 97Q: 3 clusters Score -3299345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3299346.500000 Penalty: 5079.869629
	Iteration 98Q: 3 clusters Score -3299346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3299349.750000 Penalty: 5079.869629
	Iteration 99Q: 3 clusters Score -3299350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3299347.500000 Penalty: 5079.869629
	Iteration 100F: 3 clusters Score -3299348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3299350.250000 Penalty: 5079.869629
	Iteration 101Q: 3 clusters Score -3299350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3299348.500000 Penalty: 5079.869629
	Iteration 102Q: 3 clusters Score -3299348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3299353.500000 Penalty: 5079.869629
	Iteration 103Q: 3 clusters Score -3299354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3299360.500000 Penalty: 5079.869629
	Iteration 104Q: 3 clusters Score -3299360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3299365.000000 Penalty: 5079.869629
	Iteration 105Q: 3 clusters Score -3299365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3299368.750000 Penalty: 5079.869629
	Iteration 106Q: 3 clusters Score -3299369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3299372.500000 Penalty: 5079.869629
	Iteration 107Q: 3 clusters Score -3299372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3299370.000000 Penalty: 5079.869629
	Iteration 108Q: 3 clusters Score -3299370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3299367.500000 Penalty: 5079.869629
	Iteration 109Q: 3 clusters Score -3299368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3299371.000000 Penalty: 5079.869629
	Iteration 110Q: 3 clusters Score -3299371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3299372.000000 Penalty: 5079.869629
	Iteration 111Q: 3 clusters Score -3299372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3299375.500000 Penalty: 5079.869629
	Iteration 112Q: 3 clusters Score -3299376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3299378.500000 Penalty: 5079.869629
	Iteration 113Q: 3 clusters Score -3299378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3299377.250000 Penalty: 5079.869629
	Iteration 114Q: 3 clusters Score -3299377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3299377.250000 Penalty: 5079.869629
	Iteration 115F: 3 clusters Score -3299377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -60548.015625 Penalty: 1574.586548
	Iteration 0F: 2 clusters Score -60548.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58995.964844 Penalty: 3149.173096
	Iteration 0F: 3 clusters Score -58995.96 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59274.425781 Penalty: 3149.173096
	Iteration 1F: 3 clusters Score -59274.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59399.527344 Penalty: 3149.173096
	Iteration 2F: 3 clusters Score -59399.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59467.585938 Penalty: 3149.173096
	Iteration 3Q: 3 clusters Score -59467.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59523.851562 Penalty: 3149.173096
	Iteration 4Q: 3 clusters Score -59523.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59550.718750 Penalty: 3149.173096
	Iteration 5Q: 3 clusters Score -59550.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59583.562500 Penalty: 3149.173096
	Iteration 6Q: 3 clusters Score -59583.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59620.945312 Penalty: 3149.173096
	Iteration 7Q: 3 clusters Score -59620.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59651.242188 Penalty: 3149.173096
	Iteration 8Q: 3 clusters Score -59651.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59698.503906 Penalty: 3149.173096
	Iteration 9Q: 3 clusters Score -59698.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59756.585938 Penalty: 3149.173096
	Iteration 10Q: 3 clusters Score -59756.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59794.675781 Penalty: 3149.173096
	Iteration 11Q: 3 clusters Score -59794.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59822.902344 Penalty: 3149.173096
	Iteration 12Q: 3 clusters Score -59822.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59850.496094 Penalty: 3149.173096
	Iteration 13Q: 3 clusters Score -59850.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -59900.035156 Penalty: 3149.173096
	Iteration 14Q: 3 clusters Score -59900.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59937.105469 Penalty: 3149.173096
	Iteration 15Q: 3 clusters Score -59937.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -59958.296875 Penalty: 3149.173096
	Iteration 16Q: 3 clusters Score -59958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -59969.593750 Penalty: 3149.173096
	Iteration 17Q: 3 clusters Score -59969.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59979.601562 Penalty: 3149.173096
	Iteration 18Q: 3 clusters Score -59979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59994.851562 Penalty: 3149.173096
	Iteration 19Q: 3 clusters Score -59994.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60002.148438 Penalty: 3149.173096
	Iteration 20F: 3 clusters Score -60002.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -60003.304688 Penalty: 3149.173096
	Iteration 21Q: 3 clusters Score -60003.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60005.667969 Penalty: 3149.173096
	Iteration 22Q: 3 clusters Score -60005.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60007.632812 Penalty: 3149.173096
	Iteration 23Q: 3 clusters Score -60007.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60007.632812 Penalty: 3149.173096
	Iteration 24F: 3 clusters Score -60007.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Entering Unmasked Estep 
Score: -2902772.250000 Penalty: 2508.882080
	Iteration 0F: 2 clusters Score -2902772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2885448.000000 Penalty: 5017.764160
	Iteration 0F: 3 clusters Score -2885448 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2891482.000000 Penalty: 5017.764160
	Iteration 1F: 3 clusters Score -2891482 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2891876.000000 Penalty: 5017.764160
	Iteration 2Q: 3 clusters Score -2891876 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2892210.250000 Penalty: 5017.764160
	Iteration 3Q: 3 clusters Score -2892210 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2892650.250000 Penalty: 5017.764160
	Iteration 4Q: 3 clusters Score -2892650 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2893209.000000 Penalty: 5017.764160
	Iteration 5Q: 3 clusters Score -2893209 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2893960.750000 Penalty: 5017.764160
	Iteration 6F: 3 clusters Score -2893961 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2894903.500000 Penalty: 5017.764160
	Iteration 7F: 3 clusters Score -2894904 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2896068.750000 Penalty: 5017.764160
	Iteration 8F: 3 clusters Score -2896069 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2897476.000000 Penalty: 5017.764160
	Iteration 9F: 3 clusters Score -2897476 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2898806.250000 Penalty: 5017.764160
	Iteration 10F: 3 clusters Score -2898806 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2899667.750000 Penalty: 5017.764160
	Iteration 11Q: 3 clusters Score -2899668 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2900062.250000 Penalty: 5017.764160
	Iteration 12Q: 3 clusters Score -2900062 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2900237.000000 Penalty: 5017.764160
	Iteration 13Q: 3 clusters Score -2900237 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2900353.250000 Penalty: 5017.764160
	Iteration 14Q: 3 clusters Score -2900353 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2900430.750000 Penalty: 5017.764160
	Iteration 15Q: 3 clusters Score -2900431 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2900488.000000 Penalty: 5017.764160
	Iteration 16Q: 3 clusters Score -2900488 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2900523.500000 Penalty: 5017.764160
	Iteration 17Q: 3 clusters Score -2900524 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2900559.250000 Penalty: 5017.764160
	Iteration 18Q: 3 clusters Score -2900559 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2900601.750000 Penalty: 5017.764160
	Iteration 19Q: 3 clusters Score -2900602 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2900627.000000 Penalty: 5017.764160
	Iteration 20F: 3 clusters Score -2900627 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2900657.500000 Penalty: 5017.764160
	Iteration 21Q: 3 clusters Score -2900658 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2900678.750000 Penalty: 5017.764160
	Iteration 22Q: 3 clusters Score -2900679 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2900699.250000 Penalty: 5017.764160
	Iteration 23Q: 3 clusters Score -2900699 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2900712.000000 Penalty: 5017.764160
	Iteration 24Q: 3 clusters Score -2900712 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2900722.750000 Penalty: 5017.764160
	Iteration 25Q: 3 clusters Score -2900723 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2900735.250000 Penalty: 5017.764160
	Iteration 26Q: 3 clusters Score -2900735 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2900745.000000 Penalty: 5017.764160
	Iteration 27Q: 3 clusters Score -2900745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2900756.000000 Penalty: 5017.764160
	Iteration 28Q: 3 clusters Score -2900756 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2900769.750000 Penalty: 5017.764160
	Iteration 29Q: 3 clusters Score -2900770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2900789.500000 Penalty: 5017.764160
	Iteration 30Q: 3 clusters Score -2900790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2900795.750000 Penalty: 5017.764160
	Iteration 31Q: 3 clusters Score -2900796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2900796.000000 Penalty: 5017.764160
	Iteration 32Q: 3 clusters Score -2900796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2900800.000000 Penalty: 5017.764160
	Iteration 33Q: 3 clusters Score -2900800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2900817.000000 Penalty: 5017.764160
	Iteration 34Q: 3 clusters Score -2900817 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2900836.250000 Penalty: 5017.764160
	Iteration 35Q: 3 clusters Score -2900836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2900846.500000 Penalty: 5017.764160
	Iteration 36Q: 3 clusters Score -2900846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2900853.500000 Penalty: 5017.764160
	Iteration 37Q: 3 clusters Score -2900854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2900860.750000 Penalty: 5017.764160
	Iteration 38Q: 3 clusters Score -2900861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2900864.250000 Penalty: 5017.764160
	Iteration 39Q: 3 clusters Score -2900864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2900864.000000 Penalty: 5017.764160
	Iteration 40F: 3 clusters Score -2900864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2900878.000000 Penalty: 5017.764160
	Iteration 41Q: 3 clusters Score -2900878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2900878.250000 Penalty: 5017.764160
	Iteration 42Q: 3 clusters Score -2900878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2900889.000000 Penalty: 5017.764160
	Iteration 43Q: 3 clusters Score -2900889 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2900903.500000 Penalty: 5017.764160
	Iteration 44Q: 3 clusters Score -2900904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2900916.500000 Penalty: 5017.764160
	Iteration 45Q: 3 clusters Score -2900916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2900927.750000 Penalty: 5017.764160
	Iteration 46Q: 3 clusters Score -2900928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2900945.000000 Penalty: 5017.764160
	Iteration 47Q: 3 clusters Score -2900945 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2900971.500000 Penalty: 5017.764160
	Iteration 48Q: 3 clusters Score -2900972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2900977.750000 Penalty: 5017.764160
	Iteration 49Q: 3 clusters Score -2900978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2900991.750000 Penalty: 5017.764160
	Iteration 50Q: 3 clusters Score -2900992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2900997.250000 Penalty: 5017.764160
	Iteration 51Q: 3 clusters Score -2900997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2901012.250000 Penalty: 5017.764160
	Iteration 52Q: 3 clusters Score -2901012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2901025.500000 Penalty: 5017.764160
	Iteration 53Q: 3 clusters Score -2901026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2901044.500000 Penalty: 5017.764160
	Iteration 54Q: 3 clusters Score -2901044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2901060.000000 Penalty: 5017.764160
	Iteration 55Q: 3 clusters Score -2901060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2901077.000000 Penalty: 5017.764160
	Iteration 56Q: 3 clusters Score -2901077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2901096.500000 Penalty: 5017.764160
	Iteration 57Q: 3 clusters Score -2901096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2901117.250000 Penalty: 5017.764160
	Iteration 58Q: 3 clusters Score -2901117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2901124.750000 Penalty: 5017.764160
	Iteration 59Q: 3 clusters Score -2901125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2901130.750000 Penalty: 5017.764160
	Iteration 60F: 3 clusters Score -2901131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2901140.750000 Penalty: 5017.764160
	Iteration 61Q: 3 clusters Score -2901141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2901146.750000 Penalty: 5017.764160
	Iteration 62Q: 3 clusters Score -2901147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2901161.750000 Penalty: 5017.764160
	Iteration 63Q: 3 clusters Score -2901162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2901170.250000 Penalty: 5017.764160
	Iteration 64Q: 3 clusters Score -2901170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2901174.500000 Penalty: 5017.764160
	Iteration 65Q: 3 clusters Score -2901174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2901176.000000 Penalty: 5017.764160
	Iteration 66Q: 3 clusters Score -2901176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2901182.000000 Penalty: 5017.764160
	Iteration 67Q: 3 clusters Score -2901182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2901181.000000 Penalty: 5017.764160
	Iteration 68Q: 3 clusters Score -2901181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2901184.000000 Penalty: 5017.764160
	Iteration 69Q: 3 clusters Score -2901184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2901191.250000 Penalty: 5017.764160
	Iteration 70Q: 3 clusters Score -2901191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2901201.750000 Penalty: 5017.764160
	Iteration 71Q: 3 clusters Score -2901202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2901197.750000 Penalty: 5017.764160
	Iteration 72Q: 3 clusters Score -2901198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2901197.250000 Penalty: 5017.764160
	Iteration 73Q: 3 clusters Score -2901197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2901199.750000 Penalty: 5017.764160
	Iteration 74Q: 3 clusters Score -2901200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2901202.750000 Penalty: 5017.764160
	Iteration 75Q: 3 clusters Score -2901203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2901200.750000 Penalty: 5017.764160
	Iteration 76Q: 3 clusters Score -2901201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2901198.750000 Penalty: 5017.764160
	Iteration 77Q: 3 clusters Score -2901199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2901204.250000 Penalty: 5017.764160
	Iteration 78Q: 3 clusters Score -2901204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2901207.250000 Penalty: 5017.764160
	Iteration 79Q: 3 clusters Score -2901207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2901205.500000 Penalty: 5017.764160
	Iteration 80F: 3 clusters Score -2901206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2901210.250000 Penalty: 5017.764160
	Iteration 81Q: 3 clusters Score -2901210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2901216.000000 Penalty: 5017.764160
	Iteration 82Q: 3 clusters Score -2901216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2901218.750000 Penalty: 5017.764160
	Iteration 83Q: 3 clusters Score -2901219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2901219.750000 Penalty: 5017.764160
	Iteration 84Q: 3 clusters Score -2901220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2901218.250000 Penalty: 5017.764160
	Iteration 85Q: 3 clusters Score -2901218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2901218.500000 Penalty: 5017.764160
	Iteration 86Q: 3 clusters Score -2901218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2901218.500000 Penalty: 5017.764160
	Iteration 87Q: 3 clusters Score -2901218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2901222.500000 Penalty: 5017.764160
	Iteration 88Q: 3 clusters Score -2901222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2901221.250000 Penalty: 5017.764160
	Iteration 89Q: 3 clusters Score -2901221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2901219.750000 Penalty: 5017.764160
	Iteration 90Q: 3 clusters Score -2901220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2901220.000000 Penalty: 5017.764160
	Iteration 91Q: 3 clusters Score -2901220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2901224.250000 Penalty: 5017.764160
	Iteration 92Q: 3 clusters Score -2901224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2901224.250000 Penalty: 5017.764160
	Iteration 93F: 3 clusters Score -2901224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Entering Unmasked Estep 
Score: -3353989.500000 Penalty: 2547.501953
	Iteration 0F: 2 clusters Score -3353990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3334089.500000 Penalty: 5095.003906
	Iteration 0F: 3 clusters Score -3334090 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3341084.000000 Penalty: 5095.003906
	Iteration 1F: 3 clusters Score -3341084 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3341653.250000 Penalty: 5095.003906
	Iteration 2Q: 3 clusters Score -3341653 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3342249.750000 Penalty: 5095.003906
	Iteration 3Q: 3 clusters Score -3342250 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3343023.250000 Penalty: 5095.003906
	Iteration 4F: 3 clusters Score -3343023 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -3344108.250000 Penalty: 5095.003906
	Iteration 5F: 3 clusters Score -3344108 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3345482.000000 Penalty: 5095.003906
	Iteration 6F: 3 clusters Score -3345482 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3347078.250000 Penalty: 5095.003906
	Iteration 7F: 3 clusters Score -3347078 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3348693.250000 Penalty: 5095.003906
	Iteration 8F: 3 clusters Score -3348693 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3349962.000000 Penalty: 5095.003906
	Iteration 9F: 3 clusters Score -3349962 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3350896.750000 Penalty: 5095.003906
	Iteration 10Q: 3 clusters Score -3350897 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3351526.000000 Penalty: 5095.003906
	Iteration 11Q: 3 clusters Score -3351526 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3352045.000000 Penalty: 5095.003906
	Iteration 12Q: 3 clusters Score -3352045 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3352423.000000 Penalty: 5095.003906
	Iteration 13Q: 3 clusters Score -3352423 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3352661.750000 Penalty: 5095.003906
	Iteration 14Q: 3 clusters Score -3352662 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3352805.000000 Penalty: 5095.003906
	Iteration 15Q: 3 clusters Score -3352805 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3352857.250000 Penalty: 5095.003906
	Iteration 16Q: 3 clusters Score -3352857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3352895.250000 Penalty: 5095.003906
	Iteration 17Q: 3 clusters Score -3352895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3352917.250000 Penalty: 5095.003906
	Iteration 18Q: 3 clusters Score -3352917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3352926.250000 Penalty: 5095.003906
	Iteration 19Q: 3 clusters Score -3352926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3352936.750000 Penalty: 5095.003906
	Iteration 20F: 3 clusters Score -3352937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3352939.750000 Penalty: 5095.003906
	Iteration 21Q: 3 clusters Score -3352940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3352938.000000 Penalty: 5095.003906
	Iteration 22Q: 3 clusters Score -3352938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3352940.250000 Penalty: 5095.003906
	Iteration 23Q: 3 clusters Score -3352940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3352945.500000 Penalty: 5095.003906
	Iteration 24Q: 3 clusters Score -3352946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3352950.750000 Penalty: 5095.003906
	Iteration 25Q: 3 clusters Score -3352951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3352950.500000 Penalty: 5095.003906
	Iteration 26Q: 3 clusters Score -3352950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3352949.500000 Penalty: 5095.003906
	Iteration 27Q: 3 clusters Score -3352950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3352949.500000 Penalty: 5095.003906
	Iteration 28Q: 3 clusters Score -3352950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3352949.500000 Penalty: 5095.003906
	Iteration 29F: 3 clusters Score -3352950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -686091.562500 Penalty: 2154.569336
	Iteration 0F: 2 clusters Score -686091.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -680949.562500 Penalty: 4309.138672
	Iteration 0F: 3 clusters Score -680949.6 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -682138.062500 Penalty: 4309.138672
	Iteration 1F: 3 clusters Score -682138.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -682388.562500 Penalty: 4309.138672
	Iteration 2F: 3 clusters Score -682388.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -682543.125000 Penalty: 4309.138672
	Iteration 3F: 3 clusters Score -682543.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -682677.500000 Penalty: 4309.138672
	Iteration 4Q: 3 clusters Score -682677.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -682811.000000 Penalty: 4309.138672
	Iteration 5Q: 3 clusters Score -682811 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -682956.937500 Penalty: 4309.138672
	Iteration 6Q: 3 clusters Score -682956.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -683117.062500 Penalty: 4309.138672
	Iteration 7Q: 3 clusters Score -683117.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -683299.875000 Penalty: 4309.138672
	Iteration 8Q: 3 clusters Score -683299.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -683463.062500 Penalty: 4309.138672
	Iteration 9Q: 3 clusters Score -683463.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -683634.250000 Penalty: 4309.138672
	Iteration 10Q: 3 clusters Score -683634.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -683803.687500 Penalty: 4309.138672
	Iteration 11Q: 3 clusters Score -683803.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -683942.812500 Penalty: 4309.138672
	Iteration 12Q: 3 clusters Score -683942.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -684049.687500 Penalty: 4309.138672
	Iteration 13Q: 3 clusters Score -684049.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -684125.375000 Penalty: 4309.138672
	Iteration 14Q: 3 clusters Score -684125.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -684171.750000 Penalty: 4309.138672
	Iteration 15Q: 3 clusters Score -684171.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -684214.250000 Penalty: 4309.138672
	Iteration 16Q: 3 clusters Score -684214.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -684246.187500 Penalty: 4309.138672
	Iteration 17Q: 3 clusters Score -684246.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -684269.437500 Penalty: 4309.138672
	Iteration 18Q: 3 clusters Score -684269.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -684291.125000 Penalty: 4309.138672
	Iteration 19Q: 3 clusters Score -684291.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -684308.187500 Penalty: 4309.138672
	Iteration 20F: 3 clusters Score -684308.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -684328.000000 Penalty: 4309.138672
	Iteration 21Q: 3 clusters Score -684328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -684337.562500 Penalty: 4309.138672
	Iteration 22Q: 3 clusters Score -684337.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -684344.750000 Penalty: 4309.138672
	Iteration 23Q: 3 clusters Score -684344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -684345.062500 Penalty: 4309.138672
	Iteration 24Q: 3 clusters Score -684345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -684347.812500 Penalty: 4309.138672
	Iteration 25Q: 3 clusters Score -684347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -684350.312500 Penalty: 4309.138672
	Iteration 26Q: 3 clusters Score -684350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -684352.500000 Penalty: 4309.138672
	Iteration 27Q: 3 clusters Score -684352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -684351.937500 Penalty: 4309.138672
	Iteration 28Q: 3 clusters Score -684351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -684351.937500 Penalty: 4309.138672
	Iteration 29F: 3 clusters Score -684351.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Entering Unmasked Estep 
Score: -3264790.500000 Penalty: 2537.883789
	Iteration 0F: 2 clusters Score -3264790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3245628.500000 Penalty: 5075.767578
	Iteration 0F: 3 clusters Score -3245628 nChanged 12437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3252432.500000 Penalty: 5075.767578
	Iteration 1F: 3 clusters Score -3252432 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3253127.500000 Penalty: 5075.767578
	Iteration 2F: 3 clusters Score -3253128 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3254148.000000 Penalty: 5075.767578
	Iteration 3F: 3 clusters Score -3254148 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3255519.000000 Penalty: 5075.767578
	Iteration 4F: 3 clusters Score -3255519 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3257168.000000 Penalty: 5075.767578
	Iteration 5F: 3 clusters Score -3257168 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3259064.750000 Penalty: 5075.767578
	Iteration 6F: 3 clusters Score -3259065 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3260902.250000 Penalty: 5075.767578
	Iteration 7F: 3 clusters Score -3260902 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3262203.500000 Penalty: 5075.767578
	Iteration 8F: 3 clusters Score -3262204 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3262796.250000 Penalty: 5075.767578
	Iteration 9Q: 3 clusters Score -3262796 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3263027.250000 Penalty: 5075.767578
	Iteration 10Q: 3 clusters Score -3263027 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3263148.750000 Penalty: 5075.767578
	Iteration 11Q: 3 clusters Score -3263149 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3263224.500000 Penalty: 5075.767578
	Iteration 12Q: 3 clusters Score -3263224 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3263298.000000 Penalty: 5075.767578
	Iteration 13Q: 3 clusters Score -3263298 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3263358.000000 Penalty: 5075.767578
	Iteration 14Q: 3 clusters Score -3263358 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3263397.500000 Penalty: 5075.767578
	Iteration 15Q: 3 clusters Score -3263398 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3263437.250000 Penalty: 5075.767578
	Iteration 16Q: 3 clusters Score -3263437 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3263473.250000 Penalty: 5075.767578
	Iteration 17Q: 3 clusters Score -3263473 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3263511.750000 Penalty: 5075.767578
	Iteration 18Q: 3 clusters Score -3263512 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3263536.250000 Penalty: 5075.767578
	Iteration 19Q: 3 clusters Score -3263536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3263549.500000 Penalty: 5075.767578
	Iteration 20F: 3 clusters Score -3263550 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3263574.750000 Penalty: 5075.767578
	Iteration 21Q: 3 clusters Score -3263575 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3263586.250000 Penalty: 5075.767578
	Iteration 22Q: 3 clusters Score -3263586 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3263596.250000 Penalty: 5075.767578
	Iteration 23Q: 3 clusters Score -3263596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3263617.000000 Penalty: 5075.767578
	Iteration 24Q: 3 clusters Score -3263617 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3263616.000000 Penalty: 5075.767578
	Iteration 25Q: 3 clusters Score -3263616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3263642.000000 Penalty: 5075.767578
	Iteration 26Q: 3 clusters Score -3263642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3263657.250000 Penalty: 5075.767578
	Iteration 27Q: 3 clusters Score -3263657 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3263666.000000 Penalty: 5075.767578
	Iteration 28Q: 3 clusters Score -3263666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -3263672.000000 Penalty: 5075.767578
	Iteration 29Q: 3 clusters Score -3263672 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3263672.500000 Penalty: 5075.767578
	Iteration 30Q: 3 clusters Score -3263672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3263682.000000 Penalty: 5075.767578
	Iteration 31Q: 3 clusters Score -3263682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3263685.250000 Penalty: 5075.767578
	Iteration 32Q: 3 clusters Score -3263685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3263690.500000 Penalty: 5075.767578
	Iteration 33Q: 3 clusters Score -3263690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3263699.250000 Penalty: 5075.767578
	Iteration 34Q: 3 clusters Score -3263699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3263707.750000 Penalty: 5075.767578
	Iteration 35Q: 3 clusters Score -3263708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3263706.500000 Penalty: 5075.767578
	Iteration 36Q: 3 clusters Score -3263706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3263714.750000 Penalty: 5075.767578
	Iteration 37Q: 3 clusters Score -3263715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3263715.000000 Penalty: 5075.767578
	Iteration 38Q: 3 clusters Score -3263715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3263713.250000 Penalty: 5075.767578
	Iteration 39Q: 3 clusters Score -3263713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3263716.500000 Penalty: 5075.767578
	Iteration 40F: 3 clusters Score -3263716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3263716.500000 Penalty: 5075.767578
	Iteration 41Q: 3 clusters Score -3263716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3263725.500000 Penalty: 5075.767578
	Iteration 42Q: 3 clusters Score -3263726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3263726.250000 Penalty: 5075.767578
	Iteration 43Q: 3 clusters Score -3263726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3263733.000000 Penalty: 5075.767578
	Iteration 44Q: 3 clusters Score -3263733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3263729.750000 Penalty: 5075.767578
	Iteration 45Q: 3 clusters Score -3263730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3263733.500000 Penalty: 5075.767578
	Iteration 46Q: 3 clusters Score -3263734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3263735.500000 Penalty: 5075.767578
	Iteration 47Q: 3 clusters Score -3263736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3263734.250000 Penalty: 5075.767578
	Iteration 48Q: 3 clusters Score -3263734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3263731.250000 Penalty: 5075.767578
	Iteration 49Q: 3 clusters Score -3263731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3263734.000000 Penalty: 5075.767578
	Iteration 50Q: 3 clusters Score -3263734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3263735.250000 Penalty: 5075.767578
	Iteration 51Q: 3 clusters Score -3263735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3263734.750000 Penalty: 5075.767578
	Iteration 52Q: 3 clusters Score -3263735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3263732.500000 Penalty: 5075.767578
	Iteration 53Q: 3 clusters Score -3263732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3263732.500000 Penalty: 5075.767578
	Iteration 54F: 3 clusters Score -3263732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 3 contains 14289 members 
Mstep: Class 5 contains 191737 members 
Mstep: Class 7 contains 257903 members 
Mstep: Class 11 contains 15468 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 37836 members 
Mstep: Class 17 contains 28048 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24747 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639888.000000 Penalty: 46482.957031
Iteration 199Q: 15 clusters Score -7.463989e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 3 contains 14336 members 
Mstep: Class 5 contains 192132 members 
Mstep: Class 7 contains 258108 members 
Mstep: Class 11 contains 15374 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 15 contains 1272 members 
Mstep: Class 16 contains 37458 members 
Mstep: Class 17 contains 27937 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24756 members 
Mstep: Class 20 contains 28911 members 
Mstep: Class 21 contains 5951 members 
Mstep: Class 22 contains 27785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640504.000000 Penalty: 46482.957031
Iteration 200F: 15 clusters Score -7.46405e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 3 contains 14346 members 
Mstep: Class 5 contains 192053 members 
Mstep: Class 7 contains 258276 members 
Mstep: Class 11 contains 15303 members 
Mstep: Class 13 contains 9625 members 
Mstep: Class 15 contains 1270 members 
Mstep: Class 16 contains 37173 members 
Mstep: Class 17 contains 27761 members 
Mstep: Class 18 contains 573 members 
Mstep: Class 19 contains 24735 members 
Mstep: Class 20 contains 28906 members 
Mstep: Class 21 contains 5943 members 
Mstep: Class 22 contains 27740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640944.000000 Penalty: 46482.957031
Iteration 201Q: 15 clusters Score -7.464094e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 3 contains 14377 members 
Mstep: Class 5 contains 191989 members 
Mstep: Class 7 contains 258423 members 
Mstep: Class 11 contains 15245 members 
Mstep: Class 13 contains 9626 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 37000 members 
Mstep: Class 17 contains 27570 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 24743 members 
Mstep: Class 20 contains 28910 members 
Mstep: Class 21 contains 5917 members 
Mstep: Class 22 contains 27695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641040.000000 Penalty: 46482.957031
Iteration 202Q: 15 clusters Score -7.464104e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 3 contains 14408 members 
Mstep: Class 5 contains 191916 members 
Mstep: Class 7 contains 258557 members 
Mstep: Class 11 contains 15199 members 
Mstep: Class 13 contains 9626 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 36851 members 
Mstep: Class 17 contains 27402 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 28910 members 
Mstep: Class 21 contains 5902 members 
Mstep: Class 22 contains 27662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641320.000000 Penalty: 46482.957031
Iteration 203Q: 15 clusters Score -7.464132e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 3 contains 14448 members 
Mstep: Class 5 contains 191798 members 
Mstep: Class 7 contains 258689 members 
Mstep: Class 11 contains 15151 members 
Mstep: Class 13 contains 9613 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 36716 members 
Mstep: Class 17 contains 27257 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 24763 members 
Mstep: Class 20 contains 28909 members 
Mstep: Class 21 contains 5895 members 
Mstep: Class 22 contains 27636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641416.000000 Penalty: 46482.957031
Iteration 204Q: 15 clusters Score -7.464142e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 3 contains 14485 members 
Mstep: Class 5 contains 191653 members 
Mstep: Class 7 contains 258806 members 
Mstep: Class 11 contains 15097 members 
Mstep: Class 13 contains 9607 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 36619 members 
Mstep: Class 17 contains 27137 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 24777 members 
Mstep: Class 20 contains 28903 members 
Mstep: Class 21 contains 5883 members 
Mstep: Class 22 contains 27611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641496.000000 Penalty: 46482.957031
Iteration 205Q: 15 clusters Score -7.46415e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 3 contains 14510 members 
Mstep: Class 5 contains 191504 members 
Mstep: Class 7 contains 258975 members 
Mstep: Class 11 contains 15029 members 
Mstep: Class 13 contains 9597 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 36535 members 
Mstep: Class 17 contains 27008 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 24790 members 
Mstep: Class 20 contains 28900 members 
Mstep: Class 21 contains 5870 members 
Mstep: Class 22 contains 27566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641672.000000 Penalty: 46482.957031
Iteration 206Q: 15 clusters Score -7.464167e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 5 contains 191335 members 
Mstep: Class 7 contains 259121 members 
Mstep: Class 11 contains 14963 members 
Mstep: Class 13 contains 9583 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 36468 members 
Mstep: Class 17 contains 26903 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 24796 members 
Mstep: Class 20 contains 28900 members 
Mstep: Class 21 contains 5862 members 
Mstep: Class 22 contains 27527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641848.000000 Penalty: 46482.957031
Iteration 207Q: 15 clusters Score -7.464185e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 3 contains 14563 members 
Mstep: Class 5 contains 191141 members 
Mstep: Class 7 contains 259310 members 
Mstep: Class 11 contains 14894 members 
Mstep: Class 13 contains 9566 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 36396 members 
Mstep: Class 17 contains 26821 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 24802 members 
Mstep: Class 20 contains 28902 members 
Mstep: Class 21 contains 5853 members 
Mstep: Class 22 contains 27489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641944.000000 Penalty: 46482.957031
Iteration 208Q: 15 clusters Score -7.464194e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 3 contains 14586 members 
Mstep: Class 5 contains 190986 members 
Mstep: Class 7 contains 259484 members 
Mstep: Class 11 contains 14806 members 
Mstep: Class 13 contains 9549 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 36341 members 
Mstep: Class 17 contains 26721 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 24815 members 
Mstep: Class 20 contains 28903 members 
Mstep: Class 21 contains 5846 members 
Mstep: Class 22 contains 27447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642024.000000 Penalty: 46482.957031
Iteration 209Q: 15 clusters Score -7.464202e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 3 contains 14613 members 
Mstep: Class 5 contains 190833 members 
Mstep: Class 7 contains 259617 members 
Mstep: Class 11 contains 14738 members 
Mstep: Class 13 contains 9528 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 36280 members 
Mstep: Class 17 contains 26627 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 24830 members 
Mstep: Class 20 contains 28903 members 
Mstep: Class 21 contains 5843 members 
Mstep: Class 22 contains 27403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642040.000000 Penalty: 46482.957031
Iteration 210Q: 15 clusters Score -7.464204e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 3 contains 14636 members 
Mstep: Class 5 contains 190666 members 
Mstep: Class 7 contains 259746 members 
Mstep: Class 11 contains 14673 members 
Mstep: Class 13 contains 9520 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 36233 members 
Mstep: Class 17 contains 26550 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 24846 members 
Mstep: Class 20 contains 28900 members 
Mstep: Class 21 contains 5837 members 
Mstep: Class 22 contains 27353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642328.000000 Penalty: 46482.957031
Iteration 211Q: 15 clusters Score -7.464233e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 3 contains 14661 members 
Mstep: Class 5 contains 190492 members 
Mstep: Class 7 contains 259891 members 
Mstep: Class 11 contains 14606 members 
Mstep: Class 13 contains 9507 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 36195 members 
Mstep: Class 17 contains 26469 members 
Mstep: Class 18 contains 573 members 
Mstep: Class 19 contains 24849 members 
Mstep: Class 20 contains 28903 members 
Mstep: Class 21 contains 5833 members 
Mstep: Class 22 contains 27298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642528.000000 Penalty: 46482.957031
Iteration 212Q: 15 clusters Score -7.464253e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 3 contains 14670 members 
Mstep: Class 5 contains 190311 members 
Mstep: Class 7 contains 260048 members 
Mstep: Class 11 contains 14558 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 36138 members 
Mstep: Class 17 contains 26389 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24851 members 
Mstep: Class 20 contains 28903 members 
Mstep: Class 21 contains 5829 members 
Mstep: Class 22 contains 27259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642616.000000 Penalty: 46482.957031
Iteration 213Q: 15 clusters Score -7.464262e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 3 contains 14684 members 
Mstep: Class 5 contains 190131 members 
Mstep: Class 7 contains 260192 members 
Mstep: Class 11 contains 14501 members 
Mstep: Class 13 contains 9486 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 36082 members 
Mstep: Class 17 contains 26324 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 24862 members 
Mstep: Class 20 contains 28906 members 
Mstep: Class 21 contains 5826 members 
Mstep: Class 22 contains 27205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642920.000000 Penalty: 46482.957031
Iteration 214Q: 15 clusters Score -7.464292e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 5 contains 189957 members 
Mstep: Class 7 contains 260353 members 
Mstep: Class 11 contains 14459 members 
Mstep: Class 13 contains 9475 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 36029 members 
Mstep: Class 17 contains 26255 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 24870 members 
Mstep: Class 20 contains 28910 members 
Mstep: Class 21 contains 5816 members 
Mstep: Class 22 contains 27153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642952.000000 Penalty: 46482.957031
Iteration 215Q: 15 clusters Score -7.464295e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 5 contains 189795 members 
Mstep: Class 7 contains 260501 members 
Mstep: Class 11 contains 14421 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 35987 members 
Mstep: Class 17 contains 26190 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 28913 members 
Mstep: Class 21 contains 5806 members 
Mstep: Class 22 contains 27107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643096.000000 Penalty: 46482.957031
Iteration 216Q: 15 clusters Score -7.46431e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 3 contains 14710 members 
Mstep: Class 5 contains 189617 members 
Mstep: Class 7 contains 260670 members 
Mstep: Class 11 contains 14380 members 
Mstep: Class 13 contains 9459 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 35935 members 
Mstep: Class 17 contains 26133 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 24904 members 
Mstep: Class 20 contains 28908 members 
Mstep: Class 21 contains 5796 members 
Mstep: Class 22 contains 27070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643096.000000 Penalty: 46482.957031
Iteration 217Q: 15 clusters Score -7.46431e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 3 contains 14732 members 
Mstep: Class 5 contains 189423 members 
Mstep: Class 7 contains 260858 members 
Mstep: Class 11 contains 14319 members 
Mstep: Class 13 contains 9444 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 35883 members 
Mstep: Class 17 contains 26087 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 24927 members 
Mstep: Class 20 contains 28910 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 27047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643096.000000 Penalty: 46482.957031
Iteration 218Q: 15 clusters Score -7.46431e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 3 contains 14759 members 
Mstep: Class 5 contains 189264 members 
Mstep: Class 7 contains 260986 members 
Mstep: Class 11 contains 14275 members 
Mstep: Class 13 contains 9434 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35824 members 
Mstep: Class 17 contains 26047 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 24945 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 5779 members 
Mstep: Class 22 contains 27018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643120.000000 Penalty: 46482.957031
Iteration 219Q: 15 clusters Score -7.464312e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 3 contains 14779 members 
Mstep: Class 5 contains 189113 members 
Mstep: Class 7 contains 261134 members 
Mstep: Class 11 contains 14224 members 
Mstep: Class 13 contains 9423 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35779 members 
Mstep: Class 17 contains 25990 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 24956 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 5770 members 
Mstep: Class 22 contains 26998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643200.000000 Penalty: 46482.957031
Iteration 220F: 15 clusters Score -7.46432e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 3 contains 14802 members 
Mstep: Class 5 contains 188968 members 
Mstep: Class 7 contains 261247 members 
Mstep: Class 11 contains 14166 members 
Mstep: Class 13 contains 9419 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35740 members 
Mstep: Class 17 contains 25950 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 24967 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 5761 members 
Mstep: Class 22 contains 26972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643272.000000 Penalty: 46482.957031
Iteration 221Q: 15 clusters Score -7.464327e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 3 contains 14823 members 
Mstep: Class 5 contains 188856 members 
Mstep: Class 7 contains 261344 members 
Mstep: Class 11 contains 14094 members 
Mstep: Class 13 contains 9419 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35705 members 
Mstep: Class 17 contains 25907 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 24971 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5753 members 
Mstep: Class 22 contains 26966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643184.000000 Penalty: 46482.957031
Iteration 222Q: 15 clusters Score -7.464318e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 3 contains 14843 members 
Mstep: Class 5 contains 188797 members 
Mstep: Class 7 contains 261406 members 
Mstep: Class 11 contains 14007 members 
Mstep: Class 13 contains 9420 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35674 members 
Mstep: Class 17 contains 25851 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 24978 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 5741 members 
Mstep: Class 22 contains 26963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643240.000000 Penalty: 46482.957031
Iteration 223Q: 15 clusters Score -7.464324e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 3 contains 14862 members 
Mstep: Class 5 contains 188723 members 
Mstep: Class 7 contains 261486 members 
Mstep: Class 11 contains 13921 members 
Mstep: Class 13 contains 9424 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35651 members 
Mstep: Class 17 contains 25805 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 24973 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5733 members 
Mstep: Class 22 contains 26946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643272.000000 Penalty: 46482.957031
Iteration 224Q: 15 clusters Score -7.464327e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 3 contains 14873 members 
Mstep: Class 5 contains 188683 members 
Mstep: Class 7 contains 261591 members 
Mstep: Class 11 contains 13842 members 
Mstep: Class 13 contains 9418 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35622 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 24966 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 26924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643408.000000 Penalty: 46482.957031
Iteration 225Q: 15 clusters Score -7.464341e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 3 contains 14887 members 
Mstep: Class 5 contains 188653 members 
Mstep: Class 7 contains 261674 members 
Mstep: Class 11 contains 13766 members 
Mstep: Class 13 contains 9418 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35604 members 
Mstep: Class 17 contains 25677 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 24969 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5729 members 
Mstep: Class 22 contains 26905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643552.000000 Penalty: 46482.957031
Iteration 226Q: 15 clusters Score -7.464355e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 3 contains 14897 members 
Mstep: Class 5 contains 188612 members 
Mstep: Class 7 contains 261730 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 13 contains 9420 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35575 members 
Mstep: Class 17 contains 25619 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 24980 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5733 members 
Mstep: Class 22 contains 26881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643616.000000 Penalty: 46482.957031
Iteration 227Q: 15 clusters Score -7.464362e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 3 contains 14914 members 
Mstep: Class 5 contains 188584 members 
Mstep: Class 7 contains 261774 members 
Mstep: Class 11 contains 13618 members 
Mstep: Class 13 contains 9418 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35550 members 
Mstep: Class 17 contains 25556 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25001 members 
Mstep: Class 20 contains 28914 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 26858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643904.000000 Penalty: 46482.957031
Iteration 228Q: 15 clusters Score -7.46439e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 3 contains 14924 members 
Mstep: Class 5 contains 188572 members 
Mstep: Class 7 contains 261821 members 
Mstep: Class 11 contains 13535 members 
Mstep: Class 13 contains 9418 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 35522 members 
Mstep: Class 17 contains 25478 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25028 members 
Mstep: Class 20 contains 28914 members 
Mstep: Class 21 contains 5733 members 
Mstep: Class 22 contains 26834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643896.000000 Penalty: 46482.957031
Iteration 229Q: 15 clusters Score -7.46439e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 3 contains 14926 members 
Mstep: Class 5 contains 188520 members 
Mstep: Class 7 contains 261933 members 
Mstep: Class 11 contains 13448 members 
Mstep: Class 13 contains 9414 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 35481 members 
Mstep: Class 17 contains 25409 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25039 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 22 contains 26823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644016.000000 Penalty: 46482.957031
Iteration 230Q: 15 clusters Score -7.464402e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 3 contains 14943 members 
Mstep: Class 5 contains 188450 members 
Mstep: Class 7 contains 262076 members 
Mstep: Class 11 contains 13371 members 
Mstep: Class 13 contains 9403 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35448 members 
Mstep: Class 17 contains 25336 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25051 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 26802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644088.000000 Penalty: 46482.957031
Iteration 231Q: 15 clusters Score -7.464409e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 3 contains 14952 members 
Mstep: Class 5 contains 188386 members 
Mstep: Class 7 contains 262169 members 
Mstep: Class 11 contains 13308 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35420 members 
Mstep: Class 17 contains 25280 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25056 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 26783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643960.000000 Penalty: 46482.957031
Iteration 232Q: 15 clusters Score -7.464396e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 3 contains 14956 members 
Mstep: Class 5 contains 188334 members 
Mstep: Class 7 contains 262279 members 
Mstep: Class 11 contains 13250 members 
Mstep: Class 13 contains 9391 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35383 members 
Mstep: Class 17 contains 25218 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25058 members 
Mstep: Class 20 contains 28920 members 
Mstep: Class 21 contains 5729 members 
Mstep: Class 22 contains 26765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643984.000000 Penalty: 46482.957031
Iteration 233Q: 15 clusters Score -7.464398e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 3 contains 14971 members 
Mstep: Class 5 contains 188251 members 
Mstep: Class 7 contains 262397 members 
Mstep: Class 11 contains 13200 members 
Mstep: Class 13 contains 9387 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35357 members 
Mstep: Class 17 contains 25145 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25061 members 
Mstep: Class 20 contains 28922 members 
Mstep: Class 21 contains 5725 members 
Mstep: Class 22 contains 26747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644040.000000 Penalty: 46482.957031
Iteration 234Q: 15 clusters Score -7.464404e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 3 contains 14979 members 
Mstep: Class 5 contains 188156 members 
Mstep: Class 7 contains 262512 members 
Mstep: Class 11 contains 13156 members 
Mstep: Class 13 contains 9390 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35333 members 
Mstep: Class 17 contains 25083 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25067 members 
Mstep: Class 20 contains 28921 members 
Mstep: Class 21 contains 5726 members 
Mstep: Class 22 contains 26734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644080.000000 Penalty: 46482.957031
Iteration 235Q: 15 clusters Score -7.464408e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 3 contains 14989 members 
Mstep: Class 5 contains 188056 members 
Mstep: Class 7 contains 262654 members 
Mstep: Class 11 contains 13125 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35303 members 
Mstep: Class 17 contains 25023 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25075 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 5719 members 
Mstep: Class 22 contains 26716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644152.000000 Penalty: 46482.957031
Iteration 236Q: 15 clusters Score -7.464415e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 3 contains 15008 members 
Mstep: Class 5 contains 187965 members 
Mstep: Class 7 contains 262798 members 
Mstep: Class 11 contains 13085 members 
Mstep: Class 13 contains 9393 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35274 members 
Mstep: Class 17 contains 24980 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25081 members 
Mstep: Class 20 contains 28920 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 26690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644304.000000 Penalty: 46482.957031
Iteration 237Q: 15 clusters Score -7.46443e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 3 contains 15017 members 
Mstep: Class 5 contains 187868 members 
Mstep: Class 7 contains 262947 members 
Mstep: Class 11 contains 13048 members 
Mstep: Class 13 contains 9385 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35247 members 
Mstep: Class 17 contains 24925 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25082 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 26675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644248.000000 Penalty: 46482.957031
Iteration 238Q: 15 clusters Score -7.464425e+07 nChanged 521
Entering ConstructFrom: 
Score: -74644248.000000 Penalty: 46482.957031
Entering ConstructFrom: 
Trying to split cluster 1 (15480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Entering Unmasked Estep 
Score: -1832289.375000 Penalty: 2392.531494
	Iteration 0F: 2 clusters Score -1832289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1821041.250000 Penalty: 4785.062988
	Iteration 0F: 3 clusters Score -1821041 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1824615.125000 Penalty: 4785.062988
	Iteration 1F: 3 clusters Score -1824615 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1824935.625000 Penalty: 4785.062988
	Iteration 2F: 3 clusters Score -1824936 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1825202.625000 Penalty: 4785.062988
	Iteration 3Q: 3 clusters Score -1825203 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1825448.375000 Penalty: 4785.062988
	Iteration 4Q: 3 clusters Score -1825448 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1825710.250000 Penalty: 4785.062988
	Iteration 5Q: 3 clusters Score -1825710 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1826004.875000 Penalty: 4785.062988
	Iteration 6Q: 3 clusters Score -1826005 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1826350.375000 Penalty: 4785.062988
	Iteration 7Q: 3 clusters Score -1826350 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1826785.750000 Penalty: 4785.062988
	Iteration 8Q: 3 clusters Score -1826786 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1827344.375000 Penalty: 4785.062988
	Iteration 9F: 3 clusters Score -1827344 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1827946.750000 Penalty: 4785.062988
	Iteration 10F: 3 clusters Score -1827947 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1828557.625000 Penalty: 4785.062988
	Iteration 11Q: 3 clusters Score -1828558 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1829104.500000 Penalty: 4785.062988
	Iteration 12Q: 3 clusters Score -1829104 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1829514.625000 Penalty: 4785.062988
	Iteration 13Q: 3 clusters Score -1829515 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1829762.000000 Penalty: 4785.062988
	Iteration 14Q: 3 clusters Score -1829762 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1829905.875000 Penalty: 4785.062988
	Iteration 15Q: 3 clusters Score -1829906 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1829990.750000 Penalty: 4785.062988
	Iteration 16Q: 3 clusters Score -1829991 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1830046.875000 Penalty: 4785.062988
	Iteration 17Q: 3 clusters Score -1830047 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1830087.750000 Penalty: 4785.062988
	Iteration 18Q: 3 clusters Score -1830088 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1830121.375000 Penalty: 4785.062988
	Iteration 19Q: 3 clusters Score -1830121 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1830145.250000 Penalty: 4785.062988
	Iteration 20F: 3 clusters Score -1830145 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1830167.750000 Penalty: 4785.062988
	Iteration 21Q: 3 clusters Score -1830168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1830191.125000 Penalty: 4785.062988
	Iteration 22Q: 3 clusters Score -1830191 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1830210.000000 Penalty: 4785.062988
	Iteration 23Q: 3 clusters Score -1830210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1830229.625000 Penalty: 4785.062988
	Iteration 24Q: 3 clusters Score -1830230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1830246.500000 Penalty: 4785.062988
	Iteration 25Q: 3 clusters Score -1830246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1830263.125000 Penalty: 4785.062988
	Iteration 26Q: 3 clusters Score -1830263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1830274.625000 Penalty: 4785.062988
	Iteration 27Q: 3 clusters Score -1830275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1830285.250000 Penalty: 4785.062988
	Iteration 28Q: 3 clusters Score -1830285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1830296.125000 Penalty: 4785.062988
	Iteration 29Q: 3 clusters Score -1830296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1830299.750000 Penalty: 4785.062988
	Iteration 30Q: 3 clusters Score -1830300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1830307.750000 Penalty: 4785.062988
	Iteration 31Q: 3 clusters Score -1830308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1830308.750000 Penalty: 4785.062988
	Iteration 32Q: 3 clusters Score -1830309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1830314.875000 Penalty: 4785.062988
	Iteration 33Q: 3 clusters Score -1830315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1830317.250000 Penalty: 4785.062988
	Iteration 34Q: 3 clusters Score -1830317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1830322.750000 Penalty: 4785.062988
	Iteration 35Q: 3 clusters Score -1830323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1830330.000000 Penalty: 4785.062988
	Iteration 36Q: 3 clusters Score -1830330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1830334.500000 Penalty: 4785.062988
	Iteration 37Q: 3 clusters Score -1830334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1830340.750000 Penalty: 4785.062988
	Iteration 38Q: 3 clusters Score -1830341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1830344.625000 Penalty: 4785.062988
	Iteration 39Q: 3 clusters Score -1830345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1830345.500000 Penalty: 4785.062988
	Iteration 40F: 3 clusters Score -1830346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1830345.500000 Penalty: 4785.062988
	Iteration 41Q: 3 clusters Score -1830346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1830348.750000 Penalty: 4785.062988
	Iteration 42Q: 3 clusters Score -1830349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1830352.000000 Penalty: 4785.062988
	Iteration 43Q: 3 clusters Score -1830352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1830349.625000 Penalty: 4785.062988
	Iteration 44Q: 3 clusters Score -1830350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1830355.125000 Penalty: 4785.062988
	Iteration 45Q: 3 clusters Score -1830355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1830351.750000 Penalty: 4785.062988
	Iteration 46Q: 3 clusters Score -1830352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1830351.250000 Penalty: 4785.062988
	Iteration 47Q: 3 clusters Score -1830351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1830351.875000 Penalty: 4785.062988
	Iteration 48Q: 3 clusters Score -1830352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1830354.500000 Penalty: 4785.062988
	Iteration 49Q: 3 clusters Score -1830354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1830356.250000 Penalty: 4785.062988
	Iteration 50Q: 3 clusters Score -1830356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1830356.125000 Penalty: 4785.062988
	Iteration 51Q: 3 clusters Score -1830356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1830361.000000 Penalty: 4785.062988
	Iteration 52Q: 3 clusters Score -1830361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1830365.875000 Penalty: 4785.062988
	Iteration 53Q: 3 clusters Score -1830366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1830372.875000 Penalty: 4785.062988
	Iteration 54Q: 3 clusters Score -1830373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1830374.250000 Penalty: 4785.062988
	Iteration 55Q: 3 clusters Score -1830374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1830375.625000 Penalty: 4785.062988
	Iteration 56Q: 3 clusters Score -1830376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1830381.375000 Penalty: 4785.062988
	Iteration 57Q: 3 clusters Score -1830381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1830386.500000 Penalty: 4785.062988
	Iteration 58Q: 3 clusters Score -1830386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1830393.375000 Penalty: 4785.062988
	Iteration 59Q: 3 clusters Score -1830393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1830395.875000 Penalty: 4785.062988
	Iteration 60F: 3 clusters Score -1830396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1830400.375000 Penalty: 4785.062988
	Iteration 61Q: 3 clusters Score -1830400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1830403.500000 Penalty: 4785.062988
	Iteration 62Q: 3 clusters Score -1830404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1830406.000000 Penalty: 4785.062988
	Iteration 63Q: 3 clusters Score -1830406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1830406.000000 Penalty: 4785.062988
	Iteration 64Q: 3 clusters Score -1830406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1830404.875000 Penalty: 4785.062988
	Iteration 65Q: 3 clusters Score -1830405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1830404.875000 Penalty: 4785.062988
	Iteration 66Q: 3 clusters Score -1830405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1830404.750000 Penalty: 4785.062988
	Iteration 67Q: 3 clusters Score -1830405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1830405.750000 Penalty: 4785.062988
	Iteration 68Q: 3 clusters Score -1830406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1830406.500000 Penalty: 4785.062988
	Iteration 69Q: 3 clusters Score -1830406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1830404.625000 Penalty: 4785.062988
	Iteration 70Q: 3 clusters Score -1830405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1830404.625000 Penalty: 4785.062988
	Iteration 71F: 3 clusters Score -1830405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Entering Unmasked Estep 
Score: -1774909.625000 Penalty: 2385.050293
	Iteration 0F: 2 clusters Score -1774910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1764053.000000 Penalty: 4770.100586
	Iteration 0F: 3 clusters Score -1764053 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1767460.750000 Penalty: 4770.100586
	Iteration 1F: 3 clusters Score -1767461 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1767867.375000 Penalty: 4770.100586
	Iteration 2F: 3 clusters Score -1767867 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1768244.000000 Penalty: 4770.100586
	Iteration 3F: 3 clusters Score -1768244 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1768573.125000 Penalty: 4770.100586
	Iteration 4Q: 3 clusters Score -1768573 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1768878.750000 Penalty: 4770.100586
	Iteration 5Q: 3 clusters Score -1768879 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1769164.750000 Penalty: 4770.100586
	Iteration 6Q: 3 clusters Score -1769165 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1769449.875000 Penalty: 4770.100586
	Iteration 7Q: 3 clusters Score -1769450 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1769745.000000 Penalty: 4770.100586
	Iteration 8Q: 3 clusters Score -1769745 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1770033.250000 Penalty: 4770.100586
	Iteration 9Q: 3 clusters Score -1770033 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1770324.250000 Penalty: 4770.100586
	Iteration 10Q: 3 clusters Score -1770324 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1770589.625000 Penalty: 4770.100586
	Iteration 11Q: 3 clusters Score -1770590 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1770807.375000 Penalty: 4770.100586
	Iteration 12Q: 3 clusters Score -1770807 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1770962.125000 Penalty: 4770.100586
	Iteration 13Q: 3 clusters Score -1770962 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1771088.500000 Penalty: 4770.100586
	Iteration 14Q: 3 clusters Score -1771088 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1771174.625000 Penalty: 4770.100586
	Iteration 15Q: 3 clusters Score -1771175 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1771230.750000 Penalty: 4770.100586
	Iteration 16Q: 3 clusters Score -1771231 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1771268.000000 Penalty: 4770.100586
	Iteration 17Q: 3 clusters Score -1771268 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1771291.625000 Penalty: 4770.100586
	Iteration 18Q: 3 clusters Score -1771292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1771301.375000 Penalty: 4770.100586
	Iteration 19Q: 3 clusters Score -1771301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1771315.000000 Penalty: 4770.100586
	Iteration 20F: 3 clusters Score -1771315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1771324.375000 Penalty: 4770.100586
	Iteration 21Q: 3 clusters Score -1771324 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1771341.250000 Penalty: 4770.100586
	Iteration 22Q: 3 clusters Score -1771341 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1771349.875000 Penalty: 4770.100586
	Iteration 23Q: 3 clusters Score -1771350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1771359.500000 Penalty: 4770.100586
	Iteration 24Q: 3 clusters Score -1771360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1771367.500000 Penalty: 4770.100586
	Iteration 25Q: 3 clusters Score -1771368 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1771377.375000 Penalty: 4770.100586
	Iteration 26Q: 3 clusters Score -1771377 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1771386.875000 Penalty: 4770.100586
	Iteration 27Q: 3 clusters Score -1771387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1771397.000000 Penalty: 4770.100586
	Iteration 28Q: 3 clusters Score -1771397 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1771409.375000 Penalty: 4770.100586
	Iteration 29Q: 3 clusters Score -1771409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1771412.250000 Penalty: 4770.100586
	Iteration 30Q: 3 clusters Score -1771412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1771423.375000 Penalty: 4770.100586
	Iteration 31Q: 3 clusters Score -1771423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1771427.375000 Penalty: 4770.100586
	Iteration 32Q: 3 clusters Score -1771427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1771437.750000 Penalty: 4770.100586
	Iteration 33Q: 3 clusters Score -1771438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1771440.125000 Penalty: 4770.100586
	Iteration 34Q: 3 clusters Score -1771440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1771448.500000 Penalty: 4770.100586
	Iteration 35Q: 3 clusters Score -1771448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1771456.875000 Penalty: 4770.100586
	Iteration 36Q: 3 clusters Score -1771457 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1771455.625000 Penalty: 4770.100586
	Iteration 37Q: 3 clusters Score -1771456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1771463.000000 Penalty: 4770.100586
	Iteration 38Q: 3 clusters Score -1771463 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1771464.750000 Penalty: 4770.100586
	Iteration 39Q: 3 clusters Score -1771465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1771470.500000 Penalty: 4770.100586
	Iteration 40F: 3 clusters Score -1771470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1771486.125000 Penalty: 4770.100586
	Iteration 41Q: 3 clusters Score -1771486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1771492.875000 Penalty: 4770.100586
	Iteration 42Q: 3 clusters Score -1771493 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1771508.125000 Penalty: 4770.100586
	Iteration 43Q: 3 clusters Score -1771508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1771511.875000 Penalty: 4770.100586
	Iteration 44Q: 3 clusters Score -1771512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1771523.500000 Penalty: 4770.100586
	Iteration 45Q: 3 clusters Score -1771524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1771531.500000 Penalty: 4770.100586
	Iteration 46Q: 3 clusters Score -1771532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1771535.875000 Penalty: 4770.100586
	Iteration 47Q: 3 clusters Score -1771536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1771539.875000 Penalty: 4770.100586
	Iteration 48Q: 3 clusters Score -1771540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1771546.750000 Penalty: 4770.100586
	Iteration 49Q: 3 clusters Score -1771547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1771553.125000 Penalty: 4770.100586
	Iteration 50Q: 3 clusters Score -1771553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1771551.750000 Penalty: 4770.100586
	Iteration 51Q: 3 clusters Score -1771552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1771559.250000 Penalty: 4770.100586
	Iteration 52Q: 3 clusters Score -1771559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1771567.750000 Penalty: 4770.100586
	Iteration 53Q: 3 clusters Score -1771568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1771566.125000 Penalty: 4770.100586
	Iteration 54Q: 3 clusters Score -1771566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1771566.375000 Penalty: 4770.100586
	Iteration 55Q: 3 clusters Score -1771566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1771573.000000 Penalty: 4770.100586
	Iteration 56Q: 3 clusters Score -1771573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1771580.250000 Penalty: 4770.100586
	Iteration 57Q: 3 clusters Score -1771580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1771589.250000 Penalty: 4770.100586
	Iteration 58Q: 3 clusters Score -1771589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1771591.250000 Penalty: 4770.100586
	Iteration 59Q: 3 clusters Score -1771591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1771592.375000 Penalty: 4770.100586
	Iteration 60F: 3 clusters Score -1771592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1771601.125000 Penalty: 4770.100586
	Iteration 61Q: 3 clusters Score -1771601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1771606.250000 Penalty: 4770.100586
	Iteration 62Q: 3 clusters Score -1771606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1771615.250000 Penalty: 4770.100586
	Iteration 63Q: 3 clusters Score -1771615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1771617.875000 Penalty: 4770.100586
	Iteration 64Q: 3 clusters Score -1771618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1771617.250000 Penalty: 4770.100586
	Iteration 65Q: 3 clusters Score -1771617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1771625.375000 Penalty: 4770.100586
	Iteration 66Q: 3 clusters Score -1771625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1771632.750000 Penalty: 4770.100586
	Iteration 67Q: 3 clusters Score -1771633 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1771643.125000 Penalty: 4770.100586
	Iteration 68Q: 3 clusters Score -1771643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1771655.625000 Penalty: 4770.100586
	Iteration 69Q: 3 clusters Score -1771656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1771672.750000 Penalty: 4770.100586
	Iteration 70Q: 3 clusters Score -1771673 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1771682.500000 Penalty: 4770.100586
	Iteration 71Q: 3 clusters Score -1771682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1771695.000000 Penalty: 4770.100586
	Iteration 72Q: 3 clusters Score -1771695 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1771718.125000 Penalty: 4770.100586
	Iteration 73Q: 3 clusters Score -1771718 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1771733.750000 Penalty: 4770.100586
	Iteration 74Q: 3 clusters Score -1771734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1771758.750000 Penalty: 4770.100586
	Iteration 75Q: 3 clusters Score -1771759 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1771777.625000 Penalty: 4770.100586
	Iteration 76Q: 3 clusters Score -1771778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1771814.125000 Penalty: 4770.100586
	Iteration 77Q: 3 clusters Score -1771814 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1771847.125000 Penalty: 4770.100586
	Iteration 78Q: 3 clusters Score -1771847 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1771891.625000 Penalty: 4770.100586
	Iteration 79Q: 3 clusters Score -1771892 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1771940.125000 Penalty: 4770.100586
	Iteration 80F: 3 clusters Score -1771940 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1771986.250000 Penalty: 4770.100586
	Iteration 81Q: 3 clusters Score -1771986 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1772016.875000 Penalty: 4770.100586
	Iteration 82Q: 3 clusters Score -1772017 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1772043.500000 Penalty: 4770.100586
	Iteration 83Q: 3 clusters Score -1772044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1772071.500000 Penalty: 4770.100586
	Iteration 84Q: 3 clusters Score -1772072 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1772105.000000 Penalty: 4770.100586
	Iteration 85Q: 3 clusters Score -1772105 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1772148.000000 Penalty: 4770.100586
	Iteration 86Q: 3 clusters Score -1772148 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1772175.125000 Penalty: 4770.100586
	Iteration 87Q: 3 clusters Score -1772175 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1772211.250000 Penalty: 4770.100586
	Iteration 88Q: 3 clusters Score -1772211 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1772242.375000 Penalty: 4770.100586
	Iteration 89Q: 3 clusters Score -1772242 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1772291.625000 Penalty: 4770.100586
	Iteration 90Q: 3 clusters Score -1772292 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1772328.000000 Penalty: 4770.100586
	Iteration 91Q: 3 clusters Score -1772328 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1772358.750000 Penalty: 4770.100586
	Iteration 92Q: 3 clusters Score -1772359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1772389.125000 Penalty: 4770.100586
	Iteration 93Q: 3 clusters Score -1772389 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1772414.125000 Penalty: 4770.100586
	Iteration 94Q: 3 clusters Score -1772414 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1772448.375000 Penalty: 4770.100586
	Iteration 95Q: 3 clusters Score -1772448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1772480.625000 Penalty: 4770.100586
	Iteration 96Q: 3 clusters Score -1772481 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1772512.375000 Penalty: 4770.100586
	Iteration 97Q: 3 clusters Score -1772512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1772538.625000 Penalty: 4770.100586
	Iteration 98Q: 3 clusters Score -1772539 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1772564.375000 Penalty: 4770.100586
	Iteration 99Q: 3 clusters Score -1772564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1772592.875000 Penalty: 4770.100586
	Iteration 100F: 3 clusters Score -1772593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1772618.750000 Penalty: 4770.100586
	Iteration 101Q: 3 clusters Score -1772619 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1772640.875000 Penalty: 4770.100586
	Iteration 102Q: 3 clusters Score -1772641 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1772656.750000 Penalty: 4770.100586
	Iteration 103Q: 3 clusters Score -1772657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1772675.125000 Penalty: 4770.100586
	Iteration 104Q: 3 clusters Score -1772675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1772688.000000 Penalty: 4770.100586
	Iteration 105Q: 3 clusters Score -1772688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1772697.125000 Penalty: 4770.100586
	Iteration 106Q: 3 clusters Score -1772697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1772702.875000 Penalty: 4770.100586
	Iteration 107Q: 3 clusters Score -1772703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1772715.125000 Penalty: 4770.100586
	Iteration 108Q: 3 clusters Score -1772715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1772725.375000 Penalty: 4770.100586
	Iteration 109Q: 3 clusters Score -1772725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1772743.625000 Penalty: 4770.100586
	Iteration 110Q: 3 clusters Score -1772744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1772755.500000 Penalty: 4770.100586
	Iteration 111Q: 3 clusters Score -1772756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1772779.250000 Penalty: 4770.100586
	Iteration 112Q: 3 clusters Score -1772779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1772795.250000 Penalty: 4770.100586
	Iteration 113Q: 3 clusters Score -1772795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1772816.250000 Penalty: 4770.100586
	Iteration 114Q: 3 clusters Score -1772816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1772842.625000 Penalty: 4770.100586
	Iteration 115Q: 3 clusters Score -1772843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1772853.875000 Penalty: 4770.100586
	Iteration 116Q: 3 clusters Score -1772854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1772871.750000 Penalty: 4770.100586
	Iteration 117Q: 3 clusters Score -1772872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1772879.875000 Penalty: 4770.100586
	Iteration 118Q: 3 clusters Score -1772880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1772885.625000 Penalty: 4770.100586
	Iteration 119Q: 3 clusters Score -1772886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1772891.250000 Penalty: 4770.100586
	Iteration 120F: 3 clusters Score -1772891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1772895.375000 Penalty: 4770.100586
	Iteration 121Q: 3 clusters Score -1772895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1772899.250000 Penalty: 4770.100586
	Iteration 122Q: 3 clusters Score -1772899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1772910.625000 Penalty: 4770.100586
	Iteration 123Q: 3 clusters Score -1772911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1772914.750000 Penalty: 4770.100586
	Iteration 124Q: 3 clusters Score -1772915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1772919.375000 Penalty: 4770.100586
	Iteration 125Q: 3 clusters Score -1772919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1772920.250000 Penalty: 4770.100586
	Iteration 126Q: 3 clusters Score -1772920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1772923.125000 Penalty: 4770.100586
	Iteration 127Q: 3 clusters Score -1772923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1772927.375000 Penalty: 4770.100586
	Iteration 128Q: 3 clusters Score -1772927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1772929.375000 Penalty: 4770.100586
	Iteration 129Q: 3 clusters Score -1772929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1772929.375000 Penalty: 4770.100586
	Iteration 130F: 3 clusters Score -1772929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (187774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187774 members 
Entering Unmasked Estep 
Score: -21934792.000000 Penalty: 3011.462402
	Iteration 0F: 2 clusters Score -2.193479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -21814024.000000 Penalty: 6022.924805
	Iteration 0F: 3 clusters Score -2.181402e+07 nChanged 90520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100252 members 
Mstep: Class 2 contains 87522 members 
Entering Unmasked Estep 
Score: -21866546.000000 Penalty: 6022.924805
	Iteration 1F: 3 clusters Score -2.186655e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
Score: -21867828.000000 Penalty: 6022.924805
	Iteration 2Q: 3 clusters Score -2.186783e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110102 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -21870020.000000 Penalty: 6022.924805
	Iteration 3Q: 3 clusters Score -2.187002e+07 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119027 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -21874482.000000 Penalty: 6022.924805
	Iteration 4Q: 3 clusters Score -2.187448e+07 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131857 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -21882644.000000 Penalty: 6022.924805
	Iteration 5F: 3 clusters Score -2.188264e+07 nChanged 16911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148756 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -21896702.000000 Penalty: 6022.924805
	Iteration 6F: 3 clusters Score -2.18967e+07 nChanged 18025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166773 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -21913734.000000 Penalty: 6022.924805
	Iteration 7F: 3 clusters Score -2.191373e+07 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179688 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -21925082.000000 Penalty: 6022.924805
	Iteration 8F: 3 clusters Score -2.192508e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185412 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -21929898.000000 Penalty: 6022.924805
	Iteration 9Q: 3 clusters Score -2.19299e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187050 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -21931382.000000 Penalty: 6022.924805
	Iteration 10Q: 3 clusters Score -2.193138e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187417 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -21931804.000000 Penalty: 6022.924805
	Iteration 11Q: 3 clusters Score -2.19318e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187509 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21931948.000000 Penalty: 6022.924805
	Iteration 12Q: 3 clusters Score -2.193195e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187535 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21932002.000000 Penalty: 6022.924805
	Iteration 13Q: 3 clusters Score -2.1932e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187550 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21932066.000000 Penalty: 6022.924805
	Iteration 14Q: 3 clusters Score -2.193207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187561 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21932070.000000 Penalty: 6022.924805
	Iteration 15Q: 3 clusters Score -2.193207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187562 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21932078.000000 Penalty: 6022.924805
	Iteration 16Q: 3 clusters Score -2.193208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187563 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21932094.000000 Penalty: 6022.924805
	Iteration 17Q: 3 clusters Score -2.193209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187566 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21932104.000000 Penalty: 6022.924805
	Iteration 18Q: 3 clusters Score -2.19321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187568 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21932116.000000 Penalty: 6022.924805
	Iteration 19Q: 3 clusters Score -2.193212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187569 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21932124.000000 Penalty: 6022.924805
	Iteration 20F: 3 clusters Score -2.193212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187571 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21932120.000000 Penalty: 6022.924805
	Iteration 21Q: 3 clusters Score -2.193212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187571 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21932130.000000 Penalty: 6022.924805
	Iteration 22Q: 3 clusters Score -2.193213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187569 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21932124.000000 Penalty: 6022.924805
	Iteration 23Q: 3 clusters Score -2.193212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187570 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21932132.000000 Penalty: 6022.924805
	Iteration 24Q: 3 clusters Score -2.193213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187570 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21932136.000000 Penalty: 6022.924805
	Iteration 25Q: 3 clusters Score -2.193214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187570 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21932136.000000 Penalty: 6022.924805
	Iteration 26F: 3 clusters Score -2.193214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (263092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263092 members 
Entering Unmasked Estep 
Score: -30462702.000000 Penalty: 3095.104248
	Iteration 0F: 2 clusters Score -3.04627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131345 members 
Mstep: Class 2 contains 131747 members 
Entering Unmasked Estep 
Score: -30300176.000000 Penalty: 6190.208496
	Iteration 0F: 3 clusters Score -3.030018e+07 nChanged 127088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125837 members 
Mstep: Class 2 contains 137255 members 
Entering Unmasked Estep 
Score: -30374468.000000 Penalty: 6190.208496
	Iteration 1F: 3 clusters Score -3.037447e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122584 members 
Mstep: Class 2 contains 140508 members 
Entering Unmasked Estep 
Score: -30375732.000000 Penalty: 6190.208496
	Iteration 2Q: 3 clusters Score -3.037573e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117403 members 
Mstep: Class 2 contains 145689 members 
Entering Unmasked Estep 
Score: -30377636.000000 Penalty: 6190.208496
	Iteration 3Q: 3 clusters Score -3.037764e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109459 members 
Mstep: Class 2 contains 153633 members 
Entering Unmasked Estep 
Score: -30380976.000000 Penalty: 6190.208496
	Iteration 4Q: 3 clusters Score -3.038098e+07 nChanged 13413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 165812 members 
Entering Unmasked Estep 
Score: -30387472.000000 Penalty: 6190.208496
	Iteration 5F: 3 clusters Score -3.038747e+07 nChanged 17871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 183141 members 
Entering Unmasked Estep 
Score: -30398242.000000 Penalty: 6190.208496
	Iteration 6F: 3 clusters Score -3.039824e+07 nChanged 22378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 205323 members 
Entering Unmasked Estep 
Score: -30415158.000000 Penalty: 6190.208496
	Iteration 7F: 3 clusters Score -3.041516e+07 nChanged 23325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 228548 members 
Entering Unmasked Estep 
Score: -30433956.000000 Penalty: 6190.208496
	Iteration 8F: 3 clusters Score -3.043396e+07 nChanged 17479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 246003 members 
Entering Unmasked Estep 
Score: -30447578.000000 Penalty: 6190.208496
	Iteration 9F: 3 clusters Score -3.044758e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 255309 members 
Entering Unmasked Estep 
Score: -30454872.000000 Penalty: 6190.208496
	Iteration 10Q: 3 clusters Score -3.045487e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 259148 members 
Entering Unmasked Estep 
Score: -30457772.000000 Penalty: 6190.208496
	Iteration 11Q: 3 clusters Score -3.045777e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 260644 members 
Entering Unmasked Estep 
Score: -30459072.000000 Penalty: 6190.208496
	Iteration 12Q: 3 clusters Score -3.045907e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 261247 members 
Entering Unmasked Estep 
Score: -30459640.000000 Penalty: 6190.208496
	Iteration 13Q: 3 clusters Score -3.045964e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 261519 members 
Entering Unmasked Estep 
Score: -30459898.000000 Penalty: 6190.208496
	Iteration 14Q: 3 clusters Score -3.04599e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 261646 members 
Entering Unmasked Estep 
Score: -30460096.000000 Penalty: 6190.208496
	Iteration 15Q: 3 clusters Score -3.04601e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 261733 members 
Entering Unmasked Estep 
Score: -30460274.000000 Penalty: 6190.208496
	Iteration 16Q: 3 clusters Score -3.046027e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 261788 members 
Entering Unmasked Estep 
Score: -30460376.000000 Penalty: 6190.208496
	Iteration 17Q: 3 clusters Score -3.046038e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 261827 members 
Entering Unmasked Estep 
Score: -30460462.000000 Penalty: 6190.208496
	Iteration 18Q: 3 clusters Score -3.046046e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 261846 members 
Entering Unmasked Estep 
Score: -30460506.000000 Penalty: 6190.208496
	Iteration 19Q: 3 clusters Score -3.046051e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 261860 members 
Entering Unmasked Estep 
Score: -30460516.000000 Penalty: 6190.208496
	Iteration 20F: 3 clusters Score -3.046052e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 261879 members 
Entering Unmasked Estep 
Score: -30460524.000000 Penalty: 6190.208496
	Iteration 21Q: 3 clusters Score -3.046052e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 261885 members 
Entering Unmasked Estep 
Score: -30460550.000000 Penalty: 6190.208496
	Iteration 22Q: 3 clusters Score -3.046055e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 261893 members 
Entering Unmasked Estep 
Score: -30460560.000000 Penalty: 6190.208496
	Iteration 23Q: 3 clusters Score -3.046056e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 261897 members 
Entering Unmasked Estep 
Score: -30460564.000000 Penalty: 6190.208496
	Iteration 24Q: 3 clusters Score -3.046056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 261908 members 
Entering Unmasked Estep 
Score: -30460598.000000 Penalty: 6190.208496
	Iteration 25Q: 3 clusters Score -3.04606e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 261904 members 
Entering Unmasked Estep 
Score: -30460636.000000 Penalty: 6190.208496
	Iteration 26Q: 3 clusters Score -3.046064e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 261900 members 
Entering Unmasked Estep 
Score: -30460646.000000 Penalty: 6190.208496
	Iteration 27Q: 3 clusters Score -3.046065e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 261904 members 
Entering Unmasked Estep 
Score: -30460680.000000 Penalty: 6190.208496
	Iteration 28Q: 3 clusters Score -3.046068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 261905 members 
Entering Unmasked Estep 
Score: -30460682.000000 Penalty: 6190.208496
	Iteration 29Q: 3 clusters Score -3.046068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 261908 members 
Entering Unmasked Estep 
Score: -30460694.000000 Penalty: 6190.208496
	Iteration 30Q: 3 clusters Score -3.046069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 261911 members 
Entering Unmasked Estep 
Score: -30460702.000000 Penalty: 6190.208496
	Iteration 31Q: 3 clusters Score -3.04607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 261913 members 
Entering Unmasked Estep 
Score: -30460686.000000 Penalty: 6190.208496
	Iteration 32Q: 3 clusters Score -3.046069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 261910 members 
Entering Unmasked Estep 
Score: -30460682.000000 Penalty: 6190.208496
	Iteration 33Q: 3 clusters Score -3.046068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 261908 members 
Entering Unmasked Estep 
Score: -30460684.000000 Penalty: 6190.208496
	Iteration 34Q: 3 clusters Score -3.046068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 261905 members 
Entering Unmasked Estep 
Score: -30460700.000000 Penalty: 6190.208496
	Iteration 35Q: 3 clusters Score -3.04607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 261906 members 
Entering Unmasked Estep 
Score: -30460690.000000 Penalty: 6190.208496
	Iteration 36Q: 3 clusters Score -3.046069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 261909 members 
Entering Unmasked Estep 
Score: -30460716.000000 Penalty: 6190.208496
	Iteration 37Q: 3 clusters Score -3.046072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 261907 members 
Entering Unmasked Estep 
Score: -30460708.000000 Penalty: 6190.208496
	Iteration 38Q: 3 clusters Score -3.046071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 261905 members 
Entering Unmasked Estep 
Score: -30460722.000000 Penalty: 6190.208496
	Iteration 39Q: 3 clusters Score -3.046072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 261903 members 
Entering Unmasked Estep 
Score: -30460722.000000 Penalty: 6190.208496
	Iteration 40F: 3 clusters Score -3.046072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 261899 members 
Entering Unmasked Estep 
Score: -30460722.000000 Penalty: 6190.208496
	Iteration 41Q: 3 clusters Score -3.046072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 261891 members 
Entering Unmasked Estep 
Score: -30460750.000000 Penalty: 6190.208496
	Iteration 42Q: 3 clusters Score -3.046075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 261887 members 
Entering Unmasked Estep 
Score: -30460738.000000 Penalty: 6190.208496
	Iteration 43Q: 3 clusters Score -3.046074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 261884 members 
Entering Unmasked Estep 
Score: -30460736.000000 Penalty: 6190.208496
	Iteration 44Q: 3 clusters Score -3.046074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 261885 members 
Entering Unmasked Estep 
Score: -30460738.000000 Penalty: 6190.208496
	Iteration 45Q: 3 clusters Score -3.046074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 261886 members 
Entering Unmasked Estep 
Score: -30460738.000000 Penalty: 6190.208496
	Iteration 46Q: 3 clusters Score -3.046074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 261885 members 
Entering Unmasked Estep 
Score: -30460744.000000 Penalty: 6190.208496
	Iteration 47Q: 3 clusters Score -3.046074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 261884 members 
Entering Unmasked Estep 
Score: -30460746.000000 Penalty: 6190.208496
	Iteration 48Q: 3 clusters Score -3.046075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 261884 members 
Entering Unmasked Estep 
Score: -30460746.000000 Penalty: 6190.208496
	Iteration 49F: 3 clusters Score -3.046075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Entering Unmasked Estep 
Score: -1511425.375000 Penalty: 2349.364258
	Iteration 0F: 2 clusters Score -1511425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1501793.375000 Penalty: 4698.728516
	Iteration 0F: 3 clusters Score -1501793 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1504776.750000 Penalty: 4698.728516
	Iteration 1F: 3 clusters Score -1504777 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1505169.125000 Penalty: 4698.728516
	Iteration 2F: 3 clusters Score -1505169 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1505534.750000 Penalty: 4698.728516
	Iteration 3F: 3 clusters Score -1505535 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1505896.625000 Penalty: 4698.728516
	Iteration 4F: 3 clusters Score -1505897 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1506282.000000 Penalty: 4698.728516
	Iteration 5Q: 3 clusters Score -1506282 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1506750.375000 Penalty: 4698.728516
	Iteration 6F: 3 clusters Score -1506750 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1507285.375000 Penalty: 4698.728516
	Iteration 7F: 3 clusters Score -1507285 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1507856.250000 Penalty: 4698.728516
	Iteration 8F: 3 clusters Score -1507856 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1508369.625000 Penalty: 4698.728516
	Iteration 9Q: 3 clusters Score -1508370 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1508748.750000 Penalty: 4698.728516
	Iteration 10Q: 3 clusters Score -1508749 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1509027.750000 Penalty: 4698.728516
	Iteration 11Q: 3 clusters Score -1509028 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1509174.500000 Penalty: 4698.728516
	Iteration 12Q: 3 clusters Score -1509174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1509260.875000 Penalty: 4698.728516
	Iteration 13Q: 3 clusters Score -1509261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1509297.000000 Penalty: 4698.728516
	Iteration 14Q: 3 clusters Score -1509297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1509315.750000 Penalty: 4698.728516
	Iteration 15Q: 3 clusters Score -1509316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1509328.625000 Penalty: 4698.728516
	Iteration 16Q: 3 clusters Score -1509329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1509338.000000 Penalty: 4698.728516
	Iteration 17Q: 3 clusters Score -1509338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1509345.875000 Penalty: 4698.728516
	Iteration 18Q: 3 clusters Score -1509346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1509350.750000 Penalty: 4698.728516
	Iteration 19Q: 3 clusters Score -1509351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1509354.250000 Penalty: 4698.728516
	Iteration 20F: 3 clusters Score -1509354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1509360.250000 Penalty: 4698.728516
	Iteration 21Q: 3 clusters Score -1509360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1509369.500000 Penalty: 4698.728516
	Iteration 22Q: 3 clusters Score -1509370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1509370.375000 Penalty: 4698.728516
	Iteration 23Q: 3 clusters Score -1509370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1509370.750000 Penalty: 4698.728516
	Iteration 24Q: 3 clusters Score -1509371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1509370.750000 Penalty: 4698.728516
	Iteration 25F: 3 clusters Score -1509371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Entering Unmasked Estep 
Score: -1107318.250000 Penalty: 2268.211670
	Iteration 0F: 2 clusters Score -1107318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1100084.875000 Penalty: 4536.423340
	Iteration 0F: 3 clusters Score -1100085 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1102157.000000 Penalty: 4536.423340
	Iteration 1F: 3 clusters Score -1102157 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1102411.000000 Penalty: 4536.423340
	Iteration 2F: 3 clusters Score -1102411 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1102580.875000 Penalty: 4536.423340
	Iteration 3Q: 3 clusters Score -1102581 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1102704.750000 Penalty: 4536.423340
	Iteration 4Q: 3 clusters Score -1102705 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1102816.875000 Penalty: 4536.423340
	Iteration 5Q: 3 clusters Score -1102817 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1102923.125000 Penalty: 4536.423340
	Iteration 6Q: 3 clusters Score -1102923 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1103046.750000 Penalty: 4536.423340
	Iteration 7Q: 3 clusters Score -1103047 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1103175.750000 Penalty: 4536.423340
	Iteration 8Q: 3 clusters Score -1103176 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1103328.625000 Penalty: 4536.423340
	Iteration 9Q: 3 clusters Score -1103329 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1103524.250000 Penalty: 4536.423340
	Iteration 10Q: 3 clusters Score -1103524 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1103748.750000 Penalty: 4536.423340
	Iteration 11Q: 3 clusters Score -1103749 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1104024.250000 Penalty: 4536.423340
	Iteration 12Q: 3 clusters Score -1104024 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1104323.875000 Penalty: 4536.423340
	Iteration 13Q: 3 clusters Score -1104324 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1104612.500000 Penalty: 4536.423340
	Iteration 14Q: 3 clusters Score -1104612 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1104873.750000 Penalty: 4536.423340
	Iteration 15Q: 3 clusters Score -1104874 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1105065.375000 Penalty: 4536.423340
	Iteration 16Q: 3 clusters Score -1105065 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1105183.250000 Penalty: 4536.423340
	Iteration 17Q: 3 clusters Score -1105183 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1105270.750000 Penalty: 4536.423340
	Iteration 18Q: 3 clusters Score -1105271 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1105333.000000 Penalty: 4536.423340
	Iteration 19Q: 3 clusters Score -1105333 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1105375.875000 Penalty: 4536.423340
	Iteration 20F: 3 clusters Score -1105376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1105400.875000 Penalty: 4536.423340
	Iteration 21Q: 3 clusters Score -1105401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1105416.250000 Penalty: 4536.423340
	Iteration 22Q: 3 clusters Score -1105416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1105422.125000 Penalty: 4536.423340
	Iteration 23Q: 3 clusters Score -1105422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1105429.125000 Penalty: 4536.423340
	Iteration 24Q: 3 clusters Score -1105429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1105436.875000 Penalty: 4536.423340
	Iteration 25Q: 3 clusters Score -1105437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1105437.375000 Penalty: 4536.423340
	Iteration 26Q: 3 clusters Score -1105437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1105439.375000 Penalty: 4536.423340
	Iteration 27Q: 3 clusters Score -1105439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1105439.500000 Penalty: 4536.423340
	Iteration 28Q: 3 clusters Score -1105440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1105440.000000 Penalty: 4536.423340
	Iteration 29Q: 3 clusters Score -1105440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1105442.000000 Penalty: 4536.423340
	Iteration 30Q: 3 clusters Score -1105442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1105440.875000 Penalty: 4536.423340
	Iteration 31Q: 3 clusters Score -1105441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1105441.000000 Penalty: 4536.423340
	Iteration 32Q: 3 clusters Score -1105441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1105441.250000 Penalty: 4536.423340
	Iteration 33Q: 3 clusters Score -1105441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1105441.875000 Penalty: 4536.423340
	Iteration 34Q: 3 clusters Score -1105442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1105441.875000 Penalty: 4536.423340
	Iteration 35F: 3 clusters Score -1105442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -131506.140625 Penalty: 1774.731812
	Iteration 0F: 2 clusters Score -131506.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -129497.250000 Penalty: 3549.463623
	Iteration 0F: 3 clusters Score -129497.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -129993.054688 Penalty: 3549.463623
	Iteration 1F: 3 clusters Score -129993.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -130235.242188 Penalty: 3549.463623
	Iteration 2F: 3 clusters Score -130235.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -130519.617188 Penalty: 3549.463623
	Iteration 3F: 3 clusters Score -130519.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -130687.882812 Penalty: 3549.463623
	Iteration 4F: 3 clusters Score -130687.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -130792.929688 Penalty: 3549.463623
	Iteration 5F: 3 clusters Score -130792.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -130877.710938 Penalty: 3549.463623
	Iteration 6Q: 3 clusters Score -130877.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -130939.257812 Penalty: 3549.463623
	Iteration 7Q: 3 clusters Score -130939.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -130981.148438 Penalty: 3549.463623
	Iteration 8Q: 3 clusters Score -130981.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -131021.875000 Penalty: 3549.463623
	Iteration 9Q: 3 clusters Score -131021.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -131072.093750 Penalty: 3549.463623
	Iteration 10Q: 3 clusters Score -131072.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -131120.687500 Penalty: 3549.463623
	Iteration 11Q: 3 clusters Score -131120.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -131155.062500 Penalty: 3549.463623
	Iteration 12Q: 3 clusters Score -131155.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -131173.843750 Penalty: 3549.463623
	Iteration 13Q: 3 clusters Score -131173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -131192.406250 Penalty: 3549.463623
	Iteration 14Q: 3 clusters Score -131192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -131206.015625 Penalty: 3549.463623
	Iteration 15Q: 3 clusters Score -131206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -131216.984375 Penalty: 3549.463623
	Iteration 16Q: 3 clusters Score -131217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -131222.312500 Penalty: 3549.463623
	Iteration 17Q: 3 clusters Score -131222.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -131227.671875 Penalty: 3549.463623
	Iteration 18Q: 3 clusters Score -131227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -131231.578125 Penalty: 3549.463623
	Iteration 19Q: 3 clusters Score -131231.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -131232.296875 Penalty: 3549.463623
	Iteration 20F: 3 clusters Score -131232.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Entering Unmasked Estep 
Score: -3977617.750000 Penalty: 2596.431885
	Iteration 0F: 2 clusters Score -3977618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3953549.000000 Penalty: 5192.863770
	Iteration 0F: 3 clusters Score -3953549 nChanged 16059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -3962534.000000 Penalty: 5192.863770
	Iteration 1F: 3 clusters Score -3962534 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3963363.750000 Penalty: 5192.863770
	Iteration 2Q: 3 clusters Score -3963364 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3964438.750000 Penalty: 5192.863770
	Iteration 3F: 3 clusters Score -3964439 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3965612.000000 Penalty: 5192.863770
	Iteration 4F: 3 clusters Score -3965612 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -3966703.000000 Penalty: 5192.863770
	Iteration 5F: 3 clusters Score -3966703 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3967662.750000 Penalty: 5192.863770
	Iteration 6F: 3 clusters Score -3967663 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3968613.250000 Penalty: 5192.863770
	Iteration 7F: 3 clusters Score -3968613 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3969517.000000 Penalty: 5192.863770
	Iteration 8F: 3 clusters Score -3969517 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3970338.500000 Penalty: 5192.863770
	Iteration 9Q: 3 clusters Score -3970338 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3971080.000000 Penalty: 5192.863770
	Iteration 10Q: 3 clusters Score -3971080 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3971728.750000 Penalty: 5192.863770
	Iteration 11Q: 3 clusters Score -3971729 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -3972316.750000 Penalty: 5192.863770
	Iteration 12Q: 3 clusters Score -3972317 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3972828.500000 Penalty: 5192.863770
	Iteration 13Q: 3 clusters Score -3972828 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -3973319.500000 Penalty: 5192.863770
	Iteration 14Q: 3 clusters Score -3973320 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -3973814.000000 Penalty: 5192.863770
	Iteration 15Q: 3 clusters Score -3973814 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -3974408.750000 Penalty: 5192.863770
	Iteration 16Q: 3 clusters Score -3974409 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -3975015.000000 Penalty: 5192.863770
	Iteration 17Q: 3 clusters Score -3975015 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -3975687.500000 Penalty: 5192.863770
	Iteration 18Q: 3 clusters Score -3975688 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -3976412.250000 Penalty: 5192.863770
	Iteration 19Q: 3 clusters Score -3976412 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -3976813.250000 Penalty: 5192.863770
	Iteration 20F: 3 clusters Score -3976813 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -3976980.500000 Penalty: 5192.863770
	Iteration 21Q: 3 clusters Score -3976980 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -3977044.000000 Penalty: 5192.863770
	Iteration 22Q: 3 clusters Score -3977044 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -3977080.750000 Penalty: 5192.863770
	Iteration 23Q: 3 clusters Score -3977081 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -3977098.000000 Penalty: 5192.863770
	Iteration 24Q: 3 clusters Score -3977098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -3977100.250000 Penalty: 5192.863770
	Iteration 25Q: 3 clusters Score -3977100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -3977105.750000 Penalty: 5192.863770
	Iteration 26Q: 3 clusters Score -3977106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -3977110.750000 Penalty: 5192.863770
	Iteration 27Q: 3 clusters Score -3977111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -3977108.000000 Penalty: 5192.863770
	Iteration 28Q: 3 clusters Score -3977108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -3977110.500000 Penalty: 5192.863770
	Iteration 29Q: 3 clusters Score -3977110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -3977108.500000 Penalty: 5192.863770
	Iteration 30Q: 3 clusters Score -3977108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -3977107.250000 Penalty: 5192.863770
	Iteration 31Q: 3 clusters Score -3977107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -3977113.750000 Penalty: 5192.863770
	Iteration 32Q: 3 clusters Score -3977114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -3977112.000000 Penalty: 5192.863770
	Iteration 33Q: 3 clusters Score -3977112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -3977111.500000 Penalty: 5192.863770
	Iteration 34Q: 3 clusters Score -3977112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -3977115.250000 Penalty: 5192.863770
	Iteration 35Q: 3 clusters Score -3977115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -3977114.250000 Penalty: 5192.863770
	Iteration 36Q: 3 clusters Score -3977114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -3977116.500000 Penalty: 5192.863770
	Iteration 37Q: 3 clusters Score -3977116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -3977116.500000 Penalty: 5192.863770
	Iteration 38F: 3 clusters Score -3977116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Entering Unmasked Estep 
Score: -2931990.500000 Penalty: 2510.240967
	Iteration 0F: 2 clusters Score -2931990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2914760.000000 Penalty: 5020.481934
	Iteration 0F: 3 clusters Score -2914760 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2920721.000000 Penalty: 5020.481934
	Iteration 1F: 3 clusters Score -2920721 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2921082.250000 Penalty: 5020.481934
	Iteration 2Q: 3 clusters Score -2921082 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2921391.000000 Penalty: 5020.481934
	Iteration 3Q: 3 clusters Score -2921391 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2921624.000000 Penalty: 5020.481934
	Iteration 4Q: 3 clusters Score -2921624 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2921847.750000 Penalty: 5020.481934
	Iteration 5Q: 3 clusters Score -2921848 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2922036.000000 Penalty: 5020.481934
	Iteration 6Q: 3 clusters Score -2922036 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2922265.250000 Penalty: 5020.481934
	Iteration 7Q: 3 clusters Score -2922265 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2922597.750000 Penalty: 5020.481934
	Iteration 8Q: 3 clusters Score -2922598 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2923043.000000 Penalty: 5020.481934
	Iteration 9Q: 3 clusters Score -2923043 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2923644.000000 Penalty: 5020.481934
	Iteration 10Q: 3 clusters Score -2923644 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2924373.500000 Penalty: 5020.481934
	Iteration 11Q: 3 clusters Score -2924374 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2925271.500000 Penalty: 5020.481934
	Iteration 12F: 3 clusters Score -2925272 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2926321.000000 Penalty: 5020.481934
	Iteration 13F: 3 clusters Score -2926321 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2927362.750000 Penalty: 5020.481934
	Iteration 14Q: 3 clusters Score -2927363 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2928193.750000 Penalty: 5020.481934
	Iteration 15Q: 3 clusters Score -2928194 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2928792.750000 Penalty: 5020.481934
	Iteration 16Q: 3 clusters Score -2928793 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2929187.750000 Penalty: 5020.481934
	Iteration 17Q: 3 clusters Score -2929188 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2929431.750000 Penalty: 5020.481934
	Iteration 18Q: 3 clusters Score -2929432 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2929584.000000 Penalty: 5020.481934
	Iteration 19Q: 3 clusters Score -2929584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2929667.250000 Penalty: 5020.481934
	Iteration 20F: 3 clusters Score -2929667 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -2929719.000000 Penalty: 5020.481934
	Iteration 21Q: 3 clusters Score -2929719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -2929746.750000 Penalty: 5020.481934
	Iteration 22Q: 3 clusters Score -2929747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -2929760.750000 Penalty: 5020.481934
	Iteration 23Q: 3 clusters Score -2929761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2929770.000000 Penalty: 5020.481934
	Iteration 24Q: 3 clusters Score -2929770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -2929774.000000 Penalty: 5020.481934
	Iteration 25Q: 3 clusters Score -2929774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -2929783.000000 Penalty: 5020.481934
	Iteration 26Q: 3 clusters Score -2929783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2929786.750000 Penalty: 5020.481934
	Iteration 27Q: 3 clusters Score -2929787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -2929790.000000 Penalty: 5020.481934
	Iteration 28Q: 3 clusters Score -2929790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -2929799.750000 Penalty: 5020.481934
	Iteration 29Q: 3 clusters Score -2929800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2929801.750000 Penalty: 5020.481934
	Iteration 30Q: 3 clusters Score -2929802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -2929804.250000 Penalty: 5020.481934
	Iteration 31Q: 3 clusters Score -2929804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -2929809.250000 Penalty: 5020.481934
	Iteration 32Q: 3 clusters Score -2929809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -2929812.250000 Penalty: 5020.481934
	Iteration 33Q: 3 clusters Score -2929812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -2929810.750000 Penalty: 5020.481934
	Iteration 34Q: 3 clusters Score -2929811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2929815.250000 Penalty: 5020.481934
	Iteration 35Q: 3 clusters Score -2929815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -2929817.000000 Penalty: 5020.481934
	Iteration 36Q: 3 clusters Score -2929817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2929815.000000 Penalty: 5020.481934
	Iteration 37Q: 3 clusters Score -2929815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -2929813.750000 Penalty: 5020.481934
	Iteration 38Q: 3 clusters Score -2929814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2929818.500000 Penalty: 5020.481934
	Iteration 39Q: 3 clusters Score -2929818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -2929824.250000 Penalty: 5020.481934
	Iteration 40F: 3 clusters Score -2929824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2929827.500000 Penalty: 5020.481934
	Iteration 41Q: 3 clusters Score -2929828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -2929832.750000 Penalty: 5020.481934
	Iteration 42Q: 3 clusters Score -2929833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -2929834.000000 Penalty: 5020.481934
	Iteration 43Q: 3 clusters Score -2929834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2929839.500000 Penalty: 5020.481934
	Iteration 44Q: 3 clusters Score -2929840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -2929842.500000 Penalty: 5020.481934
	Iteration 45Q: 3 clusters Score -2929842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -2929852.250000 Penalty: 5020.481934
	Iteration 46Q: 3 clusters Score -2929852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2929858.000000 Penalty: 5020.481934
	Iteration 47Q: 3 clusters Score -2929858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -2929858.750000 Penalty: 5020.481934
	Iteration 48Q: 3 clusters Score -2929859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -2929858.750000 Penalty: 5020.481934
	Iteration 49F: 3 clusters Score -2929859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -60333.105469 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -60333.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58772.976562 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -58772.98 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58953.570312 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -58953.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59000.050781 Penalty: 3147.435547
	Iteration 2Q: 3 clusters Score -59000.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59023.886719 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -59023.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59035.394531 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -59035.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59038.019531 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -59038.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59040.238281 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -59040.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59051.062500 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -59051.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59053.183594 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -59053.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59053.183594 Penalty: 3147.435547
	Iteration 9F: 3 clusters Score -59053.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Entering Unmasked Estep 
Score: -2942751.750000 Penalty: 2512.266113
	Iteration 0F: 2 clusters Score -2942752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2925345.000000 Penalty: 5024.532227
	Iteration 0F: 3 clusters Score -2925345 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2931399.250000 Penalty: 5024.532227
	Iteration 1F: 3 clusters Score -2931399 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2931934.750000 Penalty: 5024.532227
	Iteration 2F: 3 clusters Score -2931935 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2932523.750000 Penalty: 5024.532227
	Iteration 3Q: 3 clusters Score -2932524 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2933193.250000 Penalty: 5024.532227
	Iteration 4F: 3 clusters Score -2933193 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2934030.000000 Penalty: 5024.532227
	Iteration 5F: 3 clusters Score -2934030 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2935072.000000 Penalty: 5024.532227
	Iteration 6F: 3 clusters Score -2935072 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2936261.750000 Penalty: 5024.532227
	Iteration 7F: 3 clusters Score -2936262 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2937481.500000 Penalty: 5024.532227
	Iteration 8F: 3 clusters Score -2937482 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2938440.500000 Penalty: 5024.532227
	Iteration 9F: 3 clusters Score -2938440 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2939011.250000 Penalty: 5024.532227
	Iteration 10Q: 3 clusters Score -2939011 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2939315.750000 Penalty: 5024.532227
	Iteration 11Q: 3 clusters Score -2939316 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2939512.500000 Penalty: 5024.532227
	Iteration 12Q: 3 clusters Score -2939512 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2939654.250000 Penalty: 5024.532227
	Iteration 13Q: 3 clusters Score -2939654 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2939779.500000 Penalty: 5024.532227
	Iteration 14Q: 3 clusters Score -2939780 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2939886.250000 Penalty: 5024.532227
	Iteration 15Q: 3 clusters Score -2939886 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2939976.250000 Penalty: 5024.532227
	Iteration 16Q: 3 clusters Score -2939976 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2940023.250000 Penalty: 5024.532227
	Iteration 17Q: 3 clusters Score -2940023 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2940072.250000 Penalty: 5024.532227
	Iteration 18Q: 3 clusters Score -2940072 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2940107.500000 Penalty: 5024.532227
	Iteration 19Q: 3 clusters Score -2940108 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2940163.000000 Penalty: 5024.532227
	Iteration 20F: 3 clusters Score -2940163 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2940203.500000 Penalty: 5024.532227
	Iteration 21Q: 3 clusters Score -2940204 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2940245.000000 Penalty: 5024.532227
	Iteration 22Q: 3 clusters Score -2940245 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2940292.000000 Penalty: 5024.532227
	Iteration 23Q: 3 clusters Score -2940292 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2940328.000000 Penalty: 5024.532227
	Iteration 24Q: 3 clusters Score -2940328 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2940369.500000 Penalty: 5024.532227
	Iteration 25Q: 3 clusters Score -2940370 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2940400.000000 Penalty: 5024.532227
	Iteration 26Q: 3 clusters Score -2940400 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2940423.500000 Penalty: 5024.532227
	Iteration 27Q: 3 clusters Score -2940424 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2940465.250000 Penalty: 5024.532227
	Iteration 28Q: 3 clusters Score -2940465 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2940500.000000 Penalty: 5024.532227
	Iteration 29Q: 3 clusters Score -2940500 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2940524.000000 Penalty: 5024.532227
	Iteration 30Q: 3 clusters Score -2940524 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2940558.000000 Penalty: 5024.532227
	Iteration 31Q: 3 clusters Score -2940558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2940584.500000 Penalty: 5024.532227
	Iteration 32Q: 3 clusters Score -2940584 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2940591.500000 Penalty: 5024.532227
	Iteration 33Q: 3 clusters Score -2940592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2940612.250000 Penalty: 5024.532227
	Iteration 34Q: 3 clusters Score -2940612 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2940626.750000 Penalty: 5024.532227
	Iteration 35Q: 3 clusters Score -2940627 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2940642.250000 Penalty: 5024.532227
	Iteration 36Q: 3 clusters Score -2940642 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2940672.750000 Penalty: 5024.532227
	Iteration 37Q: 3 clusters Score -2940673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2940704.250000 Penalty: 5024.532227
	Iteration 38Q: 3 clusters Score -2940704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2940717.500000 Penalty: 5024.532227
	Iteration 39Q: 3 clusters Score -2940718 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2940731.000000 Penalty: 5024.532227
	Iteration 40F: 3 clusters Score -2940731 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -2940746.750000 Penalty: 5024.532227
	Iteration 41Q: 3 clusters Score -2940747 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2940759.250000 Penalty: 5024.532227
	Iteration 42Q: 3 clusters Score -2940759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2940761.500000 Penalty: 5024.532227
	Iteration 43Q: 3 clusters Score -2940762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2940774.000000 Penalty: 5024.532227
	Iteration 44Q: 3 clusters Score -2940774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2940792.750000 Penalty: 5024.532227
	Iteration 45Q: 3 clusters Score -2940793 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2940807.500000 Penalty: 5024.532227
	Iteration 46Q: 3 clusters Score -2940808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2940820.250000 Penalty: 5024.532227
	Iteration 47Q: 3 clusters Score -2940820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2940815.500000 Penalty: 5024.532227
	Iteration 48Q: 3 clusters Score -2940816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2940820.500000 Penalty: 5024.532227
	Iteration 49Q: 3 clusters Score -2940820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2940825.000000 Penalty: 5024.532227
	Iteration 50Q: 3 clusters Score -2940825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2940841.750000 Penalty: 5024.532227
	Iteration 51Q: 3 clusters Score -2940842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2940850.000000 Penalty: 5024.532227
	Iteration 52Q: 3 clusters Score -2940850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2940856.750000 Penalty: 5024.532227
	Iteration 53Q: 3 clusters Score -2940857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2940853.750000 Penalty: 5024.532227
	Iteration 54Q: 3 clusters Score -2940854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2940861.500000 Penalty: 5024.532227
	Iteration 55Q: 3 clusters Score -2940862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2940872.000000 Penalty: 5024.532227
	Iteration 56Q: 3 clusters Score -2940872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -2940877.250000 Penalty: 5024.532227
	Iteration 57Q: 3 clusters Score -2940877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2940884.500000 Penalty: 5024.532227
	Iteration 58Q: 3 clusters Score -2940884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2940904.250000 Penalty: 5024.532227
	Iteration 59Q: 3 clusters Score -2940904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2940910.000000 Penalty: 5024.532227
	Iteration 60F: 3 clusters Score -2940910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -2940917.750000 Penalty: 5024.532227
	Iteration 61Q: 3 clusters Score -2940918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2940921.500000 Penalty: 5024.532227
	Iteration 62Q: 3 clusters Score -2940922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2940942.500000 Penalty: 5024.532227
	Iteration 63Q: 3 clusters Score -2940942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -2940982.750000 Penalty: 5024.532227
	Iteration 64Q: 3 clusters Score -2940983 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2940994.250000 Penalty: 5024.532227
	Iteration 65Q: 3 clusters Score -2940994 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -2941024.250000 Penalty: 5024.532227
	Iteration 66Q: 3 clusters Score -2941024 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2941035.000000 Penalty: 5024.532227
	Iteration 67Q: 3 clusters Score -2941035 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2941056.250000 Penalty: 5024.532227
	Iteration 68Q: 3 clusters Score -2941056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -2941074.250000 Penalty: 5024.532227
	Iteration 69Q: 3 clusters Score -2941074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2941080.500000 Penalty: 5024.532227
	Iteration 70Q: 3 clusters Score -2941080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2941101.250000 Penalty: 5024.532227
	Iteration 71Q: 3 clusters Score -2941101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2941113.500000 Penalty: 5024.532227
	Iteration 72Q: 3 clusters Score -2941114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2941122.250000 Penalty: 5024.532227
	Iteration 73Q: 3 clusters Score -2941122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2941131.000000 Penalty: 5024.532227
	Iteration 74Q: 3 clusters Score -2941131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2941133.000000 Penalty: 5024.532227
	Iteration 75Q: 3 clusters Score -2941133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -2941137.000000 Penalty: 5024.532227
	Iteration 76Q: 3 clusters Score -2941137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2941143.000000 Penalty: 5024.532227
	Iteration 77Q: 3 clusters Score -2941143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2941144.000000 Penalty: 5024.532227
	Iteration 78Q: 3 clusters Score -2941144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2941146.000000 Penalty: 5024.532227
	Iteration 79Q: 3 clusters Score -2941146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -2941146.500000 Penalty: 5024.532227
	Iteration 80F: 3 clusters Score -2941146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2941144.750000 Penalty: 5024.532227
	Iteration 81Q: 3 clusters Score -2941145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2941150.250000 Penalty: 5024.532227
	Iteration 82Q: 3 clusters Score -2941150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -2941152.000000 Penalty: 5024.532227
	Iteration 83Q: 3 clusters Score -2941152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2941149.250000 Penalty: 5024.532227
	Iteration 84Q: 3 clusters Score -2941149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2941149.250000 Penalty: 5024.532227
	Iteration 85F: 3 clusters Score -2941149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Entering Unmasked Estep 
Score: -3354004.750000 Penalty: 2547.501953
	Iteration 0F: 2 clusters Score -3354005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3334066.500000 Penalty: 5095.003906
	Iteration 0F: 3 clusters Score -3334066 nChanged 13066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3341081.500000 Penalty: 5095.003906
	Iteration 1F: 3 clusters Score -3341082 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3341678.500000 Penalty: 5095.003906
	Iteration 2Q: 3 clusters Score -3341678 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3342368.500000 Penalty: 5095.003906
	Iteration 3F: 3 clusters Score -3342368 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -3343219.750000 Penalty: 5095.003906
	Iteration 4F: 3 clusters Score -3343220 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3344449.750000 Penalty: 5095.003906
	Iteration 5F: 3 clusters Score -3344450 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3346022.750000 Penalty: 5095.003906
	Iteration 6F: 3 clusters Score -3346023 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3347786.250000 Penalty: 5095.003906
	Iteration 7F: 3 clusters Score -3347786 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3349312.000000 Penalty: 5095.003906
	Iteration 8F: 3 clusters Score -3349312 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3350407.250000 Penalty: 5095.003906
	Iteration 9Q: 3 clusters Score -3350407 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3351062.250000 Penalty: 5095.003906
	Iteration 10Q: 3 clusters Score -3351062 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3351376.000000 Penalty: 5095.003906
	Iteration 11Q: 3 clusters Score -3351376 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -3351531.500000 Penalty: 5095.003906
	Iteration 12Q: 3 clusters Score -3351532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3351617.000000 Penalty: 5095.003906
	Iteration 13Q: 3 clusters Score -3351617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3351683.500000 Penalty: 5095.003906
	Iteration 14Q: 3 clusters Score -3351684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -3351730.500000 Penalty: 5095.003906
	Iteration 15Q: 3 clusters Score -3351730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3351763.000000 Penalty: 5095.003906
	Iteration 16Q: 3 clusters Score -3351763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3351780.750000 Penalty: 5095.003906
	Iteration 17Q: 3 clusters Score -3351781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -3351788.500000 Penalty: 5095.003906
	Iteration 18Q: 3 clusters Score -3351788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -3351811.000000 Penalty: 5095.003906
	Iteration 19Q: 3 clusters Score -3351811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -3351822.250000 Penalty: 5095.003906
	Iteration 20F: 3 clusters Score -3351822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -3351825.500000 Penalty: 5095.003906
	Iteration 21Q: 3 clusters Score -3351826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3351827.500000 Penalty: 5095.003906
	Iteration 22Q: 3 clusters Score -3351828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3351830.250000 Penalty: 5095.003906
	Iteration 23Q: 3 clusters Score -3351830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3351832.750000 Penalty: 5095.003906
	Iteration 24Q: 3 clusters Score -3351833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3351832.750000 Penalty: 5095.003906
	Iteration 25F: 3 clusters Score -3351833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Entering Unmasked Estep 
Score: -660588.125000 Penalty: 2145.150146
	Iteration 0F: 2 clusters Score -660588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -655575.500000 Penalty: 4290.300293
	Iteration 0F: 3 clusters Score -655575.5 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -656850.375000 Penalty: 4290.300293
	Iteration 1F: 3 clusters Score -656850.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -657050.312500 Penalty: 4290.300293
	Iteration 2F: 3 clusters Score -657050.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -657179.875000 Penalty: 4290.300293
	Iteration 3Q: 3 clusters Score -657179.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -657256.562500 Penalty: 4290.300293
	Iteration 4Q: 3 clusters Score -657256.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -657319.250000 Penalty: 4290.300293
	Iteration 5Q: 3 clusters Score -657319.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -657352.937500 Penalty: 4290.300293
	Iteration 6Q: 3 clusters Score -657352.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -657374.875000 Penalty: 4290.300293
	Iteration 7Q: 3 clusters Score -657374.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -657397.187500 Penalty: 4290.300293
	Iteration 8Q: 3 clusters Score -657397.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -657417.375000 Penalty: 4290.300293
	Iteration 9Q: 3 clusters Score -657417.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -657436.250000 Penalty: 4290.300293
	Iteration 10Q: 3 clusters Score -657436.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -657453.312500 Penalty: 4290.300293
	Iteration 11Q: 3 clusters Score -657453.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -657467.562500 Penalty: 4290.300293
	Iteration 12Q: 3 clusters Score -657467.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -657480.312500 Penalty: 4290.300293
	Iteration 13Q: 3 clusters Score -657480.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -657488.562500 Penalty: 4290.300293
	Iteration 14Q: 3 clusters Score -657488.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -657498.375000 Penalty: 4290.300293
	Iteration 15Q: 3 clusters Score -657498.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -657506.625000 Penalty: 4290.300293
	Iteration 16Q: 3 clusters Score -657506.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -657517.937500 Penalty: 4290.300293
	Iteration 17Q: 3 clusters Score -657517.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -657528.625000 Penalty: 4290.300293
	Iteration 18Q: 3 clusters Score -657528.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -657545.312500 Penalty: 4290.300293
	Iteration 19Q: 3 clusters Score -657545.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -657551.312500 Penalty: 4290.300293
	Iteration 20F: 3 clusters Score -657551.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -657555.437500 Penalty: 4290.300293
	Iteration 21Q: 3 clusters Score -657555.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -657563.437500 Penalty: 4290.300293
	Iteration 22Q: 3 clusters Score -657563.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -657567.375000 Penalty: 4290.300293
	Iteration 23Q: 3 clusters Score -657567.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -657570.250000 Penalty: 4290.300293
	Iteration 24Q: 3 clusters Score -657570.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -657576.000000 Penalty: 4290.300293
	Iteration 25Q: 3 clusters Score -657576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -657582.312500 Penalty: 4290.300293
	Iteration 26Q: 3 clusters Score -657582.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -657587.750000 Penalty: 4290.300293
	Iteration 27Q: 3 clusters Score -657587.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -657592.625000 Penalty: 4290.300293
	Iteration 28Q: 3 clusters Score -657592.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -657599.937500 Penalty: 4290.300293
	Iteration 29Q: 3 clusters Score -657599.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -657602.812500 Penalty: 4290.300293
	Iteration 30Q: 3 clusters Score -657602.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -657605.187500 Penalty: 4290.300293
	Iteration 31Q: 3 clusters Score -657605.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -657607.312500 Penalty: 4290.300293
	Iteration 32Q: 3 clusters Score -657607.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -657612.625000 Penalty: 4290.300293
	Iteration 33Q: 3 clusters Score -657612.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -657615.250000 Penalty: 4290.300293
	Iteration 34Q: 3 clusters Score -657615.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -657618.000000 Penalty: 4290.300293
	Iteration 35Q: 3 clusters Score -657618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -657623.625000 Penalty: 4290.300293
	Iteration 36Q: 3 clusters Score -657623.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -657629.875000 Penalty: 4290.300293
	Iteration 37Q: 3 clusters Score -657629.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -657633.187500 Penalty: 4290.300293
	Iteration 38Q: 3 clusters Score -657633.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -657637.312500 Penalty: 4290.300293
	Iteration 39Q: 3 clusters Score -657637.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -657642.250000 Penalty: 4290.300293
	Iteration 40F: 3 clusters Score -657642.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -657651.187500 Penalty: 4290.300293
	Iteration 41Q: 3 clusters Score -657651.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -657657.812500 Penalty: 4290.300293
	Iteration 42Q: 3 clusters Score -657657.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -657661.750000 Penalty: 4290.300293
	Iteration 43Q: 3 clusters Score -657661.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -657667.000000 Penalty: 4290.300293
	Iteration 44Q: 3 clusters Score -657667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -657668.875000 Penalty: 4290.300293
	Iteration 45Q: 3 clusters Score -657668.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -657672.500000 Penalty: 4290.300293
	Iteration 46Q: 3 clusters Score -657672.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -657674.875000 Penalty: 4290.300293
	Iteration 47Q: 3 clusters Score -657674.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -657675.812500 Penalty: 4290.300293
	Iteration 48Q: 3 clusters Score -657675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -657676.875000 Penalty: 4290.300293
	Iteration 49Q: 3 clusters Score -657676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -657677.562500 Penalty: 4290.300293
	Iteration 50Q: 3 clusters Score -657677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -657677.562500 Penalty: 4290.300293
	Iteration 51F: 3 clusters Score -657677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Entering Unmasked Estep 
Score: -3128369.750000 Penalty: 2527.366699
	Iteration 0F: 2 clusters Score -3128370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3110091.500000 Penalty: 5054.733398
	Iteration 0F: 3 clusters Score -3110092 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3116572.500000 Penalty: 5054.733398
	Iteration 1F: 3 clusters Score -3116572 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3117500.250000 Penalty: 5054.733398
	Iteration 2F: 3 clusters Score -3117500 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3118580.250000 Penalty: 5054.733398
	Iteration 3F: 3 clusters Score -3118580 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3119554.500000 Penalty: 5054.733398
	Iteration 4F: 3 clusters Score -3119554 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3120547.250000 Penalty: 5054.733398
	Iteration 5F: 3 clusters Score -3120547 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3121633.000000 Penalty: 5054.733398
	Iteration 6F: 3 clusters Score -3121633 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3122907.500000 Penalty: 5054.733398
	Iteration 7F: 3 clusters Score -3122908 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3124117.250000 Penalty: 5054.733398
	Iteration 8F: 3 clusters Score -3124117 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3124840.500000 Penalty: 5054.733398
	Iteration 9Q: 3 clusters Score -3124840 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3125255.250000 Penalty: 5054.733398
	Iteration 10Q: 3 clusters Score -3125255 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3125554.250000 Penalty: 5054.733398
	Iteration 11Q: 3 clusters Score -3125554 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3125749.750000 Penalty: 5054.733398
	Iteration 12Q: 3 clusters Score -3125750 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3125901.000000 Penalty: 5054.733398
	Iteration 13Q: 3 clusters Score -3125901 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3126035.250000 Penalty: 5054.733398
	Iteration 14Q: 3 clusters Score -3126035 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3126159.750000 Penalty: 5054.733398
	Iteration 15Q: 3 clusters Score -3126160 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3126251.000000 Penalty: 5054.733398
	Iteration 16Q: 3 clusters Score -3126251 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3126353.750000 Penalty: 5054.733398
	Iteration 17Q: 3 clusters Score -3126354 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3126421.250000 Penalty: 5054.733398
	Iteration 18Q: 3 clusters Score -3126421 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -3126468.500000 Penalty: 5054.733398
	Iteration 19Q: 3 clusters Score -3126468 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3126526.750000 Penalty: 5054.733398
	Iteration 20F: 3 clusters Score -3126527 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3126583.750000 Penalty: 5054.733398
	Iteration 21Q: 3 clusters Score -3126584 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -3126623.250000 Penalty: 5054.733398
	Iteration 22Q: 3 clusters Score -3126623 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -3126654.750000 Penalty: 5054.733398
	Iteration 23Q: 3 clusters Score -3126655 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3126691.000000 Penalty: 5054.733398
	Iteration 24Q: 3 clusters Score -3126691 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3126714.500000 Penalty: 5054.733398
	Iteration 25Q: 3 clusters Score -3126714 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3126773.500000 Penalty: 5054.733398
	Iteration 26Q: 3 clusters Score -3126774 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3126811.750000 Penalty: 5054.733398
	Iteration 27Q: 3 clusters Score -3126812 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3126840.500000 Penalty: 5054.733398
	Iteration 28Q: 3 clusters Score -3126840 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3126849.750000 Penalty: 5054.733398
	Iteration 29Q: 3 clusters Score -3126850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3126867.750000 Penalty: 5054.733398
	Iteration 30Q: 3 clusters Score -3126868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3126885.000000 Penalty: 5054.733398
	Iteration 31Q: 3 clusters Score -3126885 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3126886.250000 Penalty: 5054.733398
	Iteration 32Q: 3 clusters Score -3126886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3126890.750000 Penalty: 5054.733398
	Iteration 33Q: 3 clusters Score -3126891 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3126895.250000 Penalty: 5054.733398
	Iteration 34Q: 3 clusters Score -3126895 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3126904.250000 Penalty: 5054.733398
	Iteration 35Q: 3 clusters Score -3126904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3126914.250000 Penalty: 5054.733398
	Iteration 36Q: 3 clusters Score -3126914 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -3126921.000000 Penalty: 5054.733398
	Iteration 37Q: 3 clusters Score -3126921 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3126929.250000 Penalty: 5054.733398
	Iteration 38Q: 3 clusters Score -3126929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3126944.500000 Penalty: 5054.733398
	Iteration 39Q: 3 clusters Score -3126944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3126956.500000 Penalty: 5054.733398
	Iteration 40F: 3 clusters Score -3126956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3126956.250000 Penalty: 5054.733398
	Iteration 41Q: 3 clusters Score -3126956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3126975.000000 Penalty: 5054.733398
	Iteration 42Q: 3 clusters Score -3126975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3126984.500000 Penalty: 5054.733398
	Iteration 43Q: 3 clusters Score -3126984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3126980.500000 Penalty: 5054.733398
	Iteration 44Q: 3 clusters Score -3126980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3126987.500000 Penalty: 5054.733398
	Iteration 45Q: 3 clusters Score -3126988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3126996.250000 Penalty: 5054.733398
	Iteration 46Q: 3 clusters Score -3126996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -3127003.000000 Penalty: 5054.733398
	Iteration 47Q: 3 clusters Score -3127003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3127027.500000 Penalty: 5054.733398
	Iteration 48Q: 3 clusters Score -3127028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3127023.250000 Penalty: 5054.733398
	Iteration 49Q: 3 clusters Score -3127023 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3127049.000000 Penalty: 5054.733398
	Iteration 50Q: 3 clusters Score -3127049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3127047.250000 Penalty: 5054.733398
	Iteration 51Q: 3 clusters Score -3127047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3127055.250000 Penalty: 5054.733398
	Iteration 52Q: 3 clusters Score -3127055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3127063.000000 Penalty: 5054.733398
	Iteration 53Q: 3 clusters Score -3127063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3127073.500000 Penalty: 5054.733398
	Iteration 54Q: 3 clusters Score -3127074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3127082.250000 Penalty: 5054.733398
	Iteration 55Q: 3 clusters Score -3127082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3127082.750000 Penalty: 5054.733398
	Iteration 56Q: 3 clusters Score -3127083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3127089.250000 Penalty: 5054.733398
	Iteration 57Q: 3 clusters Score -3127089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3127094.250000 Penalty: 5054.733398
	Iteration 58Q: 3 clusters Score -3127094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3127097.500000 Penalty: 5054.733398
	Iteration 59Q: 3 clusters Score -3127098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3127093.000000 Penalty: 5054.733398
	Iteration 60F: 3 clusters Score -3127093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3127102.000000 Penalty: 5054.733398
	Iteration 61Q: 3 clusters Score -3127102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3127107.750000 Penalty: 5054.733398
	Iteration 62Q: 3 clusters Score -3127108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3127108.750000 Penalty: 5054.733398
	Iteration 63Q: 3 clusters Score -3127109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3127114.250000 Penalty: 5054.733398
	Iteration 64Q: 3 clusters Score -3127114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3127119.750000 Penalty: 5054.733398
	Iteration 65Q: 3 clusters Score -3127120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3127128.750000 Penalty: 5054.733398
	Iteration 66Q: 3 clusters Score -3127129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3127123.500000 Penalty: 5054.733398
	Iteration 67Q: 3 clusters Score -3127124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3127130.500000 Penalty: 5054.733398
	Iteration 68Q: 3 clusters Score -3127130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3127132.750000 Penalty: 5054.733398
	Iteration 69Q: 3 clusters Score -3127133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3127136.000000 Penalty: 5054.733398
	Iteration 70Q: 3 clusters Score -3127136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3127143.250000 Penalty: 5054.733398
	Iteration 71Q: 3 clusters Score -3127143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3127143.500000 Penalty: 5054.733398
	Iteration 72Q: 3 clusters Score -3127144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3127139.250000 Penalty: 5054.733398
	Iteration 73Q: 3 clusters Score -3127139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3127144.750000 Penalty: 5054.733398
	Iteration 74Q: 3 clusters Score -3127145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3127145.500000 Penalty: 5054.733398
	Iteration 75Q: 3 clusters Score -3127146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3127149.750000 Penalty: 5054.733398
	Iteration 76Q: 3 clusters Score -3127150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3127150.000000 Penalty: 5054.733398
	Iteration 77Q: 3 clusters Score -3127150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3127153.000000 Penalty: 5054.733398
	Iteration 78Q: 3 clusters Score -3127153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3127153.250000 Penalty: 5054.733398
	Iteration 79Q: 3 clusters Score -3127153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3127155.500000 Penalty: 5054.733398
	Iteration 80F: 3 clusters Score -3127156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3127155.500000 Penalty: 5054.733398
	Iteration 81Q: 3 clusters Score -3127156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3127153.250000 Penalty: 5054.733398
	Iteration 82Q: 3 clusters Score -3127153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3127155.250000 Penalty: 5054.733398
	Iteration 83Q: 3 clusters Score -3127155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3127155.250000 Penalty: 5054.733398
	Iteration 84Q: 3 clusters Score -3127155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3127153.750000 Penalty: 5054.733398
	Iteration 85Q: 3 clusters Score -3127154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3127159.500000 Penalty: 5054.733398
	Iteration 86Q: 3 clusters Score -3127160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3127158.000000 Penalty: 5054.733398
	Iteration 87Q: 3 clusters Score -3127158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3127157.000000 Penalty: 5054.733398
	Iteration 88Q: 3 clusters Score -3127157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3127158.250000 Penalty: 5054.733398
	Iteration 89Q: 3 clusters Score -3127158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3127166.250000 Penalty: 5054.733398
	Iteration 90Q: 3 clusters Score -3127166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3127160.250000 Penalty: 5054.733398
	Iteration 91Q: 3 clusters Score -3127160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3127168.750000 Penalty: 5054.733398
	Iteration 92Q: 3 clusters Score -3127169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3127167.750000 Penalty: 5054.733398
	Iteration 93Q: 3 clusters Score -3127168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3127166.250000 Penalty: 5054.733398
	Iteration 94Q: 3 clusters Score -3127166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3127169.000000 Penalty: 5054.733398
	Iteration 95Q: 3 clusters Score -3127169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3127166.250000 Penalty: 5054.733398
	Iteration 96Q: 3 clusters Score -3127166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3127164.500000 Penalty: 5054.733398
	Iteration 97Q: 3 clusters Score -3127164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3127170.500000 Penalty: 5054.733398
	Iteration 98Q: 3 clusters Score -3127170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3127170.500000 Penalty: 5054.733398
	Iteration 99Q: 3 clusters Score -3127170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3127174.750000 Penalty: 5054.733398
	Iteration 100F: 3 clusters Score -3127175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3127172.250000 Penalty: 5054.733398
	Iteration 101Q: 3 clusters Score -3127172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3127167.500000 Penalty: 5054.733398
	Iteration 102Q: 3 clusters Score -3127168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3127167.500000 Penalty: 5054.733398
	Iteration 103F: 3 clusters Score -3127168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 3 contains 15020 members 
Mstep: Class 5 contains 187774 members 
Mstep: Class 7 contains 263092 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35224 members 
Mstep: Class 17 contains 24883 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25087 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5709 members 
Mstep: Class 22 contains 26662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644296.000000 Penalty: 46482.957031
Iteration 239Q: 15 clusters Score -7.46443e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 3 contains 15023 members 
Mstep: Class 5 contains 187673 members 
Mstep: Class 7 contains 263243 members 
Mstep: Class 11 contains 12955 members 
Mstep: Class 13 contains 9371 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35206 members 
Mstep: Class 17 contains 24839 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25091 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 5709 members 
Mstep: Class 22 contains 26648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644456.000000 Penalty: 46482.957031
Iteration 240F: 15 clusters Score -7.464446e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 3 contains 15026 members 
Mstep: Class 5 contains 187561 members 
Mstep: Class 7 contains 263399 members 
Mstep: Class 11 contains 12921 members 
Mstep: Class 13 contains 9363 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35194 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25094 members 
Mstep: Class 20 contains 28913 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 26630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644568.000000 Penalty: 46482.957031
Iteration 241Q: 15 clusters Score -7.464457e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 3 contains 15027 members 
Mstep: Class 5 contains 187441 members 
Mstep: Class 7 contains 263564 members 
Mstep: Class 11 contains 12873 members 
Mstep: Class 13 contains 9352 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35188 members 
Mstep: Class 17 contains 24743 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25095 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 26621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644648.000000 Penalty: 46482.957031
Iteration 242Q: 15 clusters Score -7.464465e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 3 contains 15025 members 
Mstep: Class 5 contains 187307 members 
Mstep: Class 7 contains 263758 members 
Mstep: Class 11 contains 12823 members 
Mstep: Class 13 contains 9331 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35184 members 
Mstep: Class 17 contains 24701 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25099 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5700 members 
Mstep: Class 22 contains 26613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644664.000000 Penalty: 46482.957031
Iteration 243Q: 15 clusters Score -7.464466e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 3 contains 15024 members 
Mstep: Class 5 contains 187180 members 
Mstep: Class 7 contains 263936 members 
Mstep: Class 11 contains 12760 members 
Mstep: Class 13 contains 9318 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35186 members 
Mstep: Class 17 contains 24657 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25107 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5694 members 
Mstep: Class 22 contains 26603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644656.000000 Penalty: 46482.957031
Iteration 244Q: 15 clusters Score -7.464466e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 3 contains 15025 members 
Mstep: Class 5 contains 187080 members 
Mstep: Class 7 contains 264107 members 
Mstep: Class 11 contains 12691 members 
Mstep: Class 13 contains 9303 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35194 members 
Mstep: Class 17 contains 24601 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25109 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5689 members 
Mstep: Class 22 contains 26601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644816.000000 Penalty: 46482.957031
Iteration 245Q: 15 clusters Score -7.464482e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 3 contains 15023 members 
Mstep: Class 5 contains 186963 members 
Mstep: Class 7 contains 264287 members 
Mstep: Class 11 contains 12643 members 
Mstep: Class 13 contains 9294 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35184 members 
Mstep: Class 17 contains 24558 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25112 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5681 members 
Mstep: Class 22 contains 26585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644880.000000 Penalty: 46482.957031
Iteration 246Q: 15 clusters Score -7.464488e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 3 contains 15022 members 
Mstep: Class 5 contains 186852 members 
Mstep: Class 7 contains 264442 members 
Mstep: Class 11 contains 12595 members 
Mstep: Class 13 contains 9282 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35181 members 
Mstep: Class 17 contains 24514 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25121 members 
Mstep: Class 20 contains 28920 members 
Mstep: Class 21 contains 5679 members 
Mstep: Class 22 contains 26568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644864.000000 Penalty: 46482.957031
Iteration 247Q: 15 clusters Score -7.464486e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 3 contains 15019 members 
Mstep: Class 5 contains 186743 members 
Mstep: Class 7 contains 264595 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 13 contains 9267 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35180 members 
Mstep: Class 17 contains 24479 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25131 members 
Mstep: Class 20 contains 28920 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 26544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644848.000000 Penalty: 46482.957031
Iteration 248Q: 15 clusters Score -7.464485e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 3 contains 15015 members 
Mstep: Class 5 contains 186633 members 
Mstep: Class 7 contains 264758 members 
Mstep: Class 11 contains 12512 members 
Mstep: Class 13 contains 9254 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35180 members 
Mstep: Class 17 contains 24430 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25134 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 5668 members 
Mstep: Class 22 contains 26529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644864.000000 Penalty: 46482.957031
Iteration 249Q: 15 clusters Score -7.464486e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 3 contains 15020 members 
Mstep: Class 5 contains 186521 members 
Mstep: Class 7 contains 264904 members 
Mstep: Class 11 contains 12468 members 
Mstep: Class 13 contains 9240 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35193 members 
Mstep: Class 17 contains 24390 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25138 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 5662 members 
Mstep: Class 22 contains 26511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644864.000000 Penalty: 46482.957031
Iteration 250Q: 15 clusters Score -7.464486e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 3 contains 15018 members 
Mstep: Class 5 contains 186401 members 
Mstep: Class 7 contains 265095 members 
Mstep: Class 11 contains 12422 members 
Mstep: Class 13 contains 9237 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35189 members 
Mstep: Class 17 contains 24342 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25141 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 5653 members 
Mstep: Class 22 contains 26493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644872.000000 Penalty: 46482.957031
Iteration 251Q: 15 clusters Score -7.464487e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 3 contains 15021 members 
Mstep: Class 5 contains 186307 members 
Mstep: Class 7 contains 265255 members 
Mstep: Class 11 contains 12381 members 
Mstep: Class 13 contains 9234 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35183 members 
Mstep: Class 17 contains 24293 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25150 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5646 members 
Mstep: Class 22 contains 26472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644920.000000 Penalty: 46482.957031
Iteration 252Q: 15 clusters Score -7.464492e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 3 contains 15023 members 
Mstep: Class 5 contains 186221 members 
Mstep: Class 7 contains 265398 members 
Mstep: Class 11 contains 12344 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35181 members 
Mstep: Class 17 contains 24231 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25157 members 
Mstep: Class 20 contains 28920 members 
Mstep: Class 21 contains 5642 members 
Mstep: Class 22 contains 26453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644848.000000 Penalty: 46482.957031
Iteration 253Q: 15 clusters Score -7.464485e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 3 contains 15026 members 
Mstep: Class 5 contains 186128 members 
Mstep: Class 7 contains 265522 members 
Mstep: Class 11 contains 12316 members 
Mstep: Class 13 contains 9224 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35179 members 
Mstep: Class 17 contains 24177 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25171 members 
Mstep: Class 20 contains 28920 members 
Mstep: Class 21 contains 5635 members 
Mstep: Class 22 contains 26429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644904.000000 Penalty: 46482.957031
Iteration 254Q: 15 clusters Score -7.46449e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 3 contains 15031 members 
Mstep: Class 5 contains 186039 members 
Mstep: Class 7 contains 265652 members 
Mstep: Class 11 contains 12291 members 
Mstep: Class 13 contains 9220 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35172 members 
Mstep: Class 17 contains 24129 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25175 members 
Mstep: Class 20 contains 28920 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 26420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644792.000000 Penalty: 46482.957031
Iteration 255Q: 15 clusters Score -7.464479e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 3 contains 15037 members 
Mstep: Class 5 contains 185970 members 
Mstep: Class 7 contains 265766 members 
Mstep: Class 11 contains 12271 members 
Mstep: Class 13 contains 9211 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35162 members 
Mstep: Class 17 contains 24075 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25177 members 
Mstep: Class 20 contains 28920 members 
Mstep: Class 21 contains 5608 members 
Mstep: Class 22 contains 26410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644744.000000 Penalty: 46482.957031
Iteration 256Q: 15 clusters Score -7.464474e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 3 contains 15044 members 
Mstep: Class 5 contains 185880 members 
Mstep: Class 7 contains 265864 members 
Mstep: Class 11 contains 12258 members 
Mstep: Class 13 contains 9199 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35154 members 
Mstep: Class 17 contains 24032 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25181 members 
Mstep: Class 20 contains 28924 members 
Mstep: Class 21 contains 5599 members 
Mstep: Class 22 contains 26401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644728.000000 Penalty: 46482.957031
Iteration 257Q: 15 clusters Score -7.464473e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 3 contains 15048 members 
Mstep: Class 5 contains 185812 members 
Mstep: Class 7 contains 265934 members 
Mstep: Class 11 contains 12244 members 
Mstep: Class 13 contains 9191 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35147 members 
Mstep: Class 17 contains 24002 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25184 members 
Mstep: Class 20 contains 28925 members 
Mstep: Class 21 contains 5588 members 
Mstep: Class 22 contains 26387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644672.000000 Penalty: 46482.957031
Iteration 258Q: 15 clusters Score -7.464467e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 3 contains 15052 members 
Mstep: Class 5 contains 185741 members 
Mstep: Class 7 contains 265985 members 
Mstep: Class 11 contains 12236 members 
Mstep: Class 13 contains 9183 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35144 members 
Mstep: Class 17 contains 23969 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25195 members 
Mstep: Class 20 contains 28925 members 
Mstep: Class 21 contains 5579 members 
Mstep: Class 22 contains 26375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644760.000000 Penalty: 46482.957031
Iteration 259Q: 15 clusters Score -7.464476e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 3 contains 15061 members 
Mstep: Class 5 contains 185670 members 
Mstep: Class 7 contains 266067 members 
Mstep: Class 11 contains 12227 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35137 members 
Mstep: Class 17 contains 23932 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25196 members 
Mstep: Class 20 contains 28928 members 
Mstep: Class 21 contains 5572 members 
Mstep: Class 22 contains 26361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644728.000000 Penalty: 46482.957031
Iteration 260F: 15 clusters Score -7.464473e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 3 contains 15071 members 
Mstep: Class 5 contains 185607 members 
Mstep: Class 7 contains 266137 members 
Mstep: Class 11 contains 12226 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35126 members 
Mstep: Class 17 contains 23892 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25207 members 
Mstep: Class 20 contains 28928 members 
Mstep: Class 21 contains 5567 members 
Mstep: Class 22 contains 26346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644880.000000 Penalty: 46482.957031
Iteration 261Q: 15 clusters Score -7.464488e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 3 contains 15082 members 
Mstep: Class 5 contains 185538 members 
Mstep: Class 7 contains 266191 members 
Mstep: Class 11 contains 12224 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35122 members 
Mstep: Class 17 contains 23854 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25213 members 
Mstep: Class 20 contains 28931 members 
Mstep: Class 21 contains 5565 members 
Mstep: Class 22 contains 26337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644936.000000 Penalty: 46482.957031
Iteration 262Q: 15 clusters Score -7.464494e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 3 contains 15090 members 
Mstep: Class 5 contains 185481 members 
Mstep: Class 7 contains 266250 members 
Mstep: Class 11 contains 12214 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35120 members 
Mstep: Class 17 contains 23828 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25224 members 
Mstep: Class 20 contains 28928 members 
Mstep: Class 21 contains 5564 members 
Mstep: Class 22 contains 26327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644904.000000 Penalty: 46482.957031
Iteration 263Q: 15 clusters Score -7.46449e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 3 contains 15094 members 
Mstep: Class 5 contains 185414 members 
Mstep: Class 7 contains 266300 members 
Mstep: Class 11 contains 12202 members 
Mstep: Class 13 contains 9156 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35122 members 
Mstep: Class 17 contains 23801 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25237 members 
Mstep: Class 20 contains 28928 members 
Mstep: Class 21 contains 5565 members 
Mstep: Class 22 contains 26327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644920.000000 Penalty: 46482.957031
Iteration 264Q: 15 clusters Score -7.464492e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 3 contains 15100 members 
Mstep: Class 5 contains 185361 members 
Mstep: Class 7 contains 266368 members 
Mstep: Class 11 contains 12187 members 
Mstep: Class 13 contains 9152 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35123 members 
Mstep: Class 17 contains 23762 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25243 members 
Mstep: Class 20 contains 28930 members 
Mstep: Class 21 contains 5566 members 
Mstep: Class 22 contains 26315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644992.000000 Penalty: 46482.957031
Iteration 265Q: 15 clusters Score -7.464499e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 3 contains 15104 members 
Mstep: Class 5 contains 185309 members 
Mstep: Class 7 contains 266439 members 
Mstep: Class 11 contains 12173 members 
Mstep: Class 13 contains 9152 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35120 members 
Mstep: Class 17 contains 23721 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25248 members 
Mstep: Class 20 contains 28931 members 
Mstep: Class 21 contains 5566 members 
Mstep: Class 22 contains 26309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645008.000000 Penalty: 46482.957031
Iteration 266Q: 15 clusters Score -7.464501e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 3 contains 15105 members 
Mstep: Class 5 contains 185258 members 
Mstep: Class 7 contains 266513 members 
Mstep: Class 11 contains 12160 members 
Mstep: Class 13 contains 9151 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35114 members 
Mstep: Class 17 contains 23685 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25251 members 
Mstep: Class 20 contains 28931 members 
Mstep: Class 21 contains 5566 members 
Mstep: Class 22 contains 26306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645064.000000 Penalty: 46482.957031
Iteration 267Q: 15 clusters Score -7.464506e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 3 contains 15104 members 
Mstep: Class 5 contains 185202 members 
Mstep: Class 7 contains 266586 members 
Mstep: Class 11 contains 12150 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35112 members 
Mstep: Class 17 contains 23648 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25253 members 
Mstep: Class 20 contains 28931 members 
Mstep: Class 21 contains 5562 members 
Mstep: Class 22 contains 26309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645144.000000 Penalty: 46482.957031
Iteration 268Q: 15 clusters Score -7.464514e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 3 contains 15109 members 
Mstep: Class 5 contains 185152 members 
Mstep: Class 7 contains 266658 members 
Mstep: Class 11 contains 12135 members 
Mstep: Class 13 contains 9148 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35108 members 
Mstep: Class 17 contains 23622 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25258 members 
Mstep: Class 20 contains 28932 members 
Mstep: Class 21 contains 5554 members 
Mstep: Class 22 contains 26309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645136.000000 Penalty: 46482.957031
Iteration 269Q: 15 clusters Score -7.464514e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 3 contains 15112 members 
Mstep: Class 5 contains 185112 members 
Mstep: Class 7 contains 266700 members 
Mstep: Class 11 contains 12122 members 
Mstep: Class 13 contains 9146 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35112 members 
Mstep: Class 17 contains 23603 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25264 members 
Mstep: Class 20 contains 28932 members 
Mstep: Class 21 contains 5548 members 
Mstep: Class 22 contains 26309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645104.000000 Penalty: 46482.957031
Iteration 270Q: 15 clusters Score -7.46451e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 3 contains 15116 members 
Mstep: Class 5 contains 185068 members 
Mstep: Class 7 contains 266739 members 
Mstep: Class 11 contains 12114 members 
Mstep: Class 13 contains 9142 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35115 members 
Mstep: Class 17 contains 23581 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25273 members 
Mstep: Class 20 contains 28932 members 
Mstep: Class 21 contains 5544 members 
Mstep: Class 22 contains 26306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645152.000000 Penalty: 46482.957031
Iteration 271Q: 15 clusters Score -7.464515e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 3 contains 15124 members 
Mstep: Class 5 contains 185027 members 
Mstep: Class 7 contains 266790 members 
Mstep: Class 11 contains 12103 members 
Mstep: Class 13 contains 9139 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35118 members 
Mstep: Class 17 contains 23552 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25269 members 
Mstep: Class 20 contains 28934 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 26309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645120.000000 Penalty: 46482.957031
Iteration 272Q: 15 clusters Score -7.464512e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 3 contains 15128 members 
Mstep: Class 5 contains 184992 members 
Mstep: Class 7 contains 266835 members 
Mstep: Class 11 contains 12096 members 
Mstep: Class 13 contains 9136 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35115 members 
Mstep: Class 17 contains 23534 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25272 members 
Mstep: Class 20 contains 28936 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 26304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645168.000000 Penalty: 46482.957031
Iteration 273Q: 15 clusters Score -7.464517e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 3 contains 15132 members 
Mstep: Class 5 contains 184954 members 
Mstep: Class 7 contains 266878 members 
Mstep: Class 11 contains 12088 members 
Mstep: Class 13 contains 9134 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35112 members 
Mstep: Class 17 contains 23520 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25273 members 
Mstep: Class 20 contains 28935 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 26294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645120.000000 Penalty: 46482.957031
Iteration 274Q: 15 clusters Score -7.464512e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 3 contains 15136 members 
Mstep: Class 5 contains 184941 members 
Mstep: Class 7 contains 266886 members 
Mstep: Class 11 contains 12083 members 
Mstep: Class 13 contains 9131 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35109 members 
Mstep: Class 17 contains 23513 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25276 members 
Mstep: Class 20 contains 28935 members 
Mstep: Class 21 contains 5535 members 
Mstep: Class 22 contains 26285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645232.000000 Penalty: 46482.957031
Iteration 275Q: 15 clusters Score -7.464523e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 3 contains 15136 members 
Mstep: Class 5 contains 184912 members 
Mstep: Class 7 contains 266908 members 
Mstep: Class 11 contains 12078 members 
Mstep: Class 13 contains 9130 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35103 members 
Mstep: Class 17 contains 23505 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25283 members 
Mstep: Class 20 contains 28935 members 
Mstep: Class 21 contains 5533 members 
Mstep: Class 22 contains 26281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645280.000000 Penalty: 46482.957031
Iteration 276Q: 15 clusters Score -7.464528e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 3 contains 15134 members 
Mstep: Class 5 contains 184905 members 
Mstep: Class 7 contains 266907 members 
Mstep: Class 11 contains 12077 members 
Mstep: Class 13 contains 9129 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35095 members 
Mstep: Class 17 contains 23494 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25286 members 
Mstep: Class 20 contains 28935 members 
Mstep: Class 21 contains 5531 members 
Mstep: Class 22 contains 26277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645328.000000 Penalty: 46482.957031
Iteration 277Q: 15 clusters Score -7.464533e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 3 contains 15131 members 
Mstep: Class 5 contains 184891 members 
Mstep: Class 7 contains 266920 members 
Mstep: Class 11 contains 12080 members 
Mstep: Class 13 contains 9130 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35082 members 
Mstep: Class 17 contains 23478 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25290 members 
Mstep: Class 20 contains 28935 members 
Mstep: Class 21 contains 5532 members 
Mstep: Class 22 contains 26269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645384.000000 Penalty: 46482.957031
Iteration 278Q: 15 clusters Score -7.464538e+07 nChanged 129
Entering ConstructFrom: 
Score: -74645384.000000 Penalty: 46482.957031
Entering ConstructFrom: 
Trying to split cluster 1 (17522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Entering Unmasked Estep 
Score: -2071844.000000 Penalty: 2423.260742
	Iteration 0F: 2 clusters Score -2071844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2059431.500000 Penalty: 4846.521484
	Iteration 0F: 3 clusters Score -2059432 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2063575.000000 Penalty: 4846.521484
	Iteration 1F: 3 clusters Score -2063575 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2064065.500000 Penalty: 4846.521484
	Iteration 2F: 3 clusters Score -2064066 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2064622.125000 Penalty: 4846.521484
	Iteration 3F: 3 clusters Score -2064622 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2065318.375000 Penalty: 4846.521484
	Iteration 4F: 3 clusters Score -2065318 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2066230.875000 Penalty: 4846.521484
	Iteration 5F: 3 clusters Score -2066231 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2067238.750000 Penalty: 4846.521484
	Iteration 6F: 3 clusters Score -2067239 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2068273.625000 Penalty: 4846.521484
	Iteration 7F: 3 clusters Score -2068274 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2069025.125000 Penalty: 4846.521484
	Iteration 8Q: 3 clusters Score -2069025 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2069414.625000 Penalty: 4846.521484
	Iteration 9Q: 3 clusters Score -2069415 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2069602.000000 Penalty: 4846.521484
	Iteration 10Q: 3 clusters Score -2069602 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2069696.250000 Penalty: 4846.521484
	Iteration 11Q: 3 clusters Score -2069696 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2069759.375000 Penalty: 4846.521484
	Iteration 12Q: 3 clusters Score -2069759 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2069795.125000 Penalty: 4846.521484
	Iteration 13Q: 3 clusters Score -2069795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2069834.750000 Penalty: 4846.521484
	Iteration 14Q: 3 clusters Score -2069835 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2069866.875000 Penalty: 4846.521484
	Iteration 15Q: 3 clusters Score -2069867 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2069883.750000 Penalty: 4846.521484
	Iteration 16Q: 3 clusters Score -2069884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2069898.625000 Penalty: 4846.521484
	Iteration 17Q: 3 clusters Score -2069899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2069910.750000 Penalty: 4846.521484
	Iteration 18Q: 3 clusters Score -2069911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2069918.125000 Penalty: 4846.521484
	Iteration 19Q: 3 clusters Score -2069918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2069922.375000 Penalty: 4846.521484
	Iteration 20F: 3 clusters Score -2069922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2069932.750000 Penalty: 4846.521484
	Iteration 21Q: 3 clusters Score -2069933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2069934.375000 Penalty: 4846.521484
	Iteration 22Q: 3 clusters Score -2069934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2069937.625000 Penalty: 4846.521484
	Iteration 23Q: 3 clusters Score -2069938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2069940.875000 Penalty: 4846.521484
	Iteration 24Q: 3 clusters Score -2069941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2069944.500000 Penalty: 4846.521484
	Iteration 25Q: 3 clusters Score -2069944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2069948.625000 Penalty: 4846.521484
	Iteration 26Q: 3 clusters Score -2069949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2069950.125000 Penalty: 4846.521484
	Iteration 27Q: 3 clusters Score -2069950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2069952.375000 Penalty: 4846.521484
	Iteration 28Q: 3 clusters Score -2069952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2069960.000000 Penalty: 4846.521484
	Iteration 29Q: 3 clusters Score -2069960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2069958.875000 Penalty: 4846.521484
	Iteration 30Q: 3 clusters Score -2069959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2069962.125000 Penalty: 4846.521484
	Iteration 31Q: 3 clusters Score -2069962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2069961.500000 Penalty: 4846.521484
	Iteration 32Q: 3 clusters Score -2069962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2069962.125000 Penalty: 4846.521484
	Iteration 33Q: 3 clusters Score -2069962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2069962.125000 Penalty: 4846.521484
	Iteration 34F: 3 clusters Score -2069962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Entering Unmasked Estep 
Score: -1788095.500000 Penalty: 2386.892578
	Iteration 0F: 2 clusters Score -1788096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1777178.250000 Penalty: 4773.785156
	Iteration 0F: 3 clusters Score -1777178 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1780577.625000 Penalty: 4773.785156
	Iteration 1F: 3 clusters Score -1780578 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1780959.750000 Penalty: 4773.785156
	Iteration 2F: 3 clusters Score -1780960 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1781342.750000 Penalty: 4773.785156
	Iteration 3F: 3 clusters Score -1781343 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1781709.000000 Penalty: 4773.785156
	Iteration 4Q: 3 clusters Score -1781709 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1782051.625000 Penalty: 4773.785156
	Iteration 5Q: 3 clusters Score -1782052 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1782356.625000 Penalty: 4773.785156
	Iteration 6Q: 3 clusters Score -1782357 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1782643.750000 Penalty: 4773.785156
	Iteration 7Q: 3 clusters Score -1782644 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1782915.375000 Penalty: 4773.785156
	Iteration 8Q: 3 clusters Score -1782915 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1783175.625000 Penalty: 4773.785156
	Iteration 9Q: 3 clusters Score -1783176 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1783447.250000 Penalty: 4773.785156
	Iteration 10Q: 3 clusters Score -1783447 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1783700.250000 Penalty: 4773.785156
	Iteration 11Q: 3 clusters Score -1783700 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1783944.250000 Penalty: 4773.785156
	Iteration 12Q: 3 clusters Score -1783944 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1784154.750000 Penalty: 4773.785156
	Iteration 13Q: 3 clusters Score -1784155 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1784327.000000 Penalty: 4773.785156
	Iteration 14Q: 3 clusters Score -1784327 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1784446.625000 Penalty: 4773.785156
	Iteration 15Q: 3 clusters Score -1784447 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1784535.125000 Penalty: 4773.785156
	Iteration 16Q: 3 clusters Score -1784535 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1784583.000000 Penalty: 4773.785156
	Iteration 17Q: 3 clusters Score -1784583 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1784620.500000 Penalty: 4773.785156
	Iteration 18Q: 3 clusters Score -1784620 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1784645.125000 Penalty: 4773.785156
	Iteration 19Q: 3 clusters Score -1784645 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1784662.500000 Penalty: 4773.785156
	Iteration 20F: 3 clusters Score -1784662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1784674.750000 Penalty: 4773.785156
	Iteration 21Q: 3 clusters Score -1784675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1784685.250000 Penalty: 4773.785156
	Iteration 22Q: 3 clusters Score -1784685 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1784692.625000 Penalty: 4773.785156
	Iteration 23Q: 3 clusters Score -1784693 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1784711.500000 Penalty: 4773.785156
	Iteration 24Q: 3 clusters Score -1784712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1784713.625000 Penalty: 4773.785156
	Iteration 25Q: 3 clusters Score -1784714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1784721.750000 Penalty: 4773.785156
	Iteration 26Q: 3 clusters Score -1784722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1784724.750000 Penalty: 4773.785156
	Iteration 27Q: 3 clusters Score -1784725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1784728.250000 Penalty: 4773.785156
	Iteration 28Q: 3 clusters Score -1784728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1784729.000000 Penalty: 4773.785156
	Iteration 29Q: 3 clusters Score -1784729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1784731.250000 Penalty: 4773.785156
	Iteration 30Q: 3 clusters Score -1784731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1784734.750000 Penalty: 4773.785156
	Iteration 31Q: 3 clusters Score -1784735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1784738.750000 Penalty: 4773.785156
	Iteration 32Q: 3 clusters Score -1784739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1784742.500000 Penalty: 4773.785156
	Iteration 33Q: 3 clusters Score -1784742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1784744.250000 Penalty: 4773.785156
	Iteration 34Q: 3 clusters Score -1784744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1784745.000000 Penalty: 4773.785156
	Iteration 35Q: 3 clusters Score -1784745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1784748.125000 Penalty: 4773.785156
	Iteration 36Q: 3 clusters Score -1784748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1784750.500000 Penalty: 4773.785156
	Iteration 37Q: 3 clusters Score -1784750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1784747.500000 Penalty: 4773.785156
	Iteration 38Q: 3 clusters Score -1784748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1784747.500000 Penalty: 4773.785156
	Iteration 39Q: 3 clusters Score -1784748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1784748.125000 Penalty: 4773.785156
	Iteration 40F: 3 clusters Score -1784748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1784752.250000 Penalty: 4773.785156
	Iteration 41Q: 3 clusters Score -1784752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1784752.500000 Penalty: 4773.785156
	Iteration 42Q: 3 clusters Score -1784752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1784752.750000 Penalty: 4773.785156
	Iteration 43Q: 3 clusters Score -1784753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1784751.500000 Penalty: 4773.785156
	Iteration 44Q: 3 clusters Score -1784752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1784751.375000 Penalty: 4773.785156
	Iteration 45Q: 3 clusters Score -1784751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1784752.250000 Penalty: 4773.785156
	Iteration 46Q: 3 clusters Score -1784752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1784754.500000 Penalty: 4773.785156
	Iteration 47Q: 3 clusters Score -1784754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1784756.625000 Penalty: 4773.785156
	Iteration 48Q: 3 clusters Score -1784757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1784756.750000 Penalty: 4773.785156
	Iteration 49Q: 3 clusters Score -1784757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1784758.500000 Penalty: 4773.785156
	Iteration 50Q: 3 clusters Score -1784758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1784759.875000 Penalty: 4773.785156
	Iteration 51Q: 3 clusters Score -1784760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1784760.375000 Penalty: 4773.785156
	Iteration 52Q: 3 clusters Score -1784760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1784756.625000 Penalty: 4773.785156
	Iteration 53Q: 3 clusters Score -1784757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1784755.125000 Penalty: 4773.785156
	Iteration 54Q: 3 clusters Score -1784755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1784760.375000 Penalty: 4773.785156
	Iteration 55Q: 3 clusters Score -1784760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1784760.875000 Penalty: 4773.785156
	Iteration 56Q: 3 clusters Score -1784761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1784760.875000 Penalty: 4773.785156
	Iteration 57F: 3 clusters Score -1784761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (184876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184876 members 
Entering Unmasked Estep 
Score: -21601338.000000 Penalty: 3007.605225
	Iteration 0F: 2 clusters Score -2.160134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 92664 members 
Entering Unmasked Estep 
Score: -21481972.000000 Penalty: 6015.210449
	Iteration 0F: 3 clusters Score -2.148197e+07 nChanged 88719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -21534064.000000 Penalty: 6015.210449
	Iteration 1F: 3 clusters Score -2.153406e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 98887 members 
Entering Unmasked Estep 
Score: -21535140.000000 Penalty: 6015.210449
	Iteration 2Q: 3 clusters Score -2.153514e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82470 members 
Mstep: Class 2 contains 102406 members 
Entering Unmasked Estep 
Score: -21536606.000000 Penalty: 6015.210449
	Iteration 3Q: 3 clusters Score -2.153661e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77279 members 
Mstep: Class 2 contains 107597 members 
Entering Unmasked Estep 
Score: -21538806.000000 Penalty: 6015.210449
	Iteration 4Q: 3 clusters Score -2.153881e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69580 members 
Mstep: Class 2 contains 115296 members 
Entering Unmasked Estep 
Score: -21542728.000000 Penalty: 6015.210449
	Iteration 5Q: 3 clusters Score -2.154273e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 126158 members 
Entering Unmasked Estep 
Score: -21549712.000000 Penalty: 6015.210449
	Iteration 6F: 3 clusters Score -2.154971e+07 nChanged 14087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 140123 members 
Entering Unmasked Estep 
Score: -21560624.000000 Penalty: 6015.210449
	Iteration 7F: 3 clusters Score -2.156062e+07 nChanged 15299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 155378 members 
Entering Unmasked Estep 
Score: -21573866.000000 Penalty: 6015.210449
	Iteration 8F: 3 clusters Score -2.157387e+07 nChanged 13161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 168503 members 
Entering Unmasked Estep 
Score: -21585944.000000 Penalty: 6015.210449
	Iteration 9F: 3 clusters Score -2.158594e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 177037 members 
Entering Unmasked Estep 
Score: -21593162.000000 Penalty: 6015.210449
	Iteration 10Q: 3 clusters Score -2.159316e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 181378 members 
Entering Unmasked Estep 
Score: -21596622.000000 Penalty: 6015.210449
	Iteration 11Q: 3 clusters Score -2.159662e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 183100 members 
Entering Unmasked Estep 
Score: -21597938.000000 Penalty: 6015.210449
	Iteration 12Q: 3 clusters Score -2.159794e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 183700 members 
Entering Unmasked Estep 
Score: -21598528.000000 Penalty: 6015.210449
	Iteration 13Q: 3 clusters Score -2.159853e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 183886 members 
Entering Unmasked Estep 
Score: -21598770.000000 Penalty: 6015.210449
	Iteration 14Q: 3 clusters Score -2.159877e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 183946 members 
Entering Unmasked Estep 
Score: -21598946.000000 Penalty: 6015.210449
	Iteration 15Q: 3 clusters Score -2.159895e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 183958 members 
Entering Unmasked Estep 
Score: -21599070.000000 Penalty: 6015.210449
	Iteration 16Q: 3 clusters Score -2.159907e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 183935 members 
Entering Unmasked Estep 
Score: -21599180.000000 Penalty: 6015.210449
	Iteration 17Q: 3 clusters Score -2.159918e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 183924 members 
Entering Unmasked Estep 
Score: -21599230.000000 Penalty: 6015.210449
	Iteration 18Q: 3 clusters Score -2.159923e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 183912 members 
Entering Unmasked Estep 
Score: -21599262.000000 Penalty: 6015.210449
	Iteration 19Q: 3 clusters Score -2.159926e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 183901 members 
Entering Unmasked Estep 
Score: -21599336.000000 Penalty: 6015.210449
	Iteration 20F: 3 clusters Score -2.159934e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 183890 members 
Entering Unmasked Estep 
Score: -21599384.000000 Penalty: 6015.210449
	Iteration 21Q: 3 clusters Score -2.159938e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 183872 members 
Entering Unmasked Estep 
Score: -21599398.000000 Penalty: 6015.210449
	Iteration 22Q: 3 clusters Score -2.15994e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 183855 members 
Entering Unmasked Estep 
Score: -21599448.000000 Penalty: 6015.210449
	Iteration 23Q: 3 clusters Score -2.159945e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 183844 members 
Entering Unmasked Estep 
Score: -21599438.000000 Penalty: 6015.210449
	Iteration 24Q: 3 clusters Score -2.159944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 183830 members 
Entering Unmasked Estep 
Score: -21599442.000000 Penalty: 6015.210449
	Iteration 25Q: 3 clusters Score -2.159944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 183817 members 
Entering Unmasked Estep 
Score: -21599470.000000 Penalty: 6015.210449
	Iteration 26Q: 3 clusters Score -2.159947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 183806 members 
Entering Unmasked Estep 
Score: -21599462.000000 Penalty: 6015.210449
	Iteration 27Q: 3 clusters Score -2.159946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 183792 members 
Entering Unmasked Estep 
Score: -21599464.000000 Penalty: 6015.210449
	Iteration 28Q: 3 clusters Score -2.159946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 183784 members 
Entering Unmasked Estep 
Score: -21599528.000000 Penalty: 6015.210449
	Iteration 29Q: 3 clusters Score -2.159953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 183770 members 
Entering Unmasked Estep 
Score: -21599510.000000 Penalty: 6015.210449
	Iteration 30Q: 3 clusters Score -2.159951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 183763 members 
Entering Unmasked Estep 
Score: -21599512.000000 Penalty: 6015.210449
	Iteration 31Q: 3 clusters Score -2.159951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 183760 members 
Entering Unmasked Estep 
Score: -21599516.000000 Penalty: 6015.210449
	Iteration 32Q: 3 clusters Score -2.159952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 183752 members 
Entering Unmasked Estep 
Score: -21599516.000000 Penalty: 6015.210449
	Iteration 33Q: 3 clusters Score -2.159952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 183748 members 
Entering Unmasked Estep 
Score: -21599518.000000 Penalty: 6015.210449
	Iteration 34Q: 3 clusters Score -2.159952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 183744 members 
Entering Unmasked Estep 
Score: -21599536.000000 Penalty: 6015.210449
	Iteration 35Q: 3 clusters Score -2.159954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 183739 members 
Entering Unmasked Estep 
Score: -21599556.000000 Penalty: 6015.210449
	Iteration 36Q: 3 clusters Score -2.159956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 183736 members 
Entering Unmasked Estep 
Score: -21599574.000000 Penalty: 6015.210449
	Iteration 37Q: 3 clusters Score -2.159957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 183734 members 
Entering Unmasked Estep 
Score: -21599578.000000 Penalty: 6015.210449
	Iteration 38Q: 3 clusters Score -2.159958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 183734 members 
Entering Unmasked Estep 
Score: -21599586.000000 Penalty: 6015.210449
	Iteration 39Q: 3 clusters Score -2.159959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 183734 members 
Entering Unmasked Estep 
Score: -21599586.000000 Penalty: 6015.210449
	Iteration 40F: 3 clusters Score -2.159959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (266936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266936 members 
Entering Unmasked Estep 
Score: -30903722.000000 Penalty: 3098.701660
	Iteration 0F: 2 clusters Score -3.090372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133567 members 
Mstep: Class 2 contains 133369 members 
Entering Unmasked Estep 
Score: -30738666.000000 Penalty: 6197.403320
	Iteration 0F: 3 clusters Score -3.073867e+07 nChanged 129265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136454 members 
Mstep: Class 2 contains 130482 members 
Entering Unmasked Estep 
Score: -30815564.000000 Penalty: 6197.403320
	Iteration 1F: 3 clusters Score -3.081556e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138447 members 
Mstep: Class 2 contains 128489 members 
Entering Unmasked Estep 
Score: -30817040.000000 Penalty: 6197.403320
	Iteration 2Q: 3 clusters Score -3.081704e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141477 members 
Mstep: Class 2 contains 125459 members 
Entering Unmasked Estep 
Score: -30818990.000000 Penalty: 6197.403320
	Iteration 3Q: 3 clusters Score -3.081899e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145920 members 
Mstep: Class 2 contains 121016 members 
Entering Unmasked Estep 
Score: -30821746.000000 Penalty: 6197.403320
	Iteration 4Q: 3 clusters Score -3.082175e+07 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152617 members 
Mstep: Class 2 contains 114319 members 
Entering Unmasked Estep 
Score: -30826392.000000 Penalty: 6197.403320
	Iteration 5Q: 3 clusters Score -3.082639e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162190 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -30833636.000000 Penalty: 6197.403320
	Iteration 6F: 3 clusters Score -3.083364e+07 nChanged 17074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174648 members 
Mstep: Class 2 contains 92288 members 
Entering Unmasked Estep 
Score: -30844714.000000 Penalty: 6197.403320
	Iteration 7F: 3 clusters Score -3.084471e+07 nChanged 18447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189531 members 
Mstep: Class 2 contains 77405 members 
Entering Unmasked Estep 
Score: -30858150.000000 Penalty: 6197.403320
	Iteration 8F: 3 clusters Score -3.085815e+07 nChanged 17642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204489 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -30872024.000000 Penalty: 6197.403320
	Iteration 9F: 3 clusters Score -3.087202e+07 nChanged 14187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216318 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -30882372.000000 Penalty: 6197.403320
	Iteration 10F: 3 clusters Score -3.088237e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224964 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -30888216.000000 Penalty: 6197.403320
	Iteration 11Q: 3 clusters Score -3.088822e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231768 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -30891586.000000 Penalty: 6197.403320
	Iteration 12Q: 3 clusters Score -3.089159e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237416 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -30893970.000000 Penalty: 6197.403320
	Iteration 13Q: 3 clusters Score -3.089397e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242096 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -30895704.000000 Penalty: 6197.403320
	Iteration 14Q: 3 clusters Score -3.08957e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245976 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -30896890.000000 Penalty: 6197.403320
	Iteration 15Q: 3 clusters Score -3.089689e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249139 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -30897910.000000 Penalty: 6197.403320
	Iteration 16Q: 3 clusters Score -3.089791e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251741 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -30898818.000000 Penalty: 6197.403320
	Iteration 17Q: 3 clusters Score -3.089882e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253849 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -30899408.000000 Penalty: 6197.403320
	Iteration 18Q: 3 clusters Score -3.089941e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255646 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -30899790.000000 Penalty: 6197.403320
	Iteration 19Q: 3 clusters Score -3.089979e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257149 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -30900002.000000 Penalty: 6197.403320
	Iteration 20F: 3 clusters Score -3.09e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258487 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -30900164.000000 Penalty: 6197.403320
	Iteration 21Q: 3 clusters Score -3.090016e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259598 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -30900464.000000 Penalty: 6197.403320
	Iteration 22Q: 3 clusters Score -3.090046e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260543 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -30900562.000000 Penalty: 6197.403320
	Iteration 23Q: 3 clusters Score -3.090056e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261339 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -30900754.000000 Penalty: 6197.403320
	Iteration 24Q: 3 clusters Score -3.090075e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262011 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -30900774.000000 Penalty: 6197.403320
	Iteration 25Q: 3 clusters Score -3.090077e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262553 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -30900868.000000 Penalty: 6197.403320
	Iteration 26Q: 3 clusters Score -3.090087e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263029 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -30900916.000000 Penalty: 6197.403320
	Iteration 27Q: 3 clusters Score -3.090092e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263416 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -30901010.000000 Penalty: 6197.403320
	Iteration 28Q: 3 clusters Score -3.090101e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263763 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -30901062.000000 Penalty: 6197.403320
	Iteration 29Q: 3 clusters Score -3.090106e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264050 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -30901132.000000 Penalty: 6197.403320
	Iteration 30Q: 3 clusters Score -3.090113e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264282 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -30901132.000000 Penalty: 6197.403320
	Iteration 31Q: 3 clusters Score -3.090113e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264517 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -30901246.000000 Penalty: 6197.403320
	Iteration 32Q: 3 clusters Score -3.090125e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264723 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -30901234.000000 Penalty: 6197.403320
	Iteration 33Q: 3 clusters Score -3.090123e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264911 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -30901238.000000 Penalty: 6197.403320
	Iteration 34Q: 3 clusters Score -3.090124e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265070 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -30901274.000000 Penalty: 6197.403320
	Iteration 35Q: 3 clusters Score -3.090127e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265212 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -30901260.000000 Penalty: 6197.403320
	Iteration 36Q: 3 clusters Score -3.090126e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265335 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -30901298.000000 Penalty: 6197.403320
	Iteration 37Q: 3 clusters Score -3.09013e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265417 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -30901246.000000 Penalty: 6197.403320
	Iteration 38Q: 3 clusters Score -3.090125e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265495 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -30901268.000000 Penalty: 6197.403320
	Iteration 39Q: 3 clusters Score -3.090127e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265552 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -30901254.000000 Penalty: 6197.403320
	Iteration 40F: 3 clusters Score -3.090125e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265601 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -30901280.000000 Penalty: 6197.403320
	Iteration 41Q: 3 clusters Score -3.090128e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265646 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -30901314.000000 Penalty: 6197.403320
	Iteration 42Q: 3 clusters Score -3.090131e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265677 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -30901308.000000 Penalty: 6197.403320
	Iteration 43Q: 3 clusters Score -3.090131e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265709 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -30901308.000000 Penalty: 6197.403320
	Iteration 44Q: 3 clusters Score -3.090131e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265730 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -30901282.000000 Penalty: 6197.403320
	Iteration 45Q: 3 clusters Score -3.090128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265749 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -30901278.000000 Penalty: 6197.403320
	Iteration 46Q: 3 clusters Score -3.090128e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265764 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -30901286.000000 Penalty: 6197.403320
	Iteration 47Q: 3 clusters Score -3.090129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265778 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -30901288.000000 Penalty: 6197.403320
	Iteration 48Q: 3 clusters Score -3.090129e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265795 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -30901278.000000 Penalty: 6197.403320
	Iteration 49Q: 3 clusters Score -3.090128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265807 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -30901296.000000 Penalty: 6197.403320
	Iteration 50Q: 3 clusters Score -3.09013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265827 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -30901290.000000 Penalty: 6197.403320
	Iteration 51Q: 3 clusters Score -3.090129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265839 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -30901280.000000 Penalty: 6197.403320
	Iteration 52Q: 3 clusters Score -3.090128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265848 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -30901260.000000 Penalty: 6197.403320
	Iteration 53Q: 3 clusters Score -3.090126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265859 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -30901282.000000 Penalty: 6197.403320
	Iteration 54Q: 3 clusters Score -3.090128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265880 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -30901298.000000 Penalty: 6197.403320
	Iteration 55Q: 3 clusters Score -3.09013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265902 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -30901302.000000 Penalty: 6197.403320
	Iteration 56Q: 3 clusters Score -3.09013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265920 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -30901306.000000 Penalty: 6197.403320
	Iteration 57Q: 3 clusters Score -3.090131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265938 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -30901332.000000 Penalty: 6197.403320
	Iteration 58Q: 3 clusters Score -3.090133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265954 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -30901368.000000 Penalty: 6197.403320
	Iteration 59Q: 3 clusters Score -3.090137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265965 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -30901394.000000 Penalty: 6197.403320
	Iteration 60F: 3 clusters Score -3.090139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265977 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -30901394.000000 Penalty: 6197.403320
	Iteration 61Q: 3 clusters Score -3.090139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265988 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -30901402.000000 Penalty: 6197.403320
	Iteration 62Q: 3 clusters Score -3.09014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266000 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -30901406.000000 Penalty: 6197.403320
	Iteration 63Q: 3 clusters Score -3.090141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266007 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -30901430.000000 Penalty: 6197.403320
	Iteration 64Q: 3 clusters Score -3.090143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266016 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -30901398.000000 Penalty: 6197.403320
	Iteration 65Q: 3 clusters Score -3.09014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266021 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -30901392.000000 Penalty: 6197.403320
	Iteration 66Q: 3 clusters Score -3.090139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266033 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -30901402.000000 Penalty: 6197.403320
	Iteration 67Q: 3 clusters Score -3.09014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266039 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -30901396.000000 Penalty: 6197.403320
	Iteration 68Q: 3 clusters Score -3.09014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266044 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -30901384.000000 Penalty: 6197.403320
	Iteration 69Q: 3 clusters Score -3.090138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266046 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -30901386.000000 Penalty: 6197.403320
	Iteration 70Q: 3 clusters Score -3.090139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266048 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -30901388.000000 Penalty: 6197.403320
	Iteration 71Q: 3 clusters Score -3.090139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266050 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -30901394.000000 Penalty: 6197.403320
	Iteration 72Q: 3 clusters Score -3.090139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266051 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -30901390.000000 Penalty: 6197.403320
	Iteration 73Q: 3 clusters Score -3.090139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266052 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -30901388.000000 Penalty: 6197.403320
	Iteration 74Q: 3 clusters Score -3.090139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266053 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -30901406.000000 Penalty: 6197.403320
	Iteration 75Q: 3 clusters Score -3.090141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266053 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -30901406.000000 Penalty: 6197.403320
	Iteration 76F: 3 clusters Score -3.090141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Entering Unmasked Estep 
Score: -1402335.125000 Penalty: 2330.884277
	Iteration 0F: 2 clusters Score -1402335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1393365.500000 Penalty: 4661.768555
	Iteration 0F: 3 clusters Score -1393366 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1396087.000000 Penalty: 4661.768555
	Iteration 1F: 3 clusters Score -1396087 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1396365.250000 Penalty: 4661.768555
	Iteration 2F: 3 clusters Score -1396365 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1396522.750000 Penalty: 4661.768555
	Iteration 3Q: 3 clusters Score -1396523 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1396640.375000 Penalty: 4661.768555
	Iteration 4Q: 3 clusters Score -1396640 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1396730.500000 Penalty: 4661.768555
	Iteration 5Q: 3 clusters Score -1396730 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1396801.875000 Penalty: 4661.768555
	Iteration 6Q: 3 clusters Score -1396802 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1396860.250000 Penalty: 4661.768555
	Iteration 7Q: 3 clusters Score -1396860 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1396927.750000 Penalty: 4661.768555
	Iteration 8Q: 3 clusters Score -1396928 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1396995.125000 Penalty: 4661.768555
	Iteration 9Q: 3 clusters Score -1396995 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1397070.500000 Penalty: 4661.768555
	Iteration 10Q: 3 clusters Score -1397070 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1397162.125000 Penalty: 4661.768555
	Iteration 11Q: 3 clusters Score -1397162 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1397271.375000 Penalty: 4661.768555
	Iteration 12Q: 3 clusters Score -1397271 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1397412.250000 Penalty: 4661.768555
	Iteration 13Q: 3 clusters Score -1397412 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1397578.750000 Penalty: 4661.768555
	Iteration 14Q: 3 clusters Score -1397579 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1397754.375000 Penalty: 4661.768555
	Iteration 15Q: 3 clusters Score -1397754 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1397977.375000 Penalty: 4661.768555
	Iteration 16Q: 3 clusters Score -1397977 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1398248.625000 Penalty: 4661.768555
	Iteration 17Q: 3 clusters Score -1398249 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1398560.375000 Penalty: 4661.768555
	Iteration 18Q: 3 clusters Score -1398560 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1398873.000000 Penalty: 4661.768555
	Iteration 19Q: 3 clusters Score -1398873 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1399166.750000 Penalty: 4661.768555
	Iteration 20F: 3 clusters Score -1399167 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1399431.250000 Penalty: 4661.768555
	Iteration 21Q: 3 clusters Score -1399431 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1399618.625000 Penalty: 4661.768555
	Iteration 22Q: 3 clusters Score -1399619 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1399763.000000 Penalty: 4661.768555
	Iteration 23Q: 3 clusters Score -1399763 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1399862.125000 Penalty: 4661.768555
	Iteration 24Q: 3 clusters Score -1399862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1399963.625000 Penalty: 4661.768555
	Iteration 25Q: 3 clusters Score -1399964 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1400044.500000 Penalty: 4661.768555
	Iteration 26Q: 3 clusters Score -1400044 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1400097.750000 Penalty: 4661.768555
	Iteration 27Q: 3 clusters Score -1400098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1400142.875000 Penalty: 4661.768555
	Iteration 28Q: 3 clusters Score -1400143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1400180.750000 Penalty: 4661.768555
	Iteration 29Q: 3 clusters Score -1400181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1400204.250000 Penalty: 4661.768555
	Iteration 30Q: 3 clusters Score -1400204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1400216.000000 Penalty: 4661.768555
	Iteration 31Q: 3 clusters Score -1400216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1400227.000000 Penalty: 4661.768555
	Iteration 32Q: 3 clusters Score -1400227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1400235.875000 Penalty: 4661.768555
	Iteration 33Q: 3 clusters Score -1400236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1400241.125000 Penalty: 4661.768555
	Iteration 34Q: 3 clusters Score -1400241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1400245.625000 Penalty: 4661.768555
	Iteration 35Q: 3 clusters Score -1400246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1400250.125000 Penalty: 4661.768555
	Iteration 36Q: 3 clusters Score -1400250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1400253.125000 Penalty: 4661.768555
	Iteration 37Q: 3 clusters Score -1400253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1400258.000000 Penalty: 4661.768555
	Iteration 38Q: 3 clusters Score -1400258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1400266.250000 Penalty: 4661.768555
	Iteration 39Q: 3 clusters Score -1400266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1400271.250000 Penalty: 4661.768555
	Iteration 40F: 3 clusters Score -1400271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1400279.250000 Penalty: 4661.768555
	Iteration 41Q: 3 clusters Score -1400279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1400286.125000 Penalty: 4661.768555
	Iteration 42Q: 3 clusters Score -1400286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1400289.875000 Penalty: 4661.768555
	Iteration 43Q: 3 clusters Score -1400290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1400292.250000 Penalty: 4661.768555
	Iteration 44Q: 3 clusters Score -1400292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1400296.875000 Penalty: 4661.768555
	Iteration 45Q: 3 clusters Score -1400297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1400298.625000 Penalty: 4661.768555
	Iteration 46Q: 3 clusters Score -1400299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1400304.625000 Penalty: 4661.768555
	Iteration 47Q: 3 clusters Score -1400305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1400307.500000 Penalty: 4661.768555
	Iteration 48Q: 3 clusters Score -1400308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1400309.375000 Penalty: 4661.768555
	Iteration 49Q: 3 clusters Score -1400309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1400312.250000 Penalty: 4661.768555
	Iteration 50Q: 3 clusters Score -1400312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1400315.250000 Penalty: 4661.768555
	Iteration 51Q: 3 clusters Score -1400315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1400319.500000 Penalty: 4661.768555
	Iteration 52Q: 3 clusters Score -1400320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1400321.750000 Penalty: 4661.768555
	Iteration 53Q: 3 clusters Score -1400322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1400326.500000 Penalty: 4661.768555
	Iteration 54Q: 3 clusters Score -1400326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1400329.250000 Penalty: 4661.768555
	Iteration 55Q: 3 clusters Score -1400329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1400334.500000 Penalty: 4661.768555
	Iteration 56Q: 3 clusters Score -1400334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1400336.750000 Penalty: 4661.768555
	Iteration 57Q: 3 clusters Score -1400337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1400335.375000 Penalty: 4661.768555
	Iteration 58Q: 3 clusters Score -1400335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1400336.250000 Penalty: 4661.768555
	Iteration 59Q: 3 clusters Score -1400336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1400337.500000 Penalty: 4661.768555
	Iteration 60F: 3 clusters Score -1400338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Entering Unmasked Estep 
Score: -1078075.500000 Penalty: 2261.591553
	Iteration 0F: 2 clusters Score -1078076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1070889.250000 Penalty: 4523.183105
	Iteration 0F: 3 clusters Score -1070889 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1072905.000000 Penalty: 4523.183105
	Iteration 1F: 3 clusters Score -1072905 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1073207.500000 Penalty: 4523.183105
	Iteration 2F: 3 clusters Score -1073208 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1073436.500000 Penalty: 4523.183105
	Iteration 3F: 3 clusters Score -1073436 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1073642.500000 Penalty: 4523.183105
	Iteration 4Q: 3 clusters Score -1073642 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1073820.250000 Penalty: 4523.183105
	Iteration 5Q: 3 clusters Score -1073820 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1074008.000000 Penalty: 4523.183105
	Iteration 6Q: 3 clusters Score -1074008 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1074193.500000 Penalty: 4523.183105
	Iteration 7Q: 3 clusters Score -1074194 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1074399.250000 Penalty: 4523.183105
	Iteration 8Q: 3 clusters Score -1074399 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1074613.125000 Penalty: 4523.183105
	Iteration 9Q: 3 clusters Score -1074613 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1074861.750000 Penalty: 4523.183105
	Iteration 10Q: 3 clusters Score -1074862 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1075106.375000 Penalty: 4523.183105
	Iteration 11Q: 3 clusters Score -1075106 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1075342.875000 Penalty: 4523.183105
	Iteration 12Q: 3 clusters Score -1075343 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1075543.000000 Penalty: 4523.183105
	Iteration 13Q: 3 clusters Score -1075543 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1075671.125000 Penalty: 4523.183105
	Iteration 14Q: 3 clusters Score -1075671 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1075735.000000 Penalty: 4523.183105
	Iteration 15Q: 3 clusters Score -1075735 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1075790.750000 Penalty: 4523.183105
	Iteration 16Q: 3 clusters Score -1075791 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1075824.000000 Penalty: 4523.183105
	Iteration 17Q: 3 clusters Score -1075824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1075853.500000 Penalty: 4523.183105
	Iteration 18Q: 3 clusters Score -1075854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1075876.375000 Penalty: 4523.183105
	Iteration 19Q: 3 clusters Score -1075876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1075897.000000 Penalty: 4523.183105
	Iteration 20F: 3 clusters Score -1075897 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1075909.625000 Penalty: 4523.183105
	Iteration 21Q: 3 clusters Score -1075910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1075922.000000 Penalty: 4523.183105
	Iteration 22Q: 3 clusters Score -1075922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1075930.000000 Penalty: 4523.183105
	Iteration 23Q: 3 clusters Score -1075930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1075938.500000 Penalty: 4523.183105
	Iteration 24Q: 3 clusters Score -1075938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1075944.375000 Penalty: 4523.183105
	Iteration 25Q: 3 clusters Score -1075944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1075947.500000 Penalty: 4523.183105
	Iteration 26Q: 3 clusters Score -1075948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1075953.250000 Penalty: 4523.183105
	Iteration 27Q: 3 clusters Score -1075953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1075955.875000 Penalty: 4523.183105
	Iteration 28Q: 3 clusters Score -1075956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1075956.500000 Penalty: 4523.183105
	Iteration 29Q: 3 clusters Score -1075956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1075957.375000 Penalty: 4523.183105
	Iteration 30Q: 3 clusters Score -1075957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1075963.625000 Penalty: 4523.183105
	Iteration 31Q: 3 clusters Score -1075964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1075963.875000 Penalty: 4523.183105
	Iteration 32Q: 3 clusters Score -1075964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1075967.000000 Penalty: 4523.183105
	Iteration 33Q: 3 clusters Score -1075967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1075967.750000 Penalty: 4523.183105
	Iteration 34Q: 3 clusters Score -1075968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1075967.875000 Penalty: 4523.183105
	Iteration 35Q: 3 clusters Score -1075968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1075967.625000 Penalty: 4523.183105
	Iteration 36Q: 3 clusters Score -1075968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1075969.625000 Penalty: 4523.183105
	Iteration 37Q: 3 clusters Score -1075970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1075971.875000 Penalty: 4523.183105
	Iteration 38Q: 3 clusters Score -1075972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1075971.000000 Penalty: 4523.183105
	Iteration 39Q: 3 clusters Score -1075971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1075970.500000 Penalty: 4523.183105
	Iteration 40F: 3 clusters Score -1075970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1075973.125000 Penalty: 4523.183105
	Iteration 41Q: 3 clusters Score -1075973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1075974.875000 Penalty: 4523.183105
	Iteration 42Q: 3 clusters Score -1075975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1075975.125000 Penalty: 4523.183105
	Iteration 43Q: 3 clusters Score -1075975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1075976.250000 Penalty: 4523.183105
	Iteration 44Q: 3 clusters Score -1075976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1075978.375000 Penalty: 4523.183105
	Iteration 45Q: 3 clusters Score -1075978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1075980.375000 Penalty: 4523.183105
	Iteration 46Q: 3 clusters Score -1075980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1075981.375000 Penalty: 4523.183105
	Iteration 47Q: 3 clusters Score -1075981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1075982.250000 Penalty: 4523.183105
	Iteration 48Q: 3 clusters Score -1075982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1075981.375000 Penalty: 4523.183105
	Iteration 49Q: 3 clusters Score -1075981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1075981.375000 Penalty: 4523.183105
	Iteration 50F: 3 clusters Score -1075981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -131822.046875 Penalty: 1775.311523
	Iteration 0F: 2 clusters Score -131822 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 643 members 
Entering Unmasked Estep 
Score: -129912.234375 Penalty: 3550.623047
	Iteration 0F: 3 clusters Score -129912.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -130695.507812 Penalty: 3550.623047
	Iteration 1F: 3 clusters Score -130695.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -130955.375000 Penalty: 3550.623047
	Iteration 2F: 3 clusters Score -130955.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -131076.078125 Penalty: 3550.623047
	Iteration 3F: 3 clusters Score -131076.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -131180.093750 Penalty: 3550.623047
	Iteration 4F: 3 clusters Score -131180.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -131271.812500 Penalty: 3550.623047
	Iteration 5Q: 3 clusters Score -131271.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -131351.656250 Penalty: 3550.623047
	Iteration 6Q: 3 clusters Score -131351.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -131421.015625 Penalty: 3550.623047
	Iteration 7Q: 3 clusters Score -131421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -131453.031250 Penalty: 3550.623047
	Iteration 8Q: 3 clusters Score -131453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -131482.968750 Penalty: 3550.623047
	Iteration 9Q: 3 clusters Score -131483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -131497.843750 Penalty: 3550.623047
	Iteration 10Q: 3 clusters Score -131497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -131509.562500 Penalty: 3550.623047
	Iteration 11Q: 3 clusters Score -131509.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -131522.546875 Penalty: 3550.623047
	Iteration 12Q: 3 clusters Score -131522.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -131531.765625 Penalty: 3550.623047
	Iteration 13Q: 3 clusters Score -131531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -131534.265625 Penalty: 3550.623047
	Iteration 14Q: 3 clusters Score -131534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -131535.531250 Penalty: 3550.623047
	Iteration 15Q: 3 clusters Score -131535.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -131536.593750 Penalty: 3550.623047
	Iteration 16Q: 3 clusters Score -131536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -131537.218750 Penalty: 3550.623047
	Iteration 17Q: 3 clusters Score -131537.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -131538.296875 Penalty: 3550.623047
	Iteration 18Q: 3 clusters Score -131538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -131538.546875 Penalty: 3550.623047
	Iteration 19F: 3 clusters Score -131538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -131576.546875 Penalty: 3550.623047
	Iteration 20F: 3 clusters Score -131576.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -131590.687500 Penalty: 3550.623047
	Iteration 21Q: 3 clusters Score -131590.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -131597.046875 Penalty: 3550.623047
	Iteration 22Q: 3 clusters Score -131597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -131610.328125 Penalty: 3550.623047
	Iteration 23Q: 3 clusters Score -131610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -131611.062500 Penalty: 3550.623047
	Iteration 24Q: 3 clusters Score -131611.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -131611.062500 Penalty: 3550.623047
	Iteration 25F: 3 clusters Score -131611.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Entering Unmasked Estep 
Score: -3960643.500000 Penalty: 2595.359375
	Iteration 0F: 2 clusters Score -3960644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3936707.250000 Penalty: 5190.718750
	Iteration 0F: 3 clusters Score -3936707 nChanged 15978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3945731.000000 Penalty: 5190.718750
	Iteration 1F: 3 clusters Score -3945731 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3947025.250000 Penalty: 5190.718750
	Iteration 2F: 3 clusters Score -3947025 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3948846.750000 Penalty: 5190.718750
	Iteration 3F: 3 clusters Score -3948847 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3951155.500000 Penalty: 5190.718750
	Iteration 4F: 3 clusters Score -3951156 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3953498.750000 Penalty: 5190.718750
	Iteration 5F: 3 clusters Score -3953499 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3955524.750000 Penalty: 5190.718750
	Iteration 6F: 3 clusters Score -3955525 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3956973.500000 Penalty: 5190.718750
	Iteration 7F: 3 clusters Score -3956974 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3957967.750000 Penalty: 5190.718750
	Iteration 8Q: 3 clusters Score -3957968 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3958779.000000 Penalty: 5190.718750
	Iteration 9Q: 3 clusters Score -3958779 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3959427.500000 Penalty: 5190.718750
	Iteration 10Q: 3 clusters Score -3959428 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3959715.500000 Penalty: 5190.718750
	Iteration 11Q: 3 clusters Score -3959716 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3959853.000000 Penalty: 5190.718750
	Iteration 12Q: 3 clusters Score -3959853 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3959923.250000 Penalty: 5190.718750
	Iteration 13Q: 3 clusters Score -3959923 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3959966.750000 Penalty: 5190.718750
	Iteration 14Q: 3 clusters Score -3959967 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3960040.250000 Penalty: 5190.718750
	Iteration 15Q: 3 clusters Score -3960040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3960080.500000 Penalty: 5190.718750
	Iteration 16Q: 3 clusters Score -3960080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3960114.500000 Penalty: 5190.718750
	Iteration 17Q: 3 clusters Score -3960114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3960132.500000 Penalty: 5190.718750
	Iteration 18Q: 3 clusters Score -3960132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3960131.750000 Penalty: 5190.718750
	Iteration 19Q: 3 clusters Score -3960132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3960135.500000 Penalty: 5190.718750
	Iteration 20F: 3 clusters Score -3960136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3960143.000000 Penalty: 5190.718750
	Iteration 21Q: 3 clusters Score -3960143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3960137.500000 Penalty: 5190.718750
	Iteration 22Q: 3 clusters Score -3960138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3960136.500000 Penalty: 5190.718750
	Iteration 23Q: 3 clusters Score -3960136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3960138.250000 Penalty: 5190.718750
	Iteration 24Q: 3 clusters Score -3960138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3960138.750000 Penalty: 5190.718750
	Iteration 25Q: 3 clusters Score -3960139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3960144.000000 Penalty: 5190.718750
	Iteration 26Q: 3 clusters Score -3960144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3960142.250000 Penalty: 5190.718750
	Iteration 27Q: 3 clusters Score -3960142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3960140.750000 Penalty: 5190.718750
	Iteration 28Q: 3 clusters Score -3960141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3960146.500000 Penalty: 5190.718750
	Iteration 29Q: 3 clusters Score -3960146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3960146.250000 Penalty: 5190.718750
	Iteration 30Q: 3 clusters Score -3960146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3960148.000000 Penalty: 5190.718750
	Iteration 31Q: 3 clusters Score -3960148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3960141.000000 Penalty: 5190.718750
	Iteration 32Q: 3 clusters Score -3960141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3960146.500000 Penalty: 5190.718750
	Iteration 33Q: 3 clusters Score -3960146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3960146.500000 Penalty: 5190.718750
	Iteration 34F: 3 clusters Score -3960146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Entering Unmasked Estep 
Score: -2765626.000000 Penalty: 2495.679199
	Iteration 0F: 2 clusters Score -2765626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2749274.250000 Penalty: 4991.358398
	Iteration 0F: 3 clusters Score -2749274 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2754926.000000 Penalty: 4991.358398
	Iteration 1F: 3 clusters Score -2754926 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2755425.000000 Penalty: 4991.358398
	Iteration 2F: 3 clusters Score -2755425 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2755861.000000 Penalty: 4991.358398
	Iteration 3Q: 3 clusters Score -2755861 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2756253.250000 Penalty: 4991.358398
	Iteration 4Q: 3 clusters Score -2756253 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2756720.000000 Penalty: 4991.358398
	Iteration 5Q: 3 clusters Score -2756720 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2757258.250000 Penalty: 4991.358398
	Iteration 6Q: 3 clusters Score -2757258 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2757885.250000 Penalty: 4991.358398
	Iteration 7Q: 3 clusters Score -2757885 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2758575.500000 Penalty: 4991.358398
	Iteration 8Q: 3 clusters Score -2758576 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2759255.250000 Penalty: 4991.358398
	Iteration 9Q: 3 clusters Score -2759255 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2759831.250000 Penalty: 4991.358398
	Iteration 10Q: 3 clusters Score -2759831 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2760237.500000 Penalty: 4991.358398
	Iteration 11Q: 3 clusters Score -2760238 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2760486.000000 Penalty: 4991.358398
	Iteration 12Q: 3 clusters Score -2760486 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2760687.250000 Penalty: 4991.358398
	Iteration 13Q: 3 clusters Score -2760687 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2760833.500000 Penalty: 4991.358398
	Iteration 14Q: 3 clusters Score -2760834 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2760941.250000 Penalty: 4991.358398
	Iteration 15Q: 3 clusters Score -2760941 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2761068.500000 Penalty: 4991.358398
	Iteration 16Q: 3 clusters Score -2761068 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2761202.500000 Penalty: 4991.358398
	Iteration 17Q: 3 clusters Score -2761202 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2761368.000000 Penalty: 4991.358398
	Iteration 18Q: 3 clusters Score -2761368 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2761575.000000 Penalty: 4991.358398
	Iteration 19Q: 3 clusters Score -2761575 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2761815.000000 Penalty: 4991.358398
	Iteration 20F: 3 clusters Score -2761815 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2762103.750000 Penalty: 4991.358398
	Iteration 21Q: 3 clusters Score -2762104 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2762428.750000 Penalty: 4991.358398
	Iteration 22Q: 3 clusters Score -2762429 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2762693.500000 Penalty: 4991.358398
	Iteration 23Q: 3 clusters Score -2762694 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2762855.750000 Penalty: 4991.358398
	Iteration 24Q: 3 clusters Score -2762856 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2762969.750000 Penalty: 4991.358398
	Iteration 25Q: 3 clusters Score -2762970 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2763041.250000 Penalty: 4991.358398
	Iteration 26Q: 3 clusters Score -2763041 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2763069.750000 Penalty: 4991.358398
	Iteration 27Q: 3 clusters Score -2763070 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2763100.250000 Penalty: 4991.358398
	Iteration 28Q: 3 clusters Score -2763100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2763125.750000 Penalty: 4991.358398
	Iteration 29Q: 3 clusters Score -2763126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2763140.000000 Penalty: 4991.358398
	Iteration 30Q: 3 clusters Score -2763140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2763154.250000 Penalty: 4991.358398
	Iteration 31Q: 3 clusters Score -2763154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2763164.750000 Penalty: 4991.358398
	Iteration 32Q: 3 clusters Score -2763165 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2763167.250000 Penalty: 4991.358398
	Iteration 33Q: 3 clusters Score -2763167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2763183.250000 Penalty: 4991.358398
	Iteration 34Q: 3 clusters Score -2763183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2763190.500000 Penalty: 4991.358398
	Iteration 35Q: 3 clusters Score -2763190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2763192.750000 Penalty: 4991.358398
	Iteration 36Q: 3 clusters Score -2763193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2763197.500000 Penalty: 4991.358398
	Iteration 37Q: 3 clusters Score -2763198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2763197.750000 Penalty: 4991.358398
	Iteration 38Q: 3 clusters Score -2763198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2763211.250000 Penalty: 4991.358398
	Iteration 39Q: 3 clusters Score -2763211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2763220.500000 Penalty: 4991.358398
	Iteration 40F: 3 clusters Score -2763220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2763229.000000 Penalty: 4991.358398
	Iteration 41Q: 3 clusters Score -2763229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2763234.750000 Penalty: 4991.358398
	Iteration 42Q: 3 clusters Score -2763235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2763244.000000 Penalty: 4991.358398
	Iteration 43Q: 3 clusters Score -2763244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2763245.500000 Penalty: 4991.358398
	Iteration 44Q: 3 clusters Score -2763246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2763251.000000 Penalty: 4991.358398
	Iteration 45Q: 3 clusters Score -2763251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2763253.000000 Penalty: 4991.358398
	Iteration 46Q: 3 clusters Score -2763253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2763258.000000 Penalty: 4991.358398
	Iteration 47Q: 3 clusters Score -2763258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2763270.500000 Penalty: 4991.358398
	Iteration 48Q: 3 clusters Score -2763270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2763283.250000 Penalty: 4991.358398
	Iteration 49Q: 3 clusters Score -2763283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2763288.500000 Penalty: 4991.358398
	Iteration 50Q: 3 clusters Score -2763288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2763299.000000 Penalty: 4991.358398
	Iteration 51Q: 3 clusters Score -2763299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2763307.750000 Penalty: 4991.358398
	Iteration 52Q: 3 clusters Score -2763308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2763313.500000 Penalty: 4991.358398
	Iteration 53Q: 3 clusters Score -2763314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2763313.000000 Penalty: 4991.358398
	Iteration 54Q: 3 clusters Score -2763313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2763315.500000 Penalty: 4991.358398
	Iteration 55Q: 3 clusters Score -2763316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2763316.500000 Penalty: 4991.358398
	Iteration 56Q: 3 clusters Score -2763316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2763322.500000 Penalty: 4991.358398
	Iteration 57Q: 3 clusters Score -2763322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2763329.000000 Penalty: 4991.358398
	Iteration 58Q: 3 clusters Score -2763329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2763331.750000 Penalty: 4991.358398
	Iteration 59Q: 3 clusters Score -2763332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2763334.000000 Penalty: 4991.358398
	Iteration 60F: 3 clusters Score -2763334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2763335.250000 Penalty: 4991.358398
	Iteration 61Q: 3 clusters Score -2763335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2763339.250000 Penalty: 4991.358398
	Iteration 62Q: 3 clusters Score -2763339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2763335.000000 Penalty: 4991.358398
	Iteration 63Q: 3 clusters Score -2763335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2763342.250000 Penalty: 4991.358398
	Iteration 64Q: 3 clusters Score -2763342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2763346.750000 Penalty: 4991.358398
	Iteration 65Q: 3 clusters Score -2763347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2763348.000000 Penalty: 4991.358398
	Iteration 66Q: 3 clusters Score -2763348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2763350.750000 Penalty: 4991.358398
	Iteration 67Q: 3 clusters Score -2763351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2763362.750000 Penalty: 4991.358398
	Iteration 68Q: 3 clusters Score -2763363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2763366.250000 Penalty: 4991.358398
	Iteration 69Q: 3 clusters Score -2763366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2763366.000000 Penalty: 4991.358398
	Iteration 70Q: 3 clusters Score -2763366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2763374.500000 Penalty: 4991.358398
	Iteration 71Q: 3 clusters Score -2763374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2763382.750000 Penalty: 4991.358398
	Iteration 72Q: 3 clusters Score -2763383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2763382.500000 Penalty: 4991.358398
	Iteration 73Q: 3 clusters Score -2763382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2763377.500000 Penalty: 4991.358398
	Iteration 74Q: 3 clusters Score -2763378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2763384.750000 Penalty: 4991.358398
	Iteration 75Q: 3 clusters Score -2763385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2763392.250000 Penalty: 4991.358398
	Iteration 76Q: 3 clusters Score -2763392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2763396.500000 Penalty: 4991.358398
	Iteration 77Q: 3 clusters Score -2763396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2763394.750000 Penalty: 4991.358398
	Iteration 78Q: 3 clusters Score -2763395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2763395.000000 Penalty: 4991.358398
	Iteration 79Q: 3 clusters Score -2763395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2763391.750000 Penalty: 4991.358398
	Iteration 80F: 3 clusters Score -2763392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2763398.000000 Penalty: 4991.358398
	Iteration 81Q: 3 clusters Score -2763398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2763400.500000 Penalty: 4991.358398
	Iteration 82Q: 3 clusters Score -2763400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2763395.500000 Penalty: 4991.358398
	Iteration 83Q: 3 clusters Score -2763396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2763395.750000 Penalty: 4991.358398
	Iteration 84Q: 3 clusters Score -2763396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2763394.000000 Penalty: 4991.358398
	Iteration 85Q: 3 clusters Score -2763394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2763400.000000 Penalty: 4991.358398
	Iteration 86Q: 3 clusters Score -2763400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2763407.500000 Penalty: 4991.358398
	Iteration 87Q: 3 clusters Score -2763408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2763404.750000 Penalty: 4991.358398
	Iteration 88Q: 3 clusters Score -2763405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2763406.750000 Penalty: 4991.358398
	Iteration 89Q: 3 clusters Score -2763407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2763407.500000 Penalty: 4991.358398
	Iteration 90Q: 3 clusters Score -2763408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2763410.250000 Penalty: 4991.358398
	Iteration 91Q: 3 clusters Score -2763410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2763410.500000 Penalty: 4991.358398
	Iteration 92Q: 3 clusters Score -2763410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2763404.000000 Penalty: 4991.358398
	Iteration 93Q: 3 clusters Score -2763404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2763407.250000 Penalty: 4991.358398
	Iteration 94Q: 3 clusters Score -2763407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2763405.750000 Penalty: 4991.358398
	Iteration 95Q: 3 clusters Score -2763406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2763404.500000 Penalty: 4991.358398
	Iteration 96Q: 3 clusters Score -2763404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2763402.750000 Penalty: 4991.358398
	Iteration 97Q: 3 clusters Score -2763403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2763407.500000 Penalty: 4991.358398
	Iteration 98Q: 3 clusters Score -2763408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2763401.000000 Penalty: 4991.358398
	Iteration 99Q: 3 clusters Score -2763401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2763408.250000 Penalty: 4991.358398
	Iteration 100F: 3 clusters Score -2763408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2763407.000000 Penalty: 4991.358398
	Iteration 101Q: 3 clusters Score -2763407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2763406.250000 Penalty: 4991.358398
	Iteration 102Q: 3 clusters Score -2763406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2763405.500000 Penalty: 4991.358398
	Iteration 103Q: 3 clusters Score -2763406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2763405.750000 Penalty: 4991.358398
	Iteration 104Q: 3 clusters Score -2763406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2763409.250000 Penalty: 4991.358398
	Iteration 105Q: 3 clusters Score -2763409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2763413.000000 Penalty: 4991.358398
	Iteration 106Q: 3 clusters Score -2763413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2763415.750000 Penalty: 4991.358398
	Iteration 107Q: 3 clusters Score -2763416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2763414.000000 Penalty: 4991.358398
	Iteration 108Q: 3 clusters Score -2763414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2763415.000000 Penalty: 4991.358398
	Iteration 109Q: 3 clusters Score -2763415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2763415.500000 Penalty: 4991.358398
	Iteration 110Q: 3 clusters Score -2763416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2763414.250000 Penalty: 4991.358398
	Iteration 111Q: 3 clusters Score -2763414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2763412.250000 Penalty: 4991.358398
	Iteration 112Q: 3 clusters Score -2763412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2763410.500000 Penalty: 4991.358398
	Iteration 113Q: 3 clusters Score -2763410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2763416.500000 Penalty: 4991.358398
	Iteration 114Q: 3 clusters Score -2763416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2763416.500000 Penalty: 4991.358398
	Iteration 115Q: 3 clusters Score -2763416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2763414.500000 Penalty: 4991.358398
	Iteration 116Q: 3 clusters Score -2763414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2763413.750000 Penalty: 4991.358398
	Iteration 117Q: 3 clusters Score -2763414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2763416.000000 Penalty: 4991.358398
	Iteration 118Q: 3 clusters Score -2763416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2763417.000000 Penalty: 4991.358398
	Iteration 119Q: 3 clusters Score -2763417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2763417.000000 Penalty: 4991.358398
	Iteration 120F: 3 clusters Score -2763417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -60333.105469 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -60333.11 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 280 members 
Entering Unmasked Estep 
Score: -58745.511719 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -58745.51 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58905.511719 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -58905.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58959.445312 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -58959.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58987.824219 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -58987.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59023.226562 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -59023.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59029.667969 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -59029.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59034.847656 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -59034.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59038.054688 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -59038.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59040.117188 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -59040.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59046.398438 Penalty: 3147.435547
	Iteration 9Q: 3 clusters Score -59046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59052.304688 Penalty: 3147.435547
	Iteration 10Q: 3 clusters Score -59052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59055.000000 Penalty: 3147.435547
	Iteration 11Q: 3 clusters Score -59055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59058.609375 Penalty: 3147.435547
	Iteration 12Q: 3 clusters Score -59058.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59059.707031 Penalty: 3147.435547
	Iteration 13Q: 3 clusters Score -59059.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59059.707031 Penalty: 3147.435547
	Iteration 14F: 3 clusters Score -59059.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Entering Unmasked Estep 
Score: -2966379.000000 Penalty: 2514.264893
	Iteration 0F: 2 clusters Score -2966379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2948818.750000 Penalty: 5028.529785
	Iteration 0F: 3 clusters Score -2948819 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2954922.500000 Penalty: 5028.529785
	Iteration 1F: 3 clusters Score -2954922 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2955383.000000 Penalty: 5028.529785
	Iteration 2F: 3 clusters Score -2955383 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2955800.500000 Penalty: 5028.529785
	Iteration 3Q: 3 clusters Score -2955800 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2956295.500000 Penalty: 5028.529785
	Iteration 4Q: 3 clusters Score -2956296 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2956815.000000 Penalty: 5028.529785
	Iteration 5Q: 3 clusters Score -2956815 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2957494.750000 Penalty: 5028.529785
	Iteration 6F: 3 clusters Score -2957495 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2958426.500000 Penalty: 5028.529785
	Iteration 7F: 3 clusters Score -2958426 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2959684.500000 Penalty: 5028.529785
	Iteration 8F: 3 clusters Score -2959684 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2961130.000000 Penalty: 5028.529785
	Iteration 9F: 3 clusters Score -2961130 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2962290.000000 Penalty: 5028.529785
	Iteration 10F: 3 clusters Score -2962290 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2963110.750000 Penalty: 5028.529785
	Iteration 11Q: 3 clusters Score -2963111 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2963569.500000 Penalty: 5028.529785
	Iteration 12Q: 3 clusters Score -2963570 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2963844.500000 Penalty: 5028.529785
	Iteration 13Q: 3 clusters Score -2963844 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2963990.750000 Penalty: 5028.529785
	Iteration 14Q: 3 clusters Score -2963991 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2964065.250000 Penalty: 5028.529785
	Iteration 15Q: 3 clusters Score -2964065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2964111.500000 Penalty: 5028.529785
	Iteration 16Q: 3 clusters Score -2964112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2964150.250000 Penalty: 5028.529785
	Iteration 17Q: 3 clusters Score -2964150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2964187.500000 Penalty: 5028.529785
	Iteration 18Q: 3 clusters Score -2964188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2964198.750000 Penalty: 5028.529785
	Iteration 19Q: 3 clusters Score -2964199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2964216.750000 Penalty: 5028.529785
	Iteration 20F: 3 clusters Score -2964217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2964224.250000 Penalty: 5028.529785
	Iteration 21Q: 3 clusters Score -2964224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2964234.750000 Penalty: 5028.529785
	Iteration 22Q: 3 clusters Score -2964235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2964246.250000 Penalty: 5028.529785
	Iteration 23Q: 3 clusters Score -2964246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2964253.000000 Penalty: 5028.529785
	Iteration 24Q: 3 clusters Score -2964253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2964257.750000 Penalty: 5028.529785
	Iteration 25Q: 3 clusters Score -2964258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2964256.000000 Penalty: 5028.529785
	Iteration 26Q: 3 clusters Score -2964256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2964261.250000 Penalty: 5028.529785
	Iteration 27Q: 3 clusters Score -2964261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2964262.500000 Penalty: 5028.529785
	Iteration 28Q: 3 clusters Score -2964262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2964262.500000 Penalty: 5028.529785
	Iteration 29F: 3 clusters Score -2964262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Entering Unmasked Estep 
Score: -3356022.250000 Penalty: 2547.656250
	Iteration 0F: 2 clusters Score -3356022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3336230.500000 Penalty: 5095.312500
	Iteration 0F: 3 clusters Score -3336230 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3343232.500000 Penalty: 5095.312500
	Iteration 1F: 3 clusters Score -3343232 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3343719.500000 Penalty: 5095.312500
	Iteration 2Q: 3 clusters Score -3343720 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3344185.000000 Penalty: 5095.312500
	Iteration 3Q: 3 clusters Score -3344185 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3344705.750000 Penalty: 5095.312500
	Iteration 4Q: 3 clusters Score -3344706 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3345368.000000 Penalty: 5095.312500
	Iteration 5Q: 3 clusters Score -3345368 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3346243.750000 Penalty: 5095.312500
	Iteration 6F: 3 clusters Score -3346244 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3347424.250000 Penalty: 5095.312500
	Iteration 7F: 3 clusters Score -3347424 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -3348784.000000 Penalty: 5095.312500
	Iteration 8F: 3 clusters Score -3348784 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3350176.250000 Penalty: 5095.312500
	Iteration 9F: 3 clusters Score -3350176 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3351445.000000 Penalty: 5095.312500
	Iteration 10F: 3 clusters Score -3351445 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3352425.000000 Penalty: 5095.312500
	Iteration 11Q: 3 clusters Score -3352425 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3353047.250000 Penalty: 5095.312500
	Iteration 12Q: 3 clusters Score -3353047 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3353499.500000 Penalty: 5095.312500
	Iteration 13Q: 3 clusters Score -3353500 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3353817.750000 Penalty: 5095.312500
	Iteration 14Q: 3 clusters Score -3353818 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3354131.000000 Penalty: 5095.312500
	Iteration 15Q: 3 clusters Score -3354131 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3354420.750000 Penalty: 5095.312500
	Iteration 16Q: 3 clusters Score -3354421 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3354618.750000 Penalty: 5095.312500
	Iteration 17Q: 3 clusters Score -3354619 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3354747.750000 Penalty: 5095.312500
	Iteration 18Q: 3 clusters Score -3354748 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3354859.250000 Penalty: 5095.312500
	Iteration 19Q: 3 clusters Score -3354859 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3354917.750000 Penalty: 5095.312500
	Iteration 20F: 3 clusters Score -3354918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3354941.750000 Penalty: 5095.312500
	Iteration 21Q: 3 clusters Score -3354942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3354963.250000 Penalty: 5095.312500
	Iteration 22Q: 3 clusters Score -3354963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -3354969.750000 Penalty: 5095.312500
	Iteration 23Q: 3 clusters Score -3354970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -3354974.750000 Penalty: 5095.312500
	Iteration 24Q: 3 clusters Score -3354975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3354979.000000 Penalty: 5095.312500
	Iteration 25Q: 3 clusters Score -3354979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3354979.250000 Penalty: 5095.312500
	Iteration 26Q: 3 clusters Score -3354979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3354983.000000 Penalty: 5095.312500
	Iteration 27Q: 3 clusters Score -3354983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3354982.500000 Penalty: 5095.312500
	Iteration 28Q: 3 clusters Score -3354982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3354982.500000 Penalty: 5095.312500
	Iteration 29F: 3 clusters Score -3354982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Entering Unmasked Estep 
Score: -640046.000000 Penalty: 2137.339355
	Iteration 0F: 2 clusters Score -640046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -635174.125000 Penalty: 4274.678711
	Iteration 0F: 3 clusters Score -635174.1 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -636329.500000 Penalty: 4274.678711
	Iteration 1F: 3 clusters Score -636329.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -636575.875000 Penalty: 4274.678711
	Iteration 2F: 3 clusters Score -636575.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -636722.312500 Penalty: 4274.678711
	Iteration 3Q: 3 clusters Score -636722.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -636821.125000 Penalty: 4274.678711
	Iteration 4Q: 3 clusters Score -636821.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -636887.250000 Penalty: 4274.678711
	Iteration 5Q: 3 clusters Score -636887.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -636939.812500 Penalty: 4274.678711
	Iteration 6Q: 3 clusters Score -636939.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -636978.812500 Penalty: 4274.678711
	Iteration 7Q: 3 clusters Score -636978.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -637019.750000 Penalty: 4274.678711
	Iteration 8Q: 3 clusters Score -637019.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -637057.937500 Penalty: 4274.678711
	Iteration 9Q: 3 clusters Score -637057.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -637082.562500 Penalty: 4274.678711
	Iteration 10Q: 3 clusters Score -637082.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -637110.375000 Penalty: 4274.678711
	Iteration 11Q: 3 clusters Score -637110.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -637140.562500 Penalty: 4274.678711
	Iteration 12Q: 3 clusters Score -637140.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -637166.875000 Penalty: 4274.678711
	Iteration 13Q: 3 clusters Score -637166.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -637191.125000 Penalty: 4274.678711
	Iteration 14Q: 3 clusters Score -637191.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -637224.937500 Penalty: 4274.678711
	Iteration 15Q: 3 clusters Score -637224.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -637261.937500 Penalty: 4274.678711
	Iteration 16Q: 3 clusters Score -637261.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -637304.750000 Penalty: 4274.678711
	Iteration 17Q: 3 clusters Score -637304.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -637366.687500 Penalty: 4274.678711
	Iteration 18Q: 3 clusters Score -637366.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -637433.437500 Penalty: 4274.678711
	Iteration 19Q: 3 clusters Score -637433.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -637510.375000 Penalty: 4274.678711
	Iteration 20F: 3 clusters Score -637510.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -637574.062500 Penalty: 4274.678711
	Iteration 21Q: 3 clusters Score -637574.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -637649.000000 Penalty: 4274.678711
	Iteration 22Q: 3 clusters Score -637649 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -637710.250000 Penalty: 4274.678711
	Iteration 23Q: 3 clusters Score -637710.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -637754.250000 Penalty: 4274.678711
	Iteration 24Q: 3 clusters Score -637754.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -637800.125000 Penalty: 4274.678711
	Iteration 25Q: 3 clusters Score -637800.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -637839.062500 Penalty: 4274.678711
	Iteration 26Q: 3 clusters Score -637839.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -637870.937500 Penalty: 4274.678711
	Iteration 27Q: 3 clusters Score -637870.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -637903.375000 Penalty: 4274.678711
	Iteration 28Q: 3 clusters Score -637903.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -637934.312500 Penalty: 4274.678711
	Iteration 29Q: 3 clusters Score -637934.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -637962.437500 Penalty: 4274.678711
	Iteration 30Q: 3 clusters Score -637962.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -637995.625000 Penalty: 4274.678711
	Iteration 31Q: 3 clusters Score -637995.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -638024.375000 Penalty: 4274.678711
	Iteration 32Q: 3 clusters Score -638024.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -638051.625000 Penalty: 4274.678711
	Iteration 33Q: 3 clusters Score -638051.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -638077.437500 Penalty: 4274.678711
	Iteration 34Q: 3 clusters Score -638077.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -638093.750000 Penalty: 4274.678711
	Iteration 35Q: 3 clusters Score -638093.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -638113.437500 Penalty: 4274.678711
	Iteration 36Q: 3 clusters Score -638113.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -638128.375000 Penalty: 4274.678711
	Iteration 37Q: 3 clusters Score -638128.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -638144.812500 Penalty: 4274.678711
	Iteration 38Q: 3 clusters Score -638144.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -638156.375000 Penalty: 4274.678711
	Iteration 39Q: 3 clusters Score -638156.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -638162.375000 Penalty: 4274.678711
	Iteration 40F: 3 clusters Score -638162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -638166.250000 Penalty: 4274.678711
	Iteration 41Q: 3 clusters Score -638166.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -638173.812500 Penalty: 4274.678711
	Iteration 42Q: 3 clusters Score -638173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -638179.187500 Penalty: 4274.678711
	Iteration 43Q: 3 clusters Score -638179.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -638181.937500 Penalty: 4274.678711
	Iteration 44Q: 3 clusters Score -638181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -638183.687500 Penalty: 4274.678711
	Iteration 45Q: 3 clusters Score -638183.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -638185.812500 Penalty: 4274.678711
	Iteration 46Q: 3 clusters Score -638185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -638187.312500 Penalty: 4274.678711
	Iteration 47Q: 3 clusters Score -638187.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -638192.812500 Penalty: 4274.678711
	Iteration 48Q: 3 clusters Score -638192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -638195.625000 Penalty: 4274.678711
	Iteration 49Q: 3 clusters Score -638195.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -638200.187500 Penalty: 4274.678711
	Iteration 50Q: 3 clusters Score -638200.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -638203.687500 Penalty: 4274.678711
	Iteration 51Q: 3 clusters Score -638203.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -638209.937500 Penalty: 4274.678711
	Iteration 52Q: 3 clusters Score -638209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -638211.500000 Penalty: 4274.678711
	Iteration 53Q: 3 clusters Score -638211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -638212.625000 Penalty: 4274.678711
	Iteration 54Q: 3 clusters Score -638212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -638215.375000 Penalty: 4274.678711
	Iteration 55Q: 3 clusters Score -638215.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -638215.375000 Penalty: 4274.678711
	Iteration 56F: 3 clusters Score -638215.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Entering Unmasked Estep 
Score: -3082149.750000 Penalty: 2523.665039
	Iteration 0F: 2 clusters Score -3082150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3064080.750000 Penalty: 5047.330078
	Iteration 0F: 3 clusters Score -3064081 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3070591.000000 Penalty: 5047.330078
	Iteration 1F: 3 clusters Score -3070591 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3071146.250000 Penalty: 5047.330078
	Iteration 2F: 3 clusters Score -3071146 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3071867.250000 Penalty: 5047.330078
	Iteration 3F: 3 clusters Score -3071867 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3072888.750000 Penalty: 5047.330078
	Iteration 4F: 3 clusters Score -3072889 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3074296.250000 Penalty: 5047.330078
	Iteration 5F: 3 clusters Score -3074296 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3075941.250000 Penalty: 5047.330078
	Iteration 6F: 3 clusters Score -3075941 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -3077475.000000 Penalty: 5047.330078
	Iteration 7F: 3 clusters Score -3077475 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3078681.500000 Penalty: 5047.330078
	Iteration 8F: 3 clusters Score -3078682 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3079540.250000 Penalty: 5047.330078
	Iteration 9Q: 3 clusters Score -3079540 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3080059.500000 Penalty: 5047.330078
	Iteration 10Q: 3 clusters Score -3080060 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -3080329.250000 Penalty: 5047.330078
	Iteration 11Q: 3 clusters Score -3080329 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3080451.750000 Penalty: 5047.330078
	Iteration 12Q: 3 clusters Score -3080452 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3080533.250000 Penalty: 5047.330078
	Iteration 13Q: 3 clusters Score -3080533 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3080562.500000 Penalty: 5047.330078
	Iteration 14Q: 3 clusters Score -3080562 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -3080613.500000 Penalty: 5047.330078
	Iteration 15Q: 3 clusters Score -3080614 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -3080636.250000 Penalty: 5047.330078
	Iteration 16Q: 3 clusters Score -3080636 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3080664.750000 Penalty: 5047.330078
	Iteration 17Q: 3 clusters Score -3080665 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -3080687.250000 Penalty: 5047.330078
	Iteration 18Q: 3 clusters Score -3080687 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3080700.750000 Penalty: 5047.330078
	Iteration 19Q: 3 clusters Score -3080701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3080705.500000 Penalty: 5047.330078
	Iteration 20F: 3 clusters Score -3080706 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3080721.250000 Penalty: 5047.330078
	Iteration 21Q: 3 clusters Score -3080721 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3080739.750000 Penalty: 5047.330078
	Iteration 22Q: 3 clusters Score -3080740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3080740.500000 Penalty: 5047.330078
	Iteration 23Q: 3 clusters Score -3080740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -3080758.250000 Penalty: 5047.330078
	Iteration 24Q: 3 clusters Score -3080758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3080760.750000 Penalty: 5047.330078
	Iteration 25Q: 3 clusters Score -3080761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3080765.250000 Penalty: 5047.330078
	Iteration 26Q: 3 clusters Score -3080765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3080775.750000 Penalty: 5047.330078
	Iteration 27Q: 3 clusters Score -3080776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3080780.500000 Penalty: 5047.330078
	Iteration 28Q: 3 clusters Score -3080780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3080792.250000 Penalty: 5047.330078
	Iteration 29Q: 3 clusters Score -3080792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3080801.750000 Penalty: 5047.330078
	Iteration 30Q: 3 clusters Score -3080802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3080806.000000 Penalty: 5047.330078
	Iteration 31Q: 3 clusters Score -3080806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3080799.500000 Penalty: 5047.330078
	Iteration 32Q: 3 clusters Score -3080800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3080804.250000 Penalty: 5047.330078
	Iteration 33Q: 3 clusters Score -3080804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3080810.500000 Penalty: 5047.330078
	Iteration 34Q: 3 clusters Score -3080810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3080809.500000 Penalty: 5047.330078
	Iteration 35Q: 3 clusters Score -3080810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3080813.250000 Penalty: 5047.330078
	Iteration 36Q: 3 clusters Score -3080813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3080817.750000 Penalty: 5047.330078
	Iteration 37Q: 3 clusters Score -3080818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3080822.500000 Penalty: 5047.330078
	Iteration 38Q: 3 clusters Score -3080822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3080825.500000 Penalty: 5047.330078
	Iteration 39Q: 3 clusters Score -3080826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3080823.000000 Penalty: 5047.330078
	Iteration 40F: 3 clusters Score -3080823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -3080836.750000 Penalty: 5047.330078
	Iteration 41Q: 3 clusters Score -3080837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -3080841.500000 Penalty: 5047.330078
	Iteration 42Q: 3 clusters Score -3080842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3080847.500000 Penalty: 5047.330078
	Iteration 43Q: 3 clusters Score -3080848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3080856.750000 Penalty: 5047.330078
	Iteration 44Q: 3 clusters Score -3080857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3080853.500000 Penalty: 5047.330078
	Iteration 45Q: 3 clusters Score -3080854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3080863.750000 Penalty: 5047.330078
	Iteration 46Q: 3 clusters Score -3080864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -3080860.250000 Penalty: 5047.330078
	Iteration 47Q: 3 clusters Score -3080860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3080866.000000 Penalty: 5047.330078
	Iteration 48Q: 3 clusters Score -3080866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3080866.750000 Penalty: 5047.330078
	Iteration 49Q: 3 clusters Score -3080867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3080865.000000 Penalty: 5047.330078
	Iteration 50Q: 3 clusters Score -3080865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3080872.000000 Penalty: 5047.330078
	Iteration 51Q: 3 clusters Score -3080872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3080858.250000 Penalty: 5047.330078
	Iteration 52Q: 3 clusters Score -3080858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3080868.000000 Penalty: 5047.330078
	Iteration 53Q: 3 clusters Score -3080868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3080866.250000 Penalty: 5047.330078
	Iteration 54Q: 3 clusters Score -3080866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3080865.500000 Penalty: 5047.330078
	Iteration 55Q: 3 clusters Score -3080866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3080867.000000 Penalty: 5047.330078
	Iteration 56Q: 3 clusters Score -3080867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3080865.750000 Penalty: 5047.330078
	Iteration 57Q: 3 clusters Score -3080866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3080864.250000 Penalty: 5047.330078
	Iteration 58Q: 3 clusters Score -3080864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -3080867.500000 Penalty: 5047.330078
	Iteration 59Q: 3 clusters Score -3080868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3080867.000000 Penalty: 5047.330078
	Iteration 60F: 3 clusters Score -3080867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3080871.750000 Penalty: 5047.330078
	Iteration 61Q: 3 clusters Score -3080872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3080872.000000 Penalty: 5047.330078
	Iteration 62Q: 3 clusters Score -3080872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -3080874.000000 Penalty: 5047.330078
	Iteration 63Q: 3 clusters Score -3080874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3080873.000000 Penalty: 5047.330078
	Iteration 64Q: 3 clusters Score -3080873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3080878.000000 Penalty: 5047.330078
	Iteration 65Q: 3 clusters Score -3080878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3080878.000000 Penalty: 5047.330078
	Iteration 66Q: 3 clusters Score -3080878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3080877.750000 Penalty: 5047.330078
	Iteration 67Q: 3 clusters Score -3080878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3080879.750000 Penalty: 5047.330078
	Iteration 68Q: 3 clusters Score -3080880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3080875.750000 Penalty: 5047.330078
	Iteration 69Q: 3 clusters Score -3080876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3080875.250000 Penalty: 5047.330078
	Iteration 70Q: 3 clusters Score -3080875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3080874.000000 Penalty: 5047.330078
	Iteration 71Q: 3 clusters Score -3080874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3080877.500000 Penalty: 5047.330078
	Iteration 72Q: 3 clusters Score -3080878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3080880.000000 Penalty: 5047.330078
	Iteration 73Q: 3 clusters Score -3080880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3080881.000000 Penalty: 5047.330078
	Iteration 74Q: 3 clusters Score -3080881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3080884.250000 Penalty: 5047.330078
	Iteration 75Q: 3 clusters Score -3080884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3080874.250000 Penalty: 5047.330078
	Iteration 76Q: 3 clusters Score -3080874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3080877.250000 Penalty: 5047.330078
	Iteration 77Q: 3 clusters Score -3080877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3080878.500000 Penalty: 5047.330078
	Iteration 78Q: 3 clusters Score -3080878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3080882.000000 Penalty: 5047.330078
	Iteration 79Q: 3 clusters Score -3080882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3080883.000000 Penalty: 5047.330078
	Iteration 80F: 3 clusters Score -3080883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3080881.500000 Penalty: 5047.330078
	Iteration 81Q: 3 clusters Score -3080882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3080877.750000 Penalty: 5047.330078
	Iteration 82Q: 3 clusters Score -3080878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3080877.750000 Penalty: 5047.330078
	Iteration 83F: 3 clusters Score -3080878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 3 contains 15132 members 
Mstep: Class 5 contains 184876 members 
Mstep: Class 7 contains 266936 members 
Mstep: Class 11 contains 12073 members 
Mstep: Class 13 contains 9130 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35072 members 
Mstep: Class 17 contains 23464 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25290 members 
Mstep: Class 20 contains 28935 members 
Mstep: Class 21 contains 5532 members 
Mstep: Class 22 contains 26267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645440.000000 Penalty: 46482.957031
Iteration 279Q: 15 clusters Score -7.464544e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 3 contains 15133 members 
Mstep: Class 5 contains 184863 members 
Mstep: Class 7 contains 266949 members 
Mstep: Class 11 contains 12068 members 
Mstep: Class 13 contains 9131 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35069 members 
Mstep: Class 17 contains 23455 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25291 members 
Mstep: Class 20 contains 28934 members 
Mstep: Class 21 contains 5528 members 
Mstep: Class 22 contains 26263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645440.000000 Penalty: 46482.957031
Iteration 280F: 15 clusters Score -7.464544e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 3 contains 15133 members 
Mstep: Class 5 contains 184860 members 
Mstep: Class 7 contains 266957 members 
Mstep: Class 11 contains 12058 members 
Mstep: Class 13 contains 9129 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35063 members 
Mstep: Class 17 contains 23446 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25297 members 
Mstep: Class 20 contains 28934 members 
Mstep: Class 21 contains 5524 members 
Mstep: Class 22 contains 26259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645352.000000 Penalty: 46482.957031
Iteration 281Q: 15 clusters Score -7.464535e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 3 contains 15129 members 
Mstep: Class 5 contains 184849 members 
Mstep: Class 7 contains 266966 members 
Mstep: Class 11 contains 12050 members 
Mstep: Class 13 contains 9130 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35061 members 
Mstep: Class 17 contains 23436 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25301 members 
Mstep: Class 20 contains 28934 members 
Mstep: Class 21 contains 5522 members 
Mstep: Class 22 contains 26258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645264.000000 Penalty: 46482.957031
Iteration 282Q: 15 clusters Score -7.464526e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 3 contains 15125 members 
Mstep: Class 5 contains 184834 members 
Mstep: Class 7 contains 266976 members 
Mstep: Class 11 contains 12048 members 
Mstep: Class 13 contains 9129 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35057 members 
Mstep: Class 17 contains 23423 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25309 members 
Mstep: Class 20 contains 28934 members 
Mstep: Class 21 contains 5523 members 
Mstep: Class 22 contains 26258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645320.000000 Penalty: 46482.957031
Iteration 283Q: 15 clusters Score -7.464532e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 3 contains 15123 members 
Mstep: Class 5 contains 184822 members 
Mstep: Class 7 contains 266994 members 
Mstep: Class 11 contains 12047 members 
Mstep: Class 13 contains 9128 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35054 members 
Mstep: Class 17 contains 23408 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25311 members 
Mstep: Class 20 contains 28933 members 
Mstep: Class 21 contains 5524 members 
Mstep: Class 22 contains 26255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645336.000000 Penalty: 46482.957031
Iteration 284Q: 15 clusters Score -7.464534e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 3 contains 15123 members 
Mstep: Class 5 contains 184811 members 
Mstep: Class 7 contains 267010 members 
Mstep: Class 11 contains 12045 members 
Mstep: Class 13 contains 9129 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35049 members 
Mstep: Class 17 contains 23395 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25313 members 
Mstep: Class 20 contains 28933 members 
Mstep: Class 21 contains 5523 members 
Mstep: Class 22 contains 26250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645288.000000 Penalty: 46482.957031
Iteration 285Q: 15 clusters Score -7.464529e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 3 contains 15123 members 
Mstep: Class 5 contains 184810 members 
Mstep: Class 7 contains 267015 members 
Mstep: Class 11 contains 12045 members 
Mstep: Class 13 contains 9128 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35048 members 
Mstep: Class 17 contains 23385 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25311 members 
Mstep: Class 20 contains 28931 members 
Mstep: Class 21 contains 5522 members 
Mstep: Class 22 contains 26247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645232.000000 Penalty: 46482.957031
Iteration 286Q: 15 clusters Score -7.464523e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 3 contains 15124 members 
Mstep: Class 5 contains 184805 members 
Mstep: Class 7 contains 267022 members 
Mstep: Class 11 contains 12047 members 
Mstep: Class 13 contains 9127 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35043 members 
Mstep: Class 17 contains 23370 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25312 members 
Mstep: Class 20 contains 28930 members 
Mstep: Class 21 contains 5522 members 
Mstep: Class 22 contains 26240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645296.000000 Penalty: 46482.957031
Iteration 287Q: 15 clusters Score -7.46453e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 3 contains 15124 members 
Mstep: Class 5 contains 184798 members 
Mstep: Class 7 contains 267020 members 
Mstep: Class 11 contains 12045 members 
Mstep: Class 13 contains 9127 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35042 members 
Mstep: Class 17 contains 23357 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25312 members 
Mstep: Class 20 contains 28930 members 
Mstep: Class 21 contains 5521 members 
Mstep: Class 22 contains 26238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645296.000000 Penalty: 46482.957031
Iteration 288Q: 15 clusters Score -7.46453e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 3 contains 15124 members 
Mstep: Class 5 contains 184793 members 
Mstep: Class 7 contains 267022 members 
Mstep: Class 11 contains 12040 members 
Mstep: Class 13 contains 9128 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35043 members 
Mstep: Class 17 contains 23346 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25314 members 
Mstep: Class 20 contains 28930 members 
Mstep: Class 21 contains 5520 members 
Mstep: Class 22 contains 26237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645352.000000 Penalty: 46482.957031
Iteration 289Q: 15 clusters Score -7.464535e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 3 contains 15124 members 
Mstep: Class 5 contains 184797 members 
Mstep: Class 7 contains 267025 members 
Mstep: Class 11 contains 12035 members 
Mstep: Class 13 contains 9128 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35042 members 
Mstep: Class 17 contains 23331 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25314 members 
Mstep: Class 20 contains 28930 members 
Mstep: Class 21 contains 5518 members 
Mstep: Class 22 contains 26235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645256.000000 Penalty: 46482.957031
Iteration 290Q: 15 clusters Score -7.464526e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 3 contains 15124 members 
Mstep: Class 5 contains 184789 members 
Mstep: Class 7 contains 267026 members 
Mstep: Class 11 contains 12035 members 
Mstep: Class 13 contains 9128 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35037 members 
Mstep: Class 17 contains 23324 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25316 members 
Mstep: Class 20 contains 28930 members 
Mstep: Class 21 contains 5516 members 
Mstep: Class 22 contains 26233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645272.000000 Penalty: 46482.957031
Iteration 291Q: 15 clusters Score -7.464527e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 3 contains 15125 members 
Mstep: Class 5 contains 184784 members 
Mstep: Class 7 contains 267021 members 
Mstep: Class 11 contains 12033 members 
Mstep: Class 13 contains 9124 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35036 members 
Mstep: Class 17 contains 23320 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25315 members 
Mstep: Class 20 contains 28930 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 26233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645328.000000 Penalty: 46482.957031
Iteration 292Q: 15 clusters Score -7.464533e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 3 contains 15123 members 
Mstep: Class 5 contains 184777 members 
Mstep: Class 7 contains 267027 members 
Mstep: Class 11 contains 12032 members 
Mstep: Class 13 contains 9118 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35036 members 
Mstep: Class 17 contains 23311 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25317 members 
Mstep: Class 20 contains 28928 members 
Mstep: Class 21 contains 5513 members 
Mstep: Class 22 contains 26229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645368.000000 Penalty: 46482.957031
Iteration 293Q: 15 clusters Score -7.464537e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 3 contains 15124 members 
Mstep: Class 5 contains 184762 members 
Mstep: Class 7 contains 267028 members 
Mstep: Class 11 contains 12031 members 
Mstep: Class 13 contains 9111 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35036 members 
Mstep: Class 17 contains 23306 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25318 members 
Mstep: Class 20 contains 28927 members 
Mstep: Class 21 contains 5513 members 
Mstep: Class 22 contains 26229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645400.000000 Penalty: 46482.957031
Iteration 294Q: 15 clusters Score -7.46454e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 3 contains 15125 members 
Mstep: Class 5 contains 184740 members 
Mstep: Class 7 contains 267037 members 
Mstep: Class 11 contains 12028 members 
Mstep: Class 13 contains 9103 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35036 members 
Mstep: Class 17 contains 23301 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25323 members 
Mstep: Class 20 contains 28927 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 26228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645320.000000 Penalty: 46482.957031
Iteration 295Q: 15 clusters Score -7.464532e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 3 contains 15123 members 
Mstep: Class 5 contains 184723 members 
Mstep: Class 7 contains 267049 members 
Mstep: Class 11 contains 12024 members 
Mstep: Class 13 contains 9103 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35032 members 
Mstep: Class 17 contains 23296 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25327 members 
Mstep: Class 20 contains 28925 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 26227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645360.000000 Penalty: 46482.957031
Iteration 296Q: 15 clusters Score -7.464536e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 3 contains 15125 members 
Mstep: Class 5 contains 184711 members 
Mstep: Class 7 contains 267051 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 13 contains 9105 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35032 members 
Mstep: Class 17 contains 23290 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 20 contains 28925 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 26226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645336.000000 Penalty: 46482.957031
Iteration 297Q: 15 clusters Score -7.464534e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 3 contains 15124 members 
Mstep: Class 5 contains 184701 members 
Mstep: Class 7 contains 267049 members 
Mstep: Class 11 contains 12015 members 
Mstep: Class 13 contains 9104 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35029 members 
Mstep: Class 17 contains 23288 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25330 members 
Mstep: Class 20 contains 28923 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 26225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645312.000000 Penalty: 46482.957031
Iteration 298Q: 15 clusters Score -7.464531e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 3 contains 15127 members 
Mstep: Class 5 contains 184686 members 
Mstep: Class 7 contains 267051 members 
Mstep: Class 11 contains 12007 members 
Mstep: Class 13 contains 9103 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35029 members 
Mstep: Class 17 contains 23286 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25330 members 
Mstep: Class 20 contains 28923 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 26225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645352.000000 Penalty: 46482.957031
Iteration 299Q: 15 clusters Score -7.464535e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 3 contains 15128 members 
Mstep: Class 5 contains 184672 members 
Mstep: Class 7 contains 267071 members 
Mstep: Class 11 contains 11998 members 
Mstep: Class 13 contains 9103 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35028 members 
Mstep: Class 17 contains 23283 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25330 members 
Mstep: Class 20 contains 28923 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 26223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645360.000000 Penalty: 46482.957031
Iteration 300F: 15 clusters Score -7.464536e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 3 contains 15128 members 
Mstep: Class 5 contains 184656 members 
Mstep: Class 7 contains 267100 members 
Mstep: Class 11 contains 11991 members 
Mstep: Class 13 contains 9103 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35023 members 
Mstep: Class 17 contains 23274 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25330 members 
Mstep: Class 20 contains 28922 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 26221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645328.000000 Penalty: 46482.957031
Iteration 301Q: 15 clusters Score -7.464533e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 3 contains 15128 members 
Mstep: Class 5 contains 184647 members 
Mstep: Class 7 contains 267121 members 
Mstep: Class 11 contains 11987 members 
Mstep: Class 13 contains 9103 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35020 members 
Mstep: Class 17 contains 23260 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25330 members 
Mstep: Class 20 contains 28921 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 26221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645384.000000 Penalty: 46482.957031
Iteration 302Q: 15 clusters Score -7.464538e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 3 contains 15129 members 
Mstep: Class 5 contains 184642 members 
Mstep: Class 7 contains 267137 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 13 contains 9103 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35015 members 
Mstep: Class 17 contains 23247 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25331 members 
Mstep: Class 20 contains 28922 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 26221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645368.000000 Penalty: 46482.957031
Iteration 303Q: 15 clusters Score -7.464537e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 3 contains 15131 members 
Mstep: Class 5 contains 184630 members 
Mstep: Class 7 contains 267160 members 
Mstep: Class 11 contains 11984 members 
Mstep: Class 13 contains 9103 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35012 members 
Mstep: Class 17 contains 23238 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25331 members 
Mstep: Class 20 contains 28921 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 26222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645416.000000 Penalty: 46482.957031
Iteration 304Q: 15 clusters Score -7.464542e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 3 contains 15134 members 
Mstep: Class 5 contains 184612 members 
Mstep: Class 7 contains 267190 members 
Mstep: Class 11 contains 11979 members 
Mstep: Class 13 contains 9101 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35013 members 
Mstep: Class 17 contains 23227 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25331 members 
Mstep: Class 20 contains 28921 members 
Mstep: Class 21 contains 5511 members 
Mstep: Class 22 contains 26221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645528.000000 Penalty: 46482.957031
Iteration 305Q: 15 clusters Score -7.464553e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 3 contains 15137 members 
Mstep: Class 5 contains 184601 members 
Mstep: Class 7 contains 267216 members 
Mstep: Class 11 contains 11974 members 
Mstep: Class 13 contains 9101 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35014 members 
Mstep: Class 17 contains 23207 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25332 members 
Mstep: Class 20 contains 28920 members 
Mstep: Class 21 contains 5511 members 
Mstep: Class 22 contains 26221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645496.000000 Penalty: 46482.957031
Iteration 306Q: 15 clusters Score -7.46455e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 3 contains 15140 members 
Mstep: Class 5 contains 184581 members 
Mstep: Class 7 contains 267240 members 
Mstep: Class 11 contains 11975 members 
Mstep: Class 13 contains 9102 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35013 members 
Mstep: Class 17 contains 23193 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25331 members 
Mstep: Class 20 contains 28920 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 26219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645576.000000 Penalty: 46482.957031
Iteration 307Q: 15 clusters Score -7.464558e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 3 contains 15141 members 
Mstep: Class 5 contains 184557 members 
Mstep: Class 7 contains 267265 members 
Mstep: Class 11 contains 11976 members 
Mstep: Class 13 contains 9100 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35012 members 
Mstep: Class 17 contains 23183 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25332 members 
Mstep: Class 20 contains 28920 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 26218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645600.000000 Penalty: 46482.957031
Iteration 308Q: 15 clusters Score -7.46456e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 3 contains 15141 members 
Mstep: Class 5 contains 184519 members 
Mstep: Class 7 contains 267306 members 
Mstep: Class 11 contains 11973 members 
Mstep: Class 13 contains 9100 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35010 members 
Mstep: Class 17 contains 23176 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25333 members 
Mstep: Class 20 contains 28920 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 26218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645608.000000 Penalty: 46482.957031
Iteration 309Q: 15 clusters Score -7.464561e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 3 contains 15142 members 
Mstep: Class 5 contains 184487 members 
Mstep: Class 7 contains 267343 members 
Mstep: Class 11 contains 11965 members 
Mstep: Class 13 contains 9100 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35010 members 
Mstep: Class 17 contains 23169 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25334 members 
Mstep: Class 20 contains 28921 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 26217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645616.000000 Penalty: 46482.957031
Iteration 310Q: 15 clusters Score -7.464562e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 3 contains 15146 members 
Mstep: Class 5 contains 184477 members 
Mstep: Class 7 contains 267361 members 
Mstep: Class 11 contains 11959 members 
Mstep: Class 13 contains 9100 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35011 members 
Mstep: Class 17 contains 23158 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25332 members 
Mstep: Class 20 contains 28921 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 26218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645608.000000 Penalty: 46482.957031
Iteration 311Q: 15 clusters Score -7.464561e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 3 contains 15148 members 
Mstep: Class 5 contains 184456 members 
Mstep: Class 7 contains 267381 members 
Mstep: Class 11 contains 11957 members 
Mstep: Class 13 contains 9097 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35007 members 
Mstep: Class 17 contains 23159 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25335 members 
Mstep: Class 20 contains 28921 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 26215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645568.000000 Penalty: 46482.957031
Iteration 312Q: 15 clusters Score -7.464557e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 3 contains 15151 members 
Mstep: Class 5 contains 184449 members 
Mstep: Class 7 contains 267394 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 13 contains 9097 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35006 members 
Mstep: Class 17 contains 23146 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25333 members 
Mstep: Class 20 contains 28921 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 26212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645584.000000 Penalty: 46482.957031
Iteration 313Q: 15 clusters Score -7.464558e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 3 contains 15158 members 
Mstep: Class 5 contains 184440 members 
Mstep: Class 7 contains 267390 members 
Mstep: Class 11 contains 11950 members 
Mstep: Class 13 contains 9099 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35009 members 
Mstep: Class 17 contains 23137 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25333 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 26212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645600.000000 Penalty: 46482.957031
Iteration 314Q: 15 clusters Score -7.46456e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 3 contains 15162 members 
Mstep: Class 5 contains 184428 members 
Mstep: Class 7 contains 267393 members 
Mstep: Class 11 contains 11944 members 
Mstep: Class 13 contains 9100 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35013 members 
Mstep: Class 17 contains 23121 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25338 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 26213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645632.000000 Penalty: 46482.957031
Iteration 315Q: 15 clusters Score -7.464563e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 3 contains 15166 members 
Mstep: Class 5 contains 184427 members 
Mstep: Class 7 contains 267382 members 
Mstep: Class 11 contains 11941 members 
Mstep: Class 13 contains 9100 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35014 members 
Mstep: Class 17 contains 23118 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25337 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5509 members 
Mstep: Class 22 contains 26215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645672.000000 Penalty: 46482.957031
Iteration 316Q: 15 clusters Score -7.464567e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 3 contains 15171 members 
Mstep: Class 5 contains 184429 members 
Mstep: Class 7 contains 267366 members 
Mstep: Class 11 contains 11936 members 
Mstep: Class 13 contains 9101 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35017 members 
Mstep: Class 17 contains 23117 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25337 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5509 members 
Mstep: Class 22 contains 26215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645648.000000 Penalty: 46482.957031
Iteration 317Q: 15 clusters Score -7.464565e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 3 contains 15176 members 
Mstep: Class 5 contains 184419 members 
Mstep: Class 7 contains 267374 members 
Mstep: Class 11 contains 11932 members 
Mstep: Class 13 contains 9098 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35017 members 
Mstep: Class 17 contains 23115 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25337 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5509 members 
Mstep: Class 22 contains 26212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645672.000000 Penalty: 46482.957031
Iteration 318Q: 15 clusters Score -7.464567e+07 nChanged 85
Entering ConstructFrom: 
Score: -74645672.000000 Penalty: 46482.957031
Entering ConstructFrom: 
Trying to split cluster 1 (18133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Entering Unmasked Estep 
Score: -2143304.750000 Penalty: 2431.761230
	Iteration 0F: 2 clusters Score -2143305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2130438.000000 Penalty: 4863.522461
	Iteration 0F: 3 clusters Score -2130438 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2134577.000000 Penalty: 4863.522461
	Iteration 1F: 3 clusters Score -2134577 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2134984.500000 Penalty: 4863.522461
	Iteration 2F: 3 clusters Score -2134984 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2135326.750000 Penalty: 4863.522461
	Iteration 3F: 3 clusters Score -2135327 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2135620.250000 Penalty: 4863.522461
	Iteration 4Q: 3 clusters Score -2135620 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2135962.250000 Penalty: 4863.522461
	Iteration 5Q: 3 clusters Score -2135962 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2136441.250000 Penalty: 4863.522461
	Iteration 6Q: 3 clusters Score -2136441 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2137086.250000 Penalty: 4863.522461
	Iteration 7F: 3 clusters Score -2137086 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2137962.250000 Penalty: 4863.522461
	Iteration 8F: 3 clusters Score -2137962 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2138966.000000 Penalty: 4863.522461
	Iteration 9F: 3 clusters Score -2138966 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2139833.500000 Penalty: 4863.522461
	Iteration 10F: 3 clusters Score -2139834 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2140397.750000 Penalty: 4863.522461
	Iteration 11Q: 3 clusters Score -2140398 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2140770.500000 Penalty: 4863.522461
	Iteration 12Q: 3 clusters Score -2140770 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2141057.750000 Penalty: 4863.522461
	Iteration 13Q: 3 clusters Score -2141058 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2141257.000000 Penalty: 4863.522461
	Iteration 14Q: 3 clusters Score -2141257 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2141362.500000 Penalty: 4863.522461
	Iteration 15Q: 3 clusters Score -2141362 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2141432.250000 Penalty: 4863.522461
	Iteration 16Q: 3 clusters Score -2141432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2141475.000000 Penalty: 4863.522461
	Iteration 17Q: 3 clusters Score -2141475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2141509.500000 Penalty: 4863.522461
	Iteration 18Q: 3 clusters Score -2141510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2141532.750000 Penalty: 4863.522461
	Iteration 19Q: 3 clusters Score -2141533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2141545.250000 Penalty: 4863.522461
	Iteration 20F: 3 clusters Score -2141545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2141555.250000 Penalty: 4863.522461
	Iteration 21Q: 3 clusters Score -2141555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2141558.000000 Penalty: 4863.522461
	Iteration 22Q: 3 clusters Score -2141558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2141559.750000 Penalty: 4863.522461
	Iteration 23Q: 3 clusters Score -2141560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2141561.750000 Penalty: 4863.522461
	Iteration 24Q: 3 clusters Score -2141562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2141563.500000 Penalty: 4863.522461
	Iteration 25Q: 3 clusters Score -2141564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2141564.000000 Penalty: 4863.522461
	Iteration 26Q: 3 clusters Score -2141564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2141564.000000 Penalty: 4863.522461
	Iteration 27F: 3 clusters Score -2141564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Entering Unmasked Estep 
Score: -1794406.000000 Penalty: 2387.775879
	Iteration 0F: 2 clusters Score -1794406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1783469.250000 Penalty: 4775.551758
	Iteration 0F: 3 clusters Score -1783469 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1786976.125000 Penalty: 4775.551758
	Iteration 1F: 3 clusters Score -1786976 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1787357.875000 Penalty: 4775.551758
	Iteration 2F: 3 clusters Score -1787358 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1787690.500000 Penalty: 4775.551758
	Iteration 3Q: 3 clusters Score -1787690 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1788047.625000 Penalty: 4775.551758
	Iteration 4Q: 3 clusters Score -1788048 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1788444.375000 Penalty: 4775.551758
	Iteration 5Q: 3 clusters Score -1788444 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1788953.250000 Penalty: 4775.551758
	Iteration 6F: 3 clusters Score -1788953 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1789594.250000 Penalty: 4775.551758
	Iteration 7F: 3 clusters Score -1789594 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1790300.375000 Penalty: 4775.551758
	Iteration 8F: 3 clusters Score -1790300 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1790914.625000 Penalty: 4775.551758
	Iteration 9F: 3 clusters Score -1790915 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1791466.125000 Penalty: 4775.551758
	Iteration 10Q: 3 clusters Score -1791466 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1791821.000000 Penalty: 4775.551758
	Iteration 11Q: 3 clusters Score -1791821 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1792028.125000 Penalty: 4775.551758
	Iteration 12Q: 3 clusters Score -1792028 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1792141.125000 Penalty: 4775.551758
	Iteration 13Q: 3 clusters Score -1792141 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1792222.500000 Penalty: 4775.551758
	Iteration 14Q: 3 clusters Score -1792222 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1792271.125000 Penalty: 4775.551758
	Iteration 15Q: 3 clusters Score -1792271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1792317.000000 Penalty: 4775.551758
	Iteration 16Q: 3 clusters Score -1792317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1792358.500000 Penalty: 4775.551758
	Iteration 17Q: 3 clusters Score -1792358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1792380.875000 Penalty: 4775.551758
	Iteration 18Q: 3 clusters Score -1792381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1792395.625000 Penalty: 4775.551758
	Iteration 19Q: 3 clusters Score -1792396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1792413.625000 Penalty: 4775.551758
	Iteration 20F: 3 clusters Score -1792414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1792435.875000 Penalty: 4775.551758
	Iteration 21Q: 3 clusters Score -1792436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1792456.250000 Penalty: 4775.551758
	Iteration 22Q: 3 clusters Score -1792456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1792465.625000 Penalty: 4775.551758
	Iteration 23Q: 3 clusters Score -1792466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1792470.000000 Penalty: 4775.551758
	Iteration 24Q: 3 clusters Score -1792470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1792478.125000 Penalty: 4775.551758
	Iteration 25Q: 3 clusters Score -1792478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1792480.750000 Penalty: 4775.551758
	Iteration 26Q: 3 clusters Score -1792481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1792482.000000 Penalty: 4775.551758
	Iteration 27Q: 3 clusters Score -1792482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1792484.750000 Penalty: 4775.551758
	Iteration 28Q: 3 clusters Score -1792485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1792495.250000 Penalty: 4775.551758
	Iteration 29Q: 3 clusters Score -1792495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1792496.000000 Penalty: 4775.551758
	Iteration 30Q: 3 clusters Score -1792496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1792499.375000 Penalty: 4775.551758
	Iteration 31Q: 3 clusters Score -1792499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1792503.000000 Penalty: 4775.551758
	Iteration 32Q: 3 clusters Score -1792503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1792506.250000 Penalty: 4775.551758
	Iteration 33Q: 3 clusters Score -1792506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1792508.250000 Penalty: 4775.551758
	Iteration 34Q: 3 clusters Score -1792508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1792510.750000 Penalty: 4775.551758
	Iteration 35Q: 3 clusters Score -1792511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1792511.250000 Penalty: 4775.551758
	Iteration 36Q: 3 clusters Score -1792511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1792515.125000 Penalty: 4775.551758
	Iteration 37Q: 3 clusters Score -1792515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1792517.250000 Penalty: 4775.551758
	Iteration 38Q: 3 clusters Score -1792517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1792516.625000 Penalty: 4775.551758
	Iteration 39Q: 3 clusters Score -1792517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1792516.000000 Penalty: 4775.551758
	Iteration 40F: 3 clusters Score -1792516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1792517.500000 Penalty: 4775.551758
	Iteration 41Q: 3 clusters Score -1792518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1792517.500000 Penalty: 4775.551758
	Iteration 42F: 3 clusters Score -1792518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (184401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184401 members 
Entering Unmasked Estep 
Score: -21546946.000000 Penalty: 3006.967285
	Iteration 0F: 2 clusters Score -2.154695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -21427776.000000 Penalty: 6013.934570
	Iteration 0F: 3 clusters Score -2.142778e+07 nChanged 88639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -21479736.000000 Penalty: 6013.934570
	Iteration 1F: 3 clusters Score -2.147974e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95317 members 
Mstep: Class 2 contains 89084 members 
Entering Unmasked Estep 
Score: -21480754.000000 Penalty: 6013.934570
	Iteration 2Q: 3 clusters Score -2.148075e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -21481832.000000 Penalty: 6013.934570
	Iteration 3Q: 3 clusters Score -2.148183e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -21483404.000000 Penalty: 6013.934570
	Iteration 4Q: 3 clusters Score -2.14834e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -21486028.000000 Penalty: 6013.934570
	Iteration 5Q: 3 clusters Score -2.148603e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108249 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -21490186.000000 Penalty: 6013.934570
	Iteration 6Q: 3 clusters Score -2.149019e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115044 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -21496064.000000 Penalty: 6013.934570
	Iteration 7Q: 3 clusters Score -2.149606e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123232 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -21504136.000000 Penalty: 6013.934570
	Iteration 8F: 3 clusters Score -2.150414e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131722 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -21512824.000000 Penalty: 6013.934570
	Iteration 9F: 3 clusters Score -2.151282e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139467 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -21520696.000000 Penalty: 6013.934570
	Iteration 10F: 3 clusters Score -2.15207e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145879 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -21526956.000000 Penalty: 6013.934570
	Iteration 11Q: 3 clusters Score -2.152696e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150932 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -21530872.000000 Penalty: 6013.934570
	Iteration 12Q: 3 clusters Score -2.153087e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155243 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -21533244.000000 Penalty: 6013.934570
	Iteration 13Q: 3 clusters Score -2.153324e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159107 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -21534882.000000 Penalty: 6013.934570
	Iteration 14Q: 3 clusters Score -2.153488e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162648 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -21536500.000000 Penalty: 6013.934570
	Iteration 15Q: 3 clusters Score -2.15365e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165829 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -21537738.000000 Penalty: 6013.934570
	Iteration 16Q: 3 clusters Score -2.153774e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168743 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -21538854.000000 Penalty: 6013.934570
	Iteration 17Q: 3 clusters Score -2.153885e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171334 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -21539842.000000 Penalty: 6013.934570
	Iteration 18Q: 3 clusters Score -2.153984e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173597 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -21540600.000000 Penalty: 6013.934570
	Iteration 19Q: 3 clusters Score -2.15406e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175550 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -21541286.000000 Penalty: 6013.934570
	Iteration 20F: 3 clusters Score -2.154129e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177256 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -21541794.000000 Penalty: 6013.934570
	Iteration 21Q: 3 clusters Score -2.154179e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178693 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -21542334.000000 Penalty: 6013.934570
	Iteration 22Q: 3 clusters Score -2.154233e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179800 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -21542822.000000 Penalty: 6013.934570
	Iteration 23Q: 3 clusters Score -2.154282e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180658 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -21543174.000000 Penalty: 6013.934570
	Iteration 24Q: 3 clusters Score -2.154317e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181333 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -21543386.000000 Penalty: 6013.934570
	Iteration 25Q: 3 clusters Score -2.154339e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181844 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -21543668.000000 Penalty: 6013.934570
	Iteration 26Q: 3 clusters Score -2.154367e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182239 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -21543824.000000 Penalty: 6013.934570
	Iteration 27Q: 3 clusters Score -2.154382e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182515 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -21543962.000000 Penalty: 6013.934570
	Iteration 28Q: 3 clusters Score -2.154396e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182760 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -21544034.000000 Penalty: 6013.934570
	Iteration 29Q: 3 clusters Score -2.154403e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -21544074.000000 Penalty: 6013.934570
	Iteration 30Q: 3 clusters Score -2.154407e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183091 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -21544174.000000 Penalty: 6013.934570
	Iteration 31Q: 3 clusters Score -2.154417e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183204 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -21544204.000000 Penalty: 6013.934570
	Iteration 32Q: 3 clusters Score -2.15442e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183277 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -21544268.000000 Penalty: 6013.934570
	Iteration 33Q: 3 clusters Score -2.154427e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183327 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21544276.000000 Penalty: 6013.934570
	Iteration 34Q: 3 clusters Score -2.154428e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183374 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -21544308.000000 Penalty: 6013.934570
	Iteration 35Q: 3 clusters Score -2.154431e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183407 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -21544316.000000 Penalty: 6013.934570
	Iteration 36Q: 3 clusters Score -2.154432e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183437 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -21544346.000000 Penalty: 6013.934570
	Iteration 37Q: 3 clusters Score -2.154435e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183462 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -21544354.000000 Penalty: 6013.934570
	Iteration 38Q: 3 clusters Score -2.154435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183476 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -21544360.000000 Penalty: 6013.934570
	Iteration 39Q: 3 clusters Score -2.154436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183488 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -21544350.000000 Penalty: 6013.934570
	Iteration 40F: 3 clusters Score -2.154435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183500 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -21544360.000000 Penalty: 6013.934570
	Iteration 41Q: 3 clusters Score -2.154436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183513 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -21544380.000000 Penalty: 6013.934570
	Iteration 42Q: 3 clusters Score -2.154438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183525 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -21544370.000000 Penalty: 6013.934570
	Iteration 43Q: 3 clusters Score -2.154437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183531 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -21544388.000000 Penalty: 6013.934570
	Iteration 44Q: 3 clusters Score -2.154439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183537 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -21544390.000000 Penalty: 6013.934570
	Iteration 45Q: 3 clusters Score -2.154439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183546 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -21544402.000000 Penalty: 6013.934570
	Iteration 46Q: 3 clusters Score -2.15444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183554 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -21544412.000000 Penalty: 6013.934570
	Iteration 47Q: 3 clusters Score -2.154441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183557 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -21544402.000000 Penalty: 6013.934570
	Iteration 48Q: 3 clusters Score -2.15444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183561 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -21544408.000000 Penalty: 6013.934570
	Iteration 49Q: 3 clusters Score -2.154441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183562 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -21544404.000000 Penalty: 6013.934570
	Iteration 50Q: 3 clusters Score -2.15444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183563 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -21544408.000000 Penalty: 6013.934570
	Iteration 51Q: 3 clusters Score -2.154441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183564 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -21544416.000000 Penalty: 6013.934570
	Iteration 52Q: 3 clusters Score -2.154442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183564 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -21544416.000000 Penalty: 6013.934570
	Iteration 53F: 3 clusters Score -2.154442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (267383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267383 members 
Entering Unmasked Estep 
Score: -30955124.000000 Penalty: 3099.116455
	Iteration 0F: 2 clusters Score -3.095512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133937 members 
Mstep: Class 2 contains 133446 members 
Entering Unmasked Estep 
Score: -30790574.000000 Penalty: 6198.232910
	Iteration 0F: 3 clusters Score -3.079057e+07 nChanged 128680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138983 members 
Mstep: Class 2 contains 128400 members 
Entering Unmasked Estep 
Score: -30865532.000000 Penalty: 6198.232910
	Iteration 1F: 3 clusters Score -3.086553e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142384 members 
Mstep: Class 2 contains 124999 members 
Entering Unmasked Estep 
Score: -30866906.000000 Penalty: 6198.232910
	Iteration 2Q: 3 clusters Score -3.086691e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147504 members 
Mstep: Class 2 contains 119879 members 
Entering Unmasked Estep 
Score: -30868534.000000 Penalty: 6198.232910
	Iteration 3Q: 3 clusters Score -3.086853e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155028 members 
Mstep: Class 2 contains 112355 members 
Entering Unmasked Estep 
Score: -30871248.000000 Penalty: 6198.232910
	Iteration 4Q: 3 clusters Score -3.087125e+07 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166025 members 
Mstep: Class 2 contains 101358 members 
Entering Unmasked Estep 
Score: -30876538.000000 Penalty: 6198.232910
	Iteration 5Q: 3 clusters Score -3.087654e+07 nChanged 16087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181412 members 
Mstep: Class 2 contains 85971 members 
Entering Unmasked Estep 
Score: -30885990.000000 Penalty: 6198.232910
	Iteration 6F: 3 clusters Score -3.088599e+07 nChanged 20567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201709 members 
Mstep: Class 2 contains 65674 members 
Entering Unmasked Estep 
Score: -30900278.000000 Penalty: 6198.232910
	Iteration 7F: 3 clusters Score -3.090028e+07 nChanged 22260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223813 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -30917698.000000 Penalty: 6198.232910
	Iteration 8F: 3 clusters Score -3.09177e+07 nChanged 18346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242023 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -30932006.000000 Penalty: 6198.232910
	Iteration 9F: 3 clusters Score -3.093201e+07 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253199 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -30941356.000000 Penalty: 6198.232910
	Iteration 10Q: 3 clusters Score -3.094136e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259228 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -30946212.000000 Penalty: 6198.232910
	Iteration 11Q: 3 clusters Score -3.094621e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262402 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -30949050.000000 Penalty: 6198.232910
	Iteration 12Q: 3 clusters Score -3.094905e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264062 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -30950444.000000 Penalty: 6198.232910
	Iteration 13Q: 3 clusters Score -3.095044e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264968 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -30951286.000000 Penalty: 6198.232910
	Iteration 14Q: 3 clusters Score -3.095129e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265505 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -30951824.000000 Penalty: 6198.232910
	Iteration 15Q: 3 clusters Score -3.095182e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265779 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -30952042.000000 Penalty: 6198.232910
	Iteration 16Q: 3 clusters Score -3.095204e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265947 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -30952194.000000 Penalty: 6198.232910
	Iteration 17Q: 3 clusters Score -3.095219e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266062 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -30952266.000000 Penalty: 6198.232910
	Iteration 18Q: 3 clusters Score -3.095227e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266144 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -30952322.000000 Penalty: 6198.232910
	Iteration 19Q: 3 clusters Score -3.095232e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266202 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -30952378.000000 Penalty: 6198.232910
	Iteration 20F: 3 clusters Score -3.095238e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266249 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -30952424.000000 Penalty: 6198.232910
	Iteration 21Q: 3 clusters Score -3.095242e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266281 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -30952416.000000 Penalty: 6198.232910
	Iteration 22Q: 3 clusters Score -3.095242e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266308 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -30952448.000000 Penalty: 6198.232910
	Iteration 23Q: 3 clusters Score -3.095245e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266328 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -30952506.000000 Penalty: 6198.232910
	Iteration 24Q: 3 clusters Score -3.095251e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266358 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -30952534.000000 Penalty: 6198.232910
	Iteration 25Q: 3 clusters Score -3.095253e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266387 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -30952566.000000 Penalty: 6198.232910
	Iteration 26Q: 3 clusters Score -3.095257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266401 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -30952582.000000 Penalty: 6198.232910
	Iteration 27Q: 3 clusters Score -3.095258e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266415 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -30952620.000000 Penalty: 6198.232910
	Iteration 28Q: 3 clusters Score -3.095262e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266430 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -30952642.000000 Penalty: 6198.232910
	Iteration 29Q: 3 clusters Score -3.095264e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266440 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -30952642.000000 Penalty: 6198.232910
	Iteration 30Q: 3 clusters Score -3.095264e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266446 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -30952656.000000 Penalty: 6198.232910
	Iteration 31Q: 3 clusters Score -3.095266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266451 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -30952684.000000 Penalty: 6198.232910
	Iteration 32Q: 3 clusters Score -3.095268e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266453 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -30952686.000000 Penalty: 6198.232910
	Iteration 33Q: 3 clusters Score -3.095269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266453 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -30952680.000000 Penalty: 6198.232910
	Iteration 34Q: 3 clusters Score -3.095268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266453 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -30952688.000000 Penalty: 6198.232910
	Iteration 35Q: 3 clusters Score -3.095269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266456 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -30952688.000000 Penalty: 6198.232910
	Iteration 36Q: 3 clusters Score -3.095269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266452 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -30952672.000000 Penalty: 6198.232910
	Iteration 37Q: 3 clusters Score -3.095267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266447 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -30952692.000000 Penalty: 6198.232910
	Iteration 38Q: 3 clusters Score -3.095269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266443 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -30952704.000000 Penalty: 6198.232910
	Iteration 39Q: 3 clusters Score -3.09527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266442 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -30952726.000000 Penalty: 6198.232910
	Iteration 40F: 3 clusters Score -3.095273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266444 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -30952722.000000 Penalty: 6198.232910
	Iteration 41Q: 3 clusters Score -3.095272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266438 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -30952716.000000 Penalty: 6198.232910
	Iteration 42Q: 3 clusters Score -3.095272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266436 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -30952710.000000 Penalty: 6198.232910
	Iteration 43Q: 3 clusters Score -3.095271e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266438 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -30952746.000000 Penalty: 6198.232910
	Iteration 44Q: 3 clusters Score -3.095275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266444 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -30952756.000000 Penalty: 6198.232910
	Iteration 45Q: 3 clusters Score -3.095276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266444 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -30952768.000000 Penalty: 6198.232910
	Iteration 46Q: 3 clusters Score -3.095277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266438 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -30952752.000000 Penalty: 6198.232910
	Iteration 47Q: 3 clusters Score -3.095275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266436 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -30952744.000000 Penalty: 6198.232910
	Iteration 48Q: 3 clusters Score -3.095274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266432 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -30952750.000000 Penalty: 6198.232910
	Iteration 49Q: 3 clusters Score -3.095275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266428 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -30952760.000000 Penalty: 6198.232910
	Iteration 50Q: 3 clusters Score -3.095276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266425 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -30952754.000000 Penalty: 6198.232910
	Iteration 51Q: 3 clusters Score -3.095275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266431 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -30952772.000000 Penalty: 6198.232910
	Iteration 52Q: 3 clusters Score -3.095277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266431 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -30952784.000000 Penalty: 6198.232910
	Iteration 53Q: 3 clusters Score -3.095278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266428 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -30952774.000000 Penalty: 6198.232910
	Iteration 54Q: 3 clusters Score -3.095277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266418 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -30952794.000000 Penalty: 6198.232910
	Iteration 55Q: 3 clusters Score -3.095279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266411 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -30952800.000000 Penalty: 6198.232910
	Iteration 56Q: 3 clusters Score -3.09528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266405 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -30952810.000000 Penalty: 6198.232910
	Iteration 57Q: 3 clusters Score -3.095281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266402 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -30952818.000000 Penalty: 6198.232910
	Iteration 58Q: 3 clusters Score -3.095282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266398 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -30952822.000000 Penalty: 6198.232910
	Iteration 59Q: 3 clusters Score -3.095282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266395 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -30952806.000000 Penalty: 6198.232910
	Iteration 60F: 3 clusters Score -3.095281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266386 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -30952830.000000 Penalty: 6198.232910
	Iteration 61Q: 3 clusters Score -3.095283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266380 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -30952826.000000 Penalty: 6198.232910
	Iteration 62Q: 3 clusters Score -3.095283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266373 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -30952840.000000 Penalty: 6198.232910
	Iteration 63Q: 3 clusters Score -3.095284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266367 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -30952866.000000 Penalty: 6198.232910
	Iteration 64Q: 3 clusters Score -3.095287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266360 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -30952878.000000 Penalty: 6198.232910
	Iteration 65Q: 3 clusters Score -3.095288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266353 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -30952858.000000 Penalty: 6198.232910
	Iteration 66Q: 3 clusters Score -3.095286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266350 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -30952856.000000 Penalty: 6198.232910
	Iteration 67Q: 3 clusters Score -3.095286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266348 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -30952876.000000 Penalty: 6198.232910
	Iteration 68Q: 3 clusters Score -3.095288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266342 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -30952864.000000 Penalty: 6198.232910
	Iteration 69Q: 3 clusters Score -3.095286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266338 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -30952862.000000 Penalty: 6198.232910
	Iteration 70Q: 3 clusters Score -3.095286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266337 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -30952848.000000 Penalty: 6198.232910
	Iteration 71Q: 3 clusters Score -3.095285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266337 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -30952848.000000 Penalty: 6198.232910
	Iteration 72F: 3 clusters Score -3.095285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Entering Unmasked Estep 
Score: -1385708.875000 Penalty: 2327.929199
	Iteration 0F: 2 clusters Score -1385709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1376864.750000 Penalty: 4655.858398
	Iteration 0F: 3 clusters Score -1376865 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1379587.750000 Penalty: 4655.858398
	Iteration 1F: 3 clusters Score -1379588 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1379861.375000 Penalty: 4655.858398
	Iteration 2F: 3 clusters Score -1379861 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1380070.000000 Penalty: 4655.858398
	Iteration 3Q: 3 clusters Score -1380070 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1380235.875000 Penalty: 4655.858398
	Iteration 4Q: 3 clusters Score -1380236 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1380379.625000 Penalty: 4655.858398
	Iteration 5Q: 3 clusters Score -1380380 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1380526.750000 Penalty: 4655.858398
	Iteration 6Q: 3 clusters Score -1380527 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1380690.250000 Penalty: 4655.858398
	Iteration 7Q: 3 clusters Score -1380690 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1380886.375000 Penalty: 4655.858398
	Iteration 8Q: 3 clusters Score -1380886 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1381148.125000 Penalty: 4655.858398
	Iteration 9Q: 3 clusters Score -1381148 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1381491.875000 Penalty: 4655.858398
	Iteration 10Q: 3 clusters Score -1381492 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1381924.000000 Penalty: 4655.858398
	Iteration 11Q: 3 clusters Score -1381924 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1382390.250000 Penalty: 4655.858398
	Iteration 12Q: 3 clusters Score -1382390 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1382790.375000 Penalty: 4655.858398
	Iteration 13Q: 3 clusters Score -1382790 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1383129.625000 Penalty: 4655.858398
	Iteration 14Q: 3 clusters Score -1383130 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1383340.750000 Penalty: 4655.858398
	Iteration 15Q: 3 clusters Score -1383341 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1383461.000000 Penalty: 4655.858398
	Iteration 16Q: 3 clusters Score -1383461 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1383532.750000 Penalty: 4655.858398
	Iteration 17Q: 3 clusters Score -1383533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1383565.625000 Penalty: 4655.858398
	Iteration 18Q: 3 clusters Score -1383566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1383588.000000 Penalty: 4655.858398
	Iteration 19Q: 3 clusters Score -1383588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1383608.125000 Penalty: 4655.858398
	Iteration 20F: 3 clusters Score -1383608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1383620.250000 Penalty: 4655.858398
	Iteration 21Q: 3 clusters Score -1383620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1383625.625000 Penalty: 4655.858398
	Iteration 22Q: 3 clusters Score -1383626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1383630.500000 Penalty: 4655.858398
	Iteration 23Q: 3 clusters Score -1383630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1383636.000000 Penalty: 4655.858398
	Iteration 24Q: 3 clusters Score -1383636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1383638.250000 Penalty: 4655.858398
	Iteration 25Q: 3 clusters Score -1383638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1383644.000000 Penalty: 4655.858398
	Iteration 26Q: 3 clusters Score -1383644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1383647.375000 Penalty: 4655.858398
	Iteration 27Q: 3 clusters Score -1383647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1383650.250000 Penalty: 4655.858398
	Iteration 28Q: 3 clusters Score -1383650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1383653.250000 Penalty: 4655.858398
	Iteration 29Q: 3 clusters Score -1383653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1383653.250000 Penalty: 4655.858398
	Iteration 30F: 3 clusters Score -1383653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Entering Unmasked Estep 
Score: -1073585.750000 Penalty: 2260.557373
	Iteration 0F: 2 clusters Score -1073586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1066511.375000 Penalty: 4521.114746
	Iteration 0F: 3 clusters Score -1066511 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1068520.000000 Penalty: 4521.114746
	Iteration 1F: 3 clusters Score -1068520 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1068834.625000 Penalty: 4521.114746
	Iteration 2F: 3 clusters Score -1068835 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1069106.750000 Penalty: 4521.114746
	Iteration 3F: 3 clusters Score -1069107 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1069363.375000 Penalty: 4521.114746
	Iteration 4Q: 3 clusters Score -1069363 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1069628.000000 Penalty: 4521.114746
	Iteration 5Q: 3 clusters Score -1069628 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1069935.875000 Penalty: 4521.114746
	Iteration 6Q: 3 clusters Score -1069936 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1070270.125000 Penalty: 4521.114746
	Iteration 7F: 3 clusters Score -1070270 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1070589.500000 Penalty: 4521.114746
	Iteration 8Q: 3 clusters Score -1070590 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1070912.000000 Penalty: 4521.114746
	Iteration 9Q: 3 clusters Score -1070912 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1071187.000000 Penalty: 4521.114746
	Iteration 10Q: 3 clusters Score -1071187 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1071413.125000 Penalty: 4521.114746
	Iteration 11Q: 3 clusters Score -1071413 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1071541.000000 Penalty: 4521.114746
	Iteration 12Q: 3 clusters Score -1071541 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1071600.250000 Penalty: 4521.114746
	Iteration 13Q: 3 clusters Score -1071600 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1071634.500000 Penalty: 4521.114746
	Iteration 14Q: 3 clusters Score -1071634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1071652.750000 Penalty: 4521.114746
	Iteration 15Q: 3 clusters Score -1071653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1071664.375000 Penalty: 4521.114746
	Iteration 16Q: 3 clusters Score -1071664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1071670.875000 Penalty: 4521.114746
	Iteration 17Q: 3 clusters Score -1071671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1071678.625000 Penalty: 4521.114746
	Iteration 18Q: 3 clusters Score -1071679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1071681.875000 Penalty: 4521.114746
	Iteration 19Q: 3 clusters Score -1071682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1071687.125000 Penalty: 4521.114746
	Iteration 20F: 3 clusters Score -1071687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1071687.625000 Penalty: 4521.114746
	Iteration 21Q: 3 clusters Score -1071688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1071688.250000 Penalty: 4521.114746
	Iteration 22Q: 3 clusters Score -1071688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1071691.875000 Penalty: 4521.114746
	Iteration 23Q: 3 clusters Score -1071692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1071693.125000 Penalty: 4521.114746
	Iteration 24Q: 3 clusters Score -1071693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1071698.375000 Penalty: 4521.114746
	Iteration 25Q: 3 clusters Score -1071698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1071700.625000 Penalty: 4521.114746
	Iteration 26Q: 3 clusters Score -1071701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1071704.250000 Penalty: 4521.114746
	Iteration 27Q: 3 clusters Score -1071704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1071706.000000 Penalty: 4521.114746
	Iteration 28Q: 3 clusters Score -1071706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1071709.250000 Penalty: 4521.114746
	Iteration 29Q: 3 clusters Score -1071709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1071710.125000 Penalty: 4521.114746
	Iteration 30Q: 3 clusters Score -1071710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1071714.500000 Penalty: 4521.114746
	Iteration 31Q: 3 clusters Score -1071714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1071714.500000 Penalty: 4521.114746
	Iteration 32Q: 3 clusters Score -1071714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1071717.125000 Penalty: 4521.114746
	Iteration 33Q: 3 clusters Score -1071717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1071716.000000 Penalty: 4521.114746
	Iteration 34Q: 3 clusters Score -1071716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1071715.875000 Penalty: 4521.114746
	Iteration 35Q: 3 clusters Score -1071716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1071715.875000 Penalty: 4521.114746
	Iteration 36F: 3 clusters Score -1071716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -131830.343750 Penalty: 1775.311523
	Iteration 0F: 2 clusters Score -131830.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -129859.179688 Penalty: 3550.623047
	Iteration 0F: 3 clusters Score -129859.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -130614.867188 Penalty: 3550.623047
	Iteration 1F: 3 clusters Score -130614.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -130947.851562 Penalty: 3550.623047
	Iteration 2F: 3 clusters Score -130947.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -131177.171875 Penalty: 3550.623047
	Iteration 3F: 3 clusters Score -131177.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -131291.796875 Penalty: 3550.623047
	Iteration 4F: 3 clusters Score -131291.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -131372.671875 Penalty: 3550.623047
	Iteration 5Q: 3 clusters Score -131372.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -131422.812500 Penalty: 3550.623047
	Iteration 6Q: 3 clusters Score -131422.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -131445.562500 Penalty: 3550.623047
	Iteration 7Q: 3 clusters Score -131445.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -131457.640625 Penalty: 3550.623047
	Iteration 8Q: 3 clusters Score -131457.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -131488.593750 Penalty: 3550.623047
	Iteration 9Q: 3 clusters Score -131488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -131527.531250 Penalty: 3550.623047
	Iteration 10Q: 3 clusters Score -131527.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -131538.859375 Penalty: 3550.623047
	Iteration 11Q: 3 clusters Score -131538.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -131543.390625 Penalty: 3550.623047
	Iteration 12Q: 3 clusters Score -131543.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -131550.328125 Penalty: 3550.623047
	Iteration 13Q: 3 clusters Score -131550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -131552.500000 Penalty: 3550.623047
	Iteration 14Q: 3 clusters Score -131552.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -131553.593750 Penalty: 3550.623047
	Iteration 15F: 3 clusters Score -131553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -131566.453125 Penalty: 3550.623047
	Iteration 16Q: 3 clusters Score -131566.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -131578.062500 Penalty: 3550.623047
	Iteration 17Q: 3 clusters Score -131578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -131579.578125 Penalty: 3550.623047
	Iteration 18Q: 3 clusters Score -131579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -131580.718750 Penalty: 3550.623047
	Iteration 19Q: 3 clusters Score -131580.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -131580.718750 Penalty: 3550.623047
	Iteration 20F: 3 clusters Score -131580.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Entering Unmasked Estep 
Score: -3954441.250000 Penalty: 2594.977051
	Iteration 0F: 2 clusters Score -3954441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3930744.000000 Penalty: 5189.954102
	Iteration 0F: 3 clusters Score -3930744 nChanged 15901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -3940028.500000 Penalty: 5189.954102
	Iteration 1F: 3 clusters Score -3940028 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3941213.750000 Penalty: 5189.954102
	Iteration 2F: 3 clusters Score -3941214 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3942417.750000 Penalty: 5189.954102
	Iteration 3F: 3 clusters Score -3942418 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3943697.500000 Penalty: 5189.954102
	Iteration 4F: 3 clusters Score -3943698 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3944957.500000 Penalty: 5189.954102
	Iteration 5F: 3 clusters Score -3944958 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3946166.750000 Penalty: 5189.954102
	Iteration 6F: 3 clusters Score -3946167 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3947233.250000 Penalty: 5189.954102
	Iteration 7F: 3 clusters Score -3947233 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3948045.000000 Penalty: 5189.954102
	Iteration 8Q: 3 clusters Score -3948045 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3948606.000000 Penalty: 5189.954102
	Iteration 9Q: 3 clusters Score -3948606 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3949046.500000 Penalty: 5189.954102
	Iteration 10Q: 3 clusters Score -3949046 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -3949434.000000 Penalty: 5189.954102
	Iteration 11Q: 3 clusters Score -3949434 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -3949811.250000 Penalty: 5189.954102
	Iteration 12Q: 3 clusters Score -3949811 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3950183.000000 Penalty: 5189.954102
	Iteration 13Q: 3 clusters Score -3950183 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3950595.750000 Penalty: 5189.954102
	Iteration 14Q: 3 clusters Score -3950596 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -3951083.500000 Penalty: 5189.954102
	Iteration 15Q: 3 clusters Score -3951084 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -3951583.750000 Penalty: 5189.954102
	Iteration 16Q: 3 clusters Score -3951584 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -3952164.000000 Penalty: 5189.954102
	Iteration 17Q: 3 clusters Score -3952164 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -3952699.000000 Penalty: 5189.954102
	Iteration 18Q: 3 clusters Score -3952699 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -3953099.000000 Penalty: 5189.954102
	Iteration 19Q: 3 clusters Score -3953099 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -3953519.000000 Penalty: 5189.954102
	Iteration 20F: 3 clusters Score -3953519 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -3953820.000000 Penalty: 5189.954102
	Iteration 21Q: 3 clusters Score -3953820 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -3953880.750000 Penalty: 5189.954102
	Iteration 22Q: 3 clusters Score -3953881 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -3953903.500000 Penalty: 5189.954102
	Iteration 23Q: 3 clusters Score -3953904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -3953912.000000 Penalty: 5189.954102
	Iteration 24Q: 3 clusters Score -3953912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -3953915.750000 Penalty: 5189.954102
	Iteration 25Q: 3 clusters Score -3953916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -3953921.250000 Penalty: 5189.954102
	Iteration 26Q: 3 clusters Score -3953921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -3953932.750000 Penalty: 5189.954102
	Iteration 27Q: 3 clusters Score -3953933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -3953935.250000 Penalty: 5189.954102
	Iteration 28Q: 3 clusters Score -3953935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -3953941.250000 Penalty: 5189.954102
	Iteration 29Q: 3 clusters Score -3953941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -3953934.250000 Penalty: 5189.954102
	Iteration 30Q: 3 clusters Score -3953934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -3953933.500000 Penalty: 5189.954102
	Iteration 31Q: 3 clusters Score -3953934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -3953933.000000 Penalty: 5189.954102
	Iteration 32Q: 3 clusters Score -3953933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -3953933.000000 Penalty: 5189.954102
	Iteration 33Q: 3 clusters Score -3953933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -3953935.000000 Penalty: 5189.954102
	Iteration 34Q: 3 clusters Score -3953935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -3953933.500000 Penalty: 5189.954102
	Iteration 35Q: 3 clusters Score -3953934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -3953938.500000 Penalty: 5189.954102
	Iteration 36Q: 3 clusters Score -3953938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -3953938.500000 Penalty: 5189.954102
	Iteration 37F: 3 clusters Score -3953938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Entering Unmasked Estep 
Score: -2724244.000000 Penalty: 2491.930664
	Iteration 0F: 2 clusters Score -2724244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2708162.000000 Penalty: 4983.861328
	Iteration 0F: 3 clusters Score -2708162 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2713612.750000 Penalty: 4983.861328
	Iteration 1F: 3 clusters Score -2713613 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2713984.500000 Penalty: 4983.861328
	Iteration 2Q: 3 clusters Score -2713984 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2714277.500000 Penalty: 4983.861328
	Iteration 3Q: 3 clusters Score -2714278 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2714533.250000 Penalty: 4983.861328
	Iteration 4Q: 3 clusters Score -2714533 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2714825.000000 Penalty: 4983.861328
	Iteration 5Q: 3 clusters Score -2714825 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2715205.250000 Penalty: 4983.861328
	Iteration 6Q: 3 clusters Score -2715205 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2715675.500000 Penalty: 4983.861328
	Iteration 7Q: 3 clusters Score -2715676 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2716375.000000 Penalty: 4983.861328
	Iteration 8F: 3 clusters Score -2716375 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2717323.500000 Penalty: 4983.861328
	Iteration 9F: 3 clusters Score -2717324 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2718532.500000 Penalty: 4983.861328
	Iteration 10F: 3 clusters Score -2718532 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2719683.500000 Penalty: 4983.861328
	Iteration 11F: 3 clusters Score -2719684 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2720692.000000 Penalty: 4983.861328
	Iteration 12Q: 3 clusters Score -2720692 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2721274.750000 Penalty: 4983.861328
	Iteration 13Q: 3 clusters Score -2721275 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2721585.750000 Penalty: 4983.861328
	Iteration 14Q: 3 clusters Score -2721586 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2721778.500000 Penalty: 4983.861328
	Iteration 15Q: 3 clusters Score -2721778 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2721870.750000 Penalty: 4983.861328
	Iteration 16Q: 3 clusters Score -2721871 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2721956.750000 Penalty: 4983.861328
	Iteration 17Q: 3 clusters Score -2721957 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2722022.000000 Penalty: 4983.861328
	Iteration 18Q: 3 clusters Score -2722022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2722049.750000 Penalty: 4983.861328
	Iteration 19Q: 3 clusters Score -2722050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2722066.750000 Penalty: 4983.861328
	Iteration 20F: 3 clusters Score -2722067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2722090.250000 Penalty: 4983.861328
	Iteration 21Q: 3 clusters Score -2722090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2722105.000000 Penalty: 4983.861328
	Iteration 22Q: 3 clusters Score -2722105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2722112.750000 Penalty: 4983.861328
	Iteration 23Q: 3 clusters Score -2722113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2722121.750000 Penalty: 4983.861328
	Iteration 24Q: 3 clusters Score -2722122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2722128.500000 Penalty: 4983.861328
	Iteration 25Q: 3 clusters Score -2722128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2722136.500000 Penalty: 4983.861328
	Iteration 26Q: 3 clusters Score -2722136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2722143.500000 Penalty: 4983.861328
	Iteration 27Q: 3 clusters Score -2722144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2722143.000000 Penalty: 4983.861328
	Iteration 28Q: 3 clusters Score -2722143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2722149.250000 Penalty: 4983.861328
	Iteration 29Q: 3 clusters Score -2722149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2722149.250000 Penalty: 4983.861328
	Iteration 30Q: 3 clusters Score -2722149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2722153.500000 Penalty: 4983.861328
	Iteration 31Q: 3 clusters Score -2722154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2722152.500000 Penalty: 4983.861328
	Iteration 32Q: 3 clusters Score -2722152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2722156.250000 Penalty: 4983.861328
	Iteration 33Q: 3 clusters Score -2722156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2722156.250000 Penalty: 4983.861328
	Iteration 34Q: 3 clusters Score -2722156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2722156.250000 Penalty: 4983.861328
	Iteration 35F: 3 clusters Score -2722156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -60333.105469 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -60333.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58796.187500 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -58796.19 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59045.800781 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -59045.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59130.125000 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -59130.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59168.414062 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -59168.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59186.449219 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -59186.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59198.312500 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -59198.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59202.375000 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -59202.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59212.746094 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -59212.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59218.828125 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -59218.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59227.621094 Penalty: 3147.435547
	Iteration 9Q: 3 clusters Score -59227.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59233.546875 Penalty: 3147.435547
	Iteration 10Q: 3 clusters Score -59233.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59235.687500 Penalty: 3147.435547
	Iteration 11Q: 3 clusters Score -59235.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59236.531250 Penalty: 3147.435547
	Iteration 12Q: 3 clusters Score -59236.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59236.531250 Penalty: 3147.435547
	Iteration 13F: 3 clusters Score -59236.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Entering Unmasked Estep 
Score: -2972000.000000 Penalty: 2514.734863
	Iteration 0F: 2 clusters Score -2972000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2954449.000000 Penalty: 5029.469727
	Iteration 0F: 3 clusters Score -2954449 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2960542.250000 Penalty: 5029.469727
	Iteration 1F: 3 clusters Score -2960542 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2961114.250000 Penalty: 5029.469727
	Iteration 2F: 3 clusters Score -2961114 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2961687.250000 Penalty: 5029.469727
	Iteration 3Q: 3 clusters Score -2961687 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2962313.500000 Penalty: 5029.469727
	Iteration 4Q: 3 clusters Score -2962314 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2962920.750000 Penalty: 5029.469727
	Iteration 5Q: 3 clusters Score -2962921 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2963577.750000 Penalty: 5029.469727
	Iteration 6F: 3 clusters Score -2963578 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2964361.250000 Penalty: 5029.469727
	Iteration 7F: 3 clusters Score -2964361 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2965345.250000 Penalty: 5029.469727
	Iteration 8F: 3 clusters Score -2965345 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2966425.000000 Penalty: 5029.469727
	Iteration 9F: 3 clusters Score -2966425 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2967516.000000 Penalty: 5029.469727
	Iteration 10F: 3 clusters Score -2967516 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2968225.750000 Penalty: 5029.469727
	Iteration 11Q: 3 clusters Score -2968226 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2968578.000000 Penalty: 5029.469727
	Iteration 12Q: 3 clusters Score -2968578 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2968774.000000 Penalty: 5029.469727
	Iteration 13Q: 3 clusters Score -2968774 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2968892.500000 Penalty: 5029.469727
	Iteration 14Q: 3 clusters Score -2968892 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2968994.500000 Penalty: 5029.469727
	Iteration 15Q: 3 clusters Score -2968994 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2969075.750000 Penalty: 5029.469727
	Iteration 16Q: 3 clusters Score -2969076 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2969148.250000 Penalty: 5029.469727
	Iteration 17Q: 3 clusters Score -2969148 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2969204.250000 Penalty: 5029.469727
	Iteration 18Q: 3 clusters Score -2969204 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2969271.250000 Penalty: 5029.469727
	Iteration 19Q: 3 clusters Score -2969271 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2969304.250000 Penalty: 5029.469727
	Iteration 20F: 3 clusters Score -2969304 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2969369.750000 Penalty: 5029.469727
	Iteration 21Q: 3 clusters Score -2969370 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2969408.500000 Penalty: 5029.469727
	Iteration 22Q: 3 clusters Score -2969408 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2969448.500000 Penalty: 5029.469727
	Iteration 23Q: 3 clusters Score -2969448 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2969480.750000 Penalty: 5029.469727
	Iteration 24Q: 3 clusters Score -2969481 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2969525.250000 Penalty: 5029.469727
	Iteration 25Q: 3 clusters Score -2969525 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2969557.750000 Penalty: 5029.469727
	Iteration 26Q: 3 clusters Score -2969558 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2969579.500000 Penalty: 5029.469727
	Iteration 27Q: 3 clusters Score -2969580 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2969614.750000 Penalty: 5029.469727
	Iteration 28Q: 3 clusters Score -2969615 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2969635.250000 Penalty: 5029.469727
	Iteration 29Q: 3 clusters Score -2969635 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2969658.250000 Penalty: 5029.469727
	Iteration 30Q: 3 clusters Score -2969658 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2969690.000000 Penalty: 5029.469727
	Iteration 31Q: 3 clusters Score -2969690 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2969719.250000 Penalty: 5029.469727
	Iteration 32Q: 3 clusters Score -2969719 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2969745.250000 Penalty: 5029.469727
	Iteration 33Q: 3 clusters Score -2969745 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2969775.250000 Penalty: 5029.469727
	Iteration 34Q: 3 clusters Score -2969775 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2969805.250000 Penalty: 5029.469727
	Iteration 35Q: 3 clusters Score -2969805 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2969824.000000 Penalty: 5029.469727
	Iteration 36Q: 3 clusters Score -2969824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2969847.750000 Penalty: 5029.469727
	Iteration 37Q: 3 clusters Score -2969848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2969864.750000 Penalty: 5029.469727
	Iteration 38Q: 3 clusters Score -2969865 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2969882.500000 Penalty: 5029.469727
	Iteration 39Q: 3 clusters Score -2969882 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2969911.250000 Penalty: 5029.469727
	Iteration 40F: 3 clusters Score -2969911 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2969935.750000 Penalty: 5029.469727
	Iteration 41Q: 3 clusters Score -2969936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2969960.000000 Penalty: 5029.469727
	Iteration 42Q: 3 clusters Score -2969960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2969981.500000 Penalty: 5029.469727
	Iteration 43Q: 3 clusters Score -2969982 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2969990.750000 Penalty: 5029.469727
	Iteration 44Q: 3 clusters Score -2969991 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2970003.250000 Penalty: 5029.469727
	Iteration 45Q: 3 clusters Score -2970003 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2970012.500000 Penalty: 5029.469727
	Iteration 46Q: 3 clusters Score -2970012 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2970030.250000 Penalty: 5029.469727
	Iteration 47Q: 3 clusters Score -2970030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2970047.750000 Penalty: 5029.469727
	Iteration 48Q: 3 clusters Score -2970048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2970052.750000 Penalty: 5029.469727
	Iteration 49Q: 3 clusters Score -2970053 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2970054.250000 Penalty: 5029.469727
	Iteration 50Q: 3 clusters Score -2970054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2970063.000000 Penalty: 5029.469727
	Iteration 51Q: 3 clusters Score -2970063 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2970073.500000 Penalty: 5029.469727
	Iteration 52Q: 3 clusters Score -2970074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2970081.250000 Penalty: 5029.469727
	Iteration 53Q: 3 clusters Score -2970081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2970087.500000 Penalty: 5029.469727
	Iteration 54Q: 3 clusters Score -2970088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2970099.750000 Penalty: 5029.469727
	Iteration 55Q: 3 clusters Score -2970100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2970102.500000 Penalty: 5029.469727
	Iteration 56Q: 3 clusters Score -2970102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2970099.250000 Penalty: 5029.469727
	Iteration 57Q: 3 clusters Score -2970099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2970103.500000 Penalty: 5029.469727
	Iteration 58Q: 3 clusters Score -2970104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2970116.500000 Penalty: 5029.469727
	Iteration 59Q: 3 clusters Score -2970116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2970119.750000 Penalty: 5029.469727
	Iteration 60F: 3 clusters Score -2970120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -2970122.750000 Penalty: 5029.469727
	Iteration 61Q: 3 clusters Score -2970123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2970130.750000 Penalty: 5029.469727
	Iteration 62Q: 3 clusters Score -2970131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2970129.250000 Penalty: 5029.469727
	Iteration 63Q: 3 clusters Score -2970129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2970147.000000 Penalty: 5029.469727
	Iteration 64Q: 3 clusters Score -2970147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2970150.000000 Penalty: 5029.469727
	Iteration 65Q: 3 clusters Score -2970150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -2970153.250000 Penalty: 5029.469727
	Iteration 66Q: 3 clusters Score -2970153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2970169.750000 Penalty: 5029.469727
	Iteration 67Q: 3 clusters Score -2970170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -2970173.750000 Penalty: 5029.469727
	Iteration 68Q: 3 clusters Score -2970174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2970188.000000 Penalty: 5029.469727
	Iteration 69Q: 3 clusters Score -2970188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2970201.250000 Penalty: 5029.469727
	Iteration 70Q: 3 clusters Score -2970201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2970205.250000 Penalty: 5029.469727
	Iteration 71Q: 3 clusters Score -2970205 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2970226.750000 Penalty: 5029.469727
	Iteration 72Q: 3 clusters Score -2970227 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2970246.000000 Penalty: 5029.469727
	Iteration 73Q: 3 clusters Score -2970246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2970271.250000 Penalty: 5029.469727
	Iteration 74Q: 3 clusters Score -2970271 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -2970284.500000 Penalty: 5029.469727
	Iteration 75Q: 3 clusters Score -2970284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2970311.750000 Penalty: 5029.469727
	Iteration 76Q: 3 clusters Score -2970312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2970323.750000 Penalty: 5029.469727
	Iteration 77Q: 3 clusters Score -2970324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2970338.750000 Penalty: 5029.469727
	Iteration 78Q: 3 clusters Score -2970339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -2970351.500000 Penalty: 5029.469727
	Iteration 79Q: 3 clusters Score -2970352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2970365.750000 Penalty: 5029.469727
	Iteration 80F: 3 clusters Score -2970366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -2970368.250000 Penalty: 5029.469727
	Iteration 81Q: 3 clusters Score -2970368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2970372.000000 Penalty: 5029.469727
	Iteration 82Q: 3 clusters Score -2970372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -2970371.500000 Penalty: 5029.469727
	Iteration 83Q: 3 clusters Score -2970372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -2970378.250000 Penalty: 5029.469727
	Iteration 84Q: 3 clusters Score -2970378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2970381.250000 Penalty: 5029.469727
	Iteration 85Q: 3 clusters Score -2970381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2970382.000000 Penalty: 5029.469727
	Iteration 86Q: 3 clusters Score -2970382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2970378.000000 Penalty: 5029.469727
	Iteration 87Q: 3 clusters Score -2970378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2970381.250000 Penalty: 5029.469727
	Iteration 88Q: 3 clusters Score -2970381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2970379.500000 Penalty: 5029.469727
	Iteration 89Q: 3 clusters Score -2970380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2970379.500000 Penalty: 5029.469727
	Iteration 90F: 3 clusters Score -2970380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Entering Unmasked Estep 
Score: -3354115.000000 Penalty: 2547.510498
	Iteration 0F: 2 clusters Score -3354115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3334281.750000 Penalty: 5095.020996
	Iteration 0F: 3 clusters Score -3334282 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3341510.250000 Penalty: 5095.020996
	Iteration 1F: 3 clusters Score -3341510 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3342305.500000 Penalty: 5095.020996
	Iteration 2F: 3 clusters Score -3342306 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3343266.250000 Penalty: 5095.020996
	Iteration 3F: 3 clusters Score -3343266 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3344438.750000 Penalty: 5095.020996
	Iteration 4F: 3 clusters Score -3344439 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3345700.750000 Penalty: 5095.020996
	Iteration 5F: 3 clusters Score -3345701 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3347022.500000 Penalty: 5095.020996
	Iteration 6F: 3 clusters Score -3347022 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3348390.750000 Penalty: 5095.020996
	Iteration 7F: 3 clusters Score -3348391 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3349523.500000 Penalty: 5095.020996
	Iteration 8F: 3 clusters Score -3349524 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3350382.750000 Penalty: 5095.020996
	Iteration 9Q: 3 clusters Score -3350383 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3351096.250000 Penalty: 5095.020996
	Iteration 10Q: 3 clusters Score -3351096 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3351645.000000 Penalty: 5095.020996
	Iteration 11Q: 3 clusters Score -3351645 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3352036.250000 Penalty: 5095.020996
	Iteration 12Q: 3 clusters Score -3352036 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3352376.250000 Penalty: 5095.020996
	Iteration 13Q: 3 clusters Score -3352376 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3352645.500000 Penalty: 5095.020996
	Iteration 14Q: 3 clusters Score -3352646 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3352821.500000 Penalty: 5095.020996
	Iteration 15Q: 3 clusters Score -3352822 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3352937.750000 Penalty: 5095.020996
	Iteration 16Q: 3 clusters Score -3352938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3353003.250000 Penalty: 5095.020996
	Iteration 17Q: 3 clusters Score -3353003 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3353031.500000 Penalty: 5095.020996
	Iteration 18Q: 3 clusters Score -3353032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3353046.000000 Penalty: 5095.020996
	Iteration 19Q: 3 clusters Score -3353046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3353062.500000 Penalty: 5095.020996
	Iteration 20F: 3 clusters Score -3353062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3353074.750000 Penalty: 5095.020996
	Iteration 21Q: 3 clusters Score -3353075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3353072.750000 Penalty: 5095.020996
	Iteration 22Q: 3 clusters Score -3353073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3353077.750000 Penalty: 5095.020996
	Iteration 23Q: 3 clusters Score -3353078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3353074.500000 Penalty: 5095.020996
	Iteration 24Q: 3 clusters Score -3353074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3353071.500000 Penalty: 5095.020996
	Iteration 25Q: 3 clusters Score -3353072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3353076.750000 Penalty: 5095.020996
	Iteration 26Q: 3 clusters Score -3353077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3353076.750000 Penalty: 5095.020996
	Iteration 27F: 3 clusters Score -3353077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -637287.500000 Penalty: 2136.261230
	Iteration 0F: 2 clusters Score -637287.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -632400.562500 Penalty: 4272.522461
	Iteration 0F: 3 clusters Score -632400.6 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -633614.750000 Penalty: 4272.522461
	Iteration 1F: 3 clusters Score -633614.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -633881.187500 Penalty: 4272.522461
	Iteration 2F: 3 clusters Score -633881.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -634076.187500 Penalty: 4272.522461
	Iteration 3F: 3 clusters Score -634076.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -634214.250000 Penalty: 4272.522461
	Iteration 4Q: 3 clusters Score -634214.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -634307.437500 Penalty: 4272.522461
	Iteration 5Q: 3 clusters Score -634307.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -634394.125000 Penalty: 4272.522461
	Iteration 6Q: 3 clusters Score -634394.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -634488.062500 Penalty: 4272.522461
	Iteration 7Q: 3 clusters Score -634488.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -634595.062500 Penalty: 4272.522461
	Iteration 8Q: 3 clusters Score -634595.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -634683.437500 Penalty: 4272.522461
	Iteration 9Q: 3 clusters Score -634683.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -634767.562500 Penalty: 4272.522461
	Iteration 10Q: 3 clusters Score -634767.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -634850.687500 Penalty: 4272.522461
	Iteration 11Q: 3 clusters Score -634850.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -634937.250000 Penalty: 4272.522461
	Iteration 12Q: 3 clusters Score -634937.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -635019.875000 Penalty: 4272.522461
	Iteration 13Q: 3 clusters Score -635019.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -635090.562500 Penalty: 4272.522461
	Iteration 14Q: 3 clusters Score -635090.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -635168.000000 Penalty: 4272.522461
	Iteration 15Q: 3 clusters Score -635168 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -635228.937500 Penalty: 4272.522461
	Iteration 16Q: 3 clusters Score -635228.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -635290.875000 Penalty: 4272.522461
	Iteration 17Q: 3 clusters Score -635290.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -635346.500000 Penalty: 4272.522461
	Iteration 18Q: 3 clusters Score -635346.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -635403.062500 Penalty: 4272.522461
	Iteration 19Q: 3 clusters Score -635403.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -635449.937500 Penalty: 4272.522461
	Iteration 20F: 3 clusters Score -635449.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -635487.125000 Penalty: 4272.522461
	Iteration 21Q: 3 clusters Score -635487.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -635511.437500 Penalty: 4272.522461
	Iteration 22Q: 3 clusters Score -635511.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -635529.750000 Penalty: 4272.522461
	Iteration 23Q: 3 clusters Score -635529.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -635543.937500 Penalty: 4272.522461
	Iteration 24Q: 3 clusters Score -635543.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -635553.437500 Penalty: 4272.522461
	Iteration 25Q: 3 clusters Score -635553.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -635564.812500 Penalty: 4272.522461
	Iteration 26Q: 3 clusters Score -635564.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -635573.687500 Penalty: 4272.522461
	Iteration 27Q: 3 clusters Score -635573.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -635577.437500 Penalty: 4272.522461
	Iteration 28Q: 3 clusters Score -635577.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -635578.000000 Penalty: 4272.522461
	Iteration 29Q: 3 clusters Score -635578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -635577.375000 Penalty: 4272.522461
	Iteration 30Q: 3 clusters Score -635577.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -635577.375000 Penalty: 4272.522461
	Iteration 31F: 3 clusters Score -635577.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Entering Unmasked Estep 
Score: -3075293.750000 Penalty: 2523.126221
	Iteration 0F: 2 clusters Score -3075294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3057104.250000 Penalty: 5046.252441
	Iteration 0F: 3 clusters Score -3057104 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3063576.000000 Penalty: 5046.252441
	Iteration 1F: 3 clusters Score -3063576 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3063915.500000 Penalty: 5046.252441
	Iteration 2Q: 3 clusters Score -3063916 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3064166.500000 Penalty: 5046.252441
	Iteration 3Q: 3 clusters Score -3064166 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3064383.250000 Penalty: 5046.252441
	Iteration 4Q: 3 clusters Score -3064383 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3064622.000000 Penalty: 5046.252441
	Iteration 5Q: 3 clusters Score -3064622 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3064991.500000 Penalty: 5046.252441
	Iteration 6Q: 3 clusters Score -3064992 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3065476.750000 Penalty: 5046.252441
	Iteration 7Q: 3 clusters Score -3065477 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3066114.250000 Penalty: 5046.252441
	Iteration 8Q: 3 clusters Score -3066114 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3066821.750000 Penalty: 5046.252441
	Iteration 9Q: 3 clusters Score -3066822 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3067595.000000 Penalty: 5046.252441
	Iteration 10Q: 3 clusters Score -3067595 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3068354.250000 Penalty: 5046.252441
	Iteration 11Q: 3 clusters Score -3068354 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3069178.000000 Penalty: 5046.252441
	Iteration 12Q: 3 clusters Score -3069178 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3069965.000000 Penalty: 5046.252441
	Iteration 13Q: 3 clusters Score -3069965 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -3070722.500000 Penalty: 5046.252441
	Iteration 14Q: 3 clusters Score -3070722 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3071311.250000 Penalty: 5046.252441
	Iteration 15Q: 3 clusters Score -3071311 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3071745.750000 Penalty: 5046.252441
	Iteration 16Q: 3 clusters Score -3071746 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3072052.000000 Penalty: 5046.252441
	Iteration 17Q: 3 clusters Score -3072052 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3072238.750000 Penalty: 5046.252441
	Iteration 18Q: 3 clusters Score -3072239 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -3072345.000000 Penalty: 5046.252441
	Iteration 19Q: 3 clusters Score -3072345 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3072436.750000 Penalty: 5046.252441
	Iteration 20F: 3 clusters Score -3072437 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -3072525.000000 Penalty: 5046.252441
	Iteration 21Q: 3 clusters Score -3072525 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3072604.500000 Penalty: 5046.252441
	Iteration 22Q: 3 clusters Score -3072604 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3072670.500000 Penalty: 5046.252441
	Iteration 23Q: 3 clusters Score -3072670 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3072702.000000 Penalty: 5046.252441
	Iteration 24Q: 3 clusters Score -3072702 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3072750.500000 Penalty: 5046.252441
	Iteration 25Q: 3 clusters Score -3072750 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3072783.750000 Penalty: 5046.252441
	Iteration 26Q: 3 clusters Score -3072784 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3072803.750000 Penalty: 5046.252441
	Iteration 27Q: 3 clusters Score -3072804 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3072824.500000 Penalty: 5046.252441
	Iteration 28Q: 3 clusters Score -3072824 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3072843.250000 Penalty: 5046.252441
	Iteration 29Q: 3 clusters Score -3072843 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -3072846.250000 Penalty: 5046.252441
	Iteration 30Q: 3 clusters Score -3072846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3072861.000000 Penalty: 5046.252441
	Iteration 31Q: 3 clusters Score -3072861 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3072877.000000 Penalty: 5046.252441
	Iteration 32Q: 3 clusters Score -3072877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3072892.250000 Penalty: 5046.252441
	Iteration 33Q: 3 clusters Score -3072892 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3072899.000000 Penalty: 5046.252441
	Iteration 34Q: 3 clusters Score -3072899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3072903.250000 Penalty: 5046.252441
	Iteration 35Q: 3 clusters Score -3072903 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3072919.250000 Penalty: 5046.252441
	Iteration 36Q: 3 clusters Score -3072919 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -3072928.750000 Penalty: 5046.252441
	Iteration 37Q: 3 clusters Score -3072929 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3072952.750000 Penalty: 5046.252441
	Iteration 38Q: 3 clusters Score -3072953 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3072962.500000 Penalty: 5046.252441
	Iteration 39Q: 3 clusters Score -3072962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3072979.500000 Penalty: 5046.252441
	Iteration 40F: 3 clusters Score -3072980 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3072990.250000 Penalty: 5046.252441
	Iteration 41Q: 3 clusters Score -3072990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -3072996.000000 Penalty: 5046.252441
	Iteration 42Q: 3 clusters Score -3072996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3073005.250000 Penalty: 5046.252441
	Iteration 43Q: 3 clusters Score -3073005 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3073013.000000 Penalty: 5046.252441
	Iteration 44Q: 3 clusters Score -3073013 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3073022.250000 Penalty: 5046.252441
	Iteration 45Q: 3 clusters Score -3073022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3073032.750000 Penalty: 5046.252441
	Iteration 46Q: 3 clusters Score -3073033 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3073052.500000 Penalty: 5046.252441
	Iteration 47Q: 3 clusters Score -3073052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3073052.750000 Penalty: 5046.252441
	Iteration 48Q: 3 clusters Score -3073053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3073055.500000 Penalty: 5046.252441
	Iteration 49Q: 3 clusters Score -3073056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3073070.750000 Penalty: 5046.252441
	Iteration 50Q: 3 clusters Score -3073071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3073070.750000 Penalty: 5046.252441
	Iteration 51Q: 3 clusters Score -3073071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3073076.000000 Penalty: 5046.252441
	Iteration 52Q: 3 clusters Score -3073076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3073073.500000 Penalty: 5046.252441
	Iteration 53Q: 3 clusters Score -3073074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3073082.500000 Penalty: 5046.252441
	Iteration 54Q: 3 clusters Score -3073082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3073087.250000 Penalty: 5046.252441
	Iteration 55Q: 3 clusters Score -3073087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3073100.750000 Penalty: 5046.252441
	Iteration 56Q: 3 clusters Score -3073101 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3073112.500000 Penalty: 5046.252441
	Iteration 57Q: 3 clusters Score -3073112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3073116.250000 Penalty: 5046.252441
	Iteration 58Q: 3 clusters Score -3073116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3073117.750000 Penalty: 5046.252441
	Iteration 59Q: 3 clusters Score -3073118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3073126.000000 Penalty: 5046.252441
	Iteration 60F: 3 clusters Score -3073126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3073131.250000 Penalty: 5046.252441
	Iteration 61Q: 3 clusters Score -3073131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3073137.250000 Penalty: 5046.252441
	Iteration 62Q: 3 clusters Score -3073137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3073145.750000 Penalty: 5046.252441
	Iteration 63Q: 3 clusters Score -3073146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3073150.250000 Penalty: 5046.252441
	Iteration 64Q: 3 clusters Score -3073150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3073153.500000 Penalty: 5046.252441
	Iteration 65Q: 3 clusters Score -3073154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3073153.000000 Penalty: 5046.252441
	Iteration 66Q: 3 clusters Score -3073153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3073152.500000 Penalty: 5046.252441
	Iteration 67Q: 3 clusters Score -3073152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3073156.750000 Penalty: 5046.252441
	Iteration 68Q: 3 clusters Score -3073157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3073162.250000 Penalty: 5046.252441
	Iteration 69Q: 3 clusters Score -3073162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3073163.500000 Penalty: 5046.252441
	Iteration 70Q: 3 clusters Score -3073164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3073171.000000 Penalty: 5046.252441
	Iteration 71Q: 3 clusters Score -3073171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3073169.250000 Penalty: 5046.252441
	Iteration 72Q: 3 clusters Score -3073169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3073168.750000 Penalty: 5046.252441
	Iteration 73Q: 3 clusters Score -3073169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3073167.750000 Penalty: 5046.252441
	Iteration 74Q: 3 clusters Score -3073168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3073173.000000 Penalty: 5046.252441
	Iteration 75Q: 3 clusters Score -3073173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3073170.000000 Penalty: 5046.252441
	Iteration 76Q: 3 clusters Score -3073170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3073168.750000 Penalty: 5046.252441
	Iteration 77Q: 3 clusters Score -3073169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3073174.000000 Penalty: 5046.252441
	Iteration 78Q: 3 clusters Score -3073174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3073182.500000 Penalty: 5046.252441
	Iteration 79Q: 3 clusters Score -3073182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3073183.750000 Penalty: 5046.252441
	Iteration 80F: 3 clusters Score -3073184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3073183.750000 Penalty: 5046.252441
	Iteration 81Q: 3 clusters Score -3073184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3073189.000000 Penalty: 5046.252441
	Iteration 82Q: 3 clusters Score -3073189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3073196.750000 Penalty: 5046.252441
	Iteration 83Q: 3 clusters Score -3073197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3073189.750000 Penalty: 5046.252441
	Iteration 84Q: 3 clusters Score -3073190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -3073183.250000 Penalty: 5046.252441
	Iteration 85Q: 3 clusters Score -3073183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3073182.750000 Penalty: 5046.252441
	Iteration 86Q: 3 clusters Score -3073183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3073182.750000 Penalty: 5046.252441
	Iteration 87Q: 3 clusters Score -3073183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3073189.500000 Penalty: 5046.252441
	Iteration 88Q: 3 clusters Score -3073190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3073190.500000 Penalty: 5046.252441
	Iteration 89Q: 3 clusters Score -3073190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3073186.750000 Penalty: 5046.252441
	Iteration 90Q: 3 clusters Score -3073187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3073189.250000 Penalty: 5046.252441
	Iteration 91Q: 3 clusters Score -3073189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3073190.250000 Penalty: 5046.252441
	Iteration 92Q: 3 clusters Score -3073190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3073188.000000 Penalty: 5046.252441
	Iteration 93Q: 3 clusters Score -3073188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3073192.250000 Penalty: 5046.252441
	Iteration 94Q: 3 clusters Score -3073192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3073199.750000 Penalty: 5046.252441
	Iteration 95Q: 3 clusters Score -3073200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3073202.750000 Penalty: 5046.252441
	Iteration 96Q: 3 clusters Score -3073203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3073205.250000 Penalty: 5046.252441
	Iteration 97Q: 3 clusters Score -3073205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3073208.250000 Penalty: 5046.252441
	Iteration 98Q: 3 clusters Score -3073208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3073208.500000 Penalty: 5046.252441
	Iteration 99Q: 3 clusters Score -3073208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3073208.000000 Penalty: 5046.252441
	Iteration 100F: 3 clusters Score -3073208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3073211.000000 Penalty: 5046.252441
	Iteration 101Q: 3 clusters Score -3073211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3073219.500000 Penalty: 5046.252441
	Iteration 102Q: 3 clusters Score -3073220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3073216.000000 Penalty: 5046.252441
	Iteration 103Q: 3 clusters Score -3073216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3073214.500000 Penalty: 5046.252441
	Iteration 104Q: 3 clusters Score -3073214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3073217.250000 Penalty: 5046.252441
	Iteration 105Q: 3 clusters Score -3073217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3073219.500000 Penalty: 5046.252441
	Iteration 106Q: 3 clusters Score -3073220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3073216.500000 Penalty: 5046.252441
	Iteration 107Q: 3 clusters Score -3073216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3073218.000000 Penalty: 5046.252441
	Iteration 108Q: 3 clusters Score -3073218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3073221.250000 Penalty: 5046.252441
	Iteration 109Q: 3 clusters Score -3073221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3073224.000000 Penalty: 5046.252441
	Iteration 110Q: 3 clusters Score -3073224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3073221.750000 Penalty: 5046.252441
	Iteration 111Q: 3 clusters Score -3073222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3073219.750000 Penalty: 5046.252441
	Iteration 112Q: 3 clusters Score -3073220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3073221.000000 Penalty: 5046.252441
	Iteration 113Q: 3 clusters Score -3073221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3073220.750000 Penalty: 5046.252441
	Iteration 114Q: 3 clusters Score -3073221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3073216.750000 Penalty: 5046.252441
	Iteration 115Q: 3 clusters Score -3073217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3073217.500000 Penalty: 5046.252441
	Iteration 116Q: 3 clusters Score -3073218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3073221.500000 Penalty: 5046.252441
	Iteration 117Q: 3 clusters Score -3073222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3073219.500000 Penalty: 5046.252441
	Iteration 118Q: 3 clusters Score -3073220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3073222.750000 Penalty: 5046.252441
	Iteration 119Q: 3 clusters Score -3073223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3073222.750000 Penalty: 5046.252441
	Iteration 120F: 3 clusters Score -3073223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 3 contains 15186 members 
Mstep: Class 5 contains 184401 members 
Mstep: Class 7 contains 267383 members 
Mstep: Class 11 contains 11930 members 
Mstep: Class 13 contains 9092 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35018 members 
Mstep: Class 17 contains 23112 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25338 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 26210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645640.000000 Penalty: 46482.957031
Iteration 319Q: 15 clusters Score -7.464564e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 3 contains 15191 members 
Mstep: Class 5 contains 184397 members 
Mstep: Class 7 contains 267382 members 
Mstep: Class 11 contains 11929 members 
Mstep: Class 13 contains 9088 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35019 members 
Mstep: Class 17 contains 23103 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25339 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 26210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645656.000000 Penalty: 46482.957031
Iteration 320F: 15 clusters Score -7.464566e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 3 contains 15191 members 
Mstep: Class 5 contains 184388 members 
Mstep: Class 7 contains 267393 members 
Mstep: Class 11 contains 11928 members 
Mstep: Class 13 contains 9082 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35019 members 
Mstep: Class 17 contains 23093 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25340 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 26211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645616.000000 Penalty: 46482.957031
Iteration 321Q: 15 clusters Score -7.464562e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 3 contains 15192 members 
Mstep: Class 5 contains 184379 members 
Mstep: Class 7 contains 267397 members 
Mstep: Class 11 contains 11926 members 
Mstep: Class 13 contains 9078 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35020 members 
Mstep: Class 17 contains 23088 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25342 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 26209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645656.000000 Penalty: 46482.957031
Iteration 322Q: 15 clusters Score -7.464566e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 3 contains 15195 members 
Mstep: Class 5 contains 184373 members 
Mstep: Class 7 contains 267401 members 
Mstep: Class 11 contains 11924 members 
Mstep: Class 13 contains 9073 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35020 members 
Mstep: Class 17 contains 23082 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25345 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 26210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645672.000000 Penalty: 46482.957031
Iteration 323Q: 15 clusters Score -7.464567e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 3 contains 15194 members 
Mstep: Class 5 contains 184365 members 
Mstep: Class 7 contains 267416 members 
Mstep: Class 11 contains 11916 members 
Mstep: Class 13 contains 9070 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35019 members 
Mstep: Class 17 contains 23076 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25346 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5507 members 
Mstep: Class 22 contains 26212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645680.000000 Penalty: 46482.957031
Iteration 324Q: 15 clusters Score -7.464568e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 3 contains 15195 members 
Mstep: Class 5 contains 184356 members 
Mstep: Class 7 contains 267428 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 13 contains 9070 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35017 members 
Mstep: Class 17 contains 23072 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25347 members 
Mstep: Class 20 contains 28918 members 
Mstep: Class 21 contains 5507 members 
Mstep: Class 22 contains 26212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645680.000000 Penalty: 46482.957031
Iteration 325Q: 15 clusters Score -7.464568e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 3 contains 15199 members 
Mstep: Class 5 contains 184357 members 
Mstep: Class 7 contains 267434 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 13 contains 9070 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35020 members 
Mstep: Class 17 contains 23067 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25346 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5507 members 
Mstep: Class 22 contains 26212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645728.000000 Penalty: 46482.957031
Iteration 326Q: 15 clusters Score -7.464573e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 3 contains 15204 members 
Mstep: Class 5 contains 184352 members 
Mstep: Class 7 contains 267449 members 
Mstep: Class 11 contains 11891 members 
Mstep: Class 13 contains 9070 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35020 members 
Mstep: Class 17 contains 23061 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25345 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5507 members 
Mstep: Class 22 contains 26212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645720.000000 Penalty: 46482.957031
Iteration 327Q: 15 clusters Score -7.464572e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 3 contains 15207 members 
Mstep: Class 5 contains 184347 members 
Mstep: Class 7 contains 267462 members 
Mstep: Class 11 contains 11880 members 
Mstep: Class 13 contains 9068 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35023 members 
Mstep: Class 17 contains 23053 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25344 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 26213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645680.000000 Penalty: 46482.957031
Iteration 328Q: 15 clusters Score -7.464568e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 3 contains 15211 members 
Mstep: Class 5 contains 184342 members 
Mstep: Class 7 contains 267473 members 
Mstep: Class 11 contains 11869 members 
Mstep: Class 13 contains 9066 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 35025 members 
Mstep: Class 17 contains 23049 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25345 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5507 members 
Mstep: Class 22 contains 26215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645744.000000 Penalty: 46482.957031
Iteration 329Q: 15 clusters Score -7.464574e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 3 contains 15214 members 
Mstep: Class 5 contains 184337 members 
Mstep: Class 7 contains 267481 members 
Mstep: Class 11 contains 11861 members 
Mstep: Class 13 contains 9064 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 35025 members 
Mstep: Class 17 contains 23045 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25346 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 26213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645728.000000 Penalty: 46482.957031
Iteration 330Q: 15 clusters Score -7.464573e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 3 contains 15217 members 
Mstep: Class 5 contains 184321 members 
Mstep: Class 7 contains 267506 members 
Mstep: Class 11 contains 11858 members 
Mstep: Class 13 contains 9060 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 35022 members 
Mstep: Class 17 contains 23035 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25350 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5506 members 
Mstep: Class 22 contains 26213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645768.000000 Penalty: 46482.957031
Iteration 331Q: 15 clusters Score -7.464577e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 3 contains 15218 members 
Mstep: Class 5 contains 184303 members 
Mstep: Class 7 contains 267548 members 
Mstep: Class 11 contains 11849 members 
Mstep: Class 13 contains 9055 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 35024 members 
Mstep: Class 17 contains 23018 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25353 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5502 members 
Mstep: Class 22 contains 26212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645744.000000 Penalty: 46482.957031
Iteration 332Q: 15 clusters Score -7.464574e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 3 contains 15219 members 
Mstep: Class 5 contains 184282 members 
Mstep: Class 7 contains 267588 members 
Mstep: Class 11 contains 11840 members 
Mstep: Class 13 contains 9052 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 35025 members 
Mstep: Class 17 contains 23005 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25355 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5499 members 
Mstep: Class 22 contains 26210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645776.000000 Penalty: 46482.957031
Iteration 333Q: 15 clusters Score -7.464578e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 3 contains 15220 members 
Mstep: Class 5 contains 184267 members 
Mstep: Class 7 contains 267620 members 
Mstep: Class 11 contains 11829 members 
Mstep: Class 13 contains 9050 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35024 members 
Mstep: Class 17 contains 22996 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25358 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 26208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645840.000000 Penalty: 46482.957031
Iteration 334Q: 15 clusters Score -7.464584e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 3 contains 15221 members 
Mstep: Class 5 contains 184256 members 
Mstep: Class 7 contains 267639 members 
Mstep: Class 11 contains 11823 members 
Mstep: Class 13 contains 9049 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35025 members 
Mstep: Class 17 contains 22989 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25360 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5493 members 
Mstep: Class 22 contains 26207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645848.000000 Penalty: 46482.957031
Iteration 335Q: 15 clusters Score -7.464585e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 3 contains 15222 members 
Mstep: Class 5 contains 184244 members 
Mstep: Class 7 contains 267662 members 
Mstep: Class 11 contains 11818 members 
Mstep: Class 13 contains 9047 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35026 members 
Mstep: Class 17 contains 22984 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25360 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 26205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645848.000000 Penalty: 46482.957031
Iteration 336Q: 15 clusters Score -7.464585e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 3 contains 15224 members 
Mstep: Class 5 contains 184238 members 
Mstep: Class 7 contains 267671 members 
Mstep: Class 11 contains 11819 members 
Mstep: Class 13 contains 9044 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35022 members 
Mstep: Class 17 contains 22980 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25360 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 26206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645832.000000 Penalty: 46482.957031
Iteration 337Q: 15 clusters Score -7.464583e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 3 contains 15226 members 
Mstep: Class 5 contains 184228 members 
Mstep: Class 7 contains 267688 members 
Mstep: Class 11 contains 11815 members 
Mstep: Class 13 contains 9040 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35021 members 
Mstep: Class 17 contains 22978 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25360 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 26204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645816.000000 Penalty: 46482.957031
Iteration 338Q: 15 clusters Score -7.464582e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 3 contains 15228 members 
Mstep: Class 5 contains 184216 members 
Mstep: Class 7 contains 267708 members 
Mstep: Class 11 contains 11811 members 
Mstep: Class 13 contains 9038 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35019 members 
Mstep: Class 17 contains 22977 members 
Mstep: Class 18 contains 570 members 
Mstep: Class 19 contains 25360 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 26200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645856.000000 Penalty: 46482.957031
Iteration 339Q: 15 clusters Score -7.464586e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 3 contains 15227 members 
Mstep: Class 5 contains 184209 members 
Mstep: Class 7 contains 267731 members 
Mstep: Class 11 contains 11806 members 
Mstep: Class 13 contains 9036 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35015 members 
Mstep: Class 17 contains 22976 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25360 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 26198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645808.000000 Penalty: 46482.957031
Iteration 340F: 15 clusters Score -7.464581e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 3 contains 15228 members 
Mstep: Class 5 contains 184195 members 
Mstep: Class 7 contains 267750 members 
Mstep: Class 11 contains 11802 members 
Mstep: Class 13 contains 9037 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35014 members 
Mstep: Class 17 contains 22974 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25360 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 26198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645784.000000 Penalty: 46482.957031
Iteration 341Q: 15 clusters Score -7.464578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 5 contains 184183 members 
Mstep: Class 7 contains 267769 members 
Mstep: Class 11 contains 11798 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35015 members 
Mstep: Class 17 contains 22970 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25362 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645880.000000 Penalty: 46482.957031
Iteration 342Q: 15 clusters Score -7.464588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 3 contains 15230 members 
Mstep: Class 5 contains 184183 members 
Mstep: Class 7 contains 267775 members 
Mstep: Class 11 contains 11797 members 
Mstep: Class 13 contains 9034 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35016 members 
Mstep: Class 17 contains 22966 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25361 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645864.000000 Penalty: 46482.957031
Iteration 343Q: 15 clusters Score -7.464586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 5 contains 184185 members 
Mstep: Class 7 contains 267781 members 
Mstep: Class 11 contains 11795 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35016 members 
Mstep: Class 17 contains 22959 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25362 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645856.000000 Penalty: 46482.957031
Iteration 344Q: 15 clusters Score -7.464586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 5 contains 184188 members 
Mstep: Class 7 contains 267785 members 
Mstep: Class 11 contains 11794 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35015 members 
Mstep: Class 17 contains 22955 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25362 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645856.000000 Penalty: 46482.957031
Iteration 345Q: 15 clusters Score -7.464586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 5 contains 184187 members 
Mstep: Class 7 contains 267793 members 
Mstep: Class 11 contains 11792 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35015 members 
Mstep: Class 17 contains 22951 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25362 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645840.000000 Penalty: 46482.957031
Iteration 346Q: 15 clusters Score -7.464584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 5 contains 184183 members 
Mstep: Class 7 contains 267796 members 
Mstep: Class 11 contains 11788 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35016 members 
Mstep: Class 17 contains 22952 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25363 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645856.000000 Penalty: 46482.957031
Iteration 347Q: 15 clusters Score -7.464586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 5 contains 184188 members 
Mstep: Class 7 contains 267791 members 
Mstep: Class 11 contains 11786 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35018 members 
Mstep: Class 17 contains 22952 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25364 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645864.000000 Penalty: 46482.957031
Iteration 348Q: 15 clusters Score -7.464586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 5 contains 184187 members 
Mstep: Class 7 contains 267793 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35020 members 
Mstep: Class 17 contains 22952 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25364 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645840.000000 Penalty: 46482.957031
Iteration 349Q: 15 clusters Score -7.464584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 5 contains 184187 members 
Mstep: Class 7 contains 267793 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35019 members 
Mstep: Class 17 contains 22953 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25364 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645856.000000 Penalty: 46482.957031
Iteration 350Q: 15 clusters Score -7.464586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 5 contains 184187 members 
Mstep: Class 7 contains 267792 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35018 members 
Mstep: Class 17 contains 22955 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25364 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645848.000000 Penalty: 46482.957031
Iteration 351Q: 15 clusters Score -7.464585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 5 contains 184187 members 
Mstep: Class 7 contains 267792 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35017 members 
Mstep: Class 17 contains 22955 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25364 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645840.000000 Penalty: 46482.957031
Iteration 352Q: 15 clusters Score -7.464584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 5 contains 184185 members 
Mstep: Class 7 contains 267792 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35017 members 
Mstep: Class 17 contains 22955 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25365 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645840.000000 Penalty: 46482.957031
Iteration 353Q: 15 clusters Score -7.464584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 5 contains 184186 members 
Mstep: Class 7 contains 267792 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35016 members 
Mstep: Class 17 contains 22955 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25365 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645840.000000 Penalty: 46482.957031
Iteration 354Q: 15 clusters Score -7.464584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 5 contains 184186 members 
Mstep: Class 7 contains 267792 members 
Mstep: Class 11 contains 11784 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 35016 members 
Mstep: Class 17 contains 22955 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 25365 members 
Mstep: Class 20 contains 28916 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 26193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645840.000000 Penalty: 46482.957031
Iteration 355F: 15 clusters Score -7.464584e+07 nChanged 0
Entering ConstructFrom: 
Score: -74645840.000000 Penalty: 46482.957031
Entering ConstructFrom: 
Trying to split cluster 1 (18272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Entering Unmasked Estep 
Score: -2159569.750000 Penalty: 2433.655029
	Iteration 0F: 2 clusters Score -2159570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2146577.000000 Penalty: 4867.310059
	Iteration 0F: 3 clusters Score -2146577 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2150920.250000 Penalty: 4867.310059
	Iteration 1F: 3 clusters Score -2150920 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2151468.500000 Penalty: 4867.310059
	Iteration 2F: 3 clusters Score -2151468 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2151949.500000 Penalty: 4867.310059
	Iteration 3F: 3 clusters Score -2151950 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2152414.000000 Penalty: 4867.310059
	Iteration 4Q: 3 clusters Score -2152414 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2152882.250000 Penalty: 4867.310059
	Iteration 5Q: 3 clusters Score -2152882 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2153373.250000 Penalty: 4867.310059
	Iteration 6Q: 3 clusters Score -2153373 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2153947.750000 Penalty: 4867.310059
	Iteration 7F: 3 clusters Score -2153948 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2154550.750000 Penalty: 4867.310059
	Iteration 8F: 3 clusters Score -2154551 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2155170.500000 Penalty: 4867.310059
	Iteration 9Q: 3 clusters Score -2155170 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2155699.250000 Penalty: 4867.310059
	Iteration 10Q: 3 clusters Score -2155699 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2156025.250000 Penalty: 4867.310059
	Iteration 11Q: 3 clusters Score -2156025 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2156185.000000 Penalty: 4867.310059
	Iteration 12Q: 3 clusters Score -2156185 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2156269.250000 Penalty: 4867.310059
	Iteration 13Q: 3 clusters Score -2156269 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2156343.250000 Penalty: 4867.310059
	Iteration 14Q: 3 clusters Score -2156343 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2156383.750000 Penalty: 4867.310059
	Iteration 15Q: 3 clusters Score -2156384 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2156417.250000 Penalty: 4867.310059
	Iteration 16Q: 3 clusters Score -2156417 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2156442.750000 Penalty: 4867.310059
	Iteration 17Q: 3 clusters Score -2156443 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2156470.500000 Penalty: 4867.310059
	Iteration 18Q: 3 clusters Score -2156470 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2156508.500000 Penalty: 4867.310059
	Iteration 19Q: 3 clusters Score -2156508 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2156539.000000 Penalty: 4867.310059
	Iteration 20F: 3 clusters Score -2156539 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2156568.750000 Penalty: 4867.310059
	Iteration 21Q: 3 clusters Score -2156569 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2156592.250000 Penalty: 4867.310059
	Iteration 22Q: 3 clusters Score -2156592 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2156618.250000 Penalty: 4867.310059
	Iteration 23Q: 3 clusters Score -2156618 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2156650.750000 Penalty: 4867.310059
	Iteration 24Q: 3 clusters Score -2156651 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2156678.750000 Penalty: 4867.310059
	Iteration 25Q: 3 clusters Score -2156679 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2156706.750000 Penalty: 4867.310059
	Iteration 26Q: 3 clusters Score -2156707 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2156744.000000 Penalty: 4867.310059
	Iteration 27Q: 3 clusters Score -2156744 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2156777.500000 Penalty: 4867.310059
	Iteration 28Q: 3 clusters Score -2156778 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2156797.000000 Penalty: 4867.310059
	Iteration 29Q: 3 clusters Score -2156797 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2156828.000000 Penalty: 4867.310059
	Iteration 30Q: 3 clusters Score -2156828 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2156847.500000 Penalty: 4867.310059
	Iteration 31Q: 3 clusters Score -2156848 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2156872.250000 Penalty: 4867.310059
	Iteration 32Q: 3 clusters Score -2156872 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2156887.500000 Penalty: 4867.310059
	Iteration 33Q: 3 clusters Score -2156888 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2156905.500000 Penalty: 4867.310059
	Iteration 34Q: 3 clusters Score -2156906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2156923.500000 Penalty: 4867.310059
	Iteration 35Q: 3 clusters Score -2156924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2156929.500000 Penalty: 4867.310059
	Iteration 36Q: 3 clusters Score -2156930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2156946.250000 Penalty: 4867.310059
	Iteration 37Q: 3 clusters Score -2156946 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2156954.750000 Penalty: 4867.310059
	Iteration 38Q: 3 clusters Score -2156955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2156964.500000 Penalty: 4867.310059
	Iteration 39Q: 3 clusters Score -2156964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2156977.750000 Penalty: 4867.310059
	Iteration 40F: 3 clusters Score -2156978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2156988.750000 Penalty: 4867.310059
	Iteration 41Q: 3 clusters Score -2156989 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2157001.000000 Penalty: 4867.310059
	Iteration 42Q: 3 clusters Score -2157001 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2157010.250000 Penalty: 4867.310059
	Iteration 43Q: 3 clusters Score -2157010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2157024.250000 Penalty: 4867.310059
	Iteration 44Q: 3 clusters Score -2157024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2157025.000000 Penalty: 4867.310059
	Iteration 45Q: 3 clusters Score -2157025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2157035.250000 Penalty: 4867.310059
	Iteration 46Q: 3 clusters Score -2157035 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2157047.750000 Penalty: 4867.310059
	Iteration 47Q: 3 clusters Score -2157048 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2157062.750000 Penalty: 4867.310059
	Iteration 48Q: 3 clusters Score -2157063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2157079.000000 Penalty: 4867.310059
	Iteration 49Q: 3 clusters Score -2157079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2157088.500000 Penalty: 4867.310059
	Iteration 50Q: 3 clusters Score -2157088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2157093.500000 Penalty: 4867.310059
	Iteration 51Q: 3 clusters Score -2157094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2157113.750000 Penalty: 4867.310059
	Iteration 52Q: 3 clusters Score -2157114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2157132.250000 Penalty: 4867.310059
	Iteration 53Q: 3 clusters Score -2157132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2157145.000000 Penalty: 4867.310059
	Iteration 54Q: 3 clusters Score -2157145 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2157163.500000 Penalty: 4867.310059
	Iteration 55Q: 3 clusters Score -2157164 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2157187.500000 Penalty: 4867.310059
	Iteration 56Q: 3 clusters Score -2157188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2157205.000000 Penalty: 4867.310059
	Iteration 57Q: 3 clusters Score -2157205 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2157229.250000 Penalty: 4867.310059
	Iteration 58Q: 3 clusters Score -2157229 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2157240.250000 Penalty: 4867.310059
	Iteration 59Q: 3 clusters Score -2157240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2157254.750000 Penalty: 4867.310059
	Iteration 60F: 3 clusters Score -2157255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2157261.250000 Penalty: 4867.310059
	Iteration 61Q: 3 clusters Score -2157261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2157269.000000 Penalty: 4867.310059
	Iteration 62Q: 3 clusters Score -2157269 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2157283.250000 Penalty: 4867.310059
	Iteration 63Q: 3 clusters Score -2157283 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2157299.500000 Penalty: 4867.310059
	Iteration 64Q: 3 clusters Score -2157300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2157312.750000 Penalty: 4867.310059
	Iteration 65Q: 3 clusters Score -2157313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2157308.500000 Penalty: 4867.310059
	Iteration 66Q: 3 clusters Score -2157308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2157328.000000 Penalty: 4867.310059
	Iteration 67Q: 3 clusters Score -2157328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2157333.750000 Penalty: 4867.310059
	Iteration 68Q: 3 clusters Score -2157334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2157344.500000 Penalty: 4867.310059
	Iteration 69Q: 3 clusters Score -2157344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2157351.000000 Penalty: 4867.310059
	Iteration 70Q: 3 clusters Score -2157351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2157361.500000 Penalty: 4867.310059
	Iteration 71Q: 3 clusters Score -2157362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2157371.500000 Penalty: 4867.310059
	Iteration 72Q: 3 clusters Score -2157372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2157382.500000 Penalty: 4867.310059
	Iteration 73Q: 3 clusters Score -2157382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2157398.250000 Penalty: 4867.310059
	Iteration 74Q: 3 clusters Score -2157398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2157415.000000 Penalty: 4867.310059
	Iteration 75Q: 3 clusters Score -2157415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2157426.000000 Penalty: 4867.310059
	Iteration 76Q: 3 clusters Score -2157426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2157441.250000 Penalty: 4867.310059
	Iteration 77Q: 3 clusters Score -2157441 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2157461.250000 Penalty: 4867.310059
	Iteration 78Q: 3 clusters Score -2157461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2157474.250000 Penalty: 4867.310059
	Iteration 79Q: 3 clusters Score -2157474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2157484.000000 Penalty: 4867.310059
	Iteration 80F: 3 clusters Score -2157484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2157501.250000 Penalty: 4867.310059
	Iteration 81Q: 3 clusters Score -2157501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2157510.000000 Penalty: 4867.310059
	Iteration 82Q: 3 clusters Score -2157510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2157523.000000 Penalty: 4867.310059
	Iteration 83Q: 3 clusters Score -2157523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2157532.000000 Penalty: 4867.310059
	Iteration 84Q: 3 clusters Score -2157532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2157549.500000 Penalty: 4867.310059
	Iteration 85Q: 3 clusters Score -2157550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2157561.500000 Penalty: 4867.310059
	Iteration 86Q: 3 clusters Score -2157562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2157567.250000 Penalty: 4867.310059
	Iteration 87Q: 3 clusters Score -2157567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2157565.000000 Penalty: 4867.310059
	Iteration 88Q: 3 clusters Score -2157565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2157565.250000 Penalty: 4867.310059
	Iteration 89Q: 3 clusters Score -2157565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2157572.250000 Penalty: 4867.310059
	Iteration 90Q: 3 clusters Score -2157572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2157574.500000 Penalty: 4867.310059
	Iteration 91Q: 3 clusters Score -2157574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2157575.250000 Penalty: 4867.310059
	Iteration 92Q: 3 clusters Score -2157575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2157581.250000 Penalty: 4867.310059
	Iteration 93Q: 3 clusters Score -2157581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2157580.750000 Penalty: 4867.310059
	Iteration 94Q: 3 clusters Score -2157581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2157586.000000 Penalty: 4867.310059
	Iteration 95Q: 3 clusters Score -2157586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2157588.000000 Penalty: 4867.310059
	Iteration 96Q: 3 clusters Score -2157588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2157587.000000 Penalty: 4867.310059
	Iteration 97Q: 3 clusters Score -2157587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2157595.250000 Penalty: 4867.310059
	Iteration 98Q: 3 clusters Score -2157595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2157595.500000 Penalty: 4867.310059
	Iteration 99Q: 3 clusters Score -2157596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2157599.750000 Penalty: 4867.310059
	Iteration 100F: 3 clusters Score -2157600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2157605.250000 Penalty: 4867.310059
	Iteration 101Q: 3 clusters Score -2157605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2157608.750000 Penalty: 4867.310059
	Iteration 102Q: 3 clusters Score -2157609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2157612.750000 Penalty: 4867.310059
	Iteration 103Q: 3 clusters Score -2157613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2157611.750000 Penalty: 4867.310059
	Iteration 104Q: 3 clusters Score -2157612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2157619.500000 Penalty: 4867.310059
	Iteration 105Q: 3 clusters Score -2157620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2157619.250000 Penalty: 4867.310059
	Iteration 106Q: 3 clusters Score -2157619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2157625.750000 Penalty: 4867.310059
	Iteration 107Q: 3 clusters Score -2157626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2157627.250000 Penalty: 4867.310059
	Iteration 108Q: 3 clusters Score -2157627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2157629.750000 Penalty: 4867.310059
	Iteration 109Q: 3 clusters Score -2157630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2157638.000000 Penalty: 4867.310059
	Iteration 110Q: 3 clusters Score -2157638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2157635.500000 Penalty: 4867.310059
	Iteration 111Q: 3 clusters Score -2157636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2157637.500000 Penalty: 4867.310059
	Iteration 112Q: 3 clusters Score -2157638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2157640.750000 Penalty: 4867.310059
	Iteration 113Q: 3 clusters Score -2157641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2157647.000000 Penalty: 4867.310059
	Iteration 114Q: 3 clusters Score -2157647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2157651.500000 Penalty: 4867.310059
	Iteration 115Q: 3 clusters Score -2157652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2157651.250000 Penalty: 4867.310059
	Iteration 116Q: 3 clusters Score -2157651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2157654.750000 Penalty: 4867.310059
	Iteration 117Q: 3 clusters Score -2157655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2157656.000000 Penalty: 4867.310059
	Iteration 118Q: 3 clusters Score -2157656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2157657.000000 Penalty: 4867.310059
	Iteration 119Q: 3 clusters Score -2157657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2157662.250000 Penalty: 4867.310059
	Iteration 120F: 3 clusters Score -2157662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2157665.750000 Penalty: 4867.310059
	Iteration 121Q: 3 clusters Score -2157666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2157672.250000 Penalty: 4867.310059
	Iteration 122Q: 3 clusters Score -2157672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2157668.750000 Penalty: 4867.310059
	Iteration 123Q: 3 clusters Score -2157669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2157672.250000 Penalty: 4867.310059
	Iteration 124Q: 3 clusters Score -2157672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2157672.000000 Penalty: 4867.310059
	Iteration 125Q: 3 clusters Score -2157672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2157674.000000 Penalty: 4867.310059
	Iteration 126Q: 3 clusters Score -2157674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2157672.500000 Penalty: 4867.310059
	Iteration 127Q: 3 clusters Score -2157672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2157672.750000 Penalty: 4867.310059
	Iteration 128Q: 3 clusters Score -2157673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2157675.250000 Penalty: 4867.310059
	Iteration 129Q: 3 clusters Score -2157675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2157673.500000 Penalty: 4867.310059
	Iteration 130Q: 3 clusters Score -2157674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2157672.250000 Penalty: 4867.310059
	Iteration 131Q: 3 clusters Score -2157672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2157674.000000 Penalty: 4867.310059
	Iteration 132Q: 3 clusters Score -2157674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2157675.500000 Penalty: 4867.310059
	Iteration 133Q: 3 clusters Score -2157676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2157678.000000 Penalty: 4867.310059
	Iteration 134Q: 3 clusters Score -2157678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2157677.750000 Penalty: 4867.310059
	Iteration 135Q: 3 clusters Score -2157678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2157676.750000 Penalty: 4867.310059
	Iteration 136Q: 3 clusters Score -2157677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2157677.000000 Penalty: 4867.310059
	Iteration 137Q: 3 clusters Score -2157677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2157676.000000 Penalty: 4867.310059
	Iteration 138Q: 3 clusters Score -2157676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2157676.000000 Penalty: 4867.310059
	Iteration 139F: 3 clusters Score -2157676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Entering Unmasked Estep 
Score: -1799478.250000 Penalty: 2388.477295
	Iteration 0F: 2 clusters Score -1799478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1788467.500000 Penalty: 4776.954590
	Iteration 0F: 3 clusters Score -1788468 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1791907.875000 Penalty: 4776.954590
	Iteration 1F: 3 clusters Score -1791908 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1792196.500000 Penalty: 4776.954590
	Iteration 2F: 3 clusters Score -1792196 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1792418.875000 Penalty: 4776.954590
	Iteration 3Q: 3 clusters Score -1792419 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1792602.750000 Penalty: 4776.954590
	Iteration 4Q: 3 clusters Score -1792603 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1792759.375000 Penalty: 4776.954590
	Iteration 5Q: 3 clusters Score -1792759 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1792898.250000 Penalty: 4776.954590
	Iteration 6Q: 3 clusters Score -1792898 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1793032.875000 Penalty: 4776.954590
	Iteration 7Q: 3 clusters Score -1793033 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1793157.125000 Penalty: 4776.954590
	Iteration 8Q: 3 clusters Score -1793157 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1793319.500000 Penalty: 4776.954590
	Iteration 9Q: 3 clusters Score -1793320 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1793498.625000 Penalty: 4776.954590
	Iteration 10Q: 3 clusters Score -1793499 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1793717.000000 Penalty: 4776.954590
	Iteration 11Q: 3 clusters Score -1793717 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1794013.500000 Penalty: 4776.954590
	Iteration 12Q: 3 clusters Score -1794014 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1794404.750000 Penalty: 4776.954590
	Iteration 13Q: 3 clusters Score -1794405 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1794896.250000 Penalty: 4776.954590
	Iteration 14Q: 3 clusters Score -1794896 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1795409.625000 Penalty: 4776.954590
	Iteration 15Q: 3 clusters Score -1795410 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1795912.000000 Penalty: 4776.954590
	Iteration 16Q: 3 clusters Score -1795912 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1796290.375000 Penalty: 4776.954590
	Iteration 17Q: 3 clusters Score -1796290 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1796510.250000 Penalty: 4776.954590
	Iteration 18Q: 3 clusters Score -1796510 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1796657.125000 Penalty: 4776.954590
	Iteration 19Q: 3 clusters Score -1796657 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1796762.125000 Penalty: 4776.954590
	Iteration 20F: 3 clusters Score -1796762 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1796845.375000 Penalty: 4776.954590
	Iteration 21Q: 3 clusters Score -1796845 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1796923.625000 Penalty: 4776.954590
	Iteration 22Q: 3 clusters Score -1796924 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1796993.625000 Penalty: 4776.954590
	Iteration 23Q: 3 clusters Score -1796994 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1797045.250000 Penalty: 4776.954590
	Iteration 24Q: 3 clusters Score -1797045 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1797095.250000 Penalty: 4776.954590
	Iteration 25Q: 3 clusters Score -1797095 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1797144.125000 Penalty: 4776.954590
	Iteration 26Q: 3 clusters Score -1797144 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1797178.625000 Penalty: 4776.954590
	Iteration 27Q: 3 clusters Score -1797179 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1797210.125000 Penalty: 4776.954590
	Iteration 28Q: 3 clusters Score -1797210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1797234.750000 Penalty: 4776.954590
	Iteration 29Q: 3 clusters Score -1797235 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1797250.875000 Penalty: 4776.954590
	Iteration 30Q: 3 clusters Score -1797251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1797269.500000 Penalty: 4776.954590
	Iteration 31Q: 3 clusters Score -1797270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1797285.500000 Penalty: 4776.954590
	Iteration 32Q: 3 clusters Score -1797286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1797297.000000 Penalty: 4776.954590
	Iteration 33Q: 3 clusters Score -1797297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1797309.875000 Penalty: 4776.954590
	Iteration 34Q: 3 clusters Score -1797310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1797334.500000 Penalty: 4776.954590
	Iteration 35Q: 3 clusters Score -1797334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1797358.000000 Penalty: 4776.954590
	Iteration 36Q: 3 clusters Score -1797358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1797378.625000 Penalty: 4776.954590
	Iteration 37Q: 3 clusters Score -1797379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1797391.125000 Penalty: 4776.954590
	Iteration 38Q: 3 clusters Score -1797391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1797401.500000 Penalty: 4776.954590
	Iteration 39Q: 3 clusters Score -1797402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1797412.750000 Penalty: 4776.954590
	Iteration 40F: 3 clusters Score -1797413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1797422.250000 Penalty: 4776.954590
	Iteration 41Q: 3 clusters Score -1797422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1797429.125000 Penalty: 4776.954590
	Iteration 42Q: 3 clusters Score -1797429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1797434.125000 Penalty: 4776.954590
	Iteration 43Q: 3 clusters Score -1797434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1797436.250000 Penalty: 4776.954590
	Iteration 44Q: 3 clusters Score -1797436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1797438.000000 Penalty: 4776.954590
	Iteration 45Q: 3 clusters Score -1797438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1797447.625000 Penalty: 4776.954590
	Iteration 46Q: 3 clusters Score -1797448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1797450.875000 Penalty: 4776.954590
	Iteration 47Q: 3 clusters Score -1797451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1797457.500000 Penalty: 4776.954590
	Iteration 48Q: 3 clusters Score -1797458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1797459.875000 Penalty: 4776.954590
	Iteration 49Q: 3 clusters Score -1797460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1797462.000000 Penalty: 4776.954590
	Iteration 50Q: 3 clusters Score -1797462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1797465.000000 Penalty: 4776.954590
	Iteration 51Q: 3 clusters Score -1797465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1797472.500000 Penalty: 4776.954590
	Iteration 52Q: 3 clusters Score -1797472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1797476.000000 Penalty: 4776.954590
	Iteration 53Q: 3 clusters Score -1797476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1797481.625000 Penalty: 4776.954590
	Iteration 54Q: 3 clusters Score -1797482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1797482.000000 Penalty: 4776.954590
	Iteration 55Q: 3 clusters Score -1797482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1797484.000000 Penalty: 4776.954590
	Iteration 56Q: 3 clusters Score -1797484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1797484.500000 Penalty: 4776.954590
	Iteration 57Q: 3 clusters Score -1797484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1797493.125000 Penalty: 4776.954590
	Iteration 58Q: 3 clusters Score -1797493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1797493.625000 Penalty: 4776.954590
	Iteration 59Q: 3 clusters Score -1797494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1797495.500000 Penalty: 4776.954590
	Iteration 60F: 3 clusters Score -1797496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1797498.125000 Penalty: 4776.954590
	Iteration 61Q: 3 clusters Score -1797498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1797499.125000 Penalty: 4776.954590
	Iteration 62Q: 3 clusters Score -1797499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1797502.250000 Penalty: 4776.954590
	Iteration 63Q: 3 clusters Score -1797502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1797503.625000 Penalty: 4776.954590
	Iteration 64Q: 3 clusters Score -1797504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1797502.875000 Penalty: 4776.954590
	Iteration 65Q: 3 clusters Score -1797503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1797506.125000 Penalty: 4776.954590
	Iteration 66Q: 3 clusters Score -1797506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1797506.750000 Penalty: 4776.954590
	Iteration 67Q: 3 clusters Score -1797507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1797507.250000 Penalty: 4776.954590
	Iteration 68Q: 3 clusters Score -1797507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1797508.125000 Penalty: 4776.954590
	Iteration 69Q: 3 clusters Score -1797508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1797509.875000 Penalty: 4776.954590
	Iteration 70Q: 3 clusters Score -1797510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1797511.375000 Penalty: 4776.954590
	Iteration 71Q: 3 clusters Score -1797511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1797513.250000 Penalty: 4776.954590
	Iteration 72Q: 3 clusters Score -1797513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1797514.125000 Penalty: 4776.954590
	Iteration 73Q: 3 clusters Score -1797514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1797513.625000 Penalty: 4776.954590
	Iteration 74Q: 3 clusters Score -1797514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1797514.625000 Penalty: 4776.954590
	Iteration 75Q: 3 clusters Score -1797515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1797514.625000 Penalty: 4776.954590
	Iteration 76F: 3 clusters Score -1797515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (184186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184186 members 
Entering Unmasked Estep 
Score: -21522186.000000 Penalty: 3006.677979
	Iteration 0F: 2 clusters Score -2.152219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92097 members 
Mstep: Class 2 contains 92089 members 
Entering Unmasked Estep 
Score: -21403376.000000 Penalty: 6013.355957
	Iteration 0F: 3 clusters Score -2.140338e+07 nChanged 88372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 92105 members 
Entering Unmasked Estep 
Score: -21454426.000000 Penalty: 6013.355957
	Iteration 1F: 3 clusters Score -2.145443e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92220 members 
Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
Score: -21455446.000000 Penalty: 6013.355957
	Iteration 2Q: 3 clusters Score -2.145545e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 91825 members 
Entering Unmasked Estep 
Score: -21456316.000000 Penalty: 6013.355957
	Iteration 3Q: 3 clusters Score -2.145632e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 91680 members 
Entering Unmasked Estep 
Score: -21457774.000000 Penalty: 6013.355957
	Iteration 4Q: 3 clusters Score -2.145777e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 91599 members 
Entering Unmasked Estep 
Score: -21460086.000000 Penalty: 6013.355957
	Iteration 5Q: 3 clusters Score -2.146009e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92397 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -21463126.000000 Penalty: 6013.355957
	Iteration 6Q: 3 clusters Score -2.146313e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 92613 members 
Entering Unmasked Estep 
Score: -21467458.000000 Penalty: 6013.355957
	Iteration 7Q: 3 clusters Score -2.146746e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 94386 members 
Entering Unmasked Estep 
Score: -21473308.000000 Penalty: 6013.355957
	Iteration 8F: 3 clusters Score -2.147331e+07 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86837 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -21480816.000000 Penalty: 6013.355957
	Iteration 9F: 3 clusters Score -2.148082e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 101368 members 
Entering Unmasked Estep 
Score: -21489716.000000 Penalty: 6013.355957
	Iteration 10F: 3 clusters Score -2.148972e+07 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -21497654.000000 Penalty: 6013.355957
	Iteration 11F: 3 clusters Score -2.149765e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 109172 members 
Entering Unmasked Estep 
Score: -21502568.000000 Penalty: 6013.355957
	Iteration 12Q: 3 clusters Score -2.150257e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 112245 members 
Entering Unmasked Estep 
Score: -21504778.000000 Penalty: 6013.355957
	Iteration 13Q: 3 clusters Score -2.150478e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 2 contains 115192 members 
Entering Unmasked Estep 
Score: -21506298.000000 Penalty: 6013.355957
	Iteration 14Q: 3 clusters Score -2.15063e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 118154 members 
Entering Unmasked Estep 
Score: -21507736.000000 Penalty: 6013.355957
	Iteration 15Q: 3 clusters Score -2.150774e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 121048 members 
Entering Unmasked Estep 
Score: -21508970.000000 Penalty: 6013.355957
	Iteration 16Q: 3 clusters Score -2.150897e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 123858 members 
Entering Unmasked Estep 
Score: -21510110.000000 Penalty: 6013.355957
	Iteration 17Q: 3 clusters Score -2.151011e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 126568 members 
Entering Unmasked Estep 
Score: -21511066.000000 Penalty: 6013.355957
	Iteration 18Q: 3 clusters Score -2.151107e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 129158 members 
Entering Unmasked Estep 
Score: -21511916.000000 Penalty: 6013.355957
	Iteration 19Q: 3 clusters Score -2.151192e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 131547 members 
Entering Unmasked Estep 
Score: -21512700.000000 Penalty: 6013.355957
	Iteration 20F: 3 clusters Score -2.15127e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 133790 members 
Entering Unmasked Estep 
Score: -21513258.000000 Penalty: 6013.355957
	Iteration 21Q: 3 clusters Score -2.151326e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 136005 members 
Entering Unmasked Estep 
Score: -21513942.000000 Penalty: 6013.355957
	Iteration 22Q: 3 clusters Score -2.151394e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 138109 members 
Entering Unmasked Estep 
Score: -21514504.000000 Penalty: 6013.355957
	Iteration 23Q: 3 clusters Score -2.15145e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 140254 members 
Entering Unmasked Estep 
Score: -21514984.000000 Penalty: 6013.355957
	Iteration 24Q: 3 clusters Score -2.151498e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 142380 members 
Entering Unmasked Estep 
Score: -21515494.000000 Penalty: 6013.355957
	Iteration 25Q: 3 clusters Score -2.151549e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 144485 members 
Entering Unmasked Estep 
Score: -21515920.000000 Penalty: 6013.355957
	Iteration 26Q: 3 clusters Score -2.151592e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 146531 members 
Entering Unmasked Estep 
Score: -21516210.000000 Penalty: 6013.355957
	Iteration 27Q: 3 clusters Score -2.151621e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 148529 members 
Entering Unmasked Estep 
Score: -21516506.000000 Penalty: 6013.355957
	Iteration 28Q: 3 clusters Score -2.151651e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 150438 members 
Entering Unmasked Estep 
Score: -21516854.000000 Penalty: 6013.355957
	Iteration 29Q: 3 clusters Score -2.151685e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 152286 members 
Entering Unmasked Estep 
Score: -21517246.000000 Penalty: 6013.355957
	Iteration 30Q: 3 clusters Score -2.151725e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 154036 members 
Entering Unmasked Estep 
Score: -21517596.000000 Penalty: 6013.355957
	Iteration 31Q: 3 clusters Score -2.15176e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 155758 members 
Entering Unmasked Estep 
Score: -21517984.000000 Penalty: 6013.355957
	Iteration 32Q: 3 clusters Score -2.151798e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 157365 members 
Entering Unmasked Estep 
Score: -21518302.000000 Penalty: 6013.355957
	Iteration 33Q: 3 clusters Score -2.15183e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 158875 members 
Entering Unmasked Estep 
Score: -21518594.000000 Penalty: 6013.355957
	Iteration 34Q: 3 clusters Score -2.151859e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 160357 members 
Entering Unmasked Estep 
Score: -21518776.000000 Penalty: 6013.355957
	Iteration 35Q: 3 clusters Score -2.151878e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 161718 members 
Entering Unmasked Estep 
Score: -21519082.000000 Penalty: 6013.355957
	Iteration 36Q: 3 clusters Score -2.151908e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 163040 members 
Entering Unmasked Estep 
Score: -21519310.000000 Penalty: 6013.355957
	Iteration 37Q: 3 clusters Score -2.151931e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 164264 members 
Entering Unmasked Estep 
Score: -21519566.000000 Penalty: 6013.355957
	Iteration 38Q: 3 clusters Score -2.151957e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 165398 members 
Entering Unmasked Estep 
Score: -21519678.000000 Penalty: 6013.355957
	Iteration 39Q: 3 clusters Score -2.151968e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 166466 members 
Entering Unmasked Estep 
Score: -21519798.000000 Penalty: 6013.355957
	Iteration 40F: 3 clusters Score -2.15198e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 167474 members 
Entering Unmasked Estep 
Score: -21519914.000000 Penalty: 6013.355957
	Iteration 41Q: 3 clusters Score -2.151991e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 168432 members 
Entering Unmasked Estep 
Score: -21519998.000000 Penalty: 6013.355957
	Iteration 42Q: 3 clusters Score -2.152e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 169350 members 
Entering Unmasked Estep 
Score: -21520122.000000 Penalty: 6013.355957
	Iteration 43Q: 3 clusters Score -2.152012e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 170214 members 
Entering Unmasked Estep 
Score: -21520236.000000 Penalty: 6013.355957
	Iteration 44Q: 3 clusters Score -2.152024e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 170961 members 
Entering Unmasked Estep 
Score: -21520326.000000 Penalty: 6013.355957
	Iteration 45Q: 3 clusters Score -2.152033e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 171664 members 
Entering Unmasked Estep 
Score: -21520472.000000 Penalty: 6013.355957
	Iteration 46Q: 3 clusters Score -2.152047e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 172352 members 
Entering Unmasked Estep 
Score: -21520608.000000 Penalty: 6013.355957
	Iteration 47Q: 3 clusters Score -2.152061e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 172977 members 
Entering Unmasked Estep 
Score: -21520682.000000 Penalty: 6013.355957
	Iteration 48Q: 3 clusters Score -2.152068e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 173548 members 
Entering Unmasked Estep 
Score: -21520716.000000 Penalty: 6013.355957
	Iteration 49Q: 3 clusters Score -2.152072e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 174085 members 
Entering Unmasked Estep 
Score: -21520822.000000 Penalty: 6013.355957
	Iteration 50Q: 3 clusters Score -2.152082e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 174564 members 
Entering Unmasked Estep 
Score: -21520912.000000 Penalty: 6013.355957
	Iteration 51Q: 3 clusters Score -2.152091e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 174995 members 
Entering Unmasked Estep 
Score: -21520868.000000 Penalty: 6013.355957
	Iteration 52Q: 3 clusters Score -2.152087e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 175356 members 
Entering Unmasked Estep 
Score: -21520902.000000 Penalty: 6013.355957
	Iteration 53Q: 3 clusters Score -2.15209e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 175688 members 
Entering Unmasked Estep 
Score: -21520978.000000 Penalty: 6013.355957
	Iteration 54Q: 3 clusters Score -2.152098e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 175956 members 
Entering Unmasked Estep 
Score: -21521040.000000 Penalty: 6013.355957
	Iteration 55Q: 3 clusters Score -2.152104e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 176188 members 
Entering Unmasked Estep 
Score: -21521064.000000 Penalty: 6013.355957
	Iteration 56Q: 3 clusters Score -2.152106e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 176416 members 
Entering Unmasked Estep 
Score: -21521088.000000 Penalty: 6013.355957
	Iteration 57Q: 3 clusters Score -2.152109e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 176619 members 
Entering Unmasked Estep 
Score: -21521088.000000 Penalty: 6013.355957
	Iteration 58Q: 3 clusters Score -2.152109e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 176808 members 
Entering Unmasked Estep 
Score: -21521162.000000 Penalty: 6013.355957
	Iteration 59Q: 3 clusters Score -2.152116e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 176983 members 
Entering Unmasked Estep 
Score: -21521138.000000 Penalty: 6013.355957
	Iteration 60F: 3 clusters Score -2.152114e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 177119 members 
Entering Unmasked Estep 
Score: -21521160.000000 Penalty: 6013.355957
	Iteration 61Q: 3 clusters Score -2.152116e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 177249 members 
Entering Unmasked Estep 
Score: -21521156.000000 Penalty: 6013.355957
	Iteration 62Q: 3 clusters Score -2.152116e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 177373 members 
Entering Unmasked Estep 
Score: -21521182.000000 Penalty: 6013.355957
	Iteration 63Q: 3 clusters Score -2.152118e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 177489 members 
Entering Unmasked Estep 
Score: -21521154.000000 Penalty: 6013.355957
	Iteration 64Q: 3 clusters Score -2.152115e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 177594 members 
Entering Unmasked Estep 
Score: -21521134.000000 Penalty: 6013.355957
	Iteration 65Q: 3 clusters Score -2.152113e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 177698 members 
Entering Unmasked Estep 
Score: -21521110.000000 Penalty: 6013.355957
	Iteration 66Q: 3 clusters Score -2.152111e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 177788 members 
Entering Unmasked Estep 
Score: -21521132.000000 Penalty: 6013.355957
	Iteration 67Q: 3 clusters Score -2.152113e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 177869 members 
Entering Unmasked Estep 
Score: -21521170.000000 Penalty: 6013.355957
	Iteration 68Q: 3 clusters Score -2.152117e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 177937 members 
Entering Unmasked Estep 
Score: -21521164.000000 Penalty: 6013.355957
	Iteration 69Q: 3 clusters Score -2.152116e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 178006 members 
Entering Unmasked Estep 
Score: -21521130.000000 Penalty: 6013.355957
	Iteration 70Q: 3 clusters Score -2.152113e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 178073 members 
Entering Unmasked Estep 
Score: -21521154.000000 Penalty: 6013.355957
	Iteration 71Q: 3 clusters Score -2.152115e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 178143 members 
Entering Unmasked Estep 
Score: -21521172.000000 Penalty: 6013.355957
	Iteration 72Q: 3 clusters Score -2.152117e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 178219 members 
Entering Unmasked Estep 
Score: -21521192.000000 Penalty: 6013.355957
	Iteration 73Q: 3 clusters Score -2.152119e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 178284 members 
Entering Unmasked Estep 
Score: -21521192.000000 Penalty: 6013.355957
	Iteration 74Q: 3 clusters Score -2.152119e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 178336 members 
Entering Unmasked Estep 
Score: -21521204.000000 Penalty: 6013.355957
	Iteration 75Q: 3 clusters Score -2.15212e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 178391 members 
Entering Unmasked Estep 
Score: -21521188.000000 Penalty: 6013.355957
	Iteration 76Q: 3 clusters Score -2.152119e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 178425 members 
Entering Unmasked Estep 
Score: -21521218.000000 Penalty: 6013.355957
	Iteration 77Q: 3 clusters Score -2.152122e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 178457 members 
Entering Unmasked Estep 
Score: -21521222.000000 Penalty: 6013.355957
	Iteration 78Q: 3 clusters Score -2.152122e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 178482 members 
Entering Unmasked Estep 
Score: -21521220.000000 Penalty: 6013.355957
	Iteration 79Q: 3 clusters Score -2.152122e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 178514 members 
Entering Unmasked Estep 
Score: -21521188.000000 Penalty: 6013.355957
	Iteration 80F: 3 clusters Score -2.152119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 178549 members 
Entering Unmasked Estep 
Score: -21521200.000000 Penalty: 6013.355957
	Iteration 81Q: 3 clusters Score -2.15212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 178581 members 
Entering Unmasked Estep 
Score: -21521200.000000 Penalty: 6013.355957
	Iteration 82Q: 3 clusters Score -2.15212e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 178613 members 
Entering Unmasked Estep 
Score: -21521222.000000 Penalty: 6013.355957
	Iteration 83Q: 3 clusters Score -2.152122e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 178635 members 
Entering Unmasked Estep 
Score: -21521212.000000 Penalty: 6013.355957
	Iteration 84Q: 3 clusters Score -2.152121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 178653 members 
Entering Unmasked Estep 
Score: -21521242.000000 Penalty: 6013.355957
	Iteration 85Q: 3 clusters Score -2.152124e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 178674 members 
Entering Unmasked Estep 
Score: -21521240.000000 Penalty: 6013.355957
	Iteration 86Q: 3 clusters Score -2.152124e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 178699 members 
Entering Unmasked Estep 
Score: -21521242.000000 Penalty: 6013.355957
	Iteration 87Q: 3 clusters Score -2.152124e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 178718 members 
Entering Unmasked Estep 
Score: -21521256.000000 Penalty: 6013.355957
	Iteration 88Q: 3 clusters Score -2.152126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 178738 members 
Entering Unmasked Estep 
Score: -21521256.000000 Penalty: 6013.355957
	Iteration 89Q: 3 clusters Score -2.152126e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 178762 members 
Entering Unmasked Estep 
Score: -21521256.000000 Penalty: 6013.355957
	Iteration 90Q: 3 clusters Score -2.152126e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 178784 members 
Entering Unmasked Estep 
Score: -21521256.000000 Penalty: 6013.355957
	Iteration 91Q: 3 clusters Score -2.152126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 178804 members 
Entering Unmasked Estep 
Score: -21521232.000000 Penalty: 6013.355957
	Iteration 92Q: 3 clusters Score -2.152123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 178822 members 
Entering Unmasked Estep 
Score: -21521208.000000 Penalty: 6013.355957
	Iteration 93Q: 3 clusters Score -2.152121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 178841 members 
Entering Unmasked Estep 
Score: -21521208.000000 Penalty: 6013.355957
	Iteration 94Q: 3 clusters Score -2.152121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 178853 members 
Entering Unmasked Estep 
Score: -21521238.000000 Penalty: 6013.355957
	Iteration 95Q: 3 clusters Score -2.152124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 178858 members 
Entering Unmasked Estep 
Score: -21521232.000000 Penalty: 6013.355957
	Iteration 96Q: 3 clusters Score -2.152123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 178866 members 
Entering Unmasked Estep 
Score: -21521234.000000 Penalty: 6013.355957
	Iteration 97Q: 3 clusters Score -2.152123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 178872 members 
Entering Unmasked Estep 
Score: -21521226.000000 Penalty: 6013.355957
	Iteration 98Q: 3 clusters Score -2.152123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 178877 members 
Entering Unmasked Estep 
Score: -21521240.000000 Penalty: 6013.355957
	Iteration 99Q: 3 clusters Score -2.152124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 178881 members 
Entering Unmasked Estep 
Score: -21521244.000000 Penalty: 6013.355957
	Iteration 100F: 3 clusters Score -2.152124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 178885 members 
Entering Unmasked Estep 
Score: -21521252.000000 Penalty: 6013.355957
	Iteration 101Q: 3 clusters Score -2.152125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 178890 members 
Entering Unmasked Estep 
Score: -21521248.000000 Penalty: 6013.355957
	Iteration 102Q: 3 clusters Score -2.152125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 178898 members 
Entering Unmasked Estep 
Score: -21521248.000000 Penalty: 6013.355957
	Iteration 103Q: 3 clusters Score -2.152125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 178907 members 
Entering Unmasked Estep 
Score: -21521248.000000 Penalty: 6013.355957
	Iteration 104Q: 3 clusters Score -2.152125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 178915 members 
Entering Unmasked Estep 
Score: -21521234.000000 Penalty: 6013.355957
	Iteration 105Q: 3 clusters Score -2.152123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 178920 members 
Entering Unmasked Estep 
Score: -21521242.000000 Penalty: 6013.355957
	Iteration 106Q: 3 clusters Score -2.152124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 178924 members 
Entering Unmasked Estep 
Score: -21521246.000000 Penalty: 6013.355957
	Iteration 107Q: 3 clusters Score -2.152125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 178926 members 
Entering Unmasked Estep 
Score: -21521214.000000 Penalty: 6013.355957
	Iteration 108Q: 3 clusters Score -2.152121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 178927 members 
Entering Unmasked Estep 
Score: -21521226.000000 Penalty: 6013.355957
	Iteration 109Q: 3 clusters Score -2.152123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 178930 members 
Entering Unmasked Estep 
Score: -21521216.000000 Penalty: 6013.355957
	Iteration 110Q: 3 clusters Score -2.152122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 178930 members 
Entering Unmasked Estep 
Score: -21521216.000000 Penalty: 6013.355957
	Iteration 111F: 3 clusters Score -2.152122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (267792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267792 members 
Entering Unmasked Estep 
Score: -31001778.000000 Penalty: 3099.495605
	Iteration 0F: 2 clusters Score -3.100178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133731 members 
Mstep: Class 2 contains 134061 members 
Entering Unmasked Estep 
Score: -30836380.000000 Penalty: 6198.991211
	Iteration 0F: 3 clusters Score -3.083638e+07 nChanged 129513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132614 members 
Mstep: Class 2 contains 135178 members 
Entering Unmasked Estep 
Score: -30912072.000000 Penalty: 6198.991211
	Iteration 1F: 3 clusters Score -3.091207e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131726 members 
Mstep: Class 2 contains 136066 members 
Entering Unmasked Estep 
Score: -30913092.000000 Penalty: 6198.991211
	Iteration 2Q: 3 clusters Score -3.091309e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130413 members 
Mstep: Class 2 contains 137379 members 
Entering Unmasked Estep 
Score: -30914532.000000 Penalty: 6198.991211
	Iteration 3Q: 3 clusters Score -3.091453e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128452 members 
Mstep: Class 2 contains 139340 members 
Entering Unmasked Estep 
Score: -30916438.000000 Penalty: 6198.991211
	Iteration 4Q: 3 clusters Score -3.091644e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125539 members 
Mstep: Class 2 contains 142253 members 
Entering Unmasked Estep 
Score: -30918944.000000 Penalty: 6198.991211
	Iteration 5Q: 3 clusters Score -3.091894e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121551 members 
Mstep: Class 2 contains 146241 members 
Entering Unmasked Estep 
Score: -30922822.000000 Penalty: 6198.991211
	Iteration 6Q: 3 clusters Score -3.092282e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116158 members 
Mstep: Class 2 contains 151634 members 
Entering Unmasked Estep 
Score: -30927876.000000 Penalty: 6198.991211
	Iteration 7Q: 3 clusters Score -3.092788e+07 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109131 members 
Mstep: Class 2 contains 158661 members 
Entering Unmasked Estep 
Score: -30934944.000000 Penalty: 6198.991211
	Iteration 8Q: 3 clusters Score -3.093494e+07 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100386 members 
Mstep: Class 2 contains 167406 members 
Entering Unmasked Estep 
Score: -30943810.000000 Penalty: 6198.991211
	Iteration 9F: 3 clusters Score -3.094381e+07 nChanged 15530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 176656 members 
Entering Unmasked Estep 
Score: -30953842.000000 Penalty: 6198.991211
	Iteration 10F: 3 clusters Score -3.095384e+07 nChanged 15188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 185132 members 
Entering Unmasked Estep 
Score: -30963038.000000 Penalty: 6198.991211
	Iteration 11F: 3 clusters Score -3.096304e+07 nChanged 13548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 191712 members 
Entering Unmasked Estep 
Score: -30969800.000000 Penalty: 6198.991211
	Iteration 12F: 3 clusters Score -3.09698e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 196373 members 
Entering Unmasked Estep 
Score: -30974050.000000 Penalty: 6198.991211
	Iteration 13Q: 3 clusters Score -3.097405e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 200080 members 
Entering Unmasked Estep 
Score: -30976644.000000 Penalty: 6198.991211
	Iteration 14Q: 3 clusters Score -3.097664e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 203065 members 
Entering Unmasked Estep 
Score: -30977896.000000 Penalty: 6198.991211
	Iteration 15Q: 3 clusters Score -3.09779e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 205707 members 
Entering Unmasked Estep 
Score: -30978458.000000 Penalty: 6198.991211
	Iteration 16Q: 3 clusters Score -3.097846e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 208173 members 
Entering Unmasked Estep 
Score: -30978960.000000 Penalty: 6198.991211
	Iteration 17Q: 3 clusters Score -3.097896e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 210503 members 
Entering Unmasked Estep 
Score: -30979378.000000 Penalty: 6198.991211
	Iteration 18Q: 3 clusters Score -3.097938e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 212820 members 
Entering Unmasked Estep 
Score: -30979626.000000 Penalty: 6198.991211
	Iteration 19Q: 3 clusters Score -3.097963e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 215005 members 
Entering Unmasked Estep 
Score: -30979836.000000 Penalty: 6198.991211
	Iteration 20F: 3 clusters Score -3.097984e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 217082 members 
Entering Unmasked Estep 
Score: -30980234.000000 Penalty: 6198.991211
	Iteration 21Q: 3 clusters Score -3.098023e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 219157 members 
Entering Unmasked Estep 
Score: -30980494.000000 Penalty: 6198.991211
	Iteration 22Q: 3 clusters Score -3.098049e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 221199 members 
Entering Unmasked Estep 
Score: -30980914.000000 Penalty: 6198.991211
	Iteration 23Q: 3 clusters Score -3.098091e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 223175 members 
Entering Unmasked Estep 
Score: -30981086.000000 Penalty: 6198.991211
	Iteration 24Q: 3 clusters Score -3.098109e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 225105 members 
Entering Unmasked Estep 
Score: -30981340.000000 Penalty: 6198.991211
	Iteration 25Q: 3 clusters Score -3.098134e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 227004 members 
Entering Unmasked Estep 
Score: -30981766.000000 Penalty: 6198.991211
	Iteration 26Q: 3 clusters Score -3.098177e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 228856 members 
Entering Unmasked Estep 
Score: -30982256.000000 Penalty: 6198.991211
	Iteration 27Q: 3 clusters Score -3.098226e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 230701 members 
Entering Unmasked Estep 
Score: -30982884.000000 Penalty: 6198.991211
	Iteration 28Q: 3 clusters Score -3.098288e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 232578 members 
Entering Unmasked Estep 
Score: -30983288.000000 Penalty: 6198.991211
	Iteration 29Q: 3 clusters Score -3.098329e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 234534 members 
Entering Unmasked Estep 
Score: -30983948.000000 Penalty: 6198.991211
	Iteration 30Q: 3 clusters Score -3.098395e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 236533 members 
Entering Unmasked Estep 
Score: -30984566.000000 Penalty: 6198.991211
	Iteration 31Q: 3 clusters Score -3.098457e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 238542 members 
Entering Unmasked Estep 
Score: -30985216.000000 Penalty: 6198.991211
	Iteration 32Q: 3 clusters Score -3.098522e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 240501 members 
Entering Unmasked Estep 
Score: -30985850.000000 Penalty: 6198.991211
	Iteration 33Q: 3 clusters Score -3.098585e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 242330 members 
Entering Unmasked Estep 
Score: -30986308.000000 Penalty: 6198.991211
	Iteration 34Q: 3 clusters Score -3.098631e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 244195 members 
Entering Unmasked Estep 
Score: -30986982.000000 Penalty: 6198.991211
	Iteration 35Q: 3 clusters Score -3.098698e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 245983 members 
Entering Unmasked Estep 
Score: -30987848.000000 Penalty: 6198.991211
	Iteration 36Q: 3 clusters Score -3.098785e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 247671 members 
Entering Unmasked Estep 
Score: -30988458.000000 Penalty: 6198.991211
	Iteration 37Q: 3 clusters Score -3.098846e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 249301 members 
Entering Unmasked Estep 
Score: -30989200.000000 Penalty: 6198.991211
	Iteration 38Q: 3 clusters Score -3.09892e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 250892 members 
Entering Unmasked Estep 
Score: -30989916.000000 Penalty: 6198.991211
	Iteration 39Q: 3 clusters Score -3.098992e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 252454 members 
Entering Unmasked Estep 
Score: -30990962.000000 Penalty: 6198.991211
	Iteration 40F: 3 clusters Score -3.099096e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 253940 members 
Entering Unmasked Estep 
Score: -30991766.000000 Penalty: 6198.991211
	Iteration 41Q: 3 clusters Score -3.099177e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 255314 members 
Entering Unmasked Estep 
Score: -30992482.000000 Penalty: 6198.991211
	Iteration 42Q: 3 clusters Score -3.099248e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 256569 members 
Entering Unmasked Estep 
Score: -30993152.000000 Penalty: 6198.991211
	Iteration 43Q: 3 clusters Score -3.099315e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 257739 members 
Entering Unmasked Estep 
Score: -30993762.000000 Penalty: 6198.991211
	Iteration 44Q: 3 clusters Score -3.099376e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 258861 members 
Entering Unmasked Estep 
Score: -30994430.000000 Penalty: 6198.991211
	Iteration 45Q: 3 clusters Score -3.099443e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 259841 members 
Entering Unmasked Estep 
Score: -30995036.000000 Penalty: 6198.991211
	Iteration 46Q: 3 clusters Score -3.099504e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 260705 members 
Entering Unmasked Estep 
Score: -30995548.000000 Penalty: 6198.991211
	Iteration 47Q: 3 clusters Score -3.099555e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 261470 members 
Entering Unmasked Estep 
Score: -30995968.000000 Penalty: 6198.991211
	Iteration 48Q: 3 clusters Score -3.099597e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 262120 members 
Entering Unmasked Estep 
Score: -30996346.000000 Penalty: 6198.991211
	Iteration 49Q: 3 clusters Score -3.099635e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 262709 members 
Entering Unmasked Estep 
Score: -30996772.000000 Penalty: 6198.991211
	Iteration 50Q: 3 clusters Score -3.099677e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 263207 members 
Entering Unmasked Estep 
Score: -30997122.000000 Penalty: 6198.991211
	Iteration 51Q: 3 clusters Score -3.099712e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 263610 members 
Entering Unmasked Estep 
Score: -30997296.000000 Penalty: 6198.991211
	Iteration 52Q: 3 clusters Score -3.09973e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 263957 members 
Entering Unmasked Estep 
Score: -30997470.000000 Penalty: 6198.991211
	Iteration 53Q: 3 clusters Score -3.099747e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 264243 members 
Entering Unmasked Estep 
Score: -30997656.000000 Penalty: 6198.991211
	Iteration 54Q: 3 clusters Score -3.099766e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 264503 members 
Entering Unmasked Estep 
Score: -30997844.000000 Penalty: 6198.991211
	Iteration 55Q: 3 clusters Score -3.099784e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 264732 members 
Entering Unmasked Estep 
Score: -30998070.000000 Penalty: 6198.991211
	Iteration 56Q: 3 clusters Score -3.099807e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 264920 members 
Entering Unmasked Estep 
Score: -30998206.000000 Penalty: 6198.991211
	Iteration 57Q: 3 clusters Score -3.099821e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 265098 members 
Entering Unmasked Estep 
Score: -30998316.000000 Penalty: 6198.991211
	Iteration 58Q: 3 clusters Score -3.099832e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 265239 members 
Entering Unmasked Estep 
Score: -30998402.000000 Penalty: 6198.991211
	Iteration 59Q: 3 clusters Score -3.09984e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 265359 members 
Entering Unmasked Estep 
Score: -30998460.000000 Penalty: 6198.991211
	Iteration 60F: 3 clusters Score -3.099846e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 265463 members 
Entering Unmasked Estep 
Score: -30998586.000000 Penalty: 6198.991211
	Iteration 61Q: 3 clusters Score -3.099859e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 265552 members 
Entering Unmasked Estep 
Score: -30998684.000000 Penalty: 6198.991211
	Iteration 62Q: 3 clusters Score -3.099868e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 265632 members 
Entering Unmasked Estep 
Score: -30998776.000000 Penalty: 6198.991211
	Iteration 63Q: 3 clusters Score -3.099878e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 265710 members 
Entering Unmasked Estep 
Score: -30998852.000000 Penalty: 6198.991211
	Iteration 64Q: 3 clusters Score -3.099885e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 265774 members 
Entering Unmasked Estep 
Score: -30998906.000000 Penalty: 6198.991211
	Iteration 65Q: 3 clusters Score -3.099891e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 265822 members 
Entering Unmasked Estep 
Score: -30998984.000000 Penalty: 6198.991211
	Iteration 66Q: 3 clusters Score -3.099898e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 265853 members 
Entering Unmasked Estep 
Score: -30999036.000000 Penalty: 6198.991211
	Iteration 67Q: 3 clusters Score -3.099904e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 265895 members 
Entering Unmasked Estep 
Score: -30999102.000000 Penalty: 6198.991211
	Iteration 68Q: 3 clusters Score -3.09991e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 265919 members 
Entering Unmasked Estep 
Score: -30999154.000000 Penalty: 6198.991211
	Iteration 69Q: 3 clusters Score -3.099915e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 265944 members 
Entering Unmasked Estep 
Score: -30999214.000000 Penalty: 6198.991211
	Iteration 70Q: 3 clusters Score -3.099921e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 265961 members 
Entering Unmasked Estep 
Score: -30999244.000000 Penalty: 6198.991211
	Iteration 71Q: 3 clusters Score -3.099924e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 265974 members 
Entering Unmasked Estep 
Score: -30999294.000000 Penalty: 6198.991211
	Iteration 72Q: 3 clusters Score -3.099929e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 265990 members 
Entering Unmasked Estep 
Score: -30999340.000000 Penalty: 6198.991211
	Iteration 73Q: 3 clusters Score -3.099934e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 265987 members 
Entering Unmasked Estep 
Score: -30999334.000000 Penalty: 6198.991211
	Iteration 74Q: 3 clusters Score -3.099933e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 265986 members 
Entering Unmasked Estep 
Score: -30999344.000000 Penalty: 6198.991211
	Iteration 75Q: 3 clusters Score -3.099934e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 265999 members 
Entering Unmasked Estep 
Score: -30999376.000000 Penalty: 6198.991211
	Iteration 76Q: 3 clusters Score -3.099938e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 266005 members 
Entering Unmasked Estep 
Score: -30999352.000000 Penalty: 6198.991211
	Iteration 77Q: 3 clusters Score -3.099935e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 266015 members 
Entering Unmasked Estep 
Score: -30999362.000000 Penalty: 6198.991211
	Iteration 78Q: 3 clusters Score -3.099936e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 266020 members 
Entering Unmasked Estep 
Score: -30999370.000000 Penalty: 6198.991211
	Iteration 79Q: 3 clusters Score -3.099937e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 266016 members 
Entering Unmasked Estep 
Score: -30999382.000000 Penalty: 6198.991211
	Iteration 80F: 3 clusters Score -3.099938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 266008 members 
Entering Unmasked Estep 
Score: -30999408.000000 Penalty: 6198.991211
	Iteration 81Q: 3 clusters Score -3.099941e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 266006 members 
Entering Unmasked Estep 
Score: -30999422.000000 Penalty: 6198.991211
	Iteration 82Q: 3 clusters Score -3.099942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 266011 members 
Entering Unmasked Estep 
Score: -30999450.000000 Penalty: 6198.991211
	Iteration 83Q: 3 clusters Score -3.099945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 266009 members 
Entering Unmasked Estep 
Score: -30999436.000000 Penalty: 6198.991211
	Iteration 84Q: 3 clusters Score -3.099944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 266007 members 
Entering Unmasked Estep 
Score: -30999428.000000 Penalty: 6198.991211
	Iteration 85Q: 3 clusters Score -3.099943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 266003 members 
Entering Unmasked Estep 
Score: -30999442.000000 Penalty: 6198.991211
	Iteration 86Q: 3 clusters Score -3.099944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 266002 members 
Entering Unmasked Estep 
Score: -30999420.000000 Penalty: 6198.991211
	Iteration 87Q: 3 clusters Score -3.099942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 266006 members 
Entering Unmasked Estep 
Score: -30999432.000000 Penalty: 6198.991211
	Iteration 88Q: 3 clusters Score -3.099943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 266011 members 
Entering Unmasked Estep 
Score: -30999482.000000 Penalty: 6198.991211
	Iteration 89Q: 3 clusters Score -3.099948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 266009 members 
Entering Unmasked Estep 
Score: -30999464.000000 Penalty: 6198.991211
	Iteration 90Q: 3 clusters Score -3.099946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 266013 members 
Entering Unmasked Estep 
Score: -30999468.000000 Penalty: 6198.991211
	Iteration 91Q: 3 clusters Score -3.099947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 266015 members 
Entering Unmasked Estep 
Score: -30999458.000000 Penalty: 6198.991211
	Iteration 92Q: 3 clusters Score -3.099946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 266013 members 
Entering Unmasked Estep 
Score: -30999462.000000 Penalty: 6198.991211
	Iteration 93Q: 3 clusters Score -3.099946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 266015 members 
Entering Unmasked Estep 
Score: -30999452.000000 Penalty: 6198.991211
	Iteration 94Q: 3 clusters Score -3.099945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 266015 members 
Entering Unmasked Estep 
Score: -30999468.000000 Penalty: 6198.991211
	Iteration 95Q: 3 clusters Score -3.099947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 266011 members 
Entering Unmasked Estep 
Score: -30999464.000000 Penalty: 6198.991211
	Iteration 96Q: 3 clusters Score -3.099946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 266016 members 
Entering Unmasked Estep 
Score: -30999452.000000 Penalty: 6198.991211
	Iteration 97Q: 3 clusters Score -3.099945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 266015 members 
Entering Unmasked Estep 
Score: -30999472.000000 Penalty: 6198.991211
	Iteration 98Q: 3 clusters Score -3.099947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 266018 members 
Entering Unmasked Estep 
Score: -30999480.000000 Penalty: 6198.991211
	Iteration 99Q: 3 clusters Score -3.099948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 266019 members 
Entering Unmasked Estep 
Score: -30999494.000000 Penalty: 6198.991211
	Iteration 100F: 3 clusters Score -3.099949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 266017 members 
Entering Unmasked Estep 
Score: -30999478.000000 Penalty: 6198.991211
	Iteration 101Q: 3 clusters Score -3.099948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 266016 members 
Entering Unmasked Estep 
Score: -30999458.000000 Penalty: 6198.991211
	Iteration 102Q: 3 clusters Score -3.099946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 266017 members 
Entering Unmasked Estep 
Score: -30999462.000000 Penalty: 6198.991211
	Iteration 103Q: 3 clusters Score -3.099946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 266018 members 
Entering Unmasked Estep 
Score: -30999462.000000 Penalty: 6198.991211
	Iteration 104Q: 3 clusters Score -3.099946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 266016 members 
Entering Unmasked Estep 
Score: -30999482.000000 Penalty: 6198.991211
	Iteration 105Q: 3 clusters Score -3.099948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 266012 members 
Entering Unmasked Estep 
Score: -30999480.000000 Penalty: 6198.991211
	Iteration 106Q: 3 clusters Score -3.099948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 266010 members 
Entering Unmasked Estep 
Score: -30999468.000000 Penalty: 6198.991211
	Iteration 107Q: 3 clusters Score -3.099947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 266008 members 
Entering Unmasked Estep 
Score: -30999470.000000 Penalty: 6198.991211
	Iteration 108Q: 3 clusters Score -3.099947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 266008 members 
Entering Unmasked Estep 
Score: -30999480.000000 Penalty: 6198.991211
	Iteration 109Q: 3 clusters Score -3.099948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 266008 members 
Entering Unmasked Estep 
Score: -30999490.000000 Penalty: 6198.991211
	Iteration 110Q: 3 clusters Score -3.099949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 266004 members 
Entering Unmasked Estep 
Score: -30999484.000000 Penalty: 6198.991211
	Iteration 111Q: 3 clusters Score -3.099948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 266000 members 
Entering Unmasked Estep 
Score: -30999498.000000 Penalty: 6198.991211
	Iteration 112Q: 3 clusters Score -3.09995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 266002 members 
Entering Unmasked Estep 
Score: -30999504.000000 Penalty: 6198.991211
	Iteration 113Q: 3 clusters Score -3.09995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 265996 members 
Entering Unmasked Estep 
Score: -30999492.000000 Penalty: 6198.991211
	Iteration 114Q: 3 clusters Score -3.099949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 265994 members 
Entering Unmasked Estep 
Score: -30999500.000000 Penalty: 6198.991211
	Iteration 115Q: 3 clusters Score -3.09995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 265991 members 
Entering Unmasked Estep 
Score: -30999514.000000 Penalty: 6198.991211
	Iteration 116Q: 3 clusters Score -3.099951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 265988 members 
Entering Unmasked Estep 
Score: -30999506.000000 Penalty: 6198.991211
	Iteration 117Q: 3 clusters Score -3.099951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 265985 members 
Entering Unmasked Estep 
Score: -30999508.000000 Penalty: 6198.991211
	Iteration 118Q: 3 clusters Score -3.099951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 265985 members 
Entering Unmasked Estep 
Score: -30999514.000000 Penalty: 6198.991211
	Iteration 119Q: 3 clusters Score -3.099951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 265985 members 
Entering Unmasked Estep 
Score: -30999510.000000 Penalty: 6198.991211
	Iteration 120F: 3 clusters Score -3.099951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 265986 members 
Entering Unmasked Estep 
Score: -30999498.000000 Penalty: 6198.991211
	Iteration 121Q: 3 clusters Score -3.09995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 265988 members 
Entering Unmasked Estep 
Score: -30999482.000000 Penalty: 6198.991211
	Iteration 122Q: 3 clusters Score -3.099948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 265989 members 
Entering Unmasked Estep 
Score: -30999490.000000 Penalty: 6198.991211
	Iteration 123Q: 3 clusters Score -3.099949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 265990 members 
Entering Unmasked Estep 
Score: -30999496.000000 Penalty: 6198.991211
	Iteration 124Q: 3 clusters Score -3.09995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 265990 members 
Entering Unmasked Estep 
Score: -30999496.000000 Penalty: 6198.991211
	Iteration 125F: 3 clusters Score -3.09995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Entering Unmasked Estep 
Score: -1368885.500000 Penalty: 2324.875488
	Iteration 0F: 2 clusters Score -1368886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1360041.250000 Penalty: 4649.750977
	Iteration 0F: 3 clusters Score -1360041 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1362681.375000 Penalty: 4649.750977
	Iteration 1F: 3 clusters Score -1362681 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1362952.750000 Penalty: 4649.750977
	Iteration 2F: 3 clusters Score -1362953 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1363146.750000 Penalty: 4649.750977
	Iteration 3Q: 3 clusters Score -1363147 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1363291.875000 Penalty: 4649.750977
	Iteration 4Q: 3 clusters Score -1363292 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1363420.000000 Penalty: 4649.750977
	Iteration 5Q: 3 clusters Score -1363420 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1363525.000000 Penalty: 4649.750977
	Iteration 6Q: 3 clusters Score -1363525 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1363653.000000 Penalty: 4649.750977
	Iteration 7Q: 3 clusters Score -1363653 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1363788.500000 Penalty: 4649.750977
	Iteration 8Q: 3 clusters Score -1363788 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1363975.750000 Penalty: 4649.750977
	Iteration 9Q: 3 clusters Score -1363976 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1364202.750000 Penalty: 4649.750977
	Iteration 10Q: 3 clusters Score -1364203 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1364438.875000 Penalty: 4649.750977
	Iteration 11Q: 3 clusters Score -1364439 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1364700.375000 Penalty: 4649.750977
	Iteration 12Q: 3 clusters Score -1364700 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1364951.875000 Penalty: 4649.750977
	Iteration 13Q: 3 clusters Score -1364952 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1365183.000000 Penalty: 4649.750977
	Iteration 14Q: 3 clusters Score -1365183 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1365397.750000 Penalty: 4649.750977
	Iteration 15Q: 3 clusters Score -1365398 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1365562.000000 Penalty: 4649.750977
	Iteration 16Q: 3 clusters Score -1365562 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1365715.250000 Penalty: 4649.750977
	Iteration 17Q: 3 clusters Score -1365715 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1365823.750000 Penalty: 4649.750977
	Iteration 18Q: 3 clusters Score -1365824 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1365912.250000 Penalty: 4649.750977
	Iteration 19Q: 3 clusters Score -1365912 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1365986.375000 Penalty: 4649.750977
	Iteration 20F: 3 clusters Score -1365986 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1366053.625000 Penalty: 4649.750977
	Iteration 21Q: 3 clusters Score -1366054 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1366103.750000 Penalty: 4649.750977
	Iteration 22Q: 3 clusters Score -1366104 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1366153.500000 Penalty: 4649.750977
	Iteration 23Q: 3 clusters Score -1366154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1366197.875000 Penalty: 4649.750977
	Iteration 24Q: 3 clusters Score -1366198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1366233.250000 Penalty: 4649.750977
	Iteration 25Q: 3 clusters Score -1366233 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1366269.125000 Penalty: 4649.750977
	Iteration 26Q: 3 clusters Score -1366269 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1366307.625000 Penalty: 4649.750977
	Iteration 27Q: 3 clusters Score -1366308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1366349.375000 Penalty: 4649.750977
	Iteration 28Q: 3 clusters Score -1366349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1366384.875000 Penalty: 4649.750977
	Iteration 29Q: 3 clusters Score -1366385 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1366415.125000 Penalty: 4649.750977
	Iteration 30Q: 3 clusters Score -1366415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1366442.750000 Penalty: 4649.750977
	Iteration 31Q: 3 clusters Score -1366443 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1366468.000000 Penalty: 4649.750977
	Iteration 32Q: 3 clusters Score -1366468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1366491.375000 Penalty: 4649.750977
	Iteration 33Q: 3 clusters Score -1366491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1366522.875000 Penalty: 4649.750977
	Iteration 34Q: 3 clusters Score -1366523 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1366547.500000 Penalty: 4649.750977
	Iteration 35Q: 3 clusters Score -1366548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1366564.875000 Penalty: 4649.750977
	Iteration 36Q: 3 clusters Score -1366565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1366588.750000 Penalty: 4649.750977
	Iteration 37Q: 3 clusters Score -1366589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1366611.375000 Penalty: 4649.750977
	Iteration 38Q: 3 clusters Score -1366611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1366625.375000 Penalty: 4649.750977
	Iteration 39Q: 3 clusters Score -1366625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1366636.375000 Penalty: 4649.750977
	Iteration 40F: 3 clusters Score -1366636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1366650.375000 Penalty: 4649.750977
	Iteration 41Q: 3 clusters Score -1366650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1366664.500000 Penalty: 4649.750977
	Iteration 42Q: 3 clusters Score -1366664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1366682.500000 Penalty: 4649.750977
	Iteration 43Q: 3 clusters Score -1366682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1366695.000000 Penalty: 4649.750977
	Iteration 44Q: 3 clusters Score -1366695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1366712.250000 Penalty: 4649.750977
	Iteration 45Q: 3 clusters Score -1366712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1366727.125000 Penalty: 4649.750977
	Iteration 46Q: 3 clusters Score -1366727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1366745.125000 Penalty: 4649.750977
	Iteration 47Q: 3 clusters Score -1366745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1366757.125000 Penalty: 4649.750977
	Iteration 48Q: 3 clusters Score -1366757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1366764.250000 Penalty: 4649.750977
	Iteration 49Q: 3 clusters Score -1366764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1366777.125000 Penalty: 4649.750977
	Iteration 50Q: 3 clusters Score -1366777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1366783.500000 Penalty: 4649.750977
	Iteration 51Q: 3 clusters Score -1366784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1366789.250000 Penalty: 4649.750977
	Iteration 52Q: 3 clusters Score -1366789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1366796.625000 Penalty: 4649.750977
	Iteration 53Q: 3 clusters Score -1366797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1366807.000000 Penalty: 4649.750977
	Iteration 54Q: 3 clusters Score -1366807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1366815.500000 Penalty: 4649.750977
	Iteration 55Q: 3 clusters Score -1366816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1366829.375000 Penalty: 4649.750977
	Iteration 56Q: 3 clusters Score -1366829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1366840.000000 Penalty: 4649.750977
	Iteration 57Q: 3 clusters Score -1366840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1366849.875000 Penalty: 4649.750977
	Iteration 58Q: 3 clusters Score -1366850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1366855.750000 Penalty: 4649.750977
	Iteration 59Q: 3 clusters Score -1366856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1366863.375000 Penalty: 4649.750977
	Iteration 60F: 3 clusters Score -1366863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1366869.625000 Penalty: 4649.750977
	Iteration 61Q: 3 clusters Score -1366870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1366871.250000 Penalty: 4649.750977
	Iteration 62Q: 3 clusters Score -1366871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1366879.375000 Penalty: 4649.750977
	Iteration 63Q: 3 clusters Score -1366879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1366883.625000 Penalty: 4649.750977
	Iteration 64Q: 3 clusters Score -1366884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1366889.750000 Penalty: 4649.750977
	Iteration 65Q: 3 clusters Score -1366890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1366892.750000 Penalty: 4649.750977
	Iteration 66Q: 3 clusters Score -1366893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1366893.250000 Penalty: 4649.750977
	Iteration 67Q: 3 clusters Score -1366893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1366892.875000 Penalty: 4649.750977
	Iteration 68Q: 3 clusters Score -1366893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1366892.875000 Penalty: 4649.750977
	Iteration 69F: 3 clusters Score -1366893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Entering Unmasked Estep 
Score: -1066927.500000 Penalty: 2258.997559
	Iteration 0F: 2 clusters Score -1066928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1059858.375000 Penalty: 4517.995117
	Iteration 0F: 3 clusters Score -1059858 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1061805.500000 Penalty: 4517.995117
	Iteration 1F: 3 clusters Score -1061806 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1062100.875000 Penalty: 4517.995117
	Iteration 2F: 3 clusters Score -1062101 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1062318.250000 Penalty: 4517.995117
	Iteration 3F: 3 clusters Score -1062318 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1062492.625000 Penalty: 4517.995117
	Iteration 4Q: 3 clusters Score -1062493 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1062659.125000 Penalty: 4517.995117
	Iteration 5Q: 3 clusters Score -1062659 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1062812.875000 Penalty: 4517.995117
	Iteration 6Q: 3 clusters Score -1062813 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1062976.375000 Penalty: 4517.995117
	Iteration 7Q: 3 clusters Score -1062976 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1063157.625000 Penalty: 4517.995117
	Iteration 8Q: 3 clusters Score -1063158 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1063351.750000 Penalty: 4517.995117
	Iteration 9Q: 3 clusters Score -1063352 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1063589.875000 Penalty: 4517.995117
	Iteration 10Q: 3 clusters Score -1063590 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1063846.000000 Penalty: 4517.995117
	Iteration 11Q: 3 clusters Score -1063846 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1064131.125000 Penalty: 4517.995117
	Iteration 12Q: 3 clusters Score -1064131 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1064390.500000 Penalty: 4517.995117
	Iteration 13Q: 3 clusters Score -1064390 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1064608.500000 Penalty: 4517.995117
	Iteration 14Q: 3 clusters Score -1064608 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1064752.250000 Penalty: 4517.995117
	Iteration 15Q: 3 clusters Score -1064752 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1064837.000000 Penalty: 4517.995117
	Iteration 16Q: 3 clusters Score -1064837 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1064890.500000 Penalty: 4517.995117
	Iteration 17Q: 3 clusters Score -1064890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1064920.875000 Penalty: 4517.995117
	Iteration 18Q: 3 clusters Score -1064921 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1064935.000000 Penalty: 4517.995117
	Iteration 19Q: 3 clusters Score -1064935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1064949.375000 Penalty: 4517.995117
	Iteration 20F: 3 clusters Score -1064949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1064962.375000 Penalty: 4517.995117
	Iteration 21Q: 3 clusters Score -1064962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1064975.875000 Penalty: 4517.995117
	Iteration 22Q: 3 clusters Score -1064976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1064983.625000 Penalty: 4517.995117
	Iteration 23Q: 3 clusters Score -1064984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1064991.500000 Penalty: 4517.995117
	Iteration 24Q: 3 clusters Score -1064992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1065000.500000 Penalty: 4517.995117
	Iteration 25Q: 3 clusters Score -1065000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1065006.500000 Penalty: 4517.995117
	Iteration 26Q: 3 clusters Score -1065006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1065013.750000 Penalty: 4517.995117
	Iteration 27Q: 3 clusters Score -1065014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1065018.500000 Penalty: 4517.995117
	Iteration 28Q: 3 clusters Score -1065018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1065025.375000 Penalty: 4517.995117
	Iteration 29Q: 3 clusters Score -1065025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1065030.750000 Penalty: 4517.995117
	Iteration 30Q: 3 clusters Score -1065031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1065034.125000 Penalty: 4517.995117
	Iteration 31Q: 3 clusters Score -1065034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1065038.625000 Penalty: 4517.995117
	Iteration 32Q: 3 clusters Score -1065039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1065038.625000 Penalty: 4517.995117
	Iteration 33Q: 3 clusters Score -1065039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1065041.125000 Penalty: 4517.995117
	Iteration 34Q: 3 clusters Score -1065041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1065043.375000 Penalty: 4517.995117
	Iteration 35Q: 3 clusters Score -1065043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1065045.625000 Penalty: 4517.995117
	Iteration 36Q: 3 clusters Score -1065046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1065045.875000 Penalty: 4517.995117
	Iteration 37Q: 3 clusters Score -1065046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1065045.875000 Penalty: 4517.995117
	Iteration 38Q: 3 clusters Score -1065046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1065050.250000 Penalty: 4517.995117
	Iteration 39Q: 3 clusters Score -1065050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1065051.125000 Penalty: 4517.995117
	Iteration 40F: 3 clusters Score -1065051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1065053.000000 Penalty: 4517.995117
	Iteration 41Q: 3 clusters Score -1065053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1065052.875000 Penalty: 4517.995117
	Iteration 42Q: 3 clusters Score -1065053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1065052.250000 Penalty: 4517.995117
	Iteration 43Q: 3 clusters Score -1065052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1065054.250000 Penalty: 4517.995117
	Iteration 44Q: 3 clusters Score -1065054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1065055.500000 Penalty: 4517.995117
	Iteration 45Q: 3 clusters Score -1065056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1065055.125000 Penalty: 4517.995117
	Iteration 46Q: 3 clusters Score -1065055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1065055.125000 Penalty: 4517.995117
	Iteration 47F: 3 clusters Score -1065055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -131398.390625 Penalty: 1774.538330
	Iteration 0F: 2 clusters Score -131398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129347.078125 Penalty: 3549.076660
	Iteration 0F: 3 clusters Score -129347.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -129861.304688 Penalty: 3549.076660
	Iteration 1F: 3 clusters Score -129861.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -130319.625000 Penalty: 3549.076660
	Iteration 2F: 3 clusters Score -130319.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -130665.859375 Penalty: 3549.076660
	Iteration 3F: 3 clusters Score -130665.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -130874.960938 Penalty: 3549.076660
	Iteration 4F: 3 clusters Score -130875 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -131017.218750 Penalty: 3549.076660
	Iteration 5F: 3 clusters Score -131017.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -131083.078125 Penalty: 3549.076660
	Iteration 6Q: 3 clusters Score -131083.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -131117.546875 Penalty: 3549.076660
	Iteration 7Q: 3 clusters Score -131117.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -131138.343750 Penalty: 3549.076660
	Iteration 8Q: 3 clusters Score -131138.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -131147.437500 Penalty: 3549.076660
	Iteration 9Q: 3 clusters Score -131147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -131152.406250 Penalty: 3549.076660
	Iteration 10Q: 3 clusters Score -131152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -131153.046875 Penalty: 3549.076660
	Iteration 11Q: 3 clusters Score -131153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -131153.046875 Penalty: 3549.076660
	Iteration 12F: 3 clusters Score -131153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Entering Unmasked Estep 
Score: -3954159.250000 Penalty: 2594.962891
	Iteration 0F: 2 clusters Score -3954159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3930079.250000 Penalty: 5189.925781
	Iteration 0F: 3 clusters Score -3930079 nChanged 16036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3938913.250000 Penalty: 5189.925781
	Iteration 1F: 3 clusters Score -3938913 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3939425.500000 Penalty: 5189.925781
	Iteration 2Q: 3 clusters Score -3939426 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3940179.500000 Penalty: 5189.925781
	Iteration 3Q: 3 clusters Score -3940180 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -3941264.500000 Penalty: 5189.925781
	Iteration 4F: 3 clusters Score -3941264 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3942589.750000 Penalty: 5189.925781
	Iteration 5F: 3 clusters Score -3942590 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3944271.500000 Penalty: 5189.925781
	Iteration 6F: 3 clusters Score -3944272 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3946157.500000 Penalty: 5189.925781
	Iteration 7F: 3 clusters Score -3946158 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3947996.750000 Penalty: 5189.925781
	Iteration 8F: 3 clusters Score -3947997 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3949519.250000 Penalty: 5189.925781
	Iteration 9F: 3 clusters Score -3949519 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -3950638.000000 Penalty: 5189.925781
	Iteration 10Q: 3 clusters Score -3950638 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3951520.500000 Penalty: 5189.925781
	Iteration 11Q: 3 clusters Score -3951520 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3952300.250000 Penalty: 5189.925781
	Iteration 12Q: 3 clusters Score -3952300 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3953063.250000 Penalty: 5189.925781
	Iteration 13Q: 3 clusters Score -3953063 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3953428.250000 Penalty: 5189.925781
	Iteration 14Q: 3 clusters Score -3953428 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3953544.250000 Penalty: 5189.925781
	Iteration 15Q: 3 clusters Score -3953544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3953584.500000 Penalty: 5189.925781
	Iteration 16Q: 3 clusters Score -3953584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3953611.250000 Penalty: 5189.925781
	Iteration 17Q: 3 clusters Score -3953611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3953630.500000 Penalty: 5189.925781
	Iteration 18Q: 3 clusters Score -3953630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3953645.750000 Penalty: 5189.925781
	Iteration 19Q: 3 clusters Score -3953646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3953645.250000 Penalty: 5189.925781
	Iteration 20F: 3 clusters Score -3953645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3953641.500000 Penalty: 5189.925781
	Iteration 21Q: 3 clusters Score -3953642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3953640.000000 Penalty: 5189.925781
	Iteration 22Q: 3 clusters Score -3953640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3953643.000000 Penalty: 5189.925781
	Iteration 23Q: 3 clusters Score -3953643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3953644.500000 Penalty: 5189.925781
	Iteration 24Q: 3 clusters Score -3953644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3953643.000000 Penalty: 5189.925781
	Iteration 25Q: 3 clusters Score -3953643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3953642.750000 Penalty: 5189.925781
	Iteration 26Q: 3 clusters Score -3953643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3953639.000000 Penalty: 5189.925781
	Iteration 27Q: 3 clusters Score -3953639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3953641.750000 Penalty: 5189.925781
	Iteration 28Q: 3 clusters Score -3953642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3953638.500000 Penalty: 5189.925781
	Iteration 29Q: 3 clusters Score -3953638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3953644.000000 Penalty: 5189.925781
	Iteration 30Q: 3 clusters Score -3953644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3953644.000000 Penalty: 5189.925781
	Iteration 31F: 3 clusters Score -3953644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Entering Unmasked Estep 
Score: -2705855.750000 Penalty: 2490.240234
	Iteration 0F: 2 clusters Score -2705856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2689850.250000 Penalty: 4980.480469
	Iteration 0F: 3 clusters Score -2689850 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2695457.000000 Penalty: 4980.480469
	Iteration 1F: 3 clusters Score -2695457 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2695808.750000 Penalty: 4980.480469
	Iteration 2Q: 3 clusters Score -2695809 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2696105.500000 Penalty: 4980.480469
	Iteration 3Q: 3 clusters Score -2696106 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2696399.250000 Penalty: 4980.480469
	Iteration 4Q: 3 clusters Score -2696399 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2696692.250000 Penalty: 4980.480469
	Iteration 5Q: 3 clusters Score -2696692 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2697030.250000 Penalty: 4980.480469
	Iteration 6Q: 3 clusters Score -2697030 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2697462.750000 Penalty: 4980.480469
	Iteration 7Q: 3 clusters Score -2697463 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2698054.500000 Penalty: 4980.480469
	Iteration 8Q: 3 clusters Score -2698054 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2698834.750000 Penalty: 4980.480469
	Iteration 9F: 3 clusters Score -2698835 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2699774.250000 Penalty: 4980.480469
	Iteration 10F: 3 clusters Score -2699774 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2700740.000000 Penalty: 4980.480469
	Iteration 11F: 3 clusters Score -2700740 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2701635.500000 Penalty: 4980.480469
	Iteration 12Q: 3 clusters Score -2701636 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2702324.750000 Penalty: 4980.480469
	Iteration 13Q: 3 clusters Score -2702325 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2702814.750000 Penalty: 4980.480469
	Iteration 14Q: 3 clusters Score -2702815 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2703097.500000 Penalty: 4980.480469
	Iteration 15Q: 3 clusters Score -2703098 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2703295.250000 Penalty: 4980.480469
	Iteration 16Q: 3 clusters Score -2703295 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2703431.250000 Penalty: 4980.480469
	Iteration 17Q: 3 clusters Score -2703431 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2703522.500000 Penalty: 4980.480469
	Iteration 18Q: 3 clusters Score -2703522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2703584.250000 Penalty: 4980.480469
	Iteration 19Q: 3 clusters Score -2703584 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2703620.500000 Penalty: 4980.480469
	Iteration 20F: 3 clusters Score -2703620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2703652.000000 Penalty: 4980.480469
	Iteration 21Q: 3 clusters Score -2703652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2703679.500000 Penalty: 4980.480469
	Iteration 22Q: 3 clusters Score -2703680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2703687.750000 Penalty: 4980.480469
	Iteration 23Q: 3 clusters Score -2703688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2703701.000000 Penalty: 4980.480469
	Iteration 24Q: 3 clusters Score -2703701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2703713.000000 Penalty: 4980.480469
	Iteration 25Q: 3 clusters Score -2703713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2703734.250000 Penalty: 4980.480469
	Iteration 26Q: 3 clusters Score -2703734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2703743.750000 Penalty: 4980.480469
	Iteration 27Q: 3 clusters Score -2703744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2703749.000000 Penalty: 4980.480469
	Iteration 28Q: 3 clusters Score -2703749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2703756.250000 Penalty: 4980.480469
	Iteration 29Q: 3 clusters Score -2703756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2703755.250000 Penalty: 4980.480469
	Iteration 30Q: 3 clusters Score -2703755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2703760.750000 Penalty: 4980.480469
	Iteration 31Q: 3 clusters Score -2703761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2703760.750000 Penalty: 4980.480469
	Iteration 32Q: 3 clusters Score -2703761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2703764.000000 Penalty: 4980.480469
	Iteration 33Q: 3 clusters Score -2703764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2703769.750000 Penalty: 4980.480469
	Iteration 34Q: 3 clusters Score -2703770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2703771.750000 Penalty: 4980.480469
	Iteration 35Q: 3 clusters Score -2703772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2703773.250000 Penalty: 4980.480469
	Iteration 36Q: 3 clusters Score -2703773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2703777.500000 Penalty: 4980.480469
	Iteration 37Q: 3 clusters Score -2703778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2703780.000000 Penalty: 4980.480469
	Iteration 38Q: 3 clusters Score -2703780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2703786.750000 Penalty: 4980.480469
	Iteration 39Q: 3 clusters Score -2703787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2703786.000000 Penalty: 4980.480469
	Iteration 40F: 3 clusters Score -2703786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2703787.250000 Penalty: 4980.480469
	Iteration 41Q: 3 clusters Score -2703787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2703791.000000 Penalty: 4980.480469
	Iteration 42Q: 3 clusters Score -2703791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2703791.000000 Penalty: 4980.480469
	Iteration 43Q: 3 clusters Score -2703791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2703792.250000 Penalty: 4980.480469
	Iteration 44Q: 3 clusters Score -2703792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2703794.500000 Penalty: 4980.480469
	Iteration 45Q: 3 clusters Score -2703794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2703794.500000 Penalty: 4980.480469
	Iteration 46F: 3 clusters Score -2703794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -60218.304688 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -60218.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -58646.558594 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -58646.56 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58895.859375 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -58895.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59019.472656 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -59019.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59089.378906 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -59089.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59123.613281 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -59123.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59146.953125 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -59146.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59155.734375 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -59155.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59155.734375 Penalty: 3146.564697
	Iteration 7F: 3 clusters Score -59155.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Entering Unmasked Estep 
Score: -2975175.000000 Penalty: 2514.999268
	Iteration 0F: 2 clusters Score -2975175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2957612.250000 Penalty: 5029.998535
	Iteration 0F: 3 clusters Score -2957612 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2963761.500000 Penalty: 5029.998535
	Iteration 1F: 3 clusters Score -2963762 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2964278.750000 Penalty: 5029.998535
	Iteration 2F: 3 clusters Score -2964279 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2964781.500000 Penalty: 5029.998535
	Iteration 3Q: 3 clusters Score -2964782 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2965238.750000 Penalty: 5029.998535
	Iteration 4Q: 3 clusters Score -2965239 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2965691.500000 Penalty: 5029.998535
	Iteration 5Q: 3 clusters Score -2965692 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2966144.500000 Penalty: 5029.998535
	Iteration 6Q: 3 clusters Score -2966144 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2966646.500000 Penalty: 5029.998535
	Iteration 7Q: 3 clusters Score -2966646 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2967154.500000 Penalty: 5029.998535
	Iteration 8Q: 3 clusters Score -2967154 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2967796.500000 Penalty: 5029.998535
	Iteration 9Q: 3 clusters Score -2967796 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2968500.250000 Penalty: 5029.998535
	Iteration 10Q: 3 clusters Score -2968500 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2969212.750000 Penalty: 5029.998535
	Iteration 11Q: 3 clusters Score -2969213 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2969890.750000 Penalty: 5029.998535
	Iteration 12Q: 3 clusters Score -2969891 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2970454.500000 Penalty: 5029.998535
	Iteration 13Q: 3 clusters Score -2970454 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2970869.250000 Penalty: 5029.998535
	Iteration 14Q: 3 clusters Score -2970869 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2971134.750000 Penalty: 5029.998535
	Iteration 15Q: 3 clusters Score -2971135 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2971267.750000 Penalty: 5029.998535
	Iteration 16Q: 3 clusters Score -2971268 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2971373.500000 Penalty: 5029.998535
	Iteration 17Q: 3 clusters Score -2971374 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2971451.500000 Penalty: 5029.998535
	Iteration 18Q: 3 clusters Score -2971452 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2971526.750000 Penalty: 5029.998535
	Iteration 19Q: 3 clusters Score -2971527 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2971591.250000 Penalty: 5029.998535
	Iteration 20F: 3 clusters Score -2971591 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2971648.000000 Penalty: 5029.998535
	Iteration 21Q: 3 clusters Score -2971648 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2971692.500000 Penalty: 5029.998535
	Iteration 22Q: 3 clusters Score -2971692 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2971746.000000 Penalty: 5029.998535
	Iteration 23Q: 3 clusters Score -2971746 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2971788.000000 Penalty: 5029.998535
	Iteration 24Q: 3 clusters Score -2971788 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2971835.750000 Penalty: 5029.998535
	Iteration 25Q: 3 clusters Score -2971836 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2971853.000000 Penalty: 5029.998535
	Iteration 26Q: 3 clusters Score -2971853 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2971878.500000 Penalty: 5029.998535
	Iteration 27Q: 3 clusters Score -2971878 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2971909.750000 Penalty: 5029.998535
	Iteration 28Q: 3 clusters Score -2971910 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2971942.500000 Penalty: 5029.998535
	Iteration 29Q: 3 clusters Score -2971942 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2971967.250000 Penalty: 5029.998535
	Iteration 30Q: 3 clusters Score -2971967 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2971984.250000 Penalty: 5029.998535
	Iteration 31Q: 3 clusters Score -2971984 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2972007.000000 Penalty: 5029.998535
	Iteration 32Q: 3 clusters Score -2972007 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2972028.000000 Penalty: 5029.998535
	Iteration 33Q: 3 clusters Score -2972028 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2972057.000000 Penalty: 5029.998535
	Iteration 34Q: 3 clusters Score -2972057 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2972077.000000 Penalty: 5029.998535
	Iteration 35Q: 3 clusters Score -2972077 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2972109.750000 Penalty: 5029.998535
	Iteration 36Q: 3 clusters Score -2972110 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2972133.500000 Penalty: 5029.998535
	Iteration 37Q: 3 clusters Score -2972134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2972157.000000 Penalty: 5029.998535
	Iteration 38Q: 3 clusters Score -2972157 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2972183.750000 Penalty: 5029.998535
	Iteration 39Q: 3 clusters Score -2972184 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2972215.000000 Penalty: 5029.998535
	Iteration 40F: 3 clusters Score -2972215 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2972242.250000 Penalty: 5029.998535
	Iteration 41Q: 3 clusters Score -2972242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2972244.750000 Penalty: 5029.998535
	Iteration 42Q: 3 clusters Score -2972245 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2972269.000000 Penalty: 5029.998535
	Iteration 43Q: 3 clusters Score -2972269 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2972282.250000 Penalty: 5029.998535
	Iteration 44Q: 3 clusters Score -2972282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2972297.250000 Penalty: 5029.998535
	Iteration 45Q: 3 clusters Score -2972297 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2972322.750000 Penalty: 5029.998535
	Iteration 46Q: 3 clusters Score -2972323 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2972328.500000 Penalty: 5029.998535
	Iteration 47Q: 3 clusters Score -2972328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2972345.750000 Penalty: 5029.998535
	Iteration 48Q: 3 clusters Score -2972346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2972362.500000 Penalty: 5029.998535
	Iteration 49Q: 3 clusters Score -2972362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2972370.250000 Penalty: 5029.998535
	Iteration 50Q: 3 clusters Score -2972370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2972371.250000 Penalty: 5029.998535
	Iteration 51Q: 3 clusters Score -2972371 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2972386.250000 Penalty: 5029.998535
	Iteration 52Q: 3 clusters Score -2972386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2972397.250000 Penalty: 5029.998535
	Iteration 53Q: 3 clusters Score -2972397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2972411.250000 Penalty: 5029.998535
	Iteration 54Q: 3 clusters Score -2972411 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2972414.500000 Penalty: 5029.998535
	Iteration 55Q: 3 clusters Score -2972414 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2972435.750000 Penalty: 5029.998535
	Iteration 56Q: 3 clusters Score -2972436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2972442.500000 Penalty: 5029.998535
	Iteration 57Q: 3 clusters Score -2972442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2972445.750000 Penalty: 5029.998535
	Iteration 58Q: 3 clusters Score -2972446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2972464.500000 Penalty: 5029.998535
	Iteration 59Q: 3 clusters Score -2972464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2972475.250000 Penalty: 5029.998535
	Iteration 60F: 3 clusters Score -2972475 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2972478.750000 Penalty: 5029.998535
	Iteration 61Q: 3 clusters Score -2972479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2972485.000000 Penalty: 5029.998535
	Iteration 62Q: 3 clusters Score -2972485 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2972494.000000 Penalty: 5029.998535
	Iteration 63Q: 3 clusters Score -2972494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2972499.500000 Penalty: 5029.998535
	Iteration 64Q: 3 clusters Score -2972500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2972521.750000 Penalty: 5029.998535
	Iteration 65Q: 3 clusters Score -2972522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2972537.750000 Penalty: 5029.998535
	Iteration 66Q: 3 clusters Score -2972538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2972549.500000 Penalty: 5029.998535
	Iteration 67Q: 3 clusters Score -2972550 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2972567.250000 Penalty: 5029.998535
	Iteration 68Q: 3 clusters Score -2972567 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2972593.000000 Penalty: 5029.998535
	Iteration 69Q: 3 clusters Score -2972593 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2972608.000000 Penalty: 5029.998535
	Iteration 70Q: 3 clusters Score -2972608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2972631.000000 Penalty: 5029.998535
	Iteration 71Q: 3 clusters Score -2972631 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2972652.250000 Penalty: 5029.998535
	Iteration 72Q: 3 clusters Score -2972652 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2972693.750000 Penalty: 5029.998535
	Iteration 73Q: 3 clusters Score -2972694 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2972718.000000 Penalty: 5029.998535
	Iteration 74Q: 3 clusters Score -2972718 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2972744.000000 Penalty: 5029.998535
	Iteration 75Q: 3 clusters Score -2972744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2972763.500000 Penalty: 5029.998535
	Iteration 76Q: 3 clusters Score -2972764 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2972786.500000 Penalty: 5029.998535
	Iteration 77Q: 3 clusters Score -2972786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2972798.750000 Penalty: 5029.998535
	Iteration 78Q: 3 clusters Score -2972799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2972805.500000 Penalty: 5029.998535
	Iteration 79Q: 3 clusters Score -2972806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2972823.000000 Penalty: 5029.998535
	Iteration 80F: 3 clusters Score -2972823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2972839.750000 Penalty: 5029.998535
	Iteration 81Q: 3 clusters Score -2972840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2972849.750000 Penalty: 5029.998535
	Iteration 82Q: 3 clusters Score -2972850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2972866.250000 Penalty: 5029.998535
	Iteration 83Q: 3 clusters Score -2972866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2972877.500000 Penalty: 5029.998535
	Iteration 84Q: 3 clusters Score -2972878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2972896.000000 Penalty: 5029.998535
	Iteration 85Q: 3 clusters Score -2972896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2972906.000000 Penalty: 5029.998535
	Iteration 86Q: 3 clusters Score -2972906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2972913.500000 Penalty: 5029.998535
	Iteration 87Q: 3 clusters Score -2972914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2972915.750000 Penalty: 5029.998535
	Iteration 88Q: 3 clusters Score -2972916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2972920.750000 Penalty: 5029.998535
	Iteration 89Q: 3 clusters Score -2972921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2972926.000000 Penalty: 5029.998535
	Iteration 90Q: 3 clusters Score -2972926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2972930.000000 Penalty: 5029.998535
	Iteration 91Q: 3 clusters Score -2972930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2972936.250000 Penalty: 5029.998535
	Iteration 92Q: 3 clusters Score -2972936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2972944.000000 Penalty: 5029.998535
	Iteration 93Q: 3 clusters Score -2972944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2972951.750000 Penalty: 5029.998535
	Iteration 94Q: 3 clusters Score -2972952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2972952.250000 Penalty: 5029.998535
	Iteration 95Q: 3 clusters Score -2972952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2972953.750000 Penalty: 5029.998535
	Iteration 96Q: 3 clusters Score -2972954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2972954.250000 Penalty: 5029.998535
	Iteration 97Q: 3 clusters Score -2972954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2972954.750000 Penalty: 5029.998535
	Iteration 98Q: 3 clusters Score -2972955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2972958.500000 Penalty: 5029.998535
	Iteration 99Q: 3 clusters Score -2972958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2972957.000000 Penalty: 5029.998535
	Iteration 100F: 3 clusters Score -2972957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2972958.000000 Penalty: 5029.998535
	Iteration 101Q: 3 clusters Score -2972958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2972958.750000 Penalty: 5029.998535
	Iteration 102Q: 3 clusters Score -2972959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2972958.000000 Penalty: 5029.998535
	Iteration 103Q: 3 clusters Score -2972958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2972957.750000 Penalty: 5029.998535
	Iteration 104Q: 3 clusters Score -2972958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2972957.750000 Penalty: 5029.998535
	Iteration 105F: 3 clusters Score -2972958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Entering Unmasked Estep 
Score: -3353877.750000 Penalty: 2547.493164
	Iteration 0F: 2 clusters Score -3353878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3334008.750000 Penalty: 5094.986328
	Iteration 0F: 3 clusters Score -3334009 nChanged 13025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3340968.500000 Penalty: 5094.986328
	Iteration 1F: 3 clusters Score -3340968 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3341411.000000 Penalty: 5094.986328
	Iteration 2Q: 3 clusters Score -3341411 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3341868.500000 Penalty: 5094.986328
	Iteration 3Q: 3 clusters Score -3341868 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3342331.000000 Penalty: 5094.986328
	Iteration 4Q: 3 clusters Score -3342331 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -3342871.500000 Penalty: 5094.986328
	Iteration 5Q: 3 clusters Score -3342872 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3343487.250000 Penalty: 5094.986328
	Iteration 6Q: 3 clusters Score -3343487 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3344072.500000 Penalty: 5094.986328
	Iteration 7Q: 3 clusters Score -3344072 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3344510.750000 Penalty: 5094.986328
	Iteration 8Q: 3 clusters Score -3344511 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3344904.250000 Penalty: 5094.986328
	Iteration 9Q: 3 clusters Score -3344904 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3345300.750000 Penalty: 5094.986328
	Iteration 10Q: 3 clusters Score -3345301 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3345667.000000 Penalty: 5094.986328
	Iteration 11Q: 3 clusters Score -3345667 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3346017.000000 Penalty: 5094.986328
	Iteration 12Q: 3 clusters Score -3346017 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3346405.750000 Penalty: 5094.986328
	Iteration 13Q: 3 clusters Score -3346406 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3346810.000000 Penalty: 5094.986328
	Iteration 14Q: 3 clusters Score -3346810 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3347302.750000 Penalty: 5094.986328
	Iteration 15Q: 3 clusters Score -3347303 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3347806.000000 Penalty: 5094.986328
	Iteration 16Q: 3 clusters Score -3347806 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3348392.500000 Penalty: 5094.986328
	Iteration 17Q: 3 clusters Score -3348392 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3349033.250000 Penalty: 5094.986328
	Iteration 18Q: 3 clusters Score -3349033 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3349632.000000 Penalty: 5094.986328
	Iteration 19Q: 3 clusters Score -3349632 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -3350174.750000 Penalty: 5094.986328
	Iteration 20F: 3 clusters Score -3350175 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3350607.000000 Penalty: 5094.986328
	Iteration 21Q: 3 clusters Score -3350607 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3350959.000000 Penalty: 5094.986328
	Iteration 22Q: 3 clusters Score -3350959 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -3351205.000000 Penalty: 5094.986328
	Iteration 23Q: 3 clusters Score -3351205 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3351348.500000 Penalty: 5094.986328
	Iteration 24Q: 3 clusters Score -3351348 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -3351448.500000 Penalty: 5094.986328
	Iteration 25Q: 3 clusters Score -3351448 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3351525.750000 Penalty: 5094.986328
	Iteration 26Q: 3 clusters Score -3351526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -3351572.500000 Penalty: 5094.986328
	Iteration 27Q: 3 clusters Score -3351572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -3351595.000000 Penalty: 5094.986328
	Iteration 28Q: 3 clusters Score -3351595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3351622.250000 Penalty: 5094.986328
	Iteration 29Q: 3 clusters Score -3351622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -3351641.250000 Penalty: 5094.986328
	Iteration 30Q: 3 clusters Score -3351641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3351658.000000 Penalty: 5094.986328
	Iteration 31Q: 3 clusters Score -3351658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3351669.750000 Penalty: 5094.986328
	Iteration 32Q: 3 clusters Score -3351670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3351681.000000 Penalty: 5094.986328
	Iteration 33Q: 3 clusters Score -3351681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3351692.750000 Penalty: 5094.986328
	Iteration 34Q: 3 clusters Score -3351693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3351702.000000 Penalty: 5094.986328
	Iteration 35Q: 3 clusters Score -3351702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3351705.500000 Penalty: 5094.986328
	Iteration 36Q: 3 clusters Score -3351706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3351707.000000 Penalty: 5094.986328
	Iteration 37Q: 3 clusters Score -3351707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3351707.000000 Penalty: 5094.986328
	Iteration 38Q: 3 clusters Score -3351707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3351712.500000 Penalty: 5094.986328
	Iteration 39Q: 3 clusters Score -3351712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -3351716.000000 Penalty: 5094.986328
	Iteration 40F: 3 clusters Score -3351716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3351714.500000 Penalty: 5094.986328
	Iteration 41Q: 3 clusters Score -3351714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3351720.500000 Penalty: 5094.986328
	Iteration 42Q: 3 clusters Score -3351720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3351722.750000 Penalty: 5094.986328
	Iteration 43Q: 3 clusters Score -3351723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -3351726.750000 Penalty: 5094.986328
	Iteration 44Q: 3 clusters Score -3351727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3351731.000000 Penalty: 5094.986328
	Iteration 45Q: 3 clusters Score -3351731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3351737.000000 Penalty: 5094.986328
	Iteration 46Q: 3 clusters Score -3351737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3351736.000000 Penalty: 5094.986328
	Iteration 47Q: 3 clusters Score -3351736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3351733.500000 Penalty: 5094.986328
	Iteration 48Q: 3 clusters Score -3351734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3351735.250000 Penalty: 5094.986328
	Iteration 49Q: 3 clusters Score -3351735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -3351739.250000 Penalty: 5094.986328
	Iteration 50Q: 3 clusters Score -3351739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3351744.500000 Penalty: 5094.986328
	Iteration 51Q: 3 clusters Score -3351744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3351750.500000 Penalty: 5094.986328
	Iteration 52Q: 3 clusters Score -3351750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3351748.750000 Penalty: 5094.986328
	Iteration 53Q: 3 clusters Score -3351749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3351748.750000 Penalty: 5094.986328
	Iteration 54F: 3 clusters Score -3351749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Entering Unmasked Estep 
Score: -635295.375000 Penalty: 2135.494629
	Iteration 0F: 2 clusters Score -635295.4 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 2724 members 
Entering Unmasked Estep 
Score: -630504.187500 Penalty: 4270.989258
	Iteration 0F: 3 clusters Score -630504.2 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -631761.937500 Penalty: 4270.989258
	Iteration 1F: 3 clusters Score -631761.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -632005.687500 Penalty: 4270.989258
	Iteration 2F: 3 clusters Score -632005.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -632161.000000 Penalty: 4270.989258
	Iteration 3Q: 3 clusters Score -632161 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -632266.750000 Penalty: 4270.989258
	Iteration 4Q: 3 clusters Score -632266.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -632342.937500 Penalty: 4270.989258
	Iteration 5Q: 3 clusters Score -632342.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -632408.625000 Penalty: 4270.989258
	Iteration 6Q: 3 clusters Score -632408.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -632466.375000 Penalty: 4270.989258
	Iteration 7Q: 3 clusters Score -632466.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -632529.062500 Penalty: 4270.989258
	Iteration 8Q: 3 clusters Score -632529.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -632581.500000 Penalty: 4270.989258
	Iteration 9Q: 3 clusters Score -632581.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -632627.125000 Penalty: 4270.989258
	Iteration 10Q: 3 clusters Score -632627.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -632666.937500 Penalty: 4270.989258
	Iteration 11Q: 3 clusters Score -632666.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -632700.562500 Penalty: 4270.989258
	Iteration 12Q: 3 clusters Score -632700.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -632738.812500 Penalty: 4270.989258
	Iteration 13Q: 3 clusters Score -632738.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -632775.875000 Penalty: 4270.989258
	Iteration 14Q: 3 clusters Score -632775.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -632823.687500 Penalty: 4270.989258
	Iteration 15Q: 3 clusters Score -632823.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -632863.000000 Penalty: 4270.989258
	Iteration 16Q: 3 clusters Score -632863 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -632897.125000 Penalty: 4270.989258
	Iteration 17Q: 3 clusters Score -632897.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -632942.875000 Penalty: 4270.989258
	Iteration 18Q: 3 clusters Score -632942.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -632978.625000 Penalty: 4270.989258
	Iteration 19Q: 3 clusters Score -632978.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -633018.375000 Penalty: 4270.989258
	Iteration 20F: 3 clusters Score -633018.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -633058.562500 Penalty: 4270.989258
	Iteration 21Q: 3 clusters Score -633058.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -633099.000000 Penalty: 4270.989258
	Iteration 22Q: 3 clusters Score -633099 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -633137.562500 Penalty: 4270.989258
	Iteration 23Q: 3 clusters Score -633137.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -633175.812500 Penalty: 4270.989258
	Iteration 24Q: 3 clusters Score -633175.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -633205.500000 Penalty: 4270.989258
	Iteration 25Q: 3 clusters Score -633205.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -633235.000000 Penalty: 4270.989258
	Iteration 26Q: 3 clusters Score -633235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -633258.750000 Penalty: 4270.989258
	Iteration 27Q: 3 clusters Score -633258.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -633279.312500 Penalty: 4270.989258
	Iteration 28Q: 3 clusters Score -633279.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -633296.937500 Penalty: 4270.989258
	Iteration 29Q: 3 clusters Score -633296.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -633311.125000 Penalty: 4270.989258
	Iteration 30Q: 3 clusters Score -633311.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -633330.750000 Penalty: 4270.989258
	Iteration 31Q: 3 clusters Score -633330.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -633345.812500 Penalty: 4270.989258
	Iteration 32Q: 3 clusters Score -633345.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -633353.750000 Penalty: 4270.989258
	Iteration 33Q: 3 clusters Score -633353.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -633360.937500 Penalty: 4270.989258
	Iteration 34Q: 3 clusters Score -633360.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -633366.812500 Penalty: 4270.989258
	Iteration 35Q: 3 clusters Score -633366.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -633376.937500 Penalty: 4270.989258
	Iteration 36Q: 3 clusters Score -633376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -633379.687500 Penalty: 4270.989258
	Iteration 37Q: 3 clusters Score -633379.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -633382.687500 Penalty: 4270.989258
	Iteration 38Q: 3 clusters Score -633382.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -633383.000000 Penalty: 4270.989258
	Iteration 39Q: 3 clusters Score -633383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -633385.187500 Penalty: 4270.989258
	Iteration 40F: 3 clusters Score -633385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -633386.875000 Penalty: 4270.989258
	Iteration 41Q: 3 clusters Score -633386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -633388.875000 Penalty: 4270.989258
	Iteration 42Q: 3 clusters Score -633388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -633391.875000 Penalty: 4270.989258
	Iteration 43Q: 3 clusters Score -633391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -633392.562500 Penalty: 4270.989258
	Iteration 44Q: 3 clusters Score -633392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -633393.875000 Penalty: 4270.989258
	Iteration 45Q: 3 clusters Score -633393.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -633395.625000 Penalty: 4270.989258
	Iteration 46Q: 3 clusters Score -633395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -633395.375000 Penalty: 4270.989258
	Iteration 47Q: 3 clusters Score -633395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -633395.500000 Penalty: 4270.989258
	Iteration 48Q: 3 clusters Score -633395.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -633396.500000 Penalty: 4270.989258
	Iteration 49Q: 3 clusters Score -633396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -633397.875000 Penalty: 4270.989258
	Iteration 50Q: 3 clusters Score -633397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -633397.875000 Penalty: 4270.989258
	Iteration 51F: 3 clusters Score -633397.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Entering Unmasked Estep 
Score: -3073298.750000 Penalty: 2522.965332
	Iteration 0F: 2 clusters Score -3073299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3055152.500000 Penalty: 5045.930664
	Iteration 0F: 3 clusters Score -3055152 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3061777.750000 Penalty: 5045.930664
	Iteration 1F: 3 clusters Score -3061778 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3062619.750000 Penalty: 5045.930664
	Iteration 2F: 3 clusters Score -3062620 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3063739.250000 Penalty: 5045.930664
	Iteration 3F: 3 clusters Score -3063739 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3065046.000000 Penalty: 5045.930664
	Iteration 4F: 3 clusters Score -3065046 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3066549.750000 Penalty: 5045.930664
	Iteration 5F: 3 clusters Score -3066550 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -3068347.750000 Penalty: 5045.930664
	Iteration 6F: 3 clusters Score -3068348 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3070092.750000 Penalty: 5045.930664
	Iteration 7F: 3 clusters Score -3070093 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3071083.500000 Penalty: 5045.930664
	Iteration 8Q: 3 clusters Score -3071084 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3071395.500000 Penalty: 5045.930664
	Iteration 9Q: 3 clusters Score -3071396 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3071512.250000 Penalty: 5045.930664
	Iteration 10Q: 3 clusters Score -3071512 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3071577.750000 Penalty: 5045.930664
	Iteration 11Q: 3 clusters Score -3071578 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3071618.250000 Penalty: 5045.930664
	Iteration 12Q: 3 clusters Score -3071618 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3071659.250000 Penalty: 5045.930664
	Iteration 13Q: 3 clusters Score -3071659 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3071676.250000 Penalty: 5045.930664
	Iteration 14Q: 3 clusters Score -3071676 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3071708.500000 Penalty: 5045.930664
	Iteration 15Q: 3 clusters Score -3071708 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3071720.500000 Penalty: 5045.930664
	Iteration 16Q: 3 clusters Score -3071720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -3071729.750000 Penalty: 5045.930664
	Iteration 17Q: 3 clusters Score -3071730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3071745.000000 Penalty: 5045.930664
	Iteration 18Q: 3 clusters Score -3071745 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -3071759.000000 Penalty: 5045.930664
	Iteration 19Q: 3 clusters Score -3071759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3071767.250000 Penalty: 5045.930664
	Iteration 20F: 3 clusters Score -3071767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -3071773.250000 Penalty: 5045.930664
	Iteration 21Q: 3 clusters Score -3071773 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -3071788.500000 Penalty: 5045.930664
	Iteration 22Q: 3 clusters Score -3071788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3071812.000000 Penalty: 5045.930664
	Iteration 23Q: 3 clusters Score -3071812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3071816.000000 Penalty: 5045.930664
	Iteration 24Q: 3 clusters Score -3071816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3071820.250000 Penalty: 5045.930664
	Iteration 25Q: 3 clusters Score -3071820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3071834.500000 Penalty: 5045.930664
	Iteration 26Q: 3 clusters Score -3071834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -3071841.500000 Penalty: 5045.930664
	Iteration 27Q: 3 clusters Score -3071842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3071855.500000 Penalty: 5045.930664
	Iteration 28Q: 3 clusters Score -3071856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3071857.000000 Penalty: 5045.930664
	Iteration 29Q: 3 clusters Score -3071857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3071874.500000 Penalty: 5045.930664
	Iteration 30Q: 3 clusters Score -3071874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3071892.250000 Penalty: 5045.930664
	Iteration 31Q: 3 clusters Score -3071892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3071897.000000 Penalty: 5045.930664
	Iteration 32Q: 3 clusters Score -3071897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3071904.750000 Penalty: 5045.930664
	Iteration 33Q: 3 clusters Score -3071905 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3071917.750000 Penalty: 5045.930664
	Iteration 34Q: 3 clusters Score -3071918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3071913.500000 Penalty: 5045.930664
	Iteration 35Q: 3 clusters Score -3071914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -3071924.000000 Penalty: 5045.930664
	Iteration 36Q: 3 clusters Score -3071924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3071924.500000 Penalty: 5045.930664
	Iteration 37Q: 3 clusters Score -3071924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3071941.000000 Penalty: 5045.930664
	Iteration 38Q: 3 clusters Score -3071941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3071936.250000 Penalty: 5045.930664
	Iteration 39Q: 3 clusters Score -3071936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3071936.500000 Penalty: 5045.930664
	Iteration 40F: 3 clusters Score -3071936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3071936.000000 Penalty: 5045.930664
	Iteration 41Q: 3 clusters Score -3071936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3071943.250000 Penalty: 5045.930664
	Iteration 42Q: 3 clusters Score -3071943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3071945.250000 Penalty: 5045.930664
	Iteration 43Q: 3 clusters Score -3071945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3071944.000000 Penalty: 5045.930664
	Iteration 44Q: 3 clusters Score -3071944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3071939.500000 Penalty: 5045.930664
	Iteration 45Q: 3 clusters Score -3071940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3071948.250000 Penalty: 5045.930664
	Iteration 46Q: 3 clusters Score -3071948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3071950.250000 Penalty: 5045.930664
	Iteration 47Q: 3 clusters Score -3071950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3071956.000000 Penalty: 5045.930664
	Iteration 48Q: 3 clusters Score -3071956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3071961.500000 Penalty: 5045.930664
	Iteration 49Q: 3 clusters Score -3071962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3071975.250000 Penalty: 5045.930664
	Iteration 50Q: 3 clusters Score -3071975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3071977.000000 Penalty: 5045.930664
	Iteration 51Q: 3 clusters Score -3071977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3071983.750000 Penalty: 5045.930664
	Iteration 52Q: 3 clusters Score -3071984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3071980.250000 Penalty: 5045.930664
	Iteration 53Q: 3 clusters Score -3071980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3071981.500000 Penalty: 5045.930664
	Iteration 54Q: 3 clusters Score -3071982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3071979.500000 Penalty: 5045.930664
	Iteration 55Q: 3 clusters Score -3071980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3071987.750000 Penalty: 5045.930664
	Iteration 56Q: 3 clusters Score -3071988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3071995.250000 Penalty: 5045.930664
	Iteration 57Q: 3 clusters Score -3071995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3071991.000000 Penalty: 5045.930664
	Iteration 58Q: 3 clusters Score -3071991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3071993.250000 Penalty: 5045.930664
	Iteration 59Q: 3 clusters Score -3071993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3071992.500000 Penalty: 5045.930664
	Iteration 60F: 3 clusters Score -3071992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3071988.500000 Penalty: 5045.930664
	Iteration 61Q: 3 clusters Score -3071988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3071989.000000 Penalty: 5045.930664
	Iteration 62Q: 3 clusters Score -3071989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -3072000.750000 Penalty: 5045.930664
	Iteration 63Q: 3 clusters Score -3072001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3071998.750000 Penalty: 5045.930664
	Iteration 64Q: 3 clusters Score -3071999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3071996.750000 Penalty: 5045.930664
	Iteration 65Q: 3 clusters Score -3071997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3071996.500000 Penalty: 5045.930664
	Iteration 66Q: 3 clusters Score -3071996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3072003.250000 Penalty: 5045.930664
	Iteration 67Q: 3 clusters Score -3072003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3072002.750000 Penalty: 5045.930664
	Iteration 68Q: 3 clusters Score -3072003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3072002.000000 Penalty: 5045.930664
	Iteration 69Q: 3 clusters Score -3072002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3072004.500000 Penalty: 5045.930664
	Iteration 70Q: 3 clusters Score -3072004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3072005.000000 Penalty: 5045.930664
	Iteration 71Q: 3 clusters Score -3072005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3072005.000000 Penalty: 5045.930664
	Iteration 72Q: 3 clusters Score -3072005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3072006.250000 Penalty: 5045.930664
	Iteration 73Q: 3 clusters Score -3072006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3072011.000000 Penalty: 5045.930664
	Iteration 74Q: 3 clusters Score -3072011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3072013.000000 Penalty: 5045.930664
	Iteration 75Q: 3 clusters Score -3072013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3072016.000000 Penalty: 5045.930664
	Iteration 76Q: 3 clusters Score -3072016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3072019.000000 Penalty: 5045.930664
	Iteration 77Q: 3 clusters Score -3072019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3072019.250000 Penalty: 5045.930664
	Iteration 78Q: 3 clusters Score -3072019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3072019.500000 Penalty: 5045.930664
	Iteration 79Q: 3 clusters Score -3072020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3072019.500000 Penalty: 5045.930664
	Iteration 80F: 3 clusters Score -3072020 nChanged 0
--- Evaluating fit on full set of 1956292 points ---
Entering Unmasked Estep 
Score: -222741712.000000 Penalty: 50297.343750
24->15 Clusters: Score -222741712.000000, best is -222767936.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 652097 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 27008 members 
Mstep: Class 3 contains 27274 members 
Mstep: Class 4 contains 27068 members 
Mstep: Class 5 contains 27066 members 
Mstep: Class 6 contains 27133 members 
Mstep: Class 7 contains 27113 members 
Mstep: Class 8 contains 26810 members 
Mstep: Class 9 contains 27222 members 
Mstep: Class 10 contains 27196 members 
Mstep: Class 11 contains 27258 members 
Mstep: Class 12 contains 27289 members 
Mstep: Class 13 contains 27043 members 
Mstep: Class 14 contains 27140 members 
Mstep: Class 15 contains 27405 members 
Mstep: Class 16 contains 27044 members 
Mstep: Class 17 contains 27284 members 
Mstep: Class 18 contains 27137 members 
Mstep: Class 19 contains 27296 members 
Mstep: Class 20 contains 27210 members 
Mstep: Class 21 contains 27111 members 
Mstep: Class 22 contains 26973 members 
Mstep: Class 23 contains 27299 members 
Mstep: Class 24 contains 27642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 880.529541 but Gain 3320.210938
Score: -72261008.000000 Penalty: 76364.859375
Iteration 0F: 24 clusters Score -7.226101e+07 nChanged 619697
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 22485 members 
Mstep: Class 3 contains 31357 members 
Mstep: Class 5 contains 22293 members 
Mstep: Class 6 contains 63360 members 
Mstep: Class 7 contains 25758 members 
Mstep: Class 8 contains 19314 members 
Mstep: Class 9 contains 20454 members 
Mstep: Class 10 contains 24446 members 
Mstep: Class 11 contains 57361 members 
Mstep: Class 12 contains 30213 members 
Mstep: Class 13 contains 17787 members 
Mstep: Class 14 contains 15710 members 
Mstep: Class 15 contains 18129 members 
Mstep: Class 16 contains 20561 members 
Mstep: Class 17 contains 22130 members 
Mstep: Class 18 contains 20184 members 
Mstep: Class 19 contains 27116 members 
Mstep: Class 20 contains 55696 members 
Mstep: Class 21 contains 29063 members 
Mstep: Class 22 contains 18739 members 
Mstep: Class 23 contains 24134 members 
Mstep: Class 24 contains 36517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73714448.000000 Penalty: 76364.859375
Iteration 1F: 24 clusters Score -7.371445e+07 nChanged 210269
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 20132 members 
Mstep: Class 3 contains 38510 members 
Mstep: Class 5 contains 21806 members 
Mstep: Class 6 contains 64493 members 
Mstep: Class 7 contains 27125 members 
Mstep: Class 8 contains 17041 members 
Mstep: Class 9 contains 18745 members 
Mstep: Class 10 contains 28297 members 
Mstep: Class 11 contains 53054 members 
Mstep: Class 12 contains 29713 members 
Mstep: Class 13 contains 14511 members 
Mstep: Class 14 contains 12600 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 15506 members 
Mstep: Class 17 contains 20605 members 
Mstep: Class 18 contains 18884 members 
Mstep: Class 19 contains 30465 members 
Mstep: Class 20 contains 61502 members 
Mstep: Class 21 contains 38226 members 
Mstep: Class 22 contains 11599 members 
Mstep: Class 23 contains 20068 members 
Mstep: Class 24 contains 50664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73958784.000000 Penalty: 76364.859375
Iteration 2F: 24 clusters Score -7.395878e+07 nChanged 139695
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 17977 members 
Mstep: Class 3 contains 40061 members 
Mstep: Class 5 contains 20878 members 
Mstep: Class 6 contains 76420 members 
Mstep: Class 7 contains 24440 members 
Mstep: Class 8 contains 14270 members 
Mstep: Class 9 contains 16526 members 
Mstep: Class 10 contains 27634 members 
Mstep: Class 11 contains 47655 members 
Mstep: Class 12 contains 28894 members 
Mstep: Class 13 contains 11783 members 
Mstep: Class 14 contains 13026 members 
Mstep: Class 15 contains 12984 members 
Mstep: Class 16 contains 11220 members 
Mstep: Class 17 contains 17952 members 
Mstep: Class 18 contains 16318 members 
Mstep: Class 19 contains 29211 members 
Mstep: Class 20 contains 75042 members 
Mstep: Class 21 contains 41480 members 
Mstep: Class 22 contains 6690 members 
Mstep: Class 23 contains 19235 members 
Mstep: Class 24 contains 60899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74072504.000000 Penalty: 76364.859375
Iteration 3F: 24 clusters Score -7.40725e+07 nChanged 112812
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 15117 members 
Mstep: Class 3 contains 39010 members 
Mstep: Class 5 contains 19527 members 
Mstep: Class 6 contains 95412 members 
Mstep: Class 7 contains 19801 members 
Mstep: Class 8 contains 12197 members 
Mstep: Class 9 contains 14241 members 
Mstep: Class 10 contains 24485 members 
Mstep: Class 11 contains 39249 members 
Mstep: Class 12 contains 26525 members 
Mstep: Class 13 contains 9553 members 
Mstep: Class 14 contains 14553 members 
Mstep: Class 15 contains 11298 members 
Mstep: Class 16 contains 7288 members 
Mstep: Class 17 contains 15242 members 
Mstep: Class 18 contains 13188 members 
Mstep: Class 19 contains 25034 members 
Mstep: Class 20 contains 90988 members 
Mstep: Class 21 contains 41639 members 
Mstep: Class 22 contains 3824 members 
Mstep: Class 23 contains 20756 members 
Mstep: Class 24 contains 70204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2180.511963 but Gain 3320.210938
Score: -74163672.000000 Penalty: 73044.648438
Iteration 4F: 23 clusters Score -7.416367e+07 nChanged 103148
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 11932 members 
Mstep: Class 3 contains 36373 members 
Mstep: Class 5 contains 17712 members 
Mstep: Class 6 contains 120495 members 
Mstep: Class 7 contains 14758 members 
Mstep: Class 8 contains 10330 members 
Mstep: Class 9 contains 11942 members 
Mstep: Class 10 contains 20387 members 
Mstep: Class 11 contains 30020 members 
Mstep: Class 12 contains 22700 members 
Mstep: Class 13 contains 7844 members 
Mstep: Class 14 contains 15791 members 
Mstep: Class 15 contains 9779 members 
Mstep: Class 16 contains 4351 members 
Mstep: Class 17 contains 12536 members 
Mstep: Class 18 contains 10123 members 
Mstep: Class 19 contains 19472 members 
Mstep: Class 20 contains 108379 members 
Mstep: Class 21 contains 39350 members 
Mstep: Class 23 contains 23775 members 
Mstep: Class 24 contains 78840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3159.679199 but Gain 3320.210938
Score: -74246120.000000 Penalty: 69724.437500
Iteration 5F: 22 clusters Score -7.424612e+07 nChanged 94700
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 8881 members 
Mstep: Class 3 contains 32816 members 
Mstep: Class 5 contains 14919 members 
Mstep: Class 6 contains 151588 members 
Mstep: Class 7 contains 10096 members 
Mstep: Class 8 contains 8435 members 
Mstep: Class 9 contains 9597 members 
Mstep: Class 10 contains 15973 members 
Mstep: Class 11 contains 21629 members 
Mstep: Class 12 contains 17971 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 15999 members 
Mstep: Class 15 contains 8188 members 
Mstep: Class 17 contains 10038 members 
Mstep: Class 18 contains 7334 members 
Mstep: Class 19 contains 13863 members 
Mstep: Class 20 contains 124290 members 
Mstep: Class 21 contains 34727 members 
Mstep: Class 23 contains 27392 members 
Mstep: Class 24 contains 85384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74322136.000000 Penalty: 69724.437500
Iteration 6F: 22 clusters Score -7.432214e+07 nChanged 84384
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 28586 members 
Mstep: Class 5 contains 11418 members 
Mstep: Class 6 contains 186103 members 
Mstep: Class 7 contains 6195 members 
Mstep: Class 8 contains 6743 members 
Mstep: Class 9 contains 7553 members 
Mstep: Class 10 contains 11755 members 
Mstep: Class 11 contains 14943 members 
Mstep: Class 12 contains 13189 members 
Mstep: Class 13 contains 4824 members 
Mstep: Class 14 contains 15354 members 
Mstep: Class 15 contains 6652 members 
Mstep: Class 17 contains 7894 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 9191 members 
Mstep: Class 20 contains 134807 members 
Mstep: Class 21 contains 28241 members 
Mstep: Class 23 contains 31639 members 
Mstep: Class 24 contains 88348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74386400.000000 Penalty: 69724.437500
Iteration 7F: 22 clusters Score -7.43864e+07 nChanged 78141
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 25437 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 222366 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 5357 members 
Mstep: Class 9 contains 6010 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 9861 members 
Mstep: Class 12 contains 8988 members 
Mstep: Class 13 contains 3516 members 
Mstep: Class 14 contains 14136 members 
Mstep: Class 15 contains 5298 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 3392 members 
Mstep: Class 19 contains 5941 members 
Mstep: Class 20 contains 138562 members 
Mstep: Class 21 contains 21523 members 
Mstep: Class 23 contains 36026 members 
Mstep: Class 24 contains 87241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2708.765137 but Gain 3320.210938
Score: -74438616.000000 Penalty: 66404.226562
Iteration 8F: 21 clusters Score -7.443862e+07 nChanged 72128
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 2985 members 
Mstep: Class 3 contains 23989 members 
Mstep: Class 5 contains 5527 members 
Mstep: Class 6 contains 253823 members 
Mstep: Class 7 contains 2058 members 
Mstep: Class 8 contains 4316 members 
Mstep: Class 9 contains 5124 members 
Mstep: Class 10 contains 6316 members 
Mstep: Class 11 contains 6243 members 
Mstep: Class 12 contains 6087 members 
Mstep: Class 13 contains 2611 members 
Mstep: Class 14 contains 12517 members 
Mstep: Class 15 contains 4274 members 
Mstep: Class 17 contains 4743 members 
Mstep: Class 19 contains 4073 members 
Mstep: Class 20 contains 138891 members 
Mstep: Class 21 contains 15959 members 
Mstep: Class 23 contains 40492 members 
Mstep: Class 24 contains 83818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2412.831055 but Gain 3320.210938
Score: -74476080.000000 Penalty: 63084.015625
Iteration 9F: 20 clusters Score -7.447608e+07 nChanged 60124
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 2310 members 
Mstep: Class 3 contains 23764 members 
Mstep: Class 5 contains 3799 members 
Mstep: Class 6 contains 271995 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 4883 members 
Mstep: Class 10 contains 4844 members 
Mstep: Class 11 contains 3728 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 14 contains 10858 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 19 contains 2977 members 
Mstep: Class 20 contains 139186 members 
Mstep: Class 21 contains 11801 members 
Mstep: Class 23 contains 45078 members 
Mstep: Class 24 contains 81661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2276.499268 but Gain 3320.210938
Score: -74499464.000000 Penalty: 59763.804688
Iteration 10F: 19 clusters Score -7.449946e+07 nChanged 46942
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 3 contains 24198 members 
Mstep: Class 5 contains 2824 members 
Mstep: Class 6 contains 276319 members 
Mstep: Class 7 contains 741 members 
Mstep: Class 8 contains 3287 members 
Mstep: Class 9 contains 5178 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 3309 members 
Mstep: Class 14 contains 9215 members 
Mstep: Class 15 contains 3552 members 
Mstep: Class 17 contains 3335 members 
Mstep: Class 19 contains 2362 members 
Mstep: Class 20 contains 142192 members 
Mstep: Class 21 contains 8799 members 
Mstep: Class 23 contains 48914 members 
Mstep: Class 24 contains 83010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2465.037109 but Gain 3320.210938
Score: -74518648.000000 Penalty: 56443.593750
Iteration 11F: 18 clusters Score -7.451865e+07 nChanged 37247
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 3 contains 24724 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 272650 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 5861 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 1531 members 
Mstep: Class 12 contains 2677 members 
Mstep: Class 14 contains 7733 members 
Mstep: Class 15 contains 3612 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 20 contains 146834 members 
Mstep: Class 21 contains 6578 members 
Mstep: Class 23 contains 52084 members 
Mstep: Class 24 contains 86627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2453.565430 but Gain 3320.210938
Score: -74533208.000000 Penalty: 53123.382812
Iteration 12F: 17 clusters Score -7.453321e+07 nChanged 30278
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 3 contains 25032 members 
Mstep: Class 6 contains 265455 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 2937 members 
Mstep: Class 9 contains 6678 members 
Mstep: Class 10 contains 3656 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 12 contains 2258 members 
Mstep: Class 14 contains 6437 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 17 contains 2888 members 
Mstep: Class 20 contains 151952 members 
Mstep: Class 21 contains 4844 members 
Mstep: Class 23 contains 54607 members 
Mstep: Class 24 contains 91399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2452.933105 but Gain 3320.210938
Score: -74546016.000000 Penalty: 49803.171875
Iteration 13Q: 16 clusters Score -7.454602e+07 nChanged 25464
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 3 contains 25258 members 
Mstep: Class 6 contains 255821 members 
Mstep: Class 7 contains 219 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 7681 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 948 members 
Mstep: Class 14 contains 5257 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 17 contains 2815 members 
Mstep: Class 20 contains 157715 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 23 contains 56127 members 
Mstep: Class 24 contains 96894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74557896.000000 Penalty: 49803.171875
Iteration 14Q: 16 clusters Score -7.45579e+07 nChanged 20767
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 3 contains 25299 members 
Mstep: Class 6 contains 245108 members 
Mstep: Class 7 contains 196 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 3821 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 14 contains 4268 members 
Mstep: Class 15 contains 4965 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 20 contains 162997 members 
Mstep: Class 21 contains 2878 members 
Mstep: Class 23 contains 57023 members 
Mstep: Class 24 contains 101780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2870.786377 but Gain 3320.214844
Score: -74567400.000000 Penalty: 46482.957031
Iteration 15Q: 15 clusters Score -7.45674e+07 nChanged 21213
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 3 contains 25270 members 
Mstep: Class 6 contains 235189 members 
Mstep: Class 7 contains 194 members 
Mstep: Class 8 contains 2779 members 
Mstep: Class 9 contains 9283 members 
Mstep: Class 10 contains 4120 members 
Mstep: Class 11 contains 788 members 
Mstep: Class 14 contains 3474 members 
Mstep: Class 15 contains 5504 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 20 contains 169177 members 
Mstep: Class 23 contains 57245 members 
Mstep: Class 24 contains 107430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74577704.000000 Penalty: 46482.957031
Iteration 16Q: 15 clusters Score -7.45777e+07 nChanged 17628
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 3 contains 25000 members 
Mstep: Class 6 contains 225095 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 9896 members 
Mstep: Class 10 contains 4385 members 
Mstep: Class 11 contains 754 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 5987 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 20 contains 174548 members 
Mstep: Class 23 contains 56943 members 
Mstep: Class 24 contains 111963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74584128.000000 Penalty: 46482.957031
Iteration 17Q: 15 clusters Score -7.458413e+07 nChanged 16286
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 3 contains 24734 members 
Mstep: Class 6 contains 215836 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 2896 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 4669 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 2425 members 
Mstep: Class 15 contains 6394 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 20 contains 179705 members 
Mstep: Class 23 contains 56223 members 
Mstep: Class 24 contains 116196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74590184.000000 Penalty: 46482.957031
Iteration 18Q: 15 clusters Score -7.459018e+07 nChanged 15114
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 3 contains 24449 members 
Mstep: Class 6 contains 207402 members 
Mstep: Class 7 contains 191 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 10863 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 6698 members 
Mstep: Class 17 contains 2817 members 
Mstep: Class 20 contains 184691 members 
Mstep: Class 23 contains 55140 members 
Mstep: Class 24 contains 120002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74595032.000000 Penalty: 46482.957031
Iteration 19Q: 15 clusters Score -7.459503e+07 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 3 contains 24114 members 
Mstep: Class 6 contains 200048 members 
Mstep: Class 7 contains 191 members 
Mstep: Class 8 contains 3163 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 5372 members 
Mstep: Class 11 contains 724 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 6965 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 20 contains 189080 members 
Mstep: Class 23 contains 53940 members 
Mstep: Class 24 contains 123381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74599064.000000 Penalty: 46482.957031
Iteration 20F: 15 clusters Score -7.459906e+07 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 3 contains 23788 members 
Mstep: Class 6 contains 193124 members 
Mstep: Class 7 contains 199 members 
Mstep: Class 8 contains 3327 members 
Mstep: Class 9 contains 11593 members 
Mstep: Class 10 contains 5849 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 7211 members 
Mstep: Class 17 contains 2906 members 
Mstep: Class 20 contains 193156 members 
Mstep: Class 23 contains 53058 members 
Mstep: Class 24 contains 126377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74602768.000000 Penalty: 46482.957031
Iteration 21Q: 15 clusters Score -7.460277e+07 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 3 contains 23470 members 
Mstep: Class 6 contains 186961 members 
Mstep: Class 7 contains 219 members 
Mstep: Class 8 contains 3492 members 
Mstep: Class 9 contains 11899 members 
Mstep: Class 10 contains 6402 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 14 contains 1543 members 
Mstep: Class 15 contains 7399 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 20 contains 196826 members 
Mstep: Class 23 contains 52250 members 
Mstep: Class 24 contains 128996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74605888.000000 Penalty: 46482.957031
Iteration 22Q: 15 clusters Score -7.460589e+07 nChanged 11703
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 3 contains 23167 members 
Mstep: Class 6 contains 181725 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 12136 members 
Mstep: Class 10 contains 7031 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 7579 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 20 contains 199880 members 
Mstep: Class 23 contains 51279 members 
Mstep: Class 24 contains 131290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74607920.000000 Penalty: 46482.957031
Iteration 23Q: 15 clusters Score -7.460792e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 3 contains 22852 members 
Mstep: Class 6 contains 177583 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 3863 members 
Mstep: Class 9 contains 12341 members 
Mstep: Class 10 contains 7677 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 7713 members 
Mstep: Class 17 contains 3182 members 
Mstep: Class 20 contains 202202 members 
Mstep: Class 23 contains 50322 members 
Mstep: Class 24 contains 133183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74609496.000000 Penalty: 46482.957031
Iteration 24Q: 15 clusters Score -7.46095e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 3 contains 22560 members 
Mstep: Class 6 contains 174223 members 
Mstep: Class 7 contains 229 members 
Mstep: Class 8 contains 4048 members 
Mstep: Class 9 contains 12517 members 
Mstep: Class 10 contains 8362 members 
Mstep: Class 11 contains 713 members 
Mstep: Class 14 contains 1254 members 
Mstep: Class 15 contains 7812 members 
Mstep: Class 17 contains 3305 members 
Mstep: Class 20 contains 203799 members 
Mstep: Class 23 contains 49468 members 
Mstep: Class 24 contains 134877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74610920.000000 Penalty: 46482.957031
Iteration 25Q: 15 clusters Score -7.461092e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 3 contains 22310 members 
Mstep: Class 6 contains 171622 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 12684 members 
Mstep: Class 10 contains 9017 members 
Mstep: Class 11 contains 713 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 17 contains 3451 members 
Mstep: Class 20 contains 204841 members 
Mstep: Class 23 contains 48671 members 
Mstep: Class 24 contains 136301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74612240.000000 Penalty: 46482.957031
Iteration 26Q: 15 clusters Score -7.461224e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 3 contains 22078 members 
Mstep: Class 6 contains 169572 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 12859 members 
Mstep: Class 10 contains 9652 members 
Mstep: Class 11 contains 713 members 
Mstep: Class 14 contains 1206 members 
Mstep: Class 15 contains 7952 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 20 contains 205448 members 
Mstep: Class 23 contains 47895 members 
Mstep: Class 24 contains 137574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74612776.000000 Penalty: 46482.957031
Iteration 27Q: 15 clusters Score -7.461278e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 3 contains 21866 members 
Mstep: Class 6 contains 167846 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 4589 members 
Mstep: Class 9 contains 13040 members 
Mstep: Class 10 contains 10223 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 8035 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 20 contains 205686 members 
Mstep: Class 23 contains 47213 members 
Mstep: Class 24 contains 138753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74613944.000000 Penalty: 46482.957031
Iteration 28Q: 15 clusters Score -7.461394e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 3 contains 21682 members 
Mstep: Class 6 contains 166497 members 
Mstep: Class 7 contains 225 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 13193 members 
Mstep: Class 10 contains 10788 members 
Mstep: Class 11 contains 711 members 
Mstep: Class 14 contains 1227 members 
Mstep: Class 15 contains 8111 members 
Mstep: Class 17 contains 3956 members 
Mstep: Class 20 contains 205396 members 
Mstep: Class 23 contains 46642 members 
Mstep: Class 24 contains 139965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74614664.000000 Penalty: 46482.957031
Iteration 29Q: 15 clusters Score -7.461466e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 3 contains 21553 members 
Mstep: Class 6 contains 165518 members 
Mstep: Class 7 contains 226 members 
Mstep: Class 8 contains 4908 members 
Mstep: Class 9 contains 13328 members 
Mstep: Class 10 contains 11274 members 
Mstep: Class 11 contains 709 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 8181 members 
Mstep: Class 17 contains 4162 members 
Mstep: Class 20 contains 204810 members 
Mstep: Class 23 contains 46100 members 
Mstep: Class 24 contains 141129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74615552.000000 Penalty: 46482.957031
Iteration 30Q: 15 clusters Score -7.461555e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 3 contains 21439 members 
Mstep: Class 6 contains 164850 members 
Mstep: Class 7 contains 226 members 
Mstep: Class 8 contains 5080 members 
Mstep: Class 9 contains 13451 members 
Mstep: Class 10 contains 11674 members 
Mstep: Class 11 contains 709 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 8239 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 20 contains 203983 members 
Mstep: Class 23 contains 45631 members 
Mstep: Class 24 contains 142193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616176.000000 Penalty: 46482.957031
Iteration 31Q: 15 clusters Score -7.461618e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 3 contains 21344 members 
Mstep: Class 6 contains 164337 members 
Mstep: Class 7 contains 226 members 
Mstep: Class 8 contains 5204 members 
Mstep: Class 9 contains 13579 members 
Mstep: Class 10 contains 12072 members 
Mstep: Class 11 contains 710 members 
Mstep: Class 14 contains 1243 members 
Mstep: Class 15 contains 8306 members 
Mstep: Class 17 contains 4657 members 
Mstep: Class 20 contains 203024 members 
Mstep: Class 23 contains 45198 members 
Mstep: Class 24 contains 143223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74616928.000000 Penalty: 46482.957031
Iteration 32Q: 15 clusters Score -7.461693e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 3 contains 21260 members 
Mstep: Class 6 contains 163934 members 
Mstep: Class 7 contains 226 members 
Mstep: Class 8 contains 5349 members 
Mstep: Class 9 contains 13680 members 
Mstep: Class 10 contains 12432 members 
Mstep: Class 11 contains 713 members 
Mstep: Class 14 contains 1243 members 
Mstep: Class 15 contains 8375 members 
Mstep: Class 17 contains 4907 members 
Mstep: Class 20 contains 201948 members 
Mstep: Class 23 contains 44790 members 
Mstep: Class 24 contains 144258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74617608.000000 Penalty: 46482.957031
Iteration 33Q: 15 clusters Score -7.461761e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 3 contains 21241 members 
Mstep: Class 6 contains 163794 members 
Mstep: Class 7 contains 225 members 
Mstep: Class 8 contains 5470 members 
Mstep: Class 9 contains 13754 members 
Mstep: Class 10 contains 12755 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 14 contains 1244 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 17 contains 5173 members 
Mstep: Class 20 contains 200623 members 
Mstep: Class 23 contains 44452 members 
Mstep: Class 24 contains 145244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74617600.000000 Penalty: 46482.957031
Iteration 34Q: 15 clusters Score -7.46176e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 3 contains 21215 members 
Mstep: Class 6 contains 163841 members 
Mstep: Class 7 contains 225 members 
Mstep: Class 8 contains 5570 members 
Mstep: Class 9 contains 13829 members 
Mstep: Class 10 contains 13031 members 
Mstep: Class 11 contains 711 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 8492 members 
Mstep: Class 17 contains 5453 members 
Mstep: Class 20 contains 199178 members 
Mstep: Class 23 contains 44127 members 
Mstep: Class 24 contains 146198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74617832.000000 Penalty: 46482.957031
Iteration 35Q: 15 clusters Score -7.461783e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 3 contains 21209 members 
Mstep: Class 6 contains 164074 members 
Mstep: Class 7 contains 223 members 
Mstep: Class 8 contains 5647 members 
Mstep: Class 9 contains 13902 members 
Mstep: Class 10 contains 13281 members 
Mstep: Class 11 contains 710 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 8518 members 
Mstep: Class 17 contains 5719 members 
Mstep: Class 20 contains 197642 members 
Mstep: Class 23 contains 43822 members 
Mstep: Class 24 contains 147128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74617768.000000 Penalty: 46482.957031
Iteration 36Q: 15 clusters Score -7.461777e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 3 contains 21205 members 
Mstep: Class 6 contains 164403 members 
Mstep: Class 7 contains 223 members 
Mstep: Class 8 contains 5665 members 
Mstep: Class 9 contains 13977 members 
Mstep: Class 10 contains 13542 members 
Mstep: Class 11 contains 709 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 8547 members 
Mstep: Class 17 contains 5948 members 
Mstep: Class 20 contains 196022 members 
Mstep: Class 23 contains 43568 members 
Mstep: Class 24 contains 148055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74617712.000000 Penalty: 46482.957031
Iteration 37Q: 15 clusters Score -7.461771e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 3 contains 21192 members 
Mstep: Class 6 contains 164874 members 
Mstep: Class 7 contains 223 members 
Mstep: Class 8 contains 5669 members 
Mstep: Class 9 contains 14032 members 
Mstep: Class 10 contains 13767 members 
Mstep: Class 11 contains 711 members 
Mstep: Class 14 contains 1257 members 
Mstep: Class 15 contains 8578 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 20 contains 194422 members 
Mstep: Class 23 contains 43346 members 
Mstep: Class 24 contains 148878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74618456.000000 Penalty: 46482.957031
Iteration 38Q: 15 clusters Score -7.461846e+07 nChanged 4465
Entering ConstructFrom: 
Score: -74618456.000000 Penalty: 46482.957031
Entering ConstructFrom: 
Trying to split cluster 1 (28960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Entering Unmasked Estep 
Score: -3359481.750000 Penalty: 2547.870361
	Iteration 0F: 2 clusters Score -3359482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3339704.500000 Penalty: 5095.740723
	Iteration 0F: 3 clusters Score -3339704 nChanged 12954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3346608.750000 Penalty: 5095.740723
	Iteration 1F: 3 clusters Score -3346609 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3347141.000000 Penalty: 5095.740723
	Iteration 2F: 3 clusters Score -3347141 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3347692.500000 Penalty: 5095.740723
	Iteration 3Q: 3 clusters Score -3347692 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3348350.750000 Penalty: 5095.740723
	Iteration 4Q: 3 clusters Score -3348351 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3349213.000000 Penalty: 5095.740723
	Iteration 5F: 3 clusters Score -3349213 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3350358.750000 Penalty: 5095.740723
	Iteration 6F: 3 clusters Score -3350359 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3351904.000000 Penalty: 5095.740723
	Iteration 7F: 3 clusters Score -3351904 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3353705.250000 Penalty: 5095.740723
	Iteration 8F: 3 clusters Score -3353705 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3355218.500000 Penalty: 5095.740723
	Iteration 9F: 3 clusters Score -3355218 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3356225.750000 Penalty: 5095.740723
	Iteration 10Q: 3 clusters Score -3356226 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3356811.000000 Penalty: 5095.740723
	Iteration 11Q: 3 clusters Score -3356811 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3357221.500000 Penalty: 5095.740723
	Iteration 12Q: 3 clusters Score -3357222 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3357492.250000 Penalty: 5095.740723
	Iteration 13Q: 3 clusters Score -3357492 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3357684.500000 Penalty: 5095.740723
	Iteration 14Q: 3 clusters Score -3357684 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3357909.750000 Penalty: 5095.740723
	Iteration 15Q: 3 clusters Score -3357910 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3358120.750000 Penalty: 5095.740723
	Iteration 16Q: 3 clusters Score -3358121 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3358241.500000 Penalty: 5095.740723
	Iteration 17Q: 3 clusters Score -3358242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3358311.500000 Penalty: 5095.740723
	Iteration 18Q: 3 clusters Score -3358312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3358355.000000 Penalty: 5095.740723
	Iteration 19Q: 3 clusters Score -3358355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3358404.250000 Penalty: 5095.740723
	Iteration 20F: 3 clusters Score -3358404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3358442.750000 Penalty: 5095.740723
	Iteration 21Q: 3 clusters Score -3358443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3358457.750000 Penalty: 5095.740723
	Iteration 22Q: 3 clusters Score -3358458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3358479.500000 Penalty: 5095.740723
	Iteration 23Q: 3 clusters Score -3358480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3358488.250000 Penalty: 5095.740723
	Iteration 24Q: 3 clusters Score -3358488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3358494.000000 Penalty: 5095.740723
	Iteration 25Q: 3 clusters Score -3358494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3358497.250000 Penalty: 5095.740723
	Iteration 26Q: 3 clusters Score -3358497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3358505.500000 Penalty: 5095.740723
	Iteration 27Q: 3 clusters Score -3358506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3358512.500000 Penalty: 5095.740723
	Iteration 28Q: 3 clusters Score -3358512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3358510.750000 Penalty: 5095.740723
	Iteration 29Q: 3 clusters Score -3358511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3358510.750000 Penalty: 5095.740723
	Iteration 30F: 3 clusters Score -3358511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Entering Unmasked Estep 
Score: -2468216.750000 Penalty: 2470.422119
	Iteration 0F: 2 clusters Score -2468217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2453500.250000 Penalty: 4940.844238
	Iteration 0F: 3 clusters Score -2453500 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2458687.750000 Penalty: 4940.844238
	Iteration 1F: 3 clusters Score -2458688 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2459430.750000 Penalty: 4940.844238
	Iteration 2F: 3 clusters Score -2459431 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2460282.000000 Penalty: 4940.844238
	Iteration 3F: 3 clusters Score -2460282 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2461043.750000 Penalty: 4940.844238
	Iteration 4F: 3 clusters Score -2461044 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2461780.000000 Penalty: 4940.844238
	Iteration 5F: 3 clusters Score -2461780 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2462494.750000 Penalty: 4940.844238
	Iteration 6F: 3 clusters Score -2462495 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2463249.500000 Penalty: 4940.844238
	Iteration 7F: 3 clusters Score -2463250 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2464105.750000 Penalty: 4940.844238
	Iteration 8F: 3 clusters Score -2464106 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2464968.250000 Penalty: 4940.844238
	Iteration 9F: 3 clusters Score -2464968 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2465753.500000 Penalty: 4940.844238
	Iteration 10Q: 3 clusters Score -2465754 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2466243.000000 Penalty: 4940.844238
	Iteration 11Q: 3 clusters Score -2466243 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2466473.750000 Penalty: 4940.844238
	Iteration 12Q: 3 clusters Score -2466474 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2466604.000000 Penalty: 4940.844238
	Iteration 13Q: 3 clusters Score -2466604 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2466698.250000 Penalty: 4940.844238
	Iteration 14Q: 3 clusters Score -2466698 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2466743.500000 Penalty: 4940.844238
	Iteration 15Q: 3 clusters Score -2466744 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2466764.000000 Penalty: 4940.844238
	Iteration 16Q: 3 clusters Score -2466764 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2466799.000000 Penalty: 4940.844238
	Iteration 17Q: 3 clusters Score -2466799 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2466818.500000 Penalty: 4940.844238
	Iteration 18Q: 3 clusters Score -2466818 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2466829.500000 Penalty: 4940.844238
	Iteration 19Q: 3 clusters Score -2466830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2466839.000000 Penalty: 4940.844238
	Iteration 20F: 3 clusters Score -2466839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2466837.750000 Penalty: 4940.844238
	Iteration 21Q: 3 clusters Score -2466838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2466840.000000 Penalty: 4940.844238
	Iteration 22Q: 3 clusters Score -2466840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2466842.250000 Penalty: 4940.844238
	Iteration 23Q: 3 clusters Score -2466842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2466844.500000 Penalty: 4940.844238
	Iteration 24Q: 3 clusters Score -2466844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2466846.000000 Penalty: 4940.844238
	Iteration 25Q: 3 clusters Score -2466846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2466847.250000 Penalty: 4940.844238
	Iteration 26Q: 3 clusters Score -2466847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2466852.750000 Penalty: 4940.844238
	Iteration 27Q: 3 clusters Score -2466853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2466858.000000 Penalty: 4940.844238
	Iteration 28Q: 3 clusters Score -2466858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2466849.750000 Penalty: 4940.844238
	Iteration 29Q: 3 clusters Score -2466850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2466853.250000 Penalty: 4940.844238
	Iteration 30Q: 3 clusters Score -2466853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2466853.500000 Penalty: 4940.844238
	Iteration 31Q: 3 clusters Score -2466854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2466848.500000 Penalty: 4940.844238
	Iteration 32Q: 3 clusters Score -2466848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2466848.250000 Penalty: 4940.844238
	Iteration 33Q: 3 clusters Score -2466848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2466851.000000 Penalty: 4940.844238
	Iteration 34Q: 3 clusters Score -2466851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2466853.750000 Penalty: 4940.844238
	Iteration 35Q: 3 clusters Score -2466854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2466855.500000 Penalty: 4940.844238
	Iteration 36Q: 3 clusters Score -2466856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2466852.500000 Penalty: 4940.844238
	Iteration 37Q: 3 clusters Score -2466852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2466853.000000 Penalty: 4940.844238
	Iteration 38Q: 3 clusters Score -2466853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2466853.000000 Penalty: 4940.844238
	Iteration 39F: 3 clusters Score -2466853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (165470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165470 members 
Entering Unmasked Estep 
Score: -19217008.000000 Penalty: 2980.103271
	Iteration 0F: 2 clusters Score -1.921701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -19107288.000000 Penalty: 5960.206543
	Iteration 0F: 3 clusters Score -1.910729e+07 nChanged 79207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -19153888.000000 Penalty: 5960.206543
	Iteration 1F: 3 clusters Score -1.915389e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -19154954.000000 Penalty: 5960.206543
	Iteration 2Q: 3 clusters Score -1.915495e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87795 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -19156762.000000 Penalty: 5960.206543
	Iteration 3Q: 3 clusters Score -1.915676e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -19159536.000000 Penalty: 5960.206543
	Iteration 4Q: 3 clusters Score -1.915954e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -19164398.000000 Penalty: 5960.206543
	Iteration 5F: 3 clusters Score -1.91644e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -19173008.000000 Penalty: 5960.206543
	Iteration 6F: 3 clusters Score -1.917301e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112313 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -19184592.000000 Penalty: 5960.206543
	Iteration 7F: 3 clusters Score -1.918459e+07 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119735 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -19196020.000000 Penalty: 5960.206543
	Iteration 8F: 3 clusters Score -1.919602e+07 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124141 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -19203012.000000 Penalty: 5960.206543
	Iteration 9F: 3 clusters Score -1.920301e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126776 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -19206056.000000 Penalty: 5960.206543
	Iteration 10Q: 3 clusters Score -1.920606e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128802 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -19207610.000000 Penalty: 5960.206543
	Iteration 11Q: 3 clusters Score -1.920761e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130576 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -19208844.000000 Penalty: 5960.206543
	Iteration 12Q: 3 clusters Score -1.920884e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132150 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -19209800.000000 Penalty: 5960.206543
	Iteration 13Q: 3 clusters Score -1.92098e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133628 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -19210468.000000 Penalty: 5960.206543
	Iteration 14Q: 3 clusters Score -1.921047e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135027 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -19210892.000000 Penalty: 5960.206543
	Iteration 15Q: 3 clusters Score -1.921089e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136374 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -19211318.000000 Penalty: 5960.206543
	Iteration 16Q: 3 clusters Score -1.921132e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137622 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -19211742.000000 Penalty: 5960.206543
	Iteration 17Q: 3 clusters Score -1.921174e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138819 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -19212088.000000 Penalty: 5960.206543
	Iteration 18Q: 3 clusters Score -1.921209e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139966 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -19212408.000000 Penalty: 5960.206543
	Iteration 19Q: 3 clusters Score -1.921241e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141117 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -19212706.000000 Penalty: 5960.206543
	Iteration 20F: 3 clusters Score -1.921271e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142326 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -19212898.000000 Penalty: 5960.206543
	Iteration 21Q: 3 clusters Score -1.92129e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143490 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -19213160.000000 Penalty: 5960.206543
	Iteration 22Q: 3 clusters Score -1.921316e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144584 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -19213380.000000 Penalty: 5960.206543
	Iteration 23Q: 3 clusters Score -1.921338e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145701 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -19213580.000000 Penalty: 5960.206543
	Iteration 24Q: 3 clusters Score -1.921358e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146818 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -19213826.000000 Penalty: 5960.206543
	Iteration 25Q: 3 clusters Score -1.921383e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147889 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -19213966.000000 Penalty: 5960.206543
	Iteration 26Q: 3 clusters Score -1.921397e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148932 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -19214218.000000 Penalty: 5960.206543
	Iteration 27Q: 3 clusters Score -1.921422e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149931 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -19214258.000000 Penalty: 5960.206543
	Iteration 28Q: 3 clusters Score -1.921426e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150884 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -19214360.000000 Penalty: 5960.206543
	Iteration 29Q: 3 clusters Score -1.921436e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151733 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -19214484.000000 Penalty: 5960.206543
	Iteration 30Q: 3 clusters Score -1.921448e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152565 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -19214590.000000 Penalty: 5960.206543
	Iteration 31Q: 3 clusters Score -1.921459e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153294 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -19214688.000000 Penalty: 5960.206543
	Iteration 32Q: 3 clusters Score -1.921469e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -19214778.000000 Penalty: 5960.206543
	Iteration 33Q: 3 clusters Score -1.921478e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154576 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -19214826.000000 Penalty: 5960.206543
	Iteration 34Q: 3 clusters Score -1.921483e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155154 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -19214848.000000 Penalty: 5960.206543
	Iteration 35Q: 3 clusters Score -1.921485e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155725 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -19214932.000000 Penalty: 5960.206543
	Iteration 36Q: 3 clusters Score -1.921493e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156239 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -19214994.000000 Penalty: 5960.206543
	Iteration 37Q: 3 clusters Score -1.921499e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156709 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -19215018.000000 Penalty: 5960.206543
	Iteration 38Q: 3 clusters Score -1.921502e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157160 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -19215040.000000 Penalty: 5960.206543
	Iteration 39Q: 3 clusters Score -1.921504e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157546 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -19215038.000000 Penalty: 5960.206543
	Iteration 40F: 3 clusters Score -1.921504e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157931 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -19214998.000000 Penalty: 5960.206543
	Iteration 41Q: 3 clusters Score -1.9215e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158287 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -19214966.000000 Penalty: 5960.206543
	Iteration 42Q: 3 clusters Score -1.921497e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -19215034.000000 Penalty: 5960.206543
	Iteration 43Q: 3 clusters Score -1.921503e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158919 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -19215006.000000 Penalty: 5960.206543
	Iteration 44Q: 3 clusters Score -1.921501e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159237 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -19215048.000000 Penalty: 5960.206543
	Iteration 45Q: 3 clusters Score -1.921505e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159536 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -19215100.000000 Penalty: 5960.206543
	Iteration 46Q: 3 clusters Score -1.92151e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159776 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -19215058.000000 Penalty: 5960.206543
	Iteration 47Q: 3 clusters Score -1.921506e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160004 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -19215048.000000 Penalty: 5960.206543
	Iteration 48Q: 3 clusters Score -1.921505e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160198 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -19215002.000000 Penalty: 5960.206543
	Iteration 49Q: 3 clusters Score -1.9215e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160395 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -19215050.000000 Penalty: 5960.206543
	Iteration 50Q: 3 clusters Score -1.921505e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160569 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -19215026.000000 Penalty: 5960.206543
	Iteration 51Q: 3 clusters Score -1.921503e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160721 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -19215064.000000 Penalty: 5960.206543
	Iteration 52Q: 3 clusters Score -1.921506e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160879 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -19215078.000000 Penalty: 5960.206543
	Iteration 53Q: 3 clusters Score -1.921508e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161022 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -19215040.000000 Penalty: 5960.206543
	Iteration 54Q: 3 clusters Score -1.921504e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161163 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -19215012.000000 Penalty: 5960.206543
	Iteration 55Q: 3 clusters Score -1.921501e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161281 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -19215038.000000 Penalty: 5960.206543
	Iteration 56Q: 3 clusters Score -1.921504e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161395 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -19215022.000000 Penalty: 5960.206543
	Iteration 57Q: 3 clusters Score -1.921502e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161500 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -19215038.000000 Penalty: 5960.206543
	Iteration 58Q: 3 clusters Score -1.921504e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161596 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -19215014.000000 Penalty: 5960.206543
	Iteration 59Q: 3 clusters Score -1.921501e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161698 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -19215026.000000 Penalty: 5960.206543
	Iteration 60F: 3 clusters Score -1.921503e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161780 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -19214992.000000 Penalty: 5960.206543
	Iteration 61Q: 3 clusters Score -1.921499e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161854 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -19215042.000000 Penalty: 5960.206543
	Iteration 62Q: 3 clusters Score -1.921504e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161934 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -19215046.000000 Penalty: 5960.206543
	Iteration 63Q: 3 clusters Score -1.921505e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162016 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -19215038.000000 Penalty: 5960.206543
	Iteration 64Q: 3 clusters Score -1.921504e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162080 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -19215026.000000 Penalty: 5960.206543
	Iteration 65Q: 3 clusters Score -1.921503e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162118 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -19214994.000000 Penalty: 5960.206543
	Iteration 66Q: 3 clusters Score -1.921499e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162153 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -19214976.000000 Penalty: 5960.206543
	Iteration 67Q: 3 clusters Score -1.921498e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162191 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -19214994.000000 Penalty: 5960.206543
	Iteration 68Q: 3 clusters Score -1.921499e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162229 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -19214988.000000 Penalty: 5960.206543
	Iteration 69Q: 3 clusters Score -1.921499e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162261 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -19215024.000000 Penalty: 5960.206543
	Iteration 70Q: 3 clusters Score -1.921502e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162294 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -19215016.000000 Penalty: 5960.206543
	Iteration 71Q: 3 clusters Score -1.921502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162320 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -19215002.000000 Penalty: 5960.206543
	Iteration 72Q: 3 clusters Score -1.9215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162336 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -19215020.000000 Penalty: 5960.206543
	Iteration 73Q: 3 clusters Score -1.921502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162347 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -19215004.000000 Penalty: 5960.206543
	Iteration 74Q: 3 clusters Score -1.9215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162358 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -19215014.000000 Penalty: 5960.206543
	Iteration 75Q: 3 clusters Score -1.921501e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162375 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -19215020.000000 Penalty: 5960.206543
	Iteration 76Q: 3 clusters Score -1.921502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162394 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -19215004.000000 Penalty: 5960.206543
	Iteration 77Q: 3 clusters Score -1.9215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162410 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -19215002.000000 Penalty: 5960.206543
	Iteration 78Q: 3 clusters Score -1.9215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162423 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -19215022.000000 Penalty: 5960.206543
	Iteration 79Q: 3 clusters Score -1.921502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162433 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -19215034.000000 Penalty: 5960.206543
	Iteration 80F: 3 clusters Score -1.921503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162441 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -19215034.000000 Penalty: 5960.206543
	Iteration 81Q: 3 clusters Score -1.921503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162448 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -19215036.000000 Penalty: 5960.206543
	Iteration 82Q: 3 clusters Score -1.921504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162453 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -19215030.000000 Penalty: 5960.206543
	Iteration 83Q: 3 clusters Score -1.921503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162458 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -19215036.000000 Penalty: 5960.206543
	Iteration 84Q: 3 clusters Score -1.921504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162463 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -19215022.000000 Penalty: 5960.206543
	Iteration 85Q: 3 clusters Score -1.921502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162467 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -19215020.000000 Penalty: 5960.206543
	Iteration 86Q: 3 clusters Score -1.921502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -19215026.000000 Penalty: 5960.206543
	Iteration 87Q: 3 clusters Score -1.921503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162470 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -19215028.000000 Penalty: 5960.206543
	Iteration 88Q: 3 clusters Score -1.921503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162471 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -19215010.000000 Penalty: 5960.206543
	Iteration 89Q: 3 clusters Score -1.921501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162473 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -19215010.000000 Penalty: 5960.206543
	Iteration 90Q: 3 clusters Score -1.921501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162474 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -19215014.000000 Penalty: 5960.206543
	Iteration 91Q: 3 clusters Score -1.921501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162476 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -19215016.000000 Penalty: 5960.206543
	Iteration 92Q: 3 clusters Score -1.921502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162477 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -19215024.000000 Penalty: 5960.206543
	Iteration 93Q: 3 clusters Score -1.921502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162477 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -19215024.000000 Penalty: 5960.206543
	Iteration 94F: 3 clusters Score -1.921502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -23288.904297 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -23288.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22136.669922 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -22136.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22202.984375 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -22202.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22215.351562 Penalty: 2681.957275
	Iteration 2Q: 3 clusters Score -22215.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22219.943359 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -22219.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22219.943359 Penalty: 2681.957275
	Iteration 4F: 3 clusters Score -22219.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Entering Unmasked Estep 
Score: -670742.187500 Penalty: 2143.799805
	Iteration 0F: 2 clusters Score -670742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -665799.062500 Penalty: 4287.599609
	Iteration 0F: 3 clusters Score -665799.1 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -667025.312500 Penalty: 4287.599609
	Iteration 1F: 3 clusters Score -667025.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -667252.375000 Penalty: 4287.599609
	Iteration 2F: 3 clusters Score -667252.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -667385.437500 Penalty: 4287.599609
	Iteration 3Q: 3 clusters Score -667385.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -667473.500000 Penalty: 4287.599609
	Iteration 4Q: 3 clusters Score -667473.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -667547.187500 Penalty: 4287.599609
	Iteration 5Q: 3 clusters Score -667547.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -667612.687500 Penalty: 4287.599609
	Iteration 6Q: 3 clusters Score -667612.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -667674.000000 Penalty: 4287.599609
	Iteration 7Q: 3 clusters Score -667674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -667733.937500 Penalty: 4287.599609
	Iteration 8Q: 3 clusters Score -667733.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -667802.125000 Penalty: 4287.599609
	Iteration 9Q: 3 clusters Score -667802.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -667872.937500 Penalty: 4287.599609
	Iteration 10Q: 3 clusters Score -667872.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -667941.562500 Penalty: 4287.599609
	Iteration 11Q: 3 clusters Score -667941.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -668014.500000 Penalty: 4287.599609
	Iteration 12Q: 3 clusters Score -668014.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -668104.312500 Penalty: 4287.599609
	Iteration 13Q: 3 clusters Score -668104.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -668188.687500 Penalty: 4287.599609
	Iteration 14Q: 3 clusters Score -668188.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -668274.250000 Penalty: 4287.599609
	Iteration 15Q: 3 clusters Score -668274.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -668350.750000 Penalty: 4287.599609
	Iteration 16Q: 3 clusters Score -668350.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -668412.937500 Penalty: 4287.599609
	Iteration 17Q: 3 clusters Score -668412.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -668457.312500 Penalty: 4287.599609
	Iteration 18Q: 3 clusters Score -668457.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -668504.000000 Penalty: 4287.599609
	Iteration 19Q: 3 clusters Score -668504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -668552.625000 Penalty: 4287.599609
	Iteration 20F: 3 clusters Score -668552.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -668597.312500 Penalty: 4287.599609
	Iteration 21Q: 3 clusters Score -668597.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -668636.000000 Penalty: 4287.599609
	Iteration 22Q: 3 clusters Score -668636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -668662.875000 Penalty: 4287.599609
	Iteration 23Q: 3 clusters Score -668662.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -668680.125000 Penalty: 4287.599609
	Iteration 24Q: 3 clusters Score -668680.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -668702.312500 Penalty: 4287.599609
	Iteration 25Q: 3 clusters Score -668702.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -668716.562500 Penalty: 4287.599609
	Iteration 26Q: 3 clusters Score -668716.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -668734.125000 Penalty: 4287.599609
	Iteration 27Q: 3 clusters Score -668734.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -668752.937500 Penalty: 4287.599609
	Iteration 28Q: 3 clusters Score -668752.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -668775.875000 Penalty: 4287.599609
	Iteration 29Q: 3 clusters Score -668775.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -668800.312500 Penalty: 4287.599609
	Iteration 30Q: 3 clusters Score -668800.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -668834.500000 Penalty: 4287.599609
	Iteration 31Q: 3 clusters Score -668834.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -668856.625000 Penalty: 4287.599609
	Iteration 32Q: 3 clusters Score -668856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -668871.562500 Penalty: 4287.599609
	Iteration 33Q: 3 clusters Score -668871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -668876.500000 Penalty: 4287.599609
	Iteration 34Q: 3 clusters Score -668876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -668884.250000 Penalty: 4287.599609
	Iteration 35Q: 3 clusters Score -668884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -668889.812500 Penalty: 4287.599609
	Iteration 36Q: 3 clusters Score -668889.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -668897.750000 Penalty: 4287.599609
	Iteration 37Q: 3 clusters Score -668897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -668899.625000 Penalty: 4287.599609
	Iteration 38Q: 3 clusters Score -668899.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -668903.750000 Penalty: 4287.599609
	Iteration 39Q: 3 clusters Score -668903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -668904.875000 Penalty: 4287.599609
	Iteration 40F: 3 clusters Score -668904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -668905.062500 Penalty: 4287.599609
	Iteration 41Q: 3 clusters Score -668905.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -668905.062500 Penalty: 4287.599609
	Iteration 42F: 3 clusters Score -668905.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Entering Unmasked Estep 
Score: -1670472.000000 Penalty: 2369.427490
	Iteration 0F: 2 clusters Score -1670472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1660178.500000 Penalty: 4738.854980
	Iteration 0F: 3 clusters Score -1660178 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1663399.750000 Penalty: 4738.854980
	Iteration 1F: 3 clusters Score -1663400 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1663730.000000 Penalty: 4738.854980
	Iteration 2F: 3 clusters Score -1663730 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1663970.250000 Penalty: 4738.854980
	Iteration 3Q: 3 clusters Score -1663970 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1664164.500000 Penalty: 4738.854980
	Iteration 4Q: 3 clusters Score -1664164 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1664341.125000 Penalty: 4738.854980
	Iteration 5Q: 3 clusters Score -1664341 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1664502.250000 Penalty: 4738.854980
	Iteration 6Q: 3 clusters Score -1664502 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1664645.000000 Penalty: 4738.854980
	Iteration 7Q: 3 clusters Score -1664645 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1664793.875000 Penalty: 4738.854980
	Iteration 8Q: 3 clusters Score -1664794 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1664957.000000 Penalty: 4738.854980
	Iteration 9Q: 3 clusters Score -1664957 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1665127.125000 Penalty: 4738.854980
	Iteration 10Q: 3 clusters Score -1665127 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1665311.000000 Penalty: 4738.854980
	Iteration 11Q: 3 clusters Score -1665311 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1665530.750000 Penalty: 4738.854980
	Iteration 12Q: 3 clusters Score -1665531 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1665760.250000 Penalty: 4738.854980
	Iteration 13Q: 3 clusters Score -1665760 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1666001.125000 Penalty: 4738.854980
	Iteration 14Q: 3 clusters Score -1666001 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1666288.250000 Penalty: 4738.854980
	Iteration 15Q: 3 clusters Score -1666288 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1666552.375000 Penalty: 4738.854980
	Iteration 16Q: 3 clusters Score -1666552 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1666757.125000 Penalty: 4738.854980
	Iteration 17Q: 3 clusters Score -1666757 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1666906.625000 Penalty: 4738.854980
	Iteration 18Q: 3 clusters Score -1666907 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1667026.375000 Penalty: 4738.854980
	Iteration 19Q: 3 clusters Score -1667026 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1667088.875000 Penalty: 4738.854980
	Iteration 20F: 3 clusters Score -1667089 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1667121.625000 Penalty: 4738.854980
	Iteration 21Q: 3 clusters Score -1667122 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1667153.875000 Penalty: 4738.854980
	Iteration 22Q: 3 clusters Score -1667154 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1667166.875000 Penalty: 4738.854980
	Iteration 23Q: 3 clusters Score -1667167 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1667185.625000 Penalty: 4738.854980
	Iteration 24Q: 3 clusters Score -1667186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1667195.250000 Penalty: 4738.854980
	Iteration 25Q: 3 clusters Score -1667195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1667204.000000 Penalty: 4738.854980
	Iteration 26Q: 3 clusters Score -1667204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1667216.000000 Penalty: 4738.854980
	Iteration 27Q: 3 clusters Score -1667216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1667223.125000 Penalty: 4738.854980
	Iteration 28Q: 3 clusters Score -1667223 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1667228.750000 Penalty: 4738.854980
	Iteration 29Q: 3 clusters Score -1667229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1667235.500000 Penalty: 4738.854980
	Iteration 30Q: 3 clusters Score -1667236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1667240.500000 Penalty: 4738.854980
	Iteration 31Q: 3 clusters Score -1667240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1667241.500000 Penalty: 4738.854980
	Iteration 32Q: 3 clusters Score -1667242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1667249.375000 Penalty: 4738.854980
	Iteration 33Q: 3 clusters Score -1667249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1667253.000000 Penalty: 4738.854980
	Iteration 34Q: 3 clusters Score -1667253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1667248.625000 Penalty: 4738.854980
	Iteration 35Q: 3 clusters Score -1667249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1667248.500000 Penalty: 4738.854980
	Iteration 36Q: 3 clusters Score -1667248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1667255.750000 Penalty: 4738.854980
	Iteration 37Q: 3 clusters Score -1667256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1667258.500000 Penalty: 4738.854980
	Iteration 38Q: 3 clusters Score -1667258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1667264.875000 Penalty: 4738.854980
	Iteration 39Q: 3 clusters Score -1667265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1667266.125000 Penalty: 4738.854980
	Iteration 40F: 3 clusters Score -1667266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1667266.000000 Penalty: 4738.854980
	Iteration 41Q: 3 clusters Score -1667266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1667265.750000 Penalty: 4738.854980
	Iteration 42Q: 3 clusters Score -1667266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1667269.625000 Penalty: 4738.854980
	Iteration 43Q: 3 clusters Score -1667270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1667273.125000 Penalty: 4738.854980
	Iteration 44Q: 3 clusters Score -1667273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1667274.875000 Penalty: 4738.854980
	Iteration 45Q: 3 clusters Score -1667275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1667276.750000 Penalty: 4738.854980
	Iteration 46Q: 3 clusters Score -1667277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1667280.500000 Penalty: 4738.854980
	Iteration 47Q: 3 clusters Score -1667280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1667282.625000 Penalty: 4738.854980
	Iteration 48Q: 3 clusters Score -1667283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1667277.625000 Penalty: 4738.854980
	Iteration 49Q: 3 clusters Score -1667278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1667283.125000 Penalty: 4738.854980
	Iteration 50Q: 3 clusters Score -1667283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1667285.875000 Penalty: 4738.854980
	Iteration 51Q: 3 clusters Score -1667286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1667283.625000 Penalty: 4738.854980
	Iteration 52Q: 3 clusters Score -1667284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1667285.750000 Penalty: 4738.854980
	Iteration 53Q: 3 clusters Score -1667286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1667281.000000 Penalty: 4738.854980
	Iteration 54Q: 3 clusters Score -1667281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1667282.750000 Penalty: 4738.854980
	Iteration 55Q: 3 clusters Score -1667283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1667284.750000 Penalty: 4738.854980
	Iteration 56Q: 3 clusters Score -1667285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1667284.250000 Penalty: 4738.854980
	Iteration 57Q: 3 clusters Score -1667284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1667284.625000 Penalty: 4738.854980
	Iteration 58Q: 3 clusters Score -1667285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1667284.000000 Penalty: 4738.854980
	Iteration 59Q: 3 clusters Score -1667284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1667286.500000 Penalty: 4738.854980
	Iteration 60F: 3 clusters Score -1667286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1667286.000000 Penalty: 4738.854980
	Iteration 61Q: 3 clusters Score -1667286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1667286.500000 Penalty: 4738.854980
	Iteration 62Q: 3 clusters Score -1667286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1667286.500000 Penalty: 4738.854980
	Iteration 63F: 3 clusters Score -1667286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Entering Unmasked Estep 
Score: -1660587.500000 Penalty: 2366.793457
	Iteration 0F: 2 clusters Score -1660588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1650366.500000 Penalty: 4733.586914
	Iteration 0F: 3 clusters Score -1650366 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1653613.625000 Penalty: 4733.586914
	Iteration 1F: 3 clusters Score -1653614 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1653906.875000 Penalty: 4733.586914
	Iteration 2F: 3 clusters Score -1653907 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1654092.750000 Penalty: 4733.586914
	Iteration 3Q: 3 clusters Score -1654093 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1654246.875000 Penalty: 4733.586914
	Iteration 4Q: 3 clusters Score -1654247 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1654361.625000 Penalty: 4733.586914
	Iteration 5Q: 3 clusters Score -1654362 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1654506.000000 Penalty: 4733.586914
	Iteration 6Q: 3 clusters Score -1654506 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1654639.375000 Penalty: 4733.586914
	Iteration 7Q: 3 clusters Score -1654639 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1654758.125000 Penalty: 4733.586914
	Iteration 8Q: 3 clusters Score -1654758 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1654880.875000 Penalty: 4733.586914
	Iteration 9Q: 3 clusters Score -1654881 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1655053.000000 Penalty: 4733.586914
	Iteration 10Q: 3 clusters Score -1655053 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1655296.000000 Penalty: 4733.586914
	Iteration 11Q: 3 clusters Score -1655296 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1655606.875000 Penalty: 4733.586914
	Iteration 12Q: 3 clusters Score -1655607 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1655985.875000 Penalty: 4733.586914
	Iteration 13Q: 3 clusters Score -1655986 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1656466.500000 Penalty: 4733.586914
	Iteration 14Q: 3 clusters Score -1656466 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1656970.250000 Penalty: 4733.586914
	Iteration 15Q: 3 clusters Score -1656970 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1657410.750000 Penalty: 4733.586914
	Iteration 16Q: 3 clusters Score -1657411 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1657788.125000 Penalty: 4733.586914
	Iteration 17Q: 3 clusters Score -1657788 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1658058.625000 Penalty: 4733.586914
	Iteration 18Q: 3 clusters Score -1658059 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1658249.875000 Penalty: 4733.586914
	Iteration 19Q: 3 clusters Score -1658250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1658352.375000 Penalty: 4733.586914
	Iteration 20F: 3 clusters Score -1658352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1658409.250000 Penalty: 4733.586914
	Iteration 21Q: 3 clusters Score -1658409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1658432.750000 Penalty: 4733.586914
	Iteration 22Q: 3 clusters Score -1658433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1658448.875000 Penalty: 4733.586914
	Iteration 23Q: 3 clusters Score -1658449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1658467.625000 Penalty: 4733.586914
	Iteration 24Q: 3 clusters Score -1658468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1658491.750000 Penalty: 4733.586914
	Iteration 25Q: 3 clusters Score -1658492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1658507.375000 Penalty: 4733.586914
	Iteration 26Q: 3 clusters Score -1658507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1658522.000000 Penalty: 4733.586914
	Iteration 27Q: 3 clusters Score -1658522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1658532.125000 Penalty: 4733.586914
	Iteration 28Q: 3 clusters Score -1658532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1658535.125000 Penalty: 4733.586914
	Iteration 29Q: 3 clusters Score -1658535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1658535.125000 Penalty: 4733.586914
	Iteration 30F: 3 clusters Score -1658535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -77068.289062 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -77068.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75330.000000 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -75330 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75552.171875 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -75552.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75627.171875 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -75627.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75674.914062 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -75674.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75696.289062 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -75696.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -75705.968750 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -75705.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -75713.468750 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -75713.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -75718.843750 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -75718.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75722.898438 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -75722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75727.476562 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -75727.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75727.476562 Penalty: 3256.371582
	Iteration 10F: 3 clusters Score -75727.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -129889.921875 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -129889.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127862.914062 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -127862.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128286.867188 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -128286.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -128455.062500 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -128455.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128541.703125 Penalty: 3540.090088
	Iteration 3Q: 3 clusters Score -128541.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -128616.164062 Penalty: 3540.090088
	Iteration 4Q: 3 clusters Score -128616.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128645.843750 Penalty: 3540.090088
	Iteration 5Q: 3 clusters Score -128645.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128659.734375 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -128659.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -128668.968750 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -128669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -128674.726562 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -128674.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128680.671875 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -128680.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -128686.757812 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -128686.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -128694.539062 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -128694.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -128706.328125 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -128706.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -128715.312500 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -128715.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -128725.421875 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -128725.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -128739.468750 Penalty: 3540.090088
	Iteration 15Q: 3 clusters Score -128739.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128759.203125 Penalty: 3540.090088
	Iteration 16Q: 3 clusters Score -128759.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -128783.906250 Penalty: 3540.090088
	Iteration 17Q: 3 clusters Score -128783.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -128813.234375 Penalty: 3540.090088
	Iteration 18Q: 3 clusters Score -128813.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -128840.046875 Penalty: 3540.090088
	Iteration 19Q: 3 clusters Score -128840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -128871.726562 Penalty: 3540.090088
	Iteration 20F: 3 clusters Score -128871.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -128892.804688 Penalty: 3540.090088
	Iteration 21Q: 3 clusters Score -128892.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -128909.992188 Penalty: 3540.090088
	Iteration 22Q: 3 clusters Score -128910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -128929.867188 Penalty: 3540.090088
	Iteration 23Q: 3 clusters Score -128929.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -128957.000000 Penalty: 3540.090088
	Iteration 24Q: 3 clusters Score -128957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -128981.093750 Penalty: 3540.090088
	Iteration 25Q: 3 clusters Score -128981.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -128998.218750 Penalty: 3540.090088
	Iteration 26Q: 3 clusters Score -128998.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -129011.125000 Penalty: 3540.090088
	Iteration 27Q: 3 clusters Score -129011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -129014.609375 Penalty: 3540.090088
	Iteration 28Q: 3 clusters Score -129014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -129037.398438 Penalty: 3540.090088
	Iteration 29Q: 3 clusters Score -129037.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -129057.570312 Penalty: 3540.090088
	Iteration 30Q: 3 clusters Score -129057.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -129071.632812 Penalty: 3540.090088
	Iteration 31Q: 3 clusters Score -129071.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -129083.859375 Penalty: 3540.090088
	Iteration 32Q: 3 clusters Score -129083.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -129101.328125 Penalty: 3540.090088
	Iteration 33Q: 3 clusters Score -129101.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -129121.640625 Penalty: 3540.090088
	Iteration 34Q: 3 clusters Score -129121.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -129132.773438 Penalty: 3540.090088
	Iteration 35Q: 3 clusters Score -129132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -129138.140625 Penalty: 3540.090088
	Iteration 36Q: 3 clusters Score -129138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -129140.718750 Penalty: 3540.090088
	Iteration 37Q: 3 clusters Score -129140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -129142.085938 Penalty: 3540.090088
	Iteration 38Q: 3 clusters Score -129142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -129143.734375 Penalty: 3540.090088
	Iteration 39Q: 3 clusters Score -129143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -129144.031250 Penalty: 3540.090088
	Iteration 40F: 3 clusters Score -129144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Entering Unmasked Estep 
Score: -1026167.937500 Penalty: 2247.853760
	Iteration 0F: 2 clusters Score -1026168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1019300.312500 Penalty: 4495.707520
	Iteration 0F: 3 clusters Score -1019300 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1021156.000000 Penalty: 4495.707520
	Iteration 1F: 3 clusters Score -1021156 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1021399.250000 Penalty: 4495.707520
	Iteration 2F: 3 clusters Score -1021399 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1021565.125000 Penalty: 4495.707520
	Iteration 3Q: 3 clusters Score -1021565 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1021681.250000 Penalty: 4495.707520
	Iteration 4Q: 3 clusters Score -1021681 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1021789.312500 Penalty: 4495.707520
	Iteration 5Q: 3 clusters Score -1021789 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1021873.250000 Penalty: 4495.707520
	Iteration 6Q: 3 clusters Score -1021873 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1021941.125000 Penalty: 4495.707520
	Iteration 7Q: 3 clusters Score -1021941 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1022001.437500 Penalty: 4495.707520
	Iteration 8Q: 3 clusters Score -1022001 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1022067.437500 Penalty: 4495.707520
	Iteration 9Q: 3 clusters Score -1022067 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1022135.562500 Penalty: 4495.707520
	Iteration 10Q: 3 clusters Score -1022136 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1022206.437500 Penalty: 4495.707520
	Iteration 11Q: 3 clusters Score -1022206 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1022280.250000 Penalty: 4495.707520
	Iteration 12Q: 3 clusters Score -1022280 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1022356.562500 Penalty: 4495.707520
	Iteration 13Q: 3 clusters Score -1022357 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1022438.062500 Penalty: 4495.707520
	Iteration 14Q: 3 clusters Score -1022438 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1022533.812500 Penalty: 4495.707520
	Iteration 15Q: 3 clusters Score -1022534 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1022619.625000 Penalty: 4495.707520
	Iteration 16Q: 3 clusters Score -1022620 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1022706.937500 Penalty: 4495.707520
	Iteration 17Q: 3 clusters Score -1022707 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1022807.000000 Penalty: 4495.707520
	Iteration 18Q: 3 clusters Score -1022807 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1022901.625000 Penalty: 4495.707520
	Iteration 19Q: 3 clusters Score -1022902 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1022999.500000 Penalty: 4495.707520
	Iteration 20F: 3 clusters Score -1023000 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1023100.312500 Penalty: 4495.707520
	Iteration 21Q: 3 clusters Score -1023100 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1023196.937500 Penalty: 4495.707520
	Iteration 22Q: 3 clusters Score -1023197 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1023278.812500 Penalty: 4495.707520
	Iteration 23Q: 3 clusters Score -1023279 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1023340.875000 Penalty: 4495.707520
	Iteration 24Q: 3 clusters Score -1023341 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1023390.750000 Penalty: 4495.707520
	Iteration 25Q: 3 clusters Score -1023391 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1023443.062500 Penalty: 4495.707520
	Iteration 26Q: 3 clusters Score -1023443 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1023501.750000 Penalty: 4495.707520
	Iteration 27Q: 3 clusters Score -1023502 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1023553.125000 Penalty: 4495.707520
	Iteration 28Q: 3 clusters Score -1023553 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1023593.875000 Penalty: 4495.707520
	Iteration 29Q: 3 clusters Score -1023594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1023625.062500 Penalty: 4495.707520
	Iteration 30Q: 3 clusters Score -1023625 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1023642.625000 Penalty: 4495.707520
	Iteration 31Q: 3 clusters Score -1023643 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1023654.625000 Penalty: 4495.707520
	Iteration 32Q: 3 clusters Score -1023655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1023670.625000 Penalty: 4495.707520
	Iteration 33Q: 3 clusters Score -1023671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1023685.062500 Penalty: 4495.707520
	Iteration 34Q: 3 clusters Score -1023685 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1023700.812500 Penalty: 4495.707520
	Iteration 35Q: 3 clusters Score -1023701 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1023714.625000 Penalty: 4495.707520
	Iteration 36Q: 3 clusters Score -1023715 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1023727.625000 Penalty: 4495.707520
	Iteration 37Q: 3 clusters Score -1023728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1023739.125000 Penalty: 4495.707520
	Iteration 38Q: 3 clusters Score -1023739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1023744.062500 Penalty: 4495.707520
	Iteration 39Q: 3 clusters Score -1023744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1023752.750000 Penalty: 4495.707520
	Iteration 40F: 3 clusters Score -1023753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1023760.375000 Penalty: 4495.707520
	Iteration 41Q: 3 clusters Score -1023760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1023771.812500 Penalty: 4495.707520
	Iteration 42Q: 3 clusters Score -1023772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1023781.250000 Penalty: 4495.707520
	Iteration 43Q: 3 clusters Score -1023781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1023787.312500 Penalty: 4495.707520
	Iteration 44Q: 3 clusters Score -1023787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1023795.437500 Penalty: 4495.707520
	Iteration 45Q: 3 clusters Score -1023795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1023798.437500 Penalty: 4495.707520
	Iteration 46Q: 3 clusters Score -1023798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1023804.750000 Penalty: 4495.707520
	Iteration 47Q: 3 clusters Score -1023805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1023809.187500 Penalty: 4495.707520
	Iteration 48Q: 3 clusters Score -1023809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1023812.187500 Penalty: 4495.707520
	Iteration 49Q: 3 clusters Score -1023812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1023816.000000 Penalty: 4495.707520
	Iteration 50Q: 3 clusters Score -1023816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1023816.000000 Penalty: 4495.707520
	Iteration 51Q: 3 clusters Score -1023816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1023818.937500 Penalty: 4495.707520
	Iteration 52Q: 3 clusters Score -1023819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1023822.625000 Penalty: 4495.707520
	Iteration 53Q: 3 clusters Score -1023823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1023822.187500 Penalty: 4495.707520
	Iteration 54Q: 3 clusters Score -1023822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1023823.000000 Penalty: 4495.707520
	Iteration 55Q: 3 clusters Score -1023823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1023822.937500 Penalty: 4495.707520
	Iteration 56Q: 3 clusters Score -1023823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1023824.562500 Penalty: 4495.707520
	Iteration 57Q: 3 clusters Score -1023825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1023823.312500 Penalty: 4495.707520
	Iteration 58Q: 3 clusters Score -1023823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1023823.375000 Penalty: 4495.707520
	Iteration 59Q: 3 clusters Score -1023823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1023823.562500 Penalty: 4495.707520
	Iteration 60F: 3 clusters Score -1023824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1023825.312500 Penalty: 4495.707520
	Iteration 61Q: 3 clusters Score -1023825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1023825.312500 Penalty: 4495.707520
	Iteration 62F: 3 clusters Score -1023825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Entering Unmasked Estep 
Score: -751926.000000 Penalty: 2172.203125
	Iteration 0F: 2 clusters Score -751926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -746530.250000 Penalty: 4344.406250
	Iteration 0F: 3 clusters Score -746530.2 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -747884.250000 Penalty: 4344.406250
	Iteration 1F: 3 clusters Score -747884.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -748096.625000 Penalty: 4344.406250
	Iteration 2F: 3 clusters Score -748096.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -748256.062500 Penalty: 4344.406250
	Iteration 3Q: 3 clusters Score -748256.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -748364.562500 Penalty: 4344.406250
	Iteration 4Q: 3 clusters Score -748364.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -748442.125000 Penalty: 4344.406250
	Iteration 5Q: 3 clusters Score -748442.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -748496.125000 Penalty: 4344.406250
	Iteration 6Q: 3 clusters Score -748496.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -748537.500000 Penalty: 4344.406250
	Iteration 7Q: 3 clusters Score -748537.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -748567.750000 Penalty: 4344.406250
	Iteration 8Q: 3 clusters Score -748567.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -748599.687500 Penalty: 4344.406250
	Iteration 9Q: 3 clusters Score -748599.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -748623.937500 Penalty: 4344.406250
	Iteration 10Q: 3 clusters Score -748623.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -748655.062500 Penalty: 4344.406250
	Iteration 11Q: 3 clusters Score -748655.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -748690.812500 Penalty: 4344.406250
	Iteration 12Q: 3 clusters Score -748690.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -748716.437500 Penalty: 4344.406250
	Iteration 13Q: 3 clusters Score -748716.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -748747.625000 Penalty: 4344.406250
	Iteration 14Q: 3 clusters Score -748747.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -748783.500000 Penalty: 4344.406250
	Iteration 15Q: 3 clusters Score -748783.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -748830.750000 Penalty: 4344.406250
	Iteration 16Q: 3 clusters Score -748830.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -748877.500000 Penalty: 4344.406250
	Iteration 17Q: 3 clusters Score -748877.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -748939.000000 Penalty: 4344.406250
	Iteration 18Q: 3 clusters Score -748939 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -748996.875000 Penalty: 4344.406250
	Iteration 19Q: 3 clusters Score -748996.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -749074.687500 Penalty: 4344.406250
	Iteration 20F: 3 clusters Score -749074.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -749163.312500 Penalty: 4344.406250
	Iteration 21Q: 3 clusters Score -749163.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -749258.187500 Penalty: 4344.406250
	Iteration 22Q: 3 clusters Score -749258.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -749365.000000 Penalty: 4344.406250
	Iteration 23Q: 3 clusters Score -749365 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -749456.750000 Penalty: 4344.406250
	Iteration 24Q: 3 clusters Score -749456.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -749561.125000 Penalty: 4344.406250
	Iteration 25Q: 3 clusters Score -749561.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -749637.500000 Penalty: 4344.406250
	Iteration 26Q: 3 clusters Score -749637.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -749701.750000 Penalty: 4344.406250
	Iteration 27Q: 3 clusters Score -749701.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -749774.062500 Penalty: 4344.406250
	Iteration 28Q: 3 clusters Score -749774.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -749841.437500 Penalty: 4344.406250
	Iteration 29Q: 3 clusters Score -749841.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -749895.625000 Penalty: 4344.406250
	Iteration 30Q: 3 clusters Score -749895.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -749946.562500 Penalty: 4344.406250
	Iteration 31Q: 3 clusters Score -749946.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -749980.937500 Penalty: 4344.406250
	Iteration 32Q: 3 clusters Score -749980.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -750003.562500 Penalty: 4344.406250
	Iteration 33Q: 3 clusters Score -750003.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -750017.812500 Penalty: 4344.406250
	Iteration 34Q: 3 clusters Score -750017.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -750038.062500 Penalty: 4344.406250
	Iteration 35Q: 3 clusters Score -750038.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -750065.687500 Penalty: 4344.406250
	Iteration 36Q: 3 clusters Score -750065.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -750094.687500 Penalty: 4344.406250
	Iteration 37Q: 3 clusters Score -750094.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -750111.187500 Penalty: 4344.406250
	Iteration 38Q: 3 clusters Score -750111.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -750123.562500 Penalty: 4344.406250
	Iteration 39Q: 3 clusters Score -750123.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -750134.437500 Penalty: 4344.406250
	Iteration 40F: 3 clusters Score -750134.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -750140.937500 Penalty: 4344.406250
	Iteration 41Q: 3 clusters Score -750140.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -750144.875000 Penalty: 4344.406250
	Iteration 42Q: 3 clusters Score -750144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -750148.312500 Penalty: 4344.406250
	Iteration 43Q: 3 clusters Score -750148.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -750151.687500 Penalty: 4344.406250
	Iteration 44Q: 3 clusters Score -750151.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -750156.312500 Penalty: 4344.406250
	Iteration 45Q: 3 clusters Score -750156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -750158.125000 Penalty: 4344.406250
	Iteration 46Q: 3 clusters Score -750158.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -750158.937500 Penalty: 4344.406250
	Iteration 47Q: 3 clusters Score -750158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -750159.187500 Penalty: 4344.406250
	Iteration 48Q: 3 clusters Score -750159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -750159.187500 Penalty: 4344.406250
	Iteration 49F: 3 clusters Score -750159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (192786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192786 members 
Entering Unmasked Estep 
Score: -22336584.000000 Penalty: 3017.995361
	Iteration 0F: 2 clusters Score -2.233658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -22210560.000000 Penalty: 6035.990723
	Iteration 0F: 3 clusters Score -2.221056e+07 nChanged 92483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97014 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -22265386.000000 Penalty: 6035.990723
	Iteration 1F: 3 clusters Score -2.226539e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -22266504.000000 Penalty: 6035.990723
	Iteration 2Q: 3 clusters Score -2.22665e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98004 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -22268144.000000 Penalty: 6035.990723
	Iteration 3Q: 3 clusters Score -2.226814e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -22270472.000000 Penalty: 6035.990723
	Iteration 4Q: 3 clusters Score -2.227047e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100036 members 
Mstep: Class 2 contains 92750 members 
Entering Unmasked Estep 
Score: -22273580.000000 Penalty: 6035.990723
	Iteration 5Q: 3 clusters Score -2.227358e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101943 members 
Mstep: Class 2 contains 90843 members 
Entering Unmasked Estep 
Score: -22277674.000000 Penalty: 6035.990723
	Iteration 6Q: 3 clusters Score -2.227767e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104881 members 
Mstep: Class 2 contains 87905 members 
Entering Unmasked Estep 
Score: -22283222.000000 Penalty: 6035.990723
	Iteration 7F: 3 clusters Score -2.228322e+07 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 83889 members 
Entering Unmasked Estep 
Score: -22290234.000000 Penalty: 6035.990723
	Iteration 8F: 3 clusters Score -2.229023e+07 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113698 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -22299108.000000 Penalty: 6035.990723
	Iteration 9F: 3 clusters Score -2.229911e+07 nChanged 12550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118530 members 
Mstep: Class 2 contains 74256 members 
Entering Unmasked Estep 
Score: -22307920.000000 Penalty: 6035.990723
	Iteration 10F: 3 clusters Score -2.230792e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122797 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -22314050.000000 Penalty: 6035.990723
	Iteration 11F: 3 clusters Score -2.231405e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126526 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -22317576.000000 Penalty: 6035.990723
	Iteration 12Q: 3 clusters Score -2.231758e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130150 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -22319768.000000 Penalty: 6035.990723
	Iteration 13Q: 3 clusters Score -2.231977e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133858 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -22321662.000000 Penalty: 6035.990723
	Iteration 14Q: 3 clusters Score -2.232166e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137757 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -22323670.000000 Penalty: 6035.990723
	Iteration 15Q: 3 clusters Score -2.232367e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -22325654.000000 Penalty: 6035.990723
	Iteration 16Q: 3 clusters Score -2.232565e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145401 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -22327544.000000 Penalty: 6035.990723
	Iteration 17Q: 3 clusters Score -2.232754e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149159 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -22329300.000000 Penalty: 6035.990723
	Iteration 18Q: 3 clusters Score -2.23293e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152666 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -22330770.000000 Penalty: 6035.990723
	Iteration 19Q: 3 clusters Score -2.233077e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155810 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -22332098.000000 Penalty: 6035.990723
	Iteration 20F: 3 clusters Score -2.23321e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158647 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -22333134.000000 Penalty: 6035.990723
	Iteration 21Q: 3 clusters Score -2.233313e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161057 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -22334118.000000 Penalty: 6035.990723
	Iteration 22Q: 3 clusters Score -2.233412e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163213 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -22334778.000000 Penalty: 6035.990723
	Iteration 23Q: 3 clusters Score -2.233478e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165115 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -22335248.000000 Penalty: 6035.990723
	Iteration 24Q: 3 clusters Score -2.233525e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166893 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -22335834.000000 Penalty: 6035.990723
	Iteration 25Q: 3 clusters Score -2.233583e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168549 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -22336324.000000 Penalty: 6035.990723
	Iteration 26Q: 3 clusters Score -2.233632e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170049 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -22336834.000000 Penalty: 6035.990723
	Iteration 27Q: 3 clusters Score -2.233683e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171379 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -22337166.000000 Penalty: 6035.990723
	Iteration 28Q: 3 clusters Score -2.233717e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172592 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -22337514.000000 Penalty: 6035.990723
	Iteration 29Q: 3 clusters Score -2.233751e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173659 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -22337898.000000 Penalty: 6035.990723
	Iteration 30Q: 3 clusters Score -2.23379e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174635 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -22337986.000000 Penalty: 6035.990723
	Iteration 31Q: 3 clusters Score -2.233799e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175545 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -22338100.000000 Penalty: 6035.990723
	Iteration 32Q: 3 clusters Score -2.23381e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176371 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -22338420.000000 Penalty: 6035.990723
	Iteration 33Q: 3 clusters Score -2.233842e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177070 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -22338582.000000 Penalty: 6035.990723
	Iteration 34Q: 3 clusters Score -2.233858e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177656 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -22338538.000000 Penalty: 6035.990723
	Iteration 35Q: 3 clusters Score -2.233854e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178143 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -22338574.000000 Penalty: 6035.990723
	Iteration 36Q: 3 clusters Score -2.233857e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178550 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -22338632.000000 Penalty: 6035.990723
	Iteration 37Q: 3 clusters Score -2.233863e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178870 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -22338616.000000 Penalty: 6035.990723
	Iteration 38Q: 3 clusters Score -2.233862e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179120 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -22338656.000000 Penalty: 6035.990723
	Iteration 39Q: 3 clusters Score -2.233866e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179335 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -22338590.000000 Penalty: 6035.990723
	Iteration 40F: 3 clusters Score -2.233859e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179500 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -22338620.000000 Penalty: 6035.990723
	Iteration 41Q: 3 clusters Score -2.233862e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179644 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -22338632.000000 Penalty: 6035.990723
	Iteration 42Q: 3 clusters Score -2.233863e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179777 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -22338658.000000 Penalty: 6035.990723
	Iteration 43Q: 3 clusters Score -2.233866e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179884 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -22338638.000000 Penalty: 6035.990723
	Iteration 44Q: 3 clusters Score -2.233864e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179983 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -22338614.000000 Penalty: 6035.990723
	Iteration 45Q: 3 clusters Score -2.233861e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180076 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -22338636.000000 Penalty: 6035.990723
	Iteration 46Q: 3 clusters Score -2.233864e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180148 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -22338612.000000 Penalty: 6035.990723
	Iteration 47Q: 3 clusters Score -2.233861e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180202 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -22338602.000000 Penalty: 6035.990723
	Iteration 48Q: 3 clusters Score -2.23386e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180254 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -22338600.000000 Penalty: 6035.990723
	Iteration 49Q: 3 clusters Score -2.23386e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180286 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -22338564.000000 Penalty: 6035.990723
	Iteration 50Q: 3 clusters Score -2.233856e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180322 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -22338586.000000 Penalty: 6035.990723
	Iteration 51Q: 3 clusters Score -2.233859e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180357 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -22338590.000000 Penalty: 6035.990723
	Iteration 52Q: 3 clusters Score -2.233859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180386 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -22338584.000000 Penalty: 6035.990723
	Iteration 53Q: 3 clusters Score -2.233858e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180414 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -22338592.000000 Penalty: 6035.990723
	Iteration 54Q: 3 clusters Score -2.233859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180439 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -22338586.000000 Penalty: 6035.990723
	Iteration 55Q: 3 clusters Score -2.233859e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180479 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -22338592.000000 Penalty: 6035.990723
	Iteration 56Q: 3 clusters Score -2.233859e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180513 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -22338586.000000 Penalty: 6035.990723
	Iteration 57Q: 3 clusters Score -2.233859e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180544 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -22338578.000000 Penalty: 6035.990723
	Iteration 58Q: 3 clusters Score -2.233858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180568 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -22338584.000000 Penalty: 6035.990723
	Iteration 59Q: 3 clusters Score -2.233858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180583 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -22338590.000000 Penalty: 6035.990723
	Iteration 60F: 3 clusters Score -2.233859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180596 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -22338572.000000 Penalty: 6035.990723
	Iteration 61Q: 3 clusters Score -2.233857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180609 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -22338572.000000 Penalty: 6035.990723
	Iteration 62Q: 3 clusters Score -2.233857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180614 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -22338584.000000 Penalty: 6035.990723
	Iteration 63Q: 3 clusters Score -2.233858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180619 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -22338578.000000 Penalty: 6035.990723
	Iteration 64Q: 3 clusters Score -2.233858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180620 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -22338576.000000 Penalty: 6035.990723
	Iteration 65Q: 3 clusters Score -2.233858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180621 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -22338580.000000 Penalty: 6035.990723
	Iteration 66Q: 3 clusters Score -2.233858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180624 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -22338590.000000 Penalty: 6035.990723
	Iteration 67Q: 3 clusters Score -2.233859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180627 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -22338596.000000 Penalty: 6035.990723
	Iteration 68Q: 3 clusters Score -2.23386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180626 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -22338596.000000 Penalty: 6035.990723
	Iteration 69Q: 3 clusters Score -2.23386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180629 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -22338608.000000 Penalty: 6035.990723
	Iteration 70Q: 3 clusters Score -2.233861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180631 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -22338606.000000 Penalty: 6035.990723
	Iteration 71Q: 3 clusters Score -2.233861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180633 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -22338580.000000 Penalty: 6035.990723
	Iteration 72Q: 3 clusters Score -2.233858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180634 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -22338592.000000 Penalty: 6035.990723
	Iteration 73Q: 3 clusters Score -2.233859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180634 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -22338592.000000 Penalty: 6035.990723
	Iteration 74F: 3 clusters Score -2.233859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 12152 members 
Mstep: Class 3 contains 21192 members 
Mstep: Class 6 contains 165470 members 
Mstep: Class 7 contains 223 members 
Mstep: Class 8 contains 5678 members 
Mstep: Class 9 contains 14103 members 
Mstep: Class 10 contains 13954 members 
Mstep: Class 11 contains 710 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 8638 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 20 contains 180634 members 
Mstep: Class 23 contains 43135 members 
Mstep: Class 24 contains 149605 members 
Entering Unmasked Estep 
Score: -74620224.000000 Penalty: 49803.171875
Splitting cluster 20 changes total score from -74618456.000000 to -74620224.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 23 (43135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Entering Unmasked Estep 
Score: -4875276.500000 Penalty: 2646.678223
	Iteration 0F: 2 clusters Score -4875276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -4846110.500000 Penalty: 5293.356445
	Iteration 0F: 3 clusters Score -4846110 nChanged 19751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -4857046.500000 Penalty: 5293.356445
	Iteration 1F: 3 clusters Score -4857046 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4857612.500000 Penalty: 5293.356445
	Iteration 2Q: 3 clusters Score -4857612 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -4858273.500000 Penalty: 5293.356445
	Iteration 3Q: 3 clusters Score -4858274 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -4859028.000000 Penalty: 5293.356445
	Iteration 4Q: 3 clusters Score -4859028 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -4859891.500000 Penalty: 5293.356445
	Iteration 5Q: 3 clusters Score -4859892 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -4860730.000000 Penalty: 5293.356445
	Iteration 6Q: 3 clusters Score -4860730 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -4861509.500000 Penalty: 5293.356445
	Iteration 7Q: 3 clusters Score -4861510 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4862294.500000 Penalty: 5293.356445
	Iteration 8Q: 3 clusters Score -4862294 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4863110.500000 Penalty: 5293.356445
	Iteration 9Q: 3 clusters Score -4863110 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -4863962.000000 Penalty: 5293.356445
	Iteration 10Q: 3 clusters Score -4863962 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -4864878.000000 Penalty: 5293.356445
	Iteration 11Q: 3 clusters Score -4864878 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4865855.500000 Penalty: 5293.356445
	Iteration 12Q: 3 clusters Score -4865856 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -4866873.500000 Penalty: 5293.356445
	Iteration 13Q: 3 clusters Score -4866874 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -4867886.000000 Penalty: 5293.356445
	Iteration 14Q: 3 clusters Score -4867886 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -4868921.000000 Penalty: 5293.356445
	Iteration 15Q: 3 clusters Score -4868921 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -4869946.500000 Penalty: 5293.356445
	Iteration 16Q: 3 clusters Score -4869946 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -4870982.500000 Penalty: 5293.356445
	Iteration 17Q: 3 clusters Score -4870982 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -4872140.000000 Penalty: 5293.356445
	Iteration 18Q: 3 clusters Score -4872140 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4873346.500000 Penalty: 5293.356445
	Iteration 19Q: 3 clusters Score -4873346 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4874378.500000 Penalty: 5293.356445
	Iteration 20F: 3 clusters Score -4874378 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4874698.500000 Penalty: 5293.356445
	Iteration 21Q: 3 clusters Score -4874698 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4874888.500000 Penalty: 5293.356445
	Iteration 22Q: 3 clusters Score -4874888 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4875015.500000 Penalty: 5293.356445
	Iteration 23Q: 3 clusters Score -4875016 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4875099.000000 Penalty: 5293.356445
	Iteration 24Q: 3 clusters Score -4875099 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4875154.500000 Penalty: 5293.356445
	Iteration 25Q: 3 clusters Score -4875154 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4875191.000000 Penalty: 5293.356445
	Iteration 26Q: 3 clusters Score -4875191 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4875203.000000 Penalty: 5293.356445
	Iteration 27Q: 3 clusters Score -4875203 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4875214.000000 Penalty: 5293.356445
	Iteration 28Q: 3 clusters Score -4875214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4875224.000000 Penalty: 5293.356445
	Iteration 29Q: 3 clusters Score -4875224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4875228.500000 Penalty: 5293.356445
	Iteration 30Q: 3 clusters Score -4875228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4875219.500000 Penalty: 5293.356445
	Iteration 31Q: 3 clusters Score -4875220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4875234.500000 Penalty: 5293.356445
	Iteration 32Q: 3 clusters Score -4875234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4875231.000000 Penalty: 5293.356445
	Iteration 33Q: 3 clusters Score -4875231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4875236.500000 Penalty: 5293.356445
	Iteration 34Q: 3 clusters Score -4875236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4875238.500000 Penalty: 5293.356445
	Iteration 35Q: 3 clusters Score -4875238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4875239.500000 Penalty: 5293.356445
	Iteration 36Q: 3 clusters Score -4875240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4875239.500000 Penalty: 5293.356445
	Iteration 37Q: 3 clusters Score -4875240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4875245.500000 Penalty: 5293.356445
	Iteration 38Q: 3 clusters Score -4875246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4875239.000000 Penalty: 5293.356445
	Iteration 39Q: 3 clusters Score -4875239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4875245.500000 Penalty: 5293.356445
	Iteration 40F: 3 clusters Score -4875246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4875241.000000 Penalty: 5293.356445
	Iteration 41Q: 3 clusters Score -4875241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4875242.500000 Penalty: 5293.356445
	Iteration 42Q: 3 clusters Score -4875242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4875250.500000 Penalty: 5293.356445
	Iteration 43Q: 3 clusters Score -4875250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4875244.500000 Penalty: 5293.356445
	Iteration 44Q: 3 clusters Score -4875244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4875244.500000 Penalty: 5293.356445
	Iteration 45F: 3 clusters Score -4875244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (149605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149605 members 
Entering Unmasked Estep 
Score: -17538528.000000 Penalty: 2955.106934
	Iteration 0F: 2 clusters Score -1.753853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -17439152.000000 Penalty: 5910.213867
	Iteration 0F: 3 clusters Score -1.743915e+07 nChanged 71506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -17480252.000000 Penalty: 5910.213867
	Iteration 1F: 3 clusters Score -1.748025e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -17481212.000000 Penalty: 5910.213867
	Iteration 2Q: 3 clusters Score -1.748121e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -17482290.000000 Penalty: 5910.213867
	Iteration 3Q: 3 clusters Score -1.748229e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -17483606.000000 Penalty: 5910.213867
	Iteration 4Q: 3 clusters Score -1.748361e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 87813 members 
Entering Unmasked Estep 
Score: -17485554.000000 Penalty: 5910.213867
	Iteration 5Q: 3 clusters Score -1.748555e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 93999 members 
Entering Unmasked Estep 
Score: -17488572.000000 Penalty: 5910.213867
	Iteration 6Q: 3 clusters Score -1.748857e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -17494174.000000 Penalty: 5910.213867
	Iteration 7F: 3 clusters Score -1.749417e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 114209 members 
Entering Unmasked Estep 
Score: -17502990.000000 Penalty: 5910.213867
	Iteration 8F: 3 clusters Score -1.750299e+07 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
Score: -17514332.000000 Penalty: 5910.213867
	Iteration 9F: 3 clusters Score -1.751433e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 137782 members 
Entering Unmasked Estep 
Score: -17524946.000000 Penalty: 5910.213867
	Iteration 10F: 3 clusters Score -1.752495e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 144827 members 
Entering Unmasked Estep 
Score: -17531658.000000 Penalty: 5910.213867
	Iteration 11Q: 3 clusters Score -1.753166e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 147990 members 
Entering Unmasked Estep 
Score: -17534562.000000 Penalty: 5910.213867
	Iteration 12Q: 3 clusters Score -1.753456e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 148979 members 
Entering Unmasked Estep 
Score: -17535386.000000 Penalty: 5910.213867
	Iteration 13Q: 3 clusters Score -1.753539e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 149224 members 
Entering Unmasked Estep 
Score: -17535674.000000 Penalty: 5910.213867
	Iteration 14Q: 3 clusters Score -1.753567e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 149304 members 
Entering Unmasked Estep 
Score: -17535768.000000 Penalty: 5910.213867
	Iteration 15Q: 3 clusters Score -1.753577e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 149336 members 
Entering Unmasked Estep 
Score: -17535802.000000 Penalty: 5910.213867
	Iteration 16Q: 3 clusters Score -1.75358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 149342 members 
Entering Unmasked Estep 
Score: -17535822.000000 Penalty: 5910.213867
	Iteration 17Q: 3 clusters Score -1.753582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 149342 members 
Entering Unmasked Estep 
Score: -17535836.000000 Penalty: 5910.213867
	Iteration 18Q: 3 clusters Score -1.753584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 149341 members 
Entering Unmasked Estep 
Score: -17535832.000000 Penalty: 5910.213867
	Iteration 19Q: 3 clusters Score -1.753583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 149340 members 
Entering Unmasked Estep 
Score: -17535836.000000 Penalty: 5910.213867
	Iteration 20F: 3 clusters Score -1.753584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 149341 members 
Entering Unmasked Estep 
Score: -17535832.000000 Penalty: 5910.213867
	Iteration 21Q: 3 clusters Score -1.753583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 149343 members 
Entering Unmasked Estep 
Score: -17535836.000000 Penalty: 5910.213867
	Iteration 22Q: 3 clusters Score -1.753584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 149348 members 
Entering Unmasked Estep 
Score: -17535850.000000 Penalty: 5910.213867
	Iteration 23Q: 3 clusters Score -1.753585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 149352 members 
Entering Unmasked Estep 
Score: -17535854.000000 Penalty: 5910.213867
	Iteration 24Q: 3 clusters Score -1.753585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 149355 members 
Entering Unmasked Estep 
Score: -17535858.000000 Penalty: 5910.213867
	Iteration 25Q: 3 clusters Score -1.753586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 149357 members 
Entering Unmasked Estep 
Score: -17535858.000000 Penalty: 5910.213867
	Iteration 26Q: 3 clusters Score -1.753586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 149357 members 
Entering Unmasked Estep 
Score: -17535858.000000 Penalty: 5910.213867
	Iteration 27F: 3 clusters Score -1.753586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 3 contains 21192 members 
Mstep: Class 6 contains 165470 members 
Mstep: Class 7 contains 223 members 
Mstep: Class 8 contains 5678 members 
Mstep: Class 9 contains 14103 members 
Mstep: Class 10 contains 13954 members 
Mstep: Class 11 contains 710 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 8638 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 20 contains 180634 members 
Mstep: Class 23 contains 43135 members 
Mstep: Class 24 contains 149605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74621736.000000 Penalty: 49803.171875
Iteration 39Q: 16 clusters Score -7.462174e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 12037 members 
Mstep: Class 3 contains 21098 members 
Mstep: Class 6 contains 165032 members 
Mstep: Class 7 contains 224 members 
Mstep: Class 8 contains 5638 members 
Mstep: Class 9 contains 14162 members 
Mstep: Class 10 contains 14093 members 
Mstep: Class 11 contains 710 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8653 members 
Mstep: Class 17 contains 6566 members 
Mstep: Class 20 contains 181210 members 
Mstep: Class 23 contains 42768 members 
Mstep: Class 24 contains 149686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74624520.000000 Penalty: 49803.171875
Iteration 40F: 16 clusters Score -7.462452e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 13207 members 
Mstep: Class 3 contains 20963 members 
Mstep: Class 6 contains 164552 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 8 contains 5645 members 
Mstep: Class 9 contains 14214 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 710 members 
Mstep: Class 14 contains 1259 members 
Mstep: Class 15 contains 8672 members 
Mstep: Class 17 contains 5815 members 
Mstep: Class 20 contains 181353 members 
Mstep: Class 23 contains 42460 members 
Mstep: Class 24 contains 149555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74626088.000000 Penalty: 49803.171875
Iteration 41Q: 16 clusters Score -7.462609e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 20847 members 
Mstep: Class 6 contains 164209 members 
Mstep: Class 7 contains 244 members 
Mstep: Class 8 contains 5635 members 
Mstep: Class 9 contains 14270 members 
Mstep: Class 10 contains 14866 members 
Mstep: Class 11 contains 709 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 8662 members 
Mstep: Class 17 contains 5262 members 
Mstep: Class 20 contains 181496 members 
Mstep: Class 23 contains 42213 members 
Mstep: Class 24 contains 149480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74627104.000000 Penalty: 49803.171875
Iteration 42Q: 16 clusters Score -7.46271e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 14677 members 
Mstep: Class 3 contains 20739 members 
Mstep: Class 6 contains 163966 members 
Mstep: Class 7 contains 244 members 
Mstep: Class 8 contains 5605 members 
Mstep: Class 9 contains 14327 members 
Mstep: Class 10 contains 15146 members 
Mstep: Class 11 contains 710 members 
Mstep: Class 14 contains 1254 members 
Mstep: Class 15 contains 8662 members 
Mstep: Class 17 contains 4842 members 
Mstep: Class 20 contains 181616 members 
Mstep: Class 23 contains 41999 members 
Mstep: Class 24 contains 149382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74627704.000000 Penalty: 49803.171875
Iteration 43Q: 16 clusters Score -7.46277e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 15273 members 
Mstep: Class 3 contains 20635 members 
Mstep: Class 6 contains 163816 members 
Mstep: Class 7 contains 244 members 
Mstep: Class 8 contains 5569 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 15390 members 
Mstep: Class 11 contains 711 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 8654 members 
Mstep: Class 17 contains 4473 members 
Mstep: Class 20 contains 181731 members 
Mstep: Class 23 contains 41804 members 
Mstep: Class 24 contains 149238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74628600.000000 Penalty: 49803.171875
Iteration 44Q: 16 clusters Score -7.46286e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 15800 members 
Mstep: Class 3 contains 20560 members 
Mstep: Class 6 contains 163672 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 14409 members 
Mstep: Class 10 contains 15627 members 
Mstep: Class 11 contains 713 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 8638 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 20 contains 181890 members 
Mstep: Class 23 contains 41615 members 
Mstep: Class 24 contains 149040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629312.000000 Penalty: 49803.171875
Iteration 45Q: 16 clusters Score -7.462931e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 16209 members 
Mstep: Class 3 contains 20504 members 
Mstep: Class 6 contains 163647 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 5510 members 
Mstep: Class 9 contains 14460 members 
Mstep: Class 10 contains 15848 members 
Mstep: Class 11 contains 713 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 8628 members 
Mstep: Class 17 contains 3907 members 
Mstep: Class 20 contains 181997 members 
Mstep: Class 23 contains 41424 members 
Mstep: Class 24 contains 148834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74629968.000000 Penalty: 49803.171875
Iteration 46Q: 16 clusters Score -7.462997e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 16562 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 6 contains 163675 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 5480 members 
Mstep: Class 9 contains 14496 members 
Mstep: Class 10 contains 16063 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 15 contains 8621 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 20 contains 182094 members 
Mstep: Class 23 contains 41246 members 
Mstep: Class 24 contains 148592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630272.000000 Penalty: 49803.171875
Iteration 47Q: 16 clusters Score -7.463027e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 16841 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 6 contains 163769 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 14519 members 
Mstep: Class 10 contains 16227 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 15 contains 8626 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 20 contains 182175 members 
Mstep: Class 23 contains 41073 members 
Mstep: Class 24 contains 148400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630456.000000 Penalty: 49803.171875
Iteration 48Q: 16 clusters Score -7.463046e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 17080 members 
Mstep: Class 3 contains 20329 members 
Mstep: Class 6 contains 163985 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 14549 members 
Mstep: Class 10 contains 16372 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 15 contains 8616 members 
Mstep: Class 17 contains 3317 members 
Mstep: Class 20 contains 182202 members 
Mstep: Class 23 contains 40918 members 
Mstep: Class 24 contains 148194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74630792.000000 Penalty: 49803.171875
Iteration 49Q: 16 clusters Score -7.463079e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 17299 members 
Mstep: Class 3 contains 20273 members 
Mstep: Class 6 contains 164341 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 14563 members 
Mstep: Class 10 contains 16523 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 8599 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 20 contains 182139 members 
Mstep: Class 23 contains 40777 members 
Mstep: Class 24 contains 147924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631328.000000 Penalty: 49803.171875
Iteration 50Q: 16 clusters Score -7.463133e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 3 contains 20226 members 
Mstep: Class 6 contains 164747 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 5280 members 
Mstep: Class 9 contains 14588 members 
Mstep: Class 10 contains 16635 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 8587 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 20 contains 182047 members 
Mstep: Class 23 contains 40660 members 
Mstep: Class 24 contains 147655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74631552.000000 Penalty: 49803.171875
Iteration 51Q: 16 clusters Score -7.463155e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 17693 members 
Mstep: Class 3 contains 20175 members 
Mstep: Class 6 contains 165210 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 5198 members 
Mstep: Class 9 contains 14614 members 
Mstep: Class 10 contains 16737 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 14 contains 1254 members 
Mstep: Class 15 contains 8584 members 
Mstep: Class 17 contains 2924 members 
Mstep: Class 20 contains 181897 members 
Mstep: Class 23 contains 40567 members 
Mstep: Class 24 contains 147366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632128.000000 Penalty: 49803.171875
Iteration 52Q: 16 clusters Score -7.463213e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 17830 members 
Mstep: Class 3 contains 20107 members 
Mstep: Class 6 contains 165722 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 5133 members 
Mstep: Class 9 contains 14630 members 
Mstep: Class 10 contains 16850 members 
Mstep: Class 11 contains 714 members 
Mstep: Class 14 contains 1254 members 
Mstep: Class 15 contains 8587 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 20 contains 181635 members 
Mstep: Class 23 contains 40470 members 
Mstep: Class 24 contains 147169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632472.000000 Penalty: 49803.171875
Iteration 53Q: 16 clusters Score -7.463247e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 17937 members 
Mstep: Class 3 contains 20046 members 
Mstep: Class 6 contains 166267 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 5092 members 
Mstep: Class 9 contains 14664 members 
Mstep: Class 10 contains 16952 members 
Mstep: Class 11 contains 714 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 15 contains 8589 members 
Mstep: Class 17 contains 2746 members 
Mstep: Class 20 contains 181385 members 
Mstep: Class 23 contains 40370 members 
Mstep: Class 24 contains 146926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74632976.000000 Penalty: 49803.171875
Iteration 54Q: 16 clusters Score -7.463298e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 18051 members 
Mstep: Class 3 contains 19978 members 
Mstep: Class 6 contains 166813 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 14702 members 
Mstep: Class 10 contains 17052 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 14 contains 1257 members 
Mstep: Class 15 contains 8590 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 20 contains 181088 members 
Mstep: Class 23 contains 40298 members 
Mstep: Class 24 contains 146686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633408.000000 Penalty: 49803.171875
Iteration 55Q: 16 clusters Score -7.463341e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 18143 members 
Mstep: Class 3 contains 19922 members 
Mstep: Class 6 contains 167334 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 5016 members 
Mstep: Class 9 contains 14739 members 
Mstep: Class 10 contains 17145 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 14 contains 1257 members 
Mstep: Class 15 contains 8592 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 20 contains 180853 members 
Mstep: Class 23 contains 40219 members 
Mstep: Class 24 contains 146423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74633736.000000 Penalty: 49803.171875
Iteration 56Q: 16 clusters Score -7.463374e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 18235 members 
Mstep: Class 3 contains 19882 members 
Mstep: Class 6 contains 167912 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 4963 members 
Mstep: Class 9 contains 14778 members 
Mstep: Class 10 contains 17226 members 
Mstep: Class 11 contains 720 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 8573 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 20 contains 180542 members 
Mstep: Class 23 contains 40131 members 
Mstep: Class 24 contains 146198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634096.000000 Penalty: 49803.171875
Iteration 57Q: 16 clusters Score -7.46341e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 18293 members 
Mstep: Class 3 contains 19848 members 
Mstep: Class 6 contains 168542 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 4917 members 
Mstep: Class 9 contains 14821 members 
Mstep: Class 10 contains 17323 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 8563 members 
Mstep: Class 17 contains 2536 members 
Mstep: Class 20 contains 180123 members 
Mstep: Class 23 contains 40065 members 
Mstep: Class 24 contains 145990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634144.000000 Penalty: 49803.171875
Iteration 58Q: 16 clusters Score -7.463414e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 18363 members 
Mstep: Class 3 contains 19824 members 
Mstep: Class 6 contains 169261 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 14835 members 
Mstep: Class 10 contains 17421 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 8541 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 20 contains 179645 members 
Mstep: Class 23 contains 39993 members 
Mstep: Class 24 contains 145770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634512.000000 Penalty: 49803.171875
Iteration 59Q: 16 clusters Score -7.463451e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 18424 members 
Mstep: Class 3 contains 19799 members 
Mstep: Class 6 contains 170026 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 4833 members 
Mstep: Class 9 contains 14851 members 
Mstep: Class 10 contains 17513 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 15 contains 8518 members 
Mstep: Class 17 contains 2430 members 
Mstep: Class 20 contains 179183 members 
Mstep: Class 23 contains 39934 members 
Mstep: Class 24 contains 145512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74634912.000000 Penalty: 49803.171875
Iteration 60F: 16 clusters Score -7.463491e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 18483 members 
Mstep: Class 3 contains 19693 members 
Mstep: Class 6 contains 170871 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 14851 members 
Mstep: Class 10 contains 17608 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 8491 members 
Mstep: Class 17 contains 2469 members 
Mstep: Class 20 contains 178688 members 
Mstep: Class 23 contains 39881 members 
Mstep: Class 24 contains 145210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635328.000000 Penalty: 49803.171875
Iteration 61Q: 16 clusters Score -7.463533e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 18528 members 
Mstep: Class 3 contains 19572 members 
Mstep: Class 6 contains 171721 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 4732 members 
Mstep: Class 9 contains 14858 members 
Mstep: Class 10 contains 17700 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 8477 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 20 contains 178203 members 
Mstep: Class 23 contains 39824 members 
Mstep: Class 24 contains 144903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74635784.000000 Penalty: 49803.171875
Iteration 62Q: 16 clusters Score -7.463578e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 18576 members 
Mstep: Class 3 contains 19420 members 
Mstep: Class 6 contains 172549 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 14863 members 
Mstep: Class 10 contains 17794 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 8471 members 
Mstep: Class 17 contains 2575 members 
Mstep: Class 20 contains 177701 members 
Mstep: Class 23 contains 39773 members 
Mstep: Class 24 contains 144637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636128.000000 Penalty: 49803.171875
Iteration 63Q: 16 clusters Score -7.463613e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 18611 members 
Mstep: Class 3 contains 19249 members 
Mstep: Class 6 contains 173444 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 14879 members 
Mstep: Class 10 contains 17893 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1257 members 
Mstep: Class 15 contains 8463 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 20 contains 177152 members 
Mstep: Class 23 contains 39730 members 
Mstep: Class 24 contains 144351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636512.000000 Penalty: 49803.171875
Iteration 64Q: 16 clusters Score -7.463651e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 18651 members 
Mstep: Class 3 contains 19088 members 
Mstep: Class 6 contains 174287 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 4564 members 
Mstep: Class 9 contains 14903 members 
Mstep: Class 10 contains 17985 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 8464 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 20 contains 176623 members 
Mstep: Class 23 contains 39713 members 
Mstep: Class 24 contains 144031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74636816.000000 Penalty: 49803.171875
Iteration 65Q: 16 clusters Score -7.463682e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 18674 members 
Mstep: Class 3 contains 18908 members 
Mstep: Class 6 contains 175195 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 14930 members 
Mstep: Class 10 contains 18069 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 15 contains 8458 members 
Mstep: Class 17 contains 2858 members 
Mstep: Class 20 contains 176104 members 
Mstep: Class 23 contains 39692 members 
Mstep: Class 24 contains 143670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637456.000000 Penalty: 49803.171875
Iteration 66Q: 16 clusters Score -7.463746e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 18692 members 
Mstep: Class 3 contains 18703 members 
Mstep: Class 6 contains 176220 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 14945 members 
Mstep: Class 10 contains 18146 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1254 members 
Mstep: Class 15 contains 8448 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 20 contains 175550 members 
Mstep: Class 23 contains 39685 members 
Mstep: Class 24 contains 143270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74637856.000000 Penalty: 49803.171875
Iteration 67Q: 16 clusters Score -7.463786e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 18727 members 
Mstep: Class 3 contains 18564 members 
Mstep: Class 6 contains 177281 members 
Mstep: Class 7 contains 241 members 
Mstep: Class 8 contains 4389 members 
Mstep: Class 9 contains 14982 members 
Mstep: Class 10 contains 18217 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1254 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 17 contains 3042 members 
Mstep: Class 20 contains 174896 members 
Mstep: Class 23 contains 39670 members 
Mstep: Class 24 contains 142878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638208.000000 Penalty: 49803.171875
Iteration 68Q: 16 clusters Score -7.463821e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 18771 members 
Mstep: Class 3 contains 18439 members 
Mstep: Class 6 contains 178310 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 4339 members 
Mstep: Class 9 contains 15025 members 
Mstep: Class 10 contains 18297 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1252 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 20 contains 174252 members 
Mstep: Class 23 contains 39664 members 
Mstep: Class 24 contains 142441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74638728.000000 Penalty: 49803.171875
Iteration 69Q: 16 clusters Score -7.463873e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 18796 members 
Mstep: Class 3 contains 18346 members 
Mstep: Class 6 contains 179343 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 15071 members 
Mstep: Class 10 contains 18361 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 17 contains 3242 members 
Mstep: Class 20 contains 173680 members 
Mstep: Class 23 contains 39661 members 
Mstep: Class 24 contains 141931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639240.000000 Penalty: 49803.171875
Iteration 70Q: 16 clusters Score -7.463924e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 18846 members 
Mstep: Class 3 contains 18275 members 
Mstep: Class 6 contains 180327 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 4256 members 
Mstep: Class 9 contains 15090 members 
Mstep: Class 10 contains 18423 members 
Mstep: Class 11 contains 732 members 
Mstep: Class 14 contains 1256 members 
Mstep: Class 15 contains 8391 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 20 contains 173150 members 
Mstep: Class 23 contains 39671 members 
Mstep: Class 24 contains 141412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639712.000000 Penalty: 49803.171875
Iteration 71Q: 16 clusters Score -7.463971e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 18214 members 
Mstep: Class 6 contains 181383 members 
Mstep: Class 7 contains 240 members 
Mstep: Class 8 contains 4201 members 
Mstep: Class 9 contains 15125 members 
Mstep: Class 10 contains 18464 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 14 contains 1257 members 
Mstep: Class 15 contains 8376 members 
Mstep: Class 17 contains 3322 members 
Mstep: Class 20 contains 172660 members 
Mstep: Class 23 contains 39659 members 
Mstep: Class 24 contains 140849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74639712.000000 Penalty: 49803.171875
Iteration 72Q: 16 clusters Score -7.463971e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 18932 members 
Mstep: Class 3 contains 18158 members 
Mstep: Class 6 contains 182406 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 4156 members 
Mstep: Class 9 contains 15147 members 
Mstep: Class 10 contains 18504 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1257 members 
Mstep: Class 15 contains 8360 members 
Mstep: Class 17 contains 3330 members 
Mstep: Class 20 contains 172159 members 
Mstep: Class 23 contains 39680 members 
Mstep: Class 24 contains 140325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640128.000000 Penalty: 49803.171875
Iteration 73Q: 16 clusters Score -7.464013e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 18982 members 
Mstep: Class 3 contains 18080 members 
Mstep: Class 6 contains 183463 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 15179 members 
Mstep: Class 10 contains 18530 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1259 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 17 contains 3343 members 
Mstep: Class 20 contains 171600 members 
Mstep: Class 23 contains 39719 members 
Mstep: Class 24 contains 139810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640528.000000 Penalty: 49803.171875
Iteration 74Q: 16 clusters Score -7.464053e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 19018 members 
Mstep: Class 3 contains 18031 members 
Mstep: Class 6 contains 184526 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 8 contains 4040 members 
Mstep: Class 9 contains 15209 members 
Mstep: Class 10 contains 18583 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 20 contains 170958 members 
Mstep: Class 23 contains 39755 members 
Mstep: Class 24 contains 139330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74640656.000000 Penalty: 49803.171875
Iteration 75Q: 16 clusters Score -7.464066e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 19063 members 
Mstep: Class 3 contains 17988 members 
Mstep: Class 6 contains 185581 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 15254 members 
Mstep: Class 10 contains 18620 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1259 members 
Mstep: Class 15 contains 8350 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 20 contains 170276 members 
Mstep: Class 23 contains 39833 members 
Mstep: Class 24 contains 138883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641064.000000 Penalty: 49803.171875
Iteration 76Q: 16 clusters Score -7.464106e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 19116 members 
Mstep: Class 3 contains 17957 members 
Mstep: Class 6 contains 186617 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 15280 members 
Mstep: Class 10 contains 18644 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1259 members 
Mstep: Class 15 contains 8354 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 20 contains 169589 members 
Mstep: Class 23 contains 39888 members 
Mstep: Class 24 contains 138477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641064.000000 Penalty: 49803.171875
Iteration 77Q: 16 clusters Score -7.464106e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 19174 members 
Mstep: Class 3 contains 17929 members 
Mstep: Class 6 contains 187673 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 3836 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 18678 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1259 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 20 contains 168848 members 
Mstep: Class 23 contains 39945 members 
Mstep: Class 24 contains 138076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641368.000000 Penalty: 49803.171875
Iteration 78Q: 16 clusters Score -7.464137e+07 nChanged 3870
Entering ConstructFrom: 
Score: -74641368.000000 Penalty: 49803.171875
Entering ConstructFrom: 
Trying to split cluster 1 (28622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Entering Unmasked Estep 
Score: -3320162.250000 Penalty: 2544.958740
	Iteration 0F: 2 clusters Score -3320162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3300402.750000 Penalty: 5089.917480
	Iteration 0F: 3 clusters Score -3300403 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3307495.750000 Penalty: 5089.917480
	Iteration 1F: 3 clusters Score -3307496 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3308053.000000 Penalty: 5089.917480
	Iteration 2Q: 3 clusters Score -3308053 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3308655.750000 Penalty: 5089.917480
	Iteration 3Q: 3 clusters Score -3308656 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -3309291.500000 Penalty: 5089.917480
	Iteration 4Q: 3 clusters Score -3309292 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3310016.500000 Penalty: 5089.917480
	Iteration 5F: 3 clusters Score -3310016 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3310886.000000 Penalty: 5089.917480
	Iteration 6F: 3 clusters Score -3310886 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3311989.750000 Penalty: 5089.917480
	Iteration 7F: 3 clusters Score -3311990 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3313458.500000 Penalty: 5089.917480
	Iteration 8F: 3 clusters Score -3313458 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3315079.000000 Penalty: 5089.917480
	Iteration 9F: 3 clusters Score -3315079 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3316379.500000 Penalty: 5089.917480
	Iteration 10F: 3 clusters Score -3316380 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3317439.000000 Penalty: 5089.917480
	Iteration 11Q: 3 clusters Score -3317439 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3318203.500000 Penalty: 5089.917480
	Iteration 12Q: 3 clusters Score -3318204 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3318587.750000 Penalty: 5089.917480
	Iteration 13Q: 3 clusters Score -3318588 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3318795.750000 Penalty: 5089.917480
	Iteration 14Q: 3 clusters Score -3318796 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3318916.250000 Penalty: 5089.917480
	Iteration 15Q: 3 clusters Score -3318916 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3318988.000000 Penalty: 5089.917480
	Iteration 16Q: 3 clusters Score -3318988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3319033.250000 Penalty: 5089.917480
	Iteration 17Q: 3 clusters Score -3319033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3319074.000000 Penalty: 5089.917480
	Iteration 18Q: 3 clusters Score -3319074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3319100.500000 Penalty: 5089.917480
	Iteration 19Q: 3 clusters Score -3319100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3319121.000000 Penalty: 5089.917480
	Iteration 20F: 3 clusters Score -3319121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3319142.000000 Penalty: 5089.917480
	Iteration 21Q: 3 clusters Score -3319142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3319158.500000 Penalty: 5089.917480
	Iteration 22Q: 3 clusters Score -3319158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3319164.750000 Penalty: 5089.917480
	Iteration 23Q: 3 clusters Score -3319165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3319179.250000 Penalty: 5089.917480
	Iteration 24Q: 3 clusters Score -3319179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3319186.000000 Penalty: 5089.917480
	Iteration 25Q: 3 clusters Score -3319186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3319186.500000 Penalty: 5089.917480
	Iteration 26Q: 3 clusters Score -3319186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3319192.250000 Penalty: 5089.917480
	Iteration 27Q: 3 clusters Score -3319192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3319196.500000 Penalty: 5089.917480
	Iteration 28Q: 3 clusters Score -3319196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3319198.500000 Penalty: 5089.917480
	Iteration 29Q: 3 clusters Score -3319198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3319202.250000 Penalty: 5089.917480
	Iteration 30Q: 3 clusters Score -3319202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3319200.250000 Penalty: 5089.917480
	Iteration 31Q: 3 clusters Score -3319200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3319203.750000 Penalty: 5089.917480
	Iteration 32Q: 3 clusters Score -3319204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3319206.250000 Penalty: 5089.917480
	Iteration 33Q: 3 clusters Score -3319206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3319206.250000 Penalty: 5089.917480
	Iteration 34Q: 3 clusters Score -3319206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3319207.500000 Penalty: 5089.917480
	Iteration 35Q: 3 clusters Score -3319208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3319206.750000 Penalty: 5089.917480
	Iteration 36Q: 3 clusters Score -3319207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3319205.750000 Penalty: 5089.917480
	Iteration 37Q: 3 clusters Score -3319206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3319205.750000 Penalty: 5089.917480
	Iteration 38F: 3 clusters Score -3319206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Entering Unmasked Estep 
Score: -2255970.750000 Penalty: 2446.212158
	Iteration 0F: 2 clusters Score -2255971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2242374.250000 Penalty: 4892.424316
	Iteration 0F: 3 clusters Score -2242374 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2246871.000000 Penalty: 4892.424316
	Iteration 1F: 3 clusters Score -2246871 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2247413.250000 Penalty: 4892.424316
	Iteration 2F: 3 clusters Score -2247413 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2248004.250000 Penalty: 4892.424316
	Iteration 3F: 3 clusters Score -2248004 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2248746.250000 Penalty: 4892.424316
	Iteration 4F: 3 clusters Score -2248746 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2249613.000000 Penalty: 4892.424316
	Iteration 5F: 3 clusters Score -2249613 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2250538.500000 Penalty: 4892.424316
	Iteration 6F: 3 clusters Score -2250538 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2251537.250000 Penalty: 4892.424316
	Iteration 7F: 3 clusters Score -2251537 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2252554.750000 Penalty: 4892.424316
	Iteration 8F: 3 clusters Score -2252555 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2253371.000000 Penalty: 4892.424316
	Iteration 9Q: 3 clusters Score -2253371 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2253802.250000 Penalty: 4892.424316
	Iteration 10Q: 3 clusters Score -2253802 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2254010.000000 Penalty: 4892.424316
	Iteration 11Q: 3 clusters Score -2254010 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2254122.000000 Penalty: 4892.424316
	Iteration 12Q: 3 clusters Score -2254122 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2254193.500000 Penalty: 4892.424316
	Iteration 13Q: 3 clusters Score -2254194 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2254226.500000 Penalty: 4892.424316
	Iteration 14Q: 3 clusters Score -2254226 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2254245.500000 Penalty: 4892.424316
	Iteration 15Q: 3 clusters Score -2254246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2254263.500000 Penalty: 4892.424316
	Iteration 16Q: 3 clusters Score -2254264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2254280.750000 Penalty: 4892.424316
	Iteration 17Q: 3 clusters Score -2254281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2254298.250000 Penalty: 4892.424316
	Iteration 18Q: 3 clusters Score -2254298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2254310.000000 Penalty: 4892.424316
	Iteration 19Q: 3 clusters Score -2254310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2254314.500000 Penalty: 4892.424316
	Iteration 20F: 3 clusters Score -2254314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2254321.500000 Penalty: 4892.424316
	Iteration 21Q: 3 clusters Score -2254322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2254319.750000 Penalty: 4892.424316
	Iteration 22Q: 3 clusters Score -2254320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2254327.000000 Penalty: 4892.424316
	Iteration 23Q: 3 clusters Score -2254327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2254328.000000 Penalty: 4892.424316
	Iteration 24Q: 3 clusters Score -2254328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2254332.000000 Penalty: 4892.424316
	Iteration 25Q: 3 clusters Score -2254332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2254335.250000 Penalty: 4892.424316
	Iteration 26Q: 3 clusters Score -2254335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2254338.000000 Penalty: 4892.424316
	Iteration 27Q: 3 clusters Score -2254338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2254336.750000 Penalty: 4892.424316
	Iteration 28Q: 3 clusters Score -2254337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2254339.250000 Penalty: 4892.424316
	Iteration 29Q: 3 clusters Score -2254339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2254340.000000 Penalty: 4892.424316
	Iteration 30Q: 3 clusters Score -2254340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2254343.250000 Penalty: 4892.424316
	Iteration 31Q: 3 clusters Score -2254343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2254346.500000 Penalty: 4892.424316
	Iteration 32Q: 3 clusters Score -2254346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2254345.250000 Penalty: 4892.424316
	Iteration 33Q: 3 clusters Score -2254345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2254349.750000 Penalty: 4892.424316
	Iteration 34Q: 3 clusters Score -2254350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2254351.500000 Penalty: 4892.424316
	Iteration 35Q: 3 clusters Score -2254352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2254347.500000 Penalty: 4892.424316
	Iteration 36Q: 3 clusters Score -2254348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2254347.750000 Penalty: 4892.424316
	Iteration 37Q: 3 clusters Score -2254348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2254348.250000 Penalty: 4892.424316
	Iteration 38Q: 3 clusters Score -2254348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2254348.750000 Penalty: 4892.424316
	Iteration 39Q: 3 clusters Score -2254349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2254349.250000 Penalty: 4892.424316
	Iteration 40F: 3 clusters Score -2254349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Entering Unmasked Estep 
Score: -2088214.875000 Penalty: 2428.207275
	Iteration 0F: 2 clusters Score -2088215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2075502.625000 Penalty: 4856.414551
	Iteration 0F: 3 clusters Score -2075503 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2079636.500000 Penalty: 4856.414551
	Iteration 1F: 3 clusters Score -2079636 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2080084.875000 Penalty: 4856.414551
	Iteration 2F: 3 clusters Score -2080085 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2080483.500000 Penalty: 4856.414551
	Iteration 3F: 3 clusters Score -2080484 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2080876.000000 Penalty: 4856.414551
	Iteration 4Q: 3 clusters Score -2080876 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2081311.250000 Penalty: 4856.414551
	Iteration 5Q: 3 clusters Score -2081311 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2081838.750000 Penalty: 4856.414551
	Iteration 6F: 3 clusters Score -2081839 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2082447.375000 Penalty: 4856.414551
	Iteration 7F: 3 clusters Score -2082447 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2083134.000000 Penalty: 4856.414551
	Iteration 8F: 3 clusters Score -2083134 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2083876.125000 Penalty: 4856.414551
	Iteration 9F: 3 clusters Score -2083876 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2084600.250000 Penalty: 4856.414551
	Iteration 10F: 3 clusters Score -2084600 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2085165.125000 Penalty: 4856.414551
	Iteration 11Q: 3 clusters Score -2085165 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2085538.000000 Penalty: 4856.414551
	Iteration 12Q: 3 clusters Score -2085538 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2085765.250000 Penalty: 4856.414551
	Iteration 13Q: 3 clusters Score -2085765 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2085927.750000 Penalty: 4856.414551
	Iteration 14Q: 3 clusters Score -2085928 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2086013.625000 Penalty: 4856.414551
	Iteration 15Q: 3 clusters Score -2086014 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2086077.500000 Penalty: 4856.414551
	Iteration 16Q: 3 clusters Score -2086078 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2086129.750000 Penalty: 4856.414551
	Iteration 17Q: 3 clusters Score -2086130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2086177.250000 Penalty: 4856.414551
	Iteration 18Q: 3 clusters Score -2086177 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2086223.125000 Penalty: 4856.414551
	Iteration 19Q: 3 clusters Score -2086223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2086257.375000 Penalty: 4856.414551
	Iteration 20F: 3 clusters Score -2086257 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2086281.125000 Penalty: 4856.414551
	Iteration 21Q: 3 clusters Score -2086281 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2086302.000000 Penalty: 4856.414551
	Iteration 22Q: 3 clusters Score -2086302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2086314.375000 Penalty: 4856.414551
	Iteration 23Q: 3 clusters Score -2086314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2086331.750000 Penalty: 4856.414551
	Iteration 24Q: 3 clusters Score -2086332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2086344.625000 Penalty: 4856.414551
	Iteration 25Q: 3 clusters Score -2086345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2086357.875000 Penalty: 4856.414551
	Iteration 26Q: 3 clusters Score -2086358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2086368.000000 Penalty: 4856.414551
	Iteration 27Q: 3 clusters Score -2086368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2086385.625000 Penalty: 4856.414551
	Iteration 28Q: 3 clusters Score -2086386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2086402.500000 Penalty: 4856.414551
	Iteration 29Q: 3 clusters Score -2086402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2086411.625000 Penalty: 4856.414551
	Iteration 30Q: 3 clusters Score -2086412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2086421.500000 Penalty: 4856.414551
	Iteration 31Q: 3 clusters Score -2086422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2086440.125000 Penalty: 4856.414551
	Iteration 32Q: 3 clusters Score -2086440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2086452.125000 Penalty: 4856.414551
	Iteration 33Q: 3 clusters Score -2086452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2086464.875000 Penalty: 4856.414551
	Iteration 34Q: 3 clusters Score -2086465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2086474.875000 Penalty: 4856.414551
	Iteration 35Q: 3 clusters Score -2086475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2086477.625000 Penalty: 4856.414551
	Iteration 36Q: 3 clusters Score -2086478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2086484.250000 Penalty: 4856.414551
	Iteration 37Q: 3 clusters Score -2086484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2086493.125000 Penalty: 4856.414551
	Iteration 38Q: 3 clusters Score -2086493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2086505.250000 Penalty: 4856.414551
	Iteration 39Q: 3 clusters Score -2086505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2086513.000000 Penalty: 4856.414551
	Iteration 40F: 3 clusters Score -2086513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2086517.750000 Penalty: 4856.414551
	Iteration 41Q: 3 clusters Score -2086518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2086523.250000 Penalty: 4856.414551
	Iteration 42Q: 3 clusters Score -2086523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2086522.750000 Penalty: 4856.414551
	Iteration 43Q: 3 clusters Score -2086523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2086523.125000 Penalty: 4856.414551
	Iteration 44Q: 3 clusters Score -2086523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2086524.750000 Penalty: 4856.414551
	Iteration 45Q: 3 clusters Score -2086525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2086524.250000 Penalty: 4856.414551
	Iteration 46Q: 3 clusters Score -2086524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2086525.500000 Penalty: 4856.414551
	Iteration 47Q: 3 clusters Score -2086526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2086529.750000 Penalty: 4856.414551
	Iteration 48Q: 3 clusters Score -2086530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2086535.500000 Penalty: 4856.414551
	Iteration 49Q: 3 clusters Score -2086536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2086533.125000 Penalty: 4856.414551
	Iteration 50Q: 3 clusters Score -2086533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2086532.625000 Penalty: 4856.414551
	Iteration 51Q: 3 clusters Score -2086533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2086535.750000 Penalty: 4856.414551
	Iteration 52Q: 3 clusters Score -2086536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2086537.000000 Penalty: 4856.414551
	Iteration 53Q: 3 clusters Score -2086537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2086534.500000 Penalty: 4856.414551
	Iteration 54Q: 3 clusters Score -2086534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2086531.625000 Penalty: 4856.414551
	Iteration 55Q: 3 clusters Score -2086532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2086534.500000 Penalty: 4856.414551
	Iteration 56Q: 3 clusters Score -2086534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2086536.250000 Penalty: 4856.414551
	Iteration 57Q: 3 clusters Score -2086536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2086536.250000 Penalty: 4856.414551
	Iteration 58F: 3 clusters Score -2086536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (188729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188729 members 
Entering Unmasked Estep 
Score: -21914012.000000 Penalty: 3012.720703
	Iteration 0F: 2 clusters Score -2.191401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94215 members 
Mstep: Class 2 contains 94514 members 
Entering Unmasked Estep 
Score: -21788574.000000 Penalty: 6025.441406
	Iteration 0F: 3 clusters Score -2.178857e+07 nChanged 90722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 98940 members 
Entering Unmasked Estep 
Score: -21841490.000000 Penalty: 6025.441406
	Iteration 1F: 3 clusters Score -2.184149e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87545 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -21842518.000000 Penalty: 6025.441406
	Iteration 2Q: 3 clusters Score -2.184252e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 104578 members 
Entering Unmasked Estep 
Score: -21844318.000000 Penalty: 6025.441406
	Iteration 3Q: 3 clusters Score -2.184432e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79054 members 
Mstep: Class 2 contains 109675 members 
Entering Unmasked Estep 
Score: -21846742.000000 Penalty: 6025.441406
	Iteration 4Q: 3 clusters Score -2.184674e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 117097 members 
Entering Unmasked Estep 
Score: -21850750.000000 Penalty: 6025.441406
	Iteration 5Q: 3 clusters Score -2.185075e+07 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 127435 members 
Entering Unmasked Estep 
Score: -21857642.000000 Penalty: 6025.441406
	Iteration 6F: 3 clusters Score -2.185764e+07 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 140573 members 
Entering Unmasked Estep 
Score: -21867980.000000 Penalty: 6025.441406
	Iteration 7F: 3 clusters Score -2.186798e+07 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 155519 members 
Entering Unmasked Estep 
Score: -21881278.000000 Penalty: 6025.441406
	Iteration 8F: 3 clusters Score -2.188128e+07 nChanged 13675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 169112 members 
Entering Unmasked Estep 
Score: -21894586.000000 Penalty: 6025.441406
	Iteration 9F: 3 clusters Score -2.189459e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 178733 members 
Entering Unmasked Estep 
Score: -21903584.000000 Penalty: 6025.441406
	Iteration 10F: 3 clusters Score -2.190358e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 183899 members 
Entering Unmasked Estep 
Score: -21908126.000000 Penalty: 6025.441406
	Iteration 11Q: 3 clusters Score -2.190813e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 186122 members 
Entering Unmasked Estep 
Score: -21910246.000000 Penalty: 6025.441406
	Iteration 12Q: 3 clusters Score -2.191025e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 186870 members 
Entering Unmasked Estep 
Score: -21911236.000000 Penalty: 6025.441406
	Iteration 13Q: 3 clusters Score -2.191124e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 187118 members 
Entering Unmasked Estep 
Score: -21911738.000000 Penalty: 6025.441406
	Iteration 14Q: 3 clusters Score -2.191174e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 187201 members 
Entering Unmasked Estep 
Score: -21912014.000000 Penalty: 6025.441406
	Iteration 15Q: 3 clusters Score -2.191201e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 187232 members 
Entering Unmasked Estep 
Score: -21912198.000000 Penalty: 6025.441406
	Iteration 16Q: 3 clusters Score -2.19122e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 187236 members 
Entering Unmasked Estep 
Score: -21912262.000000 Penalty: 6025.441406
	Iteration 17Q: 3 clusters Score -2.191226e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 187231 members 
Entering Unmasked Estep 
Score: -21912292.000000 Penalty: 6025.441406
	Iteration 18Q: 3 clusters Score -2.191229e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 187223 members 
Entering Unmasked Estep 
Score: -21912336.000000 Penalty: 6025.441406
	Iteration 19Q: 3 clusters Score -2.191234e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 187201 members 
Entering Unmasked Estep 
Score: -21912390.000000 Penalty: 6025.441406
	Iteration 20F: 3 clusters Score -2.191239e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 187182 members 
Entering Unmasked Estep 
Score: -21912388.000000 Penalty: 6025.441406
	Iteration 21Q: 3 clusters Score -2.191239e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 187151 members 
Entering Unmasked Estep 
Score: -21912394.000000 Penalty: 6025.441406
	Iteration 22Q: 3 clusters Score -2.191239e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 187131 members 
Entering Unmasked Estep 
Score: -21912426.000000 Penalty: 6025.441406
	Iteration 23Q: 3 clusters Score -2.191243e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 187109 members 
Entering Unmasked Estep 
Score: -21912450.000000 Penalty: 6025.441406
	Iteration 24Q: 3 clusters Score -2.191245e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 187087 members 
Entering Unmasked Estep 
Score: -21912444.000000 Penalty: 6025.441406
	Iteration 25Q: 3 clusters Score -2.191244e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 187061 members 
Entering Unmasked Estep 
Score: -21912440.000000 Penalty: 6025.441406
	Iteration 26Q: 3 clusters Score -2.191244e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 187041 members 
Entering Unmasked Estep 
Score: -21912444.000000 Penalty: 6025.441406
	Iteration 27Q: 3 clusters Score -2.191244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 187028 members 
Entering Unmasked Estep 
Score: -21912472.000000 Penalty: 6025.441406
	Iteration 28Q: 3 clusters Score -2.191247e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 187014 members 
Entering Unmasked Estep 
Score: -21912482.000000 Penalty: 6025.441406
	Iteration 29Q: 3 clusters Score -2.191248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 187003 members 
Entering Unmasked Estep 
Score: -21912494.000000 Penalty: 6025.441406
	Iteration 30Q: 3 clusters Score -2.191249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 186991 members 
Entering Unmasked Estep 
Score: -21912492.000000 Penalty: 6025.441406
	Iteration 31Q: 3 clusters Score -2.191249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 186983 members 
Entering Unmasked Estep 
Score: -21912496.000000 Penalty: 6025.441406
	Iteration 32Q: 3 clusters Score -2.19125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 186978 members 
Entering Unmasked Estep 
Score: -21912512.000000 Penalty: 6025.441406
	Iteration 33Q: 3 clusters Score -2.191251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 186972 members 
Entering Unmasked Estep 
Score: -21912496.000000 Penalty: 6025.441406
	Iteration 34Q: 3 clusters Score -2.19125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 186968 members 
Entering Unmasked Estep 
Score: -21912500.000000 Penalty: 6025.441406
	Iteration 35Q: 3 clusters Score -2.19125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 186955 members 
Entering Unmasked Estep 
Score: -21912490.000000 Penalty: 6025.441406
	Iteration 36Q: 3 clusters Score -2.191249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 186950 members 
Entering Unmasked Estep 
Score: -21912490.000000 Penalty: 6025.441406
	Iteration 37Q: 3 clusters Score -2.191249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 186949 members 
Entering Unmasked Estep 
Score: -21912498.000000 Penalty: 6025.441406
	Iteration 38Q: 3 clusters Score -2.19125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 186942 members 
Entering Unmasked Estep 
Score: -21912504.000000 Penalty: 6025.441406
	Iteration 39Q: 3 clusters Score -2.19125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 186937 members 
Entering Unmasked Estep 
Score: -21912498.000000 Penalty: 6025.441406
	Iteration 40F: 3 clusters Score -2.19125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 186932 members 
Entering Unmasked Estep 
Score: -21912504.000000 Penalty: 6025.441406
	Iteration 41Q: 3 clusters Score -2.19125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 186926 members 
Entering Unmasked Estep 
Score: -21912490.000000 Penalty: 6025.441406
	Iteration 42Q: 3 clusters Score -2.191249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 186920 members 
Entering Unmasked Estep 
Score: -21912484.000000 Penalty: 6025.441406
	Iteration 43Q: 3 clusters Score -2.191248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 186918 members 
Entering Unmasked Estep 
Score: -21912500.000000 Penalty: 6025.441406
	Iteration 44Q: 3 clusters Score -2.19125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 186917 members 
Entering Unmasked Estep 
Score: -21912492.000000 Penalty: 6025.441406
	Iteration 45Q: 3 clusters Score -2.191249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 186916 members 
Entering Unmasked Estep 
Score: -21912484.000000 Penalty: 6025.441406
	Iteration 46Q: 3 clusters Score -2.191248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 186916 members 
Entering Unmasked Estep 
Score: -21912484.000000 Penalty: 6025.441406
	Iteration 47F: 3 clusters Score -2.191248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -24503.902344 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -24503.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23314.160156 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -23314.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23395.361328 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -23395.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23434.636719 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -23434.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23454.078125 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -23454.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23464.117188 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -23464.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23468.841797 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -23468.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23468.841797 Penalty: 2710.060547
	Iteration 6F: 3 clusters Score -23468.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -441565.468750 Penalty: 2041.842896
	Iteration 0F: 2 clusters Score -441565.5 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 1893 members 
Entering Unmasked Estep 
Score: -437791.437500 Penalty: 4083.685791
	Iteration 0F: 3 clusters Score -437791.4 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -438614.781250 Penalty: 4083.685791
	Iteration 1F: 3 clusters Score -438614.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -438766.218750 Penalty: 4083.685791
	Iteration 2F: 3 clusters Score -438766.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -438860.125000 Penalty: 4083.685791
	Iteration 3Q: 3 clusters Score -438860.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -438914.750000 Penalty: 4083.685791
	Iteration 4Q: 3 clusters Score -438914.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -438945.843750 Penalty: 4083.685791
	Iteration 5Q: 3 clusters Score -438945.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -438968.593750 Penalty: 4083.685791
	Iteration 6Q: 3 clusters Score -438968.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -438992.593750 Penalty: 4083.685791
	Iteration 7Q: 3 clusters Score -438992.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -439006.125000 Penalty: 4083.685791
	Iteration 8Q: 3 clusters Score -439006.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -439021.562500 Penalty: 4083.685791
	Iteration 9Q: 3 clusters Score -439021.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -439031.125000 Penalty: 4083.685791
	Iteration 10Q: 3 clusters Score -439031.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -439036.781250 Penalty: 4083.685791
	Iteration 11Q: 3 clusters Score -439036.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -439042.875000 Penalty: 4083.685791
	Iteration 12Q: 3 clusters Score -439042.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -439049.781250 Penalty: 4083.685791
	Iteration 13Q: 3 clusters Score -439049.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -439058.281250 Penalty: 4083.685791
	Iteration 14Q: 3 clusters Score -439058.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -439066.343750 Penalty: 4083.685791
	Iteration 15Q: 3 clusters Score -439066.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -439075.937500 Penalty: 4083.685791
	Iteration 16Q: 3 clusters Score -439075.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -439082.312500 Penalty: 4083.685791
	Iteration 17Q: 3 clusters Score -439082.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -439088.343750 Penalty: 4083.685791
	Iteration 18Q: 3 clusters Score -439088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -439091.750000 Penalty: 4083.685791
	Iteration 19Q: 3 clusters Score -439091.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -439097.750000 Penalty: 4083.685791
	Iteration 20F: 3 clusters Score -439097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -439102.687500 Penalty: 4083.685791
	Iteration 21Q: 3 clusters Score -439102.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -439104.781250 Penalty: 4083.685791
	Iteration 22Q: 3 clusters Score -439104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -439109.656250 Penalty: 4083.685791
	Iteration 23Q: 3 clusters Score -439109.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -439113.250000 Penalty: 4083.685791
	Iteration 24Q: 3 clusters Score -439113.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -439117.562500 Penalty: 4083.685791
	Iteration 25Q: 3 clusters Score -439117.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -439119.875000 Penalty: 4083.685791
	Iteration 26Q: 3 clusters Score -439119.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -439121.843750 Penalty: 4083.685791
	Iteration 27Q: 3 clusters Score -439121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -439123.687500 Penalty: 4083.685791
	Iteration 28Q: 3 clusters Score -439123.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -439124.375000 Penalty: 4083.685791
	Iteration 29Q: 3 clusters Score -439124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -439124.968750 Penalty: 4083.685791
	Iteration 30Q: 3 clusters Score -439125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -439125.468750 Penalty: 4083.685791
	Iteration 31Q: 3 clusters Score -439125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -439126.031250 Penalty: 4083.685791
	Iteration 32Q: 3 clusters Score -439126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -439127.000000 Penalty: 4083.685791
	Iteration 33Q: 3 clusters Score -439127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -439127.000000 Penalty: 4083.685791
	Iteration 34F: 3 clusters Score -439127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Entering Unmasked Estep 
Score: -1815467.875000 Penalty: 2390.391602
	Iteration 0F: 2 clusters Score -1815468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1804422.375000 Penalty: 4780.783203
	Iteration 0F: 3 clusters Score -1804422 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1808048.625000 Penalty: 4780.783203
	Iteration 1F: 3 clusters Score -1808049 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1808478.500000 Penalty: 4780.783203
	Iteration 2F: 3 clusters Score -1808478 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1808877.125000 Penalty: 4780.783203
	Iteration 3F: 3 clusters Score -1808877 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1809319.875000 Penalty: 4780.783203
	Iteration 4F: 3 clusters Score -1809320 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1809756.375000 Penalty: 4780.783203
	Iteration 5F: 3 clusters Score -1809756 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1810229.750000 Penalty: 4780.783203
	Iteration 6F: 3 clusters Score -1810230 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1810728.875000 Penalty: 4780.783203
	Iteration 7Q: 3 clusters Score -1810729 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1811290.500000 Penalty: 4780.783203
	Iteration 8F: 3 clusters Score -1811290 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1811863.250000 Penalty: 4780.783203
	Iteration 9Q: 3 clusters Score -1811863 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1812302.625000 Penalty: 4780.783203
	Iteration 10Q: 3 clusters Score -1812303 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1812613.500000 Penalty: 4780.783203
	Iteration 11Q: 3 clusters Score -1812614 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1812825.125000 Penalty: 4780.783203
	Iteration 12Q: 3 clusters Score -1812825 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1812963.625000 Penalty: 4780.783203
	Iteration 13Q: 3 clusters Score -1812964 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1813065.375000 Penalty: 4780.783203
	Iteration 14Q: 3 clusters Score -1813065 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1813135.625000 Penalty: 4780.783203
	Iteration 15Q: 3 clusters Score -1813136 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1813182.375000 Penalty: 4780.783203
	Iteration 16Q: 3 clusters Score -1813182 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1813212.625000 Penalty: 4780.783203
	Iteration 17Q: 3 clusters Score -1813213 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1813241.375000 Penalty: 4780.783203
	Iteration 18Q: 3 clusters Score -1813241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1813259.000000 Penalty: 4780.783203
	Iteration 19Q: 3 clusters Score -1813259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1813276.875000 Penalty: 4780.783203
	Iteration 20F: 3 clusters Score -1813277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1813285.000000 Penalty: 4780.783203
	Iteration 21Q: 3 clusters Score -1813285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1813294.750000 Penalty: 4780.783203
	Iteration 22Q: 3 clusters Score -1813295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1813301.625000 Penalty: 4780.783203
	Iteration 23Q: 3 clusters Score -1813302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1813312.375000 Penalty: 4780.783203
	Iteration 24Q: 3 clusters Score -1813312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1813322.750000 Penalty: 4780.783203
	Iteration 25Q: 3 clusters Score -1813323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1813324.625000 Penalty: 4780.783203
	Iteration 26Q: 3 clusters Score -1813325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1813330.125000 Penalty: 4780.783203
	Iteration 27Q: 3 clusters Score -1813330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1813333.250000 Penalty: 4780.783203
	Iteration 28Q: 3 clusters Score -1813333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1813343.125000 Penalty: 4780.783203
	Iteration 29Q: 3 clusters Score -1813343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1813345.375000 Penalty: 4780.783203
	Iteration 30Q: 3 clusters Score -1813345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1813347.375000 Penalty: 4780.783203
	Iteration 31Q: 3 clusters Score -1813347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1813351.625000 Penalty: 4780.783203
	Iteration 32Q: 3 clusters Score -1813352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1813357.000000 Penalty: 4780.783203
	Iteration 33Q: 3 clusters Score -1813357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1813355.625000 Penalty: 4780.783203
	Iteration 34Q: 3 clusters Score -1813356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1813357.000000 Penalty: 4780.783203
	Iteration 35Q: 3 clusters Score -1813357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1813358.750000 Penalty: 4780.783203
	Iteration 36Q: 3 clusters Score -1813359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1813358.250000 Penalty: 4780.783203
	Iteration 37Q: 3 clusters Score -1813358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1813359.875000 Penalty: 4780.783203
	Iteration 38Q: 3 clusters Score -1813360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1813359.750000 Penalty: 4780.783203
	Iteration 39Q: 3 clusters Score -1813360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1813364.000000 Penalty: 4780.783203
	Iteration 40F: 3 clusters Score -1813364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1813363.375000 Penalty: 4780.783203
	Iteration 41Q: 3 clusters Score -1813363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1813363.375000 Penalty: 4780.783203
	Iteration 42Q: 3 clusters Score -1813363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1813364.250000 Penalty: 4780.783203
	Iteration 43Q: 3 clusters Score -1813364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1813367.000000 Penalty: 4780.783203
	Iteration 44Q: 3 clusters Score -1813367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1813365.750000 Penalty: 4780.783203
	Iteration 45Q: 3 clusters Score -1813366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1813366.125000 Penalty: 4780.783203
	Iteration 46Q: 3 clusters Score -1813366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1813369.250000 Penalty: 4780.783203
	Iteration 47Q: 3 clusters Score -1813369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1813370.250000 Penalty: 4780.783203
	Iteration 48Q: 3 clusters Score -1813370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1813372.000000 Penalty: 4780.783203
	Iteration 49Q: 3 clusters Score -1813372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1813370.500000 Penalty: 4780.783203
	Iteration 50Q: 3 clusters Score -1813370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1813374.000000 Penalty: 4780.783203
	Iteration 51Q: 3 clusters Score -1813374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1813377.750000 Penalty: 4780.783203
	Iteration 52Q: 3 clusters Score -1813378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1813381.250000 Penalty: 4780.783203
	Iteration 53Q: 3 clusters Score -1813381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1813381.500000 Penalty: 4780.783203
	Iteration 54Q: 3 clusters Score -1813382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1813383.000000 Penalty: 4780.783203
	Iteration 55Q: 3 clusters Score -1813383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1813383.125000 Penalty: 4780.783203
	Iteration 56Q: 3 clusters Score -1813383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1813383.125000 Penalty: 4780.783203
	Iteration 57Q: 3 clusters Score -1813383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1813383.125000 Penalty: 4780.783203
	Iteration 58F: 3 clusters Score -1813383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Entering Unmasked Estep 
Score: -2214443.000000 Penalty: 2439.397217
	Iteration 0F: 2 clusters Score -2214443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2201194.500000 Penalty: 4878.794434
	Iteration 0F: 3 clusters Score -2201194 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2205565.000000 Penalty: 4878.794434
	Iteration 1F: 3 clusters Score -2205565 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2205987.000000 Penalty: 4878.794434
	Iteration 2F: 3 clusters Score -2205987 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2206336.250000 Penalty: 4878.794434
	Iteration 3Q: 3 clusters Score -2206336 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2206672.750000 Penalty: 4878.794434
	Iteration 4Q: 3 clusters Score -2206673 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2207001.500000 Penalty: 4878.794434
	Iteration 5Q: 3 clusters Score -2207002 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2207380.000000 Penalty: 4878.794434
	Iteration 6Q: 3 clusters Score -2207380 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2207853.500000 Penalty: 4878.794434
	Iteration 7Q: 3 clusters Score -2207854 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2208367.000000 Penalty: 4878.794434
	Iteration 8Q: 3 clusters Score -2208367 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2208893.750000 Penalty: 4878.794434
	Iteration 9Q: 3 clusters Score -2208894 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2209407.250000 Penalty: 4878.794434
	Iteration 10Q: 3 clusters Score -2209407 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2209890.750000 Penalty: 4878.794434
	Iteration 11Q: 3 clusters Score -2209891 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2210275.250000 Penalty: 4878.794434
	Iteration 12Q: 3 clusters Score -2210275 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2210650.750000 Penalty: 4878.794434
	Iteration 13Q: 3 clusters Score -2210651 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2210934.000000 Penalty: 4878.794434
	Iteration 14Q: 3 clusters Score -2210934 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2211181.500000 Penalty: 4878.794434
	Iteration 15Q: 3 clusters Score -2211182 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2211365.250000 Penalty: 4878.794434
	Iteration 16Q: 3 clusters Score -2211365 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2211492.250000 Penalty: 4878.794434
	Iteration 17Q: 3 clusters Score -2211492 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2211606.500000 Penalty: 4878.794434
	Iteration 18Q: 3 clusters Score -2211606 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2211701.500000 Penalty: 4878.794434
	Iteration 19Q: 3 clusters Score -2211702 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2211778.250000 Penalty: 4878.794434
	Iteration 20F: 3 clusters Score -2211778 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2211861.000000 Penalty: 4878.794434
	Iteration 21Q: 3 clusters Score -2211861 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2211915.500000 Penalty: 4878.794434
	Iteration 22Q: 3 clusters Score -2211916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2211970.250000 Penalty: 4878.794434
	Iteration 23Q: 3 clusters Score -2211970 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2212009.500000 Penalty: 4878.794434
	Iteration 24Q: 3 clusters Score -2212010 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2212065.250000 Penalty: 4878.794434
	Iteration 25Q: 3 clusters Score -2212065 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2212097.250000 Penalty: 4878.794434
	Iteration 26Q: 3 clusters Score -2212097 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2212133.000000 Penalty: 4878.794434
	Iteration 27Q: 3 clusters Score -2212133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2212160.000000 Penalty: 4878.794434
	Iteration 28Q: 3 clusters Score -2212160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2212177.750000 Penalty: 4878.794434
	Iteration 29Q: 3 clusters Score -2212178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2212194.000000 Penalty: 4878.794434
	Iteration 30Q: 3 clusters Score -2212194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2212204.750000 Penalty: 4878.794434
	Iteration 31Q: 3 clusters Score -2212205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2212217.000000 Penalty: 4878.794434
	Iteration 32Q: 3 clusters Score -2212217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2212228.000000 Penalty: 4878.794434
	Iteration 33Q: 3 clusters Score -2212228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2212247.250000 Penalty: 4878.794434
	Iteration 34Q: 3 clusters Score -2212247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2212259.750000 Penalty: 4878.794434
	Iteration 35Q: 3 clusters Score -2212260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2212277.750000 Penalty: 4878.794434
	Iteration 36Q: 3 clusters Score -2212278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2212290.750000 Penalty: 4878.794434
	Iteration 37Q: 3 clusters Score -2212291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2212296.500000 Penalty: 4878.794434
	Iteration 38Q: 3 clusters Score -2212296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2212304.000000 Penalty: 4878.794434
	Iteration 39Q: 3 clusters Score -2212304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2212319.000000 Penalty: 4878.794434
	Iteration 40F: 3 clusters Score -2212319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2212324.500000 Penalty: 4878.794434
	Iteration 41Q: 3 clusters Score -2212324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2212335.750000 Penalty: 4878.794434
	Iteration 42Q: 3 clusters Score -2212336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2212343.750000 Penalty: 4878.794434
	Iteration 43Q: 3 clusters Score -2212344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2212353.000000 Penalty: 4878.794434
	Iteration 44Q: 3 clusters Score -2212353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2212359.250000 Penalty: 4878.794434
	Iteration 45Q: 3 clusters Score -2212359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2212359.250000 Penalty: 4878.794434
	Iteration 46Q: 3 clusters Score -2212359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2212365.250000 Penalty: 4878.794434
	Iteration 47Q: 3 clusters Score -2212365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2212366.250000 Penalty: 4878.794434
	Iteration 48Q: 3 clusters Score -2212366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2212368.000000 Penalty: 4878.794434
	Iteration 49Q: 3 clusters Score -2212368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2212373.000000 Penalty: 4878.794434
	Iteration 50Q: 3 clusters Score -2212373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2212376.250000 Penalty: 4878.794434
	Iteration 51Q: 3 clusters Score -2212376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2212378.500000 Penalty: 4878.794434
	Iteration 52Q: 3 clusters Score -2212378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2212380.500000 Penalty: 4878.794434
	Iteration 53Q: 3 clusters Score -2212380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2212379.000000 Penalty: 4878.794434
	Iteration 54Q: 3 clusters Score -2212379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2212382.250000 Penalty: 4878.794434
	Iteration 55Q: 3 clusters Score -2212382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2212379.750000 Penalty: 4878.794434
	Iteration 56Q: 3 clusters Score -2212380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2212379.750000 Penalty: 4878.794434
	Iteration 57F: 3 clusters Score -2212380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -79829.343750 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -79829.34 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 381 members 
Entering Unmasked Estep 
Score: -78116.203125 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -78116.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78356.453125 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -78356.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -78421.101562 Penalty: 3274.210205
	Iteration 2Q: 3 clusters Score -78421.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78435.617188 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -78435.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78443.156250 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -78443.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78452.921875 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -78452.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -78456.187500 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -78456.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -78458.406250 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -78458.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -78459.859375 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -78459.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78460.757812 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -78460.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78463.687500 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -78463.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -78467.015625 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -78467.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -78472.789062 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -78472.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78475.023438 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -78475.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78475.023438 Penalty: 3274.210205
	Iteration 14F: 3 clusters Score -78475.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -129965.734375 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -129965.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -127991.148438 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -127991.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -128451.468750 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -128451.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -128642.367188 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -128642.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -128841.281250 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -128841.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -128968.375000 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -128968.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -129057.390625 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -129057.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -129116.117188 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -129116.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -129180.359375 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -129180.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -129237.023438 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -129237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -129275.820312 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -129275.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -129303.085938 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -129303.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -129314.812500 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -129314.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -129320.820312 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -129320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -129325.203125 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -129325.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -129330.570312 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -129330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -129338.015625 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -129338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -129344.351562 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -129344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -129345.195312 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -129345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -129345.765625 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -129345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -129346.625000 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -129346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -129354.320312 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -129354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -129486.867188 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -129486.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -129556.312500 Penalty: 3540.484131
	Iteration 22Q: 3 clusters Score -129556.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -129584.859375 Penalty: 3540.484131
	Iteration 23Q: 3 clusters Score -129584.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -129596.765625 Penalty: 3540.484131
	Iteration 24Q: 3 clusters Score -129596.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -129615.234375 Penalty: 3540.484131
	Iteration 25Q: 3 clusters Score -129615.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -129630.164062 Penalty: 3540.484131
	Iteration 26Q: 3 clusters Score -129630.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -129638.703125 Penalty: 3540.484131
	Iteration 27Q: 3 clusters Score -129638.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -129643.273438 Penalty: 3540.484131
	Iteration 28Q: 3 clusters Score -129643.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -129645.078125 Penalty: 3540.484131
	Iteration 29Q: 3 clusters Score -129645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -129647.914062 Penalty: 3540.484131
	Iteration 30Q: 3 clusters Score -129647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -129650.148438 Penalty: 3540.484131
	Iteration 31Q: 3 clusters Score -129650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -129650.148438 Penalty: 3540.484131
	Iteration 32F: 3 clusters Score -129650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Entering Unmasked Estep 
Score: -990367.062500 Penalty: 2239.295654
	Iteration 0F: 2 clusters Score -990367.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -983663.062500 Penalty: 4478.591309
	Iteration 0F: 3 clusters Score -983663.1 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -985509.687500 Penalty: 4478.591309
	Iteration 1F: 3 clusters Score -985509.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -985774.812500 Penalty: 4478.591309
	Iteration 2F: 3 clusters Score -985774.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -985966.125000 Penalty: 4478.591309
	Iteration 3Q: 3 clusters Score -985966.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -986142.062500 Penalty: 4478.591309
	Iteration 4Q: 3 clusters Score -986142.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -986319.812500 Penalty: 4478.591309
	Iteration 5Q: 3 clusters Score -986319.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -986510.187500 Penalty: 4478.591309
	Iteration 6Q: 3 clusters Score -986510.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -986698.312500 Penalty: 4478.591309
	Iteration 7Q: 3 clusters Score -986698.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -986908.625000 Penalty: 4478.591309
	Iteration 8Q: 3 clusters Score -986908.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -987113.812500 Penalty: 4478.591309
	Iteration 9Q: 3 clusters Score -987113.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -987304.437500 Penalty: 4478.591309
	Iteration 10Q: 3 clusters Score -987304.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -987462.875000 Penalty: 4478.591309
	Iteration 11Q: 3 clusters Score -987462.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -987594.312500 Penalty: 4478.591309
	Iteration 12Q: 3 clusters Score -987594.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -987701.125000 Penalty: 4478.591309
	Iteration 13Q: 3 clusters Score -987701.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -987809.375000 Penalty: 4478.591309
	Iteration 14Q: 3 clusters Score -987809.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -987898.875000 Penalty: 4478.591309
	Iteration 15Q: 3 clusters Score -987898.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -987985.500000 Penalty: 4478.591309
	Iteration 16Q: 3 clusters Score -987985.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -988051.250000 Penalty: 4478.591309
	Iteration 17Q: 3 clusters Score -988051.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -988102.937500 Penalty: 4478.591309
	Iteration 18Q: 3 clusters Score -988102.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -988145.125000 Penalty: 4478.591309
	Iteration 19Q: 3 clusters Score -988145.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -988182.500000 Penalty: 4478.591309
	Iteration 20F: 3 clusters Score -988182.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -988216.375000 Penalty: 4478.591309
	Iteration 21Q: 3 clusters Score -988216.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -988244.250000 Penalty: 4478.591309
	Iteration 22Q: 3 clusters Score -988244.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -988266.625000 Penalty: 4478.591309
	Iteration 23Q: 3 clusters Score -988266.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -988283.875000 Penalty: 4478.591309
	Iteration 24Q: 3 clusters Score -988283.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -988292.875000 Penalty: 4478.591309
	Iteration 25Q: 3 clusters Score -988292.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -988306.750000 Penalty: 4478.591309
	Iteration 26Q: 3 clusters Score -988306.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -988322.625000 Penalty: 4478.591309
	Iteration 27Q: 3 clusters Score -988322.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -988341.625000 Penalty: 4478.591309
	Iteration 28Q: 3 clusters Score -988341.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -988356.250000 Penalty: 4478.591309
	Iteration 29Q: 3 clusters Score -988356.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -988371.437500 Penalty: 4478.591309
	Iteration 30Q: 3 clusters Score -988371.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -988378.875000 Penalty: 4478.591309
	Iteration 31Q: 3 clusters Score -988378.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -988388.625000 Penalty: 4478.591309
	Iteration 32Q: 3 clusters Score -988388.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -988401.125000 Penalty: 4478.591309
	Iteration 33Q: 3 clusters Score -988401.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -988415.000000 Penalty: 4478.591309
	Iteration 34Q: 3 clusters Score -988415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -988425.312500 Penalty: 4478.591309
	Iteration 35Q: 3 clusters Score -988425.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -988431.125000 Penalty: 4478.591309
	Iteration 36Q: 3 clusters Score -988431.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -988437.375000 Penalty: 4478.591309
	Iteration 37Q: 3 clusters Score -988437.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -988442.687500 Penalty: 4478.591309
	Iteration 38Q: 3 clusters Score -988442.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -988444.500000 Penalty: 4478.591309
	Iteration 39Q: 3 clusters Score -988444.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -988449.000000 Penalty: 4478.591309
	Iteration 40F: 3 clusters Score -988449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -988453.000000 Penalty: 4478.591309
	Iteration 41Q: 3 clusters Score -988453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -988459.500000 Penalty: 4478.591309
	Iteration 42Q: 3 clusters Score -988459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -988462.750000 Penalty: 4478.591309
	Iteration 43Q: 3 clusters Score -988462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -988462.937500 Penalty: 4478.591309
	Iteration 44Q: 3 clusters Score -988462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -988462.937500 Penalty: 4478.591309
	Iteration 45Q: 3 clusters Score -988462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -988462.625000 Penalty: 4478.591309
	Iteration 46Q: 3 clusters Score -988462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -988462.625000 Penalty: 4478.591309
	Iteration 47F: 3 clusters Score -988462.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -393920.625000 Penalty: 2016.473755
	Iteration 0F: 2 clusters Score -393920.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -390394.187500 Penalty: 4032.947510
	Iteration 0F: 3 clusters Score -390394.2 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -391088.531250 Penalty: 4032.947510
	Iteration 1F: 3 clusters Score -391088.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -391279.687500 Penalty: 4032.947510
	Iteration 2F: 3 clusters Score -391279.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -391378.968750 Penalty: 4032.947510
	Iteration 3Q: 3 clusters Score -391379 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -391445.312500 Penalty: 4032.947510
	Iteration 4Q: 3 clusters Score -391445.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -391500.062500 Penalty: 4032.947510
	Iteration 5Q: 3 clusters Score -391500.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -391539.625000 Penalty: 4032.947510
	Iteration 6Q: 3 clusters Score -391539.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -391565.843750 Penalty: 4032.947510
	Iteration 7Q: 3 clusters Score -391565.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -391588.687500 Penalty: 4032.947510
	Iteration 8Q: 3 clusters Score -391588.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -391611.281250 Penalty: 4032.947510
	Iteration 9Q: 3 clusters Score -391611.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -391630.750000 Penalty: 4032.947510
	Iteration 10Q: 3 clusters Score -391630.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -391649.781250 Penalty: 4032.947510
	Iteration 11Q: 3 clusters Score -391649.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -391665.750000 Penalty: 4032.947510
	Iteration 12Q: 3 clusters Score -391665.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -391681.437500 Penalty: 4032.947510
	Iteration 13Q: 3 clusters Score -391681.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -391695.375000 Penalty: 4032.947510
	Iteration 14Q: 3 clusters Score -391695.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -391709.593750 Penalty: 4032.947510
	Iteration 15Q: 3 clusters Score -391709.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -391726.593750 Penalty: 4032.947510
	Iteration 16Q: 3 clusters Score -391726.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -391742.218750 Penalty: 4032.947510
	Iteration 17Q: 3 clusters Score -391742.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -391758.000000 Penalty: 4032.947510
	Iteration 18Q: 3 clusters Score -391758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -391767.468750 Penalty: 4032.947510
	Iteration 19Q: 3 clusters Score -391767.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -391776.687500 Penalty: 4032.947510
	Iteration 20F: 3 clusters Score -391776.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -391785.968750 Penalty: 4032.947510
	Iteration 21Q: 3 clusters Score -391786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -391796.312500 Penalty: 4032.947510
	Iteration 22Q: 3 clusters Score -391796.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -391800.562500 Penalty: 4032.947510
	Iteration 23Q: 3 clusters Score -391800.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -391807.687500 Penalty: 4032.947510
	Iteration 24Q: 3 clusters Score -391807.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -391814.687500 Penalty: 4032.947510
	Iteration 25Q: 3 clusters Score -391814.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -391826.562500 Penalty: 4032.947510
	Iteration 26Q: 3 clusters Score -391826.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -391833.875000 Penalty: 4032.947510
	Iteration 27Q: 3 clusters Score -391833.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -391840.968750 Penalty: 4032.947510
	Iteration 28Q: 3 clusters Score -391841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -391851.937500 Penalty: 4032.947510
	Iteration 29Q: 3 clusters Score -391851.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -391866.093750 Penalty: 4032.947510
	Iteration 30Q: 3 clusters Score -391866.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -391883.625000 Penalty: 4032.947510
	Iteration 31Q: 3 clusters Score -391883.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -391907.250000 Penalty: 4032.947510
	Iteration 32Q: 3 clusters Score -391907.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -391933.468750 Penalty: 4032.947510
	Iteration 33Q: 3 clusters Score -391933.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -391962.750000 Penalty: 4032.947510
	Iteration 34Q: 3 clusters Score -391962.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -391984.562500 Penalty: 4032.947510
	Iteration 35Q: 3 clusters Score -391984.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -392006.875000 Penalty: 4032.947510
	Iteration 36Q: 3 clusters Score -392006.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -392033.843750 Penalty: 4032.947510
	Iteration 37Q: 3 clusters Score -392033.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -392056.406250 Penalty: 4032.947510
	Iteration 38Q: 3 clusters Score -392056.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -392080.593750 Penalty: 4032.947510
	Iteration 39Q: 3 clusters Score -392080.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -392100.843750 Penalty: 4032.947510
	Iteration 40F: 3 clusters Score -392100.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -392118.875000 Penalty: 4032.947510
	Iteration 41Q: 3 clusters Score -392118.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -392136.250000 Penalty: 4032.947510
	Iteration 42Q: 3 clusters Score -392136.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -392156.250000 Penalty: 4032.947510
	Iteration 43Q: 3 clusters Score -392156.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -392172.750000 Penalty: 4032.947510
	Iteration 44Q: 3 clusters Score -392172.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -392185.250000 Penalty: 4032.947510
	Iteration 45Q: 3 clusters Score -392185.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -392203.625000 Penalty: 4032.947510
	Iteration 46Q: 3 clusters Score -392203.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -392219.500000 Penalty: 4032.947510
	Iteration 47Q: 3 clusters Score -392219.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -392229.125000 Penalty: 4032.947510
	Iteration 48Q: 3 clusters Score -392229.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -392238.156250 Penalty: 4032.947510
	Iteration 49Q: 3 clusters Score -392238.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -392242.718750 Penalty: 4032.947510
	Iteration 50Q: 3 clusters Score -392242.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -392246.718750 Penalty: 4032.947510
	Iteration 51Q: 3 clusters Score -392246.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -392248.937500 Penalty: 4032.947510
	Iteration 52Q: 3 clusters Score -392248.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -392250.406250 Penalty: 4032.947510
	Iteration 53Q: 3 clusters Score -392250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -392252.312500 Penalty: 4032.947510
	Iteration 54Q: 3 clusters Score -392252.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -392254.500000 Penalty: 4032.947510
	Iteration 55Q: 3 clusters Score -392254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -392255.812500 Penalty: 4032.947510
	Iteration 56Q: 3 clusters Score -392255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -392256.312500 Penalty: 4032.947510
	Iteration 57Q: 3 clusters Score -392256.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -392256.312500 Penalty: 4032.947510
	Iteration 58F: 3 clusters Score -392256.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (168135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168135 members 
Entering Unmasked Estep 
Score: -19536132.000000 Penalty: 2984.065430
	Iteration 0F: 2 clusters Score -1.953613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84138 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -19424578.000000 Penalty: 5968.130859
	Iteration 0F: 3 clusters Score -1.942458e+07 nChanged 80666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -19470770.000000 Penalty: 5968.130859
	Iteration 1F: 3 clusters Score -1.947077e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -19471568.000000 Penalty: 5968.130859
	Iteration 2Q: 3 clusters Score -1.947157e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 81581 members 
Entering Unmasked Estep 
Score: -19472732.000000 Penalty: 5968.130859
	Iteration 3Q: 3 clusters Score -1.947273e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -19474104.000000 Penalty: 5968.130859
	Iteration 4Q: 3 clusters Score -1.94741e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
Score: -19476588.000000 Penalty: 5968.130859
	Iteration 5Q: 3 clusters Score -1.947659e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 75027 members 
Entering Unmasked Estep 
Score: -19479994.000000 Penalty: 5968.130859
	Iteration 6Q: 3 clusters Score -1.947999e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96887 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -19485100.000000 Penalty: 5968.130859
	Iteration 7Q: 3 clusters Score -1.94851e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -19492022.000000 Penalty: 5968.130859
	Iteration 8F: 3 clusters Score -1.949202e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105234 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -19500062.000000 Penalty: 5968.130859
	Iteration 9F: 3 clusters Score -1.950006e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108226 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -19507340.000000 Penalty: 5968.130859
	Iteration 10F: 3 clusters Score -1.950734e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110131 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -19512624.000000 Penalty: 5968.130859
	Iteration 11F: 3 clusters Score -1.951262e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111404 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -19515126.000000 Penalty: 5968.130859
	Iteration 12Q: 3 clusters Score -1.951513e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112608 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -19516034.000000 Penalty: 5968.130859
	Iteration 13Q: 3 clusters Score -1.951603e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113795 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -19516734.000000 Penalty: 5968.130859
	Iteration 14Q: 3 clusters Score -1.951673e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115014 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -19517194.000000 Penalty: 5968.130859
	Iteration 15Q: 3 clusters Score -1.951719e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116178 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -19517532.000000 Penalty: 5968.130859
	Iteration 16Q: 3 clusters Score -1.951753e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117274 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -19517906.000000 Penalty: 5968.130859
	Iteration 17Q: 3 clusters Score -1.951791e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118330 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -19518194.000000 Penalty: 5968.130859
	Iteration 18Q: 3 clusters Score -1.951819e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -19518636.000000 Penalty: 5968.130859
	Iteration 19Q: 3 clusters Score -1.951864e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120628 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -19518936.000000 Penalty: 5968.130859
	Iteration 20F: 3 clusters Score -1.951894e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -19519216.000000 Penalty: 5968.130859
	Iteration 21Q: 3 clusters Score -1.951922e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122949 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -19519558.000000 Penalty: 5968.130859
	Iteration 22Q: 3 clusters Score -1.951956e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124134 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -19519898.000000 Penalty: 5968.130859
	Iteration 23Q: 3 clusters Score -1.95199e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125344 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -19520190.000000 Penalty: 5968.130859
	Iteration 24Q: 3 clusters Score -1.952019e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126554 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -19520548.000000 Penalty: 5968.130859
	Iteration 25Q: 3 clusters Score -1.952055e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127813 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -19520940.000000 Penalty: 5968.130859
	Iteration 26Q: 3 clusters Score -1.952094e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129104 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -19521318.000000 Penalty: 5968.130859
	Iteration 27Q: 3 clusters Score -1.952132e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130473 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -19521726.000000 Penalty: 5968.130859
	Iteration 28Q: 3 clusters Score -1.952173e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131882 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -19522138.000000 Penalty: 5968.130859
	Iteration 29Q: 3 clusters Score -1.952214e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133311 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -19522628.000000 Penalty: 5968.130859
	Iteration 30Q: 3 clusters Score -1.952263e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134745 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -19523310.000000 Penalty: 5968.130859
	Iteration 31Q: 3 clusters Score -1.952331e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136267 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -19523804.000000 Penalty: 5968.130859
	Iteration 32Q: 3 clusters Score -1.95238e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137833 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -19524254.000000 Penalty: 5968.130859
	Iteration 33Q: 3 clusters Score -1.952425e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139530 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -19524834.000000 Penalty: 5968.130859
	Iteration 34Q: 3 clusters Score -1.952483e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141225 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -19525368.000000 Penalty: 5968.130859
	Iteration 35Q: 3 clusters Score -1.952537e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142933 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -19525808.000000 Penalty: 5968.130859
	Iteration 36Q: 3 clusters Score -1.952581e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144694 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -19526328.000000 Penalty: 5968.130859
	Iteration 37Q: 3 clusters Score -1.952633e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146523 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -19526942.000000 Penalty: 5968.130859
	Iteration 38Q: 3 clusters Score -1.952694e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148334 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -19527586.000000 Penalty: 5968.130859
	Iteration 39Q: 3 clusters Score -1.952759e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150105 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -19528108.000000 Penalty: 5968.130859
	Iteration 40F: 3 clusters Score -1.952811e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151823 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -19528462.000000 Penalty: 5968.130859
	Iteration 41Q: 3 clusters Score -1.952846e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153446 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -19529050.000000 Penalty: 5968.130859
	Iteration 42Q: 3 clusters Score -1.952905e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155017 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -19529532.000000 Penalty: 5968.130859
	Iteration 43Q: 3 clusters Score -1.952953e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156534 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -19529932.000000 Penalty: 5968.130859
	Iteration 44Q: 3 clusters Score -1.952993e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157931 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -19530364.000000 Penalty: 5968.130859
	Iteration 45Q: 3 clusters Score -1.953036e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159253 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -19530796.000000 Penalty: 5968.130859
	Iteration 46Q: 3 clusters Score -1.95308e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160393 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -19531152.000000 Penalty: 5968.130859
	Iteration 47Q: 3 clusters Score -1.953115e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161372 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -19531472.000000 Penalty: 5968.130859
	Iteration 48Q: 3 clusters Score -1.953147e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162210 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -19531804.000000 Penalty: 5968.130859
	Iteration 49Q: 3 clusters Score -1.95318e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162912 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -19532010.000000 Penalty: 5968.130859
	Iteration 50Q: 3 clusters Score -1.953201e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163536 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -19532180.000000 Penalty: 5968.130859
	Iteration 51Q: 3 clusters Score -1.953218e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164083 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -19532394.000000 Penalty: 5968.130859
	Iteration 52Q: 3 clusters Score -1.953239e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164539 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -19532572.000000 Penalty: 5968.130859
	Iteration 53Q: 3 clusters Score -1.953257e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164938 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -19532738.000000 Penalty: 5968.130859
	Iteration 54Q: 3 clusters Score -1.953274e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165252 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -19532890.000000 Penalty: 5968.130859
	Iteration 55Q: 3 clusters Score -1.953289e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165495 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -19533014.000000 Penalty: 5968.130859
	Iteration 56Q: 3 clusters Score -1.953301e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165664 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -19533056.000000 Penalty: 5968.130859
	Iteration 57Q: 3 clusters Score -1.953306e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165810 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -19533152.000000 Penalty: 5968.130859
	Iteration 58Q: 3 clusters Score -1.953315e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165943 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -19533198.000000 Penalty: 5968.130859
	Iteration 59Q: 3 clusters Score -1.95332e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166064 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19533236.000000 Penalty: 5968.130859
	Iteration 60F: 3 clusters Score -1.953324e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166184 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -19533316.000000 Penalty: 5968.130859
	Iteration 61Q: 3 clusters Score -1.953332e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166277 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -19533372.000000 Penalty: 5968.130859
	Iteration 62Q: 3 clusters Score -1.953337e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166367 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -19533394.000000 Penalty: 5968.130859
	Iteration 63Q: 3 clusters Score -1.953339e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166419 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -19533444.000000 Penalty: 5968.130859
	Iteration 64Q: 3 clusters Score -1.953344e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166480 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -19533448.000000 Penalty: 5968.130859
	Iteration 65Q: 3 clusters Score -1.953345e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166531 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -19533486.000000 Penalty: 5968.130859
	Iteration 66Q: 3 clusters Score -1.953349e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166572 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -19533500.000000 Penalty: 5968.130859
	Iteration 67Q: 3 clusters Score -1.95335e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166606 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -19533518.000000 Penalty: 5968.130859
	Iteration 68Q: 3 clusters Score -1.953352e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166643 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -19533536.000000 Penalty: 5968.130859
	Iteration 69Q: 3 clusters Score -1.953354e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166674 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -19533548.000000 Penalty: 5968.130859
	Iteration 70Q: 3 clusters Score -1.953355e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166694 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -19533564.000000 Penalty: 5968.130859
	Iteration 71Q: 3 clusters Score -1.953356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166704 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -19533572.000000 Penalty: 5968.130859
	Iteration 72Q: 3 clusters Score -1.953357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166716 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -19533578.000000 Penalty: 5968.130859
	Iteration 73Q: 3 clusters Score -1.953358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166729 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -19533572.000000 Penalty: 5968.130859
	Iteration 74Q: 3 clusters Score -1.953357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166746 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -19533564.000000 Penalty: 5968.130859
	Iteration 75Q: 3 clusters Score -1.953356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -19533548.000000 Penalty: 5968.130859
	Iteration 76Q: 3 clusters Score -1.953355e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -19533550.000000 Penalty: 5968.130859
	Iteration 77Q: 3 clusters Score -1.953355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166777 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -19533564.000000 Penalty: 5968.130859
	Iteration 78Q: 3 clusters Score -1.953356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166781 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -19533566.000000 Penalty: 5968.130859
	Iteration 79Q: 3 clusters Score -1.953357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166784 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -19533566.000000 Penalty: 5968.130859
	Iteration 80F: 3 clusters Score -1.953357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166791 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -19533552.000000 Penalty: 5968.130859
	Iteration 81Q: 3 clusters Score -1.953355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166795 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -19533564.000000 Penalty: 5968.130859
	Iteration 82Q: 3 clusters Score -1.953356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166800 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -19533578.000000 Penalty: 5968.130859
	Iteration 83Q: 3 clusters Score -1.953358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166803 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -19533594.000000 Penalty: 5968.130859
	Iteration 84Q: 3 clusters Score -1.953359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166809 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -19533594.000000 Penalty: 5968.130859
	Iteration 85Q: 3 clusters Score -1.953359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166819 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -19533578.000000 Penalty: 5968.130859
	Iteration 86Q: 3 clusters Score -1.953358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -19533576.000000 Penalty: 5968.130859
	Iteration 87Q: 3 clusters Score -1.953358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166829 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -19533584.000000 Penalty: 5968.130859
	Iteration 88Q: 3 clusters Score -1.953358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166835 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -19533598.000000 Penalty: 5968.130859
	Iteration 89Q: 3 clusters Score -1.95336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166838 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -19533598.000000 Penalty: 5968.130859
	Iteration 90Q: 3 clusters Score -1.95336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166842 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -19533588.000000 Penalty: 5968.130859
	Iteration 91Q: 3 clusters Score -1.953359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166847 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -19533600.000000 Penalty: 5968.130859
	Iteration 92Q: 3 clusters Score -1.95336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166855 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -19533606.000000 Penalty: 5968.130859
	Iteration 93Q: 3 clusters Score -1.953361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166857 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -19533608.000000 Penalty: 5968.130859
	Iteration 94Q: 3 clusters Score -1.953361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166859 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -19533606.000000 Penalty: 5968.130859
	Iteration 95Q: 3 clusters Score -1.953361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166860 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19533612.000000 Penalty: 5968.130859
	Iteration 96Q: 3 clusters Score -1.953361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166860 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19533612.000000 Penalty: 5968.130859
	Iteration 97F: 3 clusters Score -1.953361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Entering Unmasked Estep 
Score: -4517920.500000 Penalty: 2627.890869
	Iteration 0F: 2 clusters Score -4517920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4490849.000000 Penalty: 5255.781738
	Iteration 0F: 3 clusters Score -4490849 nChanged 18268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -4502006.000000 Penalty: 5255.781738
	Iteration 1F: 3 clusters Score -4502006 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -4503811.500000 Penalty: 5255.781738
	Iteration 2F: 3 clusters Score -4503812 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4505934.500000 Penalty: 5255.781738
	Iteration 3F: 3 clusters Score -4505934 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -4508208.500000 Penalty: 5255.781738
	Iteration 4F: 3 clusters Score -4508208 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -4510203.500000 Penalty: 5255.781738
	Iteration 5F: 3 clusters Score -4510204 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4511545.000000 Penalty: 5255.781738
	Iteration 6F: 3 clusters Score -4511545 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4512257.500000 Penalty: 5255.781738
	Iteration 7Q: 3 clusters Score -4512258 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4512635.500000 Penalty: 5255.781738
	Iteration 8Q: 3 clusters Score -4512636 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -4512851.000000 Penalty: 5255.781738
	Iteration 9Q: 3 clusters Score -4512851 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4513058.500000 Penalty: 5255.781738
	Iteration 10Q: 3 clusters Score -4513058 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -4513253.500000 Penalty: 5255.781738
	Iteration 11Q: 3 clusters Score -4513254 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -4513528.000000 Penalty: 5255.781738
	Iteration 12Q: 3 clusters Score -4513528 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -4513824.500000 Penalty: 5255.781738
	Iteration 13Q: 3 clusters Score -4513824 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -4514203.500000 Penalty: 5255.781738
	Iteration 14Q: 3 clusters Score -4514204 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -4514615.000000 Penalty: 5255.781738
	Iteration 15Q: 3 clusters Score -4514615 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -4515072.000000 Penalty: 5255.781738
	Iteration 16Q: 3 clusters Score -4515072 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4515596.000000 Penalty: 5255.781738
	Iteration 17Q: 3 clusters Score -4515596 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4516197.500000 Penalty: 5255.781738
	Iteration 18Q: 3 clusters Score -4516198 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4516539.000000 Penalty: 5255.781738
	Iteration 19Q: 3 clusters Score -4516539 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4516959.500000 Penalty: 5255.781738
	Iteration 20F: 3 clusters Score -4516960 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4517503.000000 Penalty: 5255.781738
	Iteration 21Q: 3 clusters Score -4517503 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4517624.500000 Penalty: 5255.781738
	Iteration 22Q: 3 clusters Score -4517624 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4517659.500000 Penalty: 5255.781738
	Iteration 23Q: 3 clusters Score -4517660 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4517687.500000 Penalty: 5255.781738
	Iteration 24Q: 3 clusters Score -4517688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4517701.000000 Penalty: 5255.781738
	Iteration 25Q: 3 clusters Score -4517701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4517714.000000 Penalty: 5255.781738
	Iteration 26Q: 3 clusters Score -4517714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4517720.500000 Penalty: 5255.781738
	Iteration 27Q: 3 clusters Score -4517720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4517726.000000 Penalty: 5255.781738
	Iteration 28Q: 3 clusters Score -4517726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4517725.500000 Penalty: 5255.781738
	Iteration 29Q: 3 clusters Score -4517726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4517726.000000 Penalty: 5255.781738
	Iteration 30Q: 3 clusters Score -4517726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4517730.500000 Penalty: 5255.781738
	Iteration 31Q: 3 clusters Score -4517730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4517726.000000 Penalty: 5255.781738
	Iteration 32Q: 3 clusters Score -4517726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4517723.500000 Penalty: 5255.781738
	Iteration 33Q: 3 clusters Score -4517724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4517730.500000 Penalty: 5255.781738
	Iteration 34Q: 3 clusters Score -4517730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4517731.000000 Penalty: 5255.781738
	Iteration 35Q: 3 clusters Score -4517731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4517734.000000 Penalty: 5255.781738
	Iteration 36Q: 3 clusters Score -4517734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4517737.500000 Penalty: 5255.781738
	Iteration 37Q: 3 clusters Score -4517738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4517734.500000 Penalty: 5255.781738
	Iteration 38Q: 3 clusters Score -4517734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4517741.500000 Penalty: 5255.781738
	Iteration 39Q: 3 clusters Score -4517742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4517740.500000 Penalty: 5255.781738
	Iteration 40F: 3 clusters Score -4517740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4517740.500000 Penalty: 5255.781738
	Iteration 41Q: 3 clusters Score -4517740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4517737.000000 Penalty: 5255.781738
	Iteration 42Q: 3 clusters Score -4517737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4517737.000000 Penalty: 5255.781738
	Iteration 43Q: 3 clusters Score -4517737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4517737.000000 Penalty: 5255.781738
	Iteration 44F: 3 clusters Score -4517737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (137732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137732 members 
Entering Unmasked Estep 
Score: -16151321.000000 Penalty: 2934.600098
	Iteration 0F: 2 clusters Score -1.615132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -16059564.000000 Penalty: 5869.200195
	Iteration 0F: 3 clusters Score -1.605956e+07 nChanged 65591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -16096833.000000 Penalty: 5869.200195
	Iteration 1F: 3 clusters Score -1.609683e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 73680 members 
Entering Unmasked Estep 
Score: -16097841.000000 Penalty: 5869.200195
	Iteration 2Q: 3 clusters Score -1.609784e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -16099213.000000 Penalty: 5869.200195
	Iteration 3Q: 3 clusters Score -1.609921e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -16101150.000000 Penalty: 5869.200195
	Iteration 4Q: 3 clusters Score -1.610115e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -16104906.000000 Penalty: 5869.200195
	Iteration 5Q: 3 clusters Score -1.610491e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -16111093.000000 Penalty: 5869.200195
	Iteration 6F: 3 clusters Score -1.611109e+07 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 105772 members 
Entering Unmasked Estep 
Score: -16120099.000000 Penalty: 5869.200195
	Iteration 7F: 3 clusters Score -1.61201e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 116659 members 
Entering Unmasked Estep 
Score: -16130164.000000 Penalty: 5869.200195
	Iteration 8F: 3 clusters Score -1.613016e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 125484 members 
Entering Unmasked Estep 
Score: -16138606.000000 Penalty: 5869.200195
	Iteration 9F: 3 clusters Score -1.613861e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 131150 members 
Entering Unmasked Estep 
Score: -16143641.000000 Penalty: 5869.200195
	Iteration 10Q: 3 clusters Score -1.614364e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 134249 members 
Entering Unmasked Estep 
Score: -16146363.000000 Penalty: 5869.200195
	Iteration 11Q: 3 clusters Score -1.614636e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 135753 members 
Entering Unmasked Estep 
Score: -16147555.000000 Penalty: 5869.200195
	Iteration 12Q: 3 clusters Score -1.614756e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 136449 members 
Entering Unmasked Estep 
Score: -16148071.000000 Penalty: 5869.200195
	Iteration 13Q: 3 clusters Score -1.614807e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 136782 members 
Entering Unmasked Estep 
Score: -16148344.000000 Penalty: 5869.200195
	Iteration 14Q: 3 clusters Score -1.614834e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 136964 members 
Entering Unmasked Estep 
Score: -16148464.000000 Penalty: 5869.200195
	Iteration 15Q: 3 clusters Score -1.614846e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 137049 members 
Entering Unmasked Estep 
Score: -16148570.000000 Penalty: 5869.200195
	Iteration 16Q: 3 clusters Score -1.614857e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 137091 members 
Entering Unmasked Estep 
Score: -16148596.000000 Penalty: 5869.200195
	Iteration 17Q: 3 clusters Score -1.61486e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 137119 members 
Entering Unmasked Estep 
Score: -16148627.000000 Penalty: 5869.200195
	Iteration 18Q: 3 clusters Score -1.614863e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 137148 members 
Entering Unmasked Estep 
Score: -16148676.000000 Penalty: 5869.200195
	Iteration 19Q: 3 clusters Score -1.614868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 137165 members 
Entering Unmasked Estep 
Score: -16148677.000000 Penalty: 5869.200195
	Iteration 20F: 3 clusters Score -1.614868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 137174 members 
Entering Unmasked Estep 
Score: -16148696.000000 Penalty: 5869.200195
	Iteration 21Q: 3 clusters Score -1.61487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 137187 members 
Entering Unmasked Estep 
Score: -16148722.000000 Penalty: 5869.200195
	Iteration 22Q: 3 clusters Score -1.614872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 137194 members 
Entering Unmasked Estep 
Score: -16148723.000000 Penalty: 5869.200195
	Iteration 23Q: 3 clusters Score -1.614872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 137201 members 
Entering Unmasked Estep 
Score: -16148728.000000 Penalty: 5869.200195
	Iteration 24Q: 3 clusters Score -1.614873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 137206 members 
Entering Unmasked Estep 
Score: -16148733.000000 Penalty: 5869.200195
	Iteration 25Q: 3 clusters Score -1.614873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 137208 members 
Entering Unmasked Estep 
Score: -16148724.000000 Penalty: 5869.200195
	Iteration 26Q: 3 clusters Score -1.614872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 137210 members 
Entering Unmasked Estep 
Score: -16148727.000000 Penalty: 5869.200195
	Iteration 27Q: 3 clusters Score -1.614873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 137211 members 
Entering Unmasked Estep 
Score: -16148728.000000 Penalty: 5869.200195
	Iteration 28Q: 3 clusters Score -1.614873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 137213 members 
Entering Unmasked Estep 
Score: -16148731.000000 Penalty: 5869.200195
	Iteration 29Q: 3 clusters Score -1.614873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 137214 members 
Entering Unmasked Estep 
Score: -16148730.000000 Penalty: 5869.200195
	Iteration 30Q: 3 clusters Score -1.614873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 137214 members 
Entering Unmasked Estep 
Score: -16148735.000000 Penalty: 5869.200195
	Iteration 31Q: 3 clusters Score -1.614874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 137215 members 
Entering Unmasked Estep 
Score: -16148737.000000 Penalty: 5869.200195
	Iteration 32Q: 3 clusters Score -1.614874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 137215 members 
Entering Unmasked Estep 
Score: -16148737.000000 Penalty: 5869.200195
	Iteration 33F: 3 clusters Score -1.614874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 19221 members 
Mstep: Class 3 contains 17875 members 
Mstep: Class 6 contains 188729 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 3764 members 
Mstep: Class 9 contains 15347 members 
Mstep: Class 10 contains 18700 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1259 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 20 contains 168135 members 
Mstep: Class 23 contains 39988 members 
Mstep: Class 24 contains 137732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74641944.000000 Penalty: 49803.171875
Iteration 79Q: 16 clusters Score -7.464194e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 19272 members 
Mstep: Class 3 contains 17836 members 
Mstep: Class 6 contains 189802 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 15389 members 
Mstep: Class 10 contains 18729 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1260 members 
Mstep: Class 15 contains 8342 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 20 contains 167302 members 
Mstep: Class 23 contains 40009 members 
Mstep: Class 24 contains 137454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642400.000000 Penalty: 49803.171875
Iteration 80F: 16 clusters Score -7.46424e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 19329 members 
Mstep: Class 3 contains 17684 members 
Mstep: Class 6 contains 190895 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 15423 members 
Mstep: Class 10 contains 18754 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1260 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 17 contains 3542 members 
Mstep: Class 20 contains 166428 members 
Mstep: Class 23 contains 40011 members 
Mstep: Class 24 contains 137167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74642760.000000 Penalty: 49803.171875
Iteration 81Q: 16 clusters Score -7.464276e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 19391 members 
Mstep: Class 3 contains 17528 members 
Mstep: Class 6 contains 191996 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 15437 members 
Mstep: Class 10 contains 18788 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 20 contains 165493 members 
Mstep: Class 23 contains 40018 members 
Mstep: Class 24 contains 136970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643168.000000 Penalty: 49803.171875
Iteration 82Q: 16 clusters Score -7.464317e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 19472 members 
Mstep: Class 3 contains 17418 members 
Mstep: Class 6 contains 193161 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 15470 members 
Mstep: Class 10 contains 18815 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8365 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 20 contains 164515 members 
Mstep: Class 23 contains 40037 members 
Mstep: Class 24 contains 136717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643144.000000 Penalty: 49803.171875
Iteration 83Q: 16 clusters Score -7.464314e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 19559 members 
Mstep: Class 3 contains 17295 members 
Mstep: Class 6 contains 194292 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 15497 members 
Mstep: Class 10 contains 18849 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8378 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 20 contains 163613 members 
Mstep: Class 23 contains 40019 members 
Mstep: Class 24 contains 136468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643400.000000 Penalty: 49803.171875
Iteration 84Q: 16 clusters Score -7.46434e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 19648 members 
Mstep: Class 3 contains 17180 members 
Mstep: Class 6 contains 195451 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 3523 members 
Mstep: Class 9 contains 15535 members 
Mstep: Class 10 contains 18888 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8382 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 20 contains 162721 members 
Mstep: Class 23 contains 39996 members 
Mstep: Class 24 contains 136171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643592.000000 Penalty: 49803.171875
Iteration 85Q: 16 clusters Score -7.464359e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 19748 members 
Mstep: Class 3 contains 17095 members 
Mstep: Class 6 contains 196591 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 3492 members 
Mstep: Class 9 contains 15564 members 
Mstep: Class 10 contains 18943 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 8393 members 
Mstep: Class 17 contains 3794 members 
Mstep: Class 20 contains 161791 members 
Mstep: Class 23 contains 39962 members 
Mstep: Class 24 contains 135907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643760.000000 Penalty: 49803.171875
Iteration 86Q: 16 clusters Score -7.464376e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 19844 members 
Mstep: Class 3 contains 16980 members 
Mstep: Class 6 contains 197605 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 3459 members 
Mstep: Class 9 contains 15594 members 
Mstep: Class 10 contains 18983 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8402 members 
Mstep: Class 17 contains 3830 members 
Mstep: Class 20 contains 160908 members 
Mstep: Class 23 contains 39936 members 
Mstep: Class 24 contains 135737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74643880.000000 Penalty: 49803.171875
Iteration 87Q: 16 clusters Score -7.464388e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 19931 members 
Mstep: Class 3 contains 16863 members 
Mstep: Class 6 contains 198596 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 3426 members 
Mstep: Class 9 contains 15612 members 
Mstep: Class 10 contains 19009 members 
Mstep: Class 11 contains 732 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 20 contains 160114 members 
Mstep: Class 23 contains 39917 members 
Mstep: Class 24 contains 135528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644016.000000 Penalty: 49803.171875
Iteration 88Q: 16 clusters Score -7.464402e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 20032 members 
Mstep: Class 3 contains 16760 members 
Mstep: Class 6 contains 199599 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 15642 members 
Mstep: Class 10 contains 19037 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 20 contains 159206 members 
Mstep: Class 23 contains 39884 members 
Mstep: Class 24 contains 135358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644112.000000 Penalty: 49803.171875
Iteration 89Q: 16 clusters Score -7.464411e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 20138 members 
Mstep: Class 3 contains 16676 members 
Mstep: Class 6 contains 200526 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 15652 members 
Mstep: Class 10 contains 19070 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 8461 members 
Mstep: Class 17 contains 3928 members 
Mstep: Class 20 contains 158394 members 
Mstep: Class 23 contains 39863 members 
Mstep: Class 24 contains 135203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644264.000000 Penalty: 49803.171875
Iteration 90Q: 16 clusters Score -7.464426e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 20220 members 
Mstep: Class 3 contains 16579 members 
Mstep: Class 6 contains 201426 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 15671 members 
Mstep: Class 10 contains 19097 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8470 members 
Mstep: Class 17 contains 3941 members 
Mstep: Class 20 contains 157650 members 
Mstep: Class 23 contains 39845 members 
Mstep: Class 24 contains 135043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644880.000000 Penalty: 49803.171875
Iteration 91Q: 16 clusters Score -7.464488e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 20290 members 
Mstep: Class 3 contains 16469 members 
Mstep: Class 6 contains 202294 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 3285 members 
Mstep: Class 9 contains 15691 members 
Mstep: Class 10 contains 19126 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8456 members 
Mstep: Class 17 contains 3951 members 
Mstep: Class 20 contains 157051 members 
Mstep: Class 23 contains 39791 members 
Mstep: Class 24 contains 134872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74644960.000000 Penalty: 49803.171875
Iteration 92Q: 16 clusters Score -7.464496e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 20370 members 
Mstep: Class 3 contains 16369 members 
Mstep: Class 6 contains 203091 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 15704 members 
Mstep: Class 10 contains 19151 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 8457 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 20 contains 156487 members 
Mstep: Class 23 contains 39740 members 
Mstep: Class 24 contains 134673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645304.000000 Penalty: 49803.171875
Iteration 93Q: 16 clusters Score -7.46453e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 20461 members 
Mstep: Class 3 contains 16279 members 
Mstep: Class 6 contains 203814 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 3223 members 
Mstep: Class 9 contains 15717 members 
Mstep: Class 10 contains 19163 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 8475 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 20 contains 156000 members 
Mstep: Class 23 contains 39674 members 
Mstep: Class 24 contains 134486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645280.000000 Penalty: 49803.171875
Iteration 94Q: 16 clusters Score -7.464528e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 20551 members 
Mstep: Class 3 contains 16187 members 
Mstep: Class 6 contains 204522 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 3204 members 
Mstep: Class 9 contains 15722 members 
Mstep: Class 10 contains 19171 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8484 members 
Mstep: Class 17 contains 4000 members 
Mstep: Class 20 contains 155499 members 
Mstep: Class 23 contains 39612 members 
Mstep: Class 24 contains 134317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645640.000000 Penalty: 49803.171875
Iteration 95Q: 16 clusters Score -7.464564e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 20649 members 
Mstep: Class 3 contains 16126 members 
Mstep: Class 6 contains 205266 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 3172 members 
Mstep: Class 9 contains 15732 members 
Mstep: Class 10 contains 19187 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 8493 members 
Mstep: Class 17 contains 4010 members 
Mstep: Class 20 contains 154957 members 
Mstep: Class 23 contains 39545 members 
Mstep: Class 24 contains 134131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645520.000000 Penalty: 49803.171875
Iteration 96Q: 16 clusters Score -7.464552e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 20737 members 
Mstep: Class 3 contains 16079 members 
Mstep: Class 6 contains 205881 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 3146 members 
Mstep: Class 9 contains 15742 members 
Mstep: Class 10 contains 19215 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1273 members 
Mstep: Class 15 contains 8511 members 
Mstep: Class 17 contains 4017 members 
Mstep: Class 20 contains 154483 members 
Mstep: Class 23 contains 39486 members 
Mstep: Class 24 contains 133975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645904.000000 Penalty: 49803.171875
Iteration 97Q: 16 clusters Score -7.46459e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 20844 members 
Mstep: Class 3 contains 16029 members 
Mstep: Class 6 contains 206472 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 3115 members 
Mstep: Class 9 contains 15740 members 
Mstep: Class 10 contains 19251 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8541 members 
Mstep: Class 17 contains 4018 members 
Mstep: Class 20 contains 154045 members 
Mstep: Class 23 contains 39421 members 
Mstep: Class 24 contains 133795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646120.000000 Penalty: 49803.171875
Iteration 98Q: 16 clusters Score -7.464612e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 20923 members 
Mstep: Class 3 contains 15966 members 
Mstep: Class 6 contains 206963 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 8 contains 3086 members 
Mstep: Class 9 contains 15745 members 
Mstep: Class 10 contains 19272 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 17 contains 4017 members 
Mstep: Class 20 contains 153750 members 
Mstep: Class 23 contains 39372 members 
Mstep: Class 24 contains 133621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646096.000000 Penalty: 49803.171875
Iteration 99Q: 16 clusters Score -7.46461e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 21020 members 
Mstep: Class 3 contains 15904 members 
Mstep: Class 6 contains 207371 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 3075 members 
Mstep: Class 9 contains 15742 members 
Mstep: Class 10 contains 19295 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8591 members 
Mstep: Class 17 contains 4019 members 
Mstep: Class 20 contains 153477 members 
Mstep: Class 23 contains 39313 members 
Mstep: Class 24 contains 133471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645832.000000 Penalty: 49803.171875
Iteration 100F: 16 clusters Score -7.464583e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 21081 members 
Mstep: Class 3 contains 15856 members 
Mstep: Class 6 contains 207725 members 
Mstep: Class 7 contains 234 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 15757 members 
Mstep: Class 10 contains 19316 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8618 members 
Mstep: Class 17 contains 4026 members 
Mstep: Class 20 contains 153268 members 
Mstep: Class 23 contains 39259 members 
Mstep: Class 24 contains 133327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645768.000000 Penalty: 49803.171875
Iteration 101Q: 16 clusters Score -7.464577e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 21134 members 
Mstep: Class 3 contains 15816 members 
Mstep: Class 6 contains 208064 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 3018 members 
Mstep: Class 9 contains 15754 members 
Mstep: Class 10 contains 19335 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8640 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 20 contains 153097 members 
Mstep: Class 23 contains 39194 members 
Mstep: Class 24 contains 133204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645752.000000 Penalty: 49803.171875
Iteration 102Q: 16 clusters Score -7.464575e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 21177 members 
Mstep: Class 3 contains 15774 members 
Mstep: Class 6 contains 208379 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 3011 members 
Mstep: Class 9 contains 15756 members 
Mstep: Class 10 contains 19347 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 15 contains 8646 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 20 contains 152980 members 
Mstep: Class 23 contains 39153 members 
Mstep: Class 24 contains 133026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645824.000000 Penalty: 49803.171875
Iteration 103Q: 16 clusters Score -7.464582e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 21222 members 
Mstep: Class 3 contains 15731 members 
Mstep: Class 6 contains 208679 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 15748 members 
Mstep: Class 10 contains 19353 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 15 contains 8652 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 20 contains 152947 members 
Mstep: Class 23 contains 39103 members 
Mstep: Class 24 contains 132823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645888.000000 Penalty: 49803.171875
Iteration 104Q: 16 clusters Score -7.464589e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 21268 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 6 contains 208886 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 15736 members 
Mstep: Class 10 contains 19373 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8659 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 20 contains 152962 members 
Mstep: Class 23 contains 39071 members 
Mstep: Class 24 contains 132636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645656.000000 Penalty: 49803.171875
Iteration 105Q: 16 clusters Score -7.464566e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 21337 members 
Mstep: Class 3 contains 15642 members 
Mstep: Class 6 contains 209078 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 15722 members 
Mstep: Class 10 contains 19401 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8663 members 
Mstep: Class 17 contains 4028 members 
Mstep: Class 20 contains 152945 members 
Mstep: Class 23 contains 39043 members 
Mstep: Class 24 contains 132470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645704.000000 Penalty: 49803.171875
Iteration 106Q: 16 clusters Score -7.46457e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 21392 members 
Mstep: Class 3 contains 15606 members 
Mstep: Class 6 contains 209205 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2940 members 
Mstep: Class 9 contains 15699 members 
Mstep: Class 10 contains 19438 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8665 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 20 contains 152959 members 
Mstep: Class 23 contains 39021 members 
Mstep: Class 24 contains 132335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645792.000000 Penalty: 49803.171875
Iteration 107Q: 16 clusters Score -7.464579e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 21459 members 
Mstep: Class 3 contains 15565 members 
Mstep: Class 6 contains 209245 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 15678 members 
Mstep: Class 10 contains 19464 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8666 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 20 contains 153047 members 
Mstep: Class 23 contains 39021 members 
Mstep: Class 24 contains 132193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645792.000000 Penalty: 49803.171875
Iteration 108Q: 16 clusters Score -7.464579e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 21509 members 
Mstep: Class 3 contains 15532 members 
Mstep: Class 6 contains 209244 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2919 members 
Mstep: Class 9 contains 15665 members 
Mstep: Class 10 contains 19487 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8660 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 20 contains 153149 members 
Mstep: Class 23 contains 39017 members 
Mstep: Class 24 contains 132085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74645968.000000 Penalty: 49803.171875
Iteration 109Q: 16 clusters Score -7.464597e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 21561 members 
Mstep: Class 3 contains 15520 members 
Mstep: Class 6 contains 209254 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2903 members 
Mstep: Class 9 contains 15658 members 
Mstep: Class 10 contains 19497 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8662 members 
Mstep: Class 17 contains 4025 members 
Mstep: Class 20 contains 153224 members 
Mstep: Class 23 contains 38991 members 
Mstep: Class 24 contains 132001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646152.000000 Penalty: 49803.171875
Iteration 110Q: 16 clusters Score -7.464615e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 21612 members 
Mstep: Class 3 contains 15501 members 
Mstep: Class 6 contains 209276 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 15649 members 
Mstep: Class 10 contains 19495 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8668 members 
Mstep: Class 17 contains 4024 members 
Mstep: Class 20 contains 153305 members 
Mstep: Class 23 contains 38961 members 
Mstep: Class 24 contains 131913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646192.000000 Penalty: 49803.171875
Iteration 111Q: 16 clusters Score -7.464619e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 21652 members 
Mstep: Class 3 contains 15465 members 
Mstep: Class 6 contains 209321 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 15632 members 
Mstep: Class 10 contains 19496 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1273 members 
Mstep: Class 15 contains 8664 members 
Mstep: Class 17 contains 4025 members 
Mstep: Class 20 contains 153408 members 
Mstep: Class 23 contains 38926 members 
Mstep: Class 24 contains 131841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646288.000000 Penalty: 49803.171875
Iteration 112Q: 16 clusters Score -7.464629e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 21704 members 
Mstep: Class 3 contains 15439 members 
Mstep: Class 6 contains 209328 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 15633 members 
Mstep: Class 10 contains 19514 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 8664 members 
Mstep: Class 17 contains 4021 members 
Mstep: Class 20 contains 153507 members 
Mstep: Class 23 contains 38897 members 
Mstep: Class 24 contains 131744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646104.000000 Penalty: 49803.171875
Iteration 113Q: 16 clusters Score -7.46461e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 21740 members 
Mstep: Class 3 contains 15416 members 
Mstep: Class 6 contains 209340 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 15620 members 
Mstep: Class 10 contains 19533 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 8666 members 
Mstep: Class 17 contains 4022 members 
Mstep: Class 20 contains 153609 members 
Mstep: Class 23 contains 38871 members 
Mstep: Class 24 contains 131650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646216.000000 Penalty: 49803.171875
Iteration 114Q: 16 clusters Score -7.464622e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 21775 members 
Mstep: Class 3 contains 15402 members 
Mstep: Class 6 contains 209276 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 15614 members 
Mstep: Class 10 contains 19548 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 8662 members 
Mstep: Class 17 contains 4020 members 
Mstep: Class 20 contains 153763 members 
Mstep: Class 23 contains 38845 members 
Mstep: Class 24 contains 131582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646376.000000 Penalty: 49803.171875
Iteration 115Q: 16 clusters Score -7.464638e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 21797 members 
Mstep: Class 3 contains 15392 members 
Mstep: Class 6 contains 209136 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2807 members 
Mstep: Class 9 contains 15610 members 
Mstep: Class 10 contains 19564 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8665 members 
Mstep: Class 17 contains 4019 members 
Mstep: Class 20 contains 153945 members 
Mstep: Class 23 contains 38821 members 
Mstep: Class 24 contains 131544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646464.000000 Penalty: 49803.171875
Iteration 116Q: 16 clusters Score -7.464646e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 21823 members 
Mstep: Class 3 contains 15369 members 
Mstep: Class 6 contains 209024 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 19573 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 8674 members 
Mstep: Class 17 contains 4018 members 
Mstep: Class 20 contains 154151 members 
Mstep: Class 23 contains 38784 members 
Mstep: Class 24 contains 131484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646272.000000 Penalty: 49803.171875
Iteration 117Q: 16 clusters Score -7.464627e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 21848 members 
Mstep: Class 3 contains 15346 members 
Mstep: Class 6 contains 208908 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 15610 members 
Mstep: Class 10 contains 19579 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 8669 members 
Mstep: Class 17 contains 4012 members 
Mstep: Class 20 contains 154393 members 
Mstep: Class 23 contains 38749 members 
Mstep: Class 24 contains 131412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646336.000000 Penalty: 49803.171875
Iteration 118Q: 16 clusters Score -7.464634e+07 nChanged 1372
Entering ConstructFrom: 
Score: -74646336.000000 Penalty: 49803.171875
Entering ConstructFrom: 
Trying to split cluster 1 (28540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Entering Unmasked Estep 
Score: -3310388.500000 Penalty: 2544.247314
	Iteration 0F: 2 clusters Score -3310388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3290822.750000 Penalty: 5088.494629
	Iteration 0F: 3 clusters Score -3290823 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3297656.000000 Penalty: 5088.494629
	Iteration 1F: 3 clusters Score -3297656 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3298066.000000 Penalty: 5088.494629
	Iteration 2Q: 3 clusters Score -3298066 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3298438.250000 Penalty: 5088.494629
	Iteration 3Q: 3 clusters Score -3298438 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3298825.000000 Penalty: 5088.494629
	Iteration 4Q: 3 clusters Score -3298825 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3299298.500000 Penalty: 5088.494629
	Iteration 5Q: 3 clusters Score -3299298 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3299862.500000 Penalty: 5088.494629
	Iteration 6Q: 3 clusters Score -3299862 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3300723.000000 Penalty: 5088.494629
	Iteration 7F: 3 clusters Score -3300723 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3301911.000000 Penalty: 5088.494629
	Iteration 8F: 3 clusters Score -3301911 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3303420.000000 Penalty: 5088.494629
	Iteration 9F: 3 clusters Score -3303420 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3305070.000000 Penalty: 5088.494629
	Iteration 10F: 3 clusters Score -3305070 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3306469.500000 Penalty: 5088.494629
	Iteration 11F: 3 clusters Score -3306470 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3307415.250000 Penalty: 5088.494629
	Iteration 12Q: 3 clusters Score -3307415 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -3307931.500000 Penalty: 5088.494629
	Iteration 13Q: 3 clusters Score -3307932 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3308217.250000 Penalty: 5088.494629
	Iteration 14Q: 3 clusters Score -3308217 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3308401.750000 Penalty: 5088.494629
	Iteration 15Q: 3 clusters Score -3308402 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3308538.500000 Penalty: 5088.494629
	Iteration 16Q: 3 clusters Score -3308538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3308654.500000 Penalty: 5088.494629
	Iteration 17Q: 3 clusters Score -3308654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -3308757.500000 Penalty: 5088.494629
	Iteration 18Q: 3 clusters Score -3308758 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3308852.500000 Penalty: 5088.494629
	Iteration 19Q: 3 clusters Score -3308852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -3308926.750000 Penalty: 5088.494629
	Iteration 20F: 3 clusters Score -3308927 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -3308982.250000 Penalty: 5088.494629
	Iteration 21Q: 3 clusters Score -3308982 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3309054.500000 Penalty: 5088.494629
	Iteration 22Q: 3 clusters Score -3309054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -3309147.250000 Penalty: 5088.494629
	Iteration 23Q: 3 clusters Score -3309147 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3309218.500000 Penalty: 5088.494629
	Iteration 24Q: 3 clusters Score -3309218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3309261.250000 Penalty: 5088.494629
	Iteration 25Q: 3 clusters Score -3309261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -3309294.000000 Penalty: 5088.494629
	Iteration 26Q: 3 clusters Score -3309294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3309324.250000 Penalty: 5088.494629
	Iteration 27Q: 3 clusters Score -3309324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3309349.750000 Penalty: 5088.494629
	Iteration 28Q: 3 clusters Score -3309350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3309370.500000 Penalty: 5088.494629
	Iteration 29Q: 3 clusters Score -3309370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3309381.500000 Penalty: 5088.494629
	Iteration 30Q: 3 clusters Score -3309382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -3309395.000000 Penalty: 5088.494629
	Iteration 31Q: 3 clusters Score -3309395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3309405.000000 Penalty: 5088.494629
	Iteration 32Q: 3 clusters Score -3309405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3309416.250000 Penalty: 5088.494629
	Iteration 33Q: 3 clusters Score -3309416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3309419.250000 Penalty: 5088.494629
	Iteration 34Q: 3 clusters Score -3309419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3309424.750000 Penalty: 5088.494629
	Iteration 35Q: 3 clusters Score -3309425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3309433.500000 Penalty: 5088.494629
	Iteration 36Q: 3 clusters Score -3309434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3309436.500000 Penalty: 5088.494629
	Iteration 37Q: 3 clusters Score -3309436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3309434.250000 Penalty: 5088.494629
	Iteration 38Q: 3 clusters Score -3309434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3309437.000000 Penalty: 5088.494629
	Iteration 39Q: 3 clusters Score -3309437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3309437.500000 Penalty: 5088.494629
	Iteration 40F: 3 clusters Score -3309438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3309436.250000 Penalty: 5088.494629
	Iteration 41Q: 3 clusters Score -3309436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3309436.250000 Penalty: 5088.494629
	Iteration 42F: 3 clusters Score -3309436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Entering Unmasked Estep 
Score: -2565480.250000 Penalty: 2478.345459
	Iteration 0F: 2 clusters Score -2565480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2550151.250000 Penalty: 4956.690918
	Iteration 0F: 3 clusters Score -2550151 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2555384.250000 Penalty: 4956.690918
	Iteration 1F: 3 clusters Score -2555384 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2555787.500000 Penalty: 4956.690918
	Iteration 2Q: 3 clusters Score -2555788 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2556216.750000 Penalty: 4956.690918
	Iteration 3Q: 3 clusters Score -2556217 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2556678.750000 Penalty: 4956.690918
	Iteration 4Q: 3 clusters Score -2556679 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2557183.500000 Penalty: 4956.690918
	Iteration 5Q: 3 clusters Score -2557184 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2557736.750000 Penalty: 4956.690918
	Iteration 6Q: 3 clusters Score -2557737 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2558302.500000 Penalty: 4956.690918
	Iteration 7Q: 3 clusters Score -2558302 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2558889.250000 Penalty: 4956.690918
	Iteration 8Q: 3 clusters Score -2558889 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2559437.000000 Penalty: 4956.690918
	Iteration 9Q: 3 clusters Score -2559437 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2559905.500000 Penalty: 4956.690918
	Iteration 10Q: 3 clusters Score -2559906 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2560312.250000 Penalty: 4956.690918
	Iteration 11Q: 3 clusters Score -2560312 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2560677.500000 Penalty: 4956.690918
	Iteration 12Q: 3 clusters Score -2560678 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2561001.500000 Penalty: 4956.690918
	Iteration 13Q: 3 clusters Score -2561002 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2561306.000000 Penalty: 4956.690918
	Iteration 14Q: 3 clusters Score -2561306 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2561606.500000 Penalty: 4956.690918
	Iteration 15Q: 3 clusters Score -2561606 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2561894.500000 Penalty: 4956.690918
	Iteration 16Q: 3 clusters Score -2561894 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2562132.250000 Penalty: 4956.690918
	Iteration 17Q: 3 clusters Score -2562132 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2562376.750000 Penalty: 4956.690918
	Iteration 18Q: 3 clusters Score -2562377 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2562577.250000 Penalty: 4956.690918
	Iteration 19Q: 3 clusters Score -2562577 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2562731.750000 Penalty: 4956.690918
	Iteration 20F: 3 clusters Score -2562732 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2562869.000000 Penalty: 4956.690918
	Iteration 21Q: 3 clusters Score -2562869 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2562974.250000 Penalty: 4956.690918
	Iteration 22Q: 3 clusters Score -2562974 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2563059.250000 Penalty: 4956.690918
	Iteration 23Q: 3 clusters Score -2563059 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2563120.750000 Penalty: 4956.690918
	Iteration 24Q: 3 clusters Score -2563121 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2563183.750000 Penalty: 4956.690918
	Iteration 25Q: 3 clusters Score -2563184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2563217.250000 Penalty: 4956.690918
	Iteration 26Q: 3 clusters Score -2563217 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2563241.000000 Penalty: 4956.690918
	Iteration 27Q: 3 clusters Score -2563241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2563261.000000 Penalty: 4956.690918
	Iteration 28Q: 3 clusters Score -2563261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2563280.250000 Penalty: 4956.690918
	Iteration 29Q: 3 clusters Score -2563280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2563296.750000 Penalty: 4956.690918
	Iteration 30Q: 3 clusters Score -2563297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2563302.750000 Penalty: 4956.690918
	Iteration 31Q: 3 clusters Score -2563303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2563316.250000 Penalty: 4956.690918
	Iteration 32Q: 3 clusters Score -2563316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2563323.750000 Penalty: 4956.690918
	Iteration 33Q: 3 clusters Score -2563324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2563325.250000 Penalty: 4956.690918
	Iteration 34Q: 3 clusters Score -2563325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2563333.000000 Penalty: 4956.690918
	Iteration 35Q: 3 clusters Score -2563333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2563335.750000 Penalty: 4956.690918
	Iteration 36Q: 3 clusters Score -2563336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2563342.000000 Penalty: 4956.690918
	Iteration 37Q: 3 clusters Score -2563342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2563348.250000 Penalty: 4956.690918
	Iteration 38Q: 3 clusters Score -2563348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2563348.000000 Penalty: 4956.690918
	Iteration 39Q: 3 clusters Score -2563348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2563347.500000 Penalty: 4956.690918
	Iteration 40F: 3 clusters Score -2563348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2563351.500000 Penalty: 4956.690918
	Iteration 41Q: 3 clusters Score -2563352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2563354.500000 Penalty: 4956.690918
	Iteration 42Q: 3 clusters Score -2563354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2563355.250000 Penalty: 4956.690918
	Iteration 43Q: 3 clusters Score -2563355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2563359.000000 Penalty: 4956.690918
	Iteration 44Q: 3 clusters Score -2563359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2563363.250000 Penalty: 4956.690918
	Iteration 45Q: 3 clusters Score -2563363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2563365.500000 Penalty: 4956.690918
	Iteration 46Q: 3 clusters Score -2563366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2563364.250000 Penalty: 4956.690918
	Iteration 47Q: 3 clusters Score -2563364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2563364.500000 Penalty: 4956.690918
	Iteration 48Q: 3 clusters Score -2563364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2563364.500000 Penalty: 4956.690918
	Iteration 49F: 3 clusters Score -2563364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Entering Unmasked Estep 
Score: -1792168.375000 Penalty: 2390.068115
	Iteration 0F: 2 clusters Score -1792168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1781099.625000 Penalty: 4780.136230
	Iteration 0F: 3 clusters Score -1781100 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1784698.750000 Penalty: 4780.136230
	Iteration 1F: 3 clusters Score -1784699 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1785222.500000 Penalty: 4780.136230
	Iteration 2F: 3 clusters Score -1785222 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1785774.250000 Penalty: 4780.136230
	Iteration 3F: 3 clusters Score -1785774 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1786377.750000 Penalty: 4780.136230
	Iteration 4F: 3 clusters Score -1786378 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1787027.000000 Penalty: 4780.136230
	Iteration 5F: 3 clusters Score -1787027 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1787725.375000 Penalty: 4780.136230
	Iteration 6F: 3 clusters Score -1787725 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1788499.750000 Penalty: 4780.136230
	Iteration 7F: 3 clusters Score -1788500 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1789248.125000 Penalty: 4780.136230
	Iteration 8F: 3 clusters Score -1789248 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1789874.125000 Penalty: 4780.136230
	Iteration 9Q: 3 clusters Score -1789874 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1790228.125000 Penalty: 4780.136230
	Iteration 10Q: 3 clusters Score -1790228 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1790351.125000 Penalty: 4780.136230
	Iteration 11Q: 3 clusters Score -1790351 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1790406.125000 Penalty: 4780.136230
	Iteration 12Q: 3 clusters Score -1790406 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1790438.000000 Penalty: 4780.136230
	Iteration 13Q: 3 clusters Score -1790438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1790453.000000 Penalty: 4780.136230
	Iteration 14Q: 3 clusters Score -1790453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1790472.625000 Penalty: 4780.136230
	Iteration 15Q: 3 clusters Score -1790473 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1790491.750000 Penalty: 4780.136230
	Iteration 16Q: 3 clusters Score -1790492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1790505.125000 Penalty: 4780.136230
	Iteration 17Q: 3 clusters Score -1790505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1790508.000000 Penalty: 4780.136230
	Iteration 18Q: 3 clusters Score -1790508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1790515.000000 Penalty: 4780.136230
	Iteration 19Q: 3 clusters Score -1790515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1790518.375000 Penalty: 4780.136230
	Iteration 20F: 3 clusters Score -1790518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1790524.000000 Penalty: 4780.136230
	Iteration 21Q: 3 clusters Score -1790524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1790523.250000 Penalty: 4780.136230
	Iteration 22Q: 3 clusters Score -1790523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1790530.125000 Penalty: 4780.136230
	Iteration 23Q: 3 clusters Score -1790530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1790532.625000 Penalty: 4780.136230
	Iteration 24Q: 3 clusters Score -1790533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1790537.125000 Penalty: 4780.136230
	Iteration 25Q: 3 clusters Score -1790537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1790542.000000 Penalty: 4780.136230
	Iteration 26Q: 3 clusters Score -1790542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1790543.500000 Penalty: 4780.136230
	Iteration 27Q: 3 clusters Score -1790544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1790545.250000 Penalty: 4780.136230
	Iteration 28Q: 3 clusters Score -1790545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1790550.375000 Penalty: 4780.136230
	Iteration 29Q: 3 clusters Score -1790550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1790554.000000 Penalty: 4780.136230
	Iteration 30Q: 3 clusters Score -1790554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1790553.500000 Penalty: 4780.136230
	Iteration 31Q: 3 clusters Score -1790554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1790554.625000 Penalty: 4780.136230
	Iteration 32Q: 3 clusters Score -1790555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1790551.750000 Penalty: 4780.136230
	Iteration 33Q: 3 clusters Score -1790552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1790553.625000 Penalty: 4780.136230
	Iteration 34Q: 3 clusters Score -1790554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1790552.250000 Penalty: 4780.136230
	Iteration 35Q: 3 clusters Score -1790552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1790553.625000 Penalty: 4780.136230
	Iteration 36Q: 3 clusters Score -1790554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1790553.625000 Penalty: 4780.136230
	Iteration 37F: 3 clusters Score -1790554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (208785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208785 members 
Entering Unmasked Estep 
Score: -24228104.000000 Penalty: 3037.767090
	Iteration 0F: 2 clusters Score -2.42281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104248 members 
Mstep: Class 2 contains 104537 members 
Entering Unmasked Estep 
Score: -24090404.000000 Penalty: 6075.534180
	Iteration 0F: 3 clusters Score -2.40904e+07 nChanged 100489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 109056 members 
Entering Unmasked Estep 
Score: -24148806.000000 Penalty: 6075.534180
	Iteration 1F: 3 clusters Score -2.414881e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97300 members 
Mstep: Class 2 contains 111485 members 
Entering Unmasked Estep 
Score: -24149646.000000 Penalty: 6075.534180
	Iteration 2Q: 3 clusters Score -2.414965e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93511 members 
Mstep: Class 2 contains 115274 members 
Entering Unmasked Estep 
Score: -24150788.000000 Penalty: 6075.534180
	Iteration 3Q: 3 clusters Score -2.415079e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 121137 members 
Entering Unmasked Estep 
Score: -24152778.000000 Penalty: 6075.534180
	Iteration 4Q: 3 clusters Score -2.415278e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78685 members 
Mstep: Class 2 contains 130100 members 
Entering Unmasked Estep 
Score: -24156804.000000 Penalty: 6075.534180
	Iteration 5Q: 3 clusters Score -2.41568e+07 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 143307 members 
Entering Unmasked Estep 
Score: -24165030.000000 Penalty: 6075.534180
	Iteration 6F: 3 clusters Score -2.416503e+07 nChanged 17831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 161064 members 
Entering Unmasked Estep 
Score: -24179248.000000 Penalty: 6075.534180
	Iteration 7F: 3 clusters Score -2.417925e+07 nChanged 20047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 181083 members 
Entering Unmasked Estep 
Score: -24198584.000000 Penalty: 6075.534180
	Iteration 8F: 3 clusters Score -2.419858e+07 nChanged 16107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 197174 members 
Entering Unmasked Estep 
Score: -24214718.000000 Penalty: 6075.534180
	Iteration 9F: 3 clusters Score -2.421472e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 204938 members 
Entering Unmasked Estep 
Score: -24222058.000000 Penalty: 6075.534180
	Iteration 10Q: 3 clusters Score -2.422206e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 207355 members 
Entering Unmasked Estep 
Score: -24224430.000000 Penalty: 6075.534180
	Iteration 11Q: 3 clusters Score -2.422443e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 207949 members 
Entering Unmasked Estep 
Score: -24225190.000000 Penalty: 6075.534180
	Iteration 12Q: 3 clusters Score -2.422519e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 208079 members 
Entering Unmasked Estep 
Score: -24225486.000000 Penalty: 6075.534180
	Iteration 13Q: 3 clusters Score -2.422549e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 208103 members 
Entering Unmasked Estep 
Score: -24225654.000000 Penalty: 6075.534180
	Iteration 14Q: 3 clusters Score -2.422565e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 208088 members 
Entering Unmasked Estep 
Score: -24225780.000000 Penalty: 6075.534180
	Iteration 15Q: 3 clusters Score -2.422578e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 208065 members 
Entering Unmasked Estep 
Score: -24225852.000000 Penalty: 6075.534180
	Iteration 16Q: 3 clusters Score -2.422585e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 208058 members 
Entering Unmasked Estep 
Score: -24225928.000000 Penalty: 6075.534180
	Iteration 17Q: 3 clusters Score -2.422593e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 208049 members 
Entering Unmasked Estep 
Score: -24225990.000000 Penalty: 6075.534180
	Iteration 18Q: 3 clusters Score -2.422599e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 208042 members 
Entering Unmasked Estep 
Score: -24226020.000000 Penalty: 6075.534180
	Iteration 19Q: 3 clusters Score -2.422602e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 208035 members 
Entering Unmasked Estep 
Score: -24226030.000000 Penalty: 6075.534180
	Iteration 20F: 3 clusters Score -2.422603e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 208026 members 
Entering Unmasked Estep 
Score: -24226032.000000 Penalty: 6075.534180
	Iteration 21Q: 3 clusters Score -2.422603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 208019 members 
Entering Unmasked Estep 
Score: -24226040.000000 Penalty: 6075.534180
	Iteration 22Q: 3 clusters Score -2.422604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 208015 members 
Entering Unmasked Estep 
Score: -24226036.000000 Penalty: 6075.534180
	Iteration 23Q: 3 clusters Score -2.422604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 208008 members 
Entering Unmasked Estep 
Score: -24226060.000000 Penalty: 6075.534180
	Iteration 24Q: 3 clusters Score -2.422606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 208001 members 
Entering Unmasked Estep 
Score: -24226070.000000 Penalty: 6075.534180
	Iteration 25Q: 3 clusters Score -2.422607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 208005 members 
Entering Unmasked Estep 
Score: -24226064.000000 Penalty: 6075.534180
	Iteration 26Q: 3 clusters Score -2.422606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 208009 members 
Entering Unmasked Estep 
Score: -24226078.000000 Penalty: 6075.534180
	Iteration 27Q: 3 clusters Score -2.422608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 208008 members 
Entering Unmasked Estep 
Score: -24226076.000000 Penalty: 6075.534180
	Iteration 28Q: 3 clusters Score -2.422608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 208007 members 
Entering Unmasked Estep 
Score: -24226072.000000 Penalty: 6075.534180
	Iteration 29Q: 3 clusters Score -2.422607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 208007 members 
Entering Unmasked Estep 
Score: -24226072.000000 Penalty: 6075.534180
	Iteration 30F: 3 clusters Score -2.422607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -24514.927734 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -24514.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23312.595703 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -23312.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23372.458984 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -23372.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23380.406250 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -23380.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23385.001953 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -23385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23390.699219 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -23390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23393.529297 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -23393.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23393.529297 Penalty: 2710.060547
	Iteration 6F: 3 clusters Score -23393.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -323677.906250 Penalty: 1965.259644
	Iteration 0F: 2 clusters Score -323677.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -320529.375000 Penalty: 3930.519287
	Iteration 0F: 3 clusters Score -320529.4 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -321095.562500 Penalty: 3930.519287
	Iteration 1F: 3 clusters Score -321095.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -321269.468750 Penalty: 3930.519287
	Iteration 2F: 3 clusters Score -321269.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -321366.000000 Penalty: 3930.519287
	Iteration 3Q: 3 clusters Score -321366 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -321426.906250 Penalty: 3930.519287
	Iteration 4Q: 3 clusters Score -321426.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -321464.000000 Penalty: 3930.519287
	Iteration 5Q: 3 clusters Score -321464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -321495.000000 Penalty: 3930.519287
	Iteration 6Q: 3 clusters Score -321495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -321517.687500 Penalty: 3930.519287
	Iteration 7Q: 3 clusters Score -321517.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -321537.031250 Penalty: 3930.519287
	Iteration 8Q: 3 clusters Score -321537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -321553.000000 Penalty: 3930.519287
	Iteration 9Q: 3 clusters Score -321553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -321568.312500 Penalty: 3930.519287
	Iteration 10Q: 3 clusters Score -321568.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -321586.062500 Penalty: 3930.519287
	Iteration 11Q: 3 clusters Score -321586.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -321596.968750 Penalty: 3930.519287
	Iteration 12Q: 3 clusters Score -321597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -321606.500000 Penalty: 3930.519287
	Iteration 13Q: 3 clusters Score -321606.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -321614.968750 Penalty: 3930.519287
	Iteration 14Q: 3 clusters Score -321615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -321625.937500 Penalty: 3930.519287
	Iteration 15Q: 3 clusters Score -321625.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -321639.718750 Penalty: 3930.519287
	Iteration 16Q: 3 clusters Score -321639.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -321648.875000 Penalty: 3930.519287
	Iteration 17Q: 3 clusters Score -321648.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -321654.187500 Penalty: 3930.519287
	Iteration 18Q: 3 clusters Score -321654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -321660.781250 Penalty: 3930.519287
	Iteration 19Q: 3 clusters Score -321660.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -321669.218750 Penalty: 3930.519287
	Iteration 20F: 3 clusters Score -321669.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -321681.875000 Penalty: 3930.519287
	Iteration 21Q: 3 clusters Score -321681.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -321692.437500 Penalty: 3930.519287
	Iteration 22Q: 3 clusters Score -321692.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -321700.625000 Penalty: 3930.519287
	Iteration 23Q: 3 clusters Score -321700.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -321707.468750 Penalty: 3930.519287
	Iteration 24Q: 3 clusters Score -321707.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -321711.593750 Penalty: 3930.519287
	Iteration 25Q: 3 clusters Score -321711.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -321716.406250 Penalty: 3930.519287
	Iteration 26Q: 3 clusters Score -321716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -321719.218750 Penalty: 3930.519287
	Iteration 27Q: 3 clusters Score -321719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -321720.687500 Penalty: 3930.519287
	Iteration 28Q: 3 clusters Score -321720.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -321724.625000 Penalty: 3930.519287
	Iteration 29Q: 3 clusters Score -321724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -321726.562500 Penalty: 3930.519287
	Iteration 30Q: 3 clusters Score -321726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -321727.031250 Penalty: 3930.519287
	Iteration 31Q: 3 clusters Score -321727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -321729.718750 Penalty: 3930.519287
	Iteration 32Q: 3 clusters Score -321729.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -321732.750000 Penalty: 3930.519287
	Iteration 33Q: 3 clusters Score -321732.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -321734.937500 Penalty: 3930.519287
	Iteration 34Q: 3 clusters Score -321734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -321739.718750 Penalty: 3930.519287
	Iteration 35Q: 3 clusters Score -321739.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -321742.843750 Penalty: 3930.519287
	Iteration 36Q: 3 clusters Score -321742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -321745.843750 Penalty: 3930.519287
	Iteration 37Q: 3 clusters Score -321745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -321749.312500 Penalty: 3930.519287
	Iteration 38Q: 3 clusters Score -321749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -321750.156250 Penalty: 3930.519287
	Iteration 39Q: 3 clusters Score -321750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -321751.531250 Penalty: 3930.519287
	Iteration 40F: 3 clusters Score -321751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -321752.218750 Penalty: 3930.519287
	Iteration 41Q: 3 clusters Score -321752.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -321752.468750 Penalty: 3930.519287
	Iteration 42Q: 3 clusters Score -321752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -321752.843750 Penalty: 3930.519287
	Iteration 43Q: 3 clusters Score -321752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -321753.687500 Penalty: 3930.519287
	Iteration 44Q: 3 clusters Score -321753.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -321755.093750 Penalty: 3930.519287
	Iteration 45Q: 3 clusters Score -321755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -321757.000000 Penalty: 3930.519287
	Iteration 46Q: 3 clusters Score -321757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -321757.906250 Penalty: 3930.519287
	Iteration 47Q: 3 clusters Score -321757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -321758.937500 Penalty: 3930.519287
	Iteration 48Q: 3 clusters Score -321758.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -321758.937500 Penalty: 3930.519287
	Iteration 49F: 3 clusters Score -321758.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Entering Unmasked Estep 
Score: -1845969.625000 Penalty: 2394.637207
	Iteration 0F: 2 clusters Score -1845970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1834735.875000 Penalty: 4789.274414
	Iteration 0F: 3 clusters Score -1834736 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1838254.875000 Penalty: 4789.274414
	Iteration 1F: 3 clusters Score -1838255 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1838607.875000 Penalty: 4789.274414
	Iteration 2F: 3 clusters Score -1838608 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1838860.750000 Penalty: 4789.274414
	Iteration 3Q: 3 clusters Score -1838861 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1839062.500000 Penalty: 4789.274414
	Iteration 4Q: 3 clusters Score -1839062 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1839196.375000 Penalty: 4789.274414
	Iteration 5Q: 3 clusters Score -1839196 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1839316.625000 Penalty: 4789.274414
	Iteration 6Q: 3 clusters Score -1839317 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1839460.375000 Penalty: 4789.274414
	Iteration 7Q: 3 clusters Score -1839460 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1839596.625000 Penalty: 4789.274414
	Iteration 8Q: 3 clusters Score -1839597 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1839737.125000 Penalty: 4789.274414
	Iteration 9Q: 3 clusters Score -1839737 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1839898.625000 Penalty: 4789.274414
	Iteration 10Q: 3 clusters Score -1839899 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1840066.250000 Penalty: 4789.274414
	Iteration 11Q: 3 clusters Score -1840066 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1840290.750000 Penalty: 4789.274414
	Iteration 12Q: 3 clusters Score -1840291 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1840601.750000 Penalty: 4789.274414
	Iteration 13Q: 3 clusters Score -1840602 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1841050.875000 Penalty: 4789.274414
	Iteration 14Q: 3 clusters Score -1841051 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1841630.125000 Penalty: 4789.274414
	Iteration 15Q: 3 clusters Score -1841630 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1842243.125000 Penalty: 4789.274414
	Iteration 16Q: 3 clusters Score -1842243 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1842782.250000 Penalty: 4789.274414
	Iteration 17Q: 3 clusters Score -1842782 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1843179.500000 Penalty: 4789.274414
	Iteration 18Q: 3 clusters Score -1843180 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1843406.750000 Penalty: 4789.274414
	Iteration 19Q: 3 clusters Score -1843407 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1843556.250000 Penalty: 4789.274414
	Iteration 20F: 3 clusters Score -1843556 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1843652.000000 Penalty: 4789.274414
	Iteration 21Q: 3 clusters Score -1843652 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1843721.500000 Penalty: 4789.274414
	Iteration 22Q: 3 clusters Score -1843722 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1843748.750000 Penalty: 4789.274414
	Iteration 23Q: 3 clusters Score -1843749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1843771.500000 Penalty: 4789.274414
	Iteration 24Q: 3 clusters Score -1843772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1843800.500000 Penalty: 4789.274414
	Iteration 25Q: 3 clusters Score -1843800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1843821.750000 Penalty: 4789.274414
	Iteration 26Q: 3 clusters Score -1843822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1843835.500000 Penalty: 4789.274414
	Iteration 27Q: 3 clusters Score -1843836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1843854.250000 Penalty: 4789.274414
	Iteration 28Q: 3 clusters Score -1843854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1843866.125000 Penalty: 4789.274414
	Iteration 29Q: 3 clusters Score -1843866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1843874.500000 Penalty: 4789.274414
	Iteration 30Q: 3 clusters Score -1843874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1843881.750000 Penalty: 4789.274414
	Iteration 31Q: 3 clusters Score -1843882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1843883.250000 Penalty: 4789.274414
	Iteration 32Q: 3 clusters Score -1843883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1843889.750000 Penalty: 4789.274414
	Iteration 33Q: 3 clusters Score -1843890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1843891.250000 Penalty: 4789.274414
	Iteration 34Q: 3 clusters Score -1843891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1843901.250000 Penalty: 4789.274414
	Iteration 35Q: 3 clusters Score -1843901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1843911.875000 Penalty: 4789.274414
	Iteration 36Q: 3 clusters Score -1843912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1843914.500000 Penalty: 4789.274414
	Iteration 37Q: 3 clusters Score -1843914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1843922.250000 Penalty: 4789.274414
	Iteration 38Q: 3 clusters Score -1843922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1843926.750000 Penalty: 4789.274414
	Iteration 39Q: 3 clusters Score -1843927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1843932.750000 Penalty: 4789.274414
	Iteration 40F: 3 clusters Score -1843933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1843932.250000 Penalty: 4789.274414
	Iteration 41Q: 3 clusters Score -1843932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1843933.125000 Penalty: 4789.274414
	Iteration 42Q: 3 clusters Score -1843933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1843933.125000 Penalty: 4789.274414
	Iteration 43Q: 3 clusters Score -1843933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1843933.125000 Penalty: 4789.274414
	Iteration 44F: 3 clusters Score -1843933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Entering Unmasked Estep 
Score: -2317659.250000 Penalty: 2450.813965
	Iteration 0F: 2 clusters Score -2317659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2303786.250000 Penalty: 4901.627930
	Iteration 0F: 3 clusters Score -2303786 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2308369.250000 Penalty: 4901.627930
	Iteration 1F: 3 clusters Score -2308369 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2308734.000000 Penalty: 4901.627930
	Iteration 2F: 3 clusters Score -2308734 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2308985.250000 Penalty: 4901.627930
	Iteration 3Q: 3 clusters Score -2308985 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2309166.000000 Penalty: 4901.627930
	Iteration 4Q: 3 clusters Score -2309166 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2309327.750000 Penalty: 4901.627930
	Iteration 5Q: 3 clusters Score -2309328 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2309472.000000 Penalty: 4901.627930
	Iteration 6Q: 3 clusters Score -2309472 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2309592.750000 Penalty: 4901.627930
	Iteration 7Q: 3 clusters Score -2309593 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2309708.500000 Penalty: 4901.627930
	Iteration 8Q: 3 clusters Score -2309708 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2309832.750000 Penalty: 4901.627930
	Iteration 9Q: 3 clusters Score -2309833 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2310027.750000 Penalty: 4901.627930
	Iteration 10Q: 3 clusters Score -2310028 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2310287.250000 Penalty: 4901.627930
	Iteration 11Q: 3 clusters Score -2310287 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2310628.000000 Penalty: 4901.627930
	Iteration 12Q: 3 clusters Score -2310628 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2311107.500000 Penalty: 4901.627930
	Iteration 13Q: 3 clusters Score -2311108 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2311752.250000 Penalty: 4901.627930
	Iteration 14Q: 3 clusters Score -2311752 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2312504.250000 Penalty: 4901.627930
	Iteration 15F: 3 clusters Score -2312504 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2313332.500000 Penalty: 4901.627930
	Iteration 16F: 3 clusters Score -2313332 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2314086.000000 Penalty: 4901.627930
	Iteration 17Q: 3 clusters Score -2314086 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2314671.500000 Penalty: 4901.627930
	Iteration 18Q: 3 clusters Score -2314672 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2315049.500000 Penalty: 4901.627930
	Iteration 19Q: 3 clusters Score -2315050 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2315261.500000 Penalty: 4901.627930
	Iteration 20F: 3 clusters Score -2315262 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2315381.250000 Penalty: 4901.627930
	Iteration 21Q: 3 clusters Score -2315381 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2315460.000000 Penalty: 4901.627930
	Iteration 22Q: 3 clusters Score -2315460 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2315507.250000 Penalty: 4901.627930
	Iteration 23Q: 3 clusters Score -2315507 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2315548.250000 Penalty: 4901.627930
	Iteration 24Q: 3 clusters Score -2315548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2315579.000000 Penalty: 4901.627930
	Iteration 25Q: 3 clusters Score -2315579 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2315610.500000 Penalty: 4901.627930
	Iteration 26Q: 3 clusters Score -2315610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2315630.250000 Penalty: 4901.627930
	Iteration 27Q: 3 clusters Score -2315630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2315646.750000 Penalty: 4901.627930
	Iteration 28Q: 3 clusters Score -2315647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2315652.500000 Penalty: 4901.627930
	Iteration 29Q: 3 clusters Score -2315652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2315664.750000 Penalty: 4901.627930
	Iteration 30Q: 3 clusters Score -2315665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2315666.500000 Penalty: 4901.627930
	Iteration 31Q: 3 clusters Score -2315666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2315671.000000 Penalty: 4901.627930
	Iteration 32Q: 3 clusters Score -2315671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2315676.000000 Penalty: 4901.627930
	Iteration 33Q: 3 clusters Score -2315676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2315677.000000 Penalty: 4901.627930
	Iteration 34Q: 3 clusters Score -2315677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2315680.500000 Penalty: 4901.627930
	Iteration 35Q: 3 clusters Score -2315680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2315686.000000 Penalty: 4901.627930
	Iteration 36Q: 3 clusters Score -2315686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2315686.500000 Penalty: 4901.627930
	Iteration 37Q: 3 clusters Score -2315686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2315688.000000 Penalty: 4901.627930
	Iteration 38Q: 3 clusters Score -2315688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2315687.750000 Penalty: 4901.627930
	Iteration 39Q: 3 clusters Score -2315688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2315688.000000 Penalty: 4901.627930
	Iteration 40F: 3 clusters Score -2315688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2315691.250000 Penalty: 4901.627930
	Iteration 41Q: 3 clusters Score -2315691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2315697.750000 Penalty: 4901.627930
	Iteration 42Q: 3 clusters Score -2315698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2315697.750000 Penalty: 4901.627930
	Iteration 43Q: 3 clusters Score -2315698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2315701.250000 Penalty: 4901.627930
	Iteration 44Q: 3 clusters Score -2315701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2315704.000000 Penalty: 4901.627930
	Iteration 45Q: 3 clusters Score -2315704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2315702.000000 Penalty: 4901.627930
	Iteration 46Q: 3 clusters Score -2315702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2315707.500000 Penalty: 4901.627930
	Iteration 47Q: 3 clusters Score -2315708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2315703.500000 Penalty: 4901.627930
	Iteration 48Q: 3 clusters Score -2315704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2315707.750000 Penalty: 4901.627930
	Iteration 49Q: 3 clusters Score -2315708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2315707.250000 Penalty: 4901.627930
	Iteration 50Q: 3 clusters Score -2315707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2315707.250000 Penalty: 4901.627930
	Iteration 51Q: 3 clusters Score -2315707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2315707.250000 Penalty: 4901.627930
	Iteration 52F: 3 clusters Score -2315707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -80179.476562 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -80179.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78410.906250 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -78410.91 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78623.171875 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -78623.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78696.828125 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -78696.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78732.195312 Penalty: 3276.227783
	Iteration 3Q: 3 clusters Score -78732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78744.664062 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -78744.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78752.101562 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -78752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78760.187500 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -78760.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78765.109375 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -78765.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78765.109375 Penalty: 3276.227783
	Iteration 8F: 3 clusters Score -78765.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -131584.953125 Penalty: 1773.179321
	Iteration 0F: 2 clusters Score -131585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -129639.921875 Penalty: 3546.358643
	Iteration 0F: 3 clusters Score -129639.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -130125.296875 Penalty: 3546.358643
	Iteration 1F: 3 clusters Score -130125.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -130280.343750 Penalty: 3546.358643
	Iteration 2F: 3 clusters Score -130280.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -130392.539062 Penalty: 3546.358643
	Iteration 3F: 3 clusters Score -130392.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -130486.226562 Penalty: 3546.358643
	Iteration 4F: 3 clusters Score -130486.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -130567.000000 Penalty: 3546.358643
	Iteration 5Q: 3 clusters Score -130567 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -130668.554688 Penalty: 3546.358643
	Iteration 6Q: 3 clusters Score -130668.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -130777.656250 Penalty: 3546.358643
	Iteration 7Q: 3 clusters Score -130777.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -130847.062500 Penalty: 3546.358643
	Iteration 8Q: 3 clusters Score -130847.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -130900.914062 Penalty: 3546.358643
	Iteration 9Q: 3 clusters Score -130900.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -130951.640625 Penalty: 3546.358643
	Iteration 10Q: 3 clusters Score -130951.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -130984.843750 Penalty: 3546.358643
	Iteration 11Q: 3 clusters Score -130984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -130998.937500 Penalty: 3546.358643
	Iteration 12Q: 3 clusters Score -130998.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -131011.726562 Penalty: 3546.358643
	Iteration 13Q: 3 clusters Score -131011.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -131024.867188 Penalty: 3546.358643
	Iteration 14Q: 3 clusters Score -131024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -131033.523438 Penalty: 3546.358643
	Iteration 15Q: 3 clusters Score -131033.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -131039.218750 Penalty: 3546.358643
	Iteration 16Q: 3 clusters Score -131039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -131043.656250 Penalty: 3546.358643
	Iteration 17Q: 3 clusters Score -131043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -131048.304688 Penalty: 3546.358643
	Iteration 18Q: 3 clusters Score -131048.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -131050.585938 Penalty: 3546.358643
	Iteration 19Q: 3 clusters Score -131050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -131104.546875 Penalty: 3546.358643
	Iteration 20F: 3 clusters Score -131104.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -131243.484375 Penalty: 3546.358643
	Iteration 21Q: 3 clusters Score -131243.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -131275.750000 Penalty: 3546.358643
	Iteration 22Q: 3 clusters Score -131275.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -131300.343750 Penalty: 3546.358643
	Iteration 23Q: 3 clusters Score -131300.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -131303.453125 Penalty: 3546.358643
	Iteration 24F: 3 clusters Score -131303.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -131325.328125 Penalty: 3546.358643
	Iteration 25Q: 3 clusters Score -131325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -131328.781250 Penalty: 3546.358643
	Iteration 26Q: 3 clusters Score -131328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -131333.015625 Penalty: 3546.358643
	Iteration 27Q: 3 clusters Score -131333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -131337.781250 Penalty: 3546.358643
	Iteration 28Q: 3 clusters Score -131337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -131343.781250 Penalty: 3546.358643
	Iteration 29Q: 3 clusters Score -131343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -131345.890625 Penalty: 3546.358643
	Iteration 30Q: 3 clusters Score -131345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -131352.562500 Penalty: 3546.358643
	Iteration 31Q: 3 clusters Score -131352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -131364.828125 Penalty: 3546.358643
	Iteration 32Q: 3 clusters Score -131364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -131368.562500 Penalty: 3546.358643
	Iteration 33Q: 3 clusters Score -131368.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -131368.562500 Penalty: 3546.358643
	Iteration 34F: 3 clusters Score -131368.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Entering Unmasked Estep 
Score: -1027438.812500 Penalty: 2248.456055
	Iteration 0F: 2 clusters Score -1027439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1020668.500000 Penalty: 4496.912109
	Iteration 0F: 3 clusters Score -1020668 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1022483.625000 Penalty: 4496.912109
	Iteration 1F: 3 clusters Score -1022484 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1022719.687500 Penalty: 4496.912109
	Iteration 2F: 3 clusters Score -1022720 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1022880.625000 Penalty: 4496.912109
	Iteration 3Q: 3 clusters Score -1022881 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1023009.500000 Penalty: 4496.912109
	Iteration 4Q: 3 clusters Score -1023010 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1023117.625000 Penalty: 4496.912109
	Iteration 5Q: 3 clusters Score -1023118 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1023198.625000 Penalty: 4496.912109
	Iteration 6Q: 3 clusters Score -1023199 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1023247.312500 Penalty: 4496.912109
	Iteration 7Q: 3 clusters Score -1023247 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1023290.812500 Penalty: 4496.912109
	Iteration 8Q: 3 clusters Score -1023291 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1023324.437500 Penalty: 4496.912109
	Iteration 9Q: 3 clusters Score -1023324 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1023370.437500 Penalty: 4496.912109
	Iteration 10Q: 3 clusters Score -1023370 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1023419.937500 Penalty: 4496.912109
	Iteration 11Q: 3 clusters Score -1023420 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1023480.437500 Penalty: 4496.912109
	Iteration 12Q: 3 clusters Score -1023480 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1023540.375000 Penalty: 4496.912109
	Iteration 13Q: 3 clusters Score -1023540 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1023605.812500 Penalty: 4496.912109
	Iteration 14Q: 3 clusters Score -1023606 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1023686.562500 Penalty: 4496.912109
	Iteration 15Q: 3 clusters Score -1023687 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1023775.500000 Penalty: 4496.912109
	Iteration 16Q: 3 clusters Score -1023776 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1023888.750000 Penalty: 4496.912109
	Iteration 17Q: 3 clusters Score -1023889 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1023986.375000 Penalty: 4496.912109
	Iteration 18Q: 3 clusters Score -1023986 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1024084.375000 Penalty: 4496.912109
	Iteration 19Q: 3 clusters Score -1024084 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1024209.125000 Penalty: 4496.912109
	Iteration 20F: 3 clusters Score -1024209 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1024327.750000 Penalty: 4496.912109
	Iteration 21Q: 3 clusters Score -1024328 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1024437.750000 Penalty: 4496.912109
	Iteration 22Q: 3 clusters Score -1024438 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1024522.812500 Penalty: 4496.912109
	Iteration 23Q: 3 clusters Score -1024523 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1024614.187500 Penalty: 4496.912109
	Iteration 24Q: 3 clusters Score -1024614 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1024691.000000 Penalty: 4496.912109
	Iteration 25Q: 3 clusters Score -1024691 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1024750.687500 Penalty: 4496.912109
	Iteration 26Q: 3 clusters Score -1024751 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1024807.250000 Penalty: 4496.912109
	Iteration 27Q: 3 clusters Score -1024807 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1024857.750000 Penalty: 4496.912109
	Iteration 28Q: 3 clusters Score -1024858 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1024899.750000 Penalty: 4496.912109
	Iteration 29Q: 3 clusters Score -1024900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1024941.375000 Penalty: 4496.912109
	Iteration 30Q: 3 clusters Score -1024941 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1024983.125000 Penalty: 4496.912109
	Iteration 31Q: 3 clusters Score -1024983 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1025037.375000 Penalty: 4496.912109
	Iteration 32Q: 3 clusters Score -1025037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1025079.937500 Penalty: 4496.912109
	Iteration 33Q: 3 clusters Score -1025080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1025126.500000 Penalty: 4496.912109
	Iteration 34Q: 3 clusters Score -1025126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1025183.062500 Penalty: 4496.912109
	Iteration 35Q: 3 clusters Score -1025183 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1025222.500000 Penalty: 4496.912109
	Iteration 36Q: 3 clusters Score -1025222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1025258.437500 Penalty: 4496.912109
	Iteration 37Q: 3 clusters Score -1025258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1025284.812500 Penalty: 4496.912109
	Iteration 38Q: 3 clusters Score -1025285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1025310.562500 Penalty: 4496.912109
	Iteration 39Q: 3 clusters Score -1025311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1025324.625000 Penalty: 4496.912109
	Iteration 40F: 3 clusters Score -1025325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1025345.187500 Penalty: 4496.912109
	Iteration 41Q: 3 clusters Score -1025345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1025360.937500 Penalty: 4496.912109
	Iteration 42Q: 3 clusters Score -1025361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1025381.250000 Penalty: 4496.912109
	Iteration 43Q: 3 clusters Score -1025381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1025399.062500 Penalty: 4496.912109
	Iteration 44Q: 3 clusters Score -1025399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1025415.312500 Penalty: 4496.912109
	Iteration 45Q: 3 clusters Score -1025415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1025426.437500 Penalty: 4496.912109
	Iteration 46Q: 3 clusters Score -1025426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1025433.125000 Penalty: 4496.912109
	Iteration 47Q: 3 clusters Score -1025433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1025440.625000 Penalty: 4496.912109
	Iteration 48Q: 3 clusters Score -1025441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1025443.375000 Penalty: 4496.912109
	Iteration 49Q: 3 clusters Score -1025443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1025445.562500 Penalty: 4496.912109
	Iteration 50Q: 3 clusters Score -1025446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1025447.437500 Penalty: 4496.912109
	Iteration 51Q: 3 clusters Score -1025447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1025451.750000 Penalty: 4496.912109
	Iteration 52Q: 3 clusters Score -1025452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1025453.750000 Penalty: 4496.912109
	Iteration 53Q: 3 clusters Score -1025454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1025460.187500 Penalty: 4496.912109
	Iteration 54Q: 3 clusters Score -1025460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1025470.937500 Penalty: 4496.912109
	Iteration 55Q: 3 clusters Score -1025471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1025476.812500 Penalty: 4496.912109
	Iteration 56Q: 3 clusters Score -1025477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1025481.562500 Penalty: 4496.912109
	Iteration 57Q: 3 clusters Score -1025482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1025486.812500 Penalty: 4496.912109
	Iteration 58Q: 3 clusters Score -1025487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1025487.250000 Penalty: 4496.912109
	Iteration 59Q: 3 clusters Score -1025487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1025487.250000 Penalty: 4496.912109
	Iteration 60F: 3 clusters Score -1025487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Entering Unmasked Estep 
Score: -463431.875000 Penalty: 2057.048340
	Iteration 0F: 2 clusters Score -463431.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -459520.000000 Penalty: 4114.096680
	Iteration 0F: 3 clusters Score -459520 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -460392.312500 Penalty: 4114.096680
	Iteration 1F: 3 clusters Score -460392.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -460590.562500 Penalty: 4114.096680
	Iteration 2F: 3 clusters Score -460590.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -460680.437500 Penalty: 4114.096680
	Iteration 3Q: 3 clusters Score -460680.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -460735.343750 Penalty: 4114.096680
	Iteration 4Q: 3 clusters Score -460735.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -460772.718750 Penalty: 4114.096680
	Iteration 5Q: 3 clusters Score -460772.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -460796.812500 Penalty: 4114.096680
	Iteration 6Q: 3 clusters Score -460796.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -460818.000000 Penalty: 4114.096680
	Iteration 7Q: 3 clusters Score -460818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -460832.343750 Penalty: 4114.096680
	Iteration 8Q: 3 clusters Score -460832.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -460845.093750 Penalty: 4114.096680
	Iteration 9Q: 3 clusters Score -460845.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -460858.343750 Penalty: 4114.096680
	Iteration 10Q: 3 clusters Score -460858.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -460873.562500 Penalty: 4114.096680
	Iteration 11Q: 3 clusters Score -460873.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -460882.687500 Penalty: 4114.096680
	Iteration 12Q: 3 clusters Score -460882.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -460895.906250 Penalty: 4114.096680
	Iteration 13Q: 3 clusters Score -460895.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -460907.625000 Penalty: 4114.096680
	Iteration 14Q: 3 clusters Score -460907.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -460916.156250 Penalty: 4114.096680
	Iteration 15Q: 3 clusters Score -460916.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -460923.656250 Penalty: 4114.096680
	Iteration 16Q: 3 clusters Score -460923.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -460932.687500 Penalty: 4114.096680
	Iteration 17Q: 3 clusters Score -460932.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -460942.687500 Penalty: 4114.096680
	Iteration 18Q: 3 clusters Score -460942.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -460954.718750 Penalty: 4114.096680
	Iteration 19Q: 3 clusters Score -460954.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -460971.062500 Penalty: 4114.096680
	Iteration 20F: 3 clusters Score -460971.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -460990.593750 Penalty: 4114.096680
	Iteration 21Q: 3 clusters Score -460990.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -461007.968750 Penalty: 4114.096680
	Iteration 22Q: 3 clusters Score -461008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -461023.250000 Penalty: 4114.096680
	Iteration 23Q: 3 clusters Score -461023.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -461039.906250 Penalty: 4114.096680
	Iteration 24Q: 3 clusters Score -461039.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -461058.000000 Penalty: 4114.096680
	Iteration 25Q: 3 clusters Score -461058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -461071.593750 Penalty: 4114.096680
	Iteration 26Q: 3 clusters Score -461071.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -461087.593750 Penalty: 4114.096680
	Iteration 27Q: 3 clusters Score -461087.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -461103.593750 Penalty: 4114.096680
	Iteration 28Q: 3 clusters Score -461103.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -461113.656250 Penalty: 4114.096680
	Iteration 29Q: 3 clusters Score -461113.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -461121.906250 Penalty: 4114.096680
	Iteration 30Q: 3 clusters Score -461121.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -461127.281250 Penalty: 4114.096680
	Iteration 31Q: 3 clusters Score -461127.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -461136.187500 Penalty: 4114.096680
	Iteration 32Q: 3 clusters Score -461136.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -461149.156250 Penalty: 4114.096680
	Iteration 33Q: 3 clusters Score -461149.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -461162.000000 Penalty: 4114.096680
	Iteration 34Q: 3 clusters Score -461162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -461176.843750 Penalty: 4114.096680
	Iteration 35Q: 3 clusters Score -461176.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -461191.062500 Penalty: 4114.096680
	Iteration 36Q: 3 clusters Score -461191.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -461206.343750 Penalty: 4114.096680
	Iteration 37Q: 3 clusters Score -461206.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -461218.187500 Penalty: 4114.096680
	Iteration 38Q: 3 clusters Score -461218.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -461225.000000 Penalty: 4114.096680
	Iteration 39Q: 3 clusters Score -461225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -461232.437500 Penalty: 4114.096680
	Iteration 40F: 3 clusters Score -461232.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -461244.187500 Penalty: 4114.096680
	Iteration 41Q: 3 clusters Score -461244.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -461254.312500 Penalty: 4114.096680
	Iteration 42Q: 3 clusters Score -461254.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -461265.968750 Penalty: 4114.096680
	Iteration 43Q: 3 clusters Score -461266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -461280.687500 Penalty: 4114.096680
	Iteration 44Q: 3 clusters Score -461280.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -461293.468750 Penalty: 4114.096680
	Iteration 45Q: 3 clusters Score -461293.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -461305.968750 Penalty: 4114.096680
	Iteration 46Q: 3 clusters Score -461306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -461316.843750 Penalty: 4114.096680
	Iteration 47Q: 3 clusters Score -461316.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -461324.500000 Penalty: 4114.096680
	Iteration 48Q: 3 clusters Score -461324.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -461330.406250 Penalty: 4114.096680
	Iteration 49Q: 3 clusters Score -461330.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -461337.562500 Penalty: 4114.096680
	Iteration 50Q: 3 clusters Score -461337.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -461343.593750 Penalty: 4114.096680
	Iteration 51Q: 3 clusters Score -461343.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -461347.375000 Penalty: 4114.096680
	Iteration 52Q: 3 clusters Score -461347.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -461350.437500 Penalty: 4114.096680
	Iteration 53Q: 3 clusters Score -461350.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -461353.625000 Penalty: 4114.096680
	Iteration 54Q: 3 clusters Score -461353.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -461355.343750 Penalty: 4114.096680
	Iteration 55Q: 3 clusters Score -461355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -461355.718750 Penalty: 4114.096680
	Iteration 56Q: 3 clusters Score -461355.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -461356.250000 Penalty: 4114.096680
	Iteration 57Q: 3 clusters Score -461356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -461356.843750 Penalty: 4114.096680
	Iteration 58Q: 3 clusters Score -461356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -461356.843750 Penalty: 4114.096680
	Iteration 59F: 3 clusters Score -461356.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (154668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154668 members 
Entering Unmasked Estep 
Score: -17982788.000000 Penalty: 2963.361084
	Iteration 0F: 2 clusters Score -1.798279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -17879812.000000 Penalty: 5926.722168
	Iteration 0F: 3 clusters Score -1.787981e+07 nChanged 74140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -17922996.000000 Penalty: 5926.722168
	Iteration 1F: 3 clusters Score -1.7923e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75478 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -17924248.000000 Penalty: 5926.722168
	Iteration 2Q: 3 clusters Score -1.792425e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -17925958.000000 Penalty: 5926.722168
	Iteration 3Q: 3 clusters Score -1.792596e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72538 members 
Mstep: Class 2 contains 82130 members 
Entering Unmasked Estep 
Score: -17928394.000000 Penalty: 5926.722168
	Iteration 4Q: 3 clusters Score -1.792839e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -17932052.000000 Penalty: 5926.722168
	Iteration 5Q: 3 clusters Score -1.793205e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -17937374.000000 Penalty: 5926.722168
	Iteration 6F: 3 clusters Score -1.793737e+07 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -17944684.000000 Penalty: 5926.722168
	Iteration 7F: 3 clusters Score -1.794468e+07 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -17953644.000000 Penalty: 5926.722168
	Iteration 8F: 3 clusters Score -1.795364e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -17961194.000000 Penalty: 5926.722168
	Iteration 9F: 3 clusters Score -1.796119e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 106921 members 
Entering Unmasked Estep 
Score: -17965222.000000 Penalty: 5926.722168
	Iteration 10Q: 3 clusters Score -1.796522e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 109387 members 
Entering Unmasked Estep 
Score: -17967228.000000 Penalty: 5926.722168
	Iteration 11Q: 3 clusters Score -1.796723e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 111617 members 
Entering Unmasked Estep 
Score: -17968366.000000 Penalty: 5926.722168
	Iteration 12Q: 3 clusters Score -1.796837e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 113813 members 
Entering Unmasked Estep 
Score: -17969362.000000 Penalty: 5926.722168
	Iteration 13Q: 3 clusters Score -1.796936e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 116002 members 
Entering Unmasked Estep 
Score: -17970290.000000 Penalty: 5926.722168
	Iteration 14Q: 3 clusters Score -1.797029e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 118156 members 
Entering Unmasked Estep 
Score: -17971298.000000 Penalty: 5926.722168
	Iteration 15Q: 3 clusters Score -1.79713e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 120195 members 
Entering Unmasked Estep 
Score: -17972112.000000 Penalty: 5926.722168
	Iteration 16Q: 3 clusters Score -1.797211e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 122152 members 
Entering Unmasked Estep 
Score: -17972918.000000 Penalty: 5926.722168
	Iteration 17Q: 3 clusters Score -1.797292e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 123973 members 
Entering Unmasked Estep 
Score: -17973542.000000 Penalty: 5926.722168
	Iteration 18Q: 3 clusters Score -1.797354e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 125766 members 
Entering Unmasked Estep 
Score: -17974132.000000 Penalty: 5926.722168
	Iteration 19Q: 3 clusters Score -1.797413e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 127538 members 
Entering Unmasked Estep 
Score: -17974784.000000 Penalty: 5926.722168
	Iteration 20F: 3 clusters Score -1.797478e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 129215 members 
Entering Unmasked Estep 
Score: -17975314.000000 Penalty: 5926.722168
	Iteration 21Q: 3 clusters Score -1.797531e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 130821 members 
Entering Unmasked Estep 
Score: -17975822.000000 Penalty: 5926.722168
	Iteration 22Q: 3 clusters Score -1.797582e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 132337 members 
Entering Unmasked Estep 
Score: -17976248.000000 Penalty: 5926.722168
	Iteration 23Q: 3 clusters Score -1.797625e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 133758 members 
Entering Unmasked Estep 
Score: -17976688.000000 Penalty: 5926.722168
	Iteration 24Q: 3 clusters Score -1.797669e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 135078 members 
Entering Unmasked Estep 
Score: -17977126.000000 Penalty: 5926.722168
	Iteration 25Q: 3 clusters Score -1.797713e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 136361 members 
Entering Unmasked Estep 
Score: -17977418.000000 Penalty: 5926.722168
	Iteration 26Q: 3 clusters Score -1.797742e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 137634 members 
Entering Unmasked Estep 
Score: -17977804.000000 Penalty: 5926.722168
	Iteration 27Q: 3 clusters Score -1.79778e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 138851 members 
Entering Unmasked Estep 
Score: -17978100.000000 Penalty: 5926.722168
	Iteration 28Q: 3 clusters Score -1.79781e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 140094 members 
Entering Unmasked Estep 
Score: -17978488.000000 Penalty: 5926.722168
	Iteration 29Q: 3 clusters Score -1.797849e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 141248 members 
Entering Unmasked Estep 
Score: -17978762.000000 Penalty: 5926.722168
	Iteration 30Q: 3 clusters Score -1.797876e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 142287 members 
Entering Unmasked Estep 
Score: -17978984.000000 Penalty: 5926.722168
	Iteration 31Q: 3 clusters Score -1.797898e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 143229 members 
Entering Unmasked Estep 
Score: -17979232.000000 Penalty: 5926.722168
	Iteration 32Q: 3 clusters Score -1.797923e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 144130 members 
Entering Unmasked Estep 
Score: -17979502.000000 Penalty: 5926.722168
	Iteration 33Q: 3 clusters Score -1.79795e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 144946 members 
Entering Unmasked Estep 
Score: -17979658.000000 Penalty: 5926.722168
	Iteration 34Q: 3 clusters Score -1.797966e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 145716 members 
Entering Unmasked Estep 
Score: -17979756.000000 Penalty: 5926.722168
	Iteration 35Q: 3 clusters Score -1.797976e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 146423 members 
Entering Unmasked Estep 
Score: -17979970.000000 Penalty: 5926.722168
	Iteration 36Q: 3 clusters Score -1.797997e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 147073 members 
Entering Unmasked Estep 
Score: -17980096.000000 Penalty: 5926.722168
	Iteration 37Q: 3 clusters Score -1.79801e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 147694 members 
Entering Unmasked Estep 
Score: -17980268.000000 Penalty: 5926.722168
	Iteration 38Q: 3 clusters Score -1.798027e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 148227 members 
Entering Unmasked Estep 
Score: -17980400.000000 Penalty: 5926.722168
	Iteration 39Q: 3 clusters Score -1.79804e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 148673 members 
Entering Unmasked Estep 
Score: -17980470.000000 Penalty: 5926.722168
	Iteration 40F: 3 clusters Score -1.798047e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 149069 members 
Entering Unmasked Estep 
Score: -17980570.000000 Penalty: 5926.722168
	Iteration 41Q: 3 clusters Score -1.798057e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 149432 members 
Entering Unmasked Estep 
Score: -17980570.000000 Penalty: 5926.722168
	Iteration 42Q: 3 clusters Score -1.798057e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 149765 members 
Entering Unmasked Estep 
Score: -17980672.000000 Penalty: 5926.722168
	Iteration 43Q: 3 clusters Score -1.798067e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 150058 members 
Entering Unmasked Estep 
Score: -17980744.000000 Penalty: 5926.722168
	Iteration 44Q: 3 clusters Score -1.798074e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 150316 members 
Entering Unmasked Estep 
Score: -17980776.000000 Penalty: 5926.722168
	Iteration 45Q: 3 clusters Score -1.798078e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 150547 members 
Entering Unmasked Estep 
Score: -17980780.000000 Penalty: 5926.722168
	Iteration 46Q: 3 clusters Score -1.798078e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 150729 members 
Entering Unmasked Estep 
Score: -17980844.000000 Penalty: 5926.722168
	Iteration 47Q: 3 clusters Score -1.798084e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 150894 members 
Entering Unmasked Estep 
Score: -17980852.000000 Penalty: 5926.722168
	Iteration 48Q: 3 clusters Score -1.798085e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 151031 members 
Entering Unmasked Estep 
Score: -17980868.000000 Penalty: 5926.722168
	Iteration 49Q: 3 clusters Score -1.798087e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 151146 members 
Entering Unmasked Estep 
Score: -17980878.000000 Penalty: 5926.722168
	Iteration 50Q: 3 clusters Score -1.798088e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 151240 members 
Entering Unmasked Estep 
Score: -17980892.000000 Penalty: 5926.722168
	Iteration 51Q: 3 clusters Score -1.798089e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 151315 members 
Entering Unmasked Estep 
Score: -17980864.000000 Penalty: 5926.722168
	Iteration 52Q: 3 clusters Score -1.798086e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 151387 members 
Entering Unmasked Estep 
Score: -17980868.000000 Penalty: 5926.722168
	Iteration 53Q: 3 clusters Score -1.798087e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 151454 members 
Entering Unmasked Estep 
Score: -17980852.000000 Penalty: 5926.722168
	Iteration 54Q: 3 clusters Score -1.798085e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 151515 members 
Entering Unmasked Estep 
Score: -17980870.000000 Penalty: 5926.722168
	Iteration 55Q: 3 clusters Score -1.798087e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 151561 members 
Entering Unmasked Estep 
Score: -17980904.000000 Penalty: 5926.722168
	Iteration 56Q: 3 clusters Score -1.79809e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 151602 members 
Entering Unmasked Estep 
Score: -17980892.000000 Penalty: 5926.722168
	Iteration 57Q: 3 clusters Score -1.798089e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 151646 members 
Entering Unmasked Estep 
Score: -17980900.000000 Penalty: 5926.722168
	Iteration 58Q: 3 clusters Score -1.79809e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 151686 members 
Entering Unmasked Estep 
Score: -17980924.000000 Penalty: 5926.722168
	Iteration 59Q: 3 clusters Score -1.798092e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 151726 members 
Entering Unmasked Estep 
Score: -17980902.000000 Penalty: 5926.722168
	Iteration 60F: 3 clusters Score -1.79809e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 151763 members 
Entering Unmasked Estep 
Score: -17980910.000000 Penalty: 5926.722168
	Iteration 61Q: 3 clusters Score -1.798091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 151796 members 
Entering Unmasked Estep 
Score: -17980892.000000 Penalty: 5926.722168
	Iteration 62Q: 3 clusters Score -1.798089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 151827 members 
Entering Unmasked Estep 
Score: -17980934.000000 Penalty: 5926.722168
	Iteration 63Q: 3 clusters Score -1.798093e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 151862 members 
Entering Unmasked Estep 
Score: -17980942.000000 Penalty: 5926.722168
	Iteration 64Q: 3 clusters Score -1.798094e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 151894 members 
Entering Unmasked Estep 
Score: -17980960.000000 Penalty: 5926.722168
	Iteration 65Q: 3 clusters Score -1.798096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 151922 members 
Entering Unmasked Estep 
Score: -17980982.000000 Penalty: 5926.722168
	Iteration 66Q: 3 clusters Score -1.798098e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 151945 members 
Entering Unmasked Estep 
Score: -17980986.000000 Penalty: 5926.722168
	Iteration 67Q: 3 clusters Score -1.798099e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 151974 members 
Entering Unmasked Estep 
Score: -17980980.000000 Penalty: 5926.722168
	Iteration 68Q: 3 clusters Score -1.798098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 151995 members 
Entering Unmasked Estep 
Score: -17980992.000000 Penalty: 5926.722168
	Iteration 69Q: 3 clusters Score -1.798099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 152017 members 
Entering Unmasked Estep 
Score: -17981018.000000 Penalty: 5926.722168
	Iteration 70Q: 3 clusters Score -1.798102e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 152040 members 
Entering Unmasked Estep 
Score: -17981016.000000 Penalty: 5926.722168
	Iteration 71Q: 3 clusters Score -1.798102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 152058 members 
Entering Unmasked Estep 
Score: -17981006.000000 Penalty: 5926.722168
	Iteration 72Q: 3 clusters Score -1.798101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 152072 members 
Entering Unmasked Estep 
Score: -17981012.000000 Penalty: 5926.722168
	Iteration 73Q: 3 clusters Score -1.798101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 152086 members 
Entering Unmasked Estep 
Score: -17981022.000000 Penalty: 5926.722168
	Iteration 74Q: 3 clusters Score -1.798102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 152094 members 
Entering Unmasked Estep 
Score: -17981032.000000 Penalty: 5926.722168
	Iteration 75Q: 3 clusters Score -1.798103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 152103 members 
Entering Unmasked Estep 
Score: -17981024.000000 Penalty: 5926.722168
	Iteration 76Q: 3 clusters Score -1.798102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 152109 members 
Entering Unmasked Estep 
Score: -17981020.000000 Penalty: 5926.722168
	Iteration 77Q: 3 clusters Score -1.798102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 152115 members 
Entering Unmasked Estep 
Score: -17981034.000000 Penalty: 5926.722168
	Iteration 78Q: 3 clusters Score -1.798103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 152120 members 
Entering Unmasked Estep 
Score: -17981028.000000 Penalty: 5926.722168
	Iteration 79Q: 3 clusters Score -1.798103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 152122 members 
Entering Unmasked Estep 
Score: -17981026.000000 Penalty: 5926.722168
	Iteration 80F: 3 clusters Score -1.798103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 152124 members 
Entering Unmasked Estep 
Score: -17981034.000000 Penalty: 5926.722168
	Iteration 81Q: 3 clusters Score -1.798103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 152125 members 
Entering Unmasked Estep 
Score: -17981028.000000 Penalty: 5926.722168
	Iteration 82Q: 3 clusters Score -1.798103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 152127 members 
Entering Unmasked Estep 
Score: -17981030.000000 Penalty: 5926.722168
	Iteration 83Q: 3 clusters Score -1.798103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 152129 members 
Entering Unmasked Estep 
Score: -17981024.000000 Penalty: 5926.722168
	Iteration 84Q: 3 clusters Score -1.798102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 152131 members 
Entering Unmasked Estep 
Score: -17981028.000000 Penalty: 5926.722168
	Iteration 85Q: 3 clusters Score -1.798103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 152132 members 
Entering Unmasked Estep 
Score: -17981020.000000 Penalty: 5926.722168
	Iteration 86Q: 3 clusters Score -1.798102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 152133 members 
Entering Unmasked Estep 
Score: -17981016.000000 Penalty: 5926.722168
	Iteration 87Q: 3 clusters Score -1.798102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 152133 members 
Entering Unmasked Estep 
Score: -17981016.000000 Penalty: 5926.722168
	Iteration 88F: 3 clusters Score -1.798102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Entering Unmasked Estep 
Score: -4373291.000000 Penalty: 2619.829102
	Iteration 0F: 2 clusters Score -4373291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -4347111.500000 Penalty: 5239.658203
	Iteration 0F: 3 clusters Score -4347112 nChanged 17727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -4356942.000000 Penalty: 5239.658203
	Iteration 1F: 3 clusters Score -4356942 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -4357907.500000 Penalty: 5239.658203
	Iteration 2Q: 3 clusters Score -4357908 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4359179.000000 Penalty: 5239.658203
	Iteration 3F: 3 clusters Score -4359179 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -4360739.500000 Penalty: 5239.658203
	Iteration 4F: 3 clusters Score -4360740 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -4362422.000000 Penalty: 5239.658203
	Iteration 5F: 3 clusters Score -4362422 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -4364143.500000 Penalty: 5239.658203
	Iteration 6F: 3 clusters Score -4364144 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4365606.000000 Penalty: 5239.658203
	Iteration 7F: 3 clusters Score -4365606 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -4366804.500000 Penalty: 5239.658203
	Iteration 8Q: 3 clusters Score -4366804 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -4367703.000000 Penalty: 5239.658203
	Iteration 9Q: 3 clusters Score -4367703 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -4368335.000000 Penalty: 5239.658203
	Iteration 10Q: 3 clusters Score -4368335 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -4368838.500000 Penalty: 5239.658203
	Iteration 11Q: 3 clusters Score -4368838 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -4369282.500000 Penalty: 5239.658203
	Iteration 12Q: 3 clusters Score -4369282 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -4369606.000000 Penalty: 5239.658203
	Iteration 13Q: 3 clusters Score -4369606 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -4369835.000000 Penalty: 5239.658203
	Iteration 14Q: 3 clusters Score -4369835 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -4370008.500000 Penalty: 5239.658203
	Iteration 15Q: 3 clusters Score -4370008 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -4370177.000000 Penalty: 5239.658203
	Iteration 16Q: 3 clusters Score -4370177 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4370275.000000 Penalty: 5239.658203
	Iteration 17Q: 3 clusters Score -4370275 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -4370391.000000 Penalty: 5239.658203
	Iteration 18Q: 3 clusters Score -4370391 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -4370487.500000 Penalty: 5239.658203
	Iteration 19Q: 3 clusters Score -4370488 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -4370562.500000 Penalty: 5239.658203
	Iteration 20F: 3 clusters Score -4370562 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -4370642.500000 Penalty: 5239.658203
	Iteration 21Q: 3 clusters Score -4370642 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -4370727.000000 Penalty: 5239.658203
	Iteration 22Q: 3 clusters Score -4370727 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -4370780.000000 Penalty: 5239.658203
	Iteration 23Q: 3 clusters Score -4370780 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4370839.500000 Penalty: 5239.658203
	Iteration 24Q: 3 clusters Score -4370840 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -4370902.000000 Penalty: 5239.658203
	Iteration 25Q: 3 clusters Score -4370902 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4370953.000000 Penalty: 5239.658203
	Iteration 26Q: 3 clusters Score -4370953 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4371008.000000 Penalty: 5239.658203
	Iteration 27Q: 3 clusters Score -4371008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4371063.500000 Penalty: 5239.658203
	Iteration 28Q: 3 clusters Score -4371064 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -4371087.500000 Penalty: 5239.658203
	Iteration 29Q: 3 clusters Score -4371088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4371094.000000 Penalty: 5239.658203
	Iteration 30Q: 3 clusters Score -4371094 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4371112.000000 Penalty: 5239.658203
	Iteration 31Q: 3 clusters Score -4371112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -4371128.500000 Penalty: 5239.658203
	Iteration 32Q: 3 clusters Score -4371128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4371130.000000 Penalty: 5239.658203
	Iteration 33Q: 3 clusters Score -4371130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4371138.000000 Penalty: 5239.658203
	Iteration 34Q: 3 clusters Score -4371138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4371147.000000 Penalty: 5239.658203
	Iteration 35Q: 3 clusters Score -4371147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4371160.500000 Penalty: 5239.658203
	Iteration 36Q: 3 clusters Score -4371160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4371163.000000 Penalty: 5239.658203
	Iteration 37Q: 3 clusters Score -4371163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4371166.000000 Penalty: 5239.658203
	Iteration 38Q: 3 clusters Score -4371166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4371164.000000 Penalty: 5239.658203
	Iteration 39Q: 3 clusters Score -4371164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -4371170.500000 Penalty: 5239.658203
	Iteration 40F: 3 clusters Score -4371170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4371176.000000 Penalty: 5239.658203
	Iteration 41Q: 3 clusters Score -4371176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4371177.500000 Penalty: 5239.658203
	Iteration 42Q: 3 clusters Score -4371178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4371178.000000 Penalty: 5239.658203
	Iteration 43Q: 3 clusters Score -4371178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4371173.000000 Penalty: 5239.658203
	Iteration 44Q: 3 clusters Score -4371173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4371168.500000 Penalty: 5239.658203
	Iteration 45Q: 3 clusters Score -4371168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4371173.500000 Penalty: 5239.658203
	Iteration 46Q: 3 clusters Score -4371174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4371173.500000 Penalty: 5239.658203
	Iteration 47Q: 3 clusters Score -4371174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4371182.500000 Penalty: 5239.658203
	Iteration 48Q: 3 clusters Score -4371182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4371180.500000 Penalty: 5239.658203
	Iteration 49Q: 3 clusters Score -4371180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4371181.000000 Penalty: 5239.658203
	Iteration 50Q: 3 clusters Score -4371181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4371179.500000 Penalty: 5239.658203
	Iteration 51Q: 3 clusters Score -4371180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4371189.500000 Penalty: 5239.658203
	Iteration 52Q: 3 clusters Score -4371190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4371195.000000 Penalty: 5239.658203
	Iteration 53Q: 3 clusters Score -4371195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4371199.500000 Penalty: 5239.658203
	Iteration 54Q: 3 clusters Score -4371200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4371200.000000 Penalty: 5239.658203
	Iteration 55Q: 3 clusters Score -4371200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4371203.500000 Penalty: 5239.658203
	Iteration 56Q: 3 clusters Score -4371204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4371205.000000 Penalty: 5239.658203
	Iteration 57Q: 3 clusters Score -4371205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4371214.000000 Penalty: 5239.658203
	Iteration 58Q: 3 clusters Score -4371214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4371217.000000 Penalty: 5239.658203
	Iteration 59Q: 3 clusters Score -4371217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4371223.500000 Penalty: 5239.658203
	Iteration 60F: 3 clusters Score -4371224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4371229.500000 Penalty: 5239.658203
	Iteration 61Q: 3 clusters Score -4371230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4371229.000000 Penalty: 5239.658203
	Iteration 62Q: 3 clusters Score -4371229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4371230.000000 Penalty: 5239.658203
	Iteration 63Q: 3 clusters Score -4371230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4371232.000000 Penalty: 5239.658203
	Iteration 64Q: 3 clusters Score -4371232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4371227.000000 Penalty: 5239.658203
	Iteration 65Q: 3 clusters Score -4371227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4371240.000000 Penalty: 5239.658203
	Iteration 66Q: 3 clusters Score -4371240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4371245.000000 Penalty: 5239.658203
	Iteration 67Q: 3 clusters Score -4371245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4371244.000000 Penalty: 5239.658203
	Iteration 68Q: 3 clusters Score -4371244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4371245.500000 Penalty: 5239.658203
	Iteration 69Q: 3 clusters Score -4371246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4371246.000000 Penalty: 5239.658203
	Iteration 70Q: 3 clusters Score -4371246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4371241.500000 Penalty: 5239.658203
	Iteration 71Q: 3 clusters Score -4371242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4371240.500000 Penalty: 5239.658203
	Iteration 72Q: 3 clusters Score -4371240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4371245.000000 Penalty: 5239.658203
	Iteration 73Q: 3 clusters Score -4371245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4371239.000000 Penalty: 5239.658203
	Iteration 74Q: 3 clusters Score -4371239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4371241.000000 Penalty: 5239.658203
	Iteration 75Q: 3 clusters Score -4371241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4371243.000000 Penalty: 5239.658203
	Iteration 76Q: 3 clusters Score -4371243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4371243.000000 Penalty: 5239.658203
	Iteration 77Q: 3 clusters Score -4371243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4371249.500000 Penalty: 5239.658203
	Iteration 78Q: 3 clusters Score -4371250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4371249.000000 Penalty: 5239.658203
	Iteration 79Q: 3 clusters Score -4371249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4371249.000000 Penalty: 5239.658203
	Iteration 80F: 3 clusters Score -4371249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (131311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131311 members 
Entering Unmasked Estep 
Score: -15406055.000000 Penalty: 2922.760254
	Iteration 0F: 2 clusters Score -1.540606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -15317816.000000 Penalty: 5845.520508
	Iteration 0F: 3 clusters Score -1.531782e+07 nChanged 62756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -15354184.000000 Penalty: 5845.520508
	Iteration 1F: 3 clusters Score -1.535418e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -15354902.000000 Penalty: 5845.520508
	Iteration 2Q: 3 clusters Score -1.53549e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -15355875.000000 Penalty: 5845.520508
	Iteration 3Q: 3 clusters Score -1.535588e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -15357168.000000 Penalty: 5845.520508
	Iteration 4Q: 3 clusters Score -1.535717e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
Score: -15358630.000000 Penalty: 5845.520508
	Iteration 5Q: 3 clusters Score -1.535863e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -15360624.000000 Penalty: 5845.520508
	Iteration 6Q: 3 clusters Score -1.536062e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -15363541.000000 Penalty: 5845.520508
	Iteration 7Q: 3 clusters Score -1.536354e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83182 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -15367561.000000 Penalty: 5845.520508
	Iteration 8Q: 3 clusters Score -1.536756e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88557 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -15372640.000000 Penalty: 5845.520508
	Iteration 9F: 3 clusters Score -1.537264e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -15378181.000000 Penalty: 5845.520508
	Iteration 10F: 3 clusters Score -1.537818e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -15383636.000000 Penalty: 5845.520508
	Iteration 11F: 3 clusters Score -1.538364e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -15387690.000000 Penalty: 5845.520508
	Iteration 12Q: 3 clusters Score -1.538769e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106928 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -15390614.000000 Penalty: 5845.520508
	Iteration 13Q: 3 clusters Score -1.539061e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109862 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -15392502.000000 Penalty: 5845.520508
	Iteration 14Q: 3 clusters Score -1.53925e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112613 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -15394045.000000 Penalty: 5845.520508
	Iteration 15Q: 3 clusters Score -1.539404e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115155 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -15395387.000000 Penalty: 5845.520508
	Iteration 16Q: 3 clusters Score -1.539539e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117584 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -15396689.000000 Penalty: 5845.520508
	Iteration 17Q: 3 clusters Score -1.539669e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119785 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -15397842.000000 Penalty: 5845.520508
	Iteration 18Q: 3 clusters Score -1.539784e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -15398848.000000 Penalty: 5845.520508
	Iteration 19Q: 3 clusters Score -1.539885e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123568 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -15399887.000000 Penalty: 5845.520508
	Iteration 20F: 3 clusters Score -1.539989e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125105 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -15400751.000000 Penalty: 5845.520508
	Iteration 21Q: 3 clusters Score -1.540075e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126327 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -15401346.000000 Penalty: 5845.520508
	Iteration 22Q: 3 clusters Score -1.540135e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127292 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -15401793.000000 Penalty: 5845.520508
	Iteration 23Q: 3 clusters Score -1.540179e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128051 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -15402196.000000 Penalty: 5845.520508
	Iteration 24Q: 3 clusters Score -1.54022e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128655 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -15402519.000000 Penalty: 5845.520508
	Iteration 25Q: 3 clusters Score -1.540252e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129111 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -15402764.000000 Penalty: 5845.520508
	Iteration 26Q: 3 clusters Score -1.540276e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129456 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -15402950.000000 Penalty: 5845.520508
	Iteration 27Q: 3 clusters Score -1.540295e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129676 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -15403053.000000 Penalty: 5845.520508
	Iteration 28Q: 3 clusters Score -1.540305e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129841 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -15403159.000000 Penalty: 5845.520508
	Iteration 29Q: 3 clusters Score -1.540316e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129987 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -15403252.000000 Penalty: 5845.520508
	Iteration 30Q: 3 clusters Score -1.540325e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130090 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -15403325.000000 Penalty: 5845.520508
	Iteration 31Q: 3 clusters Score -1.540332e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130189 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -15403369.000000 Penalty: 5845.520508
	Iteration 32Q: 3 clusters Score -1.540337e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130276 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -15403423.000000 Penalty: 5845.520508
	Iteration 33Q: 3 clusters Score -1.540342e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130353 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -15403499.000000 Penalty: 5845.520508
	Iteration 34Q: 3 clusters Score -1.54035e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130407 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -15403518.000000 Penalty: 5845.520508
	Iteration 35Q: 3 clusters Score -1.540352e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130442 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15403527.000000 Penalty: 5845.520508
	Iteration 36Q: 3 clusters Score -1.540353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130461 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -15403519.000000 Penalty: 5845.520508
	Iteration 37Q: 3 clusters Score -1.540352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130480 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -15403548.000000 Penalty: 5845.520508
	Iteration 38Q: 3 clusters Score -1.540355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130487 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -15403557.000000 Penalty: 5845.520508
	Iteration 39Q: 3 clusters Score -1.540356e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130503 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -15403577.000000 Penalty: 5845.520508
	Iteration 40F: 3 clusters Score -1.540358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130521 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -15403591.000000 Penalty: 5845.520508
	Iteration 41Q: 3 clusters Score -1.540359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130530 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -15403588.000000 Penalty: 5845.520508
	Iteration 42Q: 3 clusters Score -1.540359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130540 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -15403588.000000 Penalty: 5845.520508
	Iteration 43Q: 3 clusters Score -1.540359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130548 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -15403604.000000 Penalty: 5845.520508
	Iteration 44Q: 3 clusters Score -1.54036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130556 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -15403605.000000 Penalty: 5845.520508
	Iteration 45Q: 3 clusters Score -1.54036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130562 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -15403609.000000 Penalty: 5845.520508
	Iteration 46Q: 3 clusters Score -1.540361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130568 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -15403615.000000 Penalty: 5845.520508
	Iteration 47Q: 3 clusters Score -1.540362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130571 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -15403625.000000 Penalty: 5845.520508
	Iteration 48Q: 3 clusters Score -1.540362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130578 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -15403626.000000 Penalty: 5845.520508
	Iteration 49Q: 3 clusters Score -1.540363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130581 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -15403621.000000 Penalty: 5845.520508
	Iteration 50Q: 3 clusters Score -1.540362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130588 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -15403619.000000 Penalty: 5845.520508
	Iteration 51Q: 3 clusters Score -1.540362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130593 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -15403630.000000 Penalty: 5845.520508
	Iteration 52Q: 3 clusters Score -1.540363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130596 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15403634.000000 Penalty: 5845.520508
	Iteration 53Q: 3 clusters Score -1.540363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130598 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -15403640.000000 Penalty: 5845.520508
	Iteration 54Q: 3 clusters Score -1.540364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130598 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -15403638.000000 Penalty: 5845.520508
	Iteration 55Q: 3 clusters Score -1.540364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130598 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -15403638.000000 Penalty: 5845.520508
	Iteration 56F: 3 clusters Score -1.540364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 21880 members 
Mstep: Class 3 contains 15327 members 
Mstep: Class 6 contains 208785 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2764 members 
Mstep: Class 9 contains 15612 members 
Mstep: Class 10 contains 19581 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 8659 members 
Mstep: Class 17 contains 4002 members 
Mstep: Class 20 contains 154668 members 
Mstep: Class 23 contains 38709 members 
Mstep: Class 24 contains 131311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646504.000000 Penalty: 49803.171875
Iteration 119Q: 16 clusters Score -7.46465e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 21904 members 
Mstep: Class 3 contains 15306 members 
Mstep: Class 6 contains 208629 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 19583 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 8648 members 
Mstep: Class 17 contains 3997 members 
Mstep: Class 20 contains 154998 members 
Mstep: Class 23 contains 38669 members 
Mstep: Class 24 contains 131204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646536.000000 Penalty: 49803.171875
Iteration 120F: 16 clusters Score -7.464654e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 21924 members 
Mstep: Class 3 contains 15291 members 
Mstep: Class 6 contains 208469 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2734 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 19570 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1273 members 
Mstep: Class 15 contains 8646 members 
Mstep: Class 17 contains 3994 members 
Mstep: Class 20 contains 155344 members 
Mstep: Class 23 contains 38634 members 
Mstep: Class 24 contains 131083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646592.000000 Penalty: 49803.171875
Iteration 121Q: 16 clusters Score -7.464659e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 21943 members 
Mstep: Class 3 contains 15271 members 
Mstep: Class 6 contains 208323 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 19576 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8641 members 
Mstep: Class 17 contains 3987 members 
Mstep: Class 20 contains 155662 members 
Mstep: Class 23 contains 38600 members 
Mstep: Class 24 contains 130966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646648.000000 Penalty: 49803.171875
Iteration 122Q: 16 clusters Score -7.464665e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 21967 members 
Mstep: Class 3 contains 15253 members 
Mstep: Class 6 contains 208173 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 15612 members 
Mstep: Class 10 contains 19578 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8637 members 
Mstep: Class 17 contains 3984 members 
Mstep: Class 20 contains 155935 members 
Mstep: Class 23 contains 38559 members 
Mstep: Class 24 contains 130879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646536.000000 Penalty: 49803.171875
Iteration 123Q: 16 clusters Score -7.464654e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 21985 members 
Mstep: Class 3 contains 15241 members 
Mstep: Class 6 contains 208069 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 15603 members 
Mstep: Class 10 contains 19571 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 15 contains 8636 members 
Mstep: Class 17 contains 3985 members 
Mstep: Class 20 contains 156187 members 
Mstep: Class 23 contains 38512 members 
Mstep: Class 24 contains 130790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646272.000000 Penalty: 49803.171875
Iteration 124Q: 16 clusters Score -7.464627e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 22002 members 
Mstep: Class 3 contains 15223 members 
Mstep: Class 6 contains 207922 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 19567 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 15 contains 8639 members 
Mstep: Class 17 contains 3984 members 
Mstep: Class 20 contains 156458 members 
Mstep: Class 23 contains 38491 members 
Mstep: Class 24 contains 130701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646216.000000 Penalty: 49803.171875
Iteration 125Q: 16 clusters Score -7.464622e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 22027 members 
Mstep: Class 3 contains 15206 members 
Mstep: Class 6 contains 207759 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 15585 members 
Mstep: Class 10 contains 19556 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8641 members 
Mstep: Class 17 contains 3982 members 
Mstep: Class 20 contains 156761 members 
Mstep: Class 23 contains 38457 members 
Mstep: Class 24 contains 130598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646392.000000 Penalty: 49803.171875
Iteration 126Q: 16 clusters Score -7.464639e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 22059 members 
Mstep: Class 3 contains 15192 members 
Mstep: Class 6 contains 207552 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 15589 members 
Mstep: Class 10 contains 19545 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 15 contains 8645 members 
Mstep: Class 17 contains 3982 members 
Mstep: Class 20 contains 157039 members 
Mstep: Class 23 contains 38431 members 
Mstep: Class 24 contains 130537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646624.000000 Penalty: 49803.171875
Iteration 127Q: 16 clusters Score -7.464662e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 15165 members 
Mstep: Class 6 contains 207369 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2723 members 
Mstep: Class 9 contains 15596 members 
Mstep: Class 10 contains 19547 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 15 contains 8650 members 
Mstep: Class 17 contains 3982 members 
Mstep: Class 20 contains 157274 members 
Mstep: Class 23 contains 38414 members 
Mstep: Class 24 contains 130491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646672.000000 Penalty: 49803.171875
Iteration 128Q: 16 clusters Score -7.464667e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 15140 members 
Mstep: Class 6 contains 207218 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2720 members 
Mstep: Class 9 contains 15611 members 
Mstep: Class 10 contains 19536 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 15 contains 8654 members 
Mstep: Class 17 contains 3985 members 
Mstep: Class 20 contains 157498 members 
Mstep: Class 23 contains 38401 members 
Mstep: Class 24 contains 130412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646720.000000 Penalty: 49803.171875
Iteration 129Q: 16 clusters Score -7.464672e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 22152 members 
Mstep: Class 3 contains 15126 members 
Mstep: Class 6 contains 207103 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 15606 members 
Mstep: Class 10 contains 19515 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8676 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 20 contains 157676 members 
Mstep: Class 23 contains 38399 members 
Mstep: Class 24 contains 130344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74646672.000000 Penalty: 49803.171875
Iteration 130Q: 16 clusters Score -7.464667e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 22179 members 
Mstep: Class 3 contains 15109 members 
Mstep: Class 6 contains 207018 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 19508 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 8687 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 20 contains 157842 members 
Mstep: Class 23 contains 38386 members 
Mstep: Class 24 contains 130274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647016.000000 Penalty: 49803.171875
Iteration 131Q: 16 clusters Score -7.464702e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 22218 members 
Mstep: Class 3 contains 15089 members 
Mstep: Class 6 contains 206974 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2702 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 19499 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 8692 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 20 contains 157939 members 
Mstep: Class 23 contains 38389 members 
Mstep: Class 24 contains 130216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647144.000000 Penalty: 49803.171875
Iteration 132Q: 16 clusters Score -7.464714e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 22248 members 
Mstep: Class 3 contains 15074 members 
Mstep: Class 6 contains 206921 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 15610 members 
Mstep: Class 10 contains 19497 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8699 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 20 contains 158034 members 
Mstep: Class 23 contains 38396 members 
Mstep: Class 24 contains 130158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647144.000000 Penalty: 49803.171875
Iteration 133Q: 16 clusters Score -7.464714e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 22280 members 
Mstep: Class 3 contains 15060 members 
Mstep: Class 6 contains 206883 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2686 members 
Mstep: Class 9 contains 15611 members 
Mstep: Class 10 contains 19488 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8707 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 20 contains 158109 members 
Mstep: Class 23 contains 38399 members 
Mstep: Class 24 contains 130109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647032.000000 Penalty: 49803.171875
Iteration 134Q: 16 clusters Score -7.464703e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 22297 members 
Mstep: Class 3 contains 15045 members 
Mstep: Class 6 contains 206871 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 15611 members 
Mstep: Class 10 contains 19487 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 20 contains 158173 members 
Mstep: Class 23 contains 38413 members 
Mstep: Class 24 contains 130054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647080.000000 Penalty: 49803.171875
Iteration 135Q: 16 clusters Score -7.464708e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 22314 members 
Mstep: Class 3 contains 15026 members 
Mstep: Class 6 contains 206886 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 15611 members 
Mstep: Class 10 contains 19490 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 20 contains 158198 members 
Mstep: Class 23 contains 38409 members 
Mstep: Class 24 contains 130019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647272.000000 Penalty: 49803.171875
Iteration 136Q: 16 clusters Score -7.464727e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 22329 members 
Mstep: Class 3 contains 15007 members 
Mstep: Class 6 contains 206945 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 15600 members 
Mstep: Class 10 contains 19490 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8724 members 
Mstep: Class 17 contains 3960 members 
Mstep: Class 20 contains 158209 members 
Mstep: Class 23 contains 38400 members 
Mstep: Class 24 contains 129991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647312.000000 Penalty: 49803.171875
Iteration 137Q: 16 clusters Score -7.464731e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 22348 members 
Mstep: Class 3 contains 15000 members 
Mstep: Class 6 contains 206957 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 15594 members 
Mstep: Class 10 contains 19493 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8724 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 20 contains 158218 members 
Mstep: Class 23 contains 38395 members 
Mstep: Class 24 contains 129983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647456.000000 Penalty: 49803.171875
Iteration 138Q: 16 clusters Score -7.464746e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 22364 members 
Mstep: Class 3 contains 14999 members 
Mstep: Class 6 contains 206973 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 15588 members 
Mstep: Class 10 contains 19488 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8722 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 20 contains 158206 members 
Mstep: Class 23 contains 38392 members 
Mstep: Class 24 contains 129997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647416.000000 Penalty: 49803.171875
Iteration 139Q: 16 clusters Score -7.464742e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 22375 members 
Mstep: Class 3 contains 14992 members 
Mstep: Class 6 contains 207012 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2611 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 19481 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8723 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 20 contains 158167 members 
Mstep: Class 23 contains 38390 members 
Mstep: Class 24 contains 130021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647496.000000 Penalty: 49803.171875
Iteration 140F: 16 clusters Score -7.46475e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 22399 members 
Mstep: Class 3 contains 14988 members 
Mstep: Class 6 contains 207082 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 15571 members 
Mstep: Class 10 contains 19482 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 17 contains 3951 members 
Mstep: Class 20 contains 158106 members 
Mstep: Class 23 contains 38384 members 
Mstep: Class 24 contains 130020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647528.000000 Penalty: 49803.171875
Iteration 141Q: 16 clusters Score -7.464753e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 22421 members 
Mstep: Class 3 contains 14977 members 
Mstep: Class 6 contains 207137 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 15565 members 
Mstep: Class 10 contains 19476 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8729 members 
Mstep: Class 17 contains 3948 members 
Mstep: Class 20 contains 158070 members 
Mstep: Class 23 contains 38374 members 
Mstep: Class 24 contains 130019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647584.000000 Penalty: 49803.171875
Iteration 142Q: 16 clusters Score -7.464758e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 22442 members 
Mstep: Class 3 contains 14966 members 
Mstep: Class 6 contains 207227 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 15559 members 
Mstep: Class 10 contains 19461 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 20 contains 158033 members 
Mstep: Class 23 contains 38370 members 
Mstep: Class 24 contains 129997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647536.000000 Penalty: 49803.171875
Iteration 143Q: 16 clusters Score -7.464754e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 22465 members 
Mstep: Class 3 contains 14954 members 
Mstep: Class 6 contains 207280 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2563 members 
Mstep: Class 9 contains 15548 members 
Mstep: Class 10 contains 19454 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 17 contains 3941 members 
Mstep: Class 20 contains 158010 members 
Mstep: Class 23 contains 38367 members 
Mstep: Class 24 contains 129991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647576.000000 Penalty: 49803.171875
Iteration 144Q: 16 clusters Score -7.464758e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 22490 members 
Mstep: Class 3 contains 14947 members 
Mstep: Class 6 contains 207353 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2564 members 
Mstep: Class 9 contains 15539 members 
Mstep: Class 10 contains 19447 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 20 contains 157963 members 
Mstep: Class 23 contains 38354 members 
Mstep: Class 24 contains 129969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647600.000000 Penalty: 49803.171875
Iteration 145Q: 16 clusters Score -7.46476e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 22523 members 
Mstep: Class 3 contains 14935 members 
Mstep: Class 6 contains 207454 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 15535 members 
Mstep: Class 10 contains 19435 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8742 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 20 contains 157897 members 
Mstep: Class 23 contains 38344 members 
Mstep: Class 24 contains 129947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647576.000000 Penalty: 49803.171875
Iteration 146Q: 16 clusters Score -7.464758e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 22558 members 
Mstep: Class 3 contains 14921 members 
Mstep: Class 6 contains 207552 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2551 members 
Mstep: Class 9 contains 15527 members 
Mstep: Class 10 contains 19428 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 20 contains 157822 members 
Mstep: Class 23 contains 38346 members 
Mstep: Class 24 contains 129930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647576.000000 Penalty: 49803.171875
Iteration 147Q: 16 clusters Score -7.464758e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 22598 members 
Mstep: Class 3 contains 14908 members 
Mstep: Class 6 contains 207637 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2545 members 
Mstep: Class 9 contains 15520 members 
Mstep: Class 10 contains 19432 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8735 members 
Mstep: Class 17 contains 3924 members 
Mstep: Class 20 contains 157733 members 
Mstep: Class 23 contains 38357 members 
Mstep: Class 24 contains 129911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647448.000000 Penalty: 49803.171875
Iteration 148Q: 16 clusters Score -7.464745e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 22627 members 
Mstep: Class 3 contains 14897 members 
Mstep: Class 6 contains 207710 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2537 members 
Mstep: Class 9 contains 15509 members 
Mstep: Class 10 contains 19435 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 20 contains 157665 members 
Mstep: Class 23 contains 38357 members 
Mstep: Class 24 contains 129905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647552.000000 Penalty: 49803.171875
Iteration 149Q: 16 clusters Score -7.464755e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 22655 members 
Mstep: Class 3 contains 14891 members 
Mstep: Class 6 contains 207771 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2531 members 
Mstep: Class 9 contains 15501 members 
Mstep: Class 10 contains 19435 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 20 contains 157591 members 
Mstep: Class 23 contains 38365 members 
Mstep: Class 24 contains 129907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647520.000000 Penalty: 49803.171875
Iteration 150Q: 16 clusters Score -7.464752e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 22685 members 
Mstep: Class 3 contains 14886 members 
Mstep: Class 6 contains 207807 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 15497 members 
Mstep: Class 10 contains 19430 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8743 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 20 contains 157519 members 
Mstep: Class 23 contains 38369 members 
Mstep: Class 24 contains 129920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647512.000000 Penalty: 49803.171875
Iteration 151Q: 16 clusters Score -7.464751e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 22713 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 6 contains 207875 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 15480 members 
Mstep: Class 10 contains 19428 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8742 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 20 contains 157445 members 
Mstep: Class 23 contains 38370 members 
Mstep: Class 24 contains 129922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647536.000000 Penalty: 49803.171875
Iteration 152Q: 16 clusters Score -7.464754e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 22729 members 
Mstep: Class 3 contains 14881 members 
Mstep: Class 6 contains 207954 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 15479 members 
Mstep: Class 10 contains 19421 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 20 contains 157359 members 
Mstep: Class 23 contains 38367 members 
Mstep: Class 24 contains 129928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647496.000000 Penalty: 49803.171875
Iteration 153Q: 16 clusters Score -7.46475e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 22753 members 
Mstep: Class 3 contains 14881 members 
Mstep: Class 6 contains 208070 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2514 members 
Mstep: Class 9 contains 15477 members 
Mstep: Class 10 contains 19416 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8735 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 20 contains 157249 members 
Mstep: Class 23 contains 38365 members 
Mstep: Class 24 contains 129930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647568.000000 Penalty: 49803.171875
Iteration 154Q: 16 clusters Score -7.464757e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 22765 members 
Mstep: Class 3 contains 14881 members 
Mstep: Class 6 contains 208195 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2511 members 
Mstep: Class 9 contains 15482 members 
Mstep: Class 10 contains 19417 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 17 contains 3914 members 
Mstep: Class 20 contains 157130 members 
Mstep: Class 23 contains 38368 members 
Mstep: Class 24 contains 129911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647640.000000 Penalty: 49803.171875
Iteration 155Q: 16 clusters Score -7.464764e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 22779 members 
Mstep: Class 3 contains 14881 members 
Mstep: Class 6 contains 208362 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 15484 members 
Mstep: Class 10 contains 19414 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8727 members 
Mstep: Class 17 contains 3914 members 
Mstep: Class 20 contains 156992 members 
Mstep: Class 23 contains 38358 members 
Mstep: Class 24 contains 129892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647848.000000 Penalty: 49803.171875
Iteration 156Q: 16 clusters Score -7.464785e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 22798 members 
Mstep: Class 3 contains 14876 members 
Mstep: Class 6 contains 208531 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2487 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 19401 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8722 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 20 contains 156897 members 
Mstep: Class 23 contains 38348 members 
Mstep: Class 24 contains 129847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647728.000000 Penalty: 49803.171875
Iteration 157Q: 16 clusters Score -7.464773e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 22815 members 
Mstep: Class 3 contains 14872 members 
Mstep: Class 6 contains 208678 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 9 contains 15483 members 
Mstep: Class 10 contains 19394 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8719 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 20 contains 156819 members 
Mstep: Class 23 contains 38333 members 
Mstep: Class 24 contains 129808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647792.000000 Penalty: 49803.171875
Iteration 158Q: 16 clusters Score -7.464779e+07 nChanged 508
Entering ConstructFrom: 
Score: -74647792.000000 Penalty: 49803.171875
Entering ConstructFrom: 
Trying to split cluster 1 (28535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Entering Unmasked Estep 
Score: -3309858.000000 Penalty: 2544.203857
	Iteration 0F: 2 clusters Score -3309858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3290253.500000 Penalty: 5088.407715
	Iteration 0F: 3 clusters Score -3290254 nChanged 12899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3297346.750000 Penalty: 5088.407715
	Iteration 1F: 3 clusters Score -3297347 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3297916.500000 Penalty: 5088.407715
	Iteration 2Q: 3 clusters Score -3297916 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3298625.750000 Penalty: 5088.407715
	Iteration 3F: 3 clusters Score -3298626 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3299447.500000 Penalty: 5088.407715
	Iteration 4F: 3 clusters Score -3299448 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3300408.000000 Penalty: 5088.407715
	Iteration 5F: 3 clusters Score -3300408 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3301555.250000 Penalty: 5088.407715
	Iteration 6F: 3 clusters Score -3301555 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3302893.000000 Penalty: 5088.407715
	Iteration 7F: 3 clusters Score -3302893 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3304302.500000 Penalty: 5088.407715
	Iteration 8F: 3 clusters Score -3304302 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3305539.750000 Penalty: 5088.407715
	Iteration 9F: 3 clusters Score -3305540 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3306504.750000 Penalty: 5088.407715
	Iteration 10Q: 3 clusters Score -3306505 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3307222.250000 Penalty: 5088.407715
	Iteration 11Q: 3 clusters Score -3307222 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3307728.750000 Penalty: 5088.407715
	Iteration 12Q: 3 clusters Score -3307729 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3308193.500000 Penalty: 5088.407715
	Iteration 13Q: 3 clusters Score -3308194 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3308530.500000 Penalty: 5088.407715
	Iteration 14Q: 3 clusters Score -3308530 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3308680.000000 Penalty: 5088.407715
	Iteration 15Q: 3 clusters Score -3308680 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3308780.500000 Penalty: 5088.407715
	Iteration 16Q: 3 clusters Score -3308780 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3308826.000000 Penalty: 5088.407715
	Iteration 17Q: 3 clusters Score -3308826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3308848.250000 Penalty: 5088.407715
	Iteration 18Q: 3 clusters Score -3308848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3308858.000000 Penalty: 5088.407715
	Iteration 19Q: 3 clusters Score -3308858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3308863.750000 Penalty: 5088.407715
	Iteration 20F: 3 clusters Score -3308864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3308880.000000 Penalty: 5088.407715
	Iteration 21Q: 3 clusters Score -3308880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3308878.500000 Penalty: 5088.407715
	Iteration 22Q: 3 clusters Score -3308878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3308875.250000 Penalty: 5088.407715
	Iteration 23Q: 3 clusters Score -3308875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3308882.750000 Penalty: 5088.407715
	Iteration 24Q: 3 clusters Score -3308883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3308891.500000 Penalty: 5088.407715
	Iteration 25Q: 3 clusters Score -3308892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3308888.000000 Penalty: 5088.407715
	Iteration 26Q: 3 clusters Score -3308888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3308894.250000 Penalty: 5088.407715
	Iteration 27Q: 3 clusters Score -3308894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3308895.000000 Penalty: 5088.407715
	Iteration 28Q: 3 clusters Score -3308895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3308894.750000 Penalty: 5088.407715
	Iteration 29Q: 3 clusters Score -3308895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3308901.500000 Penalty: 5088.407715
	Iteration 30Q: 3 clusters Score -3308902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3308902.000000 Penalty: 5088.407715
	Iteration 31Q: 3 clusters Score -3308902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3308901.500000 Penalty: 5088.407715
	Iteration 32Q: 3 clusters Score -3308902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3308902.000000 Penalty: 5088.407715
	Iteration 33Q: 3 clusters Score -3308902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3308901.000000 Penalty: 5088.407715
	Iteration 34Q: 3 clusters Score -3308901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3308903.500000 Penalty: 5088.407715
	Iteration 35Q: 3 clusters Score -3308904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3308901.750000 Penalty: 5088.407715
	Iteration 36Q: 3 clusters Score -3308902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3308901.750000 Penalty: 5088.407715
	Iteration 37F: 3 clusters Score -3308902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Entering Unmasked Estep 
Score: -2676594.250000 Penalty: 2488.885986
	Iteration 0F: 2 clusters Score -2676594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2660687.000000 Penalty: 4977.771973
	Iteration 0F: 3 clusters Score -2660687 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2666079.500000 Penalty: 4977.771973
	Iteration 1F: 3 clusters Score -2666080 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2666578.000000 Penalty: 4977.771973
	Iteration 2Q: 3 clusters Score -2666578 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2667092.500000 Penalty: 4977.771973
	Iteration 3Q: 3 clusters Score -2667092 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2667619.250000 Penalty: 4977.771973
	Iteration 4Q: 3 clusters Score -2667619 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2668162.250000 Penalty: 4977.771973
	Iteration 5Q: 3 clusters Score -2668162 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2668749.000000 Penalty: 4977.771973
	Iteration 6Q: 3 clusters Score -2668749 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2669371.000000 Penalty: 4977.771973
	Iteration 7Q: 3 clusters Score -2669371 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2670025.750000 Penalty: 4977.771973
	Iteration 8Q: 3 clusters Score -2670026 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2670700.500000 Penalty: 4977.771973
	Iteration 9Q: 3 clusters Score -2670700 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2671367.250000 Penalty: 4977.771973
	Iteration 10Q: 3 clusters Score -2671367 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2671943.750000 Penalty: 4977.771973
	Iteration 11Q: 3 clusters Score -2671944 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2672454.000000 Penalty: 4977.771973
	Iteration 12Q: 3 clusters Score -2672454 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2672899.000000 Penalty: 4977.771973
	Iteration 13Q: 3 clusters Score -2672899 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2673251.250000 Penalty: 4977.771973
	Iteration 14Q: 3 clusters Score -2673251 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2673522.250000 Penalty: 4977.771973
	Iteration 15Q: 3 clusters Score -2673522 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2673736.750000 Penalty: 4977.771973
	Iteration 16Q: 3 clusters Score -2673737 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2673915.000000 Penalty: 4977.771973
	Iteration 17Q: 3 clusters Score -2673915 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2674051.750000 Penalty: 4977.771973
	Iteration 18Q: 3 clusters Score -2674052 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2674150.000000 Penalty: 4977.771973
	Iteration 19Q: 3 clusters Score -2674150 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2674219.250000 Penalty: 4977.771973
	Iteration 20F: 3 clusters Score -2674219 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2674295.500000 Penalty: 4977.771973
	Iteration 21Q: 3 clusters Score -2674296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2674353.000000 Penalty: 4977.771973
	Iteration 22Q: 3 clusters Score -2674353 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2674396.250000 Penalty: 4977.771973
	Iteration 23Q: 3 clusters Score -2674396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2674422.500000 Penalty: 4977.771973
	Iteration 24Q: 3 clusters Score -2674422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2674439.250000 Penalty: 4977.771973
	Iteration 25Q: 3 clusters Score -2674439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2674459.000000 Penalty: 4977.771973
	Iteration 26Q: 3 clusters Score -2674459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2674462.500000 Penalty: 4977.771973
	Iteration 27Q: 3 clusters Score -2674462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2674471.500000 Penalty: 4977.771973
	Iteration 28Q: 3 clusters Score -2674472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2674480.000000 Penalty: 4977.771973
	Iteration 29Q: 3 clusters Score -2674480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2674483.500000 Penalty: 4977.771973
	Iteration 30Q: 3 clusters Score -2674484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2674486.000000 Penalty: 4977.771973
	Iteration 31Q: 3 clusters Score -2674486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2674493.000000 Penalty: 4977.771973
	Iteration 32Q: 3 clusters Score -2674493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2674497.750000 Penalty: 4977.771973
	Iteration 33Q: 3 clusters Score -2674498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2674499.750000 Penalty: 4977.771973
	Iteration 34Q: 3 clusters Score -2674500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2674497.500000 Penalty: 4977.771973
	Iteration 35Q: 3 clusters Score -2674498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2674504.000000 Penalty: 4977.771973
	Iteration 36Q: 3 clusters Score -2674504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2674505.500000 Penalty: 4977.771973
	Iteration 37Q: 3 clusters Score -2674506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2674508.000000 Penalty: 4977.771973
	Iteration 38Q: 3 clusters Score -2674508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2674510.750000 Penalty: 4977.771973
	Iteration 39Q: 3 clusters Score -2674511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2674512.500000 Penalty: 4977.771973
	Iteration 40F: 3 clusters Score -2674512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Entering Unmasked Estep 
Score: -1739466.000000 Penalty: 2382.594482
	Iteration 0F: 2 clusters Score -1739466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1728691.375000 Penalty: 4765.188965
	Iteration 0F: 3 clusters Score -1728691 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1732101.875000 Penalty: 4765.188965
	Iteration 1F: 3 clusters Score -1732102 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1732398.125000 Penalty: 4765.188965
	Iteration 2F: 3 clusters Score -1732398 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1732677.625000 Penalty: 4765.188965
	Iteration 3Q: 3 clusters Score -1732678 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1732934.250000 Penalty: 4765.188965
	Iteration 4Q: 3 clusters Score -1732934 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1733208.875000 Penalty: 4765.188965
	Iteration 5Q: 3 clusters Score -1733209 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1733533.750000 Penalty: 4765.188965
	Iteration 6Q: 3 clusters Score -1733534 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1733888.750000 Penalty: 4765.188965
	Iteration 7Q: 3 clusters Score -1733889 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1734359.750000 Penalty: 4765.188965
	Iteration 8Q: 3 clusters Score -1734360 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1734920.000000 Penalty: 4765.188965
	Iteration 9F: 3 clusters Score -1734920 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1735426.500000 Penalty: 4765.188965
	Iteration 10Q: 3 clusters Score -1735426 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1735884.000000 Penalty: 4765.188965
	Iteration 11Q: 3 clusters Score -1735884 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1736287.875000 Penalty: 4765.188965
	Iteration 12Q: 3 clusters Score -1736288 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1736640.750000 Penalty: 4765.188965
	Iteration 13Q: 3 clusters Score -1736641 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1736898.000000 Penalty: 4765.188965
	Iteration 14Q: 3 clusters Score -1736898 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1737049.125000 Penalty: 4765.188965
	Iteration 15Q: 3 clusters Score -1737049 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1737143.250000 Penalty: 4765.188965
	Iteration 16Q: 3 clusters Score -1737143 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1737199.875000 Penalty: 4765.188965
	Iteration 17Q: 3 clusters Score -1737200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1737248.500000 Penalty: 4765.188965
	Iteration 18Q: 3 clusters Score -1737248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1737281.750000 Penalty: 4765.188965
	Iteration 19Q: 3 clusters Score -1737282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1737309.750000 Penalty: 4765.188965
	Iteration 20F: 3 clusters Score -1737310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1737340.375000 Penalty: 4765.188965
	Iteration 21Q: 3 clusters Score -1737340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1737356.625000 Penalty: 4765.188965
	Iteration 22Q: 3 clusters Score -1737357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1737374.500000 Penalty: 4765.188965
	Iteration 23Q: 3 clusters Score -1737374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1737386.375000 Penalty: 4765.188965
	Iteration 24Q: 3 clusters Score -1737386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1737398.000000 Penalty: 4765.188965
	Iteration 25Q: 3 clusters Score -1737398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1737414.000000 Penalty: 4765.188965
	Iteration 26Q: 3 clusters Score -1737414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1737436.125000 Penalty: 4765.188965
	Iteration 27Q: 3 clusters Score -1737436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1737455.125000 Penalty: 4765.188965
	Iteration 28Q: 3 clusters Score -1737455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1737467.375000 Penalty: 4765.188965
	Iteration 29Q: 3 clusters Score -1737467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1737478.375000 Penalty: 4765.188965
	Iteration 30Q: 3 clusters Score -1737478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1737487.750000 Penalty: 4765.188965
	Iteration 31Q: 3 clusters Score -1737488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1737495.375000 Penalty: 4765.188965
	Iteration 32Q: 3 clusters Score -1737495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1737498.000000 Penalty: 4765.188965
	Iteration 33Q: 3 clusters Score -1737498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1737499.375000 Penalty: 4765.188965
	Iteration 34Q: 3 clusters Score -1737499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1737499.375000 Penalty: 4765.188965
	Iteration 35F: 3 clusters Score -1737499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (208783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208783 members 
Entering Unmasked Estep 
Score: -24232312.000000 Penalty: 3037.764648
	Iteration 0F: 2 clusters Score -2.423231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104598 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -24094358.000000 Penalty: 6075.529297
	Iteration 0F: 3 clusters Score -2.409436e+07 nChanged 100393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 100864 members 
Entering Unmasked Estep 
Score: -24153842.000000 Penalty: 6075.529297
	Iteration 1F: 3 clusters Score -2.415384e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110009 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -24154968.000000 Penalty: 6075.529297
	Iteration 2Q: 3 clusters Score -2.415497e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113255 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -24156348.000000 Penalty: 6075.529297
	Iteration 3Q: 3 clusters Score -2.415635e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118192 members 
Mstep: Class 2 contains 90591 members 
Entering Unmasked Estep 
Score: -24158678.000000 Penalty: 6075.529297
	Iteration 4Q: 3 clusters Score -2.415868e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125642 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -24163086.000000 Penalty: 6075.529297
	Iteration 5Q: 3 clusters Score -2.416309e+07 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136274 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -24169936.000000 Penalty: 6075.529297
	Iteration 6F: 3 clusters Score -2.416994e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150151 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -24180924.000000 Penalty: 6075.529297
	Iteration 7F: 3 clusters Score -2.418092e+07 nChanged 15764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165755 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -24194916.000000 Penalty: 6075.529297
	Iteration 8F: 3 clusters Score -2.419492e+07 nChanged 14377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180054 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -24207812.000000 Penalty: 6075.529297
	Iteration 9F: 3 clusters Score -2.420781e+07 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190407 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -24216482.000000 Penalty: 6075.529297
	Iteration 10F: 3 clusters Score -2.421648e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196925 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -24221808.000000 Penalty: 6075.529297
	Iteration 11Q: 3 clusters Score -2.422181e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201062 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -24225078.000000 Penalty: 6075.529297
	Iteration 12Q: 3 clusters Score -2.422508e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203653 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -24226786.000000 Penalty: 6075.529297
	Iteration 13Q: 3 clusters Score -2.422679e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205234 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -24227794.000000 Penalty: 6075.529297
	Iteration 14Q: 3 clusters Score -2.422779e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206208 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -24228442.000000 Penalty: 6075.529297
	Iteration 15Q: 3 clusters Score -2.422844e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206835 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -24228842.000000 Penalty: 6075.529297
	Iteration 16Q: 3 clusters Score -2.422884e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207238 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -24229092.000000 Penalty: 6075.529297
	Iteration 17Q: 3 clusters Score -2.422909e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207471 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -24229244.000000 Penalty: 6075.529297
	Iteration 18Q: 3 clusters Score -2.422924e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207637 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -24229322.000000 Penalty: 6075.529297
	Iteration 19Q: 3 clusters Score -2.422932e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207738 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -24229410.000000 Penalty: 6075.529297
	Iteration 20F: 3 clusters Score -2.422941e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207802 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -24229450.000000 Penalty: 6075.529297
	Iteration 21Q: 3 clusters Score -2.422945e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207862 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -24229470.000000 Penalty: 6075.529297
	Iteration 22Q: 3 clusters Score -2.422947e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207892 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -24229510.000000 Penalty: 6075.529297
	Iteration 23Q: 3 clusters Score -2.422951e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207925 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -24229528.000000 Penalty: 6075.529297
	Iteration 24Q: 3 clusters Score -2.422953e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207948 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -24229546.000000 Penalty: 6075.529297
	Iteration 25Q: 3 clusters Score -2.422955e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207973 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -24229570.000000 Penalty: 6075.529297
	Iteration 26Q: 3 clusters Score -2.422957e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207994 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -24229596.000000 Penalty: 6075.529297
	Iteration 27Q: 3 clusters Score -2.42296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208003 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -24229612.000000 Penalty: 6075.529297
	Iteration 28Q: 3 clusters Score -2.422961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208011 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -24229628.000000 Penalty: 6075.529297
	Iteration 29Q: 3 clusters Score -2.422963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208016 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -24229634.000000 Penalty: 6075.529297
	Iteration 30Q: 3 clusters Score -2.422963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208025 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -24229638.000000 Penalty: 6075.529297
	Iteration 31Q: 3 clusters Score -2.422964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208033 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -24229644.000000 Penalty: 6075.529297
	Iteration 32Q: 3 clusters Score -2.422964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208036 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -24229636.000000 Penalty: 6075.529297
	Iteration 33Q: 3 clusters Score -2.422964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208043 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -24229640.000000 Penalty: 6075.529297
	Iteration 34Q: 3 clusters Score -2.422964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208053 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -24229632.000000 Penalty: 6075.529297
	Iteration 35Q: 3 clusters Score -2.422963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208057 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -24229654.000000 Penalty: 6075.529297
	Iteration 36Q: 3 clusters Score -2.422965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208058 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -24229638.000000 Penalty: 6075.529297
	Iteration 37Q: 3 clusters Score -2.422964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208062 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -24229656.000000 Penalty: 6075.529297
	Iteration 38Q: 3 clusters Score -2.422966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208062 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -24229658.000000 Penalty: 6075.529297
	Iteration 39Q: 3 clusters Score -2.422966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208063 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -24229660.000000 Penalty: 6075.529297
	Iteration 40F: 3 clusters Score -2.422966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208065 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -24229670.000000 Penalty: 6075.529297
	Iteration 41Q: 3 clusters Score -2.422967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208065 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -24229660.000000 Penalty: 6075.529297
	Iteration 42Q: 3 clusters Score -2.422966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208067 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -24229672.000000 Penalty: 6075.529297
	Iteration 43Q: 3 clusters Score -2.422967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208070 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -24229672.000000 Penalty: 6075.529297
	Iteration 44Q: 3 clusters Score -2.422967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208073 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -24229650.000000 Penalty: 6075.529297
	Iteration 45Q: 3 clusters Score -2.422965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208076 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -24229664.000000 Penalty: 6075.529297
	Iteration 46Q: 3 clusters Score -2.422966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208079 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -24229656.000000 Penalty: 6075.529297
	Iteration 47Q: 3 clusters Score -2.422966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208081 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -24229674.000000 Penalty: 6075.529297
	Iteration 48Q: 3 clusters Score -2.422967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208090 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -24229650.000000 Penalty: 6075.529297
	Iteration 49Q: 3 clusters Score -2.422965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208091 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -24229662.000000 Penalty: 6075.529297
	Iteration 50Q: 3 clusters Score -2.422966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208095 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -24229672.000000 Penalty: 6075.529297
	Iteration 51Q: 3 clusters Score -2.422967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208094 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -24229666.000000 Penalty: 6075.529297
	Iteration 52Q: 3 clusters Score -2.422967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208094 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -24229666.000000 Penalty: 6075.529297
	Iteration 53F: 3 clusters Score -2.422967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -24508.376953 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -24508.38 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 117 members 
Entering Unmasked Estep 
Score: -23339.636719 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -23339.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23419.906250 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -23419.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23460.566406 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -23460.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23468.998047 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -23469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23468.998047 Penalty: 2710.060547
	Iteration 4F: 3 clusters Score -23469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -288906.656250 Penalty: 1937.369385
	Iteration 0F: 2 clusters Score -288906.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -285996.625000 Penalty: 3874.738770
	Iteration 0F: 3 clusters Score -285996.6 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -286536.468750 Penalty: 3874.738770
	Iteration 1F: 3 clusters Score -286536.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -286664.187500 Penalty: 3874.738770
	Iteration 2F: 3 clusters Score -286664.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -286722.125000 Penalty: 3874.738770
	Iteration 3Q: 3 clusters Score -286722.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -286761.562500 Penalty: 3874.738770
	Iteration 4Q: 3 clusters Score -286761.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -286798.500000 Penalty: 3874.738770
	Iteration 5Q: 3 clusters Score -286798.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -286818.500000 Penalty: 3874.738770
	Iteration 6Q: 3 clusters Score -286818.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -286832.656250 Penalty: 3874.738770
	Iteration 7Q: 3 clusters Score -286832.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -286842.375000 Penalty: 3874.738770
	Iteration 8Q: 3 clusters Score -286842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -286845.468750 Penalty: 3874.738770
	Iteration 9Q: 3 clusters Score -286845.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -286850.031250 Penalty: 3874.738770
	Iteration 10Q: 3 clusters Score -286850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -286853.218750 Penalty: 3874.738770
	Iteration 11Q: 3 clusters Score -286853.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -286855.562500 Penalty: 3874.738770
	Iteration 12Q: 3 clusters Score -286855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -286858.718750 Penalty: 3874.738770
	Iteration 13Q: 3 clusters Score -286858.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -286862.968750 Penalty: 3874.738770
	Iteration 14Q: 3 clusters Score -286863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -286864.281250 Penalty: 3874.738770
	Iteration 15Q: 3 clusters Score -286864.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -286865.000000 Penalty: 3874.738770
	Iteration 16Q: 3 clusters Score -286865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -286865.562500 Penalty: 3874.738770
	Iteration 17Q: 3 clusters Score -286865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -286867.343750 Penalty: 3874.738770
	Iteration 18Q: 3 clusters Score -286867.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -286868.281250 Penalty: 3874.738770
	Iteration 19Q: 3 clusters Score -286868.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -286868.406250 Penalty: 3874.738770
	Iteration 20F: 3 clusters Score -286868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -286870.000000 Penalty: 3874.738770
	Iteration 21Q: 3 clusters Score -286870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -286871.125000 Penalty: 3874.738770
	Iteration 22Q: 3 clusters Score -286871.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -286871.343750 Penalty: 3874.738770
	Iteration 23Q: 3 clusters Score -286871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -286871.937500 Penalty: 3874.738770
	Iteration 24Q: 3 clusters Score -286871.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -286871.937500 Penalty: 3874.738770
	Iteration 25F: 3 clusters Score -286871.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Entering Unmasked Estep 
Score: -1829974.625000 Penalty: 2392.499268
	Iteration 0F: 2 clusters Score -1829975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1818708.250000 Penalty: 4784.998535
	Iteration 0F: 3 clusters Score -1818708 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1822396.750000 Penalty: 4784.998535
	Iteration 1F: 3 clusters Score -1822397 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1822914.750000 Penalty: 4784.998535
	Iteration 2F: 3 clusters Score -1822915 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1823400.250000 Penalty: 4784.998535
	Iteration 3F: 3 clusters Score -1823400 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1823928.000000 Penalty: 4784.998535
	Iteration 4F: 3 clusters Score -1823928 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1824434.875000 Penalty: 4784.998535
	Iteration 5F: 3 clusters Score -1824435 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1824989.375000 Penalty: 4784.998535
	Iteration 6F: 3 clusters Score -1824989 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1825550.375000 Penalty: 4784.998535
	Iteration 7F: 3 clusters Score -1825550 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1826108.875000 Penalty: 4784.998535
	Iteration 8F: 3 clusters Score -1826109 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1826561.750000 Penalty: 4784.998535
	Iteration 9Q: 3 clusters Score -1826562 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1826863.625000 Penalty: 4784.998535
	Iteration 10Q: 3 clusters Score -1826864 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1827052.125000 Penalty: 4784.998535
	Iteration 11Q: 3 clusters Score -1827052 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1827174.000000 Penalty: 4784.998535
	Iteration 12Q: 3 clusters Score -1827174 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1827244.750000 Penalty: 4784.998535
	Iteration 13Q: 3 clusters Score -1827245 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1827299.500000 Penalty: 4784.998535
	Iteration 14Q: 3 clusters Score -1827300 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1827335.750000 Penalty: 4784.998535
	Iteration 15Q: 3 clusters Score -1827336 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1827374.000000 Penalty: 4784.998535
	Iteration 16Q: 3 clusters Score -1827374 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1827408.875000 Penalty: 4784.998535
	Iteration 17Q: 3 clusters Score -1827409 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1827444.375000 Penalty: 4784.998535
	Iteration 18Q: 3 clusters Score -1827444 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1827473.500000 Penalty: 4784.998535
	Iteration 19Q: 3 clusters Score -1827474 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1827498.375000 Penalty: 4784.998535
	Iteration 20F: 3 clusters Score -1827498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1827513.875000 Penalty: 4784.998535
	Iteration 21Q: 3 clusters Score -1827514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1827535.625000 Penalty: 4784.998535
	Iteration 22Q: 3 clusters Score -1827536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1827553.625000 Penalty: 4784.998535
	Iteration 23Q: 3 clusters Score -1827554 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1827570.750000 Penalty: 4784.998535
	Iteration 24Q: 3 clusters Score -1827571 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1827598.625000 Penalty: 4784.998535
	Iteration 25Q: 3 clusters Score -1827599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1827612.875000 Penalty: 4784.998535
	Iteration 26Q: 3 clusters Score -1827613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1827622.875000 Penalty: 4784.998535
	Iteration 27Q: 3 clusters Score -1827623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1827635.250000 Penalty: 4784.998535
	Iteration 28Q: 3 clusters Score -1827635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1827646.625000 Penalty: 4784.998535
	Iteration 29Q: 3 clusters Score -1827647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1827652.000000 Penalty: 4784.998535
	Iteration 30Q: 3 clusters Score -1827652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1827664.250000 Penalty: 4784.998535
	Iteration 31Q: 3 clusters Score -1827664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1827679.750000 Penalty: 4784.998535
	Iteration 32Q: 3 clusters Score -1827680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1827688.250000 Penalty: 4784.998535
	Iteration 33Q: 3 clusters Score -1827688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1827700.875000 Penalty: 4784.998535
	Iteration 34Q: 3 clusters Score -1827701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1827711.375000 Penalty: 4784.998535
	Iteration 35Q: 3 clusters Score -1827711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1827718.875000 Penalty: 4784.998535
	Iteration 36Q: 3 clusters Score -1827719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1827729.750000 Penalty: 4784.998535
	Iteration 37Q: 3 clusters Score -1827730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1827732.500000 Penalty: 4784.998535
	Iteration 38Q: 3 clusters Score -1827732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1827737.250000 Penalty: 4784.998535
	Iteration 39Q: 3 clusters Score -1827737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1827743.750000 Penalty: 4784.998535
	Iteration 40F: 3 clusters Score -1827744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1827750.750000 Penalty: 4784.998535
	Iteration 41Q: 3 clusters Score -1827751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1827754.000000 Penalty: 4784.998535
	Iteration 42Q: 3 clusters Score -1827754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1827760.250000 Penalty: 4784.998535
	Iteration 43Q: 3 clusters Score -1827760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1827768.375000 Penalty: 4784.998535
	Iteration 44Q: 3 clusters Score -1827768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1827779.250000 Penalty: 4784.998535
	Iteration 45Q: 3 clusters Score -1827779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1827782.250000 Penalty: 4784.998535
	Iteration 46Q: 3 clusters Score -1827782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1827785.375000 Penalty: 4784.998535
	Iteration 47Q: 3 clusters Score -1827785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1827796.000000 Penalty: 4784.998535
	Iteration 48Q: 3 clusters Score -1827796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1827802.375000 Penalty: 4784.998535
	Iteration 49Q: 3 clusters Score -1827802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1827812.250000 Penalty: 4784.998535
	Iteration 50Q: 3 clusters Score -1827812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1827826.250000 Penalty: 4784.998535
	Iteration 51Q: 3 clusters Score -1827826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1827837.250000 Penalty: 4784.998535
	Iteration 52Q: 3 clusters Score -1827837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1827846.375000 Penalty: 4784.998535
	Iteration 53Q: 3 clusters Score -1827846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1827852.000000 Penalty: 4784.998535
	Iteration 54Q: 3 clusters Score -1827852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1827859.500000 Penalty: 4784.998535
	Iteration 55Q: 3 clusters Score -1827860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1827866.875000 Penalty: 4784.998535
	Iteration 56Q: 3 clusters Score -1827867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1827872.625000 Penalty: 4784.998535
	Iteration 57Q: 3 clusters Score -1827873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1827875.625000 Penalty: 4784.998535
	Iteration 58Q: 3 clusters Score -1827876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1827886.375000 Penalty: 4784.998535
	Iteration 59Q: 3 clusters Score -1827886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1827889.375000 Penalty: 4784.998535
	Iteration 60F: 3 clusters Score -1827889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1827894.125000 Penalty: 4784.998535
	Iteration 61Q: 3 clusters Score -1827894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1827895.500000 Penalty: 4784.998535
	Iteration 62Q: 3 clusters Score -1827896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1827895.125000 Penalty: 4784.998535
	Iteration 63Q: 3 clusters Score -1827895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1827894.625000 Penalty: 4784.998535
	Iteration 64Q: 3 clusters Score -1827895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1827897.000000 Penalty: 4784.998535
	Iteration 65Q: 3 clusters Score -1827897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1827898.750000 Penalty: 4784.998535
	Iteration 66Q: 3 clusters Score -1827899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1827898.000000 Penalty: 4784.998535
	Iteration 67Q: 3 clusters Score -1827898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1827900.000000 Penalty: 4784.998535
	Iteration 68Q: 3 clusters Score -1827900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1827903.000000 Penalty: 4784.998535
	Iteration 69Q: 3 clusters Score -1827903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1827904.625000 Penalty: 4784.998535
	Iteration 70Q: 3 clusters Score -1827905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1827905.625000 Penalty: 4784.998535
	Iteration 71Q: 3 clusters Score -1827906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1827911.625000 Penalty: 4784.998535
	Iteration 72Q: 3 clusters Score -1827912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1827915.500000 Penalty: 4784.998535
	Iteration 73Q: 3 clusters Score -1827916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1827913.375000 Penalty: 4784.998535
	Iteration 74Q: 3 clusters Score -1827913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1827916.000000 Penalty: 4784.998535
	Iteration 75Q: 3 clusters Score -1827916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1827917.250000 Penalty: 4784.998535
	Iteration 76Q: 3 clusters Score -1827917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1827918.000000 Penalty: 4784.998535
	Iteration 77Q: 3 clusters Score -1827918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1827919.875000 Penalty: 4784.998535
	Iteration 78Q: 3 clusters Score -1827920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1827923.500000 Penalty: 4784.998535
	Iteration 79Q: 3 clusters Score -1827924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1827925.750000 Penalty: 4784.998535
	Iteration 80F: 3 clusters Score -1827926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1827935.125000 Penalty: 4784.998535
	Iteration 81Q: 3 clusters Score -1827935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1827945.250000 Penalty: 4784.998535
	Iteration 82Q: 3 clusters Score -1827945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1827947.250000 Penalty: 4784.998535
	Iteration 83Q: 3 clusters Score -1827947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1827955.500000 Penalty: 4784.998535
	Iteration 84Q: 3 clusters Score -1827956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1827962.000000 Penalty: 4784.998535
	Iteration 85Q: 3 clusters Score -1827962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1827964.250000 Penalty: 4784.998535
	Iteration 86Q: 3 clusters Score -1827964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1827970.750000 Penalty: 4784.998535
	Iteration 87Q: 3 clusters Score -1827971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1827979.500000 Penalty: 4784.998535
	Iteration 88Q: 3 clusters Score -1827980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1827980.250000 Penalty: 4784.998535
	Iteration 89Q: 3 clusters Score -1827980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1827982.250000 Penalty: 4784.998535
	Iteration 90Q: 3 clusters Score -1827982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1827990.125000 Penalty: 4784.998535
	Iteration 91Q: 3 clusters Score -1827990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1827997.250000 Penalty: 4784.998535
	Iteration 92Q: 3 clusters Score -1827997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1828002.250000 Penalty: 4784.998535
	Iteration 93Q: 3 clusters Score -1828002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1828004.625000 Penalty: 4784.998535
	Iteration 94Q: 3 clusters Score -1828005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1828006.000000 Penalty: 4784.998535
	Iteration 95Q: 3 clusters Score -1828006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1828004.750000 Penalty: 4784.998535
	Iteration 96Q: 3 clusters Score -1828005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1828004.750000 Penalty: 4784.998535
	Iteration 97F: 3 clusters Score -1828005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Entering Unmasked Estep 
Score: -2294828.000000 Penalty: 2448.344971
	Iteration 0F: 2 clusters Score -2294828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2281127.500000 Penalty: 4896.689941
	Iteration 0F: 3 clusters Score -2281128 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2285657.000000 Penalty: 4896.689941
	Iteration 1F: 3 clusters Score -2285657 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2286091.000000 Penalty: 4896.689941
	Iteration 2F: 3 clusters Score -2286091 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2286499.000000 Penalty: 4896.689941
	Iteration 3Q: 3 clusters Score -2286499 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2286892.250000 Penalty: 4896.689941
	Iteration 4Q: 3 clusters Score -2286892 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2287268.000000 Penalty: 4896.689941
	Iteration 5Q: 3 clusters Score -2287268 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2287704.000000 Penalty: 4896.689941
	Iteration 6Q: 3 clusters Score -2287704 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2288235.250000 Penalty: 4896.689941
	Iteration 7Q: 3 clusters Score -2288235 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2288907.250000 Penalty: 4896.689941
	Iteration 8Q: 3 clusters Score -2288907 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2289604.750000 Penalty: 4896.689941
	Iteration 9F: 3 clusters Score -2289605 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2290274.500000 Penalty: 4896.689941
	Iteration 10F: 3 clusters Score -2290274 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2290758.750000 Penalty: 4896.689941
	Iteration 11Q: 3 clusters Score -2290759 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2291020.750000 Penalty: 4896.689941
	Iteration 12Q: 3 clusters Score -2291021 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2291157.000000 Penalty: 4896.689941
	Iteration 13Q: 3 clusters Score -2291157 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2291234.500000 Penalty: 4896.689941
	Iteration 14Q: 3 clusters Score -2291234 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2291299.250000 Penalty: 4896.689941
	Iteration 15Q: 3 clusters Score -2291299 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2291378.250000 Penalty: 4896.689941
	Iteration 16Q: 3 clusters Score -2291378 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2291429.000000 Penalty: 4896.689941
	Iteration 17Q: 3 clusters Score -2291429 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2291477.250000 Penalty: 4896.689941
	Iteration 18Q: 3 clusters Score -2291477 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2291518.750000 Penalty: 4896.689941
	Iteration 19Q: 3 clusters Score -2291519 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2291554.250000 Penalty: 4896.689941
	Iteration 20F: 3 clusters Score -2291554 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2291562.500000 Penalty: 4896.689941
	Iteration 21Q: 3 clusters Score -2291562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2291571.500000 Penalty: 4896.689941
	Iteration 22Q: 3 clusters Score -2291572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2291582.500000 Penalty: 4896.689941
	Iteration 23Q: 3 clusters Score -2291582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2291589.750000 Penalty: 4896.689941
	Iteration 24Q: 3 clusters Score -2291590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2291594.250000 Penalty: 4896.689941
	Iteration 25Q: 3 clusters Score -2291594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2291606.000000 Penalty: 4896.689941
	Iteration 26Q: 3 clusters Score -2291606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2291610.750000 Penalty: 4896.689941
	Iteration 27Q: 3 clusters Score -2291611 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2291620.500000 Penalty: 4896.689941
	Iteration 28Q: 3 clusters Score -2291620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2291617.750000 Penalty: 4896.689941
	Iteration 29Q: 3 clusters Score -2291618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2291626.500000 Penalty: 4896.689941
	Iteration 30Q: 3 clusters Score -2291626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2291638.750000 Penalty: 4896.689941
	Iteration 31Q: 3 clusters Score -2291639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2291636.500000 Penalty: 4896.689941
	Iteration 32Q: 3 clusters Score -2291636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2291638.000000 Penalty: 4896.689941
	Iteration 33Q: 3 clusters Score -2291638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2291635.000000 Penalty: 4896.689941
	Iteration 34Q: 3 clusters Score -2291635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2291637.500000 Penalty: 4896.689941
	Iteration 35Q: 3 clusters Score -2291638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2291638.000000 Penalty: 4896.689941
	Iteration 36Q: 3 clusters Score -2291638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2291638.500000 Penalty: 4896.689941
	Iteration 37Q: 3 clusters Score -2291638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2291644.000000 Penalty: 4896.689941
	Iteration 38Q: 3 clusters Score -2291644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2291642.250000 Penalty: 4896.689941
	Iteration 39Q: 3 clusters Score -2291642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2291639.750000 Penalty: 4896.689941
	Iteration 40F: 3 clusters Score -2291640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2291651.500000 Penalty: 4896.689941
	Iteration 41Q: 3 clusters Score -2291652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2291651.500000 Penalty: 4896.689941
	Iteration 42Q: 3 clusters Score -2291652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2291650.250000 Penalty: 4896.689941
	Iteration 43Q: 3 clusters Score -2291650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2291648.000000 Penalty: 4896.689941
	Iteration 44Q: 3 clusters Score -2291648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2291653.750000 Penalty: 4896.689941
	Iteration 45Q: 3 clusters Score -2291654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2291656.250000 Penalty: 4896.689941
	Iteration 46Q: 3 clusters Score -2291656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2291650.500000 Penalty: 4896.689941
	Iteration 47Q: 3 clusters Score -2291650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2291652.500000 Penalty: 4896.689941
	Iteration 48Q: 3 clusters Score -2291652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2291657.500000 Penalty: 4896.689941
	Iteration 49Q: 3 clusters Score -2291658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2291660.000000 Penalty: 4896.689941
	Iteration 50Q: 3 clusters Score -2291660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2291657.000000 Penalty: 4896.689941
	Iteration 51Q: 3 clusters Score -2291657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2291657.750000 Penalty: 4896.689941
	Iteration 52Q: 3 clusters Score -2291658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2291658.750000 Penalty: 4896.689941
	Iteration 53Q: 3 clusters Score -2291659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2291664.000000 Penalty: 4896.689941
	Iteration 54Q: 3 clusters Score -2291664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2291668.500000 Penalty: 4896.689941
	Iteration 55Q: 3 clusters Score -2291668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2291670.000000 Penalty: 4896.689941
	Iteration 56Q: 3 clusters Score -2291670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2291674.500000 Penalty: 4896.689941
	Iteration 57Q: 3 clusters Score -2291674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2291678.250000 Penalty: 4896.689941
	Iteration 58Q: 3 clusters Score -2291678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2291683.500000 Penalty: 4896.689941
	Iteration 59Q: 3 clusters Score -2291684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2291684.750000 Penalty: 4896.689941
	Iteration 60F: 3 clusters Score -2291685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2291684.500000 Penalty: 4896.689941
	Iteration 61Q: 3 clusters Score -2291684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2291680.750000 Penalty: 4896.689941
	Iteration 62Q: 3 clusters Score -2291681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2291689.750000 Penalty: 4896.689941
	Iteration 63Q: 3 clusters Score -2291690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2291691.750000 Penalty: 4896.689941
	Iteration 64Q: 3 clusters Score -2291692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2291687.500000 Penalty: 4896.689941
	Iteration 65Q: 3 clusters Score -2291688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2291686.500000 Penalty: 4896.689941
	Iteration 66Q: 3 clusters Score -2291686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2291688.750000 Penalty: 4896.689941
	Iteration 67Q: 3 clusters Score -2291689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2291690.250000 Penalty: 4896.689941
	Iteration 68Q: 3 clusters Score -2291690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2291690.750000 Penalty: 4896.689941
	Iteration 69Q: 3 clusters Score -2291691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2291687.000000 Penalty: 4896.689941
	Iteration 70Q: 3 clusters Score -2291687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2291697.750000 Penalty: 4896.689941
	Iteration 71Q: 3 clusters Score -2291698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2291700.000000 Penalty: 4896.689941
	Iteration 72Q: 3 clusters Score -2291700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2291702.500000 Penalty: 4896.689941
	Iteration 73Q: 3 clusters Score -2291702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2291704.500000 Penalty: 4896.689941
	Iteration 74Q: 3 clusters Score -2291704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2291698.250000 Penalty: 4896.689941
	Iteration 75Q: 3 clusters Score -2291698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2291708.000000 Penalty: 4896.689941
	Iteration 76Q: 3 clusters Score -2291708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2291703.500000 Penalty: 4896.689941
	Iteration 77Q: 3 clusters Score -2291704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2291702.750000 Penalty: 4896.689941
	Iteration 78Q: 3 clusters Score -2291703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2291709.000000 Penalty: 4896.689941
	Iteration 79Q: 3 clusters Score -2291709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2291712.500000 Penalty: 4896.689941
	Iteration 80F: 3 clusters Score -2291712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2291711.250000 Penalty: 4896.689941
	Iteration 81Q: 3 clusters Score -2291711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2291717.000000 Penalty: 4896.689941
	Iteration 82Q: 3 clusters Score -2291717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2291719.750000 Penalty: 4896.689941
	Iteration 83Q: 3 clusters Score -2291720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2291720.750000 Penalty: 4896.689941
	Iteration 84Q: 3 clusters Score -2291721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2291719.000000 Penalty: 4896.689941
	Iteration 85Q: 3 clusters Score -2291719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2291724.500000 Penalty: 4896.689941
	Iteration 86Q: 3 clusters Score -2291724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2291729.000000 Penalty: 4896.689941
	Iteration 87Q: 3 clusters Score -2291729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2291728.750000 Penalty: 4896.689941
	Iteration 88Q: 3 clusters Score -2291729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2291729.000000 Penalty: 4896.689941
	Iteration 89Q: 3 clusters Score -2291729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2291729.500000 Penalty: 4896.689941
	Iteration 90Q: 3 clusters Score -2291730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2291732.000000 Penalty: 4896.689941
	Iteration 91Q: 3 clusters Score -2291732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2291731.000000 Penalty: 4896.689941
	Iteration 92Q: 3 clusters Score -2291731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2291728.000000 Penalty: 4896.689941
	Iteration 93Q: 3 clusters Score -2291728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2291725.750000 Penalty: 4896.689941
	Iteration 94Q: 3 clusters Score -2291726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2291730.750000 Penalty: 4896.689941
	Iteration 95Q: 3 clusters Score -2291731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2291735.000000 Penalty: 4896.689941
	Iteration 96Q: 3 clusters Score -2291735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2291732.750000 Penalty: 4896.689941
	Iteration 97Q: 3 clusters Score -2291733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2291731.750000 Penalty: 4896.689941
	Iteration 98Q: 3 clusters Score -2291732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2291734.000000 Penalty: 4896.689941
	Iteration 99Q: 3 clusters Score -2291734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2291732.500000 Penalty: 4896.689941
	Iteration 100F: 3 clusters Score -2291732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2291740.500000 Penalty: 4896.689941
	Iteration 101Q: 3 clusters Score -2291740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2291742.000000 Penalty: 4896.689941
	Iteration 102Q: 3 clusters Score -2291742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2291750.750000 Penalty: 4896.689941
	Iteration 103Q: 3 clusters Score -2291751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2291754.750000 Penalty: 4896.689941
	Iteration 104Q: 3 clusters Score -2291755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2291756.750000 Penalty: 4896.689941
	Iteration 105Q: 3 clusters Score -2291757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2291764.000000 Penalty: 4896.689941
	Iteration 106Q: 3 clusters Score -2291764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2291770.250000 Penalty: 4896.689941
	Iteration 107Q: 3 clusters Score -2291770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2291771.500000 Penalty: 4896.689941
	Iteration 108Q: 3 clusters Score -2291772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2291771.000000 Penalty: 4896.689941
	Iteration 109Q: 3 clusters Score -2291771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2291767.500000 Penalty: 4896.689941
	Iteration 110Q: 3 clusters Score -2291768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2291777.000000 Penalty: 4896.689941
	Iteration 111Q: 3 clusters Score -2291777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2291780.250000 Penalty: 4896.689941
	Iteration 112Q: 3 clusters Score -2291780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2291778.000000 Penalty: 4896.689941
	Iteration 113Q: 3 clusters Score -2291778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2291789.250000 Penalty: 4896.689941
	Iteration 114Q: 3 clusters Score -2291789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2291785.750000 Penalty: 4896.689941
	Iteration 115Q: 3 clusters Score -2291786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2291782.500000 Penalty: 4896.689941
	Iteration 116Q: 3 clusters Score -2291782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2291790.000000 Penalty: 4896.689941
	Iteration 117Q: 3 clusters Score -2291790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2291798.000000 Penalty: 4896.689941
	Iteration 118Q: 3 clusters Score -2291798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2291807.000000 Penalty: 4896.689941
	Iteration 119Q: 3 clusters Score -2291807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2291802.250000 Penalty: 4896.689941
	Iteration 120F: 3 clusters Score -2291802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2291806.000000 Penalty: 4896.689941
	Iteration 121Q: 3 clusters Score -2291806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2291807.250000 Penalty: 4896.689941
	Iteration 122Q: 3 clusters Score -2291807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2291809.000000 Penalty: 4896.689941
	Iteration 123Q: 3 clusters Score -2291809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2291805.000000 Penalty: 4896.689941
	Iteration 124Q: 3 clusters Score -2291805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2291805.000000 Penalty: 4896.689941
	Iteration 125Q: 3 clusters Score -2291805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2291809.750000 Penalty: 4896.689941
	Iteration 126Q: 3 clusters Score -2291810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2291809.250000 Penalty: 4896.689941
	Iteration 127Q: 3 clusters Score -2291809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2291809.250000 Penalty: 4896.689941
	Iteration 128Q: 3 clusters Score -2291809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2291808.500000 Penalty: 4896.689941
	Iteration 129Q: 3 clusters Score -2291808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2291812.000000 Penalty: 4896.689941
	Iteration 130Q: 3 clusters Score -2291812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2291809.250000 Penalty: 4896.689941
	Iteration 131Q: 3 clusters Score -2291809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2291809.000000 Penalty: 4896.689941
	Iteration 132Q: 3 clusters Score -2291809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2291818.500000 Penalty: 4896.689941
	Iteration 133Q: 3 clusters Score -2291818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2291815.250000 Penalty: 4896.689941
	Iteration 134Q: 3 clusters Score -2291815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2291813.750000 Penalty: 4896.689941
	Iteration 135Q: 3 clusters Score -2291814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2291816.250000 Penalty: 4896.689941
	Iteration 136Q: 3 clusters Score -2291816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2291823.000000 Penalty: 4896.689941
	Iteration 137Q: 3 clusters Score -2291823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2291823.750000 Penalty: 4896.689941
	Iteration 138Q: 3 clusters Score -2291824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2291827.750000 Penalty: 4896.689941
	Iteration 139Q: 3 clusters Score -2291828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2291824.500000 Penalty: 4896.689941
	Iteration 140F: 3 clusters Score -2291824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2291825.000000 Penalty: 4896.689941
	Iteration 141Q: 3 clusters Score -2291825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2291829.500000 Penalty: 4896.689941
	Iteration 142Q: 3 clusters Score -2291830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2291824.750000 Penalty: 4896.689941
	Iteration 143Q: 3 clusters Score -2291825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2291833.000000 Penalty: 4896.689941
	Iteration 144Q: 3 clusters Score -2291833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2291833.750000 Penalty: 4896.689941
	Iteration 145Q: 3 clusters Score -2291834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2291829.500000 Penalty: 4896.689941
	Iteration 146Q: 3 clusters Score -2291830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2291832.500000 Penalty: 4896.689941
	Iteration 147Q: 3 clusters Score -2291832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2291837.250000 Penalty: 4896.689941
	Iteration 148Q: 3 clusters Score -2291837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2291837.000000 Penalty: 4896.689941
	Iteration 149Q: 3 clusters Score -2291837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2291839.500000 Penalty: 4896.689941
	Iteration 150Q: 3 clusters Score -2291840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2291846.000000 Penalty: 4896.689941
	Iteration 151Q: 3 clusters Score -2291846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2291848.000000 Penalty: 4896.689941
	Iteration 152Q: 3 clusters Score -2291848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2291854.000000 Penalty: 4896.689941
	Iteration 153Q: 3 clusters Score -2291854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2291851.500000 Penalty: 4896.689941
	Iteration 154Q: 3 clusters Score -2291852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2291855.500000 Penalty: 4896.689941
	Iteration 155Q: 3 clusters Score -2291856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2291864.250000 Penalty: 4896.689941
	Iteration 156Q: 3 clusters Score -2291864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2291861.750000 Penalty: 4896.689941
	Iteration 157Q: 3 clusters Score -2291862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2291874.500000 Penalty: 4896.689941
	Iteration 158Q: 3 clusters Score -2291874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2291871.000000 Penalty: 4896.689941
	Iteration 159Q: 3 clusters Score -2291871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2291875.000000 Penalty: 4896.689941
	Iteration 160F: 3 clusters Score -2291875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2291885.750000 Penalty: 4896.689941
	Iteration 161Q: 3 clusters Score -2291886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2291891.500000 Penalty: 4896.689941
	Iteration 162Q: 3 clusters Score -2291892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2291894.750000 Penalty: 4896.689941
	Iteration 163Q: 3 clusters Score -2291895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2291892.750000 Penalty: 4896.689941
	Iteration 164Q: 3 clusters Score -2291893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2291895.000000 Penalty: 4896.689941
	Iteration 165Q: 3 clusters Score -2291895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2291893.500000 Penalty: 4896.689941
	Iteration 166Q: 3 clusters Score -2291894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2291896.750000 Penalty: 4896.689941
	Iteration 167Q: 3 clusters Score -2291897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2291902.250000 Penalty: 4896.689941
	Iteration 168Q: 3 clusters Score -2291902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2291902.500000 Penalty: 4896.689941
	Iteration 169Q: 3 clusters Score -2291902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2291905.750000 Penalty: 4896.689941
	Iteration 170Q: 3 clusters Score -2291906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2291908.000000 Penalty: 4896.689941
	Iteration 171Q: 3 clusters Score -2291908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2291908.000000 Penalty: 4896.689941
	Iteration 172Q: 3 clusters Score -2291908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2291907.250000 Penalty: 4896.689941
	Iteration 173Q: 3 clusters Score -2291907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2291908.750000 Penalty: 4896.689941
	Iteration 174Q: 3 clusters Score -2291909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2291914.250000 Penalty: 4896.689941
	Iteration 175Q: 3 clusters Score -2291914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2291915.750000 Penalty: 4896.689941
	Iteration 176Q: 3 clusters Score -2291916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2291912.750000 Penalty: 4896.689941
	Iteration 177Q: 3 clusters Score -2291913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2291913.500000 Penalty: 4896.689941
	Iteration 178Q: 3 clusters Score -2291914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2291916.000000 Penalty: 4896.689941
	Iteration 179Q: 3 clusters Score -2291916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2291916.750000 Penalty: 4896.689941
	Iteration 180F: 3 clusters Score -2291917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2291924.000000 Penalty: 4896.689941
	Iteration 181Q: 3 clusters Score -2291924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2291920.250000 Penalty: 4896.689941
	Iteration 182Q: 3 clusters Score -2291920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2291919.500000 Penalty: 4896.689941
	Iteration 183Q: 3 clusters Score -2291920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2291919.750000 Penalty: 4896.689941
	Iteration 184Q: 3 clusters Score -2291920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2291916.000000 Penalty: 4896.689941
	Iteration 185Q: 3 clusters Score -2291916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2291922.500000 Penalty: 4896.689941
	Iteration 186Q: 3 clusters Score -2291922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2291923.000000 Penalty: 4896.689941
	Iteration 187Q: 3 clusters Score -2291923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2291918.750000 Penalty: 4896.689941
	Iteration 188Q: 3 clusters Score -2291919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2291920.500000 Penalty: 4896.689941
	Iteration 189Q: 3 clusters Score -2291920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2291924.250000 Penalty: 4896.689941
	Iteration 190Q: 3 clusters Score -2291924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2291924.750000 Penalty: 4896.689941
	Iteration 191Q: 3 clusters Score -2291925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2291925.500000 Penalty: 4896.689941
	Iteration 192Q: 3 clusters Score -2291926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2291923.250000 Penalty: 4896.689941
	Iteration 193Q: 3 clusters Score -2291923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2291926.250000 Penalty: 4896.689941
	Iteration 194Q: 3 clusters Score -2291926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2291929.750000 Penalty: 4896.689941
	Iteration 195Q: 3 clusters Score -2291930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2291924.250000 Penalty: 4896.689941
	Iteration 196Q: 3 clusters Score -2291924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2291922.250000 Penalty: 4896.689941
	Iteration 197Q: 3 clusters Score -2291922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2291923.750000 Penalty: 4896.689941
	Iteration 198Q: 3 clusters Score -2291924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2291923.750000 Penalty: 4896.689941
	Iteration 199Q: 3 clusters Score -2291924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2291926.250000 Penalty: 4896.689941
	Iteration 200F: 3 clusters Score -2291926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2291926.750000 Penalty: 4896.689941
	Iteration 201Q: 3 clusters Score -2291927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2291925.500000 Penalty: 4896.689941
	Iteration 202Q: 3 clusters Score -2291926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2291925.000000 Penalty: 4896.689941
	Iteration 203Q: 3 clusters Score -2291925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2291924.000000 Penalty: 4896.689941
	Iteration 204Q: 3 clusters Score -2291924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2291922.250000 Penalty: 4896.689941
	Iteration 205Q: 3 clusters Score -2291922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2291923.750000 Penalty: 4896.689941
	Iteration 206Q: 3 clusters Score -2291924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2291925.250000 Penalty: 4896.689941
	Iteration 207Q: 3 clusters Score -2291925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2291925.250000 Penalty: 4896.689941
	Iteration 208F: 3 clusters Score -2291925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -80304.195312 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -80304.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78549.187500 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -78549.19 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78771.578125 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -78771.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78826.750000 Penalty: 3276.898682
	Iteration 2Q: 3 clusters Score -78826.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78856.039062 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -78856.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78868.890625 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -78868.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78874.023438 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -78874.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78874.023438 Penalty: 3276.898682
	Iteration 6F: 3 clusters Score -78874.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -130419.203125 Penalty: 1771.028687
	Iteration 0F: 2 clusters Score -130419.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -128450.687500 Penalty: 3542.057373
	Iteration 0F: 3 clusters Score -128450.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -128860.585938 Penalty: 3542.057373
	Iteration 1F: 3 clusters Score -128860.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128999.515625 Penalty: 3542.057373
	Iteration 2F: 3 clusters Score -128999.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -129076.468750 Penalty: 3542.057373
	Iteration 3F: 3 clusters Score -129076.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -129119.640625 Penalty: 3542.057373
	Iteration 4Q: 3 clusters Score -129119.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -129139.781250 Penalty: 3542.057373
	Iteration 5Q: 3 clusters Score -129139.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -129152.625000 Penalty: 3542.057373
	Iteration 6Q: 3 clusters Score -129152.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -129161.992188 Penalty: 3542.057373
	Iteration 7Q: 3 clusters Score -129162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -129192.234375 Penalty: 3542.057373
	Iteration 8Q: 3 clusters Score -129192.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -129229.968750 Penalty: 3542.057373
	Iteration 9Q: 3 clusters Score -129230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -129291.679688 Penalty: 3542.057373
	Iteration 10Q: 3 clusters Score -129291.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -129362.671875 Penalty: 3542.057373
	Iteration 11Q: 3 clusters Score -129362.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -129426.554688 Penalty: 3542.057373
	Iteration 12Q: 3 clusters Score -129426.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -129503.101562 Penalty: 3542.057373
	Iteration 13Q: 3 clusters Score -129503.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -129573.781250 Penalty: 3542.057373
	Iteration 14Q: 3 clusters Score -129573.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -129644.921875 Penalty: 3542.057373
	Iteration 15Q: 3 clusters Score -129644.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -129690.320312 Penalty: 3542.057373
	Iteration 16Q: 3 clusters Score -129690.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -129714.132812 Penalty: 3542.057373
	Iteration 17Q: 3 clusters Score -129714.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -129748.937500 Penalty: 3542.057373
	Iteration 18Q: 3 clusters Score -129748.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -129790.476562 Penalty: 3542.057373
	Iteration 19Q: 3 clusters Score -129790.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -129851.265625 Penalty: 3542.057373
	Iteration 20F: 3 clusters Score -129851.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -129903.250000 Penalty: 3542.057373
	Iteration 21Q: 3 clusters Score -129903.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -129958.578125 Penalty: 3542.057373
	Iteration 22Q: 3 clusters Score -129958.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -129977.273438 Penalty: 3542.057373
	Iteration 23Q: 3 clusters Score -129977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -130007.421875 Penalty: 3542.057373
	Iteration 24Q: 3 clusters Score -130007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -130057.093750 Penalty: 3542.057373
	Iteration 25Q: 3 clusters Score -130057.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -130079.414062 Penalty: 3542.057373
	Iteration 26Q: 3 clusters Score -130079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -130094.210938 Penalty: 3542.057373
	Iteration 27Q: 3 clusters Score -130094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -130101.093750 Penalty: 3542.057373
	Iteration 28Q: 3 clusters Score -130101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -130103.117188 Penalty: 3542.057373
	Iteration 29Q: 3 clusters Score -130103.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -130103.117188 Penalty: 3542.057373
	Iteration 30F: 3 clusters Score -130103.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Entering Unmasked Estep 
Score: -1034782.625000 Penalty: 2250.253662
	Iteration 0F: 2 clusters Score -1034783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1027836.875000 Penalty: 4500.507324
	Iteration 0F: 3 clusters Score -1027837 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1029746.062500 Penalty: 4500.507324
	Iteration 1F: 3 clusters Score -1029746 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1029974.437500 Penalty: 4500.507324
	Iteration 2F: 3 clusters Score -1029974 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1030142.562500 Penalty: 4500.507324
	Iteration 3Q: 3 clusters Score -1030143 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1030283.312500 Penalty: 4500.507324
	Iteration 4Q: 3 clusters Score -1030283 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1030373.375000 Penalty: 4500.507324
	Iteration 5Q: 3 clusters Score -1030373 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1030437.750000 Penalty: 4500.507324
	Iteration 6Q: 3 clusters Score -1030438 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1030494.375000 Penalty: 4500.507324
	Iteration 7Q: 3 clusters Score -1030494 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1030538.562500 Penalty: 4500.507324
	Iteration 8Q: 3 clusters Score -1030539 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1030581.500000 Penalty: 4500.507324
	Iteration 9Q: 3 clusters Score -1030582 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1030625.375000 Penalty: 4500.507324
	Iteration 10Q: 3 clusters Score -1030625 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1030667.437500 Penalty: 4500.507324
	Iteration 11Q: 3 clusters Score -1030667 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1030702.812500 Penalty: 4500.507324
	Iteration 12Q: 3 clusters Score -1030703 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1030734.500000 Penalty: 4500.507324
	Iteration 13Q: 3 clusters Score -1030734 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1030774.187500 Penalty: 4500.507324
	Iteration 14Q: 3 clusters Score -1030774 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1030823.812500 Penalty: 4500.507324
	Iteration 15Q: 3 clusters Score -1030824 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1030873.812500 Penalty: 4500.507324
	Iteration 16Q: 3 clusters Score -1030874 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1030938.062500 Penalty: 4500.507324
	Iteration 17Q: 3 clusters Score -1030938 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1031023.062500 Penalty: 4500.507324
	Iteration 18Q: 3 clusters Score -1031023 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1031127.437500 Penalty: 4500.507324
	Iteration 19Q: 3 clusters Score -1031127 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1031241.125000 Penalty: 4500.507324
	Iteration 20F: 3 clusters Score -1031241 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1031356.687500 Penalty: 4500.507324
	Iteration 21Q: 3 clusters Score -1031357 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1031487.437500 Penalty: 4500.507324
	Iteration 22Q: 3 clusters Score -1031487 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1031626.000000 Penalty: 4500.507324
	Iteration 23Q: 3 clusters Score -1031626 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1031770.062500 Penalty: 4500.507324
	Iteration 24Q: 3 clusters Score -1031770 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1031916.750000 Penalty: 4500.507324
	Iteration 25Q: 3 clusters Score -1031917 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1032059.250000 Penalty: 4500.507324
	Iteration 26Q: 3 clusters Score -1032059 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1032181.625000 Penalty: 4500.507324
	Iteration 27Q: 3 clusters Score -1032182 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1032290.500000 Penalty: 4500.507324
	Iteration 28Q: 3 clusters Score -1032290 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1032367.187500 Penalty: 4500.507324
	Iteration 29Q: 3 clusters Score -1032367 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1032434.750000 Penalty: 4500.507324
	Iteration 30Q: 3 clusters Score -1032435 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1032494.312500 Penalty: 4500.507324
	Iteration 31Q: 3 clusters Score -1032494 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1032553.500000 Penalty: 4500.507324
	Iteration 32Q: 3 clusters Score -1032554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1032603.312500 Penalty: 4500.507324
	Iteration 33Q: 3 clusters Score -1032603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1032634.750000 Penalty: 4500.507324
	Iteration 34Q: 3 clusters Score -1032635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1032663.375000 Penalty: 4500.507324
	Iteration 35Q: 3 clusters Score -1032663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1032690.500000 Penalty: 4500.507324
	Iteration 36Q: 3 clusters Score -1032690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1032710.375000 Penalty: 4500.507324
	Iteration 37Q: 3 clusters Score -1032710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1032735.812500 Penalty: 4500.507324
	Iteration 38Q: 3 clusters Score -1032736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1032755.375000 Penalty: 4500.507324
	Iteration 39Q: 3 clusters Score -1032755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1032769.875000 Penalty: 4500.507324
	Iteration 40F: 3 clusters Score -1032770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1032786.312500 Penalty: 4500.507324
	Iteration 41Q: 3 clusters Score -1032786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1032800.312500 Penalty: 4500.507324
	Iteration 42Q: 3 clusters Score -1032800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1032811.250000 Penalty: 4500.507324
	Iteration 43Q: 3 clusters Score -1032811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1032822.812500 Penalty: 4500.507324
	Iteration 44Q: 3 clusters Score -1032823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1032830.187500 Penalty: 4500.507324
	Iteration 45Q: 3 clusters Score -1032830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1032834.000000 Penalty: 4500.507324
	Iteration 46Q: 3 clusters Score -1032834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1032843.875000 Penalty: 4500.507324
	Iteration 47Q: 3 clusters Score -1032844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1032847.000000 Penalty: 4500.507324
	Iteration 48Q: 3 clusters Score -1032847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1032848.250000 Penalty: 4500.507324
	Iteration 49Q: 3 clusters Score -1032848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1032852.062500 Penalty: 4500.507324
	Iteration 50Q: 3 clusters Score -1032852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1032853.875000 Penalty: 4500.507324
	Iteration 51Q: 3 clusters Score -1032854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1032855.000000 Penalty: 4500.507324
	Iteration 52Q: 3 clusters Score -1032855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1032854.500000 Penalty: 4500.507324
	Iteration 53Q: 3 clusters Score -1032854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1032854.500000 Penalty: 4500.507324
	Iteration 54F: 3 clusters Score -1032854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Entering Unmasked Estep 
Score: -452363.750000 Penalty: 2051.090088
	Iteration 0F: 2 clusters Score -452363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -448488.906250 Penalty: 4102.180176
	Iteration 0F: 3 clusters Score -448488.9 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -449374.218750 Penalty: 4102.180176
	Iteration 1F: 3 clusters Score -449374.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -449603.125000 Penalty: 4102.180176
	Iteration 2F: 3 clusters Score -449603.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -449731.843750 Penalty: 4102.180176
	Iteration 3F: 3 clusters Score -449731.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -449813.687500 Penalty: 4102.180176
	Iteration 4Q: 3 clusters Score -449813.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -449869.812500 Penalty: 4102.180176
	Iteration 5Q: 3 clusters Score -449869.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -449920.218750 Penalty: 4102.180176
	Iteration 6Q: 3 clusters Score -449920.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -449952.687500 Penalty: 4102.180176
	Iteration 7Q: 3 clusters Score -449952.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -449978.000000 Penalty: 4102.180176
	Iteration 8Q: 3 clusters Score -449978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -450004.593750 Penalty: 4102.180176
	Iteration 9Q: 3 clusters Score -450004.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -450018.500000 Penalty: 4102.180176
	Iteration 10Q: 3 clusters Score -450018.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -450030.906250 Penalty: 4102.180176
	Iteration 11Q: 3 clusters Score -450030.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -450042.500000 Penalty: 4102.180176
	Iteration 12Q: 3 clusters Score -450042.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -450051.218750 Penalty: 4102.180176
	Iteration 13Q: 3 clusters Score -450051.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -450061.312500 Penalty: 4102.180176
	Iteration 14Q: 3 clusters Score -450061.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -450071.500000 Penalty: 4102.180176
	Iteration 15Q: 3 clusters Score -450071.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -450084.437500 Penalty: 4102.180176
	Iteration 16Q: 3 clusters Score -450084.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -450097.093750 Penalty: 4102.180176
	Iteration 17Q: 3 clusters Score -450097.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -450106.625000 Penalty: 4102.180176
	Iteration 18Q: 3 clusters Score -450106.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -450114.593750 Penalty: 4102.180176
	Iteration 19Q: 3 clusters Score -450114.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -450121.000000 Penalty: 4102.180176
	Iteration 20F: 3 clusters Score -450121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -450125.812500 Penalty: 4102.180176
	Iteration 21Q: 3 clusters Score -450125.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -450130.031250 Penalty: 4102.180176
	Iteration 22Q: 3 clusters Score -450130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -450136.593750 Penalty: 4102.180176
	Iteration 23Q: 3 clusters Score -450136.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -450143.312500 Penalty: 4102.180176
	Iteration 24Q: 3 clusters Score -450143.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -450151.906250 Penalty: 4102.180176
	Iteration 25Q: 3 clusters Score -450151.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -450159.125000 Penalty: 4102.180176
	Iteration 26Q: 3 clusters Score -450159.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -450167.437500 Penalty: 4102.180176
	Iteration 27Q: 3 clusters Score -450167.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -450175.437500 Penalty: 4102.180176
	Iteration 28Q: 3 clusters Score -450175.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -450181.093750 Penalty: 4102.180176
	Iteration 29Q: 3 clusters Score -450181.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -450184.187500 Penalty: 4102.180176
	Iteration 30Q: 3 clusters Score -450184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -450188.156250 Penalty: 4102.180176
	Iteration 31Q: 3 clusters Score -450188.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -450193.343750 Penalty: 4102.180176
	Iteration 32Q: 3 clusters Score -450193.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -450197.718750 Penalty: 4102.180176
	Iteration 33Q: 3 clusters Score -450197.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -450200.687500 Penalty: 4102.180176
	Iteration 34Q: 3 clusters Score -450200.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -450203.718750 Penalty: 4102.180176
	Iteration 35Q: 3 clusters Score -450203.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -450206.218750 Penalty: 4102.180176
	Iteration 36Q: 3 clusters Score -450206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -450209.593750 Penalty: 4102.180176
	Iteration 37Q: 3 clusters Score -450209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -450211.687500 Penalty: 4102.180176
	Iteration 38Q: 3 clusters Score -450211.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -450214.437500 Penalty: 4102.180176
	Iteration 39Q: 3 clusters Score -450214.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -450220.218750 Penalty: 4102.180176
	Iteration 40F: 3 clusters Score -450220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -450224.812500 Penalty: 4102.180176
	Iteration 41Q: 3 clusters Score -450224.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -450229.843750 Penalty: 4102.180176
	Iteration 42Q: 3 clusters Score -450229.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -450236.593750 Penalty: 4102.180176
	Iteration 43Q: 3 clusters Score -450236.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -450239.781250 Penalty: 4102.180176
	Iteration 44Q: 3 clusters Score -450239.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -450245.937500 Penalty: 4102.180176
	Iteration 45Q: 3 clusters Score -450245.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -450250.156250 Penalty: 4102.180176
	Iteration 46Q: 3 clusters Score -450250.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -450254.812500 Penalty: 4102.180176
	Iteration 47Q: 3 clusters Score -450254.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -450259.343750 Penalty: 4102.180176
	Iteration 48Q: 3 clusters Score -450259.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -450264.843750 Penalty: 4102.180176
	Iteration 49Q: 3 clusters Score -450264.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -450267.875000 Penalty: 4102.180176
	Iteration 50Q: 3 clusters Score -450267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -450271.093750 Penalty: 4102.180176
	Iteration 51Q: 3 clusters Score -450271.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -450274.437500 Penalty: 4102.180176
	Iteration 52Q: 3 clusters Score -450274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -450276.812500 Penalty: 4102.180176
	Iteration 53Q: 3 clusters Score -450276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -450280.843750 Penalty: 4102.180176
	Iteration 54Q: 3 clusters Score -450280.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -450282.750000 Penalty: 4102.180176
	Iteration 55Q: 3 clusters Score -450282.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -450286.906250 Penalty: 4102.180176
	Iteration 56Q: 3 clusters Score -450286.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -450289.750000 Penalty: 4102.180176
	Iteration 57Q: 3 clusters Score -450289.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -450291.218750 Penalty: 4102.180176
	Iteration 58Q: 3 clusters Score -450291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -450292.093750 Penalty: 4102.180176
	Iteration 59Q: 3 clusters Score -450292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -450292.343750 Penalty: 4102.180176
	Iteration 60F: 3 clusters Score -450292.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -450293.531250 Penalty: 4102.180176
	Iteration 61Q: 3 clusters Score -450293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -450292.656250 Penalty: 4102.180176
	Iteration 62Q: 3 clusters Score -450292.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -450294.531250 Penalty: 4102.180176
	Iteration 63Q: 3 clusters Score -450294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -450295.562500 Penalty: 4102.180176
	Iteration 64Q: 3 clusters Score -450295.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -450296.406250 Penalty: 4102.180176
	Iteration 65Q: 3 clusters Score -450296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -450300.000000 Penalty: 4102.180176
	Iteration 66Q: 3 clusters Score -450300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -450302.156250 Penalty: 4102.180176
	Iteration 67Q: 3 clusters Score -450302.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -450306.312500 Penalty: 4102.180176
	Iteration 68Q: 3 clusters Score -450306.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -450309.093750 Penalty: 4102.180176
	Iteration 69Q: 3 clusters Score -450309.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -450312.875000 Penalty: 4102.180176
	Iteration 70Q: 3 clusters Score -450312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -450315.812500 Penalty: 4102.180176
	Iteration 71Q: 3 clusters Score -450315.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -450319.125000 Penalty: 4102.180176
	Iteration 72Q: 3 clusters Score -450319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -450320.468750 Penalty: 4102.180176
	Iteration 73Q: 3 clusters Score -450320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -450319.687500 Penalty: 4102.180176
	Iteration 74Q: 3 clusters Score -450319.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -450321.937500 Penalty: 4102.180176
	Iteration 75Q: 3 clusters Score -450321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -450322.781250 Penalty: 4102.180176
	Iteration 76Q: 3 clusters Score -450322.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -450322.781250 Penalty: 4102.180176
	Iteration 77F: 3 clusters Score -450322.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (156768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156768 members 
Entering Unmasked Estep 
Score: -18221530.000000 Penalty: 2966.705566
	Iteration 0F: 2 clusters Score -1.822153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78443 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -18117044.000000 Penalty: 5933.411133
	Iteration 0F: 3 clusters Score -1.811704e+07 nChanged 75114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -18161652.000000 Penalty: 5933.411133
	Iteration 1F: 3 clusters Score -1.816165e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -18163654.000000 Penalty: 5933.411133
	Iteration 2Q: 3 clusters Score -1.816365e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -18166878.000000 Penalty: 5933.411133
	Iteration 3Q: 3 clusters Score -1.816688e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -18171148.000000 Penalty: 5933.411133
	Iteration 4F: 3 clusters Score -1.817115e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95063 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -18177530.000000 Penalty: 5933.411133
	Iteration 5F: 3 clusters Score -1.817753e+07 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -18185566.000000 Penalty: 5933.411133
	Iteration 6F: 3 clusters Score -1.818557e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108724 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -18195468.000000 Penalty: 5933.411133
	Iteration 7F: 3 clusters Score -1.819547e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -18203792.000000 Penalty: 5933.411133
	Iteration 8F: 3 clusters Score -1.820379e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117446 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -18207620.000000 Penalty: 5933.411133
	Iteration 9Q: 3 clusters Score -1.820762e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120034 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -18209408.000000 Penalty: 5933.411133
	Iteration 10Q: 3 clusters Score -1.820941e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122404 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -18210714.000000 Penalty: 5933.411133
	Iteration 11Q: 3 clusters Score -1.821071e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -18211628.000000 Penalty: 5933.411133
	Iteration 12Q: 3 clusters Score -1.821163e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126487 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -18212396.000000 Penalty: 5933.411133
	Iteration 13Q: 3 clusters Score -1.82124e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128424 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -18213084.000000 Penalty: 5933.411133
	Iteration 14Q: 3 clusters Score -1.821308e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130187 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -18213658.000000 Penalty: 5933.411133
	Iteration 15Q: 3 clusters Score -1.821366e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131824 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -18214236.000000 Penalty: 5933.411133
	Iteration 16Q: 3 clusters Score -1.821424e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133399 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -18214694.000000 Penalty: 5933.411133
	Iteration 17Q: 3 clusters Score -1.821469e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134837 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -18215046.000000 Penalty: 5933.411133
	Iteration 18Q: 3 clusters Score -1.821505e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136245 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -18215450.000000 Penalty: 5933.411133
	Iteration 19Q: 3 clusters Score -1.821545e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137627 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -18215804.000000 Penalty: 5933.411133
	Iteration 20F: 3 clusters Score -1.82158e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138982 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -18216212.000000 Penalty: 5933.411133
	Iteration 21Q: 3 clusters Score -1.821621e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140319 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -18216556.000000 Penalty: 5933.411133
	Iteration 22Q: 3 clusters Score -1.821656e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141557 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -18216934.000000 Penalty: 5933.411133
	Iteration 23Q: 3 clusters Score -1.821693e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142770 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -18217260.000000 Penalty: 5933.411133
	Iteration 24Q: 3 clusters Score -1.821726e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143896 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -18217496.000000 Penalty: 5933.411133
	Iteration 25Q: 3 clusters Score -1.82175e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144955 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -18217856.000000 Penalty: 5933.411133
	Iteration 26Q: 3 clusters Score -1.821786e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145920 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -18218030.000000 Penalty: 5933.411133
	Iteration 27Q: 3 clusters Score -1.821803e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146795 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -18218304.000000 Penalty: 5933.411133
	Iteration 28Q: 3 clusters Score -1.82183e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147636 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -18218574.000000 Penalty: 5933.411133
	Iteration 29Q: 3 clusters Score -1.821857e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148410 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -18218834.000000 Penalty: 5933.411133
	Iteration 30Q: 3 clusters Score -1.821883e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149107 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -18219018.000000 Penalty: 5933.411133
	Iteration 31Q: 3 clusters Score -1.821902e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149737 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -18219108.000000 Penalty: 5933.411133
	Iteration 32Q: 3 clusters Score -1.821911e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150253 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -18219244.000000 Penalty: 5933.411133
	Iteration 33Q: 3 clusters Score -1.821924e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150733 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -18219282.000000 Penalty: 5933.411133
	Iteration 34Q: 3 clusters Score -1.821928e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151129 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -18219372.000000 Penalty: 5933.411133
	Iteration 35Q: 3 clusters Score -1.821937e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -18219396.000000 Penalty: 5933.411133
	Iteration 36Q: 3 clusters Score -1.82194e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151773 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -18219494.000000 Penalty: 5933.411133
	Iteration 37Q: 3 clusters Score -1.821949e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152057 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -18219546.000000 Penalty: 5933.411133
	Iteration 38Q: 3 clusters Score -1.821955e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152310 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -18219580.000000 Penalty: 5933.411133
	Iteration 39Q: 3 clusters Score -1.821958e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -18219596.000000 Penalty: 5933.411133
	Iteration 40F: 3 clusters Score -1.82196e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152729 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -18219630.000000 Penalty: 5933.411133
	Iteration 41Q: 3 clusters Score -1.821963e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152893 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -18219676.000000 Penalty: 5933.411133
	Iteration 42Q: 3 clusters Score -1.821968e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153035 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -18219702.000000 Penalty: 5933.411133
	Iteration 43Q: 3 clusters Score -1.82197e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153182 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -18219744.000000 Penalty: 5933.411133
	Iteration 44Q: 3 clusters Score -1.821974e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153309 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -18219754.000000 Penalty: 5933.411133
	Iteration 45Q: 3 clusters Score -1.821975e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153416 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -18219782.000000 Penalty: 5933.411133
	Iteration 46Q: 3 clusters Score -1.821978e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153505 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -18219774.000000 Penalty: 5933.411133
	Iteration 47Q: 3 clusters Score -1.821977e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153594 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -18219816.000000 Penalty: 5933.411133
	Iteration 48Q: 3 clusters Score -1.821982e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153666 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -18219812.000000 Penalty: 5933.411133
	Iteration 49Q: 3 clusters Score -1.821981e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153726 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -18219830.000000 Penalty: 5933.411133
	Iteration 50Q: 3 clusters Score -1.821983e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153785 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -18219822.000000 Penalty: 5933.411133
	Iteration 51Q: 3 clusters Score -1.821982e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153849 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -18219832.000000 Penalty: 5933.411133
	Iteration 52Q: 3 clusters Score -1.821983e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153894 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -18219868.000000 Penalty: 5933.411133
	Iteration 53Q: 3 clusters Score -1.821987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153928 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -18219850.000000 Penalty: 5933.411133
	Iteration 54Q: 3 clusters Score -1.821985e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153962 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -18219854.000000 Penalty: 5933.411133
	Iteration 55Q: 3 clusters Score -1.821985e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154001 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -18219858.000000 Penalty: 5933.411133
	Iteration 56Q: 3 clusters Score -1.821986e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154024 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -18219854.000000 Penalty: 5933.411133
	Iteration 57Q: 3 clusters Score -1.821985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154051 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -18219860.000000 Penalty: 5933.411133
	Iteration 58Q: 3 clusters Score -1.821986e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154082 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -18219862.000000 Penalty: 5933.411133
	Iteration 59Q: 3 clusters Score -1.821986e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154109 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -18219872.000000 Penalty: 5933.411133
	Iteration 60F: 3 clusters Score -1.821987e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154132 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -18219864.000000 Penalty: 5933.411133
	Iteration 61Q: 3 clusters Score -1.821986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -18219860.000000 Penalty: 5933.411133
	Iteration 62Q: 3 clusters Score -1.821986e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154186 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -18219882.000000 Penalty: 5933.411133
	Iteration 63Q: 3 clusters Score -1.821988e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154212 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -18219886.000000 Penalty: 5933.411133
	Iteration 64Q: 3 clusters Score -1.821989e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154236 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -18219870.000000 Penalty: 5933.411133
	Iteration 65Q: 3 clusters Score -1.821987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154258 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -18219868.000000 Penalty: 5933.411133
	Iteration 66Q: 3 clusters Score -1.821987e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154286 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -18219876.000000 Penalty: 5933.411133
	Iteration 67Q: 3 clusters Score -1.821988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154304 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -18219874.000000 Penalty: 5933.411133
	Iteration 68Q: 3 clusters Score -1.821987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154321 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -18219864.000000 Penalty: 5933.411133
	Iteration 69Q: 3 clusters Score -1.821986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -18219880.000000 Penalty: 5933.411133
	Iteration 70Q: 3 clusters Score -1.821988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154355 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -18219870.000000 Penalty: 5933.411133
	Iteration 71Q: 3 clusters Score -1.821987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154371 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -18219870.000000 Penalty: 5933.411133
	Iteration 72Q: 3 clusters Score -1.821987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154388 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -18219894.000000 Penalty: 5933.411133
	Iteration 73Q: 3 clusters Score -1.821989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154398 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -18219898.000000 Penalty: 5933.411133
	Iteration 74Q: 3 clusters Score -1.82199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154404 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -18219894.000000 Penalty: 5933.411133
	Iteration 75Q: 3 clusters Score -1.821989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154408 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -18219888.000000 Penalty: 5933.411133
	Iteration 76Q: 3 clusters Score -1.821989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154411 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -18219886.000000 Penalty: 5933.411133
	Iteration 77Q: 3 clusters Score -1.821989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154412 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -18219892.000000 Penalty: 5933.411133
	Iteration 78Q: 3 clusters Score -1.821989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154413 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -18219884.000000 Penalty: 5933.411133
	Iteration 79Q: 3 clusters Score -1.821988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154414 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -18219884.000000 Penalty: 5933.411133
	Iteration 80F: 3 clusters Score -1.821988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154415 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -18219880.000000 Penalty: 5933.411133
	Iteration 81Q: 3 clusters Score -1.821988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154417 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -18219878.000000 Penalty: 5933.411133
	Iteration 82Q: 3 clusters Score -1.821988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154419 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -18219882.000000 Penalty: 5933.411133
	Iteration 83Q: 3 clusters Score -1.821988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154420 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -18219890.000000 Penalty: 5933.411133
	Iteration 84Q: 3 clusters Score -1.821989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154420 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -18219890.000000 Penalty: 5933.411133
	Iteration 85F: 3 clusters Score -1.821989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Entering Unmasked Estep 
Score: -4329129.000000 Penalty: 2617.311279
	Iteration 0F: 2 clusters Score -4329129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4303062.000000 Penalty: 5234.622559
	Iteration 0F: 3 clusters Score -4303062 nChanged 17597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4312837.000000 Penalty: 5234.622559
	Iteration 1F: 3 clusters Score -4312837 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -4313760.000000 Penalty: 5234.622559
	Iteration 2Q: 3 clusters Score -4313760 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4314838.000000 Penalty: 5234.622559
	Iteration 3Q: 3 clusters Score -4314838 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -4316247.000000 Penalty: 5234.622559
	Iteration 4F: 3 clusters Score -4316247 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4318010.500000 Penalty: 5234.622559
	Iteration 5F: 3 clusters Score -4318010 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4320073.500000 Penalty: 5234.622559
	Iteration 6F: 3 clusters Score -4320074 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -4321999.000000 Penalty: 5234.622559
	Iteration 7F: 3 clusters Score -4321999 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4323356.000000 Penalty: 5234.622559
	Iteration 8F: 3 clusters Score -4323356 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -4324065.000000 Penalty: 5234.622559
	Iteration 9Q: 3 clusters Score -4324065 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -4324414.000000 Penalty: 5234.622559
	Iteration 10Q: 3 clusters Score -4324414 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -4324546.500000 Penalty: 5234.622559
	Iteration 11Q: 3 clusters Score -4324546 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -4324606.000000 Penalty: 5234.622559
	Iteration 12Q: 3 clusters Score -4324606 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4324630.000000 Penalty: 5234.622559
	Iteration 13Q: 3 clusters Score -4324630 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -4324657.000000 Penalty: 5234.622559
	Iteration 14Q: 3 clusters Score -4324657 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -4324658.500000 Penalty: 5234.622559
	Iteration 15Q: 3 clusters Score -4324658 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -4324674.000000 Penalty: 5234.622559
	Iteration 16Q: 3 clusters Score -4324674 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -4324693.500000 Penalty: 5234.622559
	Iteration 17Q: 3 clusters Score -4324694 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4324690.000000 Penalty: 5234.622559
	Iteration 18Q: 3 clusters Score -4324690 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -4324718.000000 Penalty: 5234.622559
	Iteration 19Q: 3 clusters Score -4324718 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -4324752.500000 Penalty: 5234.622559
	Iteration 20F: 3 clusters Score -4324752 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -4324761.500000 Penalty: 5234.622559
	Iteration 21Q: 3 clusters Score -4324762 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -4324770.500000 Penalty: 5234.622559
	Iteration 22Q: 3 clusters Score -4324770 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -4324811.500000 Penalty: 5234.622559
	Iteration 23Q: 3 clusters Score -4324812 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -4324846.000000 Penalty: 5234.622559
	Iteration 24Q: 3 clusters Score -4324846 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -4324857.000000 Penalty: 5234.622559
	Iteration 25Q: 3 clusters Score -4324857 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -4324863.500000 Penalty: 5234.622559
	Iteration 26Q: 3 clusters Score -4324864 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -4324873.500000 Penalty: 5234.622559
	Iteration 27Q: 3 clusters Score -4324874 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -4324905.500000 Penalty: 5234.622559
	Iteration 28Q: 3 clusters Score -4324906 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -4324944.000000 Penalty: 5234.622559
	Iteration 29Q: 3 clusters Score -4324944 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4324983.000000 Penalty: 5234.622559
	Iteration 30Q: 3 clusters Score -4324983 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -4325009.000000 Penalty: 5234.622559
	Iteration 31Q: 3 clusters Score -4325009 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -4325040.000000 Penalty: 5234.622559
	Iteration 32Q: 3 clusters Score -4325040 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -4325078.500000 Penalty: 5234.622559
	Iteration 33Q: 3 clusters Score -4325078 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -4325137.000000 Penalty: 5234.622559
	Iteration 34Q: 3 clusters Score -4325137 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -4325184.500000 Penalty: 5234.622559
	Iteration 35Q: 3 clusters Score -4325184 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4325243.500000 Penalty: 5234.622559
	Iteration 36Q: 3 clusters Score -4325244 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -4325310.500000 Penalty: 5234.622559
	Iteration 37Q: 3 clusters Score -4325310 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4325400.500000 Penalty: 5234.622559
	Iteration 38Q: 3 clusters Score -4325400 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4325451.500000 Penalty: 5234.622559
	Iteration 39Q: 3 clusters Score -4325452 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4325544.000000 Penalty: 5234.622559
	Iteration 40F: 3 clusters Score -4325544 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -4325631.000000 Penalty: 5234.622559
	Iteration 41Q: 3 clusters Score -4325631 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -4325734.500000 Penalty: 5234.622559
	Iteration 42Q: 3 clusters Score -4325734 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -4325852.500000 Penalty: 5234.622559
	Iteration 43Q: 3 clusters Score -4325852 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -4325994.500000 Penalty: 5234.622559
	Iteration 44Q: 3 clusters Score -4325994 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4326089.500000 Penalty: 5234.622559
	Iteration 45Q: 3 clusters Score -4326090 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -4326249.000000 Penalty: 5234.622559
	Iteration 46Q: 3 clusters Score -4326249 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -4326472.500000 Penalty: 5234.622559
	Iteration 47Q: 3 clusters Score -4326472 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4326719.000000 Penalty: 5234.622559
	Iteration 48Q: 3 clusters Score -4326719 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -4327030.000000 Penalty: 5234.622559
	Iteration 49Q: 3 clusters Score -4327030 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -4327417.000000 Penalty: 5234.622559
	Iteration 50Q: 3 clusters Score -4327417 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4327939.000000 Penalty: 5234.622559
	Iteration 51Q: 3 clusters Score -4327939 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -4328502.000000 Penalty: 5234.622559
	Iteration 52Q: 3 clusters Score -4328502 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4328702.500000 Penalty: 5234.622559
	Iteration 53Q: 3 clusters Score -4328702 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -4328756.000000 Penalty: 5234.622559
	Iteration 54Q: 3 clusters Score -4328756 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -4328783.000000 Penalty: 5234.622559
	Iteration 55Q: 3 clusters Score -4328783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -4328792.000000 Penalty: 5234.622559
	Iteration 56Q: 3 clusters Score -4328792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -4328789.000000 Penalty: 5234.622559
	Iteration 57Q: 3 clusters Score -4328789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -4328791.500000 Penalty: 5234.622559
	Iteration 58Q: 3 clusters Score -4328792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4328804.500000 Penalty: 5234.622559
	Iteration 59Q: 3 clusters Score -4328804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -4328810.500000 Penalty: 5234.622559
	Iteration 60F: 3 clusters Score -4328810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -4328816.500000 Penalty: 5234.622559
	Iteration 61Q: 3 clusters Score -4328816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -4328815.500000 Penalty: 5234.622559
	Iteration 62Q: 3 clusters Score -4328816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -4328819.500000 Penalty: 5234.622559
	Iteration 63Q: 3 clusters Score -4328820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -4328822.000000 Penalty: 5234.622559
	Iteration 64Q: 3 clusters Score -4328822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -4328821.000000 Penalty: 5234.622559
	Iteration 65Q: 3 clusters Score -4328821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -4328818.500000 Penalty: 5234.622559
	Iteration 66Q: 3 clusters Score -4328818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -4328816.000000 Penalty: 5234.622559
	Iteration 67Q: 3 clusters Score -4328816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -4328820.500000 Penalty: 5234.622559
	Iteration 68Q: 3 clusters Score -4328820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -4328823.500000 Penalty: 5234.622559
	Iteration 69Q: 3 clusters Score -4328824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -4328821.500000 Penalty: 5234.622559
	Iteration 70Q: 3 clusters Score -4328822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -4328822.000000 Penalty: 5234.622559
	Iteration 71Q: 3 clusters Score -4328822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -4328818.500000 Penalty: 5234.622559
	Iteration 72Q: 3 clusters Score -4328818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -4328818.000000 Penalty: 5234.622559
	Iteration 73Q: 3 clusters Score -4328818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -4328816.000000 Penalty: 5234.622559
	Iteration 74Q: 3 clusters Score -4328816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -4328816.000000 Penalty: 5234.622559
	Iteration 75F: 3 clusters Score -4328816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (129778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129778 members 
Entering Unmasked Estep 
Score: -15226698.000000 Penalty: 2919.847900
	Iteration 0F: 2 clusters Score -1.52267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -15139729.000000 Penalty: 5839.695801
	Iteration 0F: 3 clusters Score -1.513973e+07 nChanged 61880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -15175319.000000 Penalty: 5839.695801
	Iteration 1F: 3 clusters Score -1.517532e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -15176144.000000 Penalty: 5839.695801
	Iteration 2Q: 3 clusters Score -1.517614e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -15177225.000000 Penalty: 5839.695801
	Iteration 3Q: 3 clusters Score -1.517722e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -15178449.000000 Penalty: 5839.695801
	Iteration 4Q: 3 clusters Score -1.517845e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -15180397.000000 Penalty: 5839.695801
	Iteration 5Q: 3 clusters Score -1.51804e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -15183771.000000 Penalty: 5839.695801
	Iteration 6Q: 3 clusters Score -1.518377e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87106 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -15188510.000000 Penalty: 5839.695801
	Iteration 7F: 3 clusters Score -1.518851e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -15195231.000000 Penalty: 5839.695801
	Iteration 8F: 3 clusters Score -1.519523e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103547 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -15202775.000000 Penalty: 5839.695801
	Iteration 9F: 3 clusters Score -1.520278e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110896 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -15209470.000000 Penalty: 5839.695801
	Iteration 10F: 3 clusters Score -1.520947e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116612 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -15214413.000000 Penalty: 5839.695801
	Iteration 11Q: 3 clusters Score -1.521441e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -15217825.000000 Penalty: 5839.695801
	Iteration 12Q: 3 clusters Score -1.521782e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123571 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -15220195.000000 Penalty: 5839.695801
	Iteration 13Q: 3 clusters Score -1.52202e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125540 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -15221705.000000 Penalty: 5839.695801
	Iteration 14Q: 3 clusters Score -1.52217e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126826 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -15222627.000000 Penalty: 5839.695801
	Iteration 15Q: 3 clusters Score -1.522263e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127667 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -15223170.000000 Penalty: 5839.695801
	Iteration 16Q: 3 clusters Score -1.522317e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128221 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15223567.000000 Penalty: 5839.695801
	Iteration 17Q: 3 clusters Score -1.522357e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128578 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15223844.000000 Penalty: 5839.695801
	Iteration 18Q: 3 clusters Score -1.522384e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128791 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -15223989.000000 Penalty: 5839.695801
	Iteration 19Q: 3 clusters Score -1.522399e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128923 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -15224073.000000 Penalty: 5839.695801
	Iteration 20F: 3 clusters Score -1.522407e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129014 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -15224130.000000 Penalty: 5839.695801
	Iteration 21Q: 3 clusters Score -1.522413e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129072 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -15224169.000000 Penalty: 5839.695801
	Iteration 22Q: 3 clusters Score -1.522417e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129113 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -15224190.000000 Penalty: 5839.695801
	Iteration 23Q: 3 clusters Score -1.522419e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129143 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -15224208.000000 Penalty: 5839.695801
	Iteration 24Q: 3 clusters Score -1.522421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129166 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -15224230.000000 Penalty: 5839.695801
	Iteration 25Q: 3 clusters Score -1.522423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129187 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -15224237.000000 Penalty: 5839.695801
	Iteration 26Q: 3 clusters Score -1.522424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129202 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -15224250.000000 Penalty: 5839.695801
	Iteration 27Q: 3 clusters Score -1.522425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129208 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -15224257.000000 Penalty: 5839.695801
	Iteration 28Q: 3 clusters Score -1.522426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129210 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -15224257.000000 Penalty: 5839.695801
	Iteration 29Q: 3 clusters Score -1.522426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129213 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15224262.000000 Penalty: 5839.695801
	Iteration 30Q: 3 clusters Score -1.522426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129214 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -15224270.000000 Penalty: 5839.695801
	Iteration 31Q: 3 clusters Score -1.522427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129215 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -15224276.000000 Penalty: 5839.695801
	Iteration 32Q: 3 clusters Score -1.522428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129217 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15224268.000000 Penalty: 5839.695801
	Iteration 33Q: 3 clusters Score -1.522427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129218 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -15224273.000000 Penalty: 5839.695801
	Iteration 34Q: 3 clusters Score -1.522427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129219 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -15224271.000000 Penalty: 5839.695801
	Iteration 35Q: 3 clusters Score -1.522427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129219 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -15224271.000000 Penalty: 5839.695801
	Iteration 36F: 3 clusters Score -1.522427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 22830 members 
Mstep: Class 3 contains 14872 members 
Mstep: Class 6 contains 208783 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 15478 members 
Mstep: Class 10 contains 19387 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8722 members 
Mstep: Class 17 contains 3907 members 
Mstep: Class 20 contains 156768 members 
Mstep: Class 23 contains 38318 members 
Mstep: Class 24 contains 129778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647832.000000 Penalty: 49803.171875
Iteration 159Q: 16 clusters Score -7.464783e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 22844 members 
Mstep: Class 3 contains 14871 members 
Mstep: Class 6 contains 208887 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 15466 members 
Mstep: Class 10 contains 19373 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8722 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 20 contains 156743 members 
Mstep: Class 23 contains 38303 members 
Mstep: Class 24 contains 129745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647848.000000 Penalty: 49803.171875
Iteration 160F: 16 clusters Score -7.464785e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 22851 members 
Mstep: Class 3 contains 14868 members 
Mstep: Class 6 contains 209014 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 15454 members 
Mstep: Class 10 contains 19362 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 20 contains 156695 members 
Mstep: Class 23 contains 38292 members 
Mstep: Class 24 contains 129712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647744.000000 Penalty: 49803.171875
Iteration 161Q: 16 clusters Score -7.464774e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 22873 members 
Mstep: Class 3 contains 14865 members 
Mstep: Class 6 contains 209140 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 9 contains 15447 members 
Mstep: Class 10 contains 19351 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 20 contains 156622 members 
Mstep: Class 23 contains 38277 members 
Mstep: Class 24 contains 129685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647736.000000 Penalty: 49803.171875
Iteration 162Q: 16 clusters Score -7.464774e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 14857 members 
Mstep: Class 6 contains 209329 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 15437 members 
Mstep: Class 10 contains 19335 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8719 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 20 contains 156540 members 
Mstep: Class 23 contains 38245 members 
Mstep: Class 24 contains 129640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647728.000000 Penalty: 49803.171875
Iteration 163Q: 16 clusters Score -7.464773e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 22908 members 
Mstep: Class 3 contains 14848 members 
Mstep: Class 6 contains 209501 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 15429 members 
Mstep: Class 10 contains 19306 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 20 contains 156485 members 
Mstep: Class 23 contains 38228 members 
Mstep: Class 24 contains 129589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647736.000000 Penalty: 49803.171875
Iteration 164Q: 16 clusters Score -7.464774e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 22932 members 
Mstep: Class 3 contains 14843 members 
Mstep: Class 6 contains 209665 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2403 members 
Mstep: Class 9 contains 15421 members 
Mstep: Class 10 contains 19288 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 20 contains 156411 members 
Mstep: Class 23 contains 38202 members 
Mstep: Class 24 contains 129537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647832.000000 Penalty: 49803.171875
Iteration 165Q: 16 clusters Score -7.464783e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 22947 members 
Mstep: Class 3 contains 14835 members 
Mstep: Class 6 contains 209815 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 15411 members 
Mstep: Class 10 contains 19283 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8716 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 20 contains 156346 members 
Mstep: Class 23 contains 38189 members 
Mstep: Class 24 contains 129480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647712.000000 Penalty: 49803.171875
Iteration 166Q: 16 clusters Score -7.464771e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 22959 members 
Mstep: Class 3 contains 14827 members 
Mstep: Class 6 contains 209931 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2393 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 19284 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8716 members 
Mstep: Class 17 contains 3888 members 
Mstep: Class 20 contains 156280 members 
Mstep: Class 23 contains 38182 members 
Mstep: Class 24 contains 129449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647760.000000 Penalty: 49803.171875
Iteration 167Q: 16 clusters Score -7.464776e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 22968 members 
Mstep: Class 3 contains 14826 members 
Mstep: Class 6 contains 210016 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 19284 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8719 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 20 contains 156232 members 
Mstep: Class 23 contains 38178 members 
Mstep: Class 24 contains 129418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647880.000000 Penalty: 49803.171875
Iteration 168Q: 16 clusters Score -7.464788e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 22981 members 
Mstep: Class 3 contains 14819 members 
Mstep: Class 6 contains 210138 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2370 members 
Mstep: Class 9 contains 15400 members 
Mstep: Class 10 contains 19273 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8714 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 20 contains 156198 members 
Mstep: Class 23 contains 38161 members 
Mstep: Class 24 contains 129376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647824.000000 Penalty: 49803.171875
Iteration 169Q: 16 clusters Score -7.464782e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 23000 members 
Mstep: Class 3 contains 14813 members 
Mstep: Class 6 contains 210233 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2367 members 
Mstep: Class 9 contains 15386 members 
Mstep: Class 10 contains 19264 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8720 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 20 contains 156166 members 
Mstep: Class 23 contains 38157 members 
Mstep: Class 24 contains 129321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647864.000000 Penalty: 49803.171875
Iteration 170Q: 16 clusters Score -7.464786e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 23018 members 
Mstep: Class 3 contains 14804 members 
Mstep: Class 6 contains 210361 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 15379 members 
Mstep: Class 10 contains 19252 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8723 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 20 contains 156135 members 
Mstep: Class 23 contains 38150 members 
Mstep: Class 24 contains 129243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647952.000000 Penalty: 49803.171875
Iteration 171Q: 16 clusters Score -7.464795e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 23033 members 
Mstep: Class 3 contains 14800 members 
Mstep: Class 6 contains 210515 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 15370 members 
Mstep: Class 10 contains 19256 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8725 members 
Mstep: Class 17 contains 3888 members 
Mstep: Class 20 contains 156050 members 
Mstep: Class 23 contains 38141 members 
Mstep: Class 24 contains 129177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647960.000000 Penalty: 49803.171875
Iteration 172Q: 16 clusters Score -7.464796e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 23052 members 
Mstep: Class 3 contains 14795 members 
Mstep: Class 6 contains 210667 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 15357 members 
Mstep: Class 10 contains 19245 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8732 members 
Mstep: Class 17 contains 3888 members 
Mstep: Class 20 contains 155970 members 
Mstep: Class 23 contains 38134 members 
Mstep: Class 24 contains 129120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648032.000000 Penalty: 49803.171875
Iteration 173Q: 16 clusters Score -7.464803e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 23065 members 
Mstep: Class 3 contains 14791 members 
Mstep: Class 6 contains 210807 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2356 members 
Mstep: Class 9 contains 15357 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8736 members 
Mstep: Class 17 contains 3888 members 
Mstep: Class 20 contains 155878 members 
Mstep: Class 23 contains 38127 members 
Mstep: Class 24 contains 129082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648104.000000 Penalty: 49803.171875
Iteration 174Q: 16 clusters Score -7.46481e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 23085 members 
Mstep: Class 3 contains 14792 members 
Mstep: Class 6 contains 210945 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2346 members 
Mstep: Class 9 contains 15355 members 
Mstep: Class 10 contains 19223 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 20 contains 155783 members 
Mstep: Class 23 contains 38111 members 
Mstep: Class 24 contains 129050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648088.000000 Penalty: 49803.171875
Iteration 175Q: 16 clusters Score -7.464809e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 23099 members 
Mstep: Class 3 contains 14787 members 
Mstep: Class 6 contains 211065 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2342 members 
Mstep: Class 9 contains 15356 members 
Mstep: Class 10 contains 19216 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 20 contains 155704 members 
Mstep: Class 23 contains 38098 members 
Mstep: Class 24 contains 129025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648008.000000 Penalty: 49803.171875
Iteration 176Q: 16 clusters Score -7.464801e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 23117 members 
Mstep: Class 3 contains 14781 members 
Mstep: Class 6 contains 211176 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 15358 members 
Mstep: Class 10 contains 19211 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8736 members 
Mstep: Class 17 contains 3888 members 
Mstep: Class 20 contains 155639 members 
Mstep: Class 23 contains 38089 members 
Mstep: Class 24 contains 128990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648040.000000 Penalty: 49803.171875
Iteration 177Q: 16 clusters Score -7.464804e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 23126 members 
Mstep: Class 3 contains 14775 members 
Mstep: Class 6 contains 211321 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 15361 members 
Mstep: Class 10 contains 19208 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 20 contains 155549 members 
Mstep: Class 23 contains 38071 members 
Mstep: Class 24 contains 128961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648016.000000 Penalty: 49803.171875
Iteration 178Q: 16 clusters Score -7.464802e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 23134 members 
Mstep: Class 3 contains 14771 members 
Mstep: Class 6 contains 211459 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 15361 members 
Mstep: Class 10 contains 19211 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8734 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 20 contains 155444 members 
Mstep: Class 23 contains 38063 members 
Mstep: Class 24 contains 128929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648120.000000 Penalty: 49803.171875
Iteration 179Q: 16 clusters Score -7.464812e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 23156 members 
Mstep: Class 3 contains 14770 members 
Mstep: Class 6 contains 211575 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2330 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 10 contains 19210 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 20 contains 155349 members 
Mstep: Class 23 contains 38056 members 
Mstep: Class 24 contains 128898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648136.000000 Penalty: 49803.171875
Iteration 180F: 16 clusters Score -7.464814e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 23165 members 
Mstep: Class 3 contains 14768 members 
Mstep: Class 6 contains 211710 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 15364 members 
Mstep: Class 10 contains 19203 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8725 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 20 contains 155266 members 
Mstep: Class 23 contains 38043 members 
Mstep: Class 24 contains 128869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648024.000000 Penalty: 49803.171875
Iteration 181Q: 16 clusters Score -7.464802e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 23169 members 
Mstep: Class 3 contains 14765 members 
Mstep: Class 6 contains 211822 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 15364 members 
Mstep: Class 10 contains 19204 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 20 contains 155182 members 
Mstep: Class 23 contains 38025 members 
Mstep: Class 24 contains 128850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648080.000000 Penalty: 49803.171875
Iteration 182Q: 16 clusters Score -7.464808e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 23176 members 
Mstep: Class 3 contains 14760 members 
Mstep: Class 6 contains 211892 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 15368 members 
Mstep: Class 10 contains 19203 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8735 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 20 contains 155127 members 
Mstep: Class 23 contains 38022 members 
Mstep: Class 24 contains 128836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648024.000000 Penalty: 49803.171875
Iteration 183Q: 16 clusters Score -7.464802e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 23187 members 
Mstep: Class 3 contains 14756 members 
Mstep: Class 6 contains 211989 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2306 members 
Mstep: Class 9 contains 15370 members 
Mstep: Class 10 contains 19194 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8735 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 20 contains 155076 members 
Mstep: Class 23 contains 38015 members 
Mstep: Class 24 contains 128810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648144.000000 Penalty: 49803.171875
Iteration 184Q: 16 clusters Score -7.464814e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 23199 members 
Mstep: Class 3 contains 14752 members 
Mstep: Class 6 contains 212070 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2298 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 19190 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 20 contains 155049 members 
Mstep: Class 23 contains 38006 members 
Mstep: Class 24 contains 128770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648192.000000 Penalty: 49803.171875
Iteration 185Q: 16 clusters Score -7.464819e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 23209 members 
Mstep: Class 3 contains 14747 members 
Mstep: Class 6 contains 212151 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 15361 members 
Mstep: Class 10 contains 19192 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8733 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 20 contains 155036 members 
Mstep: Class 23 contains 37995 members 
Mstep: Class 24 contains 128727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648192.000000 Penalty: 49803.171875
Iteration 186Q: 16 clusters Score -7.464819e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 23217 members 
Mstep: Class 3 contains 14748 members 
Mstep: Class 6 contains 212202 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2275 members 
Mstep: Class 9 contains 15358 members 
Mstep: Class 10 contains 19192 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8735 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 20 contains 155036 members 
Mstep: Class 23 contains 37989 members 
Mstep: Class 24 contains 128684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648200.000000 Penalty: 49803.171875
Iteration 187Q: 16 clusters Score -7.46482e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 23223 members 
Mstep: Class 3 contains 14748 members 
Mstep: Class 6 contains 212253 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 15351 members 
Mstep: Class 10 contains 19191 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8736 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 20 contains 155040 members 
Mstep: Class 23 contains 37982 members 
Mstep: Class 24 contains 128647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648232.000000 Penalty: 49803.171875
Iteration 188Q: 16 clusters Score -7.464823e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 23228 members 
Mstep: Class 3 contains 14748 members 
Mstep: Class 6 contains 212308 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 15341 members 
Mstep: Class 10 contains 19189 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 17 contains 3888 members 
Mstep: Class 20 contains 155030 members 
Mstep: Class 23 contains 37982 members 
Mstep: Class 24 contains 128608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648232.000000 Penalty: 49803.171875
Iteration 189Q: 16 clusters Score -7.464823e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 23228 members 
Mstep: Class 3 contains 14747 members 
Mstep: Class 6 contains 212365 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 15331 members 
Mstep: Class 10 contains 19190 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 20 contains 155036 members 
Mstep: Class 23 contains 37986 members 
Mstep: Class 24 contains 128556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648104.000000 Penalty: 49803.171875
Iteration 190Q: 16 clusters Score -7.46481e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 23229 members 
Mstep: Class 3 contains 14741 members 
Mstep: Class 6 contains 212439 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 15322 members 
Mstep: Class 10 contains 19186 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8745 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 20 contains 155042 members 
Mstep: Class 23 contains 37987 members 
Mstep: Class 24 contains 128495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648064.000000 Penalty: 49803.171875
Iteration 191Q: 16 clusters Score -7.464806e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 23235 members 
Mstep: Class 3 contains 14734 members 
Mstep: Class 6 contains 212487 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2249 members 
Mstep: Class 9 contains 15322 members 
Mstep: Class 10 contains 19180 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8747 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 20 contains 155048 members 
Mstep: Class 23 contains 37991 members 
Mstep: Class 24 contains 128452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648072.000000 Penalty: 49803.171875
Iteration 192Q: 16 clusters Score -7.464807e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 23237 members 
Mstep: Class 3 contains 14727 members 
Mstep: Class 6 contains 212530 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2245 members 
Mstep: Class 9 contains 15322 members 
Mstep: Class 10 contains 19170 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 17 contains 3881 members 
Mstep: Class 20 contains 155075 members 
Mstep: Class 23 contains 37994 members 
Mstep: Class 24 contains 128406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648224.000000 Penalty: 49803.171875
Iteration 193Q: 16 clusters Score -7.464822e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 23237 members 
Mstep: Class 3 contains 14724 members 
Mstep: Class 6 contains 212549 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 15321 members 
Mstep: Class 10 contains 19163 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8743 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 20 contains 155118 members 
Mstep: Class 23 contains 37994 members 
Mstep: Class 24 contains 128358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648136.000000 Penalty: 49803.171875
Iteration 194Q: 16 clusters Score -7.464814e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 23234 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 6 contains 212558 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 15319 members 
Mstep: Class 10 contains 19154 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8745 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 20 contains 155145 members 
Mstep: Class 23 contains 37995 members 
Mstep: Class 24 contains 128337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648096.000000 Penalty: 49803.171875
Iteration 195Q: 16 clusters Score -7.46481e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 23236 members 
Mstep: Class 3 contains 14716 members 
Mstep: Class 6 contains 212565 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 15317 members 
Mstep: Class 10 contains 19147 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8747 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 20 contains 155176 members 
Mstep: Class 23 contains 38002 members 
Mstep: Class 24 contains 128307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648032.000000 Penalty: 49803.171875
Iteration 196Q: 16 clusters Score -7.464803e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 23243 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 6 contains 212572 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 9 contains 15317 members 
Mstep: Class 10 contains 19138 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8748 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 20 contains 155197 members 
Mstep: Class 23 contains 38001 members 
Mstep: Class 24 contains 128285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647968.000000 Penalty: 49803.171875
Iteration 197Q: 16 clusters Score -7.464797e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 23249 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 6 contains 212580 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2232 members 
Mstep: Class 9 contains 15313 members 
Mstep: Class 10 contains 19133 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8746 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 20 contains 155201 members 
Mstep: Class 23 contains 38003 members 
Mstep: Class 24 contains 128271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647944.000000 Penalty: 49803.171875
Iteration 198Q: 16 clusters Score -7.464794e+07 nChanged 233
Entering ConstructFrom: 
Score: -74647944.000000 Penalty: 49803.171875
Entering ConstructFrom: 
Trying to split cluster 1 (28522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Entering Unmasked Estep 
Score: -3308380.250000 Penalty: 2544.091064
	Iteration 0F: 2 clusters Score -3308380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3288767.750000 Penalty: 5088.182129
	Iteration 0F: 3 clusters Score -3288768 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3295864.250000 Penalty: 5088.182129
	Iteration 1F: 3 clusters Score -3295864 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3296359.750000 Penalty: 5088.182129
	Iteration 2Q: 3 clusters Score -3296360 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3296873.000000 Penalty: 5088.182129
	Iteration 3Q: 3 clusters Score -3296873 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3297393.000000 Penalty: 5088.182129
	Iteration 4Q: 3 clusters Score -3297393 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3297887.500000 Penalty: 5088.182129
	Iteration 5Q: 3 clusters Score -3297888 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3298369.250000 Penalty: 5088.182129
	Iteration 6Q: 3 clusters Score -3298369 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3298873.500000 Penalty: 5088.182129
	Iteration 7Q: 3 clusters Score -3298874 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3299471.250000 Penalty: 5088.182129
	Iteration 8Q: 3 clusters Score -3299471 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3300205.500000 Penalty: 5088.182129
	Iteration 9Q: 3 clusters Score -3300206 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3301078.750000 Penalty: 5088.182129
	Iteration 10Q: 3 clusters Score -3301079 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -3302085.500000 Penalty: 5088.182129
	Iteration 11F: 3 clusters Score -3302086 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3303224.250000 Penalty: 5088.182129
	Iteration 12F: 3 clusters Score -3303224 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3304238.500000 Penalty: 5088.182129
	Iteration 13Q: 3 clusters Score -3304238 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3305024.750000 Penalty: 5088.182129
	Iteration 14Q: 3 clusters Score -3305025 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3305481.250000 Penalty: 5088.182129
	Iteration 15Q: 3 clusters Score -3305481 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3305750.750000 Penalty: 5088.182129
	Iteration 16Q: 3 clusters Score -3305751 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3305935.000000 Penalty: 5088.182129
	Iteration 17Q: 3 clusters Score -3305935 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3306049.500000 Penalty: 5088.182129
	Iteration 18Q: 3 clusters Score -3306050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3306119.000000 Penalty: 5088.182129
	Iteration 19Q: 3 clusters Score -3306119 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3306162.750000 Penalty: 5088.182129
	Iteration 20F: 3 clusters Score -3306163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3306202.250000 Penalty: 5088.182129
	Iteration 21Q: 3 clusters Score -3306202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3306232.750000 Penalty: 5088.182129
	Iteration 22Q: 3 clusters Score -3306233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3306256.250000 Penalty: 5088.182129
	Iteration 23Q: 3 clusters Score -3306256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3306268.250000 Penalty: 5088.182129
	Iteration 24Q: 3 clusters Score -3306268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3306277.000000 Penalty: 5088.182129
	Iteration 25Q: 3 clusters Score -3306277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3306281.500000 Penalty: 5088.182129
	Iteration 26Q: 3 clusters Score -3306282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3306288.250000 Penalty: 5088.182129
	Iteration 27Q: 3 clusters Score -3306288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3306292.250000 Penalty: 5088.182129
	Iteration 28Q: 3 clusters Score -3306292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3306295.000000 Penalty: 5088.182129
	Iteration 29Q: 3 clusters Score -3306295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3306295.250000 Penalty: 5088.182129
	Iteration 30Q: 3 clusters Score -3306295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3306295.500000 Penalty: 5088.182129
	Iteration 31Q: 3 clusters Score -3306296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3306297.750000 Penalty: 5088.182129
	Iteration 32Q: 3 clusters Score -3306298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3306297.750000 Penalty: 5088.182129
	Iteration 33F: 3 clusters Score -3306298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Entering Unmasked Estep 
Score: -2726502.000000 Penalty: 2493.438965
	Iteration 0F: 2 clusters Score -2726502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2710301.250000 Penalty: 4986.877930
	Iteration 0F: 3 clusters Score -2710301 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2715814.750000 Penalty: 4986.877930
	Iteration 1F: 3 clusters Score -2715815 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2716258.500000 Penalty: 4986.877930
	Iteration 2Q: 3 clusters Score -2716258 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2716684.500000 Penalty: 4986.877930
	Iteration 3Q: 3 clusters Score -2716684 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2717241.250000 Penalty: 4986.877930
	Iteration 4Q: 3 clusters Score -2717241 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2717942.250000 Penalty: 4986.877930
	Iteration 5F: 3 clusters Score -2717942 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2718719.250000 Penalty: 4986.877930
	Iteration 6F: 3 clusters Score -2718719 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2719614.750000 Penalty: 4986.877930
	Iteration 7F: 3 clusters Score -2719615 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2720704.750000 Penalty: 4986.877930
	Iteration 8F: 3 clusters Score -2720705 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2721921.250000 Penalty: 4986.877930
	Iteration 9F: 3 clusters Score -2721921 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2722847.750000 Penalty: 4986.877930
	Iteration 10F: 3 clusters Score -2722848 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2723379.250000 Penalty: 4986.877930
	Iteration 11Q: 3 clusters Score -2723379 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2723717.500000 Penalty: 4986.877930
	Iteration 12Q: 3 clusters Score -2723718 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2723932.500000 Penalty: 4986.877930
	Iteration 13Q: 3 clusters Score -2723932 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2724125.250000 Penalty: 4986.877930
	Iteration 14Q: 3 clusters Score -2724125 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2724244.250000 Penalty: 4986.877930
	Iteration 15Q: 3 clusters Score -2724244 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2724331.500000 Penalty: 4986.877930
	Iteration 16Q: 3 clusters Score -2724332 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2724417.500000 Penalty: 4986.877930
	Iteration 17Q: 3 clusters Score -2724418 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2724473.500000 Penalty: 4986.877930
	Iteration 18Q: 3 clusters Score -2724474 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2724529.000000 Penalty: 4986.877930
	Iteration 19Q: 3 clusters Score -2724529 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2724588.500000 Penalty: 4986.877930
	Iteration 20F: 3 clusters Score -2724588 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2724629.750000 Penalty: 4986.877930
	Iteration 21Q: 3 clusters Score -2724630 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2724674.000000 Penalty: 4986.877930
	Iteration 22Q: 3 clusters Score -2724674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2724706.250000 Penalty: 4986.877930
	Iteration 23Q: 3 clusters Score -2724706 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2724741.000000 Penalty: 4986.877930
	Iteration 24Q: 3 clusters Score -2724741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2724776.250000 Penalty: 4986.877930
	Iteration 25Q: 3 clusters Score -2724776 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2724818.000000 Penalty: 4986.877930
	Iteration 26Q: 3 clusters Score -2724818 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2724846.500000 Penalty: 4986.877930
	Iteration 27Q: 3 clusters Score -2724846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2724880.250000 Penalty: 4986.877930
	Iteration 28Q: 3 clusters Score -2724880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2724889.500000 Penalty: 4986.877930
	Iteration 29Q: 3 clusters Score -2724890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2724901.500000 Penalty: 4986.877930
	Iteration 30Q: 3 clusters Score -2724902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2724924.750000 Penalty: 4986.877930
	Iteration 31Q: 3 clusters Score -2724925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2724936.750000 Penalty: 4986.877930
	Iteration 32Q: 3 clusters Score -2724937 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2724952.500000 Penalty: 4986.877930
	Iteration 33Q: 3 clusters Score -2724952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2724963.250000 Penalty: 4986.877930
	Iteration 34Q: 3 clusters Score -2724963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2724979.750000 Penalty: 4986.877930
	Iteration 35Q: 3 clusters Score -2724980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2724985.250000 Penalty: 4986.877930
	Iteration 36Q: 3 clusters Score -2724985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2724999.250000 Penalty: 4986.877930
	Iteration 37Q: 3 clusters Score -2724999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2725006.500000 Penalty: 4986.877930
	Iteration 38Q: 3 clusters Score -2725006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2725012.500000 Penalty: 4986.877930
	Iteration 39Q: 3 clusters Score -2725012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2725021.750000 Penalty: 4986.877930
	Iteration 40F: 3 clusters Score -2725022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2725023.750000 Penalty: 4986.877930
	Iteration 41Q: 3 clusters Score -2725024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2725031.750000 Penalty: 4986.877930
	Iteration 42Q: 3 clusters Score -2725032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2725044.250000 Penalty: 4986.877930
	Iteration 43Q: 3 clusters Score -2725044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2725052.250000 Penalty: 4986.877930
	Iteration 44Q: 3 clusters Score -2725052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2725061.500000 Penalty: 4986.877930
	Iteration 45Q: 3 clusters Score -2725062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2725071.750000 Penalty: 4986.877930
	Iteration 46Q: 3 clusters Score -2725072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2725073.000000 Penalty: 4986.877930
	Iteration 47Q: 3 clusters Score -2725073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2725073.250000 Penalty: 4986.877930
	Iteration 48Q: 3 clusters Score -2725073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2725073.000000 Penalty: 4986.877930
	Iteration 49Q: 3 clusters Score -2725073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2725071.500000 Penalty: 4986.877930
	Iteration 50Q: 3 clusters Score -2725072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2725072.000000 Penalty: 4986.877930
	Iteration 51Q: 3 clusters Score -2725072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2725076.000000 Penalty: 4986.877930
	Iteration 52Q: 3 clusters Score -2725076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2725077.750000 Penalty: 4986.877930
	Iteration 53Q: 3 clusters Score -2725078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2725074.750000 Penalty: 4986.877930
	Iteration 54Q: 3 clusters Score -2725075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2725078.250000 Penalty: 4986.877930
	Iteration 55Q: 3 clusters Score -2725078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2725084.250000 Penalty: 4986.877930
	Iteration 56Q: 3 clusters Score -2725084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2725080.750000 Penalty: 4986.877930
	Iteration 57Q: 3 clusters Score -2725081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2725081.250000 Penalty: 4986.877930
	Iteration 58Q: 3 clusters Score -2725081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2725081.250000 Penalty: 4986.877930
	Iteration 59Q: 3 clusters Score -2725081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2725085.750000 Penalty: 4986.877930
	Iteration 60F: 3 clusters Score -2725086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2725086.500000 Penalty: 4986.877930
	Iteration 61Q: 3 clusters Score -2725086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2725088.750000 Penalty: 4986.877930
	Iteration 62Q: 3 clusters Score -2725089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2725089.500000 Penalty: 4986.877930
	Iteration 63Q: 3 clusters Score -2725090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2725089.500000 Penalty: 4986.877930
	Iteration 64F: 3 clusters Score -2725090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Entering Unmasked Estep 
Score: -1721918.625000 Penalty: 2380.063477
	Iteration 0F: 2 clusters Score -1721919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1711300.000000 Penalty: 4760.126953
	Iteration 0F: 3 clusters Score -1711300 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1714589.125000 Penalty: 4760.126953
	Iteration 1F: 3 clusters Score -1714589 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1714873.000000 Penalty: 4760.126953
	Iteration 2F: 3 clusters Score -1714873 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1715080.750000 Penalty: 4760.126953
	Iteration 3Q: 3 clusters Score -1715081 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1715236.375000 Penalty: 4760.126953
	Iteration 4Q: 3 clusters Score -1715236 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1715389.750000 Penalty: 4760.126953
	Iteration 5Q: 3 clusters Score -1715390 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1715549.250000 Penalty: 4760.126953
	Iteration 6Q: 3 clusters Score -1715549 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1715745.125000 Penalty: 4760.126953
	Iteration 7Q: 3 clusters Score -1715745 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1716003.500000 Penalty: 4760.126953
	Iteration 8Q: 3 clusters Score -1716004 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1716365.625000 Penalty: 4760.126953
	Iteration 9Q: 3 clusters Score -1716366 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1716870.250000 Penalty: 4760.126953
	Iteration 10F: 3 clusters Score -1716870 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1717547.500000 Penalty: 4760.126953
	Iteration 11F: 3 clusters Score -1717548 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1718276.125000 Penalty: 4760.126953
	Iteration 12F: 3 clusters Score -1718276 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1718878.250000 Penalty: 4760.126953
	Iteration 13F: 3 clusters Score -1718878 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1719365.375000 Penalty: 4760.126953
	Iteration 14Q: 3 clusters Score -1719365 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1719695.500000 Penalty: 4760.126953
	Iteration 15Q: 3 clusters Score -1719696 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1719886.875000 Penalty: 4760.126953
	Iteration 16Q: 3 clusters Score -1719887 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1720042.125000 Penalty: 4760.126953
	Iteration 17Q: 3 clusters Score -1720042 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1720180.875000 Penalty: 4760.126953
	Iteration 18Q: 3 clusters Score -1720181 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1720246.500000 Penalty: 4760.126953
	Iteration 19Q: 3 clusters Score -1720246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1720285.000000 Penalty: 4760.126953
	Iteration 20F: 3 clusters Score -1720285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1720304.250000 Penalty: 4760.126953
	Iteration 21Q: 3 clusters Score -1720304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1720328.500000 Penalty: 4760.126953
	Iteration 22Q: 3 clusters Score -1720328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1720333.750000 Penalty: 4760.126953
	Iteration 23Q: 3 clusters Score -1720334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1720343.000000 Penalty: 4760.126953
	Iteration 24Q: 3 clusters Score -1720343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1720347.750000 Penalty: 4760.126953
	Iteration 25Q: 3 clusters Score -1720348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1720355.375000 Penalty: 4760.126953
	Iteration 26Q: 3 clusters Score -1720355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1720352.000000 Penalty: 4760.126953
	Iteration 27Q: 3 clusters Score -1720352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1720354.875000 Penalty: 4760.126953
	Iteration 28Q: 3 clusters Score -1720355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1720355.375000 Penalty: 4760.126953
	Iteration 29Q: 3 clusters Score -1720355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1720356.250000 Penalty: 4760.126953
	Iteration 30Q: 3 clusters Score -1720356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1720358.250000 Penalty: 4760.126953
	Iteration 31Q: 3 clusters Score -1720358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1720358.000000 Penalty: 4760.126953
	Iteration 32Q: 3 clusters Score -1720358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1720361.875000 Penalty: 4760.126953
	Iteration 33Q: 3 clusters Score -1720362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1720361.875000 Penalty: 4760.126953
	Iteration 34F: 3 clusters Score -1720362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (212590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212590 members 
Entering Unmasked Estep 
Score: -24670518.000000 Penalty: 3042.245850
	Iteration 0F: 2 clusters Score -2.467052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106294 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -24530760.000000 Penalty: 6084.491699
	Iteration 0F: 3 clusters Score -2.453076e+07 nChanged 102276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105576 members 
Mstep: Class 2 contains 107014 members 
Entering Unmasked Estep 
Score: -24590950.000000 Penalty: 6084.491699
	Iteration 1F: 3 clusters Score -2.459095e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 107393 members 
Entering Unmasked Estep 
Score: -24592364.000000 Penalty: 6084.491699
	Iteration 2Q: 3 clusters Score -2.459236e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104636 members 
Mstep: Class 2 contains 107954 members 
Entering Unmasked Estep 
Score: -24594302.000000 Penalty: 6084.491699
	Iteration 3Q: 3 clusters Score -2.45943e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103567 members 
Mstep: Class 2 contains 109023 members 
Entering Unmasked Estep 
Score: -24596770.000000 Penalty: 6084.491699
	Iteration 4Q: 3 clusters Score -2.459677e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101835 members 
Mstep: Class 2 contains 110755 members 
Entering Unmasked Estep 
Score: -24601084.000000 Penalty: 6084.491699
	Iteration 5Q: 3 clusters Score -2.460108e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -24606866.000000 Penalty: 6084.491699
	Iteration 6F: 3 clusters Score -2.460687e+07 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 118204 members 
Entering Unmasked Estep 
Score: -24614966.000000 Penalty: 6084.491699
	Iteration 7F: 3 clusters Score -2.461497e+07 nChanged 14181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89175 members 
Mstep: Class 2 contains 123415 members 
Entering Unmasked Estep 
Score: -24624520.000000 Penalty: 6084.491699
	Iteration 8F: 3 clusters Score -2.462452e+07 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 128983 members 
Entering Unmasked Estep 
Score: -24635434.000000 Penalty: 6084.491699
	Iteration 9F: 3 clusters Score -2.463543e+07 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 133978 members 
Entering Unmasked Estep 
Score: -24644716.000000 Penalty: 6084.491699
	Iteration 10F: 3 clusters Score -2.464472e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 138071 members 
Entering Unmasked Estep 
Score: -24649016.000000 Penalty: 6084.491699
	Iteration 11Q: 3 clusters Score -2.464902e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 141816 members 
Entering Unmasked Estep 
Score: -24651304.000000 Penalty: 6084.491699
	Iteration 12Q: 3 clusters Score -2.46513e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 145340 members 
Entering Unmasked Estep 
Score: -24653042.000000 Penalty: 6084.491699
	Iteration 13Q: 3 clusters Score -2.465304e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 148680 members 
Entering Unmasked Estep 
Score: -24654460.000000 Penalty: 6084.491699
	Iteration 14Q: 3 clusters Score -2.465446e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 151795 members 
Entering Unmasked Estep 
Score: -24655730.000000 Penalty: 6084.491699
	Iteration 15Q: 3 clusters Score -2.465573e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 154766 members 
Entering Unmasked Estep 
Score: -24656878.000000 Penalty: 6084.491699
	Iteration 16Q: 3 clusters Score -2.465688e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 157549 members 
Entering Unmasked Estep 
Score: -24657832.000000 Penalty: 6084.491699
	Iteration 17Q: 3 clusters Score -2.465783e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 160237 members 
Entering Unmasked Estep 
Score: -24658594.000000 Penalty: 6084.491699
	Iteration 18Q: 3 clusters Score -2.465859e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 162750 members 
Entering Unmasked Estep 
Score: -24659292.000000 Penalty: 6084.491699
	Iteration 19Q: 3 clusters Score -2.465929e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 165151 members 
Entering Unmasked Estep 
Score: -24659930.000000 Penalty: 6084.491699
	Iteration 20F: 3 clusters Score -2.465993e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 167670 members 
Entering Unmasked Estep 
Score: -24660706.000000 Penalty: 6084.491699
	Iteration 21Q: 3 clusters Score -2.466071e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 170253 members 
Entering Unmasked Estep 
Score: -24661474.000000 Penalty: 6084.491699
	Iteration 22Q: 3 clusters Score -2.466147e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 172774 members 
Entering Unmasked Estep 
Score: -24662118.000000 Penalty: 6084.491699
	Iteration 23Q: 3 clusters Score -2.466212e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 175223 members 
Entering Unmasked Estep 
Score: -24662858.000000 Penalty: 6084.491699
	Iteration 24Q: 3 clusters Score -2.466286e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 177638 members 
Entering Unmasked Estep 
Score: -24663476.000000 Penalty: 6084.491699
	Iteration 25Q: 3 clusters Score -2.466348e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 180043 members 
Entering Unmasked Estep 
Score: -24664074.000000 Penalty: 6084.491699
	Iteration 26Q: 3 clusters Score -2.466407e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 182277 members 
Entering Unmasked Estep 
Score: -24664576.000000 Penalty: 6084.491699
	Iteration 27Q: 3 clusters Score -2.466458e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 184344 members 
Entering Unmasked Estep 
Score: -24664910.000000 Penalty: 6084.491699
	Iteration 28Q: 3 clusters Score -2.466491e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 186355 members 
Entering Unmasked Estep 
Score: -24665316.000000 Penalty: 6084.491699
	Iteration 29Q: 3 clusters Score -2.466532e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 188299 members 
Entering Unmasked Estep 
Score: -24665678.000000 Penalty: 6084.491699
	Iteration 30Q: 3 clusters Score -2.466568e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 190109 members 
Entering Unmasked Estep 
Score: -24666106.000000 Penalty: 6084.491699
	Iteration 31Q: 3 clusters Score -2.466611e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 191779 members 
Entering Unmasked Estep 
Score: -24666518.000000 Penalty: 6084.491699
	Iteration 32Q: 3 clusters Score -2.466652e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 193326 members 
Entering Unmasked Estep 
Score: -24666842.000000 Penalty: 6084.491699
	Iteration 33Q: 3 clusters Score -2.466684e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 194681 members 
Entering Unmasked Estep 
Score: -24667050.000000 Penalty: 6084.491699
	Iteration 34Q: 3 clusters Score -2.466705e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 195934 members 
Entering Unmasked Estep 
Score: -24667288.000000 Penalty: 6084.491699
	Iteration 35Q: 3 clusters Score -2.466729e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 197086 members 
Entering Unmasked Estep 
Score: -24667560.000000 Penalty: 6084.491699
	Iteration 36Q: 3 clusters Score -2.466756e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 198127 members 
Entering Unmasked Estep 
Score: -24667692.000000 Penalty: 6084.491699
	Iteration 37Q: 3 clusters Score -2.466769e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 199059 members 
Entering Unmasked Estep 
Score: -24667864.000000 Penalty: 6084.491699
	Iteration 38Q: 3 clusters Score -2.466786e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 199897 members 
Entering Unmasked Estep 
Score: -24668036.000000 Penalty: 6084.491699
	Iteration 39Q: 3 clusters Score -2.466804e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 200718 members 
Entering Unmasked Estep 
Score: -24668056.000000 Penalty: 6084.491699
	Iteration 40F: 3 clusters Score -2.466806e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 201451 members 
Entering Unmasked Estep 
Score: -24668160.000000 Penalty: 6084.491699
	Iteration 41Q: 3 clusters Score -2.466816e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 202135 members 
Entering Unmasked Estep 
Score: -24668158.000000 Penalty: 6084.491699
	Iteration 42Q: 3 clusters Score -2.466816e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 202783 members 
Entering Unmasked Estep 
Score: -24668226.000000 Penalty: 6084.491699
	Iteration 43Q: 3 clusters Score -2.466823e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 203376 members 
Entering Unmasked Estep 
Score: -24668286.000000 Penalty: 6084.491699
	Iteration 44Q: 3 clusters Score -2.466829e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 203923 members 
Entering Unmasked Estep 
Score: -24668266.000000 Penalty: 6084.491699
	Iteration 45Q: 3 clusters Score -2.466827e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 204435 members 
Entering Unmasked Estep 
Score: -24668286.000000 Penalty: 6084.491699
	Iteration 46Q: 3 clusters Score -2.466829e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 204886 members 
Entering Unmasked Estep 
Score: -24668310.000000 Penalty: 6084.491699
	Iteration 47Q: 3 clusters Score -2.466831e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 205314 members 
Entering Unmasked Estep 
Score: -24668302.000000 Penalty: 6084.491699
	Iteration 48Q: 3 clusters Score -2.46683e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 205723 members 
Entering Unmasked Estep 
Score: -24668416.000000 Penalty: 6084.491699
	Iteration 49Q: 3 clusters Score -2.466842e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 206079 members 
Entering Unmasked Estep 
Score: -24668416.000000 Penalty: 6084.491699
	Iteration 50Q: 3 clusters Score -2.466842e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 206382 members 
Entering Unmasked Estep 
Score: -24668482.000000 Penalty: 6084.491699
	Iteration 51Q: 3 clusters Score -2.466848e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 206668 members 
Entering Unmasked Estep 
Score: -24668476.000000 Penalty: 6084.491699
	Iteration 52Q: 3 clusters Score -2.466848e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 206921 members 
Entering Unmasked Estep 
Score: -24668530.000000 Penalty: 6084.491699
	Iteration 53Q: 3 clusters Score -2.466853e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 207124 members 
Entering Unmasked Estep 
Score: -24668524.000000 Penalty: 6084.491699
	Iteration 54Q: 3 clusters Score -2.466852e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 207311 members 
Entering Unmasked Estep 
Score: -24668574.000000 Penalty: 6084.491699
	Iteration 55Q: 3 clusters Score -2.466857e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 207499 members 
Entering Unmasked Estep 
Score: -24668614.000000 Penalty: 6084.491699
	Iteration 56Q: 3 clusters Score -2.466861e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 207695 members 
Entering Unmasked Estep 
Score: -24668630.000000 Penalty: 6084.491699
	Iteration 57Q: 3 clusters Score -2.466863e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 207863 members 
Entering Unmasked Estep 
Score: -24668616.000000 Penalty: 6084.491699
	Iteration 58Q: 3 clusters Score -2.466862e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 208029 members 
Entering Unmasked Estep 
Score: -24668604.000000 Penalty: 6084.491699
	Iteration 59Q: 3 clusters Score -2.46686e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 208188 members 
Entering Unmasked Estep 
Score: -24668616.000000 Penalty: 6084.491699
	Iteration 60F: 3 clusters Score -2.466862e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 208319 members 
Entering Unmasked Estep 
Score: -24668610.000000 Penalty: 6084.491699
	Iteration 61Q: 3 clusters Score -2.466861e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 208439 members 
Entering Unmasked Estep 
Score: -24668592.000000 Penalty: 6084.491699
	Iteration 62Q: 3 clusters Score -2.466859e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 208548 members 
Entering Unmasked Estep 
Score: -24668648.000000 Penalty: 6084.491699
	Iteration 63Q: 3 clusters Score -2.466865e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 208639 members 
Entering Unmasked Estep 
Score: -24668652.000000 Penalty: 6084.491699
	Iteration 64Q: 3 clusters Score -2.466865e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 208723 members 
Entering Unmasked Estep 
Score: -24668602.000000 Penalty: 6084.491699
	Iteration 65Q: 3 clusters Score -2.46686e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 208805 members 
Entering Unmasked Estep 
Score: -24668594.000000 Penalty: 6084.491699
	Iteration 66Q: 3 clusters Score -2.466859e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 208875 members 
Entering Unmasked Estep 
Score: -24668574.000000 Penalty: 6084.491699
	Iteration 67Q: 3 clusters Score -2.466857e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 208942 members 
Entering Unmasked Estep 
Score: -24668612.000000 Penalty: 6084.491699
	Iteration 68Q: 3 clusters Score -2.466861e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 209005 members 
Entering Unmasked Estep 
Score: -24668602.000000 Penalty: 6084.491699
	Iteration 69Q: 3 clusters Score -2.46686e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 209058 members 
Entering Unmasked Estep 
Score: -24668588.000000 Penalty: 6084.491699
	Iteration 70Q: 3 clusters Score -2.466859e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 209106 members 
Entering Unmasked Estep 
Score: -24668574.000000 Penalty: 6084.491699
	Iteration 71Q: 3 clusters Score -2.466857e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 209151 members 
Entering Unmasked Estep 
Score: -24668588.000000 Penalty: 6084.491699
	Iteration 72Q: 3 clusters Score -2.466859e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 209197 members 
Entering Unmasked Estep 
Score: -24668584.000000 Penalty: 6084.491699
	Iteration 73Q: 3 clusters Score -2.466858e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 209238 members 
Entering Unmasked Estep 
Score: -24668626.000000 Penalty: 6084.491699
	Iteration 74Q: 3 clusters Score -2.466863e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 209281 members 
Entering Unmasked Estep 
Score: -24668620.000000 Penalty: 6084.491699
	Iteration 75Q: 3 clusters Score -2.466862e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 209320 members 
Entering Unmasked Estep 
Score: -24668636.000000 Penalty: 6084.491699
	Iteration 76Q: 3 clusters Score -2.466864e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 209358 members 
Entering Unmasked Estep 
Score: -24668644.000000 Penalty: 6084.491699
	Iteration 77Q: 3 clusters Score -2.466864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 209397 members 
Entering Unmasked Estep 
Score: -24668622.000000 Penalty: 6084.491699
	Iteration 78Q: 3 clusters Score -2.466862e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 209426 members 
Entering Unmasked Estep 
Score: -24668618.000000 Penalty: 6084.491699
	Iteration 79Q: 3 clusters Score -2.466862e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 209464 members 
Entering Unmasked Estep 
Score: -24668606.000000 Penalty: 6084.491699
	Iteration 80F: 3 clusters Score -2.466861e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 209506 members 
Entering Unmasked Estep 
Score: -24668552.000000 Penalty: 6084.491699
	Iteration 81Q: 3 clusters Score -2.466855e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 209546 members 
Entering Unmasked Estep 
Score: -24668554.000000 Penalty: 6084.491699
	Iteration 82Q: 3 clusters Score -2.466855e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 209581 members 
Entering Unmasked Estep 
Score: -24668572.000000 Penalty: 6084.491699
	Iteration 83Q: 3 clusters Score -2.466857e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 209615 members 
Entering Unmasked Estep 
Score: -24668582.000000 Penalty: 6084.491699
	Iteration 84Q: 3 clusters Score -2.466858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 209650 members 
Entering Unmasked Estep 
Score: -24668558.000000 Penalty: 6084.491699
	Iteration 85Q: 3 clusters Score -2.466856e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 209685 members 
Entering Unmasked Estep 
Score: -24668562.000000 Penalty: 6084.491699
	Iteration 86Q: 3 clusters Score -2.466856e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 209710 members 
Entering Unmasked Estep 
Score: -24668562.000000 Penalty: 6084.491699
	Iteration 87Q: 3 clusters Score -2.466856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 209724 members 
Entering Unmasked Estep 
Score: -24668568.000000 Penalty: 6084.491699
	Iteration 88Q: 3 clusters Score -2.466857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 209733 members 
Entering Unmasked Estep 
Score: -24668572.000000 Penalty: 6084.491699
	Iteration 89Q: 3 clusters Score -2.466857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 209744 members 
Entering Unmasked Estep 
Score: -24668582.000000 Penalty: 6084.491699
	Iteration 90Q: 3 clusters Score -2.466858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 209758 members 
Entering Unmasked Estep 
Score: -24668578.000000 Penalty: 6084.491699
	Iteration 91Q: 3 clusters Score -2.466858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 209764 members 
Entering Unmasked Estep 
Score: -24668566.000000 Penalty: 6084.491699
	Iteration 92Q: 3 clusters Score -2.466857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 209771 members 
Entering Unmasked Estep 
Score: -24668566.000000 Penalty: 6084.491699
	Iteration 93Q: 3 clusters Score -2.466857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 209780 members 
Entering Unmasked Estep 
Score: -24668572.000000 Penalty: 6084.491699
	Iteration 94Q: 3 clusters Score -2.466857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 209792 members 
Entering Unmasked Estep 
Score: -24668568.000000 Penalty: 6084.491699
	Iteration 95Q: 3 clusters Score -2.466857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 209811 members 
Entering Unmasked Estep 
Score: -24668568.000000 Penalty: 6084.491699
	Iteration 96Q: 3 clusters Score -2.466857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 209826 members 
Entering Unmasked Estep 
Score: -24668558.000000 Penalty: 6084.491699
	Iteration 97Q: 3 clusters Score -2.466856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 209843 members 
Entering Unmasked Estep 
Score: -24668562.000000 Penalty: 6084.491699
	Iteration 98Q: 3 clusters Score -2.466856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 209860 members 
Entering Unmasked Estep 
Score: -24668576.000000 Penalty: 6084.491699
	Iteration 99Q: 3 clusters Score -2.466858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 209876 members 
Entering Unmasked Estep 
Score: -24668580.000000 Penalty: 6084.491699
	Iteration 100F: 3 clusters Score -2.466858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 209882 members 
Entering Unmasked Estep 
Score: -24668604.000000 Penalty: 6084.491699
	Iteration 101Q: 3 clusters Score -2.46686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 209884 members 
Entering Unmasked Estep 
Score: -24668602.000000 Penalty: 6084.491699
	Iteration 102Q: 3 clusters Score -2.46686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 209889 members 
Entering Unmasked Estep 
Score: -24668590.000000 Penalty: 6084.491699
	Iteration 103Q: 3 clusters Score -2.466859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 209898 members 
Entering Unmasked Estep 
Score: -24668600.000000 Penalty: 6084.491699
	Iteration 104Q: 3 clusters Score -2.46686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 209910 members 
Entering Unmasked Estep 
Score: -24668606.000000 Penalty: 6084.491699
	Iteration 105Q: 3 clusters Score -2.466861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 209920 members 
Entering Unmasked Estep 
Score: -24668602.000000 Penalty: 6084.491699
	Iteration 106Q: 3 clusters Score -2.46686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 209931 members 
Entering Unmasked Estep 
Score: -24668596.000000 Penalty: 6084.491699
	Iteration 107Q: 3 clusters Score -2.46686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 209943 members 
Entering Unmasked Estep 
Score: -24668602.000000 Penalty: 6084.491699
	Iteration 108Q: 3 clusters Score -2.46686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 209957 members 
Entering Unmasked Estep 
Score: -24668604.000000 Penalty: 6084.491699
	Iteration 109Q: 3 clusters Score -2.46686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 209973 members 
Entering Unmasked Estep 
Score: -24668588.000000 Penalty: 6084.491699
	Iteration 110Q: 3 clusters Score -2.466859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 209985 members 
Entering Unmasked Estep 
Score: -24668586.000000 Penalty: 6084.491699
	Iteration 111Q: 3 clusters Score -2.466859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 210003 members 
Entering Unmasked Estep 
Score: -24668592.000000 Penalty: 6084.491699
	Iteration 112Q: 3 clusters Score -2.466859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 210024 members 
Entering Unmasked Estep 
Score: -24668578.000000 Penalty: 6084.491699
	Iteration 113Q: 3 clusters Score -2.466858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 210039 members 
Entering Unmasked Estep 
Score: -24668566.000000 Penalty: 6084.491699
	Iteration 114Q: 3 clusters Score -2.466857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 210052 members 
Entering Unmasked Estep 
Score: -24668592.000000 Penalty: 6084.491699
	Iteration 115Q: 3 clusters Score -2.466859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 210068 members 
Entering Unmasked Estep 
Score: -24668602.000000 Penalty: 6084.491699
	Iteration 116Q: 3 clusters Score -2.46686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 210081 members 
Entering Unmasked Estep 
Score: -24668608.000000 Penalty: 6084.491699
	Iteration 117Q: 3 clusters Score -2.466861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 210094 members 
Entering Unmasked Estep 
Score: -24668608.000000 Penalty: 6084.491699
	Iteration 118Q: 3 clusters Score -2.466861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 210105 members 
Entering Unmasked Estep 
Score: -24668620.000000 Penalty: 6084.491699
	Iteration 119Q: 3 clusters Score -2.466862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 210112 members 
Entering Unmasked Estep 
Score: -24668638.000000 Penalty: 6084.491699
	Iteration 120F: 3 clusters Score -2.466864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 210120 members 
Entering Unmasked Estep 
Score: -24668638.000000 Penalty: 6084.491699
	Iteration 121Q: 3 clusters Score -2.466864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 210131 members 
Entering Unmasked Estep 
Score: -24668656.000000 Penalty: 6084.491699
	Iteration 122Q: 3 clusters Score -2.466866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 210140 members 
Entering Unmasked Estep 
Score: -24668658.000000 Penalty: 6084.491699
	Iteration 123Q: 3 clusters Score -2.466866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 210148 members 
Entering Unmasked Estep 
Score: -24668666.000000 Penalty: 6084.491699
	Iteration 124Q: 3 clusters Score -2.466867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 210151 members 
Entering Unmasked Estep 
Score: -24668670.000000 Penalty: 6084.491699
	Iteration 125Q: 3 clusters Score -2.466867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 210151 members 
Entering Unmasked Estep 
Score: -24668670.000000 Penalty: 6084.491699
	Iteration 126F: 3 clusters Score -2.466867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -24508.376953 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -24508.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23350.216797 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -23350.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23427.117188 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -23427.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23445.185547 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -23445.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23465.263672 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -23465.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23477.705078 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -23477.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23477.705078 Penalty: 2710.060547
	Iteration 5F: 3 clusters Score -23477.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -261009.468750 Penalty: 1912.353027
	Iteration 0F: 2 clusters Score -261009.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258238.468750 Penalty: 3824.706055
	Iteration 0F: 3 clusters Score -258238.5 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -258731.765625 Penalty: 3824.706055
	Iteration 1F: 3 clusters Score -258731.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -258850.687500 Penalty: 3824.706055
	Iteration 2F: 3 clusters Score -258850.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -258904.953125 Penalty: 3824.706055
	Iteration 3Q: 3 clusters Score -258905 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -258944.984375 Penalty: 3824.706055
	Iteration 4Q: 3 clusters Score -258945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -258977.812500 Penalty: 3824.706055
	Iteration 5Q: 3 clusters Score -258977.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -258998.765625 Penalty: 3824.706055
	Iteration 6Q: 3 clusters Score -258998.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -259009.625000 Penalty: 3824.706055
	Iteration 7Q: 3 clusters Score -259009.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -259022.593750 Penalty: 3824.706055
	Iteration 8Q: 3 clusters Score -259022.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -259033.937500 Penalty: 3824.706055
	Iteration 9Q: 3 clusters Score -259033.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -259040.546875 Penalty: 3824.706055
	Iteration 10Q: 3 clusters Score -259040.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -259045.750000 Penalty: 3824.706055
	Iteration 11Q: 3 clusters Score -259045.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -259048.734375 Penalty: 3824.706055
	Iteration 12Q: 3 clusters Score -259048.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -259052.718750 Penalty: 3824.706055
	Iteration 13Q: 3 clusters Score -259052.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -259054.343750 Penalty: 3824.706055
	Iteration 14Q: 3 clusters Score -259054.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -259056.250000 Penalty: 3824.706055
	Iteration 15Q: 3 clusters Score -259056.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -259058.828125 Penalty: 3824.706055
	Iteration 16Q: 3 clusters Score -259058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -259058.968750 Penalty: 3824.706055
	Iteration 17Q: 3 clusters Score -259059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -259058.968750 Penalty: 3824.706055
	Iteration 18F: 3 clusters Score -259059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Entering Unmasked Estep 
Score: -1810074.750000 Penalty: 2389.776611
	Iteration 0F: 2 clusters Score -1810075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1799015.125000 Penalty: 4779.553223
	Iteration 0F: 3 clusters Score -1799015 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1802632.125000 Penalty: 4779.553223
	Iteration 1F: 3 clusters Score -1802632 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1802970.375000 Penalty: 4779.553223
	Iteration 2F: 3 clusters Score -1802970 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1803230.500000 Penalty: 4779.553223
	Iteration 3Q: 3 clusters Score -1803230 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1803436.000000 Penalty: 4779.553223
	Iteration 4Q: 3 clusters Score -1803436 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1803615.500000 Penalty: 4779.553223
	Iteration 5Q: 3 clusters Score -1803616 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1803815.375000 Penalty: 4779.553223
	Iteration 6Q: 3 clusters Score -1803815 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1804031.500000 Penalty: 4779.553223
	Iteration 7Q: 3 clusters Score -1804032 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1804270.375000 Penalty: 4779.553223
	Iteration 8Q: 3 clusters Score -1804270 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1804572.250000 Penalty: 4779.553223
	Iteration 9Q: 3 clusters Score -1804572 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1804924.250000 Penalty: 4779.553223
	Iteration 10Q: 3 clusters Score -1804924 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1805285.125000 Penalty: 4779.553223
	Iteration 11Q: 3 clusters Score -1805285 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1805655.500000 Penalty: 4779.553223
	Iteration 12Q: 3 clusters Score -1805656 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1806056.250000 Penalty: 4779.553223
	Iteration 13Q: 3 clusters Score -1806056 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1806417.750000 Penalty: 4779.553223
	Iteration 14Q: 3 clusters Score -1806418 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1806750.625000 Penalty: 4779.553223
	Iteration 15Q: 3 clusters Score -1806751 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1807011.875000 Penalty: 4779.553223
	Iteration 16Q: 3 clusters Score -1807012 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1807239.250000 Penalty: 4779.553223
	Iteration 17Q: 3 clusters Score -1807239 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1807412.250000 Penalty: 4779.553223
	Iteration 18Q: 3 clusters Score -1807412 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1807537.875000 Penalty: 4779.553223
	Iteration 19Q: 3 clusters Score -1807538 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1807648.125000 Penalty: 4779.553223
	Iteration 20F: 3 clusters Score -1807648 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1807730.625000 Penalty: 4779.553223
	Iteration 21Q: 3 clusters Score -1807731 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1807787.875000 Penalty: 4779.553223
	Iteration 22Q: 3 clusters Score -1807788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1807830.750000 Penalty: 4779.553223
	Iteration 23Q: 3 clusters Score -1807831 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1807850.750000 Penalty: 4779.553223
	Iteration 24Q: 3 clusters Score -1807851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1807875.625000 Penalty: 4779.553223
	Iteration 25Q: 3 clusters Score -1807876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1807887.125000 Penalty: 4779.553223
	Iteration 26Q: 3 clusters Score -1807887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1807899.875000 Penalty: 4779.553223
	Iteration 27Q: 3 clusters Score -1807900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1807917.500000 Penalty: 4779.553223
	Iteration 28Q: 3 clusters Score -1807918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1807941.125000 Penalty: 4779.553223
	Iteration 29Q: 3 clusters Score -1807941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1807951.125000 Penalty: 4779.553223
	Iteration 30Q: 3 clusters Score -1807951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1807964.875000 Penalty: 4779.553223
	Iteration 31Q: 3 clusters Score -1807965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1807974.250000 Penalty: 4779.553223
	Iteration 32Q: 3 clusters Score -1807974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1807984.500000 Penalty: 4779.553223
	Iteration 33Q: 3 clusters Score -1807984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1807992.875000 Penalty: 4779.553223
	Iteration 34Q: 3 clusters Score -1807993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1808000.875000 Penalty: 4779.553223
	Iteration 35Q: 3 clusters Score -1808001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1808006.625000 Penalty: 4779.553223
	Iteration 36Q: 3 clusters Score -1808007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1808006.750000 Penalty: 4779.553223
	Iteration 37Q: 3 clusters Score -1808007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1808011.000000 Penalty: 4779.553223
	Iteration 38Q: 3 clusters Score -1808011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1808010.625000 Penalty: 4779.553223
	Iteration 39Q: 3 clusters Score -1808011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1808011.500000 Penalty: 4779.553223
	Iteration 40F: 3 clusters Score -1808012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1808013.625000 Penalty: 4779.553223
	Iteration 41Q: 3 clusters Score -1808014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1808013.125000 Penalty: 4779.553223
	Iteration 42Q: 3 clusters Score -1808013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1808016.125000 Penalty: 4779.553223
	Iteration 43Q: 3 clusters Score -1808016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1808017.125000 Penalty: 4779.553223
	Iteration 44Q: 3 clusters Score -1808017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1808016.625000 Penalty: 4779.553223
	Iteration 45Q: 3 clusters Score -1808017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1808019.375000 Penalty: 4779.553223
	Iteration 46Q: 3 clusters Score -1808019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1808019.375000 Penalty: 4779.553223
	Iteration 47F: 3 clusters Score -1808019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Entering Unmasked Estep 
Score: -2264456.500000 Penalty: 2445.009277
	Iteration 0F: 2 clusters Score -2264456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2250977.250000 Penalty: 4890.018555
	Iteration 0F: 3 clusters Score -2250977 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2255481.000000 Penalty: 4890.018555
	Iteration 1F: 3 clusters Score -2255481 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2255977.250000 Penalty: 4890.018555
	Iteration 2F: 3 clusters Score -2255977 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2256447.250000 Penalty: 4890.018555
	Iteration 3F: 3 clusters Score -2256447 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2256906.750000 Penalty: 4890.018555
	Iteration 4Q: 3 clusters Score -2256907 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2257343.250000 Penalty: 4890.018555
	Iteration 5Q: 3 clusters Score -2257343 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2257808.000000 Penalty: 4890.018555
	Iteration 6Q: 3 clusters Score -2257808 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2258336.750000 Penalty: 4890.018555
	Iteration 7Q: 3 clusters Score -2258337 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2258987.750000 Penalty: 4890.018555
	Iteration 8F: 3 clusters Score -2258988 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2259734.750000 Penalty: 4890.018555
	Iteration 9F: 3 clusters Score -2259735 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2260415.250000 Penalty: 4890.018555
	Iteration 10F: 3 clusters Score -2260415 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2260813.250000 Penalty: 4890.018555
	Iteration 11Q: 3 clusters Score -2260813 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2260993.000000 Penalty: 4890.018555
	Iteration 12Q: 3 clusters Score -2260993 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2261097.000000 Penalty: 4890.018555
	Iteration 13Q: 3 clusters Score -2261097 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2261159.000000 Penalty: 4890.018555
	Iteration 14Q: 3 clusters Score -2261159 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2261177.750000 Penalty: 4890.018555
	Iteration 15Q: 3 clusters Score -2261178 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2261207.750000 Penalty: 4890.018555
	Iteration 16Q: 3 clusters Score -2261208 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2261231.000000 Penalty: 4890.018555
	Iteration 17Q: 3 clusters Score -2261231 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2261261.000000 Penalty: 4890.018555
	Iteration 18Q: 3 clusters Score -2261261 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2261286.000000 Penalty: 4890.018555
	Iteration 19Q: 3 clusters Score -2261286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2261313.000000 Penalty: 4890.018555
	Iteration 20F: 3 clusters Score -2261313 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2261328.250000 Penalty: 4890.018555
	Iteration 21Q: 3 clusters Score -2261328 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2261338.750000 Penalty: 4890.018555
	Iteration 22Q: 3 clusters Score -2261339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2261350.750000 Penalty: 4890.018555
	Iteration 23Q: 3 clusters Score -2261351 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2261361.750000 Penalty: 4890.018555
	Iteration 24Q: 3 clusters Score -2261362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2261377.250000 Penalty: 4890.018555
	Iteration 25Q: 3 clusters Score -2261377 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2261381.250000 Penalty: 4890.018555
	Iteration 26Q: 3 clusters Score -2261381 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2261404.250000 Penalty: 4890.018555
	Iteration 27Q: 3 clusters Score -2261404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2261408.250000 Penalty: 4890.018555
	Iteration 28Q: 3 clusters Score -2261408 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2261424.000000 Penalty: 4890.018555
	Iteration 29Q: 3 clusters Score -2261424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2261431.500000 Penalty: 4890.018555
	Iteration 30Q: 3 clusters Score -2261432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2261441.500000 Penalty: 4890.018555
	Iteration 31Q: 3 clusters Score -2261442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2261449.500000 Penalty: 4890.018555
	Iteration 32Q: 3 clusters Score -2261450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2261457.750000 Penalty: 4890.018555
	Iteration 33Q: 3 clusters Score -2261458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2261466.500000 Penalty: 4890.018555
	Iteration 34Q: 3 clusters Score -2261466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2261463.500000 Penalty: 4890.018555
	Iteration 35Q: 3 clusters Score -2261464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2261472.250000 Penalty: 4890.018555
	Iteration 36Q: 3 clusters Score -2261472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2261476.250000 Penalty: 4890.018555
	Iteration 37Q: 3 clusters Score -2261476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2261484.750000 Penalty: 4890.018555
	Iteration 38Q: 3 clusters Score -2261485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2261483.000000 Penalty: 4890.018555
	Iteration 39Q: 3 clusters Score -2261483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2261488.000000 Penalty: 4890.018555
	Iteration 40F: 3 clusters Score -2261488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2261495.750000 Penalty: 4890.018555
	Iteration 41Q: 3 clusters Score -2261496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2261503.000000 Penalty: 4890.018555
	Iteration 42Q: 3 clusters Score -2261503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2261504.750000 Penalty: 4890.018555
	Iteration 43Q: 3 clusters Score -2261505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2261505.000000 Penalty: 4890.018555
	Iteration 44Q: 3 clusters Score -2261505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2261511.750000 Penalty: 4890.018555
	Iteration 45Q: 3 clusters Score -2261512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2261520.750000 Penalty: 4890.018555
	Iteration 46Q: 3 clusters Score -2261521 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2261517.500000 Penalty: 4890.018555
	Iteration 47Q: 3 clusters Score -2261518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2261515.750000 Penalty: 4890.018555
	Iteration 48Q: 3 clusters Score -2261516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2261521.750000 Penalty: 4890.018555
	Iteration 49Q: 3 clusters Score -2261522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2261522.500000 Penalty: 4890.018555
	Iteration 50Q: 3 clusters Score -2261522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2261521.750000 Penalty: 4890.018555
	Iteration 51Q: 3 clusters Score -2261522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2261533.000000 Penalty: 4890.018555
	Iteration 52Q: 3 clusters Score -2261533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2261540.500000 Penalty: 4890.018555
	Iteration 53Q: 3 clusters Score -2261540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2261544.000000 Penalty: 4890.018555
	Iteration 54Q: 3 clusters Score -2261544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2261551.000000 Penalty: 4890.018555
	Iteration 55Q: 3 clusters Score -2261551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2261550.750000 Penalty: 4890.018555
	Iteration 56Q: 3 clusters Score -2261551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2261563.250000 Penalty: 4890.018555
	Iteration 57Q: 3 clusters Score -2261563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2261563.750000 Penalty: 4890.018555
	Iteration 58Q: 3 clusters Score -2261564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2261572.000000 Penalty: 4890.018555
	Iteration 59Q: 3 clusters Score -2261572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2261576.750000 Penalty: 4890.018555
	Iteration 60F: 3 clusters Score -2261577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2261573.500000 Penalty: 4890.018555
	Iteration 61Q: 3 clusters Score -2261574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2261582.750000 Penalty: 4890.018555
	Iteration 62Q: 3 clusters Score -2261583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2261584.500000 Penalty: 4890.018555
	Iteration 63Q: 3 clusters Score -2261584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2261594.500000 Penalty: 4890.018555
	Iteration 64Q: 3 clusters Score -2261594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2261595.250000 Penalty: 4890.018555
	Iteration 65Q: 3 clusters Score -2261595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2261601.000000 Penalty: 4890.018555
	Iteration 66Q: 3 clusters Score -2261601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2261606.250000 Penalty: 4890.018555
	Iteration 67Q: 3 clusters Score -2261606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2261607.500000 Penalty: 4890.018555
	Iteration 68Q: 3 clusters Score -2261608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2261609.750000 Penalty: 4890.018555
	Iteration 69Q: 3 clusters Score -2261610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2261616.750000 Penalty: 4890.018555
	Iteration 70Q: 3 clusters Score -2261617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2261626.750000 Penalty: 4890.018555
	Iteration 71Q: 3 clusters Score -2261627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2261634.000000 Penalty: 4890.018555
	Iteration 72Q: 3 clusters Score -2261634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2261633.250000 Penalty: 4890.018555
	Iteration 73Q: 3 clusters Score -2261633 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2261644.250000 Penalty: 4890.018555
	Iteration 74Q: 3 clusters Score -2261644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2261644.500000 Penalty: 4890.018555
	Iteration 75Q: 3 clusters Score -2261644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2261646.750000 Penalty: 4890.018555
	Iteration 76Q: 3 clusters Score -2261647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2261652.000000 Penalty: 4890.018555
	Iteration 77Q: 3 clusters Score -2261652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2261656.750000 Penalty: 4890.018555
	Iteration 78Q: 3 clusters Score -2261657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2261660.250000 Penalty: 4890.018555
	Iteration 79Q: 3 clusters Score -2261660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2261670.250000 Penalty: 4890.018555
	Iteration 80F: 3 clusters Score -2261670 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2261675.500000 Penalty: 4890.018555
	Iteration 81Q: 3 clusters Score -2261676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2261685.000000 Penalty: 4890.018555
	Iteration 82Q: 3 clusters Score -2261685 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2261682.250000 Penalty: 4890.018555
	Iteration 83Q: 3 clusters Score -2261682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2261689.750000 Penalty: 4890.018555
	Iteration 84Q: 3 clusters Score -2261690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2261697.500000 Penalty: 4890.018555
	Iteration 85Q: 3 clusters Score -2261698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2261702.500000 Penalty: 4890.018555
	Iteration 86Q: 3 clusters Score -2261702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2261709.000000 Penalty: 4890.018555
	Iteration 87Q: 3 clusters Score -2261709 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2261719.750000 Penalty: 4890.018555
	Iteration 88Q: 3 clusters Score -2261720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2261725.000000 Penalty: 4890.018555
	Iteration 89Q: 3 clusters Score -2261725 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2261739.000000 Penalty: 4890.018555
	Iteration 90Q: 3 clusters Score -2261739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2261748.250000 Penalty: 4890.018555
	Iteration 91Q: 3 clusters Score -2261748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2261752.250000 Penalty: 4890.018555
	Iteration 92Q: 3 clusters Score -2261752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2261756.500000 Penalty: 4890.018555
	Iteration 93Q: 3 clusters Score -2261756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2261766.500000 Penalty: 4890.018555
	Iteration 94Q: 3 clusters Score -2261766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2261772.750000 Penalty: 4890.018555
	Iteration 95Q: 3 clusters Score -2261773 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2261779.750000 Penalty: 4890.018555
	Iteration 96Q: 3 clusters Score -2261780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2261787.000000 Penalty: 4890.018555
	Iteration 97Q: 3 clusters Score -2261787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2261793.000000 Penalty: 4890.018555
	Iteration 98Q: 3 clusters Score -2261793 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2261795.250000 Penalty: 4890.018555
	Iteration 99Q: 3 clusters Score -2261795 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2261804.750000 Penalty: 4890.018555
	Iteration 100F: 3 clusters Score -2261805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2261817.500000 Penalty: 4890.018555
	Iteration 101Q: 3 clusters Score -2261818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2261828.500000 Penalty: 4890.018555
	Iteration 102Q: 3 clusters Score -2261828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2261842.250000 Penalty: 4890.018555
	Iteration 103Q: 3 clusters Score -2261842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2261862.250000 Penalty: 4890.018555
	Iteration 104Q: 3 clusters Score -2261862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2261872.750000 Penalty: 4890.018555
	Iteration 105Q: 3 clusters Score -2261873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2261886.250000 Penalty: 4890.018555
	Iteration 106Q: 3 clusters Score -2261886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2261891.000000 Penalty: 4890.018555
	Iteration 107Q: 3 clusters Score -2261891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2261895.500000 Penalty: 4890.018555
	Iteration 108Q: 3 clusters Score -2261896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2261911.500000 Penalty: 4890.018555
	Iteration 109Q: 3 clusters Score -2261912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2261909.500000 Penalty: 4890.018555
	Iteration 110Q: 3 clusters Score -2261910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2261920.000000 Penalty: 4890.018555
	Iteration 111Q: 3 clusters Score -2261920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2261924.750000 Penalty: 4890.018555
	Iteration 112Q: 3 clusters Score -2261925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2261930.500000 Penalty: 4890.018555
	Iteration 113Q: 3 clusters Score -2261930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2261936.500000 Penalty: 4890.018555
	Iteration 114Q: 3 clusters Score -2261936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2261933.000000 Penalty: 4890.018555
	Iteration 115Q: 3 clusters Score -2261933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2261928.500000 Penalty: 4890.018555
	Iteration 116Q: 3 clusters Score -2261928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2261934.500000 Penalty: 4890.018555
	Iteration 117Q: 3 clusters Score -2261934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2261938.000000 Penalty: 4890.018555
	Iteration 118Q: 3 clusters Score -2261938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2261938.000000 Penalty: 4890.018555
	Iteration 119Q: 3 clusters Score -2261938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2261956.000000 Penalty: 4890.018555
	Iteration 120F: 3 clusters Score -2261956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2261958.500000 Penalty: 4890.018555
	Iteration 121Q: 3 clusters Score -2261958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2261963.500000 Penalty: 4890.018555
	Iteration 122Q: 3 clusters Score -2261964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2261968.500000 Penalty: 4890.018555
	Iteration 123Q: 3 clusters Score -2261968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2261982.250000 Penalty: 4890.018555
	Iteration 124Q: 3 clusters Score -2261982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2261989.000000 Penalty: 4890.018555
	Iteration 125Q: 3 clusters Score -2261989 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2262001.500000 Penalty: 4890.018555
	Iteration 126Q: 3 clusters Score -2262002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2262006.750000 Penalty: 4890.018555
	Iteration 127Q: 3 clusters Score -2262007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2262026.500000 Penalty: 4890.018555
	Iteration 128Q: 3 clusters Score -2262026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2262035.500000 Penalty: 4890.018555
	Iteration 129Q: 3 clusters Score -2262036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2262049.500000 Penalty: 4890.018555
	Iteration 130Q: 3 clusters Score -2262050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2262051.000000 Penalty: 4890.018555
	Iteration 131Q: 3 clusters Score -2262051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2262068.250000 Penalty: 4890.018555
	Iteration 132Q: 3 clusters Score -2262068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2262074.000000 Penalty: 4890.018555
	Iteration 133Q: 3 clusters Score -2262074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2262083.500000 Penalty: 4890.018555
	Iteration 134Q: 3 clusters Score -2262084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2262094.000000 Penalty: 4890.018555
	Iteration 135Q: 3 clusters Score -2262094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2262112.250000 Penalty: 4890.018555
	Iteration 136Q: 3 clusters Score -2262112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2262124.500000 Penalty: 4890.018555
	Iteration 137Q: 3 clusters Score -2262124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2262124.750000 Penalty: 4890.018555
	Iteration 138Q: 3 clusters Score -2262125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2262131.000000 Penalty: 4890.018555
	Iteration 139Q: 3 clusters Score -2262131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2262141.250000 Penalty: 4890.018555
	Iteration 140F: 3 clusters Score -2262141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2262156.750000 Penalty: 4890.018555
	Iteration 141Q: 3 clusters Score -2262157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2262165.500000 Penalty: 4890.018555
	Iteration 142Q: 3 clusters Score -2262166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2262168.500000 Penalty: 4890.018555
	Iteration 143Q: 3 clusters Score -2262168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2262184.500000 Penalty: 4890.018555
	Iteration 144Q: 3 clusters Score -2262184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2262189.000000 Penalty: 4890.018555
	Iteration 145Q: 3 clusters Score -2262189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2262191.250000 Penalty: 4890.018555
	Iteration 146Q: 3 clusters Score -2262191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2262204.250000 Penalty: 4890.018555
	Iteration 147Q: 3 clusters Score -2262204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2262213.750000 Penalty: 4890.018555
	Iteration 148Q: 3 clusters Score -2262214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2262225.750000 Penalty: 4890.018555
	Iteration 149Q: 3 clusters Score -2262226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2262233.500000 Penalty: 4890.018555
	Iteration 150Q: 3 clusters Score -2262234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2262240.000000 Penalty: 4890.018555
	Iteration 151Q: 3 clusters Score -2262240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2262248.000000 Penalty: 4890.018555
	Iteration 152Q: 3 clusters Score -2262248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2262264.500000 Penalty: 4890.018555
	Iteration 153Q: 3 clusters Score -2262264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2262273.250000 Penalty: 4890.018555
	Iteration 154Q: 3 clusters Score -2262273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2262284.500000 Penalty: 4890.018555
	Iteration 155Q: 3 clusters Score -2262284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2262293.500000 Penalty: 4890.018555
	Iteration 156Q: 3 clusters Score -2262294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2262307.250000 Penalty: 4890.018555
	Iteration 157Q: 3 clusters Score -2262307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2262315.500000 Penalty: 4890.018555
	Iteration 158Q: 3 clusters Score -2262316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2262331.750000 Penalty: 4890.018555
	Iteration 159Q: 3 clusters Score -2262332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2262348.250000 Penalty: 4890.018555
	Iteration 160F: 3 clusters Score -2262348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2262361.250000 Penalty: 4890.018555
	Iteration 161Q: 3 clusters Score -2262361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2262365.750000 Penalty: 4890.018555
	Iteration 162Q: 3 clusters Score -2262366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2262378.500000 Penalty: 4890.018555
	Iteration 163Q: 3 clusters Score -2262378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2262388.000000 Penalty: 4890.018555
	Iteration 164Q: 3 clusters Score -2262388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2262409.000000 Penalty: 4890.018555
	Iteration 165Q: 3 clusters Score -2262409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2262420.250000 Penalty: 4890.018555
	Iteration 166Q: 3 clusters Score -2262420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2262431.750000 Penalty: 4890.018555
	Iteration 167Q: 3 clusters Score -2262432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2262446.750000 Penalty: 4890.018555
	Iteration 168Q: 3 clusters Score -2262447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2262457.000000 Penalty: 4890.018555
	Iteration 169Q: 3 clusters Score -2262457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2262460.250000 Penalty: 4890.018555
	Iteration 170Q: 3 clusters Score -2262460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2262462.750000 Penalty: 4890.018555
	Iteration 171Q: 3 clusters Score -2262463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2262467.750000 Penalty: 4890.018555
	Iteration 172Q: 3 clusters Score -2262468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2262470.250000 Penalty: 4890.018555
	Iteration 173Q: 3 clusters Score -2262470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2262480.750000 Penalty: 4890.018555
	Iteration 174Q: 3 clusters Score -2262481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2262484.250000 Penalty: 4890.018555
	Iteration 175Q: 3 clusters Score -2262484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2262495.750000 Penalty: 4890.018555
	Iteration 176Q: 3 clusters Score -2262496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2262491.500000 Penalty: 4890.018555
	Iteration 177Q: 3 clusters Score -2262492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2262494.000000 Penalty: 4890.018555
	Iteration 178Q: 3 clusters Score -2262494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2262491.750000 Penalty: 4890.018555
	Iteration 179Q: 3 clusters Score -2262492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2262493.500000 Penalty: 4890.018555
	Iteration 180F: 3 clusters Score -2262494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2262495.500000 Penalty: 4890.018555
	Iteration 181Q: 3 clusters Score -2262496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2262498.000000 Penalty: 4890.018555
	Iteration 182Q: 3 clusters Score -2262498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2262493.750000 Penalty: 4890.018555
	Iteration 183Q: 3 clusters Score -2262494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2262495.750000 Penalty: 4890.018555
	Iteration 184Q: 3 clusters Score -2262496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2262496.000000 Penalty: 4890.018555
	Iteration 185Q: 3 clusters Score -2262496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2262498.500000 Penalty: 4890.018555
	Iteration 186Q: 3 clusters Score -2262498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2262498.500000 Penalty: 4890.018555
	Iteration 187F: 3 clusters Score -2262498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -79968.687500 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -79968.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78228.507812 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -78228.51 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78484.523438 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -78484.52 nChanged 41
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: -78573.648438 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -78573.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78619.664062 Penalty: 3274.883545
	Iteration 3Q: 3 clusters Score -78619.66 nChanged 16
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: -78645.234375 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -78645.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78656.492188 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -78656.49 nChanged 5
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: -78667.023438 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -78667.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78675.039062 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -78675.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78678.546875 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -78678.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78686.882812 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -78686.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78690.343750 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -78690.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78692.187500 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -78692.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78692.187500 Penalty: 3274.883545
	Iteration 12F: 3 clusters Score -78692.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -130548.640625 Penalty: 1771.225098
	Iteration 0F: 2 clusters Score -130548.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -128613.789062 Penalty: 3542.450195
	Iteration 0F: 3 clusters Score -128613.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129104.070312 Penalty: 3542.450195
	Iteration 1F: 3 clusters Score -129104.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -129383.843750 Penalty: 3542.450195
	Iteration 2F: 3 clusters Score -129383.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -129711.679688 Penalty: 3542.450195
	Iteration 3F: 3 clusters Score -129711.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -129927.929688 Penalty: 3542.450195
	Iteration 4F: 3 clusters Score -129927.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -130049.695312 Penalty: 3542.450195
	Iteration 5F: 3 clusters Score -130049.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -130093.695312 Penalty: 3542.450195
	Iteration 6Q: 3 clusters Score -130093.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -130124.578125 Penalty: 3542.450195
	Iteration 7Q: 3 clusters Score -130124.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -130133.539062 Penalty: 3542.450195
	Iteration 8Q: 3 clusters Score -130133.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -130140.937500 Penalty: 3542.450195
	Iteration 9Q: 3 clusters Score -130140.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -130149.140625 Penalty: 3542.450195
	Iteration 10Q: 3 clusters Score -130149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -130151.601562 Penalty: 3542.450195
	Iteration 11Q: 3 clusters Score -130151.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -130152.804688 Penalty: 3542.450195
	Iteration 12Q: 3 clusters Score -130152.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -130152.804688 Penalty: 3542.450195
	Iteration 13F: 3 clusters Score -130152.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Entering Unmasked Estep 
Score: -1037695.312500 Penalty: 2250.963379
	Iteration 0F: 2 clusters Score -1037695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1030848.250000 Penalty: 4501.926758
	Iteration 0F: 3 clusters Score -1030848 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1032806.062500 Penalty: 4501.926758
	Iteration 1F: 3 clusters Score -1032806 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1033122.062500 Penalty: 4501.926758
	Iteration 2F: 3 clusters Score -1033122 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1033324.750000 Penalty: 4501.926758
	Iteration 3Q: 3 clusters Score -1033325 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1033479.812500 Penalty: 4501.926758
	Iteration 4Q: 3 clusters Score -1033480 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1033616.562500 Penalty: 4501.926758
	Iteration 5Q: 3 clusters Score -1033617 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1033750.312500 Penalty: 4501.926758
	Iteration 6Q: 3 clusters Score -1033750 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1033884.812500 Penalty: 4501.926758
	Iteration 7Q: 3 clusters Score -1033885 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1034026.000000 Penalty: 4501.926758
	Iteration 8Q: 3 clusters Score -1034026 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1034185.625000 Penalty: 4501.926758
	Iteration 9Q: 3 clusters Score -1034186 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1034364.125000 Penalty: 4501.926758
	Iteration 10Q: 3 clusters Score -1034364 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1034572.437500 Penalty: 4501.926758
	Iteration 11Q: 3 clusters Score -1034572 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1034795.125000 Penalty: 4501.926758
	Iteration 12Q: 3 clusters Score -1034795 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1035005.000000 Penalty: 4501.926758
	Iteration 13Q: 3 clusters Score -1035005 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1035171.187500 Penalty: 4501.926758
	Iteration 14Q: 3 clusters Score -1035171 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1035254.750000 Penalty: 4501.926758
	Iteration 15Q: 3 clusters Score -1035255 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1035308.375000 Penalty: 4501.926758
	Iteration 16Q: 3 clusters Score -1035308 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1035345.312500 Penalty: 4501.926758
	Iteration 17Q: 3 clusters Score -1035345 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1035378.562500 Penalty: 4501.926758
	Iteration 18Q: 3 clusters Score -1035379 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1035400.937500 Penalty: 4501.926758
	Iteration 19Q: 3 clusters Score -1035401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1035411.500000 Penalty: 4501.926758
	Iteration 20F: 3 clusters Score -1035412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1035423.062500 Penalty: 4501.926758
	Iteration 21Q: 3 clusters Score -1035423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1035430.000000 Penalty: 4501.926758
	Iteration 22Q: 3 clusters Score -1035430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1035438.625000 Penalty: 4501.926758
	Iteration 23Q: 3 clusters Score -1035439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1035441.500000 Penalty: 4501.926758
	Iteration 24Q: 3 clusters Score -1035442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1035447.375000 Penalty: 4501.926758
	Iteration 25Q: 3 clusters Score -1035447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1035449.312500 Penalty: 4501.926758
	Iteration 26Q: 3 clusters Score -1035449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1035449.562500 Penalty: 4501.926758
	Iteration 27Q: 3 clusters Score -1035450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1035454.750000 Penalty: 4501.926758
	Iteration 28Q: 3 clusters Score -1035455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1035457.562500 Penalty: 4501.926758
	Iteration 29Q: 3 clusters Score -1035458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1035457.937500 Penalty: 4501.926758
	Iteration 30Q: 3 clusters Score -1035458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1035459.937500 Penalty: 4501.926758
	Iteration 31Q: 3 clusters Score -1035460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1035461.062500 Penalty: 4501.926758
	Iteration 32Q: 3 clusters Score -1035461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1035463.187500 Penalty: 4501.926758
	Iteration 33Q: 3 clusters Score -1035463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1035463.000000 Penalty: 4501.926758
	Iteration 34Q: 3 clusters Score -1035463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1035463.750000 Penalty: 4501.926758
	Iteration 35Q: 3 clusters Score -1035464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1035462.437500 Penalty: 4501.926758
	Iteration 36Q: 3 clusters Score -1035462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1035462.437500 Penalty: 4501.926758
	Iteration 37F: 3 clusters Score -1035462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Entering Unmasked Estep 
Score: -448915.468750 Penalty: 2049.242676
	Iteration 0F: 2 clusters Score -448915.5 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 1899 members 
Entering Unmasked Estep 
Score: -445069.687500 Penalty: 4098.485352
	Iteration 0F: 3 clusters Score -445069.7 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -445876.500000 Penalty: 4098.485352
	Iteration 1F: 3 clusters Score -445876.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -446082.937500 Penalty: 4098.485352
	Iteration 2F: 3 clusters Score -446082.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -446193.125000 Penalty: 4098.485352
	Iteration 3F: 3 clusters Score -446193.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -446253.406250 Penalty: 4098.485352
	Iteration 4Q: 3 clusters Score -446253.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -446298.531250 Penalty: 4098.485352
	Iteration 5Q: 3 clusters Score -446298.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -446345.031250 Penalty: 4098.485352
	Iteration 6Q: 3 clusters Score -446345 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -446380.437500 Penalty: 4098.485352
	Iteration 7Q: 3 clusters Score -446380.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -446407.218750 Penalty: 4098.485352
	Iteration 8Q: 3 clusters Score -446407.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -446426.281250 Penalty: 4098.485352
	Iteration 9Q: 3 clusters Score -446426.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -446445.343750 Penalty: 4098.485352
	Iteration 10Q: 3 clusters Score -446445.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -446461.531250 Penalty: 4098.485352
	Iteration 11Q: 3 clusters Score -446461.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -446475.093750 Penalty: 4098.485352
	Iteration 12Q: 3 clusters Score -446475.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -446483.468750 Penalty: 4098.485352
	Iteration 13Q: 3 clusters Score -446483.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -446490.312500 Penalty: 4098.485352
	Iteration 14Q: 3 clusters Score -446490.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -446494.187500 Penalty: 4098.485352
	Iteration 15Q: 3 clusters Score -446494.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -446500.500000 Penalty: 4098.485352
	Iteration 16Q: 3 clusters Score -446500.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -446506.625000 Penalty: 4098.485352
	Iteration 17Q: 3 clusters Score -446506.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -446516.156250 Penalty: 4098.485352
	Iteration 18Q: 3 clusters Score -446516.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -446521.562500 Penalty: 4098.485352
	Iteration 19Q: 3 clusters Score -446521.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -446526.312500 Penalty: 4098.485352
	Iteration 20F: 3 clusters Score -446526.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -446534.437500 Penalty: 4098.485352
	Iteration 21Q: 3 clusters Score -446534.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -446544.656250 Penalty: 4098.485352
	Iteration 22Q: 3 clusters Score -446544.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -446556.187500 Penalty: 4098.485352
	Iteration 23Q: 3 clusters Score -446556.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -446565.031250 Penalty: 4098.485352
	Iteration 24Q: 3 clusters Score -446565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -446572.250000 Penalty: 4098.485352
	Iteration 25Q: 3 clusters Score -446572.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -446576.531250 Penalty: 4098.485352
	Iteration 26Q: 3 clusters Score -446576.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -446577.937500 Penalty: 4098.485352
	Iteration 27Q: 3 clusters Score -446577.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -446582.000000 Penalty: 4098.485352
	Iteration 28Q: 3 clusters Score -446582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -446587.218750 Penalty: 4098.485352
	Iteration 29Q: 3 clusters Score -446587.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -446593.218750 Penalty: 4098.485352
	Iteration 30Q: 3 clusters Score -446593.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -446600.687500 Penalty: 4098.485352
	Iteration 31Q: 3 clusters Score -446600.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -446610.875000 Penalty: 4098.485352
	Iteration 32Q: 3 clusters Score -446610.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -446624.187500 Penalty: 4098.485352
	Iteration 33Q: 3 clusters Score -446624.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -446636.250000 Penalty: 4098.485352
	Iteration 34Q: 3 clusters Score -446636.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -446645.218750 Penalty: 4098.485352
	Iteration 35Q: 3 clusters Score -446645.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -446652.687500 Penalty: 4098.485352
	Iteration 36Q: 3 clusters Score -446652.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -446657.187500 Penalty: 4098.485352
	Iteration 37Q: 3 clusters Score -446657.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -446666.718750 Penalty: 4098.485352
	Iteration 38Q: 3 clusters Score -446666.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -446676.437500 Penalty: 4098.485352
	Iteration 39Q: 3 clusters Score -446676.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -446690.750000 Penalty: 4098.485352
	Iteration 40F: 3 clusters Score -446690.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -446705.687500 Penalty: 4098.485352
	Iteration 41Q: 3 clusters Score -446705.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -446720.750000 Penalty: 4098.485352
	Iteration 42Q: 3 clusters Score -446720.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -446733.937500 Penalty: 4098.485352
	Iteration 43Q: 3 clusters Score -446733.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -446743.437500 Penalty: 4098.485352
	Iteration 44Q: 3 clusters Score -446743.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -446749.906250 Penalty: 4098.485352
	Iteration 45Q: 3 clusters Score -446749.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -446752.593750 Penalty: 4098.485352
	Iteration 46Q: 3 clusters Score -446752.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -446760.562500 Penalty: 4098.485352
	Iteration 47Q: 3 clusters Score -446760.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -446768.843750 Penalty: 4098.485352
	Iteration 48Q: 3 clusters Score -446768.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -446776.250000 Penalty: 4098.485352
	Iteration 49Q: 3 clusters Score -446776.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -446781.437500 Penalty: 4098.485352
	Iteration 50Q: 3 clusters Score -446781.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -446791.218750 Penalty: 4098.485352
	Iteration 51Q: 3 clusters Score -446791.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -446800.625000 Penalty: 4098.485352
	Iteration 52Q: 3 clusters Score -446800.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -446807.593750 Penalty: 4098.485352
	Iteration 53Q: 3 clusters Score -446807.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -446815.062500 Penalty: 4098.485352
	Iteration 54Q: 3 clusters Score -446815.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -446821.375000 Penalty: 4098.485352
	Iteration 55Q: 3 clusters Score -446821.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -446828.937500 Penalty: 4098.485352
	Iteration 56Q: 3 clusters Score -446828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -446833.968750 Penalty: 4098.485352
	Iteration 57Q: 3 clusters Score -446834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -446839.906250 Penalty: 4098.485352
	Iteration 58Q: 3 clusters Score -446839.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -446846.593750 Penalty: 4098.485352
	Iteration 59Q: 3 clusters Score -446846.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -446851.468750 Penalty: 4098.485352
	Iteration 60F: 3 clusters Score -446851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -446858.125000 Penalty: 4098.485352
	Iteration 61Q: 3 clusters Score -446858.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -446863.468750 Penalty: 4098.485352
	Iteration 62Q: 3 clusters Score -446863.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -446868.562500 Penalty: 4098.485352
	Iteration 63Q: 3 clusters Score -446868.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -446872.093750 Penalty: 4098.485352
	Iteration 64Q: 3 clusters Score -446872.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -446879.312500 Penalty: 4098.485352
	Iteration 65Q: 3 clusters Score -446879.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -446888.531250 Penalty: 4098.485352
	Iteration 66Q: 3 clusters Score -446888.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -446898.218750 Penalty: 4098.485352
	Iteration 67Q: 3 clusters Score -446898.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -446909.062500 Penalty: 4098.485352
	Iteration 68Q: 3 clusters Score -446909.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -446916.812500 Penalty: 4098.485352
	Iteration 69Q: 3 clusters Score -446916.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -446927.031250 Penalty: 4098.485352
	Iteration 70Q: 3 clusters Score -446927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -446939.593750 Penalty: 4098.485352
	Iteration 71Q: 3 clusters Score -446939.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -446948.937500 Penalty: 4098.485352
	Iteration 72Q: 3 clusters Score -446948.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -446954.687500 Penalty: 4098.485352
	Iteration 73Q: 3 clusters Score -446954.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -446964.031250 Penalty: 4098.485352
	Iteration 74Q: 3 clusters Score -446964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -446972.875000 Penalty: 4098.485352
	Iteration 75Q: 3 clusters Score -446972.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -446977.250000 Penalty: 4098.485352
	Iteration 76Q: 3 clusters Score -446977.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -446982.937500 Penalty: 4098.485352
	Iteration 77Q: 3 clusters Score -446982.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -446985.125000 Penalty: 4098.485352
	Iteration 78Q: 3 clusters Score -446985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -446986.000000 Penalty: 4098.485352
	Iteration 79Q: 3 clusters Score -446986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -446987.062500 Penalty: 4098.485352
	Iteration 80F: 3 clusters Score -446987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -446989.781250 Penalty: 4098.485352
	Iteration 81Q: 3 clusters Score -446989.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -446994.125000 Penalty: 4098.485352
	Iteration 82Q: 3 clusters Score -446994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -446998.875000 Penalty: 4098.485352
	Iteration 83Q: 3 clusters Score -446998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -447001.031250 Penalty: 4098.485352
	Iteration 84Q: 3 clusters Score -447001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -447003.000000 Penalty: 4098.485352
	Iteration 85Q: 3 clusters Score -447003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -447005.500000 Penalty: 4098.485352
	Iteration 86Q: 3 clusters Score -447005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -447007.500000 Penalty: 4098.485352
	Iteration 87Q: 3 clusters Score -447007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -447009.906250 Penalty: 4098.485352
	Iteration 88Q: 3 clusters Score -447009.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -447013.750000 Penalty: 4098.485352
	Iteration 89Q: 3 clusters Score -447013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -447014.781250 Penalty: 4098.485352
	Iteration 90Q: 3 clusters Score -447014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -447015.562500 Penalty: 4098.485352
	Iteration 91Q: 3 clusters Score -447015.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -447016.312500 Penalty: 4098.485352
	Iteration 92Q: 3 clusters Score -447016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -447017.625000 Penalty: 4098.485352
	Iteration 93Q: 3 clusters Score -447017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -447017.156250 Penalty: 4098.485352
	Iteration 94Q: 3 clusters Score -447017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -447017.156250 Penalty: 4098.485352
	Iteration 95F: 3 clusters Score -447017.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155206 members 
Entering Unmasked Estep 
Score: -18040974.000000 Penalty: 2964.222168
	Iteration 0F: 2 clusters Score -1.804097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77500 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -17937634.000000 Penalty: 5928.444336
	Iteration 0F: 3 clusters Score -1.793763e+07 nChanged 74245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -17980140.000000 Penalty: 5928.444336
	Iteration 1F: 3 clusters Score -1.798014e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -17981110.000000 Penalty: 5928.444336
	Iteration 2Q: 3 clusters Score -1.798111e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 81763 members 
Entering Unmasked Estep 
Score: -17982386.000000 Penalty: 5928.444336
	Iteration 3Q: 3 clusters Score -1.798239e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -17984154.000000 Penalty: 5928.444336
	Iteration 4Q: 3 clusters Score -1.798415e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -17986640.000000 Penalty: 5928.444336
	Iteration 5Q: 3 clusters Score -1.798664e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -17990074.000000 Penalty: 5928.444336
	Iteration 6Q: 3 clusters Score -1.799007e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 98841 members 
Entering Unmasked Estep 
Score: -17995336.000000 Penalty: 5928.444336
	Iteration 7F: 3 clusters Score -1.799534e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 106826 members 
Entering Unmasked Estep 
Score: -18002436.000000 Penalty: 5928.444336
	Iteration 8F: 3 clusters Score -1.800244e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 115563 members 
Entering Unmasked Estep 
Score: -18011036.000000 Penalty: 5928.444336
	Iteration 9F: 3 clusters Score -1.801104e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 123624 members 
Entering Unmasked Estep 
Score: -18018984.000000 Penalty: 5928.444336
	Iteration 10F: 3 clusters Score -1.801898e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 130069 members 
Entering Unmasked Estep 
Score: -18024704.000000 Penalty: 5928.444336
	Iteration 11Q: 3 clusters Score -1.80247e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 134847 members 
Entering Unmasked Estep 
Score: -18028628.000000 Penalty: 5928.444336
	Iteration 12Q: 3 clusters Score -1.802863e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 138443 members 
Entering Unmasked Estep 
Score: -18031240.000000 Penalty: 5928.444336
	Iteration 13Q: 3 clusters Score -1.803124e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 141433 members 
Entering Unmasked Estep 
Score: -18033172.000000 Penalty: 5928.444336
	Iteration 14Q: 3 clusters Score -1.803317e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 143926 members 
Entering Unmasked Estep 
Score: -18034686.000000 Penalty: 5928.444336
	Iteration 15Q: 3 clusters Score -1.803469e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 145896 members 
Entering Unmasked Estep 
Score: -18035822.000000 Penalty: 5928.444336
	Iteration 16Q: 3 clusters Score -1.803582e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 147466 members 
Entering Unmasked Estep 
Score: -18036714.000000 Penalty: 5928.444336
	Iteration 17Q: 3 clusters Score -1.803671e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 148715 members 
Entering Unmasked Estep 
Score: -18037470.000000 Penalty: 5928.444336
	Iteration 18Q: 3 clusters Score -1.803747e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 149639 members 
Entering Unmasked Estep 
Score: -18037942.000000 Penalty: 5928.444336
	Iteration 19Q: 3 clusters Score -1.803794e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 150337 members 
Entering Unmasked Estep 
Score: -18038296.000000 Penalty: 5928.444336
	Iteration 20F: 3 clusters Score -1.80383e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 150865 members 
Entering Unmasked Estep 
Score: -18038566.000000 Penalty: 5928.444336
	Iteration 21Q: 3 clusters Score -1.803857e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 151272 members 
Entering Unmasked Estep 
Score: -18038780.000000 Penalty: 5928.444336
	Iteration 22Q: 3 clusters Score -1.803878e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 151593 members 
Entering Unmasked Estep 
Score: -18038814.000000 Penalty: 5928.444336
	Iteration 23Q: 3 clusters Score -1.803881e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 151848 members 
Entering Unmasked Estep 
Score: -18038958.000000 Penalty: 5928.444336
	Iteration 24Q: 3 clusters Score -1.803896e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 152049 members 
Entering Unmasked Estep 
Score: -18039044.000000 Penalty: 5928.444336
	Iteration 25Q: 3 clusters Score -1.803904e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 152210 members 
Entering Unmasked Estep 
Score: -18039076.000000 Penalty: 5928.444336
	Iteration 26Q: 3 clusters Score -1.803908e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 152344 members 
Entering Unmasked Estep 
Score: -18039112.000000 Penalty: 5928.444336
	Iteration 27Q: 3 clusters Score -1.803911e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 152438 members 
Entering Unmasked Estep 
Score: -18039134.000000 Penalty: 5928.444336
	Iteration 28Q: 3 clusters Score -1.803913e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 152513 members 
Entering Unmasked Estep 
Score: -18039178.000000 Penalty: 5928.444336
	Iteration 29Q: 3 clusters Score -1.803918e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 152588 members 
Entering Unmasked Estep 
Score: -18039194.000000 Penalty: 5928.444336
	Iteration 30Q: 3 clusters Score -1.803919e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 152642 members 
Entering Unmasked Estep 
Score: -18039208.000000 Penalty: 5928.444336
	Iteration 31Q: 3 clusters Score -1.803921e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 152691 members 
Entering Unmasked Estep 
Score: -18039246.000000 Penalty: 5928.444336
	Iteration 32Q: 3 clusters Score -1.803925e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 152745 members 
Entering Unmasked Estep 
Score: -18039192.000000 Penalty: 5928.444336
	Iteration 33Q: 3 clusters Score -1.803919e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 152789 members 
Entering Unmasked Estep 
Score: -18039178.000000 Penalty: 5928.444336
	Iteration 34Q: 3 clusters Score -1.803918e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 152834 members 
Entering Unmasked Estep 
Score: -18039196.000000 Penalty: 5928.444336
	Iteration 35Q: 3 clusters Score -1.80392e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 152875 members 
Entering Unmasked Estep 
Score: -18039204.000000 Penalty: 5928.444336
	Iteration 36Q: 3 clusters Score -1.80392e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 152915 members 
Entering Unmasked Estep 
Score: -18039212.000000 Penalty: 5928.444336
	Iteration 37Q: 3 clusters Score -1.803921e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 152944 members 
Entering Unmasked Estep 
Score: -18039212.000000 Penalty: 5928.444336
	Iteration 38Q: 3 clusters Score -1.803921e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 152971 members 
Entering Unmasked Estep 
Score: -18039232.000000 Penalty: 5928.444336
	Iteration 39Q: 3 clusters Score -1.803923e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 152989 members 
Entering Unmasked Estep 
Score: -18039248.000000 Penalty: 5928.444336
	Iteration 40F: 3 clusters Score -1.803925e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 153002 members 
Entering Unmasked Estep 
Score: -18039266.000000 Penalty: 5928.444336
	Iteration 41Q: 3 clusters Score -1.803927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 153010 members 
Entering Unmasked Estep 
Score: -18039276.000000 Penalty: 5928.444336
	Iteration 42Q: 3 clusters Score -1.803928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 153015 members 
Entering Unmasked Estep 
Score: -18039282.000000 Penalty: 5928.444336
	Iteration 43Q: 3 clusters Score -1.803928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -18039282.000000 Penalty: 5928.444336
	Iteration 44Q: 3 clusters Score -1.803928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 153033 members 
Entering Unmasked Estep 
Score: -18039280.000000 Penalty: 5928.444336
	Iteration 45Q: 3 clusters Score -1.803928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 153042 members 
Entering Unmasked Estep 
Score: -18039268.000000 Penalty: 5928.444336
	Iteration 46Q: 3 clusters Score -1.803927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 153047 members 
Entering Unmasked Estep 
Score: -18039274.000000 Penalty: 5928.444336
	Iteration 47Q: 3 clusters Score -1.803927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 153048 members 
Entering Unmasked Estep 
Score: -18039268.000000 Penalty: 5928.444336
	Iteration 48Q: 3 clusters Score -1.803927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 153049 members 
Entering Unmasked Estep 
Score: -18039278.000000 Penalty: 5928.444336
	Iteration 49Q: 3 clusters Score -1.803928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 153049 members 
Entering Unmasked Estep 
Score: -18039278.000000 Penalty: 5928.444336
	Iteration 50F: 3 clusters Score -1.803928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Entering Unmasked Estep 
Score: -4293775.000000 Penalty: 2615.277344
	Iteration 0F: 2 clusters Score -4293775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4268222.000000 Penalty: 5230.554688
	Iteration 0F: 3 clusters Score -4268222 nChanged 17247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -4277667.500000 Penalty: 5230.554688
	Iteration 1F: 3 clusters Score -4277668 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4278488.000000 Penalty: 5230.554688
	Iteration 2Q: 3 clusters Score -4278488 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -4279593.000000 Penalty: 5230.554688
	Iteration 3F: 3 clusters Score -4279593 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -4281015.500000 Penalty: 5230.554688
	Iteration 4F: 3 clusters Score -4281016 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -4282749.500000 Penalty: 5230.554688
	Iteration 5F: 3 clusters Score -4282750 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4284825.500000 Penalty: 5230.554688
	Iteration 6F: 3 clusters Score -4284826 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -4286784.500000 Penalty: 5230.554688
	Iteration 7F: 3 clusters Score -4286784 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -4288364.500000 Penalty: 5230.554688
	Iteration 8F: 3 clusters Score -4288364 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -4289311.000000 Penalty: 5230.554688
	Iteration 9Q: 3 clusters Score -4289311 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -4289740.500000 Penalty: 5230.554688
	Iteration 10Q: 3 clusters Score -4289740 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -4289954.000000 Penalty: 5230.554688
	Iteration 11Q: 3 clusters Score -4289954 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -4290110.000000 Penalty: 5230.554688
	Iteration 12Q: 3 clusters Score -4290110 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -4290193.500000 Penalty: 5230.554688
	Iteration 13Q: 3 clusters Score -4290194 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -4290315.500000 Penalty: 5230.554688
	Iteration 14Q: 3 clusters Score -4290316 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -4290401.000000 Penalty: 5230.554688
	Iteration 15Q: 3 clusters Score -4290401 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -4290537.500000 Penalty: 5230.554688
	Iteration 16Q: 3 clusters Score -4290538 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -4290675.000000 Penalty: 5230.554688
	Iteration 17Q: 3 clusters Score -4290675 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -4290794.000000 Penalty: 5230.554688
	Iteration 18Q: 3 clusters Score -4290794 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4290906.500000 Penalty: 5230.554688
	Iteration 19Q: 3 clusters Score -4290906 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -4291076.000000 Penalty: 5230.554688
	Iteration 20F: 3 clusters Score -4291076 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4291258.500000 Penalty: 5230.554688
	Iteration 21Q: 3 clusters Score -4291258 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4291497.000000 Penalty: 5230.554688
	Iteration 22Q: 3 clusters Score -4291497 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -4291793.000000 Penalty: 5230.554688
	Iteration 23Q: 3 clusters Score -4291793 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4292174.000000 Penalty: 5230.554688
	Iteration 24Q: 3 clusters Score -4292174 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4292701.000000 Penalty: 5230.554688
	Iteration 25Q: 3 clusters Score -4292701 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4293243.000000 Penalty: 5230.554688
	Iteration 26Q: 3 clusters Score -4293243 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4293373.000000 Penalty: 5230.554688
	Iteration 27Q: 3 clusters Score -4293373 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4293412.000000 Penalty: 5230.554688
	Iteration 28Q: 3 clusters Score -4293412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4293425.000000 Penalty: 5230.554688
	Iteration 29Q: 3 clusters Score -4293425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4293432.000000 Penalty: 5230.554688
	Iteration 30Q: 3 clusters Score -4293432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4293446.000000 Penalty: 5230.554688
	Iteration 31Q: 3 clusters Score -4293446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4293449.000000 Penalty: 5230.554688
	Iteration 32Q: 3 clusters Score -4293449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4293449.000000 Penalty: 5230.554688
	Iteration 33Q: 3 clusters Score -4293449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4293449.500000 Penalty: 5230.554688
	Iteration 34Q: 3 clusters Score -4293450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4293453.000000 Penalty: 5230.554688
	Iteration 35Q: 3 clusters Score -4293453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4293451.000000 Penalty: 5230.554688
	Iteration 36Q: 3 clusters Score -4293451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4293451.000000 Penalty: 5230.554688
	Iteration 37Q: 3 clusters Score -4293451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4293451.000000 Penalty: 5230.554688
	Iteration 38F: 3 clusters Score -4293451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (128258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128258 members 
Entering Unmasked Estep 
Score: -15049726.000000 Penalty: 2916.926025
	Iteration 0F: 2 clusters Score -1.504973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -14963932.000000 Penalty: 5833.852051
	Iteration 0F: 3 clusters Score -1.496393e+07 nChanged 60867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -14999454.000000 Penalty: 5833.852051
	Iteration 1F: 3 clusters Score -1.499945e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -15000384.000000 Penalty: 5833.852051
	Iteration 2Q: 3 clusters Score -1.500038e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -15001602.000000 Penalty: 5833.852051
	Iteration 3Q: 3 clusters Score -1.50016e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -15003442.000000 Penalty: 5833.852051
	Iteration 4Q: 3 clusters Score -1.500344e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 75530 members 
Entering Unmasked Estep 
Score: -15006546.000000 Penalty: 5833.852051
	Iteration 5Q: 3 clusters Score -1.500655e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -15011710.000000 Penalty: 5833.852051
	Iteration 6F: 3 clusters Score -1.501171e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 86976 members 
Entering Unmasked Estep 
Score: -15018820.000000 Penalty: 5833.852051
	Iteration 7F: 3 clusters Score -1.501882e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 92969 members 
Entering Unmasked Estep 
Score: -15026528.000000 Penalty: 5833.852051
	Iteration 8F: 3 clusters Score -1.502653e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -15032035.000000 Penalty: 5833.852051
	Iteration 9F: 3 clusters Score -1.503204e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 101013 members 
Entering Unmasked Estep 
Score: -15035215.000000 Penalty: 5833.852051
	Iteration 10Q: 3 clusters Score -1.503522e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 103773 members 
Entering Unmasked Estep 
Score: -15036950.000000 Penalty: 5833.852051
	Iteration 11Q: 3 clusters Score -1.503695e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 106222 members 
Entering Unmasked Estep 
Score: -15038142.000000 Penalty: 5833.852051
	Iteration 12Q: 3 clusters Score -1.503814e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 108513 members 
Entering Unmasked Estep 
Score: -15039098.000000 Penalty: 5833.852051
	Iteration 13Q: 3 clusters Score -1.50391e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 110742 members 
Entering Unmasked Estep 
Score: -15040049.000000 Penalty: 5833.852051
	Iteration 14Q: 3 clusters Score -1.504005e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 112860 members 
Entering Unmasked Estep 
Score: -15040994.000000 Penalty: 5833.852051
	Iteration 15Q: 3 clusters Score -1.504099e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 114820 members 
Entering Unmasked Estep 
Score: -15041915.000000 Penalty: 5833.852051
	Iteration 16Q: 3 clusters Score -1.504192e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 116607 members 
Entering Unmasked Estep 
Score: -15042799.000000 Penalty: 5833.852051
	Iteration 17Q: 3 clusters Score -1.50428e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 118205 members 
Entering Unmasked Estep 
Score: -15043619.000000 Penalty: 5833.852051
	Iteration 18Q: 3 clusters Score -1.504362e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 119600 members 
Entering Unmasked Estep 
Score: -15044247.000000 Penalty: 5833.852051
	Iteration 19Q: 3 clusters Score -1.504425e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 120805 members 
Entering Unmasked Estep 
Score: -15044876.000000 Penalty: 5833.852051
	Iteration 20F: 3 clusters Score -1.504488e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 121816 members 
Entering Unmasked Estep 
Score: -15045286.000000 Penalty: 5833.852051
	Iteration 21Q: 3 clusters Score -1.504529e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 122662 members 
Entering Unmasked Estep 
Score: -15045624.000000 Penalty: 5833.852051
	Iteration 22Q: 3 clusters Score -1.504562e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 123374 members 
Entering Unmasked Estep 
Score: -15045969.000000 Penalty: 5833.852051
	Iteration 23Q: 3 clusters Score -1.504597e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 123992 members 
Entering Unmasked Estep 
Score: -15046208.000000 Penalty: 5833.852051
	Iteration 24Q: 3 clusters Score -1.504621e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 124527 members 
Entering Unmasked Estep 
Score: -15046373.000000 Penalty: 5833.852051
	Iteration 25Q: 3 clusters Score -1.504637e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 124957 members 
Entering Unmasked Estep 
Score: -15046547.000000 Penalty: 5833.852051
	Iteration 26Q: 3 clusters Score -1.504655e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 125305 members 
Entering Unmasked Estep 
Score: -15046727.000000 Penalty: 5833.852051
	Iteration 27Q: 3 clusters Score -1.504673e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 125581 members 
Entering Unmasked Estep 
Score: -15046917.000000 Penalty: 5833.852051
	Iteration 28Q: 3 clusters Score -1.504692e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 125798 members 
Entering Unmasked Estep 
Score: -15046999.000000 Penalty: 5833.852051
	Iteration 29Q: 3 clusters Score -1.5047e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 125981 members 
Entering Unmasked Estep 
Score: -15047091.000000 Penalty: 5833.852051
	Iteration 30Q: 3 clusters Score -1.504709e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 126109 members 
Entering Unmasked Estep 
Score: -15047101.000000 Penalty: 5833.852051
	Iteration 31Q: 3 clusters Score -1.50471e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 126220 members 
Entering Unmasked Estep 
Score: -15047162.000000 Penalty: 5833.852051
	Iteration 32Q: 3 clusters Score -1.504716e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 126313 members 
Entering Unmasked Estep 
Score: -15047189.000000 Penalty: 5833.852051
	Iteration 33Q: 3 clusters Score -1.504719e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 126387 members 
Entering Unmasked Estep 
Score: -15047243.000000 Penalty: 5833.852051
	Iteration 34Q: 3 clusters Score -1.504724e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 126445 members 
Entering Unmasked Estep 
Score: -15047240.000000 Penalty: 5833.852051
	Iteration 35Q: 3 clusters Score -1.504724e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 126498 members 
Entering Unmasked Estep 
Score: -15047256.000000 Penalty: 5833.852051
	Iteration 36Q: 3 clusters Score -1.504726e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 126559 members 
Entering Unmasked Estep 
Score: -15047308.000000 Penalty: 5833.852051
	Iteration 37Q: 3 clusters Score -1.504731e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 126606 members 
Entering Unmasked Estep 
Score: -15047316.000000 Penalty: 5833.852051
	Iteration 38Q: 3 clusters Score -1.504732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 126627 members 
Entering Unmasked Estep 
Score: -15047330.000000 Penalty: 5833.852051
	Iteration 39Q: 3 clusters Score -1.504733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 126646 members 
Entering Unmasked Estep 
Score: -15047347.000000 Penalty: 5833.852051
	Iteration 40F: 3 clusters Score -1.504735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 126659 members 
Entering Unmasked Estep 
Score: -15047361.000000 Penalty: 5833.852051
	Iteration 41Q: 3 clusters Score -1.504736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 126671 members 
Entering Unmasked Estep 
Score: -15047352.000000 Penalty: 5833.852051
	Iteration 42Q: 3 clusters Score -1.504735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 126681 members 
Entering Unmasked Estep 
Score: -15047364.000000 Penalty: 5833.852051
	Iteration 43Q: 3 clusters Score -1.504736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 126689 members 
Entering Unmasked Estep 
Score: -15047360.000000 Penalty: 5833.852051
	Iteration 44Q: 3 clusters Score -1.504736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 126696 members 
Entering Unmasked Estep 
Score: -15047357.000000 Penalty: 5833.852051
	Iteration 45Q: 3 clusters Score -1.504736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 126704 members 
Entering Unmasked Estep 
Score: -15047359.000000 Penalty: 5833.852051
	Iteration 46Q: 3 clusters Score -1.504736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 126707 members 
Entering Unmasked Estep 
Score: -15047361.000000 Penalty: 5833.852051
	Iteration 47Q: 3 clusters Score -1.504736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 126711 members 
Entering Unmasked Estep 
Score: -15047368.000000 Penalty: 5833.852051
	Iteration 48Q: 3 clusters Score -1.504737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 126718 members 
Entering Unmasked Estep 
Score: -15047356.000000 Penalty: 5833.852051
	Iteration 49Q: 3 clusters Score -1.504736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 126726 members 
Entering Unmasked Estep 
Score: -15047353.000000 Penalty: 5833.852051
	Iteration 50Q: 3 clusters Score -1.504735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 126729 members 
Entering Unmasked Estep 
Score: -15047358.000000 Penalty: 5833.852051
	Iteration 51Q: 3 clusters Score -1.504736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 126735 members 
Entering Unmasked Estep 
Score: -15047364.000000 Penalty: 5833.852051
	Iteration 52Q: 3 clusters Score -1.504736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 126746 members 
Entering Unmasked Estep 
Score: -15047363.000000 Penalty: 5833.852051
	Iteration 53Q: 3 clusters Score -1.504736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 126752 members 
Entering Unmasked Estep 
Score: -15047360.000000 Penalty: 5833.852051
	Iteration 54Q: 3 clusters Score -1.504736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 126761 members 
Entering Unmasked Estep 
Score: -15047362.000000 Penalty: 5833.852051
	Iteration 55Q: 3 clusters Score -1.504736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 126771 members 
Entering Unmasked Estep 
Score: -15047377.000000 Penalty: 5833.852051
	Iteration 56Q: 3 clusters Score -1.504738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 126779 members 
Entering Unmasked Estep 
Score: -15047382.000000 Penalty: 5833.852051
	Iteration 57Q: 3 clusters Score -1.504738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 126784 members 
Entering Unmasked Estep 
Score: -15047371.000000 Penalty: 5833.852051
	Iteration 58Q: 3 clusters Score -1.504737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 126788 members 
Entering Unmasked Estep 
Score: -15047376.000000 Penalty: 5833.852051
	Iteration 59Q: 3 clusters Score -1.504738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 126790 members 
Entering Unmasked Estep 
Score: -15047368.000000 Penalty: 5833.852051
	Iteration 60F: 3 clusters Score -1.504737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 126795 members 
Entering Unmasked Estep 
Score: -15047367.000000 Penalty: 5833.852051
	Iteration 61Q: 3 clusters Score -1.504737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 126797 members 
Entering Unmasked Estep 
Score: -15047374.000000 Penalty: 5833.852051
	Iteration 62Q: 3 clusters Score -1.504737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 126797 members 
Entering Unmasked Estep 
Score: -15047374.000000 Penalty: 5833.852051
	Iteration 63F: 3 clusters Score -1.504737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 23253 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 6 contains 212590 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2233 members 
Mstep: Class 9 contains 15309 members 
Mstep: Class 10 contains 19128 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8747 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 20 contains 155206 members 
Mstep: Class 23 contains 38005 members 
Mstep: Class 24 contains 128258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647904.000000 Penalty: 49803.171875
Iteration 199Q: 16 clusters Score -7.46479e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 23256 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 6 contains 212593 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 9 contains 15307 members 
Mstep: Class 10 contains 19129 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8748 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 20 contains 155216 members 
Mstep: Class 23 contains 38002 members 
Mstep: Class 24 contains 128247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647888.000000 Penalty: 49803.171875
Iteration 200F: 16 clusters Score -7.464789e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 23255 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 6 contains 212582 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 15307 members 
Mstep: Class 10 contains 19128 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8745 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 20 contains 155249 members 
Mstep: Class 23 contains 38005 members 
Mstep: Class 24 contains 128227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647784.000000 Penalty: 49803.171875
Iteration 201Q: 16 clusters Score -7.464778e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 23262 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 6 contains 212576 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 19127 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8744 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 20 contains 155282 members 
Mstep: Class 23 contains 38004 members 
Mstep: Class 24 contains 128206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647832.000000 Penalty: 49803.171875
Iteration 202Q: 16 clusters Score -7.464783e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 23267 members 
Mstep: Class 3 contains 14720 members 
Mstep: Class 6 contains 212581 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 15299 members 
Mstep: Class 10 contains 19117 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 20 contains 155306 members 
Mstep: Class 23 contains 38000 members 
Mstep: Class 24 contains 128193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647784.000000 Penalty: 49803.171875
Iteration 203Q: 16 clusters Score -7.464778e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 23273 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 6 contains 212586 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2227 members 
Mstep: Class 9 contains 15297 members 
Mstep: Class 10 contains 19117 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 17 contains 3873 members 
Mstep: Class 20 contains 155316 members 
Mstep: Class 23 contains 37998 members 
Mstep: Class 24 contains 128178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647760.000000 Penalty: 49803.171875
Iteration 204Q: 16 clusters Score -7.464776e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 23280 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 6 contains 212601 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 15294 members 
Mstep: Class 10 contains 19117 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 20 contains 155315 members 
Mstep: Class 23 contains 37995 members 
Mstep: Class 24 contains 128165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647752.000000 Penalty: 49803.171875
Iteration 205Q: 16 clusters Score -7.464775e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 23283 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 6 contains 212607 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2229 members 
Mstep: Class 9 contains 15287 members 
Mstep: Class 10 contains 19117 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 20 contains 155312 members 
Mstep: Class 23 contains 37996 members 
Mstep: Class 24 contains 128162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647728.000000 Penalty: 49803.171875
Iteration 206Q: 16 clusters Score -7.464773e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 23286 members 
Mstep: Class 3 contains 14713 members 
Mstep: Class 6 contains 212628 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 19122 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 20 contains 155322 members 
Mstep: Class 23 contains 37987 members 
Mstep: Class 24 contains 128149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647712.000000 Penalty: 49803.171875
Iteration 207Q: 16 clusters Score -7.464771e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 23287 members 
Mstep: Class 3 contains 14711 members 
Mstep: Class 6 contains 212632 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2225 members 
Mstep: Class 9 contains 15276 members 
Mstep: Class 10 contains 19122 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8742 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 20 contains 155337 members 
Mstep: Class 23 contains 37986 members 
Mstep: Class 24 contains 128138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647768.000000 Penalty: 49803.171875
Iteration 208Q: 16 clusters Score -7.464777e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 23286 members 
Mstep: Class 3 contains 14707 members 
Mstep: Class 6 contains 212635 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2225 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 19114 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8744 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 20 contains 155358 members 
Mstep: Class 23 contains 37982 members 
Mstep: Class 24 contains 128137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647840.000000 Penalty: 49803.171875
Iteration 209Q: 16 clusters Score -7.464784e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 23285 members 
Mstep: Class 3 contains 14703 members 
Mstep: Class 6 contains 212610 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2223 members 
Mstep: Class 9 contains 15264 members 
Mstep: Class 10 contains 19113 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8745 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 20 contains 155403 members 
Mstep: Class 23 contains 37983 members 
Mstep: Class 24 contains 128129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647936.000000 Penalty: 49803.171875
Iteration 210Q: 16 clusters Score -7.464794e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 23284 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 6 contains 212591 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2225 members 
Mstep: Class 9 contains 15263 members 
Mstep: Class 10 contains 19109 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8745 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 20 contains 155448 members 
Mstep: Class 23 contains 37983 members 
Mstep: Class 24 contains 128114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647880.000000 Penalty: 49803.171875
Iteration 211Q: 16 clusters Score -7.464788e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 23288 members 
Mstep: Class 3 contains 14695 members 
Mstep: Class 6 contains 212569 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2223 members 
Mstep: Class 9 contains 15260 members 
Mstep: Class 10 contains 19109 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8747 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 20 contains 155492 members 
Mstep: Class 23 contains 37981 members 
Mstep: Class 24 contains 128099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647824.000000 Penalty: 49803.171875
Iteration 212Q: 16 clusters Score -7.464782e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 23292 members 
Mstep: Class 3 contains 14695 members 
Mstep: Class 6 contains 212562 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 15256 members 
Mstep: Class 10 contains 19108 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8746 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 20 contains 155522 members 
Mstep: Class 23 contains 37977 members 
Mstep: Class 24 contains 128084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647792.000000 Penalty: 49803.171875
Iteration 213Q: 16 clusters Score -7.464779e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 23300 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 6 contains 212550 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2219 members 
Mstep: Class 9 contains 15253 members 
Mstep: Class 10 contains 19109 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8748 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 20 contains 155553 members 
Mstep: Class 23 contains 37975 members 
Mstep: Class 24 contains 128064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647824.000000 Penalty: 49803.171875
Iteration 214Q: 16 clusters Score -7.464782e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 23302 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 6 contains 212548 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2216 members 
Mstep: Class 9 contains 15250 members 
Mstep: Class 10 contains 19109 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8748 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 20 contains 155588 members 
Mstep: Class 23 contains 37969 members 
Mstep: Class 24 contains 128047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647696.000000 Penalty: 49803.171875
Iteration 215Q: 16 clusters Score -7.46477e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 23306 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 6 contains 212549 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 15246 members 
Mstep: Class 10 contains 19103 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8748 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 20 contains 155623 members 
Mstep: Class 23 contains 37964 members 
Mstep: Class 24 contains 128027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647688.000000 Penalty: 49803.171875
Iteration 216Q: 16 clusters Score -7.464769e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 23314 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 6 contains 212556 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 15245 members 
Mstep: Class 10 contains 19098 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8745 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 20 contains 155637 members 
Mstep: Class 23 contains 37964 members 
Mstep: Class 24 contains 128017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647664.000000 Penalty: 49803.171875
Iteration 217Q: 16 clusters Score -7.464766e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 23320 members 
Mstep: Class 3 contains 14684 members 
Mstep: Class 6 contains 212555 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 15244 members 
Mstep: Class 10 contains 19094 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8744 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 20 contains 155661 members 
Mstep: Class 23 contains 37965 members 
Mstep: Class 24 contains 127998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647768.000000 Penalty: 49803.171875
Iteration 218Q: 16 clusters Score -7.464777e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 23322 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 6 contains 212552 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2200 members 
Mstep: Class 9 contains 15244 members 
Mstep: Class 10 contains 19090 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 20 contains 155691 members 
Mstep: Class 23 contains 37963 members 
Mstep: Class 24 contains 127985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647800.000000 Penalty: 49803.171875
Iteration 219Q: 16 clusters Score -7.46478e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 23320 members 
Mstep: Class 3 contains 14678 members 
Mstep: Class 6 contains 212549 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 15242 members 
Mstep: Class 10 contains 19090 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 20 contains 155720 members 
Mstep: Class 23 contains 37963 members 
Mstep: Class 24 contains 127974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647784.000000 Penalty: 49803.171875
Iteration 220F: 16 clusters Score -7.464778e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 23322 members 
Mstep: Class 3 contains 14677 members 
Mstep: Class 6 contains 212537 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 15236 members 
Mstep: Class 10 contains 19091 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 20 contains 155751 members 
Mstep: Class 23 contains 37964 members 
Mstep: Class 24 contains 127965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647800.000000 Penalty: 49803.171875
Iteration 221Q: 16 clusters Score -7.46478e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 23325 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 6 contains 212524 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2190 members 
Mstep: Class 9 contains 15231 members 
Mstep: Class 10 contains 19093 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8736 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 20 contains 155779 members 
Mstep: Class 23 contains 37963 members 
Mstep: Class 24 contains 127959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647736.000000 Penalty: 49803.171875
Iteration 222Q: 16 clusters Score -7.464774e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 23327 members 
Mstep: Class 3 contains 14669 members 
Mstep: Class 6 contains 212522 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 15228 members 
Mstep: Class 10 contains 19091 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8734 members 
Mstep: Class 17 contains 3862 members 
Mstep: Class 20 contains 155801 members 
Mstep: Class 23 contains 37959 members 
Mstep: Class 24 contains 127953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647688.000000 Penalty: 49803.171875
Iteration 223Q: 16 clusters Score -7.464769e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 23332 members 
Mstep: Class 3 contains 14667 members 
Mstep: Class 6 contains 212513 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 15228 members 
Mstep: Class 10 contains 19092 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8735 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 20 contains 155822 members 
Mstep: Class 23 contains 37957 members 
Mstep: Class 24 contains 127943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647744.000000 Penalty: 49803.171875
Iteration 224Q: 16 clusters Score -7.464774e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 23336 members 
Mstep: Class 3 contains 14667 members 
Mstep: Class 6 contains 212481 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 15229 members 
Mstep: Class 10 contains 19089 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 17 contains 3854 members 
Mstep: Class 20 contains 155857 members 
Mstep: Class 23 contains 37963 members 
Mstep: Class 24 contains 127936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647760.000000 Penalty: 49803.171875
Iteration 225Q: 16 clusters Score -7.464776e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 23337 members 
Mstep: Class 3 contains 14669 members 
Mstep: Class 6 contains 212456 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 15232 members 
Mstep: Class 10 contains 19085 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8743 members 
Mstep: Class 17 contains 3854 members 
Mstep: Class 20 contains 155886 members 
Mstep: Class 23 contains 37967 members 
Mstep: Class 24 contains 127926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647800.000000 Penalty: 49803.171875
Iteration 226Q: 16 clusters Score -7.46478e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 23335 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 6 contains 212440 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 15230 members 
Mstep: Class 10 contains 19078 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8746 members 
Mstep: Class 17 contains 3855 members 
Mstep: Class 20 contains 155920 members 
Mstep: Class 23 contains 37969 members 
Mstep: Class 24 contains 127919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647800.000000 Penalty: 49803.171875
Iteration 227Q: 16 clusters Score -7.46478e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 23339 members 
Mstep: Class 3 contains 14663 members 
Mstep: Class 6 contains 212450 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2176 members 
Mstep: Class 9 contains 15229 members 
Mstep: Class 10 contains 19074 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8746 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 20 contains 155931 members 
Mstep: Class 23 contains 37969 members 
Mstep: Class 24 contains 127902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647904.000000 Penalty: 49803.171875
Iteration 228Q: 16 clusters Score -7.46479e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 23342 members 
Mstep: Class 3 contains 14662 members 
Mstep: Class 6 contains 212454 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 15228 members 
Mstep: Class 10 contains 19071 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8743 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 20 contains 155941 members 
Mstep: Class 23 contains 37967 members 
Mstep: Class 24 contains 127899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647880.000000 Penalty: 49803.171875
Iteration 229Q: 16 clusters Score -7.464788e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 23344 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 6 contains 212469 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 15228 members 
Mstep: Class 10 contains 19072 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8744 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 20 contains 155950 members 
Mstep: Class 23 contains 37963 members 
Mstep: Class 24 contains 127884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647920.000000 Penalty: 49803.171875
Iteration 230Q: 16 clusters Score -7.464792e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 23342 members 
Mstep: Class 3 contains 14654 members 
Mstep: Class 6 contains 212491 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 15225 members 
Mstep: Class 10 contains 19067 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8744 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 20 contains 155965 members 
Mstep: Class 23 contains 37962 members 
Mstep: Class 24 contains 127870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648000.000000 Penalty: 49803.171875
Iteration 231Q: 16 clusters Score -7.4648e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 23342 members 
Mstep: Class 3 contains 14652 members 
Mstep: Class 6 contains 212499 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 15222 members 
Mstep: Class 10 contains 19067 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 20 contains 155976 members 
Mstep: Class 23 contains 37966 members 
Mstep: Class 24 contains 127864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74647976.000000 Penalty: 49803.171875
Iteration 232Q: 16 clusters Score -7.464798e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 23343 members 
Mstep: Class 3 contains 14648 members 
Mstep: Class 6 contains 212499 members 
Mstep: Class 7 contains 235 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 15218 members 
Mstep: Class 10 contains 19063 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8734 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 20 contains 155996 members 
Mstep: Class 23 contains 37968 members 
Mstep: Class 24 contains 127860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74648072.000000 Penalty: 49803.171875
Iteration 233Q: 16 clusters Score -7.464807e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 23346 members 
Mstep: Class 3 contains 14646 members 
Mstep: Class 6 contains 212513 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 15217 members 
Mstep: Class 10 contains 19063 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8729 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 20 contains 156004 members 
Mstep: Class 23 contains 37966 members 
Mstep: Class 24 contains 127851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3315.746338 but Gain 3320.214844
Score: -74648000.000000 Penalty: 46482.957031
Iteration 234Q: 15 clusters Score -7.4648e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 23363 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 6 contains 213721 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15231 members 
Mstep: Class 10 contains 19102 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 8740 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 20 contains 156243 members 
Mstep: Class 23 contains 38320 members 
Mstep: Class 24 contains 128103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74650848.000000 Penalty: 46482.957031
Iteration 235Q: 15 clusters Score -7.465085e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 23364 members 
Mstep: Class 3 contains 14642 members 
Mstep: Class 6 contains 214247 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15202 members 
Mstep: Class 10 contains 19077 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8741 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 20 contains 156054 members 
Mstep: Class 23 contains 38208 members 
Mstep: Class 24 contains 127928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74650888.000000 Penalty: 46482.957031
Iteration 236Q: 15 clusters Score -7.465089e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 23372 members 
Mstep: Class 3 contains 14638 members 
Mstep: Class 6 contains 214739 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15179 members 
Mstep: Class 10 contains 19049 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8739 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 20 contains 155903 members 
Mstep: Class 23 contains 38119 members 
Mstep: Class 24 contains 127722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651024.000000 Penalty: 46482.957031
Iteration 237Q: 15 clusters Score -7.465102e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 23378 members 
Mstep: Class 3 contains 14633 members 
Mstep: Class 6 contains 215129 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15146 members 
Mstep: Class 10 contains 19042 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8743 members 
Mstep: Class 17 contains 3862 members 
Mstep: Class 20 contains 155773 members 
Mstep: Class 23 contains 38059 members 
Mstep: Class 24 contains 127557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651216.000000 Penalty: 46482.957031
Iteration 238Q: 15 clusters Score -7.465122e+07 nChanged 948
Entering ConstructFrom: 
Score: -74651216.000000 Penalty: 46482.957031
Entering ConstructFrom: 
Trying to split cluster 1 (28521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Entering Unmasked Estep 
Score: -3308270.000000 Penalty: 2544.082275
	Iteration 0F: 2 clusters Score -3308270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3288756.250000 Penalty: 5088.164551
	Iteration 0F: 3 clusters Score -3288756 nChanged 12747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3295798.250000 Penalty: 5088.164551
	Iteration 1F: 3 clusters Score -3295798 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3296524.000000 Penalty: 5088.164551
	Iteration 2F: 3 clusters Score -3296524 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3297379.250000 Penalty: 5088.164551
	Iteration 3F: 3 clusters Score -3297379 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3298458.250000 Penalty: 5088.164551
	Iteration 4F: 3 clusters Score -3298458 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3299689.750000 Penalty: 5088.164551
	Iteration 5F: 3 clusters Score -3299690 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3301086.250000 Penalty: 5088.164551
	Iteration 6F: 3 clusters Score -3301086 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3302648.000000 Penalty: 5088.164551
	Iteration 7F: 3 clusters Score -3302648 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3304099.750000 Penalty: 5088.164551
	Iteration 8F: 3 clusters Score -3304100 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3305193.250000 Penalty: 5088.164551
	Iteration 9Q: 3 clusters Score -3305193 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3305978.500000 Penalty: 5088.164551
	Iteration 10Q: 3 clusters Score -3305978 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3306466.500000 Penalty: 5088.164551
	Iteration 11Q: 3 clusters Score -3306466 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3306756.500000 Penalty: 5088.164551
	Iteration 12Q: 3 clusters Score -3306756 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3306933.750000 Penalty: 5088.164551
	Iteration 13Q: 3 clusters Score -3306934 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3307033.000000 Penalty: 5088.164551
	Iteration 14Q: 3 clusters Score -3307033 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3307108.250000 Penalty: 5088.164551
	Iteration 15Q: 3 clusters Score -3307108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3307162.750000 Penalty: 5088.164551
	Iteration 16Q: 3 clusters Score -3307163 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3307201.000000 Penalty: 5088.164551
	Iteration 17Q: 3 clusters Score -3307201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3307234.750000 Penalty: 5088.164551
	Iteration 18Q: 3 clusters Score -3307235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3307258.250000 Penalty: 5088.164551
	Iteration 19Q: 3 clusters Score -3307258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3307269.250000 Penalty: 5088.164551
	Iteration 20F: 3 clusters Score -3307269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3307272.250000 Penalty: 5088.164551
	Iteration 21Q: 3 clusters Score -3307272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3307278.000000 Penalty: 5088.164551
	Iteration 22Q: 3 clusters Score -3307278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3307284.500000 Penalty: 5088.164551
	Iteration 23Q: 3 clusters Score -3307284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3307297.000000 Penalty: 5088.164551
	Iteration 24Q: 3 clusters Score -3307297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3307301.750000 Penalty: 5088.164551
	Iteration 25Q: 3 clusters Score -3307302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3307312.250000 Penalty: 5088.164551
	Iteration 26Q: 3 clusters Score -3307312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3307313.500000 Penalty: 5088.164551
	Iteration 27Q: 3 clusters Score -3307314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3307322.500000 Penalty: 5088.164551
	Iteration 28Q: 3 clusters Score -3307322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3307327.750000 Penalty: 5088.164551
	Iteration 29Q: 3 clusters Score -3307328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3307324.000000 Penalty: 5088.164551
	Iteration 30Q: 3 clusters Score -3307324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3307329.000000 Penalty: 5088.164551
	Iteration 31Q: 3 clusters Score -3307329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3307331.000000 Penalty: 5088.164551
	Iteration 32Q: 3 clusters Score -3307331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3307331.000000 Penalty: 5088.164551
	Iteration 33F: 3 clusters Score -3307331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Entering Unmasked Estep 
Score: -2741874.250000 Penalty: 2494.832031
	Iteration 0F: 2 clusters Score -2741874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2725601.000000 Penalty: 4989.664062
	Iteration 0F: 3 clusters Score -2725601 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2731038.250000 Penalty: 4989.664062
	Iteration 1F: 3 clusters Score -2731038 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2731464.750000 Penalty: 4989.664062
	Iteration 2Q: 3 clusters Score -2731465 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2731968.750000 Penalty: 4989.664062
	Iteration 3Q: 3 clusters Score -2731969 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2732650.750000 Penalty: 4989.664062
	Iteration 4F: 3 clusters Score -2732651 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2733523.000000 Penalty: 4989.664062
	Iteration 5F: 3 clusters Score -2733523 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2734620.000000 Penalty: 4989.664062
	Iteration 6F: 3 clusters Score -2734620 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2735981.500000 Penalty: 4989.664062
	Iteration 7F: 3 clusters Score -2735982 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2737433.250000 Penalty: 4989.664062
	Iteration 8F: 3 clusters Score -2737433 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2738719.750000 Penalty: 4989.664062
	Iteration 9F: 3 clusters Score -2738720 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2739556.000000 Penalty: 4989.664062
	Iteration 10Q: 3 clusters Score -2739556 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2739940.250000 Penalty: 4989.664062
	Iteration 11Q: 3 clusters Score -2739940 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2740112.750000 Penalty: 4989.664062
	Iteration 12Q: 3 clusters Score -2740113 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2740201.250000 Penalty: 4989.664062
	Iteration 13Q: 3 clusters Score -2740201 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2740248.000000 Penalty: 4989.664062
	Iteration 14Q: 3 clusters Score -2740248 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2740296.750000 Penalty: 4989.664062
	Iteration 15Q: 3 clusters Score -2740297 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2740332.000000 Penalty: 4989.664062
	Iteration 16Q: 3 clusters Score -2740332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2740344.000000 Penalty: 4989.664062
	Iteration 17Q: 3 clusters Score -2740344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2740363.000000 Penalty: 4989.664062
	Iteration 18Q: 3 clusters Score -2740363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2740378.250000 Penalty: 4989.664062
	Iteration 19Q: 3 clusters Score -2740378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2740381.750000 Penalty: 4989.664062
	Iteration 20F: 3 clusters Score -2740382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2740389.750000 Penalty: 4989.664062
	Iteration 21Q: 3 clusters Score -2740390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2740397.500000 Penalty: 4989.664062
	Iteration 22Q: 3 clusters Score -2740398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2740415.750000 Penalty: 4989.664062
	Iteration 23Q: 3 clusters Score -2740416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2740412.750000 Penalty: 4989.664062
	Iteration 24Q: 3 clusters Score -2740413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2740418.500000 Penalty: 4989.664062
	Iteration 25Q: 3 clusters Score -2740418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2740419.750000 Penalty: 4989.664062
	Iteration 26Q: 3 clusters Score -2740420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2740422.500000 Penalty: 4989.664062
	Iteration 27Q: 3 clusters Score -2740422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2740433.500000 Penalty: 4989.664062
	Iteration 28Q: 3 clusters Score -2740434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2740436.000000 Penalty: 4989.664062
	Iteration 29Q: 3 clusters Score -2740436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2740439.750000 Penalty: 4989.664062
	Iteration 30Q: 3 clusters Score -2740440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2740442.250000 Penalty: 4989.664062
	Iteration 31Q: 3 clusters Score -2740442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2740440.750000 Penalty: 4989.664062
	Iteration 32Q: 3 clusters Score -2740441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2740441.500000 Penalty: 4989.664062
	Iteration 33Q: 3 clusters Score -2740442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2740441.000000 Penalty: 4989.664062
	Iteration 34Q: 3 clusters Score -2740441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2740444.750000 Penalty: 4989.664062
	Iteration 35Q: 3 clusters Score -2740445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2740448.500000 Penalty: 4989.664062
	Iteration 36Q: 3 clusters Score -2740448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2740454.000000 Penalty: 4989.664062
	Iteration 37Q: 3 clusters Score -2740454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2740453.750000 Penalty: 4989.664062
	Iteration 38Q: 3 clusters Score -2740454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2740455.500000 Penalty: 4989.664062
	Iteration 39Q: 3 clusters Score -2740456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2740452.750000 Penalty: 4989.664062
	Iteration 40F: 3 clusters Score -2740453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2740453.750000 Penalty: 4989.664062
	Iteration 41Q: 3 clusters Score -2740454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2740457.000000 Penalty: 4989.664062
	Iteration 42Q: 3 clusters Score -2740457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2740460.250000 Penalty: 4989.664062
	Iteration 43Q: 3 clusters Score -2740460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2740468.000000 Penalty: 4989.664062
	Iteration 44Q: 3 clusters Score -2740468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2740464.000000 Penalty: 4989.664062
	Iteration 45Q: 3 clusters Score -2740464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2740464.250000 Penalty: 4989.664062
	Iteration 46Q: 3 clusters Score -2740464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2740469.500000 Penalty: 4989.664062
	Iteration 47Q: 3 clusters Score -2740470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2740473.500000 Penalty: 4989.664062
	Iteration 48Q: 3 clusters Score -2740474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2740473.250000 Penalty: 4989.664062
	Iteration 49Q: 3 clusters Score -2740473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2740473.500000 Penalty: 4989.664062
	Iteration 50Q: 3 clusters Score -2740474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2740473.500000 Penalty: 4989.664062
	Iteration 51F: 3 clusters Score -2740474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Entering Unmasked Estep 
Score: -1711319.000000 Penalty: 2378.525879
	Iteration 0F: 2 clusters Score -1711319 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 7280 members 
Entering Unmasked Estep 
Score: -1700708.250000 Penalty: 4757.051758
	Iteration 0F: 3 clusters Score -1700708 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1703996.625000 Penalty: 4757.051758
	Iteration 1F: 3 clusters Score -1703997 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1704438.625000 Penalty: 4757.051758
	Iteration 2F: 3 clusters Score -1704439 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1704844.375000 Penalty: 4757.051758
	Iteration 3F: 3 clusters Score -1704844 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1705225.625000 Penalty: 4757.051758
	Iteration 4Q: 3 clusters Score -1705226 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1705570.000000 Penalty: 4757.051758
	Iteration 5Q: 3 clusters Score -1705570 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1705967.750000 Penalty: 4757.051758
	Iteration 6Q: 3 clusters Score -1705968 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1706427.750000 Penalty: 4757.051758
	Iteration 7F: 3 clusters Score -1706428 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1706931.875000 Penalty: 4757.051758
	Iteration 8F: 3 clusters Score -1706932 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1707444.750000 Penalty: 4757.051758
	Iteration 9F: 3 clusters Score -1707445 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1707924.250000 Penalty: 4757.051758
	Iteration 10Q: 3 clusters Score -1707924 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1708262.750000 Penalty: 4757.051758
	Iteration 11Q: 3 clusters Score -1708263 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1708478.125000 Penalty: 4757.051758
	Iteration 12Q: 3 clusters Score -1708478 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1708642.625000 Penalty: 4757.051758
	Iteration 13Q: 3 clusters Score -1708643 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1708804.625000 Penalty: 4757.051758
	Iteration 14Q: 3 clusters Score -1708805 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1708931.625000 Penalty: 4757.051758
	Iteration 15Q: 3 clusters Score -1708932 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1709031.625000 Penalty: 4757.051758
	Iteration 16Q: 3 clusters Score -1709032 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1709111.750000 Penalty: 4757.051758
	Iteration 17Q: 3 clusters Score -1709112 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1709162.625000 Penalty: 4757.051758
	Iteration 18Q: 3 clusters Score -1709163 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1709220.000000 Penalty: 4757.051758
	Iteration 19Q: 3 clusters Score -1709220 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1709262.625000 Penalty: 4757.051758
	Iteration 20F: 3 clusters Score -1709263 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1709297.125000 Penalty: 4757.051758
	Iteration 21Q: 3 clusters Score -1709297 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1709321.250000 Penalty: 4757.051758
	Iteration 22Q: 3 clusters Score -1709321 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1709352.750000 Penalty: 4757.051758
	Iteration 23Q: 3 clusters Score -1709353 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1709385.750000 Penalty: 4757.051758
	Iteration 24Q: 3 clusters Score -1709386 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1709413.750000 Penalty: 4757.051758
	Iteration 25Q: 3 clusters Score -1709414 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1709435.500000 Penalty: 4757.051758
	Iteration 26Q: 3 clusters Score -1709436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1709457.625000 Penalty: 4757.051758
	Iteration 27Q: 3 clusters Score -1709458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1709475.625000 Penalty: 4757.051758
	Iteration 28Q: 3 clusters Score -1709476 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1709494.625000 Penalty: 4757.051758
	Iteration 29Q: 3 clusters Score -1709495 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1709507.625000 Penalty: 4757.051758
	Iteration 30Q: 3 clusters Score -1709508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1709531.750000 Penalty: 4757.051758
	Iteration 31Q: 3 clusters Score -1709532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1709544.000000 Penalty: 4757.051758
	Iteration 32Q: 3 clusters Score -1709544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1709558.375000 Penalty: 4757.051758
	Iteration 33Q: 3 clusters Score -1709558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1709567.125000 Penalty: 4757.051758
	Iteration 34Q: 3 clusters Score -1709567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1709575.125000 Penalty: 4757.051758
	Iteration 35Q: 3 clusters Score -1709575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1709584.375000 Penalty: 4757.051758
	Iteration 36Q: 3 clusters Score -1709584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1709595.750000 Penalty: 4757.051758
	Iteration 37Q: 3 clusters Score -1709596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1709604.875000 Penalty: 4757.051758
	Iteration 38Q: 3 clusters Score -1709605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1709614.500000 Penalty: 4757.051758
	Iteration 39Q: 3 clusters Score -1709614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1709623.375000 Penalty: 4757.051758
	Iteration 40F: 3 clusters Score -1709623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1709628.375000 Penalty: 4757.051758
	Iteration 41Q: 3 clusters Score -1709628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1709634.375000 Penalty: 4757.051758
	Iteration 42Q: 3 clusters Score -1709634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1709644.625000 Penalty: 4757.051758
	Iteration 43Q: 3 clusters Score -1709645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1709651.250000 Penalty: 4757.051758
	Iteration 44Q: 3 clusters Score -1709651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1709658.000000 Penalty: 4757.051758
	Iteration 45Q: 3 clusters Score -1709658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1709661.000000 Penalty: 4757.051758
	Iteration 46Q: 3 clusters Score -1709661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1709664.250000 Penalty: 4757.051758
	Iteration 47Q: 3 clusters Score -1709664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1709666.875000 Penalty: 4757.051758
	Iteration 48Q: 3 clusters Score -1709667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1709668.500000 Penalty: 4757.051758
	Iteration 49Q: 3 clusters Score -1709668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1709668.000000 Penalty: 4757.051758
	Iteration 50Q: 3 clusters Score -1709668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1709666.875000 Penalty: 4757.051758
	Iteration 51Q: 3 clusters Score -1709667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1709671.125000 Penalty: 4757.051758
	Iteration 52Q: 3 clusters Score -1709671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1709668.625000 Penalty: 4757.051758
	Iteration 53Q: 3 clusters Score -1709669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1709667.125000 Penalty: 4757.051758
	Iteration 54Q: 3 clusters Score -1709667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1709672.875000 Penalty: 4757.051758
	Iteration 55Q: 3 clusters Score -1709673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1709673.500000 Penalty: 4757.051758
	Iteration 56Q: 3 clusters Score -1709674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1709681.125000 Penalty: 4757.051758
	Iteration 57Q: 3 clusters Score -1709681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1709684.875000 Penalty: 4757.051758
	Iteration 58Q: 3 clusters Score -1709685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1709685.625000 Penalty: 4757.051758
	Iteration 59Q: 3 clusters Score -1709686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1709686.500000 Penalty: 4757.051758
	Iteration 60F: 3 clusters Score -1709686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1709688.000000 Penalty: 4757.051758
	Iteration 61Q: 3 clusters Score -1709688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1709687.000000 Penalty: 4757.051758
	Iteration 62Q: 3 clusters Score -1709687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1709687.500000 Penalty: 4757.051758
	Iteration 63Q: 3 clusters Score -1709688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1709686.625000 Penalty: 4757.051758
	Iteration 64Q: 3 clusters Score -1709687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1709687.125000 Penalty: 4757.051758
	Iteration 65Q: 3 clusters Score -1709687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1709687.625000 Penalty: 4757.051758
	Iteration 66Q: 3 clusters Score -1709688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1709692.875000 Penalty: 4757.051758
	Iteration 67Q: 3 clusters Score -1709693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1709691.750000 Penalty: 4757.051758
	Iteration 68Q: 3 clusters Score -1709692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1709691.250000 Penalty: 4757.051758
	Iteration 69Q: 3 clusters Score -1709691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1709692.750000 Penalty: 4757.051758
	Iteration 70Q: 3 clusters Score -1709693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1709693.375000 Penalty: 4757.051758
	Iteration 71Q: 3 clusters Score -1709693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1709693.250000 Penalty: 4757.051758
	Iteration 72Q: 3 clusters Score -1709693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1709696.875000 Penalty: 4757.051758
	Iteration 73Q: 3 clusters Score -1709697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1709696.125000 Penalty: 4757.051758
	Iteration 74Q: 3 clusters Score -1709696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1709697.375000 Penalty: 4757.051758
	Iteration 75Q: 3 clusters Score -1709697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1709697.625000 Penalty: 4757.051758
	Iteration 76Q: 3 clusters Score -1709698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1709697.625000 Penalty: 4757.051758
	Iteration 77F: 3 clusters Score -1709698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (215511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215511 members 
Entering Unmasked Estep 
Score: -25002954.000000 Penalty: 3045.630371
	Iteration 0F: 2 clusters Score -2.500295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 107539 members 
Entering Unmasked Estep 
Score: -24860806.000000 Penalty: 6091.260742
	Iteration 0F: 3 clusters Score -2.486081e+07 nChanged 103794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111032 members 
Mstep: Class 2 contains 104479 members 
Entering Unmasked Estep 
Score: -24922534.000000 Penalty: 6091.260742
	Iteration 1F: 3 clusters Score -2.492253e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113589 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -24924032.000000 Penalty: 6091.260742
	Iteration 2Q: 3 clusters Score -2.492403e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117555 members 
Mstep: Class 2 contains 97956 members 
Entering Unmasked Estep 
Score: -24926540.000000 Penalty: 6091.260742
	Iteration 3Q: 3 clusters Score -2.492654e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123654 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -24930514.000000 Penalty: 6091.260742
	Iteration 4Q: 3 clusters Score -2.493051e+07 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132610 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -24937054.000000 Penalty: 6091.260742
	Iteration 5F: 3 clusters Score -2.493705e+07 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144615 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
Score: -24947192.000000 Penalty: 6091.260742
	Iteration 6F: 3 clusters Score -2.494719e+07 nChanged 14822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157957 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -24960410.000000 Penalty: 6091.260742
	Iteration 7F: 3 clusters Score -2.496041e+07 nChanged 13591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169962 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -24972650.000000 Penalty: 6091.260742
	Iteration 8F: 3 clusters Score -2.497265e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178592 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -24980890.000000 Penalty: 6091.260742
	Iteration 9Q: 3 clusters Score -2.498089e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184597 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -24985564.000000 Penalty: 6091.260742
	Iteration 10Q: 3 clusters Score -2.498556e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189280 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -24988580.000000 Penalty: 6091.260742
	Iteration 11Q: 3 clusters Score -2.498858e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193191 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -24990828.000000 Penalty: 6091.260742
	Iteration 12Q: 3 clusters Score -2.499083e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196652 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -24992644.000000 Penalty: 6091.260742
	Iteration 13Q: 3 clusters Score -2.499264e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199695 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -24994374.000000 Penalty: 6091.260742
	Iteration 14Q: 3 clusters Score -2.499437e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202354 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -24995920.000000 Penalty: 6091.260742
	Iteration 15Q: 3 clusters Score -2.499592e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204609 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -24997514.000000 Penalty: 6091.260742
	Iteration 16Q: 3 clusters Score -2.499751e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206469 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -24998632.000000 Penalty: 6091.260742
	Iteration 17Q: 3 clusters Score -2.499863e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207890 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -24999668.000000 Penalty: 6091.260742
	Iteration 18Q: 3 clusters Score -2.499967e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208915 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -25000280.000000 Penalty: 6091.260742
	Iteration 19Q: 3 clusters Score -2.500028e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209655 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -25000580.000000 Penalty: 6091.260742
	Iteration 20F: 3 clusters Score -2.500058e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210250 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -25000822.000000 Penalty: 6091.260742
	Iteration 21Q: 3 clusters Score -2.500082e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210701 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -25001016.000000 Penalty: 6091.260742
	Iteration 22Q: 3 clusters Score -2.500102e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211070 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -25001174.000000 Penalty: 6091.260742
	Iteration 23Q: 3 clusters Score -2.500117e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211363 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -25001296.000000 Penalty: 6091.260742
	Iteration 24Q: 3 clusters Score -2.50013e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211570 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -25001348.000000 Penalty: 6091.260742
	Iteration 25Q: 3 clusters Score -2.500135e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211709 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -25001354.000000 Penalty: 6091.260742
	Iteration 26Q: 3 clusters Score -2.500135e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211814 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -25001380.000000 Penalty: 6091.260742
	Iteration 27Q: 3 clusters Score -2.500138e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211909 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -25001340.000000 Penalty: 6091.260742
	Iteration 28Q: 3 clusters Score -2.500134e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211992 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -25001358.000000 Penalty: 6091.260742
	Iteration 29Q: 3 clusters Score -2.500136e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212067 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -25001390.000000 Penalty: 6091.260742
	Iteration 30Q: 3 clusters Score -2.500139e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212121 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -25001402.000000 Penalty: 6091.260742
	Iteration 31Q: 3 clusters Score -2.50014e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212186 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -25001422.000000 Penalty: 6091.260742
	Iteration 32Q: 3 clusters Score -2.500142e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212231 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -25001422.000000 Penalty: 6091.260742
	Iteration 33Q: 3 clusters Score -2.500142e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212272 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -25001434.000000 Penalty: 6091.260742
	Iteration 34Q: 3 clusters Score -2.500143e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212307 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -25001450.000000 Penalty: 6091.260742
	Iteration 35Q: 3 clusters Score -2.500145e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212340 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -25001476.000000 Penalty: 6091.260742
	Iteration 36Q: 3 clusters Score -2.500148e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212366 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -25001464.000000 Penalty: 6091.260742
	Iteration 37Q: 3 clusters Score -2.500146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212389 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -25001468.000000 Penalty: 6091.260742
	Iteration 38Q: 3 clusters Score -2.500147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212417 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -25001488.000000 Penalty: 6091.260742
	Iteration 39Q: 3 clusters Score -2.500149e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212439 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -25001452.000000 Penalty: 6091.260742
	Iteration 40F: 3 clusters Score -2.500145e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212463 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -25001440.000000 Penalty: 6091.260742
	Iteration 41Q: 3 clusters Score -2.500144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212475 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -25001462.000000 Penalty: 6091.260742
	Iteration 42Q: 3 clusters Score -2.500146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212488 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -25001460.000000 Penalty: 6091.260742
	Iteration 43Q: 3 clusters Score -2.500146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212500 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -25001454.000000 Penalty: 6091.260742
	Iteration 44Q: 3 clusters Score -2.500145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212509 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -25001464.000000 Penalty: 6091.260742
	Iteration 45Q: 3 clusters Score -2.500146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212524 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -25001476.000000 Penalty: 6091.260742
	Iteration 46Q: 3 clusters Score -2.500148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212536 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -25001484.000000 Penalty: 6091.260742
	Iteration 47Q: 3 clusters Score -2.500148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212549 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -25001496.000000 Penalty: 6091.260742
	Iteration 48Q: 3 clusters Score -2.50015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212558 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -25001498.000000 Penalty: 6091.260742
	Iteration 49Q: 3 clusters Score -2.50015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212565 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -25001484.000000 Penalty: 6091.260742
	Iteration 50Q: 3 clusters Score -2.500148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212568 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -25001478.000000 Penalty: 6091.260742
	Iteration 51Q: 3 clusters Score -2.500148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212573 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -25001476.000000 Penalty: 6091.260742
	Iteration 52Q: 3 clusters Score -2.500148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212578 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -25001484.000000 Penalty: 6091.260742
	Iteration 53Q: 3 clusters Score -2.500148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212581 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -25001488.000000 Penalty: 6091.260742
	Iteration 54Q: 3 clusters Score -2.500149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212588 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -25001480.000000 Penalty: 6091.260742
	Iteration 55Q: 3 clusters Score -2.500148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212597 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -25001496.000000 Penalty: 6091.260742
	Iteration 56Q: 3 clusters Score -2.50015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212603 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -25001502.000000 Penalty: 6091.260742
	Iteration 57Q: 3 clusters Score -2.50015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212609 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -25001506.000000 Penalty: 6091.260742
	Iteration 58Q: 3 clusters Score -2.500151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212616 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -25001494.000000 Penalty: 6091.260742
	Iteration 59Q: 3 clusters Score -2.500149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212622 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -25001508.000000 Penalty: 6091.260742
	Iteration 60F: 3 clusters Score -2.500151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212628 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -25001484.000000 Penalty: 6091.260742
	Iteration 61Q: 3 clusters Score -2.500148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212630 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -25001496.000000 Penalty: 6091.260742
	Iteration 62Q: 3 clusters Score -2.50015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212630 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -25001496.000000 Penalty: 6091.260742
	Iteration 63F: 3 clusters Score -2.50015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -24506.400391 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -24506.4 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 116 members 
Entering Unmasked Estep 
Score: -23321.439453 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -23321.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23404.351562 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -23404.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23419.714844 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -23419.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23419.714844 Penalty: 2710.060547
	Iteration 3F: 3 clusters Score -23419.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Entering Unmasked Estep 
Score: -1787478.875000 Penalty: 2386.630371
	Iteration 0F: 2 clusters Score -1787479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1776579.750000 Penalty: 4773.260742
	Iteration 0F: 3 clusters Score -1776580 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1779942.750000 Penalty: 4773.260742
	Iteration 1F: 3 clusters Score -1779943 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1780328.250000 Penalty: 4773.260742
	Iteration 2F: 3 clusters Score -1780328 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1780629.875000 Penalty: 4773.260742
	Iteration 3Q: 3 clusters Score -1780630 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1780873.125000 Penalty: 4773.260742
	Iteration 4Q: 3 clusters Score -1780873 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1781084.750000 Penalty: 4773.260742
	Iteration 5Q: 3 clusters Score -1781085 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1781282.125000 Penalty: 4773.260742
	Iteration 6Q: 3 clusters Score -1781282 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1781464.125000 Penalty: 4773.260742
	Iteration 7Q: 3 clusters Score -1781464 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1781646.500000 Penalty: 4773.260742
	Iteration 8Q: 3 clusters Score -1781646 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1781849.000000 Penalty: 4773.260742
	Iteration 9Q: 3 clusters Score -1781849 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1782073.750000 Penalty: 4773.260742
	Iteration 10Q: 3 clusters Score -1782074 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1782295.875000 Penalty: 4773.260742
	Iteration 11Q: 3 clusters Score -1782296 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1782560.750000 Penalty: 4773.260742
	Iteration 12Q: 3 clusters Score -1782561 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1782846.375000 Penalty: 4773.260742
	Iteration 13Q: 3 clusters Score -1782846 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1783106.875000 Penalty: 4773.260742
	Iteration 14Q: 3 clusters Score -1783107 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1783288.750000 Penalty: 4773.260742
	Iteration 15Q: 3 clusters Score -1783289 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1783375.375000 Penalty: 4773.260742
	Iteration 16Q: 3 clusters Score -1783375 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1783422.250000 Penalty: 4773.260742
	Iteration 17Q: 3 clusters Score -1783422 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1783450.000000 Penalty: 4773.260742
	Iteration 18Q: 3 clusters Score -1783450 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1783473.250000 Penalty: 4773.260742
	Iteration 19Q: 3 clusters Score -1783473 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1783492.000000 Penalty: 4773.260742
	Iteration 20F: 3 clusters Score -1783492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1783522.500000 Penalty: 4773.260742
	Iteration 21Q: 3 clusters Score -1783522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1783529.000000 Penalty: 4773.260742
	Iteration 22Q: 3 clusters Score -1783529 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1783543.000000 Penalty: 4773.260742
	Iteration 23Q: 3 clusters Score -1783543 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1783563.875000 Penalty: 4773.260742
	Iteration 24Q: 3 clusters Score -1783564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1783571.250000 Penalty: 4773.260742
	Iteration 25Q: 3 clusters Score -1783571 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1783583.125000 Penalty: 4773.260742
	Iteration 26Q: 3 clusters Score -1783583 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1783592.875000 Penalty: 4773.260742
	Iteration 27Q: 3 clusters Score -1783593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1783599.250000 Penalty: 4773.260742
	Iteration 28Q: 3 clusters Score -1783599 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1783626.625000 Penalty: 4773.260742
	Iteration 29Q: 3 clusters Score -1783627 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1783641.000000 Penalty: 4773.260742
	Iteration 30Q: 3 clusters Score -1783641 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1783646.875000 Penalty: 4773.260742
	Iteration 31Q: 3 clusters Score -1783647 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1783651.875000 Penalty: 4773.260742
	Iteration 32Q: 3 clusters Score -1783652 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1783662.625000 Penalty: 4773.260742
	Iteration 33Q: 3 clusters Score -1783663 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1783667.000000 Penalty: 4773.260742
	Iteration 34Q: 3 clusters Score -1783667 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1783674.750000 Penalty: 4773.260742
	Iteration 35Q: 3 clusters Score -1783675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1783682.875000 Penalty: 4773.260742
	Iteration 36Q: 3 clusters Score -1783683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1783691.875000 Penalty: 4773.260742
	Iteration 37Q: 3 clusters Score -1783692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1783699.625000 Penalty: 4773.260742
	Iteration 38Q: 3 clusters Score -1783700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1783697.375000 Penalty: 4773.260742
	Iteration 39Q: 3 clusters Score -1783697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1783706.000000 Penalty: 4773.260742
	Iteration 40F: 3 clusters Score -1783706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1783710.125000 Penalty: 4773.260742
	Iteration 41Q: 3 clusters Score -1783710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1783719.875000 Penalty: 4773.260742
	Iteration 42Q: 3 clusters Score -1783720 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1783731.250000 Penalty: 4773.260742
	Iteration 43Q: 3 clusters Score -1783731 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1783746.875000 Penalty: 4773.260742
	Iteration 44Q: 3 clusters Score -1783747 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1783753.625000 Penalty: 4773.260742
	Iteration 45Q: 3 clusters Score -1783754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1783767.500000 Penalty: 4773.260742
	Iteration 46Q: 3 clusters Score -1783768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1783780.750000 Penalty: 4773.260742
	Iteration 47Q: 3 clusters Score -1783781 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1783794.000000 Penalty: 4773.260742
	Iteration 48Q: 3 clusters Score -1783794 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1783810.375000 Penalty: 4773.260742
	Iteration 49Q: 3 clusters Score -1783810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1783822.625000 Penalty: 4773.260742
	Iteration 50Q: 3 clusters Score -1783823 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1783837.500000 Penalty: 4773.260742
	Iteration 51Q: 3 clusters Score -1783838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1783853.250000 Penalty: 4773.260742
	Iteration 52Q: 3 clusters Score -1783853 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1783876.000000 Penalty: 4773.260742
	Iteration 53Q: 3 clusters Score -1783876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1783891.250000 Penalty: 4773.260742
	Iteration 54Q: 3 clusters Score -1783891 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1783916.625000 Penalty: 4773.260742
	Iteration 55Q: 3 clusters Score -1783917 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1783948.750000 Penalty: 4773.260742
	Iteration 56Q: 3 clusters Score -1783949 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1783988.125000 Penalty: 4773.260742
	Iteration 57Q: 3 clusters Score -1783988 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1784035.125000 Penalty: 4773.260742
	Iteration 58Q: 3 clusters Score -1784035 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1784078.500000 Penalty: 4773.260742
	Iteration 59Q: 3 clusters Score -1784078 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1784124.250000 Penalty: 4773.260742
	Iteration 60F: 3 clusters Score -1784124 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1784163.750000 Penalty: 4773.260742
	Iteration 61Q: 3 clusters Score -1784164 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1784217.875000 Penalty: 4773.260742
	Iteration 62Q: 3 clusters Score -1784218 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1784269.875000 Penalty: 4773.260742
	Iteration 63Q: 3 clusters Score -1784270 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1784333.875000 Penalty: 4773.260742
	Iteration 64Q: 3 clusters Score -1784334 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1784382.250000 Penalty: 4773.260742
	Iteration 65Q: 3 clusters Score -1784382 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1784429.875000 Penalty: 4773.260742
	Iteration 66Q: 3 clusters Score -1784430 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1784466.250000 Penalty: 4773.260742
	Iteration 67Q: 3 clusters Score -1784466 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1784512.125000 Penalty: 4773.260742
	Iteration 68Q: 3 clusters Score -1784512 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1784561.875000 Penalty: 4773.260742
	Iteration 69Q: 3 clusters Score -1784562 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1784624.250000 Penalty: 4773.260742
	Iteration 70Q: 3 clusters Score -1784624 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1784691.250000 Penalty: 4773.260742
	Iteration 71Q: 3 clusters Score -1784691 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1784761.500000 Penalty: 4773.260742
	Iteration 72Q: 3 clusters Score -1784762 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1784806.000000 Penalty: 4773.260742
	Iteration 73Q: 3 clusters Score -1784806 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1784853.500000 Penalty: 4773.260742
	Iteration 74Q: 3 clusters Score -1784854 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1784912.625000 Penalty: 4773.260742
	Iteration 75Q: 3 clusters Score -1784913 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1784974.625000 Penalty: 4773.260742
	Iteration 76Q: 3 clusters Score -1784975 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1785028.375000 Penalty: 4773.260742
	Iteration 77Q: 3 clusters Score -1785028 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1785085.750000 Penalty: 4773.260742
	Iteration 78Q: 3 clusters Score -1785086 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1785143.375000 Penalty: 4773.260742
	Iteration 79Q: 3 clusters Score -1785143 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1785188.750000 Penalty: 4773.260742
	Iteration 80F: 3 clusters Score -1785189 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1785230.375000 Penalty: 4773.260742
	Iteration 81Q: 3 clusters Score -1785230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1785269.875000 Penalty: 4773.260742
	Iteration 82Q: 3 clusters Score -1785270 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1785307.750000 Penalty: 4773.260742
	Iteration 83Q: 3 clusters Score -1785308 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1785354.250000 Penalty: 4773.260742
	Iteration 84Q: 3 clusters Score -1785354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1785369.000000 Penalty: 4773.260742
	Iteration 85Q: 3 clusters Score -1785369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1785381.250000 Penalty: 4773.260742
	Iteration 86Q: 3 clusters Score -1785381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1785396.500000 Penalty: 4773.260742
	Iteration 87Q: 3 clusters Score -1785396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1785404.250000 Penalty: 4773.260742
	Iteration 88Q: 3 clusters Score -1785404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1785417.125000 Penalty: 4773.260742
	Iteration 89Q: 3 clusters Score -1785417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1785429.375000 Penalty: 4773.260742
	Iteration 90Q: 3 clusters Score -1785429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1785433.125000 Penalty: 4773.260742
	Iteration 91Q: 3 clusters Score -1785433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1785436.500000 Penalty: 4773.260742
	Iteration 92Q: 3 clusters Score -1785436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1785434.750000 Penalty: 4773.260742
	Iteration 93Q: 3 clusters Score -1785435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1785441.000000 Penalty: 4773.260742
	Iteration 94Q: 3 clusters Score -1785441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1785439.250000 Penalty: 4773.260742
	Iteration 95Q: 3 clusters Score -1785439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1785443.500000 Penalty: 4773.260742
	Iteration 96Q: 3 clusters Score -1785444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1785450.500000 Penalty: 4773.260742
	Iteration 97Q: 3 clusters Score -1785450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1785457.875000 Penalty: 4773.260742
	Iteration 98Q: 3 clusters Score -1785458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1785466.000000 Penalty: 4773.260742
	Iteration 99Q: 3 clusters Score -1785466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1785464.875000 Penalty: 4773.260742
	Iteration 100F: 3 clusters Score -1785465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1785470.875000 Penalty: 4773.260742
	Iteration 101Q: 3 clusters Score -1785471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1785468.250000 Penalty: 4773.260742
	Iteration 102Q: 3 clusters Score -1785468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1785468.750000 Penalty: 4773.260742
	Iteration 103Q: 3 clusters Score -1785469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1785468.250000 Penalty: 4773.260742
	Iteration 104Q: 3 clusters Score -1785468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1785469.375000 Penalty: 4773.260742
	Iteration 105Q: 3 clusters Score -1785469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1785472.875000 Penalty: 4773.260742
	Iteration 106Q: 3 clusters Score -1785473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1785477.000000 Penalty: 4773.260742
	Iteration 107Q: 3 clusters Score -1785477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1785475.750000 Penalty: 4773.260742
	Iteration 108Q: 3 clusters Score -1785476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1785476.375000 Penalty: 4773.260742
	Iteration 109Q: 3 clusters Score -1785476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1785478.750000 Penalty: 4773.260742
	Iteration 110Q: 3 clusters Score -1785479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1785477.000000 Penalty: 4773.260742
	Iteration 111Q: 3 clusters Score -1785477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1785477.125000 Penalty: 4773.260742
	Iteration 112Q: 3 clusters Score -1785477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1785477.125000 Penalty: 4773.260742
	Iteration 113F: 3 clusters Score -1785477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Entering Unmasked Estep 
Score: -2253391.000000 Penalty: 2443.826660
	Iteration 0F: 2 clusters Score -2253391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2239886.250000 Penalty: 4887.653320
	Iteration 0F: 3 clusters Score -2239886 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2244254.000000 Penalty: 4887.653320
	Iteration 1F: 3 clusters Score -2244254 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2244638.750000 Penalty: 4887.653320
	Iteration 2F: 3 clusters Score -2244639 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2244910.000000 Penalty: 4887.653320
	Iteration 3Q: 3 clusters Score -2244910 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2245126.750000 Penalty: 4887.653320
	Iteration 4Q: 3 clusters Score -2245127 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2245291.000000 Penalty: 4887.653320
	Iteration 5Q: 3 clusters Score -2245291 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2245457.000000 Penalty: 4887.653320
	Iteration 6Q: 3 clusters Score -2245457 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2245646.500000 Penalty: 4887.653320
	Iteration 7Q: 3 clusters Score -2245646 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2245854.500000 Penalty: 4887.653320
	Iteration 8Q: 3 clusters Score -2245854 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2246116.250000 Penalty: 4887.653320
	Iteration 9Q: 3 clusters Score -2246116 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2246460.250000 Penalty: 4887.653320
	Iteration 10Q: 3 clusters Score -2246460 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2246941.500000 Penalty: 4887.653320
	Iteration 11Q: 3 clusters Score -2246942 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2247660.750000 Penalty: 4887.653320
	Iteration 12F: 3 clusters Score -2247661 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2248626.750000 Penalty: 4887.653320
	Iteration 13F: 3 clusters Score -2248627 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2249584.000000 Penalty: 4887.653320
	Iteration 14F: 3 clusters Score -2249584 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2250339.000000 Penalty: 4887.653320
	Iteration 15Q: 3 clusters Score -2250339 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2250773.250000 Penalty: 4887.653320
	Iteration 16Q: 3 clusters Score -2250773 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2251004.500000 Penalty: 4887.653320
	Iteration 17Q: 3 clusters Score -2251004 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2251138.000000 Penalty: 4887.653320
	Iteration 18Q: 3 clusters Score -2251138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2251203.000000 Penalty: 4887.653320
	Iteration 19Q: 3 clusters Score -2251203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2251236.000000 Penalty: 4887.653320
	Iteration 20F: 3 clusters Score -2251236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2251238.000000 Penalty: 4887.653320
	Iteration 21Q: 3 clusters Score -2251238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2251249.000000 Penalty: 4887.653320
	Iteration 22Q: 3 clusters Score -2251249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2251252.250000 Penalty: 4887.653320
	Iteration 23Q: 3 clusters Score -2251252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2251260.250000 Penalty: 4887.653320
	Iteration 24Q: 3 clusters Score -2251260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2251264.000000 Penalty: 4887.653320
	Iteration 25Q: 3 clusters Score -2251264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2251263.000000 Penalty: 4887.653320
	Iteration 26Q: 3 clusters Score -2251263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2251263.000000 Penalty: 4887.653320
	Iteration 27F: 3 clusters Score -2251263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -80079.875000 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -80079.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78365.828125 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -78365.83 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78598.054688 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -78598.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78691.976562 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -78691.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78728.132812 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -78728.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78765.523438 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -78765.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78793.312500 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -78793.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78801.445312 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -78801.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78808.695312 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -78808.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78812.453125 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -78812.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78812.453125 Penalty: 3275.556152
	Iteration 9F: 3 clusters Score -78812.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -131168.656250 Penalty: 1772.399536
	Iteration 0F: 2 clusters Score -131168.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -129151.687500 Penalty: 3544.799072
	Iteration 0F: 3 clusters Score -129151.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -129585.125000 Penalty: 3544.799072
	Iteration 1F: 3 clusters Score -129585.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -129729.132812 Penalty: 3544.799072
	Iteration 2F: 3 clusters Score -129729.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -129794.023438 Penalty: 3544.799072
	Iteration 3Q: 3 clusters Score -129794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -129825.007812 Penalty: 3544.799072
	Iteration 4Q: 3 clusters Score -129825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -129860.062500 Penalty: 3544.799072
	Iteration 5Q: 3 clusters Score -129860.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -129886.710938 Penalty: 3544.799072
	Iteration 6Q: 3 clusters Score -129886.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -129925.859375 Penalty: 3544.799072
	Iteration 7Q: 3 clusters Score -129925.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -129989.632812 Penalty: 3544.799072
	Iteration 8Q: 3 clusters Score -129989.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -130044.718750 Penalty: 3544.799072
	Iteration 9Q: 3 clusters Score -130044.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -130099.828125 Penalty: 3544.799072
	Iteration 10Q: 3 clusters Score -130099.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -130157.273438 Penalty: 3544.799072
	Iteration 11Q: 3 clusters Score -130157.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -130218.132812 Penalty: 3544.799072
	Iteration 12Q: 3 clusters Score -130218.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -130319.187500 Penalty: 3544.799072
	Iteration 13Q: 3 clusters Score -130319.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -130408.351562 Penalty: 3544.799072
	Iteration 14Q: 3 clusters Score -130408.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -130463.367188 Penalty: 3544.799072
	Iteration 15Q: 3 clusters Score -130463.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -130520.406250 Penalty: 3544.799072
	Iteration 16Q: 3 clusters Score -130520.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -130554.960938 Penalty: 3544.799072
	Iteration 17Q: 3 clusters Score -130555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -130574.976562 Penalty: 3544.799072
	Iteration 18Q: 3 clusters Score -130575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -130584.937500 Penalty: 3544.799072
	Iteration 19Q: 3 clusters Score -130584.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -130611.179688 Penalty: 3544.799072
	Iteration 20F: 3 clusters Score -130611.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -130661.242188 Penalty: 3544.799072
	Iteration 21Q: 3 clusters Score -130661.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -130693.585938 Penalty: 3544.799072
	Iteration 22Q: 3 clusters Score -130693.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -130755.500000 Penalty: 3544.799072
	Iteration 23Q: 3 clusters Score -130755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -130772.296875 Penalty: 3544.799072
	Iteration 24Q: 3 clusters Score -130772.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -130779.593750 Penalty: 3544.799072
	Iteration 25Q: 3 clusters Score -130779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -130785.890625 Penalty: 3544.799072
	Iteration 26Q: 3 clusters Score -130785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -130794.914062 Penalty: 3544.799072
	Iteration 27Q: 3 clusters Score -130794.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -130801.632812 Penalty: 3544.799072
	Iteration 28Q: 3 clusters Score -130801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -130802.695312 Penalty: 3544.799072
	Iteration 29Q: 3 clusters Score -130802.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -130806.085938 Penalty: 3544.799072
	Iteration 30Q: 3 clusters Score -130806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -130810.585938 Penalty: 3544.799072
	Iteration 31Q: 3 clusters Score -130810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -130811.656250 Penalty: 3544.799072
	Iteration 32Q: 3 clusters Score -130811.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -130817.031250 Penalty: 3544.799072
	Iteration 33F: 3 clusters Score -130817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -130822.343750 Penalty: 3544.799072
	Iteration 34Q: 3 clusters Score -130822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -130825.414062 Penalty: 3544.799072
	Iteration 35Q: 3 clusters Score -130825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -130826.273438 Penalty: 3544.799072
	Iteration 36Q: 3 clusters Score -130826.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -130826.273438 Penalty: 3544.799072
	Iteration 37F: 3 clusters Score -130826.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Entering Unmasked Estep 
Score: -1036534.812500 Penalty: 2250.679932
	Iteration 0F: 2 clusters Score -1036535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1029626.500000 Penalty: 4501.359863
	Iteration 0F: 3 clusters Score -1029626 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1031536.750000 Penalty: 4501.359863
	Iteration 1F: 3 clusters Score -1031537 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1031850.625000 Penalty: 4501.359863
	Iteration 2F: 3 clusters Score -1031851 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1032072.687500 Penalty: 4501.359863
	Iteration 3F: 3 clusters Score -1032073 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1032257.562500 Penalty: 4501.359863
	Iteration 4Q: 3 clusters Score -1032258 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1032418.437500 Penalty: 4501.359863
	Iteration 5Q: 3 clusters Score -1032418 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1032561.687500 Penalty: 4501.359863
	Iteration 6Q: 3 clusters Score -1032562 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1032672.812500 Penalty: 4501.359863
	Iteration 7Q: 3 clusters Score -1032673 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1032789.000000 Penalty: 4501.359863
	Iteration 8Q: 3 clusters Score -1032789 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1032934.437500 Penalty: 4501.359863
	Iteration 9Q: 3 clusters Score -1032934 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1033126.625000 Penalty: 4501.359863
	Iteration 10Q: 3 clusters Score -1033127 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1033315.375000 Penalty: 4501.359863
	Iteration 11Q: 3 clusters Score -1033315 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1033509.812500 Penalty: 4501.359863
	Iteration 12Q: 3 clusters Score -1033510 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1033718.562500 Penalty: 4501.359863
	Iteration 13Q: 3 clusters Score -1033719 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1033897.000000 Penalty: 4501.359863
	Iteration 14Q: 3 clusters Score -1033897 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1034005.000000 Penalty: 4501.359863
	Iteration 15Q: 3 clusters Score -1034005 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1034082.187500 Penalty: 4501.359863
	Iteration 16Q: 3 clusters Score -1034082 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1034141.437500 Penalty: 4501.359863
	Iteration 17Q: 3 clusters Score -1034141 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1034175.875000 Penalty: 4501.359863
	Iteration 18Q: 3 clusters Score -1034176 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1034200.500000 Penalty: 4501.359863
	Iteration 19Q: 3 clusters Score -1034200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1034217.437500 Penalty: 4501.359863
	Iteration 20F: 3 clusters Score -1034217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1034233.250000 Penalty: 4501.359863
	Iteration 21Q: 3 clusters Score -1034233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1034244.937500 Penalty: 4501.359863
	Iteration 22Q: 3 clusters Score -1034245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1034251.812500 Penalty: 4501.359863
	Iteration 23Q: 3 clusters Score -1034252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1034261.187500 Penalty: 4501.359863
	Iteration 24Q: 3 clusters Score -1034261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1034270.812500 Penalty: 4501.359863
	Iteration 25Q: 3 clusters Score -1034271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1034280.125000 Penalty: 4501.359863
	Iteration 26Q: 3 clusters Score -1034280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1034289.375000 Penalty: 4501.359863
	Iteration 27Q: 3 clusters Score -1034289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1034294.937500 Penalty: 4501.359863
	Iteration 28Q: 3 clusters Score -1034295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1034298.437500 Penalty: 4501.359863
	Iteration 29Q: 3 clusters Score -1034298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1034304.500000 Penalty: 4501.359863
	Iteration 30Q: 3 clusters Score -1034304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1034307.500000 Penalty: 4501.359863
	Iteration 31Q: 3 clusters Score -1034308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1034310.750000 Penalty: 4501.359863
	Iteration 32Q: 3 clusters Score -1034311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1034314.437500 Penalty: 4501.359863
	Iteration 33Q: 3 clusters Score -1034314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1034321.562500 Penalty: 4501.359863
	Iteration 34Q: 3 clusters Score -1034322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1034322.875000 Penalty: 4501.359863
	Iteration 35Q: 3 clusters Score -1034323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1034325.062500 Penalty: 4501.359863
	Iteration 36Q: 3 clusters Score -1034325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1034330.187500 Penalty: 4501.359863
	Iteration 37Q: 3 clusters Score -1034330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1034333.312500 Penalty: 4501.359863
	Iteration 38Q: 3 clusters Score -1034333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1034337.875000 Penalty: 4501.359863
	Iteration 39Q: 3 clusters Score -1034338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1034340.437500 Penalty: 4501.359863
	Iteration 40F: 3 clusters Score -1034340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1034344.625000 Penalty: 4501.359863
	Iteration 41Q: 3 clusters Score -1034345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1034345.937500 Penalty: 4501.359863
	Iteration 42Q: 3 clusters Score -1034346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1034349.937500 Penalty: 4501.359863
	Iteration 43Q: 3 clusters Score -1034350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1034348.500000 Penalty: 4501.359863
	Iteration 44Q: 3 clusters Score -1034348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1034348.500000 Penalty: 4501.359863
	Iteration 45F: 3 clusters Score -1034348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Entering Unmasked Estep 
Score: -446850.000000 Penalty: 2048.088867
	Iteration 0F: 2 clusters Score -446850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -443007.406250 Penalty: 4096.177734
	Iteration 0F: 3 clusters Score -443007.4 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -443807.312500 Penalty: 4096.177734
	Iteration 1F: 3 clusters Score -443807.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -443989.656250 Penalty: 4096.177734
	Iteration 2F: 3 clusters Score -443989.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -444083.000000 Penalty: 4096.177734
	Iteration 3Q: 3 clusters Score -444083 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -444142.312500 Penalty: 4096.177734
	Iteration 4Q: 3 clusters Score -444142.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -444185.062500 Penalty: 4096.177734
	Iteration 5Q: 3 clusters Score -444185.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -444214.437500 Penalty: 4096.177734
	Iteration 6Q: 3 clusters Score -444214.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -444248.531250 Penalty: 4096.177734
	Iteration 7Q: 3 clusters Score -444248.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -444276.812500 Penalty: 4096.177734
	Iteration 8Q: 3 clusters Score -444276.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -444295.593750 Penalty: 4096.177734
	Iteration 9Q: 3 clusters Score -444295.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -444313.343750 Penalty: 4096.177734
	Iteration 10Q: 3 clusters Score -444313.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -444328.281250 Penalty: 4096.177734
	Iteration 11Q: 3 clusters Score -444328.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -444343.750000 Penalty: 4096.177734
	Iteration 12Q: 3 clusters Score -444343.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -444358.000000 Penalty: 4096.177734
	Iteration 13Q: 3 clusters Score -444358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -444366.750000 Penalty: 4096.177734
	Iteration 14Q: 3 clusters Score -444366.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -444374.968750 Penalty: 4096.177734
	Iteration 15Q: 3 clusters Score -444375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -444377.750000 Penalty: 4096.177734
	Iteration 16Q: 3 clusters Score -444377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -444379.656250 Penalty: 4096.177734
	Iteration 17Q: 3 clusters Score -444379.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -444379.781250 Penalty: 4096.177734
	Iteration 18Q: 3 clusters Score -444379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -444380.812500 Penalty: 4096.177734
	Iteration 19Q: 3 clusters Score -444380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -444380.750000 Penalty: 4096.177734
	Iteration 20F: 3 clusters Score -444380.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (155635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155635 members 
Entering Unmasked Estep 
Score: -18089362.000000 Penalty: 2964.906738
	Iteration 0F: 2 clusters Score -1.808936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 78059 members 
Entering Unmasked Estep 
Score: -17986054.000000 Penalty: 5929.813477
	Iteration 0F: 3 clusters Score -1.798605e+07 nChanged 74281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73073 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -18030402.000000 Penalty: 5929.813477
	Iteration 1F: 3 clusters Score -1.80304e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 85149 members 
Entering Unmasked Estep 
Score: -18032274.000000 Penalty: 5929.813477
	Iteration 2Q: 3 clusters Score -1.803227e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -18034996.000000 Penalty: 5929.813477
	Iteration 3Q: 3 clusters Score -1.8035e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 94228 members 
Entering Unmasked Estep 
Score: -18039190.000000 Penalty: 5929.813477
	Iteration 4F: 3 clusters Score -1.803919e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -18044964.000000 Penalty: 5929.813477
	Iteration 5F: 3 clusters Score -1.804496e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 109596 members 
Entering Unmasked Estep 
Score: -18051856.000000 Penalty: 5929.813477
	Iteration 6F: 3 clusters Score -1.805186e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 118679 members 
Entering Unmasked Estep 
Score: -18059606.000000 Penalty: 5929.813477
	Iteration 7F: 3 clusters Score -1.805961e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 127369 members 
Entering Unmasked Estep 
Score: -18066892.000000 Penalty: 5929.813477
	Iteration 8F: 3 clusters Score -1.806689e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 134753 members 
Entering Unmasked Estep 
Score: -18073018.000000 Penalty: 5929.813477
	Iteration 9Q: 3 clusters Score -1.807302e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 140424 members 
Entering Unmasked Estep 
Score: -18077514.000000 Penalty: 5929.813477
	Iteration 10Q: 3 clusters Score -1.807751e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 144566 members 
Entering Unmasked Estep 
Score: -18080778.000000 Penalty: 5929.813477
	Iteration 11Q: 3 clusters Score -1.808078e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 147582 members 
Entering Unmasked Estep 
Score: -18082714.000000 Penalty: 5929.813477
	Iteration 12Q: 3 clusters Score -1.808271e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 149595 members 
Entering Unmasked Estep 
Score: -18084020.000000 Penalty: 5929.813477
	Iteration 13Q: 3 clusters Score -1.808402e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 151077 members 
Entering Unmasked Estep 
Score: -18085006.000000 Penalty: 5929.813477
	Iteration 14Q: 3 clusters Score -1.808501e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 152156 members 
Entering Unmasked Estep 
Score: -18085788.000000 Penalty: 5929.813477
	Iteration 15Q: 3 clusters Score -1.808579e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 152854 members 
Entering Unmasked Estep 
Score: -18086278.000000 Penalty: 5929.813477
	Iteration 16Q: 3 clusters Score -1.808628e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 153319 members 
Entering Unmasked Estep 
Score: -18086634.000000 Penalty: 5929.813477
	Iteration 17Q: 3 clusters Score -1.808663e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 153617 members 
Entering Unmasked Estep 
Score: -18086874.000000 Penalty: 5929.813477
	Iteration 18Q: 3 clusters Score -1.808687e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 153826 members 
Entering Unmasked Estep 
Score: -18087030.000000 Penalty: 5929.813477
	Iteration 19Q: 3 clusters Score -1.808703e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 153989 members 
Entering Unmasked Estep 
Score: -18087120.000000 Penalty: 5929.813477
	Iteration 20F: 3 clusters Score -1.808712e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 154090 members 
Entering Unmasked Estep 
Score: -18087206.000000 Penalty: 5929.813477
	Iteration 21Q: 3 clusters Score -1.808721e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 154175 members 
Entering Unmasked Estep 
Score: -18087246.000000 Penalty: 5929.813477
	Iteration 22Q: 3 clusters Score -1.808725e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 154232 members 
Entering Unmasked Estep 
Score: -18087280.000000 Penalty: 5929.813477
	Iteration 23Q: 3 clusters Score -1.808728e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 154285 members 
Entering Unmasked Estep 
Score: -18087286.000000 Penalty: 5929.813477
	Iteration 24Q: 3 clusters Score -1.808729e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 154325 members 
Entering Unmasked Estep 
Score: -18087306.000000 Penalty: 5929.813477
	Iteration 25Q: 3 clusters Score -1.808731e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 154355 members 
Entering Unmasked Estep 
Score: -18087310.000000 Penalty: 5929.813477
	Iteration 26Q: 3 clusters Score -1.808731e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 154374 members 
Entering Unmasked Estep 
Score: -18087324.000000 Penalty: 5929.813477
	Iteration 27Q: 3 clusters Score -1.808732e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 154385 members 
Entering Unmasked Estep 
Score: -18087332.000000 Penalty: 5929.813477
	Iteration 28Q: 3 clusters Score -1.808733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 154395 members 
Entering Unmasked Estep 
Score: -18087326.000000 Penalty: 5929.813477
	Iteration 29Q: 3 clusters Score -1.808733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 154405 members 
Entering Unmasked Estep 
Score: -18087322.000000 Penalty: 5929.813477
	Iteration 30Q: 3 clusters Score -1.808732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 154417 members 
Entering Unmasked Estep 
Score: -18087328.000000 Penalty: 5929.813477
	Iteration 31Q: 3 clusters Score -1.808733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 154435 members 
Entering Unmasked Estep 
Score: -18087324.000000 Penalty: 5929.813477
	Iteration 32Q: 3 clusters Score -1.808732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 154450 members 
Entering Unmasked Estep 
Score: -18087326.000000 Penalty: 5929.813477
	Iteration 33Q: 3 clusters Score -1.808733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -18087324.000000 Penalty: 5929.813477
	Iteration 34Q: 3 clusters Score -1.808732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 154468 members 
Entering Unmasked Estep 
Score: -18087320.000000 Penalty: 5929.813477
	Iteration 35Q: 3 clusters Score -1.808732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 154475 members 
Entering Unmasked Estep 
Score: -18087320.000000 Penalty: 5929.813477
	Iteration 36Q: 3 clusters Score -1.808732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 154481 members 
Entering Unmasked Estep 
Score: -18087328.000000 Penalty: 5929.813477
	Iteration 37Q: 3 clusters Score -1.808733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 154486 members 
Entering Unmasked Estep 
Score: -18087332.000000 Penalty: 5929.813477
	Iteration 38Q: 3 clusters Score -1.808733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -18087332.000000 Penalty: 5929.813477
	Iteration 39Q: 3 clusters Score -1.808733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 154493 members 
Entering Unmasked Estep 
Score: -18087330.000000 Penalty: 5929.813477
	Iteration 40F: 3 clusters Score -1.808733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 154492 members 
Entering Unmasked Estep 
Score: -18087328.000000 Penalty: 5929.813477
	Iteration 41Q: 3 clusters Score -1.808733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 154492 members 
Entering Unmasked Estep 
Score: -18087328.000000 Penalty: 5929.813477
	Iteration 42F: 3 clusters Score -1.808733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Entering Unmasked Estep 
Score: -4293634.000000 Penalty: 2615.303223
	Iteration 0F: 2 clusters Score -4293634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -4267953.500000 Penalty: 5230.606445
	Iteration 0F: 3 clusters Score -4267954 nChanged 17451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -4277622.500000 Penalty: 5230.606445
	Iteration 1F: 3 clusters Score -4277622 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -4278672.000000 Penalty: 5230.606445
	Iteration 2Q: 3 clusters Score -4278672 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -4280024.500000 Penalty: 5230.606445
	Iteration 3Q: 3 clusters Score -4280024 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4281628.500000 Penalty: 5230.606445
	Iteration 4F: 3 clusters Score -4281628 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -4283210.000000 Penalty: 5230.606445
	Iteration 5F: 3 clusters Score -4283210 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -4284763.500000 Penalty: 5230.606445
	Iteration 6F: 3 clusters Score -4284764 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -4286098.500000 Penalty: 5230.606445
	Iteration 7F: 3 clusters Score -4286098 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -4287092.000000 Penalty: 5230.606445
	Iteration 8F: 3 clusters Score -4287092 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -4287871.500000 Penalty: 5230.606445
	Iteration 9Q: 3 clusters Score -4287872 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -4288432.500000 Penalty: 5230.606445
	Iteration 10Q: 3 clusters Score -4288432 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -4288870.000000 Penalty: 5230.606445
	Iteration 11Q: 3 clusters Score -4288870 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -4289187.000000 Penalty: 5230.606445
	Iteration 12Q: 3 clusters Score -4289187 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -4289399.000000 Penalty: 5230.606445
	Iteration 13Q: 3 clusters Score -4289399 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -4289540.500000 Penalty: 5230.606445
	Iteration 14Q: 3 clusters Score -4289540 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -4289685.500000 Penalty: 5230.606445
	Iteration 15Q: 3 clusters Score -4289686 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -4289771.500000 Penalty: 5230.606445
	Iteration 16Q: 3 clusters Score -4289772 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -4289866.000000 Penalty: 5230.606445
	Iteration 17Q: 3 clusters Score -4289866 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -4289943.500000 Penalty: 5230.606445
	Iteration 18Q: 3 clusters Score -4289944 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -4290010.000000 Penalty: 5230.606445
	Iteration 19Q: 3 clusters Score -4290010 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -4290083.500000 Penalty: 5230.606445
	Iteration 20F: 3 clusters Score -4290084 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -4290149.000000 Penalty: 5230.606445
	Iteration 21Q: 3 clusters Score -4290149 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -4290224.500000 Penalty: 5230.606445
	Iteration 22Q: 3 clusters Score -4290224 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -4290286.500000 Penalty: 5230.606445
	Iteration 23Q: 3 clusters Score -4290286 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -4290329.000000 Penalty: 5230.606445
	Iteration 24Q: 3 clusters Score -4290329 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -4290377.000000 Penalty: 5230.606445
	Iteration 25Q: 3 clusters Score -4290377 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -4290399.000000 Penalty: 5230.606445
	Iteration 26Q: 3 clusters Score -4290399 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -4290450.500000 Penalty: 5230.606445
	Iteration 27Q: 3 clusters Score -4290450 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -4290519.000000 Penalty: 5230.606445
	Iteration 28Q: 3 clusters Score -4290519 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4290563.000000 Penalty: 5230.606445
	Iteration 29Q: 3 clusters Score -4290563 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -4290617.500000 Penalty: 5230.606445
	Iteration 30Q: 3 clusters Score -4290618 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -4290679.500000 Penalty: 5230.606445
	Iteration 31Q: 3 clusters Score -4290680 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -4290721.500000 Penalty: 5230.606445
	Iteration 32Q: 3 clusters Score -4290722 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -4290750.500000 Penalty: 5230.606445
	Iteration 33Q: 3 clusters Score -4290750 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -4290792.500000 Penalty: 5230.606445
	Iteration 34Q: 3 clusters Score -4290792 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -4290815.000000 Penalty: 5230.606445
	Iteration 35Q: 3 clusters Score -4290815 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -4290834.000000 Penalty: 5230.606445
	Iteration 36Q: 3 clusters Score -4290834 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4290867.500000 Penalty: 5230.606445
	Iteration 37Q: 3 clusters Score -4290868 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4290898.000000 Penalty: 5230.606445
	Iteration 38Q: 3 clusters Score -4290898 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -4290926.500000 Penalty: 5230.606445
	Iteration 39Q: 3 clusters Score -4290926 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -4290957.000000 Penalty: 5230.606445
	Iteration 40F: 3 clusters Score -4290957 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4290971.500000 Penalty: 5230.606445
	Iteration 41Q: 3 clusters Score -4290972 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4290985.000000 Penalty: 5230.606445
	Iteration 42Q: 3 clusters Score -4290985 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -4291015.000000 Penalty: 5230.606445
	Iteration 43Q: 3 clusters Score -4291015 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -4291032.500000 Penalty: 5230.606445
	Iteration 44Q: 3 clusters Score -4291032 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4291068.000000 Penalty: 5230.606445
	Iteration 45Q: 3 clusters Score -4291068 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4291086.000000 Penalty: 5230.606445
	Iteration 46Q: 3 clusters Score -4291086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4291115.000000 Penalty: 5230.606445
	Iteration 47Q: 3 clusters Score -4291115 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -4291140.000000 Penalty: 5230.606445
	Iteration 48Q: 3 clusters Score -4291140 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -4291170.000000 Penalty: 5230.606445
	Iteration 49Q: 3 clusters Score -4291170 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -4291173.500000 Penalty: 5230.606445
	Iteration 50Q: 3 clusters Score -4291174 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -4291178.500000 Penalty: 5230.606445
	Iteration 51Q: 3 clusters Score -4291178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -4291198.000000 Penalty: 5230.606445
	Iteration 52Q: 3 clusters Score -4291198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4291211.000000 Penalty: 5230.606445
	Iteration 53Q: 3 clusters Score -4291211 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -4291221.000000 Penalty: 5230.606445
	Iteration 54Q: 3 clusters Score -4291221 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4291243.000000 Penalty: 5230.606445
	Iteration 55Q: 3 clusters Score -4291243 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -4291265.500000 Penalty: 5230.606445
	Iteration 56Q: 3 clusters Score -4291266 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -4291276.500000 Penalty: 5230.606445
	Iteration 57Q: 3 clusters Score -4291276 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -4291296.000000 Penalty: 5230.606445
	Iteration 58Q: 3 clusters Score -4291296 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -4291307.500000 Penalty: 5230.606445
	Iteration 59Q: 3 clusters Score -4291308 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4291322.500000 Penalty: 5230.606445
	Iteration 60F: 3 clusters Score -4291322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4291340.500000 Penalty: 5230.606445
	Iteration 61Q: 3 clusters Score -4291340 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -4291349.500000 Penalty: 5230.606445
	Iteration 62Q: 3 clusters Score -4291350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4291358.500000 Penalty: 5230.606445
	Iteration 63Q: 3 clusters Score -4291358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4291366.500000 Penalty: 5230.606445
	Iteration 64Q: 3 clusters Score -4291366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -4291365.500000 Penalty: 5230.606445
	Iteration 65Q: 3 clusters Score -4291366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4291373.000000 Penalty: 5230.606445
	Iteration 66Q: 3 clusters Score -4291373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4291380.500000 Penalty: 5230.606445
	Iteration 67Q: 3 clusters Score -4291380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -4291383.500000 Penalty: 5230.606445
	Iteration 68Q: 3 clusters Score -4291384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4291398.000000 Penalty: 5230.606445
	Iteration 69Q: 3 clusters Score -4291398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -4291400.000000 Penalty: 5230.606445
	Iteration 70Q: 3 clusters Score -4291400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -4291407.000000 Penalty: 5230.606445
	Iteration 71Q: 3 clusters Score -4291407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4291409.000000 Penalty: 5230.606445
	Iteration 72Q: 3 clusters Score -4291409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -4291413.500000 Penalty: 5230.606445
	Iteration 73Q: 3 clusters Score -4291414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -4291423.500000 Penalty: 5230.606445
	Iteration 74Q: 3 clusters Score -4291424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4291425.500000 Penalty: 5230.606445
	Iteration 75Q: 3 clusters Score -4291426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -4291430.500000 Penalty: 5230.606445
	Iteration 76Q: 3 clusters Score -4291430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -4291434.500000 Penalty: 5230.606445
	Iteration 77Q: 3 clusters Score -4291434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4291445.000000 Penalty: 5230.606445
	Iteration 78Q: 3 clusters Score -4291445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -4291456.500000 Penalty: 5230.606445
	Iteration 79Q: 3 clusters Score -4291456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -4291461.500000 Penalty: 5230.606445
	Iteration 80F: 3 clusters Score -4291462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -4291471.000000 Penalty: 5230.606445
	Iteration 81Q: 3 clusters Score -4291471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4291475.000000 Penalty: 5230.606445
	Iteration 82Q: 3 clusters Score -4291475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4291476.500000 Penalty: 5230.606445
	Iteration 83Q: 3 clusters Score -4291476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4291473.500000 Penalty: 5230.606445
	Iteration 84Q: 3 clusters Score -4291474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -4291483.500000 Penalty: 5230.606445
	Iteration 85Q: 3 clusters Score -4291484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -4291476.000000 Penalty: 5230.606445
	Iteration 86Q: 3 clusters Score -4291476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -4291483.500000 Penalty: 5230.606445
	Iteration 87Q: 3 clusters Score -4291484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -4291489.500000 Penalty: 5230.606445
	Iteration 88Q: 3 clusters Score -4291490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -4291489.500000 Penalty: 5230.606445
	Iteration 89Q: 3 clusters Score -4291490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -4291486.500000 Penalty: 5230.606445
	Iteration 90Q: 3 clusters Score -4291486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4291494.000000 Penalty: 5230.606445
	Iteration 91Q: 3 clusters Score -4291494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4291492.000000 Penalty: 5230.606445
	Iteration 92Q: 3 clusters Score -4291492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -4291491.000000 Penalty: 5230.606445
	Iteration 93Q: 3 clusters Score -4291491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -4291496.500000 Penalty: 5230.606445
	Iteration 94Q: 3 clusters Score -4291496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4291498.000000 Penalty: 5230.606445
	Iteration 95Q: 3 clusters Score -4291498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -4291498.000000 Penalty: 5230.606445
	Iteration 96Q: 3 clusters Score -4291498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -4291499.000000 Penalty: 5230.606445
	Iteration 97Q: 3 clusters Score -4291499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -4291501.500000 Penalty: 5230.606445
	Iteration 98Q: 3 clusters Score -4291502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -4291501.500000 Penalty: 5230.606445
	Iteration 99Q: 3 clusters Score -4291502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4291509.500000 Penalty: 5230.606445
	Iteration 100F: 3 clusters Score -4291510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4291516.500000 Penalty: 5230.606445
	Iteration 101Q: 3 clusters Score -4291516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -4291526.500000 Penalty: 5230.606445
	Iteration 102Q: 3 clusters Score -4291526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -4291532.000000 Penalty: 5230.606445
	Iteration 103Q: 3 clusters Score -4291532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -4291541.000000 Penalty: 5230.606445
	Iteration 104Q: 3 clusters Score -4291541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -4291544.000000 Penalty: 5230.606445
	Iteration 105Q: 3 clusters Score -4291544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4291542.500000 Penalty: 5230.606445
	Iteration 106Q: 3 clusters Score -4291542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -4291562.500000 Penalty: 5230.606445
	Iteration 107Q: 3 clusters Score -4291562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -4291565.500000 Penalty: 5230.606445
	Iteration 108Q: 3 clusters Score -4291566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -4291567.500000 Penalty: 5230.606445
	Iteration 109Q: 3 clusters Score -4291568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -4291577.500000 Penalty: 5230.606445
	Iteration 110Q: 3 clusters Score -4291578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -4291583.500000 Penalty: 5230.606445
	Iteration 111Q: 3 clusters Score -4291584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -4291583.500000 Penalty: 5230.606445
	Iteration 112Q: 3 clusters Score -4291584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -4291589.000000 Penalty: 5230.606445
	Iteration 113Q: 3 clusters Score -4291589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -4291593.000000 Penalty: 5230.606445
	Iteration 114Q: 3 clusters Score -4291593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -4291598.000000 Penalty: 5230.606445
	Iteration 115Q: 3 clusters Score -4291598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -4291597.500000 Penalty: 5230.606445
	Iteration 116Q: 3 clusters Score -4291598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -4291602.500000 Penalty: 5230.606445
	Iteration 117Q: 3 clusters Score -4291602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4291599.500000 Penalty: 5230.606445
	Iteration 118Q: 3 clusters Score -4291600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -4291609.500000 Penalty: 5230.606445
	Iteration 119Q: 3 clusters Score -4291610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -4291611.000000 Penalty: 5230.606445
	Iteration 120F: 3 clusters Score -4291611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -4291621.000000 Penalty: 5230.606445
	Iteration 121Q: 3 clusters Score -4291621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -4291613.000000 Penalty: 5230.606445
	Iteration 122Q: 3 clusters Score -4291613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -4291622.000000 Penalty: 5230.606445
	Iteration 123Q: 3 clusters Score -4291622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -4291623.500000 Penalty: 5230.606445
	Iteration 124Q: 3 clusters Score -4291624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4291624.500000 Penalty: 5230.606445
	Iteration 125Q: 3 clusters Score -4291624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -4291624.500000 Penalty: 5230.606445
	Iteration 126Q: 3 clusters Score -4291624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -4291635.000000 Penalty: 5230.606445
	Iteration 127Q: 3 clusters Score -4291635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -4291633.000000 Penalty: 5230.606445
	Iteration 128Q: 3 clusters Score -4291633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -4291641.000000 Penalty: 5230.606445
	Iteration 129Q: 3 clusters Score -4291641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4291644.000000 Penalty: 5230.606445
	Iteration 130Q: 3 clusters Score -4291644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -4291644.500000 Penalty: 5230.606445
	Iteration 131Q: 3 clusters Score -4291644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -4291642.000000 Penalty: 5230.606445
	Iteration 132Q: 3 clusters Score -4291642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -4291644.000000 Penalty: 5230.606445
	Iteration 133Q: 3 clusters Score -4291644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4291641.500000 Penalty: 5230.606445
	Iteration 134Q: 3 clusters Score -4291642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -4291647.000000 Penalty: 5230.606445
	Iteration 135Q: 3 clusters Score -4291647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -4291646.500000 Penalty: 5230.606445
	Iteration 136Q: 3 clusters Score -4291646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -4291652.000000 Penalty: 5230.606445
	Iteration 137Q: 3 clusters Score -4291652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -4291651.000000 Penalty: 5230.606445
	Iteration 138Q: 3 clusters Score -4291651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -4291646.000000 Penalty: 5230.606445
	Iteration 139Q: 3 clusters Score -4291646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -4291646.500000 Penalty: 5230.606445
	Iteration 140F: 3 clusters Score -4291646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4291647.500000 Penalty: 5230.606445
	Iteration 141Q: 3 clusters Score -4291648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4291647.500000 Penalty: 5230.606445
	Iteration 142F: 3 clusters Score -4291648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (127403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127403 members 
Entering Unmasked Estep 
Score: -14949649.000000 Penalty: 2915.267578
	Iteration 0F: 2 clusters Score -1.494965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -14864441.000000 Penalty: 5830.535156
	Iteration 0F: 3 clusters Score -1.486444e+07 nChanged 60731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -14899089.000000 Penalty: 5830.535156
	Iteration 1F: 3 clusters Score -1.489909e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -14900001.000000 Penalty: 5830.535156
	Iteration 2Q: 3 clusters Score -1.49e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -14900832.000000 Penalty: 5830.535156
	Iteration 3Q: 3 clusters Score -1.490083e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 70920 members 
Entering Unmasked Estep 
Score: -14901891.000000 Penalty: 5830.535156
	Iteration 4Q: 3 clusters Score -1.490189e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -14903661.000000 Penalty: 5830.535156
	Iteration 5Q: 3 clusters Score -1.490366e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -14906477.000000 Penalty: 5830.535156
	Iteration 6Q: 3 clusters Score -1.490648e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -14910985.000000 Penalty: 5830.535156
	Iteration 7F: 3 clusters Score -1.491098e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -14918275.000000 Penalty: 5830.535156
	Iteration 8F: 3 clusters Score -1.491828e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 105462 members 
Entering Unmasked Estep 
Score: -14927413.000000 Penalty: 5830.535156
	Iteration 9F: 3 clusters Score -1.492741e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 114081 members 
Entering Unmasked Estep 
Score: -14935350.000000 Penalty: 5830.535156
	Iteration 10F: 3 clusters Score -1.493535e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 120269 members 
Entering Unmasked Estep 
Score: -14941174.000000 Penalty: 5830.535156
	Iteration 11Q: 3 clusters Score -1.494117e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 123821 members 
Entering Unmasked Estep 
Score: -14944398.000000 Penalty: 5830.535156
	Iteration 12Q: 3 clusters Score -1.49444e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 125573 members 
Entering Unmasked Estep 
Score: -14945850.000000 Penalty: 5830.535156
	Iteration 13Q: 3 clusters Score -1.494585e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 126333 members 
Entering Unmasked Estep 
Score: -14946473.000000 Penalty: 5830.535156
	Iteration 14Q: 3 clusters Score -1.494647e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 126678 members 
Entering Unmasked Estep 
Score: -14946780.000000 Penalty: 5830.535156
	Iteration 15Q: 3 clusters Score -1.494678e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 126814 members 
Entering Unmasked Estep 
Score: -14946883.000000 Penalty: 5830.535156
	Iteration 16Q: 3 clusters Score -1.494688e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 126885 members 
Entering Unmasked Estep 
Score: -14946975.000000 Penalty: 5830.535156
	Iteration 17Q: 3 clusters Score -1.494698e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 126920 members 
Entering Unmasked Estep 
Score: -14947013.000000 Penalty: 5830.535156
	Iteration 18Q: 3 clusters Score -1.494701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 126942 members 
Entering Unmasked Estep 
Score: -14947031.000000 Penalty: 5830.535156
	Iteration 19Q: 3 clusters Score -1.494703e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 126962 members 
Entering Unmasked Estep 
Score: -14947072.000000 Penalty: 5830.535156
	Iteration 20F: 3 clusters Score -1.494707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 126973 members 
Entering Unmasked Estep 
Score: -14947102.000000 Penalty: 5830.535156
	Iteration 21Q: 3 clusters Score -1.49471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 126981 members 
Entering Unmasked Estep 
Score: -14947109.000000 Penalty: 5830.535156
	Iteration 22Q: 3 clusters Score -1.494711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 126987 members 
Entering Unmasked Estep 
Score: -14947109.000000 Penalty: 5830.535156
	Iteration 23Q: 3 clusters Score -1.494711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 126991 members 
Entering Unmasked Estep 
Score: -14947129.000000 Penalty: 5830.535156
	Iteration 24Q: 3 clusters Score -1.494713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 126992 members 
Entering Unmasked Estep 
Score: -14947132.000000 Penalty: 5830.535156
	Iteration 25Q: 3 clusters Score -1.494713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 126992 members 
Entering Unmasked Estep 
Score: -14947142.000000 Penalty: 5830.535156
	Iteration 26Q: 3 clusters Score -1.494714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 126992 members 
Entering Unmasked Estep 
Score: -14947157.000000 Penalty: 5830.535156
	Iteration 27Q: 3 clusters Score -1.494716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 126993 members 
Entering Unmasked Estep 
Score: -14947161.000000 Penalty: 5830.535156
	Iteration 28Q: 3 clusters Score -1.494716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 126990 members 
Entering Unmasked Estep 
Score: -14947155.000000 Penalty: 5830.535156
	Iteration 29Q: 3 clusters Score -1.494716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 126987 members 
Entering Unmasked Estep 
Score: -14947156.000000 Penalty: 5830.535156
	Iteration 30Q: 3 clusters Score -1.494716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 126987 members 
Entering Unmasked Estep 
Score: -14947162.000000 Penalty: 5830.535156
	Iteration 31Q: 3 clusters Score -1.494716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 126987 members 
Entering Unmasked Estep 
Score: -14947162.000000 Penalty: 5830.535156
	Iteration 32F: 3 clusters Score -1.494716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 23384 members 
Mstep: Class 3 contains 14630 members 
Mstep: Class 6 contains 215511 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15116 members 
Mstep: Class 10 contains 19037 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8737 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 20 contains 155635 members 
Mstep: Class 23 contains 38009 members 
Mstep: Class 24 contains 127403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651232.000000 Penalty: 46482.957031
Iteration 239Q: 15 clusters Score -7.465123e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 23384 members 
Mstep: Class 3 contains 14628 members 
Mstep: Class 6 contains 215886 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15099 members 
Mstep: Class 10 contains 19014 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 20 contains 155498 members 
Mstep: Class 23 contains 37961 members 
Mstep: Class 24 contains 127263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651304.000000 Penalty: 46482.957031
Iteration 240F: 15 clusters Score -7.46513e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 23385 members 
Mstep: Class 3 contains 14625 members 
Mstep: Class 6 contains 216231 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15089 members 
Mstep: Class 10 contains 18997 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8729 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 20 contains 155388 members 
Mstep: Class 23 contains 37932 members 
Mstep: Class 24 contains 127087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651320.000000 Penalty: 46482.957031
Iteration 241Q: 15 clusters Score -7.465132e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 23394 members 
Mstep: Class 3 contains 14619 members 
Mstep: Class 6 contains 216492 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15085 members 
Mstep: Class 10 contains 18991 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 20 contains 155341 members 
Mstep: Class 23 contains 37894 members 
Mstep: Class 24 contains 126933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651384.000000 Penalty: 46482.957031
Iteration 242Q: 15 clusters Score -7.465138e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 23409 members 
Mstep: Class 3 contains 14617 members 
Mstep: Class 6 contains 216747 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15080 members 
Mstep: Class 10 contains 18968 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 20 contains 155276 members 
Mstep: Class 23 contains 37870 members 
Mstep: Class 24 contains 126796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651224.000000 Penalty: 46482.957031
Iteration 243Q: 15 clusters Score -7.465122e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 23415 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 6 contains 216963 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15076 members 
Mstep: Class 10 contains 18956 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 20 contains 155228 members 
Mstep: Class 23 contains 37842 members 
Mstep: Class 24 contains 126675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651200.000000 Penalty: 46482.957031
Iteration 244Q: 15 clusters Score -7.46512e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 3 contains 14609 members 
Mstep: Class 6 contains 217201 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15069 members 
Mstep: Class 10 contains 18931 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8701 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 20 contains 155174 members 
Mstep: Class 23 contains 37822 members 
Mstep: Class 24 contains 126545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651200.000000 Penalty: 46482.957031
Iteration 245Q: 15 clusters Score -7.46512e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 23438 members 
Mstep: Class 3 contains 14604 members 
Mstep: Class 6 contains 217392 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15057 members 
Mstep: Class 10 contains 18910 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8692 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 20 contains 155126 members 
Mstep: Class 23 contains 37792 members 
Mstep: Class 24 contains 126461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651144.000000 Penalty: 46482.957031
Iteration 246Q: 15 clusters Score -7.465114e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 23446 members 
Mstep: Class 3 contains 14601 members 
Mstep: Class 6 contains 217538 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15050 members 
Mstep: Class 10 contains 18901 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8680 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 20 contains 155119 members 
Mstep: Class 23 contains 37765 members 
Mstep: Class 24 contains 126372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651104.000000 Penalty: 46482.957031
Iteration 247Q: 15 clusters Score -7.46511e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 23448 members 
Mstep: Class 3 contains 14597 members 
Mstep: Class 6 contains 217677 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15043 members 
Mstep: Class 10 contains 18887 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8668 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 20 contains 155117 members 
Mstep: Class 23 contains 37750 members 
Mstep: Class 24 contains 126285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74650992.000000 Penalty: 46482.957031
Iteration 248Q: 15 clusters Score -7.465099e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 23454 members 
Mstep: Class 3 contains 14587 members 
Mstep: Class 6 contains 217766 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15030 members 
Mstep: Class 10 contains 18875 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8660 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 20 contains 155156 members 
Mstep: Class 23 contains 37731 members 
Mstep: Class 24 contains 126214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651024.000000 Penalty: 46482.957031
Iteration 249Q: 15 clusters Score -7.465102e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 23469 members 
Mstep: Class 3 contains 14579 members 
Mstep: Class 6 contains 217826 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15021 members 
Mstep: Class 10 contains 18862 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8657 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 20 contains 155223 members 
Mstep: Class 23 contains 37700 members 
Mstep: Class 24 contains 126138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651000.000000 Penalty: 46482.957031
Iteration 250Q: 15 clusters Score -7.4651e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 23478 members 
Mstep: Class 3 contains 14573 members 
Mstep: Class 6 contains 217878 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15028 members 
Mstep: Class 10 contains 18840 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8659 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 20 contains 155282 members 
Mstep: Class 23 contains 37680 members 
Mstep: Class 24 contains 126058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651128.000000 Penalty: 46482.957031
Iteration 251Q: 15 clusters Score -7.465113e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 23489 members 
Mstep: Class 3 contains 14569 members 
Mstep: Class 6 contains 217923 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15021 members 
Mstep: Class 10 contains 18815 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8651 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 20 contains 155347 members 
Mstep: Class 23 contains 37670 members 
Mstep: Class 24 contains 125992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651192.000000 Penalty: 46482.957031
Iteration 252Q: 15 clusters Score -7.465119e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 23501 members 
Mstep: Class 3 contains 14564 members 
Mstep: Class 6 contains 217968 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15018 members 
Mstep: Class 10 contains 18794 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8647 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 20 contains 155385 members 
Mstep: Class 23 contains 37666 members 
Mstep: Class 24 contains 125931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651144.000000 Penalty: 46482.957031
Iteration 253Q: 15 clusters Score -7.465114e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 23511 members 
Mstep: Class 3 contains 14560 members 
Mstep: Class 6 contains 217995 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15016 members 
Mstep: Class 10 contains 18772 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8633 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 20 contains 155436 members 
Mstep: Class 23 contains 37661 members 
Mstep: Class 24 contains 125889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651208.000000 Penalty: 46482.957031
Iteration 254Q: 15 clusters Score -7.465121e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 23523 members 
Mstep: Class 3 contains 14554 members 
Mstep: Class 6 contains 218003 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15009 members 
Mstep: Class 10 contains 18744 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8629 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 20 contains 155514 members 
Mstep: Class 23 contains 37653 members 
Mstep: Class 24 contains 125844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651264.000000 Penalty: 46482.957031
Iteration 255Q: 15 clusters Score -7.465126e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 23531 members 
Mstep: Class 3 contains 14551 members 
Mstep: Class 6 contains 218016 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15001 members 
Mstep: Class 10 contains 18717 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8629 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 20 contains 155596 members 
Mstep: Class 23 contains 37644 members 
Mstep: Class 24 contains 125790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651168.000000 Penalty: 46482.957031
Iteration 256Q: 15 clusters Score -7.465117e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 23542 members 
Mstep: Class 3 contains 14551 members 
Mstep: Class 6 contains 217991 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15001 members 
Mstep: Class 10 contains 18704 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 15 contains 8632 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 20 contains 155664 members 
Mstep: Class 23 contains 37645 members 
Mstep: Class 24 contains 125747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651208.000000 Penalty: 46482.957031
Iteration 257Q: 15 clusters Score -7.465121e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 23552 members 
Mstep: Class 3 contains 14548 members 
Mstep: Class 6 contains 217964 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 15002 members 
Mstep: Class 10 contains 18701 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 15 contains 8634 members 
Mstep: Class 17 contains 3855 members 
Mstep: Class 20 contains 155736 members 
Mstep: Class 23 contains 37643 members 
Mstep: Class 24 contains 125701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651232.000000 Penalty: 46482.957031
Iteration 258Q: 15 clusters Score -7.465123e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 23562 members 
Mstep: Class 3 contains 14546 members 
Mstep: Class 6 contains 217922 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 14994 members 
Mstep: Class 10 contains 18692 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8634 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 20 contains 155825 members 
Mstep: Class 23 contains 37645 members 
Mstep: Class 24 contains 125661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651280.000000 Penalty: 46482.957031
Iteration 259Q: 15 clusters Score -7.465128e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 23574 members 
Mstep: Class 3 contains 14539 members 
Mstep: Class 6 contains 217890 members 
Mstep: Class 7 contains 236 members 
Mstep: Class 9 contains 14992 members 
Mstep: Class 10 contains 18687 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8635 members 
Mstep: Class 17 contains 3850 members 
Mstep: Class 20 contains 155922 members 
Mstep: Class 23 contains 37648 members 
Mstep: Class 24 contains 125597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651152.000000 Penalty: 46482.957031
Iteration 260F: 15 clusters Score -7.465115e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 23589 members 
Mstep: Class 3 contains 14537 members 
Mstep: Class 6 contains 217850 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14985 members 
Mstep: Class 10 contains 18688 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8635 members 
Mstep: Class 17 contains 3850 members 
Mstep: Class 20 contains 156015 members 
Mstep: Class 23 contains 37645 members 
Mstep: Class 24 contains 125539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651200.000000 Penalty: 46482.957031
Iteration 261Q: 15 clusters Score -7.46512e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 23597 members 
Mstep: Class 3 contains 14537 members 
Mstep: Class 6 contains 217824 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14982 members 
Mstep: Class 10 contains 18684 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8633 members 
Mstep: Class 17 contains 3848 members 
Mstep: Class 20 contains 156099 members 
Mstep: Class 23 contains 37642 members 
Mstep: Class 24 contains 125489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651168.000000 Penalty: 46482.957031
Iteration 262Q: 15 clusters Score -7.465117e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 23608 members 
Mstep: Class 3 contains 14535 members 
Mstep: Class 6 contains 217794 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14979 members 
Mstep: Class 10 contains 18684 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8631 members 
Mstep: Class 17 contains 3849 members 
Mstep: Class 20 contains 156164 members 
Mstep: Class 23 contains 37640 members 
Mstep: Class 24 contains 125451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651232.000000 Penalty: 46482.957031
Iteration 263Q: 15 clusters Score -7.465123e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 23612 members 
Mstep: Class 3 contains 14536 members 
Mstep: Class 6 contains 217738 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14974 members 
Mstep: Class 10 contains 18685 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8632 members 
Mstep: Class 17 contains 3850 members 
Mstep: Class 20 contains 156253 members 
Mstep: Class 23 contains 37637 members 
Mstep: Class 24 contains 125421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651144.000000 Penalty: 46482.957031
Iteration 264Q: 15 clusters Score -7.465114e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 23616 members 
Mstep: Class 3 contains 14536 members 
Mstep: Class 6 contains 217696 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14961 members 
Mstep: Class 10 contains 18679 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 17 contains 3849 members 
Mstep: Class 20 contains 156336 members 
Mstep: Class 23 contains 37638 members 
Mstep: Class 24 contains 125397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651208.000000 Penalty: 46482.957031
Iteration 265Q: 15 clusters Score -7.465121e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 23618 members 
Mstep: Class 3 contains 14534 members 
Mstep: Class 6 contains 217651 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14952 members 
Mstep: Class 10 contains 18677 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1273 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 20 contains 156418 members 
Mstep: Class 23 contains 37638 members 
Mstep: Class 24 contains 125371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651160.000000 Penalty: 46482.957031
Iteration 266Q: 15 clusters Score -7.465116e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 23624 members 
Mstep: Class 3 contains 14534 members 
Mstep: Class 6 contains 217609 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14948 members 
Mstep: Class 10 contains 18677 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 8629 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 20 contains 156487 members 
Mstep: Class 23 contains 37639 members 
Mstep: Class 24 contains 125345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651128.000000 Penalty: 46482.957031
Iteration 267Q: 15 clusters Score -7.465113e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 23632 members 
Mstep: Class 3 contains 14524 members 
Mstep: Class 6 contains 217557 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14945 members 
Mstep: Class 10 contains 18674 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 8625 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 20 contains 156575 members 
Mstep: Class 23 contains 37646 members 
Mstep: Class 24 contains 125316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651200.000000 Penalty: 46482.957031
Iteration 268Q: 15 clusters Score -7.46512e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 23635 members 
Mstep: Class 3 contains 14513 members 
Mstep: Class 6 contains 217496 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14942 members 
Mstep: Class 10 contains 18670 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8625 members 
Mstep: Class 17 contains 3843 members 
Mstep: Class 20 contains 156677 members 
Mstep: Class 23 contains 37654 members 
Mstep: Class 24 contains 125280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651232.000000 Penalty: 46482.957031
Iteration 269Q: 15 clusters Score -7.465123e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 23637 members 
Mstep: Class 3 contains 14507 members 
Mstep: Class 6 contains 217465 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14941 members 
Mstep: Class 10 contains 18656 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8620 members 
Mstep: Class 17 contains 3843 members 
Mstep: Class 20 contains 156757 members 
Mstep: Class 23 contains 37663 members 
Mstep: Class 24 contains 125246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651304.000000 Penalty: 46482.957031
Iteration 270Q: 15 clusters Score -7.46513e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 23638 members 
Mstep: Class 3 contains 14499 members 
Mstep: Class 6 contains 217432 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14935 members 
Mstep: Class 10 contains 18652 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8613 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 20 contains 156833 members 
Mstep: Class 23 contains 37666 members 
Mstep: Class 24 contains 125225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651288.000000 Penalty: 46482.957031
Iteration 271Q: 15 clusters Score -7.465129e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 23638 members 
Mstep: Class 3 contains 14494 members 
Mstep: Class 6 contains 217382 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14933 members 
Mstep: Class 10 contains 18647 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 20 contains 156933 members 
Mstep: Class 23 contains 37669 members 
Mstep: Class 24 contains 125198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651328.000000 Penalty: 46482.957031
Iteration 272Q: 15 clusters Score -7.465133e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 23638 members 
Mstep: Class 3 contains 14490 members 
Mstep: Class 6 contains 217344 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14921 members 
Mstep: Class 10 contains 18645 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8594 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 20 contains 157017 members 
Mstep: Class 23 contains 37676 members 
Mstep: Class 24 contains 125178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651384.000000 Penalty: 46482.957031
Iteration 273Q: 15 clusters Score -7.465138e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 23639 members 
Mstep: Class 3 contains 14493 members 
Mstep: Class 6 contains 217307 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14914 members 
Mstep: Class 10 contains 18642 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8586 members 
Mstep: Class 17 contains 3834 members 
Mstep: Class 20 contains 157120 members 
Mstep: Class 23 contains 37680 members 
Mstep: Class 24 contains 125126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651424.000000 Penalty: 46482.957031
Iteration 274Q: 15 clusters Score -7.465142e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 23641 members 
Mstep: Class 3 contains 14495 members 
Mstep: Class 6 contains 217259 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14917 members 
Mstep: Class 10 contains 18636 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8586 members 
Mstep: Class 17 contains 3830 members 
Mstep: Class 20 contains 157232 members 
Mstep: Class 23 contains 37676 members 
Mstep: Class 24 contains 125074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651280.000000 Penalty: 46482.957031
Iteration 275Q: 15 clusters Score -7.465128e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 23638 members 
Mstep: Class 3 contains 14492 members 
Mstep: Class 6 contains 217204 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14917 members 
Mstep: Class 10 contains 18631 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8582 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 20 contains 157365 members 
Mstep: Class 23 contains 37669 members 
Mstep: Class 24 contains 125023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651232.000000 Penalty: 46482.957031
Iteration 276Q: 15 clusters Score -7.465123e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 23641 members 
Mstep: Class 3 contains 14489 members 
Mstep: Class 6 contains 217131 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14918 members 
Mstep: Class 10 contains 18628 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8584 members 
Mstep: Class 17 contains 3824 members 
Mstep: Class 20 contains 157467 members 
Mstep: Class 23 contains 37668 members 
Mstep: Class 24 contains 125001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651264.000000 Penalty: 46482.957031
Iteration 277Q: 15 clusters Score -7.465126e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 23644 members 
Mstep: Class 3 contains 14490 members 
Mstep: Class 6 contains 217041 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14915 members 
Mstep: Class 10 contains 18624 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8582 members 
Mstep: Class 17 contains 3821 members 
Mstep: Class 20 contains 157609 members 
Mstep: Class 23 contains 37671 members 
Mstep: Class 24 contains 124955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651248.000000 Penalty: 46482.957031
Iteration 278Q: 15 clusters Score -7.465125e+07 nChanged 450
Entering ConstructFrom: 
Score: -74651248.000000 Penalty: 46482.957031
Entering ConstructFrom: 
Trying to split cluster 1 (28489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Entering Unmasked Estep 
Score: -3304531.000000 Penalty: 2543.803955
	Iteration 0F: 2 clusters Score -3304531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3284914.500000 Penalty: 5087.607910
	Iteration 0F: 3 clusters Score -3284914 nChanged 12824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3291739.500000 Penalty: 5087.607910
	Iteration 1F: 3 clusters Score -3291740 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3292186.750000 Penalty: 5087.607910
	Iteration 2Q: 3 clusters Score -3292187 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3292701.750000 Penalty: 5087.607910
	Iteration 3Q: 3 clusters Score -3292702 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3293393.000000 Penalty: 5087.607910
	Iteration 4Q: 3 clusters Score -3293393 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3294335.500000 Penalty: 5087.607910
	Iteration 5F: 3 clusters Score -3294336 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3295477.250000 Penalty: 5087.607910
	Iteration 6F: 3 clusters Score -3295477 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -3296843.500000 Penalty: 5087.607910
	Iteration 7F: 3 clusters Score -3296844 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3298352.000000 Penalty: 5087.607910
	Iteration 8F: 3 clusters Score -3298352 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3299768.500000 Penalty: 5087.607910
	Iteration 9F: 3 clusters Score -3299768 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3300968.000000 Penalty: 5087.607910
	Iteration 10Q: 3 clusters Score -3300968 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3301781.500000 Penalty: 5087.607910
	Iteration 11Q: 3 clusters Score -3301782 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3302357.000000 Penalty: 5087.607910
	Iteration 12Q: 3 clusters Score -3302357 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3302741.000000 Penalty: 5087.607910
	Iteration 13Q: 3 clusters Score -3302741 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3303024.250000 Penalty: 5087.607910
	Iteration 14Q: 3 clusters Score -3303024 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3303211.000000 Penalty: 5087.607910
	Iteration 15Q: 3 clusters Score -3303211 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3303345.500000 Penalty: 5087.607910
	Iteration 16Q: 3 clusters Score -3303346 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3303414.000000 Penalty: 5087.607910
	Iteration 17Q: 3 clusters Score -3303414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3303458.500000 Penalty: 5087.607910
	Iteration 18Q: 3 clusters Score -3303458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3303502.500000 Penalty: 5087.607910
	Iteration 19Q: 3 clusters Score -3303502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3303523.750000 Penalty: 5087.607910
	Iteration 20F: 3 clusters Score -3303524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3303545.250000 Penalty: 5087.607910
	Iteration 21Q: 3 clusters Score -3303545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3303553.500000 Penalty: 5087.607910
	Iteration 22Q: 3 clusters Score -3303554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3303562.750000 Penalty: 5087.607910
	Iteration 23Q: 3 clusters Score -3303563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3303569.500000 Penalty: 5087.607910
	Iteration 24Q: 3 clusters Score -3303570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3303571.250000 Penalty: 5087.607910
	Iteration 25Q: 3 clusters Score -3303571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3303573.000000 Penalty: 5087.607910
	Iteration 26Q: 3 clusters Score -3303573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3303579.500000 Penalty: 5087.607910
	Iteration 27Q: 3 clusters Score -3303580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3303578.000000 Penalty: 5087.607910
	Iteration 28Q: 3 clusters Score -3303578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3303585.500000 Penalty: 5087.607910
	Iteration 29Q: 3 clusters Score -3303586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3303583.750000 Penalty: 5087.607910
	Iteration 30Q: 3 clusters Score -3303584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3303581.500000 Penalty: 5087.607910
	Iteration 31Q: 3 clusters Score -3303582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3303582.250000 Penalty: 5087.607910
	Iteration 32Q: 3 clusters Score -3303582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3303582.000000 Penalty: 5087.607910
	Iteration 33Q: 3 clusters Score -3303582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3303578.250000 Penalty: 5087.607910
	Iteration 34Q: 3 clusters Score -3303578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3303582.750000 Penalty: 5087.607910
	Iteration 35Q: 3 clusters Score -3303583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3303586.250000 Penalty: 5087.607910
	Iteration 36Q: 3 clusters Score -3303586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3303586.500000 Penalty: 5087.607910
	Iteration 37Q: 3 clusters Score -3303586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3303582.750000 Penalty: 5087.607910
	Iteration 38Q: 3 clusters Score -3303583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3303584.000000 Penalty: 5087.607910
	Iteration 39Q: 3 clusters Score -3303584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3303584.000000 Penalty: 5087.607910
	Iteration 40F: 3 clusters Score -3303584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Entering Unmasked Estep 
Score: -2772963.500000 Penalty: 2497.626953
	Iteration 0F: 2 clusters Score -2772964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2756494.500000 Penalty: 4995.253906
	Iteration 0F: 3 clusters Score -2756494 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2762296.750000 Penalty: 4995.253906
	Iteration 1F: 3 clusters Score -2762297 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2762931.500000 Penalty: 4995.253906
	Iteration 2F: 3 clusters Score -2762932 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2763691.250000 Penalty: 4995.253906
	Iteration 3F: 3 clusters Score -2763691 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2764805.750000 Penalty: 4995.253906
	Iteration 4F: 3 clusters Score -2764806 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2766375.750000 Penalty: 4995.253906
	Iteration 5F: 3 clusters Score -2766376 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2768215.750000 Penalty: 4995.253906
	Iteration 6F: 3 clusters Score -2768216 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2769589.250000 Penalty: 4995.253906
	Iteration 7F: 3 clusters Score -2769589 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2770561.250000 Penalty: 4995.253906
	Iteration 8Q: 3 clusters Score -2770561 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2771170.500000 Penalty: 4995.253906
	Iteration 9Q: 3 clusters Score -2771170 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2771399.000000 Penalty: 4995.253906
	Iteration 10Q: 3 clusters Score -2771399 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2771498.750000 Penalty: 4995.253906
	Iteration 11Q: 3 clusters Score -2771499 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2771538.250000 Penalty: 4995.253906
	Iteration 12Q: 3 clusters Score -2771538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2771556.750000 Penalty: 4995.253906
	Iteration 13Q: 3 clusters Score -2771557 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2771567.750000 Penalty: 4995.253906
	Iteration 14Q: 3 clusters Score -2771568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2771571.250000 Penalty: 4995.253906
	Iteration 15Q: 3 clusters Score -2771571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2771582.000000 Penalty: 4995.253906
	Iteration 16Q: 3 clusters Score -2771582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2771582.000000 Penalty: 4995.253906
	Iteration 17Q: 3 clusters Score -2771582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2771585.250000 Penalty: 4995.253906
	Iteration 18Q: 3 clusters Score -2771585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2771587.250000 Penalty: 4995.253906
	Iteration 19Q: 3 clusters Score -2771587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2771592.000000 Penalty: 4995.253906
	Iteration 20F: 3 clusters Score -2771592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2771597.750000 Penalty: 4995.253906
	Iteration 21Q: 3 clusters Score -2771598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2771593.750000 Penalty: 4995.253906
	Iteration 22Q: 3 clusters Score -2771594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2771597.500000 Penalty: 4995.253906
	Iteration 23Q: 3 clusters Score -2771598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2771594.250000 Penalty: 4995.253906
	Iteration 24Q: 3 clusters Score -2771594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2771598.750000 Penalty: 4995.253906
	Iteration 25Q: 3 clusters Score -2771599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2771602.500000 Penalty: 4995.253906
	Iteration 26Q: 3 clusters Score -2771602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2771605.750000 Penalty: 4995.253906
	Iteration 27Q: 3 clusters Score -2771606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2771605.250000 Penalty: 4995.253906
	Iteration 28Q: 3 clusters Score -2771605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2771605.000000 Penalty: 4995.253906
	Iteration 29Q: 3 clusters Score -2771605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2771604.000000 Penalty: 4995.253906
	Iteration 30Q: 3 clusters Score -2771604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2771604.500000 Penalty: 4995.253906
	Iteration 31Q: 3 clusters Score -2771604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2771604.500000 Penalty: 4995.253906
	Iteration 32F: 3 clusters Score -2771604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Entering Unmasked Estep 
Score: -1695055.000000 Penalty: 2376.141113
	Iteration 0F: 2 clusters Score -1695055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1684469.000000 Penalty: 4752.282227
	Iteration 0F: 3 clusters Score -1684469 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1687856.375000 Penalty: 4752.282227
	Iteration 1F: 3 clusters Score -1687856 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1688411.250000 Penalty: 4752.282227
	Iteration 2F: 3 clusters Score -1688411 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1688940.875000 Penalty: 4752.282227
	Iteration 3F: 3 clusters Score -1688941 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1689382.125000 Penalty: 4752.282227
	Iteration 4F: 3 clusters Score -1689382 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1689715.500000 Penalty: 4752.282227
	Iteration 5Q: 3 clusters Score -1689716 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1689976.250000 Penalty: 4752.282227
	Iteration 6Q: 3 clusters Score -1689976 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1690218.125000 Penalty: 4752.282227
	Iteration 7Q: 3 clusters Score -1690218 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1690422.875000 Penalty: 4752.282227
	Iteration 8Q: 3 clusters Score -1690423 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1690595.750000 Penalty: 4752.282227
	Iteration 9Q: 3 clusters Score -1690596 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1690763.500000 Penalty: 4752.282227
	Iteration 10Q: 3 clusters Score -1690764 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1690939.000000 Penalty: 4752.282227
	Iteration 11Q: 3 clusters Score -1690939 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1691118.125000 Penalty: 4752.282227
	Iteration 12Q: 3 clusters Score -1691118 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1691295.875000 Penalty: 4752.282227
	Iteration 13Q: 3 clusters Score -1691296 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1691479.250000 Penalty: 4752.282227
	Iteration 14Q: 3 clusters Score -1691479 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1691665.750000 Penalty: 4752.282227
	Iteration 15Q: 3 clusters Score -1691666 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1691806.000000 Penalty: 4752.282227
	Iteration 16Q: 3 clusters Score -1691806 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1691922.375000 Penalty: 4752.282227
	Iteration 17Q: 3 clusters Score -1691922 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1692003.750000 Penalty: 4752.282227
	Iteration 18Q: 3 clusters Score -1692004 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1692066.750000 Penalty: 4752.282227
	Iteration 19Q: 3 clusters Score -1692067 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1692114.750000 Penalty: 4752.282227
	Iteration 20F: 3 clusters Score -1692115 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1692150.750000 Penalty: 4752.282227
	Iteration 21Q: 3 clusters Score -1692151 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1692189.250000 Penalty: 4752.282227
	Iteration 22Q: 3 clusters Score -1692189 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1692213.750000 Penalty: 4752.282227
	Iteration 23Q: 3 clusters Score -1692214 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1692234.125000 Penalty: 4752.282227
	Iteration 24Q: 3 clusters Score -1692234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1692249.625000 Penalty: 4752.282227
	Iteration 25Q: 3 clusters Score -1692250 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1692263.750000 Penalty: 4752.282227
	Iteration 26Q: 3 clusters Score -1692264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1692275.625000 Penalty: 4752.282227
	Iteration 27Q: 3 clusters Score -1692276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1692293.875000 Penalty: 4752.282227
	Iteration 28Q: 3 clusters Score -1692294 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1692309.125000 Penalty: 4752.282227
	Iteration 29Q: 3 clusters Score -1692309 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1692327.500000 Penalty: 4752.282227
	Iteration 30Q: 3 clusters Score -1692328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1692339.250000 Penalty: 4752.282227
	Iteration 31Q: 3 clusters Score -1692339 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1692351.500000 Penalty: 4752.282227
	Iteration 32Q: 3 clusters Score -1692352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1692363.500000 Penalty: 4752.282227
	Iteration 33Q: 3 clusters Score -1692364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1692371.250000 Penalty: 4752.282227
	Iteration 34Q: 3 clusters Score -1692371 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1692385.250000 Penalty: 4752.282227
	Iteration 35Q: 3 clusters Score -1692385 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1692405.500000 Penalty: 4752.282227
	Iteration 36Q: 3 clusters Score -1692406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1692417.875000 Penalty: 4752.282227
	Iteration 37Q: 3 clusters Score -1692418 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1692443.375000 Penalty: 4752.282227
	Iteration 38Q: 3 clusters Score -1692443 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1692460.125000 Penalty: 4752.282227
	Iteration 39Q: 3 clusters Score -1692460 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1692486.625000 Penalty: 4752.282227
	Iteration 40F: 3 clusters Score -1692487 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1692501.750000 Penalty: 4752.282227
	Iteration 41Q: 3 clusters Score -1692502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1692528.250000 Penalty: 4752.282227
	Iteration 42Q: 3 clusters Score -1692528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1692556.125000 Penalty: 4752.282227
	Iteration 43Q: 3 clusters Score -1692556 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1692588.375000 Penalty: 4752.282227
	Iteration 44Q: 3 clusters Score -1692588 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1692620.875000 Penalty: 4752.282227
	Iteration 45Q: 3 clusters Score -1692621 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1692650.625000 Penalty: 4752.282227
	Iteration 46Q: 3 clusters Score -1692651 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1692668.375000 Penalty: 4752.282227
	Iteration 47Q: 3 clusters Score -1692668 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1692692.125000 Penalty: 4752.282227
	Iteration 48Q: 3 clusters Score -1692692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1692714.625000 Penalty: 4752.282227
	Iteration 49Q: 3 clusters Score -1692715 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1692738.500000 Penalty: 4752.282227
	Iteration 50Q: 3 clusters Score -1692738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1692764.125000 Penalty: 4752.282227
	Iteration 51Q: 3 clusters Score -1692764 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1692793.875000 Penalty: 4752.282227
	Iteration 52Q: 3 clusters Score -1692794 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1692818.375000 Penalty: 4752.282227
	Iteration 53Q: 3 clusters Score -1692818 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1692842.500000 Penalty: 4752.282227
	Iteration 54Q: 3 clusters Score -1692842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1692857.250000 Penalty: 4752.282227
	Iteration 55Q: 3 clusters Score -1692857 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1692872.750000 Penalty: 4752.282227
	Iteration 56Q: 3 clusters Score -1692873 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1692889.625000 Penalty: 4752.282227
	Iteration 57Q: 3 clusters Score -1692890 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1692904.250000 Penalty: 4752.282227
	Iteration 58Q: 3 clusters Score -1692904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1692924.000000 Penalty: 4752.282227
	Iteration 59Q: 3 clusters Score -1692924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1692943.500000 Penalty: 4752.282227
	Iteration 60F: 3 clusters Score -1692944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1692960.000000 Penalty: 4752.282227
	Iteration 61Q: 3 clusters Score -1692960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1692970.250000 Penalty: 4752.282227
	Iteration 62Q: 3 clusters Score -1692970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1692980.625000 Penalty: 4752.282227
	Iteration 63Q: 3 clusters Score -1692981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1692982.125000 Penalty: 4752.282227
	Iteration 64Q: 3 clusters Score -1692982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1692988.875000 Penalty: 4752.282227
	Iteration 65Q: 3 clusters Score -1692989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1693000.125000 Penalty: 4752.282227
	Iteration 66Q: 3 clusters Score -1693000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1693008.750000 Penalty: 4752.282227
	Iteration 67Q: 3 clusters Score -1693009 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1693025.500000 Penalty: 4752.282227
	Iteration 68Q: 3 clusters Score -1693026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1693037.875000 Penalty: 4752.282227
	Iteration 69Q: 3 clusters Score -1693038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1693043.125000 Penalty: 4752.282227
	Iteration 70Q: 3 clusters Score -1693043 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1693062.875000 Penalty: 4752.282227
	Iteration 71Q: 3 clusters Score -1693063 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1693078.000000 Penalty: 4752.282227
	Iteration 72Q: 3 clusters Score -1693078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1693085.250000 Penalty: 4752.282227
	Iteration 73Q: 3 clusters Score -1693085 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1693106.250000 Penalty: 4752.282227
	Iteration 74Q: 3 clusters Score -1693106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1693120.250000 Penalty: 4752.282227
	Iteration 75Q: 3 clusters Score -1693120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1693138.875000 Penalty: 4752.282227
	Iteration 76Q: 3 clusters Score -1693139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1693160.250000 Penalty: 4752.282227
	Iteration 77Q: 3 clusters Score -1693160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1693168.375000 Penalty: 4752.282227
	Iteration 78Q: 3 clusters Score -1693168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1693181.000000 Penalty: 4752.282227
	Iteration 79Q: 3 clusters Score -1693181 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1693195.375000 Penalty: 4752.282227
	Iteration 80F: 3 clusters Score -1693195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1693204.000000 Penalty: 4752.282227
	Iteration 81Q: 3 clusters Score -1693204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1693217.125000 Penalty: 4752.282227
	Iteration 82Q: 3 clusters Score -1693217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1693232.250000 Penalty: 4752.282227
	Iteration 83Q: 3 clusters Score -1693232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1693243.750000 Penalty: 4752.282227
	Iteration 84Q: 3 clusters Score -1693244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1693262.875000 Penalty: 4752.282227
	Iteration 85Q: 3 clusters Score -1693263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1693275.125000 Penalty: 4752.282227
	Iteration 86Q: 3 clusters Score -1693275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1693288.875000 Penalty: 4752.282227
	Iteration 87Q: 3 clusters Score -1693289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1693304.000000 Penalty: 4752.282227
	Iteration 88Q: 3 clusters Score -1693304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1693311.375000 Penalty: 4752.282227
	Iteration 89Q: 3 clusters Score -1693311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1693326.875000 Penalty: 4752.282227
	Iteration 90Q: 3 clusters Score -1693327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1693334.625000 Penalty: 4752.282227
	Iteration 91Q: 3 clusters Score -1693335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1693345.125000 Penalty: 4752.282227
	Iteration 92Q: 3 clusters Score -1693345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1693353.125000 Penalty: 4752.282227
	Iteration 93Q: 3 clusters Score -1693353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1693360.375000 Penalty: 4752.282227
	Iteration 94Q: 3 clusters Score -1693360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1693363.500000 Penalty: 4752.282227
	Iteration 95Q: 3 clusters Score -1693364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1693366.500000 Penalty: 4752.282227
	Iteration 96Q: 3 clusters Score -1693366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1693374.750000 Penalty: 4752.282227
	Iteration 97Q: 3 clusters Score -1693375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1693381.125000 Penalty: 4752.282227
	Iteration 98Q: 3 clusters Score -1693381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1693390.375000 Penalty: 4752.282227
	Iteration 99Q: 3 clusters Score -1693390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1693400.000000 Penalty: 4752.282227
	Iteration 100F: 3 clusters Score -1693400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1693407.500000 Penalty: 4752.282227
	Iteration 101Q: 3 clusters Score -1693408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1693407.625000 Penalty: 4752.282227
	Iteration 102Q: 3 clusters Score -1693408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1693407.625000 Penalty: 4752.282227
	Iteration 103Q: 3 clusters Score -1693408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1693412.750000 Penalty: 4752.282227
	Iteration 104Q: 3 clusters Score -1693413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1693412.875000 Penalty: 4752.282227
	Iteration 105Q: 3 clusters Score -1693413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1693416.250000 Penalty: 4752.282227
	Iteration 106Q: 3 clusters Score -1693416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1693415.375000 Penalty: 4752.282227
	Iteration 107Q: 3 clusters Score -1693415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1693415.625000 Penalty: 4752.282227
	Iteration 108Q: 3 clusters Score -1693416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1693414.500000 Penalty: 4752.282227
	Iteration 109Q: 3 clusters Score -1693414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1693414.000000 Penalty: 4752.282227
	Iteration 110Q: 3 clusters Score -1693414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1693414.250000 Penalty: 4752.282227
	Iteration 111Q: 3 clusters Score -1693414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1693418.250000 Penalty: 4752.282227
	Iteration 112Q: 3 clusters Score -1693418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1693415.875000 Penalty: 4752.282227
	Iteration 113Q: 3 clusters Score -1693416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1693419.375000 Penalty: 4752.282227
	Iteration 114Q: 3 clusters Score -1693419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1693419.375000 Penalty: 4752.282227
	Iteration 115F: 3 clusters Score -1693419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (216960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216960 members 
Entering Unmasked Estep 
Score: -25169638.000000 Penalty: 3047.291992
	Iteration 0F: 2 clusters Score -2.516964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108602 members 
Mstep: Class 2 contains 108358 members 
Entering Unmasked Estep 
Score: -25026984.000000 Penalty: 6094.583984
	Iteration 0F: 3 clusters Score -2.502698e+07 nChanged 104498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111608 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -25087668.000000 Penalty: 6094.583984
	Iteration 1F: 3 clusters Score -2.508767e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113720 members 
Mstep: Class 2 contains 103240 members 
Entering Unmasked Estep 
Score: -25088596.000000 Penalty: 6094.583984
	Iteration 2Q: 3 clusters Score -2.50886e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117044 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -25089850.000000 Penalty: 6094.583984
	Iteration 3Q: 3 clusters Score -2.508985e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122050 members 
Mstep: Class 2 contains 94910 members 
Entering Unmasked Estep 
Score: -25091886.000000 Penalty: 6094.583984
	Iteration 4Q: 3 clusters Score -2.509189e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129503 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -25095788.000000 Penalty: 6094.583984
	Iteration 5Q: 3 clusters Score -2.509579e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140187 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -25102532.000000 Penalty: 6094.583984
	Iteration 6F: 3 clusters Score -2.510253e+07 nChanged 14852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154243 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -25113612.000000 Penalty: 6094.583984
	Iteration 7F: 3 clusters Score -2.511361e+07 nChanged 16561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170176 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -25128322.000000 Penalty: 6094.583984
	Iteration 8F: 3 clusters Score -2.512832e+07 nChanged 15077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184747 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -25142146.000000 Penalty: 6094.583984
	Iteration 9F: 3 clusters Score -2.514215e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195298 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -25152072.000000 Penalty: 6094.583984
	Iteration 10F: 3 clusters Score -2.515207e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202211 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -25158272.000000 Penalty: 6094.583984
	Iteration 11Q: 3 clusters Score -2.515827e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206612 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -25161952.000000 Penalty: 6094.583984
	Iteration 12Q: 3 clusters Score -2.516195e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209500 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -25164074.000000 Penalty: 6094.583984
	Iteration 13Q: 3 clusters Score -2.516407e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211363 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -25165328.000000 Penalty: 6094.583984
	Iteration 14Q: 3 clusters Score -2.516533e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212562 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -25166030.000000 Penalty: 6094.583984
	Iteration 15Q: 3 clusters Score -2.516603e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213380 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -25166372.000000 Penalty: 6094.583984
	Iteration 16Q: 3 clusters Score -2.516637e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213957 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -25166690.000000 Penalty: 6094.583984
	Iteration 17Q: 3 clusters Score -2.516669e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214342 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -25166890.000000 Penalty: 6094.583984
	Iteration 18Q: 3 clusters Score -2.516689e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214610 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -25167002.000000 Penalty: 6094.583984
	Iteration 19Q: 3 clusters Score -2.5167e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214796 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -25167100.000000 Penalty: 6094.583984
	Iteration 20F: 3 clusters Score -2.51671e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214934 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -25167146.000000 Penalty: 6094.583984
	Iteration 21Q: 3 clusters Score -2.516715e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215040 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -25167224.000000 Penalty: 6094.583984
	Iteration 22Q: 3 clusters Score -2.516722e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215118 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -25167272.000000 Penalty: 6094.583984
	Iteration 23Q: 3 clusters Score -2.516727e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215179 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -25167314.000000 Penalty: 6094.583984
	Iteration 24Q: 3 clusters Score -2.516731e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215237 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -25167372.000000 Penalty: 6094.583984
	Iteration 25Q: 3 clusters Score -2.516737e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215299 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -25167414.000000 Penalty: 6094.583984
	Iteration 26Q: 3 clusters Score -2.516741e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215341 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -25167460.000000 Penalty: 6094.583984
	Iteration 27Q: 3 clusters Score -2.516746e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215383 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -25167502.000000 Penalty: 6094.583984
	Iteration 28Q: 3 clusters Score -2.51675e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215408 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -25167520.000000 Penalty: 6094.583984
	Iteration 29Q: 3 clusters Score -2.516752e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215431 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -25167564.000000 Penalty: 6094.583984
	Iteration 30Q: 3 clusters Score -2.516756e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215454 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -25167572.000000 Penalty: 6094.583984
	Iteration 31Q: 3 clusters Score -2.516757e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215472 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -25167608.000000 Penalty: 6094.583984
	Iteration 32Q: 3 clusters Score -2.516761e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -25167640.000000 Penalty: 6094.583984
	Iteration 33Q: 3 clusters Score -2.516764e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215501 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -25167640.000000 Penalty: 6094.583984
	Iteration 34Q: 3 clusters Score -2.516764e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215512 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -25167644.000000 Penalty: 6094.583984
	Iteration 35Q: 3 clusters Score -2.516764e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215517 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -25167646.000000 Penalty: 6094.583984
	Iteration 36Q: 3 clusters Score -2.516765e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215518 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -25167660.000000 Penalty: 6094.583984
	Iteration 37Q: 3 clusters Score -2.516766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215527 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -25167676.000000 Penalty: 6094.583984
	Iteration 38Q: 3 clusters Score -2.516768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215533 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -25167682.000000 Penalty: 6094.583984
	Iteration 39Q: 3 clusters Score -2.516768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215535 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -25167688.000000 Penalty: 6094.583984
	Iteration 40F: 3 clusters Score -2.516769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215537 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -25167704.000000 Penalty: 6094.583984
	Iteration 41Q: 3 clusters Score -2.51677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215536 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -25167696.000000 Penalty: 6094.583984
	Iteration 42Q: 3 clusters Score -2.51677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215537 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -25167698.000000 Penalty: 6094.583984
	Iteration 43Q: 3 clusters Score -2.51677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215545 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -25167712.000000 Penalty: 6094.583984
	Iteration 44Q: 3 clusters Score -2.516771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215545 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -25167710.000000 Penalty: 6094.583984
	Iteration 45Q: 3 clusters Score -2.516771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215549 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -25167716.000000 Penalty: 6094.583984
	Iteration 46Q: 3 clusters Score -2.516772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215549 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -25167722.000000 Penalty: 6094.583984
	Iteration 47Q: 3 clusters Score -2.516772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215549 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -25167730.000000 Penalty: 6094.583984
	Iteration 48Q: 3 clusters Score -2.516773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215546 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -25167718.000000 Penalty: 6094.583984
	Iteration 49Q: 3 clusters Score -2.516772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215547 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -25167732.000000 Penalty: 6094.583984
	Iteration 50Q: 3 clusters Score -2.516773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215547 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -25167752.000000 Penalty: 6094.583984
	Iteration 51Q: 3 clusters Score -2.516775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215543 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -25167766.000000 Penalty: 6094.583984
	Iteration 52Q: 3 clusters Score -2.516777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215543 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -25167754.000000 Penalty: 6094.583984
	Iteration 53Q: 3 clusters Score -2.516775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215541 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -25167742.000000 Penalty: 6094.583984
	Iteration 54Q: 3 clusters Score -2.516774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215540 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -25167758.000000 Penalty: 6094.583984
	Iteration 55Q: 3 clusters Score -2.516776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215542 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -25167744.000000 Penalty: 6094.583984
	Iteration 56Q: 3 clusters Score -2.516774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215538 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -25167760.000000 Penalty: 6094.583984
	Iteration 57Q: 3 clusters Score -2.516776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215537 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -25167764.000000 Penalty: 6094.583984
	Iteration 58Q: 3 clusters Score -2.516776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215540 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -25167778.000000 Penalty: 6094.583984
	Iteration 59Q: 3 clusters Score -2.516778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215543 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -25167766.000000 Penalty: 6094.583984
	Iteration 60F: 3 clusters Score -2.516777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215547 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -25167778.000000 Penalty: 6094.583984
	Iteration 61Q: 3 clusters Score -2.516778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215550 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -25167772.000000 Penalty: 6094.583984
	Iteration 62Q: 3 clusters Score -2.516777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215548 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -25167776.000000 Penalty: 6094.583984
	Iteration 63Q: 3 clusters Score -2.516778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215546 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -25167794.000000 Penalty: 6094.583984
	Iteration 64Q: 3 clusters Score -2.516779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215545 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -25167804.000000 Penalty: 6094.583984
	Iteration 65Q: 3 clusters Score -2.51678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215545 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -25167798.000000 Penalty: 6094.583984
	Iteration 66Q: 3 clusters Score -2.51678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215541 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -25167798.000000 Penalty: 6094.583984
	Iteration 67Q: 3 clusters Score -2.51678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215539 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -25167794.000000 Penalty: 6094.583984
	Iteration 68Q: 3 clusters Score -2.516779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215535 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -25167778.000000 Penalty: 6094.583984
	Iteration 69Q: 3 clusters Score -2.516778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215534 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -25167796.000000 Penalty: 6094.583984
	Iteration 70Q: 3 clusters Score -2.51678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215533 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -25167788.000000 Penalty: 6094.583984
	Iteration 71Q: 3 clusters Score -2.516779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215532 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -25167802.000000 Penalty: 6094.583984
	Iteration 72Q: 3 clusters Score -2.51678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215532 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -25167794.000000 Penalty: 6094.583984
	Iteration 73Q: 3 clusters Score -2.516779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215532 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -25167788.000000 Penalty: 6094.583984
	Iteration 74Q: 3 clusters Score -2.516779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215531 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -25167798.000000 Penalty: 6094.583984
	Iteration 75Q: 3 clusters Score -2.51678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215531 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -25167798.000000 Penalty: 6094.583984
	Iteration 76F: 3 clusters Score -2.51678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -24619.841797 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -24619.84 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 124 members 
Entering Unmasked Estep 
Score: -23446.275391 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -23446.28 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: -23495.281250 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -23495.28 nChanged 1
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: -23501.503906 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -23501.5 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: -23501.503906 Penalty: 2712.157715
	Iteration 3F: 3 clusters Score -23501.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Entering Unmasked Estep 
Score: -1763637.875000 Penalty: 2383.260498
	Iteration 0F: 2 clusters Score -1763638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1752808.500000 Penalty: 4766.520996
	Iteration 0F: 3 clusters Score -1752808 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1756210.750000 Penalty: 4766.520996
	Iteration 1F: 3 clusters Score -1756211 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1756548.875000 Penalty: 4766.520996
	Iteration 2F: 3 clusters Score -1756549 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1756797.875000 Penalty: 4766.520996
	Iteration 3Q: 3 clusters Score -1756798 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1757023.250000 Penalty: 4766.520996
	Iteration 4Q: 3 clusters Score -1757023 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1757235.125000 Penalty: 4766.520996
	Iteration 5Q: 3 clusters Score -1757235 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1757470.500000 Penalty: 4766.520996
	Iteration 6Q: 3 clusters Score -1757470 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1757711.625000 Penalty: 4766.520996
	Iteration 7Q: 3 clusters Score -1757712 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1758018.000000 Penalty: 4766.520996
	Iteration 8Q: 3 clusters Score -1758018 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1758389.750000 Penalty: 4766.520996
	Iteration 9Q: 3 clusters Score -1758390 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1758864.750000 Penalty: 4766.520996
	Iteration 10Q: 3 clusters Score -1758865 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1759409.000000 Penalty: 4766.520996
	Iteration 11F: 3 clusters Score -1759409 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1760018.500000 Penalty: 4766.520996
	Iteration 12F: 3 clusters Score -1760018 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1760526.750000 Penalty: 4766.520996
	Iteration 13Q: 3 clusters Score -1760527 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1760916.250000 Penalty: 4766.520996
	Iteration 14Q: 3 clusters Score -1760916 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1761138.500000 Penalty: 4766.520996
	Iteration 15Q: 3 clusters Score -1761138 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1761294.875000 Penalty: 4766.520996
	Iteration 16Q: 3 clusters Score -1761295 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1761420.250000 Penalty: 4766.520996
	Iteration 17Q: 3 clusters Score -1761420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1761512.750000 Penalty: 4766.520996
	Iteration 18Q: 3 clusters Score -1761513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1761567.750000 Penalty: 4766.520996
	Iteration 19Q: 3 clusters Score -1761568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1761606.625000 Penalty: 4766.520996
	Iteration 20F: 3 clusters Score -1761607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1761626.125000 Penalty: 4766.520996
	Iteration 21Q: 3 clusters Score -1761626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1761640.625000 Penalty: 4766.520996
	Iteration 22Q: 3 clusters Score -1761641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1761649.500000 Penalty: 4766.520996
	Iteration 23Q: 3 clusters Score -1761650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1761669.250000 Penalty: 4766.520996
	Iteration 24Q: 3 clusters Score -1761669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1761686.625000 Penalty: 4766.520996
	Iteration 25Q: 3 clusters Score -1761687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1761706.875000 Penalty: 4766.520996
	Iteration 26Q: 3 clusters Score -1761707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1761716.375000 Penalty: 4766.520996
	Iteration 27Q: 3 clusters Score -1761716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1761719.125000 Penalty: 4766.520996
	Iteration 28Q: 3 clusters Score -1761719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1761721.500000 Penalty: 4766.520996
	Iteration 29Q: 3 clusters Score -1761722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1761726.875000 Penalty: 4766.520996
	Iteration 30Q: 3 clusters Score -1761727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1761727.125000 Penalty: 4766.520996
	Iteration 31Q: 3 clusters Score -1761727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1761731.250000 Penalty: 4766.520996
	Iteration 32Q: 3 clusters Score -1761731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1761732.625000 Penalty: 4766.520996
	Iteration 33Q: 3 clusters Score -1761733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1761732.625000 Penalty: 4766.520996
	Iteration 34Q: 3 clusters Score -1761733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1761732.625000 Penalty: 4766.520996
	Iteration 35F: 3 clusters Score -1761733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Entering Unmasked Estep 
Score: -2204127.750000 Penalty: 2438.320557
	Iteration 0F: 2 clusters Score -2204128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2190937.250000 Penalty: 4876.641113
	Iteration 0F: 3 clusters Score -2190937 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2195251.500000 Penalty: 4876.641113
	Iteration 1F: 3 clusters Score -2195252 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2195664.500000 Penalty: 4876.641113
	Iteration 2F: 3 clusters Score -2195664 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2196038.500000 Penalty: 4876.641113
	Iteration 3Q: 3 clusters Score -2196038 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2196407.000000 Penalty: 4876.641113
	Iteration 4Q: 3 clusters Score -2196407 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2196849.250000 Penalty: 4876.641113
	Iteration 5Q: 3 clusters Score -2196849 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2197351.750000 Penalty: 4876.641113
	Iteration 6Q: 3 clusters Score -2197352 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2197898.500000 Penalty: 4876.641113
	Iteration 7Q: 3 clusters Score -2197898 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2198472.250000 Penalty: 4876.641113
	Iteration 8Q: 3 clusters Score -2198472 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2199017.000000 Penalty: 4876.641113
	Iteration 9Q: 3 clusters Score -2199017 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2199516.750000 Penalty: 4876.641113
	Iteration 10Q: 3 clusters Score -2199517 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2199922.500000 Penalty: 4876.641113
	Iteration 11Q: 3 clusters Score -2199922 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2200231.250000 Penalty: 4876.641113
	Iteration 12Q: 3 clusters Score -2200231 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2200480.250000 Penalty: 4876.641113
	Iteration 13Q: 3 clusters Score -2200480 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2200677.250000 Penalty: 4876.641113
	Iteration 14Q: 3 clusters Score -2200677 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2200802.250000 Penalty: 4876.641113
	Iteration 15Q: 3 clusters Score -2200802 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2200890.500000 Penalty: 4876.641113
	Iteration 16Q: 3 clusters Score -2200890 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2200961.500000 Penalty: 4876.641113
	Iteration 17Q: 3 clusters Score -2200962 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2201013.250000 Penalty: 4876.641113
	Iteration 18Q: 3 clusters Score -2201013 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2201052.000000 Penalty: 4876.641113
	Iteration 19Q: 3 clusters Score -2201052 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2201081.500000 Penalty: 4876.641113
	Iteration 20F: 3 clusters Score -2201082 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2201120.000000 Penalty: 4876.641113
	Iteration 21Q: 3 clusters Score -2201120 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2201150.750000 Penalty: 4876.641113
	Iteration 22Q: 3 clusters Score -2201151 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2201182.250000 Penalty: 4876.641113
	Iteration 23Q: 3 clusters Score -2201182 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2201217.750000 Penalty: 4876.641113
	Iteration 24Q: 3 clusters Score -2201218 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2201236.250000 Penalty: 4876.641113
	Iteration 25Q: 3 clusters Score -2201236 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2201261.250000 Penalty: 4876.641113
	Iteration 26Q: 3 clusters Score -2201261 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2201281.250000 Penalty: 4876.641113
	Iteration 27Q: 3 clusters Score -2201281 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2201306.750000 Penalty: 4876.641113
	Iteration 28Q: 3 clusters Score -2201307 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2201338.250000 Penalty: 4876.641113
	Iteration 29Q: 3 clusters Score -2201338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2201357.250000 Penalty: 4876.641113
	Iteration 30Q: 3 clusters Score -2201357 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2201377.750000 Penalty: 4876.641113
	Iteration 31Q: 3 clusters Score -2201378 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2201403.000000 Penalty: 4876.641113
	Iteration 32Q: 3 clusters Score -2201403 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2201424.500000 Penalty: 4876.641113
	Iteration 33Q: 3 clusters Score -2201424 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2201444.750000 Penalty: 4876.641113
	Iteration 34Q: 3 clusters Score -2201445 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2201455.500000 Penalty: 4876.641113
	Iteration 35Q: 3 clusters Score -2201456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2201469.000000 Penalty: 4876.641113
	Iteration 36Q: 3 clusters Score -2201469 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2201489.250000 Penalty: 4876.641113
	Iteration 37Q: 3 clusters Score -2201489 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2201506.750000 Penalty: 4876.641113
	Iteration 38Q: 3 clusters Score -2201507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2201530.500000 Penalty: 4876.641113
	Iteration 39Q: 3 clusters Score -2201530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2201556.250000 Penalty: 4876.641113
	Iteration 40F: 3 clusters Score -2201556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2201576.500000 Penalty: 4876.641113
	Iteration 41Q: 3 clusters Score -2201576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2201598.500000 Penalty: 4876.641113
	Iteration 42Q: 3 clusters Score -2201598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2201626.750000 Penalty: 4876.641113
	Iteration 43Q: 3 clusters Score -2201627 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2201649.500000 Penalty: 4876.641113
	Iteration 44Q: 3 clusters Score -2201650 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2201667.500000 Penalty: 4876.641113
	Iteration 45Q: 3 clusters Score -2201668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2201696.500000 Penalty: 4876.641113
	Iteration 46Q: 3 clusters Score -2201696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2201717.000000 Penalty: 4876.641113
	Iteration 47Q: 3 clusters Score -2201717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2201734.500000 Penalty: 4876.641113
	Iteration 48Q: 3 clusters Score -2201734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2201756.000000 Penalty: 4876.641113
	Iteration 49Q: 3 clusters Score -2201756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2201784.000000 Penalty: 4876.641113
	Iteration 50Q: 3 clusters Score -2201784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2201804.250000 Penalty: 4876.641113
	Iteration 51Q: 3 clusters Score -2201804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2201819.750000 Penalty: 4876.641113
	Iteration 52Q: 3 clusters Score -2201820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2201842.750000 Penalty: 4876.641113
	Iteration 53Q: 3 clusters Score -2201843 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2201857.000000 Penalty: 4876.641113
	Iteration 54Q: 3 clusters Score -2201857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2201872.000000 Penalty: 4876.641113
	Iteration 55Q: 3 clusters Score -2201872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2201887.750000 Penalty: 4876.641113
	Iteration 56Q: 3 clusters Score -2201888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2201899.250000 Penalty: 4876.641113
	Iteration 57Q: 3 clusters Score -2201899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2201910.750000 Penalty: 4876.641113
	Iteration 58Q: 3 clusters Score -2201911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2201929.000000 Penalty: 4876.641113
	Iteration 59Q: 3 clusters Score -2201929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2201945.500000 Penalty: 4876.641113
	Iteration 60F: 3 clusters Score -2201946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2201954.000000 Penalty: 4876.641113
	Iteration 61Q: 3 clusters Score -2201954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2201974.000000 Penalty: 4876.641113
	Iteration 62Q: 3 clusters Score -2201974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2201989.000000 Penalty: 4876.641113
	Iteration 63Q: 3 clusters Score -2201989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2202000.000000 Penalty: 4876.641113
	Iteration 64Q: 3 clusters Score -2202000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2202011.750000 Penalty: 4876.641113
	Iteration 65Q: 3 clusters Score -2202012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2202023.750000 Penalty: 4876.641113
	Iteration 66Q: 3 clusters Score -2202024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2202027.250000 Penalty: 4876.641113
	Iteration 67Q: 3 clusters Score -2202027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2202030.250000 Penalty: 4876.641113
	Iteration 68Q: 3 clusters Score -2202030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2202029.250000 Penalty: 4876.641113
	Iteration 69Q: 3 clusters Score -2202029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2202029.750000 Penalty: 4876.641113
	Iteration 70Q: 3 clusters Score -2202030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2202032.500000 Penalty: 4876.641113
	Iteration 71Q: 3 clusters Score -2202032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2202032.000000 Penalty: 4876.641113
	Iteration 72Q: 3 clusters Score -2202032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2202032.000000 Penalty: 4876.641113
	Iteration 73Q: 3 clusters Score -2202032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2202035.000000 Penalty: 4876.641113
	Iteration 74Q: 3 clusters Score -2202035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2202038.250000 Penalty: 4876.641113
	Iteration 75Q: 3 clusters Score -2202038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2202042.250000 Penalty: 4876.641113
	Iteration 76Q: 3 clusters Score -2202042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2202041.500000 Penalty: 4876.641113
	Iteration 77Q: 3 clusters Score -2202042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2202040.750000 Penalty: 4876.641113
	Iteration 78Q: 3 clusters Score -2202041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2202042.000000 Penalty: 4876.641113
	Iteration 79Q: 3 clusters Score -2202042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2202042.000000 Penalty: 4876.641113
	Iteration 80F: 3 clusters Score -2202042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -79856.078125 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -79856.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78148.640625 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -78148.64 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78340.898438 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -78340.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78404.093750 Penalty: 3274.210205
	Iteration 2Q: 3 clusters Score -78404.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -78447.843750 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -78447.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78473.976562 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -78473.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -78490.984375 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -78490.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -78515.640625 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -78515.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -78531.820312 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -78531.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -78549.578125 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -78549.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78564.117188 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -78564.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78569.250000 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -78569.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78584.437500 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -78584.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -78591.109375 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -78591.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -78595.960938 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -78595.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78601.007812 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -78601.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78606.695312 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -78606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -78607.703125 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -78607.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -78607.703125 Penalty: 3274.210205
	Iteration 17F: 3 clusters Score -78607.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -131715.843750 Penalty: 1773.374023
	Iteration 0F: 2 clusters Score -131715.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -129713.265625 Penalty: 3546.748047
	Iteration 0F: 3 clusters Score -129713.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -130218.960938 Penalty: 3546.748047
	Iteration 1F: 3 clusters Score -130219 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -130407.523438 Penalty: 3546.748047
	Iteration 2F: 3 clusters Score -130407.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -130538.828125 Penalty: 3546.748047
	Iteration 3F: 3 clusters Score -130538.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -130672.101562 Penalty: 3546.748047
	Iteration 4F: 3 clusters Score -130672.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -130778.585938 Penalty: 3546.748047
	Iteration 5Q: 3 clusters Score -130778.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -130861.234375 Penalty: 3546.748047
	Iteration 6Q: 3 clusters Score -130861.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -130939.953125 Penalty: 3546.748047
	Iteration 7Q: 3 clusters Score -130940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -131000.492188 Penalty: 3546.748047
	Iteration 8Q: 3 clusters Score -131000.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -131032.390625 Penalty: 3546.748047
	Iteration 9Q: 3 clusters Score -131032.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -131078.062500 Penalty: 3546.748047
	Iteration 10Q: 3 clusters Score -131078.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -131116.734375 Penalty: 3546.748047
	Iteration 11Q: 3 clusters Score -131116.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -131136.328125 Penalty: 3546.748047
	Iteration 12Q: 3 clusters Score -131136.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -131148.218750 Penalty: 3546.748047
	Iteration 13Q: 3 clusters Score -131148.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -131153.671875 Penalty: 3546.748047
	Iteration 14Q: 3 clusters Score -131153.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -131157.953125 Penalty: 3546.748047
	Iteration 15Q: 3 clusters Score -131158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -131160.109375 Penalty: 3546.748047
	Iteration 16Q: 3 clusters Score -131160.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -131165.093750 Penalty: 3546.748047
	Iteration 17Q: 3 clusters Score -131165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -131166.390625 Penalty: 3546.748047
	Iteration 18Q: 3 clusters Score -131166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -131167.875000 Penalty: 3546.748047
	Iteration 19Q: 3 clusters Score -131167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -131181.078125 Penalty: 3546.748047
	Iteration 20F: 3 clusters Score -131181.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -131199.156250 Penalty: 3546.748047
	Iteration 21Q: 3 clusters Score -131199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -131202.546875 Penalty: 3546.748047
	Iteration 22Q: 3 clusters Score -131202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -131205.093750 Penalty: 3546.748047
	Iteration 23Q: 3 clusters Score -131205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -131208.546875 Penalty: 3546.748047
	Iteration 24Q: 3 clusters Score -131208.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -131209.625000 Penalty: 3546.748047
	Iteration 25Q: 3 clusters Score -131209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -131211.234375 Penalty: 3546.748047
	Iteration 26Q: 3 clusters Score -131211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -131211.937500 Penalty: 3546.748047
	Iteration 27Q: 3 clusters Score -131211.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -131211.937500 Penalty: 3546.748047
	Iteration 28F: 3 clusters Score -131211.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Entering Unmasked Estep 
Score: -1018050.500000 Penalty: 2246.211670
	Iteration 0F: 2 clusters Score -1018050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1011203.625000 Penalty: 4492.423340
	Iteration 0F: 3 clusters Score -1011204 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1013075.812500 Penalty: 4492.423340
	Iteration 1F: 3 clusters Score -1013076 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1013328.000000 Penalty: 4492.423340
	Iteration 2F: 3 clusters Score -1013328 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1013519.625000 Penalty: 4492.423340
	Iteration 3Q: 3 clusters Score -1013520 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1013671.062500 Penalty: 4492.423340
	Iteration 4Q: 3 clusters Score -1013671 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1013796.625000 Penalty: 4492.423340
	Iteration 5Q: 3 clusters Score -1013797 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1013907.250000 Penalty: 4492.423340
	Iteration 6Q: 3 clusters Score -1013907 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1014022.375000 Penalty: 4492.423340
	Iteration 7Q: 3 clusters Score -1014022 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1014114.250000 Penalty: 4492.423340
	Iteration 8Q: 3 clusters Score -1014114 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1014207.937500 Penalty: 4492.423340
	Iteration 9Q: 3 clusters Score -1014208 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1014304.375000 Penalty: 4492.423340
	Iteration 10Q: 3 clusters Score -1014304 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1014406.875000 Penalty: 4492.423340
	Iteration 11Q: 3 clusters Score -1014407 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1014513.625000 Penalty: 4492.423340
	Iteration 12Q: 3 clusters Score -1014514 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1014636.000000 Penalty: 4492.423340
	Iteration 13Q: 3 clusters Score -1014636 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1014776.062500 Penalty: 4492.423340
	Iteration 14Q: 3 clusters Score -1014776 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1014928.250000 Penalty: 4492.423340
	Iteration 15Q: 3 clusters Score -1014928 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1015082.437500 Penalty: 4492.423340
	Iteration 16Q: 3 clusters Score -1015082 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1015226.875000 Penalty: 4492.423340
	Iteration 17Q: 3 clusters Score -1015227 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1015359.562500 Penalty: 4492.423340
	Iteration 18Q: 3 clusters Score -1015360 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1015454.625000 Penalty: 4492.423340
	Iteration 19Q: 3 clusters Score -1015455 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1015523.750000 Penalty: 4492.423340
	Iteration 20F: 3 clusters Score -1015524 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1015576.187500 Penalty: 4492.423340
	Iteration 21Q: 3 clusters Score -1015576 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1015613.062500 Penalty: 4492.423340
	Iteration 22Q: 3 clusters Score -1015613 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1015643.687500 Penalty: 4492.423340
	Iteration 23Q: 3 clusters Score -1015644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1015669.125000 Penalty: 4492.423340
	Iteration 24Q: 3 clusters Score -1015669 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1015692.562500 Penalty: 4492.423340
	Iteration 25Q: 3 clusters Score -1015693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1015709.375000 Penalty: 4492.423340
	Iteration 26Q: 3 clusters Score -1015709 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1015723.000000 Penalty: 4492.423340
	Iteration 27Q: 3 clusters Score -1015723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1015733.250000 Penalty: 4492.423340
	Iteration 28Q: 3 clusters Score -1015733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1015743.312500 Penalty: 4492.423340
	Iteration 29Q: 3 clusters Score -1015743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1015751.187500 Penalty: 4492.423340
	Iteration 30Q: 3 clusters Score -1015751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1015760.687500 Penalty: 4492.423340
	Iteration 31Q: 3 clusters Score -1015761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1015763.875000 Penalty: 4492.423340
	Iteration 32Q: 3 clusters Score -1015764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1015773.937500 Penalty: 4492.423340
	Iteration 33Q: 3 clusters Score -1015774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1015780.625000 Penalty: 4492.423340
	Iteration 34Q: 3 clusters Score -1015781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1015785.125000 Penalty: 4492.423340
	Iteration 35Q: 3 clusters Score -1015785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1015789.687500 Penalty: 4492.423340
	Iteration 36Q: 3 clusters Score -1015790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1015793.562500 Penalty: 4492.423340
	Iteration 37Q: 3 clusters Score -1015794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1015794.875000 Penalty: 4492.423340
	Iteration 38Q: 3 clusters Score -1015795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1015797.625000 Penalty: 4492.423340
	Iteration 39Q: 3 clusters Score -1015798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1015799.437500 Penalty: 4492.423340
	Iteration 40F: 3 clusters Score -1015799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1015802.312500 Penalty: 4492.423340
	Iteration 41Q: 3 clusters Score -1015802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1015804.187500 Penalty: 4492.423340
	Iteration 42Q: 3 clusters Score -1015804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1015811.062500 Penalty: 4492.423340
	Iteration 43Q: 3 clusters Score -1015811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1015817.562500 Penalty: 4492.423340
	Iteration 44Q: 3 clusters Score -1015818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1015819.875000 Penalty: 4492.423340
	Iteration 45Q: 3 clusters Score -1015820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1015824.375000 Penalty: 4492.423340
	Iteration 46Q: 3 clusters Score -1015824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1015827.000000 Penalty: 4492.423340
	Iteration 47Q: 3 clusters Score -1015827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1015825.625000 Penalty: 4492.423340
	Iteration 48Q: 3 clusters Score -1015826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1015825.500000 Penalty: 4492.423340
	Iteration 49Q: 3 clusters Score -1015826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1015825.875000 Penalty: 4492.423340
	Iteration 50Q: 3 clusters Score -1015826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1015829.312500 Penalty: 4492.423340
	Iteration 51Q: 3 clusters Score -1015829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1015828.750000 Penalty: 4492.423340
	Iteration 52Q: 3 clusters Score -1015829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1015830.250000 Penalty: 4492.423340
	Iteration 53Q: 3 clusters Score -1015830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1015830.625000 Penalty: 4492.423340
	Iteration 54Q: 3 clusters Score -1015831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1015830.375000 Penalty: 4492.423340
	Iteration 55Q: 3 clusters Score -1015830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1015831.187500 Penalty: 4492.423340
	Iteration 56Q: 3 clusters Score -1015831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1015831.500000 Penalty: 4492.423340
	Iteration 57Q: 3 clusters Score -1015832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1015834.375000 Penalty: 4492.423340
	Iteration 58Q: 3 clusters Score -1015834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1015836.812500 Penalty: 4492.423340
	Iteration 59Q: 3 clusters Score -1015837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1015839.187500 Penalty: 4492.423340
	Iteration 60F: 3 clusters Score -1015839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1015839.187500 Penalty: 4492.423340
	Iteration 61Q: 3 clusters Score -1015839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1015839.062500 Penalty: 4492.423340
	Iteration 62Q: 3 clusters Score -1015839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1015841.500000 Penalty: 4492.423340
	Iteration 63Q: 3 clusters Score -1015842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1015842.687500 Penalty: 4492.423340
	Iteration 64Q: 3 clusters Score -1015843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1015844.500000 Penalty: 4492.423340
	Iteration 65Q: 3 clusters Score -1015844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1015844.000000 Penalty: 4492.423340
	Iteration 66Q: 3 clusters Score -1015844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1015844.312500 Penalty: 4492.423340
	Iteration 67Q: 3 clusters Score -1015844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1015844.625000 Penalty: 4492.423340
	Iteration 68Q: 3 clusters Score -1015845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1015844.562500 Penalty: 4492.423340
	Iteration 69Q: 3 clusters Score -1015845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1015843.687500 Penalty: 4492.423340
	Iteration 70Q: 3 clusters Score -1015844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1015844.750000 Penalty: 4492.423340
	Iteration 71Q: 3 clusters Score -1015845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1015844.375000 Penalty: 4492.423340
	Iteration 72Q: 3 clusters Score -1015844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1015844.000000 Penalty: 4492.423340
	Iteration 73Q: 3 clusters Score -1015844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1015843.750000 Penalty: 4492.423340
	Iteration 74Q: 3 clusters Score -1015844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1015845.375000 Penalty: 4492.423340
	Iteration 75Q: 3 clusters Score -1015845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1015845.750000 Penalty: 4492.423340
	Iteration 76Q: 3 clusters Score -1015846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1015847.125000 Penalty: 4492.423340
	Iteration 77Q: 3 clusters Score -1015847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1015849.187500 Penalty: 4492.423340
	Iteration 78Q: 3 clusters Score -1015849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1015849.875000 Penalty: 4492.423340
	Iteration 79Q: 3 clusters Score -1015850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1015850.187500 Penalty: 4492.423340
	Iteration 80F: 3 clusters Score -1015850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1015851.312500 Penalty: 4492.423340
	Iteration 81Q: 3 clusters Score -1015851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1015850.937500 Penalty: 4492.423340
	Iteration 82Q: 3 clusters Score -1015851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1015852.375000 Penalty: 4492.423340
	Iteration 83Q: 3 clusters Score -1015852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1015855.125000 Penalty: 4492.423340
	Iteration 84Q: 3 clusters Score -1015855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1015855.500000 Penalty: 4492.423340
	Iteration 85Q: 3 clusters Score -1015856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1015854.250000 Penalty: 4492.423340
	Iteration 86Q: 3 clusters Score -1015854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1015855.625000 Penalty: 4492.423340
	Iteration 87Q: 3 clusters Score -1015856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1015853.500000 Penalty: 4492.423340
	Iteration 88Q: 3 clusters Score -1015854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1015853.625000 Penalty: 4492.423340
	Iteration 89Q: 3 clusters Score -1015854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1015853.625000 Penalty: 4492.423340
	Iteration 90F: 3 clusters Score -1015854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Entering Unmasked Estep 
Score: -442150.531250 Penalty: 2045.505493
	Iteration 0F: 2 clusters Score -442150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -438363.968750 Penalty: 4091.010986
	Iteration 0F: 3 clusters Score -438364 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -439163.906250 Penalty: 4091.010986
	Iteration 1F: 3 clusters Score -439163.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -439332.875000 Penalty: 4091.010986
	Iteration 2F: 3 clusters Score -439332.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -439437.000000 Penalty: 4091.010986
	Iteration 3F: 3 clusters Score -439437 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -439515.875000 Penalty: 4091.010986
	Iteration 4Q: 3 clusters Score -439515.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -439573.781250 Penalty: 4091.010986
	Iteration 5Q: 3 clusters Score -439573.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -439611.125000 Penalty: 4091.010986
	Iteration 6Q: 3 clusters Score -439611.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -439630.187500 Penalty: 4091.010986
	Iteration 7Q: 3 clusters Score -439630.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -439647.093750 Penalty: 4091.010986
	Iteration 8Q: 3 clusters Score -439647.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -439658.687500 Penalty: 4091.010986
	Iteration 9Q: 3 clusters Score -439658.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -439667.437500 Penalty: 4091.010986
	Iteration 10Q: 3 clusters Score -439667.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -439678.218750 Penalty: 4091.010986
	Iteration 11Q: 3 clusters Score -439678.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -439691.562500 Penalty: 4091.010986
	Iteration 12Q: 3 clusters Score -439691.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -439703.312500 Penalty: 4091.010986
	Iteration 13Q: 3 clusters Score -439703.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -439714.031250 Penalty: 4091.010986
	Iteration 14Q: 3 clusters Score -439714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -439722.250000 Penalty: 4091.010986
	Iteration 15Q: 3 clusters Score -439722.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -439731.718750 Penalty: 4091.010986
	Iteration 16Q: 3 clusters Score -439731.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -439744.812500 Penalty: 4091.010986
	Iteration 17Q: 3 clusters Score -439744.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -439754.968750 Penalty: 4091.010986
	Iteration 18Q: 3 clusters Score -439755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -439767.218750 Penalty: 4091.010986
	Iteration 19Q: 3 clusters Score -439767.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -439782.312500 Penalty: 4091.010986
	Iteration 20F: 3 clusters Score -439782.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -439793.906250 Penalty: 4091.010986
	Iteration 21Q: 3 clusters Score -439793.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -439806.437500 Penalty: 4091.010986
	Iteration 22Q: 3 clusters Score -439806.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -439817.343750 Penalty: 4091.010986
	Iteration 23Q: 3 clusters Score -439817.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -439828.093750 Penalty: 4091.010986
	Iteration 24Q: 3 clusters Score -439828.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -439838.406250 Penalty: 4091.010986
	Iteration 25Q: 3 clusters Score -439838.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -439846.375000 Penalty: 4091.010986
	Iteration 26Q: 3 clusters Score -439846.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -439852.250000 Penalty: 4091.010986
	Iteration 27Q: 3 clusters Score -439852.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -439858.125000 Penalty: 4091.010986
	Iteration 28Q: 3 clusters Score -439858.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -439867.125000 Penalty: 4091.010986
	Iteration 29Q: 3 clusters Score -439867.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -439874.500000 Penalty: 4091.010986
	Iteration 30Q: 3 clusters Score -439874.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -439882.156250 Penalty: 4091.010986
	Iteration 31Q: 3 clusters Score -439882.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -439887.875000 Penalty: 4091.010986
	Iteration 32Q: 3 clusters Score -439887.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -439892.218750 Penalty: 4091.010986
	Iteration 33Q: 3 clusters Score -439892.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -439897.843750 Penalty: 4091.010986
	Iteration 34Q: 3 clusters Score -439897.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -439904.406250 Penalty: 4091.010986
	Iteration 35Q: 3 clusters Score -439904.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -439916.500000 Penalty: 4091.010986
	Iteration 36Q: 3 clusters Score -439916.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -439928.750000 Penalty: 4091.010986
	Iteration 37Q: 3 clusters Score -439928.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -439938.968750 Penalty: 4091.010986
	Iteration 38Q: 3 clusters Score -439939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -439949.468750 Penalty: 4091.010986
	Iteration 39Q: 3 clusters Score -439949.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -439957.312500 Penalty: 4091.010986
	Iteration 40F: 3 clusters Score -439957.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -439965.625000 Penalty: 4091.010986
	Iteration 41Q: 3 clusters Score -439965.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -439975.000000 Penalty: 4091.010986
	Iteration 42Q: 3 clusters Score -439975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -439986.625000 Penalty: 4091.010986
	Iteration 43Q: 3 clusters Score -439986.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -439992.000000 Penalty: 4091.010986
	Iteration 44Q: 3 clusters Score -439992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -439994.812500 Penalty: 4091.010986
	Iteration 45Q: 3 clusters Score -439994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -439999.375000 Penalty: 4091.010986
	Iteration 46Q: 3 clusters Score -439999.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -440003.593750 Penalty: 4091.010986
	Iteration 47Q: 3 clusters Score -440003.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -440005.156250 Penalty: 4091.010986
	Iteration 48Q: 3 clusters Score -440005.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -440008.781250 Penalty: 4091.010986
	Iteration 49Q: 3 clusters Score -440008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -440010.000000 Penalty: 4091.010986
	Iteration 50Q: 3 clusters Score -440010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -440012.687500 Penalty: 4091.010986
	Iteration 51Q: 3 clusters Score -440012.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -440014.562500 Penalty: 4091.010986
	Iteration 52Q: 3 clusters Score -440014.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -440016.687500 Penalty: 4091.010986
	Iteration 53Q: 3 clusters Score -440016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -440019.125000 Penalty: 4091.010986
	Iteration 54Q: 3 clusters Score -440019.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -440021.468750 Penalty: 4091.010986
	Iteration 55Q: 3 clusters Score -440021.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -440023.625000 Penalty: 4091.010986
	Iteration 56Q: 3 clusters Score -440023.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -440026.000000 Penalty: 4091.010986
	Iteration 57Q: 3 clusters Score -440026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -440027.218750 Penalty: 4091.010986
	Iteration 58Q: 3 clusters Score -440027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -440029.437500 Penalty: 4091.010986
	Iteration 59Q: 3 clusters Score -440029.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -440032.500000 Penalty: 4091.010986
	Iteration 60F: 3 clusters Score -440032.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -440036.093750 Penalty: 4091.010986
	Iteration 61Q: 3 clusters Score -440036.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -440038.093750 Penalty: 4091.010986
	Iteration 62Q: 3 clusters Score -440038.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -440041.500000 Penalty: 4091.010986
	Iteration 63Q: 3 clusters Score -440041.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -440043.093750 Penalty: 4091.010986
	Iteration 64Q: 3 clusters Score -440043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -440045.281250 Penalty: 4091.010986
	Iteration 65Q: 3 clusters Score -440045.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -440046.000000 Penalty: 4091.010986
	Iteration 66Q: 3 clusters Score -440046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -440047.812500 Penalty: 4091.010986
	Iteration 67Q: 3 clusters Score -440047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -440050.125000 Penalty: 4091.010986
	Iteration 68Q: 3 clusters Score -440050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -440053.437500 Penalty: 4091.010986
	Iteration 69Q: 3 clusters Score -440053.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -440054.593750 Penalty: 4091.010986
	Iteration 70Q: 3 clusters Score -440054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -440057.218750 Penalty: 4091.010986
	Iteration 71Q: 3 clusters Score -440057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -440060.343750 Penalty: 4091.010986
	Iteration 72Q: 3 clusters Score -440060.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -440064.000000 Penalty: 4091.010986
	Iteration 73Q: 3 clusters Score -440064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -440066.500000 Penalty: 4091.010986
	Iteration 74Q: 3 clusters Score -440066.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -440073.656250 Penalty: 4091.010986
	Iteration 75Q: 3 clusters Score -440073.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -440081.312500 Penalty: 4091.010986
	Iteration 76Q: 3 clusters Score -440081.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -440088.843750 Penalty: 4091.010986
	Iteration 77Q: 3 clusters Score -440088.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -440093.875000 Penalty: 4091.010986
	Iteration 78Q: 3 clusters Score -440093.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -440101.718750 Penalty: 4091.010986
	Iteration 79Q: 3 clusters Score -440101.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -440108.312500 Penalty: 4091.010986
	Iteration 80F: 3 clusters Score -440108.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -440113.281250 Penalty: 4091.010986
	Iteration 81Q: 3 clusters Score -440113.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -440115.906250 Penalty: 4091.010986
	Iteration 82Q: 3 clusters Score -440115.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -440118.093750 Penalty: 4091.010986
	Iteration 83Q: 3 clusters Score -440118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -440119.468750 Penalty: 4091.010986
	Iteration 84Q: 3 clusters Score -440119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -440120.656250 Penalty: 4091.010986
	Iteration 85Q: 3 clusters Score -440120.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -440121.750000 Penalty: 4091.010986
	Iteration 86Q: 3 clusters Score -440121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -440123.687500 Penalty: 4091.010986
	Iteration 87Q: 3 clusters Score -440123.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -440124.718750 Penalty: 4091.010986
	Iteration 88Q: 3 clusters Score -440124.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -440125.937500 Penalty: 4091.010986
	Iteration 89Q: 3 clusters Score -440125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -440128.500000 Penalty: 4091.010986
	Iteration 90Q: 3 clusters Score -440128.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -440131.437500 Penalty: 4091.010986
	Iteration 91Q: 3 clusters Score -440131.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -440134.125000 Penalty: 4091.010986
	Iteration 92Q: 3 clusters Score -440134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -440134.218750 Penalty: 4091.010986
	Iteration 93Q: 3 clusters Score -440134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -440135.843750 Penalty: 4091.010986
	Iteration 94Q: 3 clusters Score -440135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -440135.843750 Penalty: 4091.010986
	Iteration 95Q: 3 clusters Score -440135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -440136.375000 Penalty: 4091.010986
	Iteration 96Q: 3 clusters Score -440136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -440138.875000 Penalty: 4091.010986
	Iteration 97Q: 3 clusters Score -440138.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -440142.031250 Penalty: 4091.010986
	Iteration 98Q: 3 clusters Score -440142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -440146.375000 Penalty: 4091.010986
	Iteration 99Q: 3 clusters Score -440146.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -440150.843750 Penalty: 4091.010986
	Iteration 100F: 3 clusters Score -440150.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -440157.031250 Penalty: 4091.010986
	Iteration 101Q: 3 clusters Score -440157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -440161.375000 Penalty: 4091.010986
	Iteration 102Q: 3 clusters Score -440161.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -440166.625000 Penalty: 4091.010986
	Iteration 103Q: 3 clusters Score -440166.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -440172.500000 Penalty: 4091.010986
	Iteration 104Q: 3 clusters Score -440172.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -440181.906250 Penalty: 4091.010986
	Iteration 105Q: 3 clusters Score -440181.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -440186.500000 Penalty: 4091.010986
	Iteration 106Q: 3 clusters Score -440186.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -440196.750000 Penalty: 4091.010986
	Iteration 107Q: 3 clusters Score -440196.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -440200.875000 Penalty: 4091.010986
	Iteration 108Q: 3 clusters Score -440200.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -440205.593750 Penalty: 4091.010986
	Iteration 109Q: 3 clusters Score -440205.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -440210.125000 Penalty: 4091.010986
	Iteration 110Q: 3 clusters Score -440210.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -440221.718750 Penalty: 4091.010986
	Iteration 111Q: 3 clusters Score -440221.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -440228.781250 Penalty: 4091.010986
	Iteration 112Q: 3 clusters Score -440228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -440231.375000 Penalty: 4091.010986
	Iteration 113Q: 3 clusters Score -440231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -440232.937500 Penalty: 4091.010986
	Iteration 114Q: 3 clusters Score -440232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -440235.156250 Penalty: 4091.010986
	Iteration 115Q: 3 clusters Score -440235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -440235.812500 Penalty: 4091.010986
	Iteration 116Q: 3 clusters Score -440235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -440237.343750 Penalty: 4091.010986
	Iteration 117Q: 3 clusters Score -440237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -440238.937500 Penalty: 4091.010986
	Iteration 118Q: 3 clusters Score -440238.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -440241.437500 Penalty: 4091.010986
	Iteration 119Q: 3 clusters Score -440241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -440242.187500 Penalty: 4091.010986
	Iteration 120F: 3 clusters Score -440242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -440243.375000 Penalty: 4091.010986
	Iteration 121Q: 3 clusters Score -440243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -440245.281250 Penalty: 4091.010986
	Iteration 122Q: 3 clusters Score -440245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -440247.375000 Penalty: 4091.010986
	Iteration 123Q: 3 clusters Score -440247.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -440248.843750 Penalty: 4091.010986
	Iteration 124Q: 3 clusters Score -440248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -440251.125000 Penalty: 4091.010986
	Iteration 125Q: 3 clusters Score -440251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -440255.250000 Penalty: 4091.010986
	Iteration 126Q: 3 clusters Score -440255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -440258.562500 Penalty: 4091.010986
	Iteration 127Q: 3 clusters Score -440258.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -440262.062500 Penalty: 4091.010986
	Iteration 128Q: 3 clusters Score -440262.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -440268.625000 Penalty: 4091.010986
	Iteration 129Q: 3 clusters Score -440268.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -440273.656250 Penalty: 4091.010986
	Iteration 130Q: 3 clusters Score -440273.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -440277.218750 Penalty: 4091.010986
	Iteration 131Q: 3 clusters Score -440277.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -440278.843750 Penalty: 4091.010986
	Iteration 132Q: 3 clusters Score -440278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -440279.781250 Penalty: 4091.010986
	Iteration 133Q: 3 clusters Score -440279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -440279.781250 Penalty: 4091.010986
	Iteration 134F: 3 clusters Score -440279.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157739 members 
Entering Unmasked Estep 
Score: -18330848.000000 Penalty: 2968.236816
	Iteration 0F: 2 clusters Score -1.833085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -18226246.000000 Penalty: 5936.473633
	Iteration 0F: 3 clusters Score -1.822625e+07 nChanged 75273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79196 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -18269728.000000 Penalty: 5936.473633
	Iteration 1F: 3 clusters Score -1.826973e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79500 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -18270948.000000 Penalty: 5936.473633
	Iteration 2Q: 3 clusters Score -1.827095e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 77690 members 
Entering Unmasked Estep 
Score: -18272450.000000 Penalty: 5936.473633
	Iteration 3Q: 3 clusters Score -1.827245e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 76626 members 
Entering Unmasked Estep 
Score: -18274536.000000 Penalty: 5936.473633
	Iteration 4Q: 3 clusters Score -1.827454e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -18277674.000000 Penalty: 5936.473633
	Iteration 5Q: 3 clusters Score -1.827767e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 71865 members 
Entering Unmasked Estep 
Score: -18282660.000000 Penalty: 5936.473633
	Iteration 6F: 3 clusters Score -1.828266e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -18290330.000000 Penalty: 5936.473633
	Iteration 7F: 3 clusters Score -1.829033e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94245 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -18299404.000000 Penalty: 5936.473633
	Iteration 8F: 3 clusters Score -1.82994e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97917 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -18306542.000000 Penalty: 5936.473633
	Iteration 9F: 3 clusters Score -1.830654e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -18309998.000000 Penalty: 5936.473633
	Iteration 10Q: 3 clusters Score -1.831e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102928 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -18311572.000000 Penalty: 5936.473633
	Iteration 11Q: 3 clusters Score -1.831157e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105193 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -18312506.000000 Penalty: 5936.473633
	Iteration 12Q: 3 clusters Score -1.831251e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107569 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -18313388.000000 Penalty: 5936.473633
	Iteration 13Q: 3 clusters Score -1.831339e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109994 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -18314428.000000 Penalty: 5936.473633
	Iteration 14Q: 3 clusters Score -1.831443e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112615 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -18315576.000000 Penalty: 5936.473633
	Iteration 15Q: 3 clusters Score -1.831558e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115202 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -18316784.000000 Penalty: 5936.473633
	Iteration 16Q: 3 clusters Score -1.831678e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117737 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -18318070.000000 Penalty: 5936.473633
	Iteration 17Q: 3 clusters Score -1.831807e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120202 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -18319206.000000 Penalty: 5936.473633
	Iteration 18Q: 3 clusters Score -1.831921e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122532 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -18320144.000000 Penalty: 5936.473633
	Iteration 19Q: 3 clusters Score -1.832014e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124713 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -18320996.000000 Penalty: 5936.473633
	Iteration 20F: 3 clusters Score -1.8321e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126800 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -18321892.000000 Penalty: 5936.473633
	Iteration 21Q: 3 clusters Score -1.832189e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128790 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -18322614.000000 Penalty: 5936.473633
	Iteration 22Q: 3 clusters Score -1.832261e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130664 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -18323218.000000 Penalty: 5936.473633
	Iteration 23Q: 3 clusters Score -1.832322e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132465 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -18323790.000000 Penalty: 5936.473633
	Iteration 24Q: 3 clusters Score -1.832379e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134115 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -18324224.000000 Penalty: 5936.473633
	Iteration 25Q: 3 clusters Score -1.832422e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135668 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -18324662.000000 Penalty: 5936.473633
	Iteration 26Q: 3 clusters Score -1.832466e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137110 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -18325026.000000 Penalty: 5936.473633
	Iteration 27Q: 3 clusters Score -1.832503e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138489 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -18325446.000000 Penalty: 5936.473633
	Iteration 28Q: 3 clusters Score -1.832545e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139812 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -18325866.000000 Penalty: 5936.473633
	Iteration 29Q: 3 clusters Score -1.832587e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141059 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -18326326.000000 Penalty: 5936.473633
	Iteration 30Q: 3 clusters Score -1.832633e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142214 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -18326618.000000 Penalty: 5936.473633
	Iteration 31Q: 3 clusters Score -1.832662e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143290 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -18327010.000000 Penalty: 5936.473633
	Iteration 32Q: 3 clusters Score -1.832701e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144296 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -18327218.000000 Penalty: 5936.473633
	Iteration 33Q: 3 clusters Score -1.832722e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145260 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -18327484.000000 Penalty: 5936.473633
	Iteration 34Q: 3 clusters Score -1.832748e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146182 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -18327692.000000 Penalty: 5936.473633
	Iteration 35Q: 3 clusters Score -1.832769e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147083 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -18327870.000000 Penalty: 5936.473633
	Iteration 36Q: 3 clusters Score -1.832787e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147876 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -18328098.000000 Penalty: 5936.473633
	Iteration 37Q: 3 clusters Score -1.83281e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148596 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -18328202.000000 Penalty: 5936.473633
	Iteration 38Q: 3 clusters Score -1.83282e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149237 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -18328370.000000 Penalty: 5936.473633
	Iteration 39Q: 3 clusters Score -1.832837e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149840 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -18328474.000000 Penalty: 5936.473633
	Iteration 40F: 3 clusters Score -1.832847e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150357 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -18328634.000000 Penalty: 5936.473633
	Iteration 41Q: 3 clusters Score -1.832863e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150836 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -18328702.000000 Penalty: 5936.473633
	Iteration 42Q: 3 clusters Score -1.83287e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151280 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -18328794.000000 Penalty: 5936.473633
	Iteration 43Q: 3 clusters Score -1.832879e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151689 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -18328846.000000 Penalty: 5936.473633
	Iteration 44Q: 3 clusters Score -1.832885e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152066 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -18328982.000000 Penalty: 5936.473633
	Iteration 45Q: 3 clusters Score -1.832898e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152398 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -18329060.000000 Penalty: 5936.473633
	Iteration 46Q: 3 clusters Score -1.832906e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -18329048.000000 Penalty: 5936.473633
	Iteration 47Q: 3 clusters Score -1.832905e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152963 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -18329064.000000 Penalty: 5936.473633
	Iteration 48Q: 3 clusters Score -1.832906e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153166 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -18329096.000000 Penalty: 5936.473633
	Iteration 49Q: 3 clusters Score -1.83291e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153322 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -18329108.000000 Penalty: 5936.473633
	Iteration 50Q: 3 clusters Score -1.832911e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153456 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -18329180.000000 Penalty: 5936.473633
	Iteration 51Q: 3 clusters Score -1.832918e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153584 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -18329182.000000 Penalty: 5936.473633
	Iteration 52Q: 3 clusters Score -1.832918e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153692 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -18329188.000000 Penalty: 5936.473633
	Iteration 53Q: 3 clusters Score -1.832919e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153789 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -18329194.000000 Penalty: 5936.473633
	Iteration 54Q: 3 clusters Score -1.832919e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153871 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -18329182.000000 Penalty: 5936.473633
	Iteration 55Q: 3 clusters Score -1.832918e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153934 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -18329224.000000 Penalty: 5936.473633
	Iteration 56Q: 3 clusters Score -1.832922e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153992 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -18329224.000000 Penalty: 5936.473633
	Iteration 57Q: 3 clusters Score -1.832922e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154052 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -18329232.000000 Penalty: 5936.473633
	Iteration 58Q: 3 clusters Score -1.832923e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154107 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -18329260.000000 Penalty: 5936.473633
	Iteration 59Q: 3 clusters Score -1.832926e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -18329296.000000 Penalty: 5936.473633
	Iteration 60F: 3 clusters Score -1.83293e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154209 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -18329294.000000 Penalty: 5936.473633
	Iteration 61Q: 3 clusters Score -1.832929e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154253 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -18329280.000000 Penalty: 5936.473633
	Iteration 62Q: 3 clusters Score -1.832928e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154293 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -18329306.000000 Penalty: 5936.473633
	Iteration 63Q: 3 clusters Score -1.832931e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -18329296.000000 Penalty: 5936.473633
	Iteration 64Q: 3 clusters Score -1.83293e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154388 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -18329292.000000 Penalty: 5936.473633
	Iteration 65Q: 3 clusters Score -1.832929e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154431 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -18329266.000000 Penalty: 5936.473633
	Iteration 66Q: 3 clusters Score -1.832927e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154460 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -18329272.000000 Penalty: 5936.473633
	Iteration 67Q: 3 clusters Score -1.832927e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -18329266.000000 Penalty: 5936.473633
	Iteration 68Q: 3 clusters Score -1.832927e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154535 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -18329254.000000 Penalty: 5936.473633
	Iteration 69Q: 3 clusters Score -1.832925e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154572 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -18329248.000000 Penalty: 5936.473633
	Iteration 70Q: 3 clusters Score -1.832925e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154598 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -18329256.000000 Penalty: 5936.473633
	Iteration 71Q: 3 clusters Score -1.832926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154621 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -18329228.000000 Penalty: 5936.473633
	Iteration 72Q: 3 clusters Score -1.832923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154637 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -18329228.000000 Penalty: 5936.473633
	Iteration 73Q: 3 clusters Score -1.832923e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154657 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -18329224.000000 Penalty: 5936.473633
	Iteration 74Q: 3 clusters Score -1.832922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154676 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -18329202.000000 Penalty: 5936.473633
	Iteration 75Q: 3 clusters Score -1.83292e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154696 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -18329204.000000 Penalty: 5936.473633
	Iteration 76Q: 3 clusters Score -1.83292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154717 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -18329202.000000 Penalty: 5936.473633
	Iteration 77Q: 3 clusters Score -1.83292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -18329202.000000 Penalty: 5936.473633
	Iteration 78Q: 3 clusters Score -1.83292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154761 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -18329214.000000 Penalty: 5936.473633
	Iteration 79Q: 3 clusters Score -1.832921e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154783 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -18329234.000000 Penalty: 5936.473633
	Iteration 80F: 3 clusters Score -1.832923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154798 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -18329232.000000 Penalty: 5936.473633
	Iteration 81Q: 3 clusters Score -1.832923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154814 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -18329244.000000 Penalty: 5936.473633
	Iteration 82Q: 3 clusters Score -1.832924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154832 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -18329252.000000 Penalty: 5936.473633
	Iteration 83Q: 3 clusters Score -1.832925e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154852 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -18329262.000000 Penalty: 5936.473633
	Iteration 84Q: 3 clusters Score -1.832926e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154875 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -18329248.000000 Penalty: 5936.473633
	Iteration 85Q: 3 clusters Score -1.832925e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154891 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -18329260.000000 Penalty: 5936.473633
	Iteration 86Q: 3 clusters Score -1.832926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154901 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -18329274.000000 Penalty: 5936.473633
	Iteration 87Q: 3 clusters Score -1.832927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154911 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -18329260.000000 Penalty: 5936.473633
	Iteration 88Q: 3 clusters Score -1.832926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154924 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -18329258.000000 Penalty: 5936.473633
	Iteration 89Q: 3 clusters Score -1.832926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -18329242.000000 Penalty: 5936.473633
	Iteration 90Q: 3 clusters Score -1.832924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -18329264.000000 Penalty: 5936.473633
	Iteration 91Q: 3 clusters Score -1.832926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -18329242.000000 Penalty: 5936.473633
	Iteration 92Q: 3 clusters Score -1.832924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154983 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -18329258.000000 Penalty: 5936.473633
	Iteration 93Q: 3 clusters Score -1.832926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154997 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -18329260.000000 Penalty: 5936.473633
	Iteration 94Q: 3 clusters Score -1.832926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155013 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -18329252.000000 Penalty: 5936.473633
	Iteration 95Q: 3 clusters Score -1.832925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155027 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -18329236.000000 Penalty: 5936.473633
	Iteration 96Q: 3 clusters Score -1.832924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155040 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -18329246.000000 Penalty: 5936.473633
	Iteration 97Q: 3 clusters Score -1.832925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155054 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -18329220.000000 Penalty: 5936.473633
	Iteration 98Q: 3 clusters Score -1.832922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155065 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -18329220.000000 Penalty: 5936.473633
	Iteration 99Q: 3 clusters Score -1.832922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155084 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -18329222.000000 Penalty: 5936.473633
	Iteration 100F: 3 clusters Score -1.832922e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155105 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -18329230.000000 Penalty: 5936.473633
	Iteration 101Q: 3 clusters Score -1.832923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155122 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -18329232.000000 Penalty: 5936.473633
	Iteration 102Q: 3 clusters Score -1.832923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155136 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -18329240.000000 Penalty: 5936.473633
	Iteration 103Q: 3 clusters Score -1.832924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155144 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -18329222.000000 Penalty: 5936.473633
	Iteration 104Q: 3 clusters Score -1.832922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155150 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -18329218.000000 Penalty: 5936.473633
	Iteration 105Q: 3 clusters Score -1.832922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155160 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -18329214.000000 Penalty: 5936.473633
	Iteration 106Q: 3 clusters Score -1.832921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155176 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -18329196.000000 Penalty: 5936.473633
	Iteration 107Q: 3 clusters Score -1.83292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155188 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -18329216.000000 Penalty: 5936.473633
	Iteration 108Q: 3 clusters Score -1.832922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -18329218.000000 Penalty: 5936.473633
	Iteration 109Q: 3 clusters Score -1.832922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155210 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -18329222.000000 Penalty: 5936.473633
	Iteration 110Q: 3 clusters Score -1.832922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -18329224.000000 Penalty: 5936.473633
	Iteration 111Q: 3 clusters Score -1.832922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -18329236.000000 Penalty: 5936.473633
	Iteration 112Q: 3 clusters Score -1.832924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155237 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -18329232.000000 Penalty: 5936.473633
	Iteration 113Q: 3 clusters Score -1.832923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155244 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -18329216.000000 Penalty: 5936.473633
	Iteration 114Q: 3 clusters Score -1.832922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155254 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -18329222.000000 Penalty: 5936.473633
	Iteration 115Q: 3 clusters Score -1.832922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155258 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -18329220.000000 Penalty: 5936.473633
	Iteration 116Q: 3 clusters Score -1.832922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155262 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -18329218.000000 Penalty: 5936.473633
	Iteration 117Q: 3 clusters Score -1.832922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155267 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -18329224.000000 Penalty: 5936.473633
	Iteration 118Q: 3 clusters Score -1.832922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155271 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -18329212.000000 Penalty: 5936.473633
	Iteration 119Q: 3 clusters Score -1.832921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155273 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -18329222.000000 Penalty: 5936.473633
	Iteration 120F: 3 clusters Score -1.832922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155276 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -18329208.000000 Penalty: 5936.473633
	Iteration 121Q: 3 clusters Score -1.832921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155278 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -18329218.000000 Penalty: 5936.473633
	Iteration 122Q: 3 clusters Score -1.832922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155279 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -18329208.000000 Penalty: 5936.473633
	Iteration 123Q: 3 clusters Score -1.832921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155279 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -18329208.000000 Penalty: 5936.473633
	Iteration 124F: 3 clusters Score -1.832921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Entering Unmasked Estep 
Score: -4255715.500000 Penalty: 2613.094727
	Iteration 0F: 2 clusters Score -4255716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -4230095.500000 Penalty: 5226.189453
	Iteration 0F: 3 clusters Score -4230096 nChanged 17152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -4239445.500000 Penalty: 5226.189453
	Iteration 1F: 3 clusters Score -4239446 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -4239975.500000 Penalty: 5226.189453
	Iteration 2Q: 3 clusters Score -4239976 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4240620.000000 Penalty: 5226.189453
	Iteration 3Q: 3 clusters Score -4240620 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -4241533.500000 Penalty: 5226.189453
	Iteration 4Q: 3 clusters Score -4241534 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -4243186.500000 Penalty: 5226.189453
	Iteration 5F: 3 clusters Score -4243186 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -4246067.000000 Penalty: 5226.189453
	Iteration 6F: 3 clusters Score -4246067 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -4249614.000000 Penalty: 5226.189453
	Iteration 7F: 3 clusters Score -4249614 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4252385.500000 Penalty: 5226.189453
	Iteration 8F: 3 clusters Score -4252386 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4253823.000000 Penalty: 5226.189453
	Iteration 9Q: 3 clusters Score -4253823 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4254589.000000 Penalty: 5226.189453
	Iteration 10Q: 3 clusters Score -4254589 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4255124.000000 Penalty: 5226.189453
	Iteration 11Q: 3 clusters Score -4255124 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4255293.000000 Penalty: 5226.189453
	Iteration 12Q: 3 clusters Score -4255293 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4255319.500000 Penalty: 5226.189453
	Iteration 13Q: 3 clusters Score -4255320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4255345.000000 Penalty: 5226.189453
	Iteration 14Q: 3 clusters Score -4255345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4255348.000000 Penalty: 5226.189453
	Iteration 15Q: 3 clusters Score -4255348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4255351.000000 Penalty: 5226.189453
	Iteration 16Q: 3 clusters Score -4255351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4255346.500000 Penalty: 5226.189453
	Iteration 17Q: 3 clusters Score -4255346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4255349.500000 Penalty: 5226.189453
	Iteration 18Q: 3 clusters Score -4255350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4255348.500000 Penalty: 5226.189453
	Iteration 19Q: 3 clusters Score -4255348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4255348.500000 Penalty: 5226.189453
	Iteration 20F: 3 clusters Score -4255348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (124908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124908 members 
Entering Unmasked Estep 
Score: -14660907.000000 Penalty: 2910.362549
	Iteration 0F: 2 clusters Score -1.466091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -14577454.000000 Penalty: 5820.725098
	Iteration 0F: 3 clusters Score -1.457745e+07 nChanged 59652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 69624 members 
Entering Unmasked Estep 
Score: -14613008.000000 Penalty: 5820.725098
	Iteration 1F: 3 clusters Score -1.461301e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -14615338.000000 Penalty: 5820.725098
	Iteration 2Q: 3 clusters Score -1.461534e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -14619140.000000 Penalty: 5820.725098
	Iteration 3F: 3 clusters Score -1.461914e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -14625430.000000 Penalty: 5820.725098
	Iteration 4F: 3 clusters Score -1.462543e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 97697 members 
Entering Unmasked Estep 
Score: -14633985.000000 Penalty: 5820.725098
	Iteration 5F: 3 clusters Score -1.463398e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 107193 members 
Entering Unmasked Estep 
Score: -14642748.000000 Penalty: 5820.725098
	Iteration 6F: 3 clusters Score -1.464275e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -14649351.000000 Penalty: 5820.725098
	Iteration 7F: 3 clusters Score -1.464935e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 119018 members 
Entering Unmasked Estep 
Score: -14653643.000000 Penalty: 5820.725098
	Iteration 8Q: 3 clusters Score -1.465364e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 121685 members 
Entering Unmasked Estep 
Score: -14656023.000000 Penalty: 5820.725098
	Iteration 9Q: 3 clusters Score -1.465602e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 123077 members 
Entering Unmasked Estep 
Score: -14657180.000000 Penalty: 5820.725098
	Iteration 10Q: 3 clusters Score -1.465718e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 123721 members 
Entering Unmasked Estep 
Score: -14657713.000000 Penalty: 5820.725098
	Iteration 11Q: 3 clusters Score -1.465771e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 124033 members 
Entering Unmasked Estep 
Score: -14658011.000000 Penalty: 5820.725098
	Iteration 12Q: 3 clusters Score -1.465801e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 124190 members 
Entering Unmasked Estep 
Score: -14658152.000000 Penalty: 5820.725098
	Iteration 13Q: 3 clusters Score -1.465815e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 124270 members 
Entering Unmasked Estep 
Score: -14658224.000000 Penalty: 5820.725098
	Iteration 14Q: 3 clusters Score -1.465822e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 124327 members 
Entering Unmasked Estep 
Score: -14658275.000000 Penalty: 5820.725098
	Iteration 15Q: 3 clusters Score -1.465828e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 124367 members 
Entering Unmasked Estep 
Score: -14658307.000000 Penalty: 5820.725098
	Iteration 16Q: 3 clusters Score -1.465831e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 124378 members 
Entering Unmasked Estep 
Score: -14658330.000000 Penalty: 5820.725098
	Iteration 17Q: 3 clusters Score -1.465833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 124383 members 
Entering Unmasked Estep 
Score: -14658340.000000 Penalty: 5820.725098
	Iteration 18Q: 3 clusters Score -1.465834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -14658358.000000 Penalty: 5820.725098
	Iteration 19Q: 3 clusters Score -1.465836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 124403 members 
Entering Unmasked Estep 
Score: -14658383.000000 Penalty: 5820.725098
	Iteration 20F: 3 clusters Score -1.465838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 124416 members 
Entering Unmasked Estep 
Score: -14658371.000000 Penalty: 5820.725098
	Iteration 21Q: 3 clusters Score -1.465837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 124425 members 
Entering Unmasked Estep 
Score: -14658390.000000 Penalty: 5820.725098
	Iteration 22Q: 3 clusters Score -1.465839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 124429 members 
Entering Unmasked Estep 
Score: -14658396.000000 Penalty: 5820.725098
	Iteration 23Q: 3 clusters Score -1.46584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 124440 members 
Entering Unmasked Estep 
Score: -14658420.000000 Penalty: 5820.725098
	Iteration 24Q: 3 clusters Score -1.465842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 124440 members 
Entering Unmasked Estep 
Score: -14658443.000000 Penalty: 5820.725098
	Iteration 25Q: 3 clusters Score -1.465844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 124442 members 
Entering Unmasked Estep 
Score: -14658455.000000 Penalty: 5820.725098
	Iteration 26Q: 3 clusters Score -1.465846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 124442 members 
Entering Unmasked Estep 
Score: -14658446.000000 Penalty: 5820.725098
	Iteration 27Q: 3 clusters Score -1.465845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 124443 members 
Entering Unmasked Estep 
Score: -14658451.000000 Penalty: 5820.725098
	Iteration 28Q: 3 clusters Score -1.465845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 124446 members 
Entering Unmasked Estep 
Score: -14658455.000000 Penalty: 5820.725098
	Iteration 29Q: 3 clusters Score -1.465846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 124448 members 
Entering Unmasked Estep 
Score: -14658459.000000 Penalty: 5820.725098
	Iteration 30Q: 3 clusters Score -1.465846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -14658456.000000 Penalty: 5820.725098
	Iteration 31Q: 3 clusters Score -1.465846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -14658456.000000 Penalty: 5820.725098
	Iteration 32F: 3 clusters Score -1.465846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 23649 members 
Mstep: Class 3 contains 14490 members 
Mstep: Class 6 contains 216960 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14912 members 
Mstep: Class 10 contains 18619 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8581 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 20 contains 157739 members 
Mstep: Class 23 contains 37672 members 
Mstep: Class 24 contains 124908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651352.000000 Penalty: 46482.957031
Iteration 279Q: 15 clusters Score -7.465135e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 23654 members 
Mstep: Class 3 contains 14488 members 
Mstep: Class 6 contains 216911 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14911 members 
Mstep: Class 10 contains 18616 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8581 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 20 contains 157855 members 
Mstep: Class 23 contains 37675 members 
Mstep: Class 24 contains 124841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651360.000000 Penalty: 46482.957031
Iteration 280F: 15 clusters Score -7.465136e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 23658 members 
Mstep: Class 3 contains 14486 members 
Mstep: Class 6 contains 216845 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14910 members 
Mstep: Class 10 contains 18611 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8580 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 20 contains 157959 members 
Mstep: Class 23 contains 37690 members 
Mstep: Class 24 contains 124793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651240.000000 Penalty: 46482.957031
Iteration 281Q: 15 clusters Score -7.465124e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 23661 members 
Mstep: Class 3 contains 14483 members 
Mstep: Class 6 contains 216799 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 18606 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 8582 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 20 contains 158056 members 
Mstep: Class 23 contains 37699 members 
Mstep: Class 24 contains 124740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651328.000000 Penalty: 46482.957031
Iteration 282Q: 15 clusters Score -7.465133e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 23664 members 
Mstep: Class 3 contains 14482 members 
Mstep: Class 6 contains 216750 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14910 members 
Mstep: Class 10 contains 18606 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1273 members 
Mstep: Class 15 contains 8578 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 20 contains 158151 members 
Mstep: Class 23 contains 37704 members 
Mstep: Class 24 contains 124689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651296.000000 Penalty: 46482.957031
Iteration 283Q: 15 clusters Score -7.46513e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 23665 members 
Mstep: Class 3 contains 14483 members 
Mstep: Class 6 contains 216724 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14905 members 
Mstep: Class 10 contains 18609 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1273 members 
Mstep: Class 15 contains 8575 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 20 contains 158232 members 
Mstep: Class 23 contains 37707 members 
Mstep: Class 24 contains 124634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651288.000000 Penalty: 46482.957031
Iteration 284Q: 15 clusters Score -7.465129e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 23663 members 
Mstep: Class 3 contains 14483 members 
Mstep: Class 6 contains 216682 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14899 members 
Mstep: Class 10 contains 18608 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1273 members 
Mstep: Class 15 contains 8571 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 20 contains 158356 members 
Mstep: Class 23 contains 37703 members 
Mstep: Class 24 contains 124569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651336.000000 Penalty: 46482.957031
Iteration 285Q: 15 clusters Score -7.465134e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 23665 members 
Mstep: Class 3 contains 14486 members 
Mstep: Class 6 contains 216655 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14901 members 
Mstep: Class 10 contains 18608 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8571 members 
Mstep: Class 17 contains 3818 members 
Mstep: Class 20 contains 158451 members 
Mstep: Class 23 contains 37703 members 
Mstep: Class 24 contains 124497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651432.000000 Penalty: 46482.957031
Iteration 286Q: 15 clusters Score -7.465143e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 23670 members 
Mstep: Class 3 contains 14485 members 
Mstep: Class 6 contains 216588 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14906 members 
Mstep: Class 10 contains 18611 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 20 contains 158584 members 
Mstep: Class 23 contains 37697 members 
Mstep: Class 24 contains 124424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651384.000000 Penalty: 46482.957031
Iteration 287Q: 15 clusters Score -7.465138e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 23675 members 
Mstep: Class 3 contains 14488 members 
Mstep: Class 6 contains 216512 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14908 members 
Mstep: Class 10 contains 18610 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 17 contains 3822 members 
Mstep: Class 20 contains 158707 members 
Mstep: Class 23 contains 37698 members 
Mstep: Class 24 contains 124364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651464.000000 Penalty: 46482.957031
Iteration 288Q: 15 clusters Score -7.465146e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 23679 members 
Mstep: Class 3 contains 14493 members 
Mstep: Class 6 contains 216443 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14911 members 
Mstep: Class 10 contains 18622 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 20 contains 158808 members 
Mstep: Class 23 contains 37690 members 
Mstep: Class 24 contains 124321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651552.000000 Penalty: 46482.957031
Iteration 289Q: 15 clusters Score -7.465155e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 23682 members 
Mstep: Class 3 contains 14494 members 
Mstep: Class 6 contains 216377 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14916 members 
Mstep: Class 10 contains 18621 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 20 contains 158935 members 
Mstep: Class 23 contains 37686 members 
Mstep: Class 24 contains 124261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651656.000000 Penalty: 46482.957031
Iteration 290Q: 15 clusters Score -7.465166e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 23687 members 
Mstep: Class 3 contains 14496 members 
Mstep: Class 6 contains 216354 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14917 members 
Mstep: Class 10 contains 18623 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 17 contains 3821 members 
Mstep: Class 20 contains 159002 members 
Mstep: Class 23 contains 37685 members 
Mstep: Class 24 contains 124206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651640.000000 Penalty: 46482.957031
Iteration 291Q: 15 clusters Score -7.465164e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 23693 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 6 contains 216352 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14921 members 
Mstep: Class 10 contains 18630 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 17 contains 3818 members 
Mstep: Class 20 contains 159066 members 
Mstep: Class 23 contains 37680 members 
Mstep: Class 24 contains 124138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651624.000000 Penalty: 46482.957031
Iteration 292Q: 15 clusters Score -7.465162e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 23696 members 
Mstep: Class 3 contains 14502 members 
Mstep: Class 6 contains 216336 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14922 members 
Mstep: Class 10 contains 18635 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8560 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 20 contains 159141 members 
Mstep: Class 23 contains 37682 members 
Mstep: Class 24 contains 124078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651712.000000 Penalty: 46482.957031
Iteration 293Q: 15 clusters Score -7.465171e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 23701 members 
Mstep: Class 3 contains 14507 members 
Mstep: Class 6 contains 216360 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14928 members 
Mstep: Class 10 contains 18636 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 8560 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 20 contains 159183 members 
Mstep: Class 23 contains 37678 members 
Mstep: Class 24 contains 124001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651824.000000 Penalty: 46482.957031
Iteration 294Q: 15 clusters Score -7.465182e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 23704 members 
Mstep: Class 3 contains 14507 members 
Mstep: Class 6 contains 216389 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14931 members 
Mstep: Class 10 contains 18643 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 20 contains 159225 members 
Mstep: Class 23 contains 37676 members 
Mstep: Class 24 contains 123920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651760.000000 Penalty: 46482.957031
Iteration 295Q: 15 clusters Score -7.465176e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 23709 members 
Mstep: Class 3 contains 14499 members 
Mstep: Class 6 contains 216394 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14924 members 
Mstep: Class 10 contains 18652 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8554 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 20 contains 159306 members 
Mstep: Class 23 contains 37667 members 
Mstep: Class 24 contains 123857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651712.000000 Penalty: 46482.957031
Iteration 296Q: 15 clusters Score -7.465171e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 23722 members 
Mstep: Class 3 contains 14497 members 
Mstep: Class 6 contains 216401 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14927 members 
Mstep: Class 10 contains 18659 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8551 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 20 contains 159344 members 
Mstep: Class 23 contains 37673 members 
Mstep: Class 24 contains 123788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651672.000000 Penalty: 46482.957031
Iteration 297Q: 15 clusters Score -7.465167e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 23728 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 6 contains 216423 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14927 members 
Mstep: Class 10 contains 18661 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 20 contains 159387 members 
Mstep: Class 23 contains 37673 members 
Mstep: Class 24 contains 123711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651592.000000 Penalty: 46482.957031
Iteration 298Q: 15 clusters Score -7.465159e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 23735 members 
Mstep: Class 3 contains 14507 members 
Mstep: Class 6 contains 216424 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14928 members 
Mstep: Class 10 contains 18663 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8561 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 20 contains 159451 members 
Mstep: Class 23 contains 37671 members 
Mstep: Class 24 contains 123631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651416.000000 Penalty: 46482.957031
Iteration 299Q: 15 clusters Score -7.465142e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 23745 members 
Mstep: Class 3 contains 14517 members 
Mstep: Class 6 contains 216417 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14933 members 
Mstep: Class 10 contains 18674 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8564 members 
Mstep: Class 17 contains 3801 members 
Mstep: Class 20 contains 159503 members 
Mstep: Class 23 contains 37672 members 
Mstep: Class 24 contains 123547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651448.000000 Penalty: 46482.957031
Iteration 300F: 15 clusters Score -7.465145e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 23747 members 
Mstep: Class 3 contains 14519 members 
Mstep: Class 6 contains 216387 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14938 members 
Mstep: Class 10 contains 18695 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8565 members 
Mstep: Class 17 contains 3796 members 
Mstep: Class 20 contains 159595 members 
Mstep: Class 23 contains 37664 members 
Mstep: Class 24 contains 123468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651488.000000 Penalty: 46482.957031
Iteration 301Q: 15 clusters Score -7.465149e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 23761 members 
Mstep: Class 3 contains 14526 members 
Mstep: Class 6 contains 216325 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14949 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8564 members 
Mstep: Class 17 contains 3795 members 
Mstep: Class 20 contains 159683 members 
Mstep: Class 23 contains 37656 members 
Mstep: Class 24 contains 123400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651552.000000 Penalty: 46482.957031
Iteration 302Q: 15 clusters Score -7.465155e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 23765 members 
Mstep: Class 3 contains 14535 members 
Mstep: Class 6 contains 216223 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14954 members 
Mstep: Class 10 contains 18724 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 17 contains 3791 members 
Mstep: Class 20 contains 159804 members 
Mstep: Class 23 contains 37651 members 
Mstep: Class 24 contains 123359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651528.000000 Penalty: 46482.957031
Iteration 303Q: 15 clusters Score -7.465153e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 23765 members 
Mstep: Class 3 contains 14543 members 
Mstep: Class 6 contains 216127 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14963 members 
Mstep: Class 10 contains 18725 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8564 members 
Mstep: Class 17 contains 3790 members 
Mstep: Class 20 contains 159946 members 
Mstep: Class 23 contains 37649 members 
Mstep: Class 24 contains 123300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651528.000000 Penalty: 46482.957031
Iteration 304Q: 15 clusters Score -7.465153e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 23766 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 6 contains 216062 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14963 members 
Mstep: Class 10 contains 18736 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8564 members 
Mstep: Class 17 contains 3784 members 
Mstep: Class 20 contains 160056 members 
Mstep: Class 23 contains 37647 members 
Mstep: Class 24 contains 123248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651608.000000 Penalty: 46482.957031
Iteration 305Q: 15 clusters Score -7.465161e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 23768 members 
Mstep: Class 3 contains 14546 members 
Mstep: Class 6 contains 215986 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14969 members 
Mstep: Class 10 contains 18745 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8563 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 20 contains 160153 members 
Mstep: Class 23 contains 37639 members 
Mstep: Class 24 contains 123219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651640.000000 Penalty: 46482.957031
Iteration 306Q: 15 clusters Score -7.465164e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 23772 members 
Mstep: Class 3 contains 14550 members 
Mstep: Class 6 contains 215901 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14975 members 
Mstep: Class 10 contains 18745 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8562 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 160245 members 
Mstep: Class 23 contains 37638 members 
Mstep: Class 24 contains 123202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651600.000000 Penalty: 46482.957031
Iteration 307Q: 15 clusters Score -7.46516e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 23775 members 
Mstep: Class 3 contains 14554 members 
Mstep: Class 6 contains 215828 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14981 members 
Mstep: Class 10 contains 18752 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8560 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 160331 members 
Mstep: Class 23 contains 37639 members 
Mstep: Class 24 contains 123168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651552.000000 Penalty: 46482.957031
Iteration 308Q: 15 clusters Score -7.465155e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 23769 members 
Mstep: Class 3 contains 14555 members 
Mstep: Class 6 contains 215775 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14991 members 
Mstep: Class 10 contains 18752 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8558 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 20 contains 160413 members 
Mstep: Class 23 contains 37637 members 
Mstep: Class 24 contains 123141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651560.000000 Penalty: 46482.957031
Iteration 309Q: 15 clusters Score -7.465156e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 23768 members 
Mstep: Class 3 contains 14556 members 
Mstep: Class 6 contains 215665 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14993 members 
Mstep: Class 10 contains 18755 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 17 contains 3779 members 
Mstep: Class 20 contains 160523 members 
Mstep: Class 23 contains 37640 members 
Mstep: Class 24 contains 123133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651560.000000 Penalty: 46482.957031
Iteration 310Q: 15 clusters Score -7.465156e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 23774 members 
Mstep: Class 3 contains 14556 members 
Mstep: Class 6 contains 215574 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14999 members 
Mstep: Class 10 contains 18758 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 160605 members 
Mstep: Class 23 contains 37646 members 
Mstep: Class 24 contains 123122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651416.000000 Penalty: 46482.957031
Iteration 311Q: 15 clusters Score -7.465142e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 23773 members 
Mstep: Class 3 contains 14557 members 
Mstep: Class 6 contains 215503 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 14998 members 
Mstep: Class 10 contains 18762 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8550 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 160688 members 
Mstep: Class 23 contains 37645 members 
Mstep: Class 24 contains 123114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651472.000000 Penalty: 46482.957031
Iteration 312Q: 15 clusters Score -7.465147e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 23772 members 
Mstep: Class 3 contains 14562 members 
Mstep: Class 6 contains 215451 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15000 members 
Mstep: Class 10 contains 18763 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8543 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 20 contains 160761 members 
Mstep: Class 23 contains 37644 members 
Mstep: Class 24 contains 123095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651448.000000 Penalty: 46482.957031
Iteration 313Q: 15 clusters Score -7.465145e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 23776 members 
Mstep: Class 3 contains 14569 members 
Mstep: Class 6 contains 215375 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15012 members 
Mstep: Class 10 contains 18771 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 8538 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 20 contains 160834 members 
Mstep: Class 23 contains 37642 members 
Mstep: Class 24 contains 123076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651464.000000 Penalty: 46482.957031
Iteration 314Q: 15 clusters Score -7.465146e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 23777 members 
Mstep: Class 3 contains 14581 members 
Mstep: Class 6 contains 215304 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15021 members 
Mstep: Class 10 contains 18783 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 8532 members 
Mstep: Class 17 contains 3779 members 
Mstep: Class 20 contains 160895 members 
Mstep: Class 23 contains 37645 members 
Mstep: Class 24 contains 123054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651584.000000 Penalty: 46482.957031
Iteration 315Q: 15 clusters Score -7.465158e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 23783 members 
Mstep: Class 3 contains 14590 members 
Mstep: Class 6 contains 215228 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15023 members 
Mstep: Class 10 contains 18796 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 8529 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 20 contains 160962 members 
Mstep: Class 23 contains 37654 members 
Mstep: Class 24 contains 123024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651736.000000 Penalty: 46482.957031
Iteration 316Q: 15 clusters Score -7.465174e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 23790 members 
Mstep: Class 3 contains 14589 members 
Mstep: Class 6 contains 215163 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15027 members 
Mstep: Class 10 contains 18801 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 8523 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 20 contains 161015 members 
Mstep: Class 23 contains 37661 members 
Mstep: Class 24 contains 123023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651688.000000 Penalty: 46482.957031
Iteration 317Q: 15 clusters Score -7.465169e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 23795 members 
Mstep: Class 3 contains 14587 members 
Mstep: Class 6 contains 215117 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15026 members 
Mstep: Class 10 contains 18800 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8522 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 20 contains 161069 members 
Mstep: Class 23 contains 37661 members 
Mstep: Class 24 contains 123016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651792.000000 Penalty: 46482.957031
Iteration 318Q: 15 clusters Score -7.465179e+07 nChanged 483
Entering ConstructFrom: 
Score: -74651792.000000 Penalty: 46482.957031
Entering ConstructFrom: 
Trying to split cluster 1 (28473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Entering Unmasked Estep 
Score: -3302691.000000 Penalty: 2543.664551
	Iteration 0F: 2 clusters Score -3302691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3283123.500000 Penalty: 5087.329102
	Iteration 0F: 3 clusters Score -3283124 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3290078.250000 Penalty: 5087.329102
	Iteration 1F: 3 clusters Score -3290078 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3290637.500000 Penalty: 5087.329102
	Iteration 2F: 3 clusters Score -3290638 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3291259.500000 Penalty: 5087.329102
	Iteration 3F: 3 clusters Score -3291260 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3292036.750000 Penalty: 5087.329102
	Iteration 4F: 3 clusters Score -3292037 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3292959.250000 Penalty: 5087.329102
	Iteration 5F: 3 clusters Score -3292959 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -3294087.250000 Penalty: 5087.329102
	Iteration 6F: 3 clusters Score -3294087 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3295364.000000 Penalty: 5087.329102
	Iteration 7F: 3 clusters Score -3295364 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3296713.500000 Penalty: 5087.329102
	Iteration 8F: 3 clusters Score -3296714 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3297997.750000 Penalty: 5087.329102
	Iteration 9F: 3 clusters Score -3297998 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3298938.000000 Penalty: 5087.329102
	Iteration 10Q: 3 clusters Score -3298938 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3299632.500000 Penalty: 5087.329102
	Iteration 11Q: 3 clusters Score -3299632 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3300077.000000 Penalty: 5087.329102
	Iteration 12Q: 3 clusters Score -3300077 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3300378.750000 Penalty: 5087.329102
	Iteration 13Q: 3 clusters Score -3300379 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3300577.750000 Penalty: 5087.329102
	Iteration 14Q: 3 clusters Score -3300578 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3300695.000000 Penalty: 5087.329102
	Iteration 15Q: 3 clusters Score -3300695 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3300835.000000 Penalty: 5087.329102
	Iteration 16Q: 3 clusters Score -3300835 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3301003.750000 Penalty: 5087.329102
	Iteration 17Q: 3 clusters Score -3301004 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3301182.000000 Penalty: 5087.329102
	Iteration 18Q: 3 clusters Score -3301182 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3301322.000000 Penalty: 5087.329102
	Iteration 19Q: 3 clusters Score -3301322 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3301422.500000 Penalty: 5087.329102
	Iteration 20F: 3 clusters Score -3301422 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3301519.000000 Penalty: 5087.329102
	Iteration 21Q: 3 clusters Score -3301519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3301568.250000 Penalty: 5087.329102
	Iteration 22Q: 3 clusters Score -3301568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3301605.250000 Penalty: 5087.329102
	Iteration 23Q: 3 clusters Score -3301605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3301633.500000 Penalty: 5087.329102
	Iteration 24Q: 3 clusters Score -3301634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3301665.000000 Penalty: 5087.329102
	Iteration 25Q: 3 clusters Score -3301665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3301701.750000 Penalty: 5087.329102
	Iteration 26Q: 3 clusters Score -3301702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3301715.250000 Penalty: 5087.329102
	Iteration 27Q: 3 clusters Score -3301715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3301722.750000 Penalty: 5087.329102
	Iteration 28Q: 3 clusters Score -3301723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3301726.500000 Penalty: 5087.329102
	Iteration 29Q: 3 clusters Score -3301726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3301737.500000 Penalty: 5087.329102
	Iteration 30Q: 3 clusters Score -3301738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3301750.750000 Penalty: 5087.329102
	Iteration 31Q: 3 clusters Score -3301751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3301754.500000 Penalty: 5087.329102
	Iteration 32Q: 3 clusters Score -3301754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3301753.000000 Penalty: 5087.329102
	Iteration 33Q: 3 clusters Score -3301753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3301756.000000 Penalty: 5087.329102
	Iteration 34Q: 3 clusters Score -3301756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3301754.250000 Penalty: 5087.329102
	Iteration 35Q: 3 clusters Score -3301754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3301754.000000 Penalty: 5087.329102
	Iteration 36Q: 3 clusters Score -3301754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3301757.000000 Penalty: 5087.329102
	Iteration 37Q: 3 clusters Score -3301757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3301756.250000 Penalty: 5087.329102
	Iteration 38Q: 3 clusters Score -3301756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3301752.750000 Penalty: 5087.329102
	Iteration 39Q: 3 clusters Score -3301753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3301752.750000 Penalty: 5087.329102
	Iteration 40F: 3 clusters Score -3301753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Entering Unmasked Estep 
Score: -2790331.500000 Penalty: 2499.163574
	Iteration 0F: 2 clusters Score -2790332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2773766.500000 Penalty: 4998.327148
	Iteration 0F: 3 clusters Score -2773766 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2779324.000000 Penalty: 4998.327148
	Iteration 1F: 3 clusters Score -2779324 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2779730.750000 Penalty: 4998.327148
	Iteration 2Q: 3 clusters Score -2779731 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2780146.500000 Penalty: 4998.327148
	Iteration 3Q: 3 clusters Score -2780146 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2780694.000000 Penalty: 4998.327148
	Iteration 4Q: 3 clusters Score -2780694 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2781459.500000 Penalty: 4998.327148
	Iteration 5F: 3 clusters Score -2781460 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2782473.000000 Penalty: 4998.327148
	Iteration 6F: 3 clusters Score -2782473 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2783600.250000 Penalty: 4998.327148
	Iteration 7F: 3 clusters Score -2783600 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2784832.250000 Penalty: 4998.327148
	Iteration 8F: 3 clusters Score -2784832 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2785899.750000 Penalty: 4998.327148
	Iteration 9F: 3 clusters Score -2785900 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2786732.250000 Penalty: 4998.327148
	Iteration 10Q: 3 clusters Score -2786732 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2787316.500000 Penalty: 4998.327148
	Iteration 11Q: 3 clusters Score -2787316 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2787641.750000 Penalty: 4998.327148
	Iteration 12Q: 3 clusters Score -2787642 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2787881.500000 Penalty: 4998.327148
	Iteration 13Q: 3 clusters Score -2787882 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2788065.000000 Penalty: 4998.327148
	Iteration 14Q: 3 clusters Score -2788065 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2788217.250000 Penalty: 4998.327148
	Iteration 15Q: 3 clusters Score -2788217 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2788306.750000 Penalty: 4998.327148
	Iteration 16Q: 3 clusters Score -2788307 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2788388.500000 Penalty: 4998.327148
	Iteration 17Q: 3 clusters Score -2788388 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2788452.500000 Penalty: 4998.327148
	Iteration 18Q: 3 clusters Score -2788452 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2788531.000000 Penalty: 4998.327148
	Iteration 19Q: 3 clusters Score -2788531 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2788589.250000 Penalty: 4998.327148
	Iteration 20F: 3 clusters Score -2788589 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2788631.500000 Penalty: 4998.327148
	Iteration 21Q: 3 clusters Score -2788632 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2788663.500000 Penalty: 4998.327148
	Iteration 22Q: 3 clusters Score -2788664 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2788702.250000 Penalty: 4998.327148
	Iteration 23Q: 3 clusters Score -2788702 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2788731.500000 Penalty: 4998.327148
	Iteration 24Q: 3 clusters Score -2788732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2788764.250000 Penalty: 4998.327148
	Iteration 25Q: 3 clusters Score -2788764 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2788778.250000 Penalty: 4998.327148
	Iteration 26Q: 3 clusters Score -2788778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2788789.750000 Penalty: 4998.327148
	Iteration 27Q: 3 clusters Score -2788790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2788805.500000 Penalty: 4998.327148
	Iteration 28Q: 3 clusters Score -2788806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2788810.250000 Penalty: 4998.327148
	Iteration 29Q: 3 clusters Score -2788810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2788824.000000 Penalty: 4998.327148
	Iteration 30Q: 3 clusters Score -2788824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2788825.000000 Penalty: 4998.327148
	Iteration 31Q: 3 clusters Score -2788825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2788826.750000 Penalty: 4998.327148
	Iteration 32Q: 3 clusters Score -2788827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2788834.250000 Penalty: 4998.327148
	Iteration 33Q: 3 clusters Score -2788834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2788840.000000 Penalty: 4998.327148
	Iteration 34Q: 3 clusters Score -2788840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2788848.750000 Penalty: 4998.327148
	Iteration 35Q: 3 clusters Score -2788849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2788859.250000 Penalty: 4998.327148
	Iteration 36Q: 3 clusters Score -2788859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2788862.750000 Penalty: 4998.327148
	Iteration 37Q: 3 clusters Score -2788863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2788872.750000 Penalty: 4998.327148
	Iteration 38Q: 3 clusters Score -2788873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2788868.750000 Penalty: 4998.327148
	Iteration 39Q: 3 clusters Score -2788869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2788874.250000 Penalty: 4998.327148
	Iteration 40F: 3 clusters Score -2788874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2788881.250000 Penalty: 4998.327148
	Iteration 41Q: 3 clusters Score -2788881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2788886.250000 Penalty: 4998.327148
	Iteration 42Q: 3 clusters Score -2788886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2788891.250000 Penalty: 4998.327148
	Iteration 43Q: 3 clusters Score -2788891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2788891.000000 Penalty: 4998.327148
	Iteration 44Q: 3 clusters Score -2788891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2788899.750000 Penalty: 4998.327148
	Iteration 45Q: 3 clusters Score -2788900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2788898.500000 Penalty: 4998.327148
	Iteration 46Q: 3 clusters Score -2788898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2788905.500000 Penalty: 4998.327148
	Iteration 47Q: 3 clusters Score -2788906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2788905.500000 Penalty: 4998.327148
	Iteration 48Q: 3 clusters Score -2788906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2788903.750000 Penalty: 4998.327148
	Iteration 49Q: 3 clusters Score -2788904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2788908.750000 Penalty: 4998.327148
	Iteration 50Q: 3 clusters Score -2788909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2788909.250000 Penalty: 4998.327148
	Iteration 51Q: 3 clusters Score -2788909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2788912.250000 Penalty: 4998.327148
	Iteration 52Q: 3 clusters Score -2788912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2788909.000000 Penalty: 4998.327148
	Iteration 53Q: 3 clusters Score -2788909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2788916.000000 Penalty: 4998.327148
	Iteration 54Q: 3 clusters Score -2788916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2788920.000000 Penalty: 4998.327148
	Iteration 55Q: 3 clusters Score -2788920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2788920.250000 Penalty: 4998.327148
	Iteration 56Q: 3 clusters Score -2788920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2788921.000000 Penalty: 4998.327148
	Iteration 57Q: 3 clusters Score -2788921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2788924.750000 Penalty: 4998.327148
	Iteration 58Q: 3 clusters Score -2788925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2788929.000000 Penalty: 4998.327148
	Iteration 59Q: 3 clusters Score -2788929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2788927.250000 Penalty: 4998.327148
	Iteration 60F: 3 clusters Score -2788927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Entering Unmasked Estep 
Score: -1707406.375000 Penalty: 2377.863770
	Iteration 0F: 2 clusters Score -1707406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1696881.625000 Penalty: 4755.727539
	Iteration 0F: 3 clusters Score -1696882 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1700221.875000 Penalty: 4755.727539
	Iteration 1F: 3 clusters Score -1700222 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1700623.125000 Penalty: 4755.727539
	Iteration 2F: 3 clusters Score -1700623 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1701041.500000 Penalty: 4755.727539
	Iteration 3F: 3 clusters Score -1701042 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1701456.125000 Penalty: 4755.727539
	Iteration 4Q: 3 clusters Score -1701456 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1701900.250000 Penalty: 4755.727539
	Iteration 5F: 3 clusters Score -1701900 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1702409.125000 Penalty: 4755.727539
	Iteration 6F: 3 clusters Score -1702409 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1703003.750000 Penalty: 4755.727539
	Iteration 7F: 3 clusters Score -1703004 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1703632.250000 Penalty: 4755.727539
	Iteration 8F: 3 clusters Score -1703632 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1704219.875000 Penalty: 4755.727539
	Iteration 9F: 3 clusters Score -1704220 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1704683.125000 Penalty: 4755.727539
	Iteration 10Q: 3 clusters Score -1704683 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1704998.125000 Penalty: 4755.727539
	Iteration 11Q: 3 clusters Score -1704998 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1705162.625000 Penalty: 4755.727539
	Iteration 12Q: 3 clusters Score -1705163 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1705272.875000 Penalty: 4755.727539
	Iteration 13Q: 3 clusters Score -1705273 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1705362.125000 Penalty: 4755.727539
	Iteration 14Q: 3 clusters Score -1705362 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1705424.125000 Penalty: 4755.727539
	Iteration 15Q: 3 clusters Score -1705424 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1705466.875000 Penalty: 4755.727539
	Iteration 16Q: 3 clusters Score -1705467 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1705515.375000 Penalty: 4755.727539
	Iteration 17Q: 3 clusters Score -1705515 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1705559.250000 Penalty: 4755.727539
	Iteration 18Q: 3 clusters Score -1705559 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1705588.875000 Penalty: 4755.727539
	Iteration 19Q: 3 clusters Score -1705589 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1705605.500000 Penalty: 4755.727539
	Iteration 20F: 3 clusters Score -1705606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1705625.125000 Penalty: 4755.727539
	Iteration 21Q: 3 clusters Score -1705625 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1705650.250000 Penalty: 4755.727539
	Iteration 22Q: 3 clusters Score -1705650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1705662.500000 Penalty: 4755.727539
	Iteration 23Q: 3 clusters Score -1705662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1705675.125000 Penalty: 4755.727539
	Iteration 24Q: 3 clusters Score -1705675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1705684.625000 Penalty: 4755.727539
	Iteration 25Q: 3 clusters Score -1705685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1705694.125000 Penalty: 4755.727539
	Iteration 26Q: 3 clusters Score -1705694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1705695.000000 Penalty: 4755.727539
	Iteration 27Q: 3 clusters Score -1705695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1705703.750000 Penalty: 4755.727539
	Iteration 28Q: 3 clusters Score -1705704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1705711.000000 Penalty: 4755.727539
	Iteration 29Q: 3 clusters Score -1705711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1705714.125000 Penalty: 4755.727539
	Iteration 30Q: 3 clusters Score -1705714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1705724.500000 Penalty: 4755.727539
	Iteration 31Q: 3 clusters Score -1705724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1705726.625000 Penalty: 4755.727539
	Iteration 32Q: 3 clusters Score -1705727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1705728.000000 Penalty: 4755.727539
	Iteration 33Q: 3 clusters Score -1705728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1705731.250000 Penalty: 4755.727539
	Iteration 34Q: 3 clusters Score -1705731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1705734.875000 Penalty: 4755.727539
	Iteration 35Q: 3 clusters Score -1705735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1705737.625000 Penalty: 4755.727539
	Iteration 36Q: 3 clusters Score -1705738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1705738.125000 Penalty: 4755.727539
	Iteration 37Q: 3 clusters Score -1705738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1705736.625000 Penalty: 4755.727539
	Iteration 38Q: 3 clusters Score -1705737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1705736.750000 Penalty: 4755.727539
	Iteration 39Q: 3 clusters Score -1705737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1705739.625000 Penalty: 4755.727539
	Iteration 40F: 3 clusters Score -1705740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1705750.500000 Penalty: 4755.727539
	Iteration 41Q: 3 clusters Score -1705750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1705748.875000 Penalty: 4755.727539
	Iteration 42Q: 3 clusters Score -1705749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1705753.250000 Penalty: 4755.727539
	Iteration 43Q: 3 clusters Score -1705753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1705761.750000 Penalty: 4755.727539
	Iteration 44Q: 3 clusters Score -1705762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1705763.250000 Penalty: 4755.727539
	Iteration 45Q: 3 clusters Score -1705763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1705765.250000 Penalty: 4755.727539
	Iteration 46Q: 3 clusters Score -1705765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1705769.125000 Penalty: 4755.727539
	Iteration 47Q: 3 clusters Score -1705769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1705775.375000 Penalty: 4755.727539
	Iteration 48Q: 3 clusters Score -1705775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1705780.250000 Penalty: 4755.727539
	Iteration 49Q: 3 clusters Score -1705780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1705779.750000 Penalty: 4755.727539
	Iteration 50Q: 3 clusters Score -1705780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1705784.500000 Penalty: 4755.727539
	Iteration 51Q: 3 clusters Score -1705784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1705787.000000 Penalty: 4755.727539
	Iteration 52Q: 3 clusters Score -1705787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1705792.500000 Penalty: 4755.727539
	Iteration 53Q: 3 clusters Score -1705792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1705792.375000 Penalty: 4755.727539
	Iteration 54Q: 3 clusters Score -1705792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1705792.875000 Penalty: 4755.727539
	Iteration 55Q: 3 clusters Score -1705793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1705795.875000 Penalty: 4755.727539
	Iteration 56Q: 3 clusters Score -1705796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1705801.375000 Penalty: 4755.727539
	Iteration 57Q: 3 clusters Score -1705801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1705800.375000 Penalty: 4755.727539
	Iteration 58Q: 3 clusters Score -1705800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1705804.875000 Penalty: 4755.727539
	Iteration 59Q: 3 clusters Score -1705805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1705806.375000 Penalty: 4755.727539
	Iteration 60F: 3 clusters Score -1705806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1705807.000000 Penalty: 4755.727539
	Iteration 61Q: 3 clusters Score -1705807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1705812.000000 Penalty: 4755.727539
	Iteration 62Q: 3 clusters Score -1705812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1705813.000000 Penalty: 4755.727539
	Iteration 63Q: 3 clusters Score -1705813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1705818.125000 Penalty: 4755.727539
	Iteration 64Q: 3 clusters Score -1705818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1705815.500000 Penalty: 4755.727539
	Iteration 65Q: 3 clusters Score -1705816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1705819.375000 Penalty: 4755.727539
	Iteration 66Q: 3 clusters Score -1705819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1705819.125000 Penalty: 4755.727539
	Iteration 67Q: 3 clusters Score -1705819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1705822.250000 Penalty: 4755.727539
	Iteration 68Q: 3 clusters Score -1705822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1705822.750000 Penalty: 4755.727539
	Iteration 69Q: 3 clusters Score -1705823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1705826.000000 Penalty: 4755.727539
	Iteration 70Q: 3 clusters Score -1705826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1705826.375000 Penalty: 4755.727539
	Iteration 71Q: 3 clusters Score -1705826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1705825.000000 Penalty: 4755.727539
	Iteration 72Q: 3 clusters Score -1705825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1705827.125000 Penalty: 4755.727539
	Iteration 73Q: 3 clusters Score -1705827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1705829.875000 Penalty: 4755.727539
	Iteration 74Q: 3 clusters Score -1705830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1705830.375000 Penalty: 4755.727539
	Iteration 75Q: 3 clusters Score -1705830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1705833.750000 Penalty: 4755.727539
	Iteration 76Q: 3 clusters Score -1705834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1705837.250000 Penalty: 4755.727539
	Iteration 77Q: 3 clusters Score -1705837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1705838.500000 Penalty: 4755.727539
	Iteration 78Q: 3 clusters Score -1705838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1705839.125000 Penalty: 4755.727539
	Iteration 79Q: 3 clusters Score -1705839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1705839.250000 Penalty: 4755.727539
	Iteration 80F: 3 clusters Score -1705839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1705841.125000 Penalty: 4755.727539
	Iteration 81Q: 3 clusters Score -1705841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1705840.875000 Penalty: 4755.727539
	Iteration 82Q: 3 clusters Score -1705841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1705840.875000 Penalty: 4755.727539
	Iteration 83F: 3 clusters Score -1705841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (215106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215106 members 
Entering Unmasked Estep 
Score: -24959416.000000 Penalty: 3045.163574
	Iteration 0F: 2 clusters Score -2.495942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107023 members 
Mstep: Class 2 contains 108083 members 
Entering Unmasked Estep 
Score: -24817452.000000 Penalty: 6090.327148
	Iteration 0F: 3 clusters Score -2.481745e+07 nChanged 103517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 119210 members 
Entering Unmasked Estep 
Score: -24879470.000000 Penalty: 6090.327148
	Iteration 1F: 3 clusters Score -2.487947e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 126193 members 
Entering Unmasked Estep 
Score: -24882144.000000 Penalty: 6090.327148
	Iteration 2Q: 3 clusters Score -2.488214e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78595 members 
Mstep: Class 2 contains 136511 members 
Entering Unmasked Estep 
Score: -24887038.000000 Penalty: 6090.327148
	Iteration 3F: 3 clusters Score -2.488704e+07 nChanged 15101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 151482 members 
Entering Unmasked Estep 
Score: -24896802.000000 Penalty: 6090.327148
	Iteration 4F: 3 clusters Score -2.48968e+07 nChanged 19616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 171082 members 
Entering Unmasked Estep 
Score: -24913660.000000 Penalty: 6090.327148
	Iteration 5F: 3 clusters Score -2.491366e+07 nChanged 20384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 191466 members 
Entering Unmasked Estep 
Score: -24933528.000000 Penalty: 6090.327148
	Iteration 6F: 3 clusters Score -2.493353e+07 nChanged 14470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 205936 members 
Entering Unmasked Estep 
Score: -24948250.000000 Penalty: 6090.327148
	Iteration 7F: 3 clusters Score -2.494825e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 212289 members 
Entering Unmasked Estep 
Score: -24954212.000000 Penalty: 6090.327148
	Iteration 8Q: 3 clusters Score -2.495421e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 214175 members 
Entering Unmasked Estep 
Score: -24955910.000000 Penalty: 6090.327148
	Iteration 9Q: 3 clusters Score -2.495591e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 214626 members 
Entering Unmasked Estep 
Score: -24956332.000000 Penalty: 6090.327148
	Iteration 10Q: 3 clusters Score -2.495633e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 214744 members 
Entering Unmasked Estep 
Score: -24956460.000000 Penalty: 6090.327148
	Iteration 11Q: 3 clusters Score -2.495646e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214786 members 
Entering Unmasked Estep 
Score: -24956560.000000 Penalty: 6090.327148
	Iteration 12Q: 3 clusters Score -2.495656e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 214818 members 
Entering Unmasked Estep 
Score: -24956648.000000 Penalty: 6090.327148
	Iteration 13Q: 3 clusters Score -2.495665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 214829 members 
Entering Unmasked Estep 
Score: -24956686.000000 Penalty: 6090.327148
	Iteration 14Q: 3 clusters Score -2.495669e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214832 members 
Entering Unmasked Estep 
Score: -24956728.000000 Penalty: 6090.327148
	Iteration 15Q: 3 clusters Score -2.495673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 214836 members 
Entering Unmasked Estep 
Score: -24956746.000000 Penalty: 6090.327148
	Iteration 16Q: 3 clusters Score -2.495675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214834 members 
Entering Unmasked Estep 
Score: -24956756.000000 Penalty: 6090.327148
	Iteration 17Q: 3 clusters Score -2.495676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 214833 members 
Entering Unmasked Estep 
Score: -24956768.000000 Penalty: 6090.327148
	Iteration 18Q: 3 clusters Score -2.495677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214832 members 
Entering Unmasked Estep 
Score: -24956766.000000 Penalty: 6090.327148
	Iteration 19Q: 3 clusters Score -2.495677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 214833 members 
Entering Unmasked Estep 
Score: -24956760.000000 Penalty: 6090.327148
	Iteration 20F: 3 clusters Score -2.495676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -24619.841797 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -24619.84 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: -23434.214844 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -23434.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23526.677734 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -23526.68 nChanged 3
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: -23538.558594 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -23538.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23541.529297 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -23541.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23541.529297 Penalty: 2712.157715
	Iteration 4F: 3 clusters Score -23541.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Entering Unmasked Estep 
Score: -1776186.875000 Penalty: 2385.017090
	Iteration 0F: 2 clusters Score -1776187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1765206.125000 Penalty: 4770.034180
	Iteration 0F: 3 clusters Score -1765206 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1768610.500000 Penalty: 4770.034180
	Iteration 1F: 3 clusters Score -1768610 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1768970.000000 Penalty: 4770.034180
	Iteration 2F: 3 clusters Score -1768970 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1769255.625000 Penalty: 4770.034180
	Iteration 3Q: 3 clusters Score -1769256 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1769494.500000 Penalty: 4770.034180
	Iteration 4Q: 3 clusters Score -1769494 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1769716.125000 Penalty: 4770.034180
	Iteration 5Q: 3 clusters Score -1769716 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1769896.250000 Penalty: 4770.034180
	Iteration 6Q: 3 clusters Score -1769896 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1770063.250000 Penalty: 4770.034180
	Iteration 7Q: 3 clusters Score -1770063 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1770236.625000 Penalty: 4770.034180
	Iteration 8Q: 3 clusters Score -1770237 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1770397.125000 Penalty: 4770.034180
	Iteration 9Q: 3 clusters Score -1770397 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1770541.875000 Penalty: 4770.034180
	Iteration 10Q: 3 clusters Score -1770542 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1770725.875000 Penalty: 4770.034180
	Iteration 11Q: 3 clusters Score -1770726 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1770967.750000 Penalty: 4770.034180
	Iteration 12Q: 3 clusters Score -1770968 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1771240.625000 Penalty: 4770.034180
	Iteration 13Q: 3 clusters Score -1771241 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1771552.750000 Penalty: 4770.034180
	Iteration 14Q: 3 clusters Score -1771553 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1771819.125000 Penalty: 4770.034180
	Iteration 15Q: 3 clusters Score -1771819 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1772026.375000 Penalty: 4770.034180
	Iteration 16Q: 3 clusters Score -1772026 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1772149.500000 Penalty: 4770.034180
	Iteration 17Q: 3 clusters Score -1772150 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1772221.875000 Penalty: 4770.034180
	Iteration 18Q: 3 clusters Score -1772222 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1772288.000000 Penalty: 4770.034180
	Iteration 19Q: 3 clusters Score -1772288 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1772334.875000 Penalty: 4770.034180
	Iteration 20F: 3 clusters Score -1772335 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1772373.125000 Penalty: 4770.034180
	Iteration 21Q: 3 clusters Score -1772373 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1772416.000000 Penalty: 4770.034180
	Iteration 22Q: 3 clusters Score -1772416 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1772448.625000 Penalty: 4770.034180
	Iteration 23Q: 3 clusters Score -1772449 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1772490.000000 Penalty: 4770.034180
	Iteration 24Q: 3 clusters Score -1772490 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1772524.375000 Penalty: 4770.034180
	Iteration 25Q: 3 clusters Score -1772524 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1772558.375000 Penalty: 4770.034180
	Iteration 26Q: 3 clusters Score -1772558 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1772594.125000 Penalty: 4770.034180
	Iteration 27Q: 3 clusters Score -1772594 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1772623.750000 Penalty: 4770.034180
	Iteration 28Q: 3 clusters Score -1772624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1772659.750000 Penalty: 4770.034180
	Iteration 29Q: 3 clusters Score -1772660 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1772692.500000 Penalty: 4770.034180
	Iteration 30Q: 3 clusters Score -1772692 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1772725.875000 Penalty: 4770.034180
	Iteration 31Q: 3 clusters Score -1772726 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1772766.375000 Penalty: 4770.034180
	Iteration 32Q: 3 clusters Score -1772766 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1772803.000000 Penalty: 4770.034180
	Iteration 33Q: 3 clusters Score -1772803 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1772854.500000 Penalty: 4770.034180
	Iteration 34Q: 3 clusters Score -1772854 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1772904.125000 Penalty: 4770.034180
	Iteration 35Q: 3 clusters Score -1772904 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1772958.750000 Penalty: 4770.034180
	Iteration 36Q: 3 clusters Score -1772959 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1773009.750000 Penalty: 4770.034180
	Iteration 37Q: 3 clusters Score -1773010 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1773075.625000 Penalty: 4770.034180
	Iteration 38Q: 3 clusters Score -1773076 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1773128.500000 Penalty: 4770.034180
	Iteration 39Q: 3 clusters Score -1773128 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1773191.375000 Penalty: 4770.034180
	Iteration 40F: 3 clusters Score -1773191 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1773236.000000 Penalty: 4770.034180
	Iteration 41Q: 3 clusters Score -1773236 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1773284.500000 Penalty: 4770.034180
	Iteration 42Q: 3 clusters Score -1773284 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1773333.875000 Penalty: 4770.034180
	Iteration 43Q: 3 clusters Score -1773334 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1773396.500000 Penalty: 4770.034180
	Iteration 44Q: 3 clusters Score -1773396 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1773442.625000 Penalty: 4770.034180
	Iteration 45Q: 3 clusters Score -1773443 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1773489.875000 Penalty: 4770.034180
	Iteration 46Q: 3 clusters Score -1773490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1773533.875000 Penalty: 4770.034180
	Iteration 47Q: 3 clusters Score -1773534 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1773574.875000 Penalty: 4770.034180
	Iteration 48Q: 3 clusters Score -1773575 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1773612.375000 Penalty: 4770.034180
	Iteration 49Q: 3 clusters Score -1773612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1773647.250000 Penalty: 4770.034180
	Iteration 50Q: 3 clusters Score -1773647 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1773675.500000 Penalty: 4770.034180
	Iteration 51Q: 3 clusters Score -1773676 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1773720.625000 Penalty: 4770.034180
	Iteration 52Q: 3 clusters Score -1773721 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1773770.500000 Penalty: 4770.034180
	Iteration 53Q: 3 clusters Score -1773770 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1773812.500000 Penalty: 4770.034180
	Iteration 54Q: 3 clusters Score -1773812 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1773850.250000 Penalty: 4770.034180
	Iteration 55Q: 3 clusters Score -1773850 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1773889.625000 Penalty: 4770.034180
	Iteration 56Q: 3 clusters Score -1773890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1773920.250000 Penalty: 4770.034180
	Iteration 57Q: 3 clusters Score -1773920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1773948.750000 Penalty: 4770.034180
	Iteration 58Q: 3 clusters Score -1773949 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1773967.750000 Penalty: 4770.034180
	Iteration 59Q: 3 clusters Score -1773968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1773985.250000 Penalty: 4770.034180
	Iteration 60F: 3 clusters Score -1773985 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1774000.625000 Penalty: 4770.034180
	Iteration 61Q: 3 clusters Score -1774001 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1774021.375000 Penalty: 4770.034180
	Iteration 62Q: 3 clusters Score -1774021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1774041.875000 Penalty: 4770.034180
	Iteration 63Q: 3 clusters Score -1774042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1774055.875000 Penalty: 4770.034180
	Iteration 64Q: 3 clusters Score -1774056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1774072.625000 Penalty: 4770.034180
	Iteration 65Q: 3 clusters Score -1774073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1774086.875000 Penalty: 4770.034180
	Iteration 66Q: 3 clusters Score -1774087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1774095.500000 Penalty: 4770.034180
	Iteration 67Q: 3 clusters Score -1774096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1774117.625000 Penalty: 4770.034180
	Iteration 68Q: 3 clusters Score -1774118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1774127.625000 Penalty: 4770.034180
	Iteration 69Q: 3 clusters Score -1774128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1774132.000000 Penalty: 4770.034180
	Iteration 70Q: 3 clusters Score -1774132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1774142.250000 Penalty: 4770.034180
	Iteration 71Q: 3 clusters Score -1774142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1774144.500000 Penalty: 4770.034180
	Iteration 72Q: 3 clusters Score -1774144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1774146.125000 Penalty: 4770.034180
	Iteration 73Q: 3 clusters Score -1774146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1774148.500000 Penalty: 4770.034180
	Iteration 74Q: 3 clusters Score -1774148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1774149.875000 Penalty: 4770.034180
	Iteration 75Q: 3 clusters Score -1774150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1774150.500000 Penalty: 4770.034180
	Iteration 76Q: 3 clusters Score -1774150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1774152.500000 Penalty: 4770.034180
	Iteration 77Q: 3 clusters Score -1774152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1774151.250000 Penalty: 4770.034180
	Iteration 78Q: 3 clusters Score -1774151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1774151.250000 Penalty: 4770.034180
	Iteration 79F: 3 clusters Score -1774151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -2225843.250000 Penalty: 2440.772461
	Iteration 0F: 2 clusters Score -2225843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2212552.750000 Penalty: 4881.544922
	Iteration 0F: 3 clusters Score -2212553 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2216941.000000 Penalty: 4881.544922
	Iteration 1F: 3 clusters Score -2216941 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2217399.000000 Penalty: 4881.544922
	Iteration 2F: 3 clusters Score -2217399 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2217900.250000 Penalty: 4881.544922
	Iteration 3F: 3 clusters Score -2217900 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2218477.250000 Penalty: 4881.544922
	Iteration 4F: 3 clusters Score -2218477 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2219232.750000 Penalty: 4881.544922
	Iteration 5F: 3 clusters Score -2219233 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2220186.000000 Penalty: 4881.544922
	Iteration 6F: 3 clusters Score -2220186 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2221217.750000 Penalty: 4881.544922
	Iteration 7F: 3 clusters Score -2221218 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2222151.000000 Penalty: 4881.544922
	Iteration 8F: 3 clusters Score -2222151 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2222796.250000 Penalty: 4881.544922
	Iteration 9Q: 3 clusters Score -2222796 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2223239.750000 Penalty: 4881.544922
	Iteration 10Q: 3 clusters Score -2223240 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2223486.250000 Penalty: 4881.544922
	Iteration 11Q: 3 clusters Score -2223486 nChanged 203
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: -2223641.250000 Penalty: 4881.544922
	Iteration 12Q: 3 clusters Score -2223641 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2223720.250000 Penalty: 4881.544922
	Iteration 13Q: 3 clusters Score -2223720 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2223770.500000 Penalty: 4881.544922
	Iteration 14Q: 3 clusters Score -2223770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2223795.500000 Penalty: 4881.544922
	Iteration 15Q: 3 clusters Score -2223796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2223820.500000 Penalty: 4881.544922
	Iteration 16Q: 3 clusters Score -2223820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2223831.750000 Penalty: 4881.544922
	Iteration 17Q: 3 clusters Score -2223832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2223847.250000 Penalty: 4881.544922
	Iteration 18Q: 3 clusters Score -2223847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2223851.500000 Penalty: 4881.544922
	Iteration 19Q: 3 clusters Score -2223852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2223852.250000 Penalty: 4881.544922
	Iteration 20F: 3 clusters Score -2223852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2223856.000000 Penalty: 4881.544922
	Iteration 21Q: 3 clusters Score -2223856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2223857.250000 Penalty: 4881.544922
	Iteration 22Q: 3 clusters Score -2223857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2223860.000000 Penalty: 4881.544922
	Iteration 23Q: 3 clusters Score -2223860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2223867.250000 Penalty: 4881.544922
	Iteration 24Q: 3 clusters Score -2223867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2223874.250000 Penalty: 4881.544922
	Iteration 25Q: 3 clusters Score -2223874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2223871.750000 Penalty: 4881.544922
	Iteration 26Q: 3 clusters Score -2223872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2223871.000000 Penalty: 4881.544922
	Iteration 27Q: 3 clusters Score -2223871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2223872.000000 Penalty: 4881.544922
	Iteration 28Q: 3 clusters Score -2223872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2223874.000000 Penalty: 4881.544922
	Iteration 29Q: 3 clusters Score -2223874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2223874.750000 Penalty: 4881.544922
	Iteration 30Q: 3 clusters Score -2223875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2223875.500000 Penalty: 4881.544922
	Iteration 31Q: 3 clusters Score -2223876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2223876.500000 Penalty: 4881.544922
	Iteration 32Q: 3 clusters Score -2223876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2223880.000000 Penalty: 4881.544922
	Iteration 33Q: 3 clusters Score -2223880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2223884.500000 Penalty: 4881.544922
	Iteration 34Q: 3 clusters Score -2223884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2223886.000000 Penalty: 4881.544922
	Iteration 35Q: 3 clusters Score -2223886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2223886.750000 Penalty: 4881.544922
	Iteration 36Q: 3 clusters Score -2223887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2223890.000000 Penalty: 4881.544922
	Iteration 37Q: 3 clusters Score -2223890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2223893.250000 Penalty: 4881.544922
	Iteration 38Q: 3 clusters Score -2223893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2223895.250000 Penalty: 4881.544922
	Iteration 39Q: 3 clusters Score -2223895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2223900.750000 Penalty: 4881.544922
	Iteration 40F: 3 clusters Score -2223901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2223898.750000 Penalty: 4881.544922
	Iteration 41Q: 3 clusters Score -2223899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2223903.000000 Penalty: 4881.544922
	Iteration 42Q: 3 clusters Score -2223903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2223899.250000 Penalty: 4881.544922
	Iteration 43Q: 3 clusters Score -2223899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2223905.000000 Penalty: 4881.544922
	Iteration 44Q: 3 clusters Score -2223905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2223903.500000 Penalty: 4881.544922
	Iteration 45Q: 3 clusters Score -2223904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2223905.750000 Penalty: 4881.544922
	Iteration 46Q: 3 clusters Score -2223906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2223912.000000 Penalty: 4881.544922
	Iteration 47Q: 3 clusters Score -2223912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2223913.750000 Penalty: 4881.544922
	Iteration 48Q: 3 clusters Score -2223914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2223912.000000 Penalty: 4881.544922
	Iteration 49Q: 3 clusters Score -2223912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2223911.500000 Penalty: 4881.544922
	Iteration 50Q: 3 clusters Score -2223912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2223911.500000 Penalty: 4881.544922
	Iteration 51F: 3 clusters Score -2223912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -79966.437500 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -79966.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -78249.984375 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -78249.98 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78520.421875 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -78520.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -78596.617188 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -78596.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -78649.664062 Penalty: 3274.883545
	Iteration 3Q: 3 clusters Score -78649.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -78679.679688 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -78679.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -78704.484375 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -78704.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -78742.070312 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -78742.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -78775.968750 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -78775.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78800.070312 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -78800.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78820.437500 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -78820.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -78824.125000 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -78824.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78824.765625 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -78824.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78824.765625 Penalty: 3274.883545
	Iteration 12F: 3 clusters Score -78824.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -130940.789062 Penalty: 1772.008545
	Iteration 0F: 2 clusters Score -130940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -128995.882812 Penalty: 3544.017090
	Iteration 0F: 3 clusters Score -128995.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129437.273438 Penalty: 3544.017090
	Iteration 1F: 3 clusters Score -129437.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -129597.664062 Penalty: 3544.017090
	Iteration 2F: 3 clusters Score -129597.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -129701.460938 Penalty: 3544.017090
	Iteration 3F: 3 clusters Score -129701.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -129808.164062 Penalty: 3544.017090
	Iteration 4F: 3 clusters Score -129808.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -129882.609375 Penalty: 3544.017090
	Iteration 5Q: 3 clusters Score -129882.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -129932.312500 Penalty: 3544.017090
	Iteration 6Q: 3 clusters Score -129932.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -129979.250000 Penalty: 3544.017090
	Iteration 7Q: 3 clusters Score -129979.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -130007.257812 Penalty: 3544.017090
	Iteration 8Q: 3 clusters Score -130007.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -130040.031250 Penalty: 3544.017090
	Iteration 9Q: 3 clusters Score -130040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -130056.171875 Penalty: 3544.017090
	Iteration 10Q: 3 clusters Score -130056.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -130076.554688 Penalty: 3544.017090
	Iteration 11Q: 3 clusters Score -130076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -130119.234375 Penalty: 3544.017090
	Iteration 12Q: 3 clusters Score -130119.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -130156.210938 Penalty: 3544.017090
	Iteration 13Q: 3 clusters Score -130156.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -130192.554688 Penalty: 3544.017090
	Iteration 14Q: 3 clusters Score -130192.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -130205.492188 Penalty: 3544.017090
	Iteration 15Q: 3 clusters Score -130205.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -130224.640625 Penalty: 3544.017090
	Iteration 16Q: 3 clusters Score -130224.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -130240.937500 Penalty: 3544.017090
	Iteration 17Q: 3 clusters Score -130240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -130258.187500 Penalty: 3544.017090
	Iteration 18Q: 3 clusters Score -130258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -130270.898438 Penalty: 3544.017090
	Iteration 19Q: 3 clusters Score -130270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -130279.570312 Penalty: 3544.017090
	Iteration 20F: 3 clusters Score -130279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -130298.882812 Penalty: 3544.017090
	Iteration 21Q: 3 clusters Score -130298.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -130301.445312 Penalty: 3544.017090
	Iteration 22Q: 3 clusters Score -130301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -130304.218750 Penalty: 3544.017090
	Iteration 23Q: 3 clusters Score -130304.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -130306.468750 Penalty: 3544.017090
	Iteration 24Q: 3 clusters Score -130306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -130310.187500 Penalty: 3544.017090
	Iteration 25Q: 3 clusters Score -130310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -130312.828125 Penalty: 3544.017090
	Iteration 26Q: 3 clusters Score -130312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -130312.828125 Penalty: 3544.017090
	Iteration 27F: 3 clusters Score -130312.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Entering Unmasked Estep 
Score: -1011026.937500 Penalty: 2244.471680
	Iteration 0F: 2 clusters Score -1011027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1004206.687500 Penalty: 4488.943359
	Iteration 0F: 3 clusters Score -1004207 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1006109.687500 Penalty: 4488.943359
	Iteration 1F: 3 clusters Score -1006110 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1006423.875000 Penalty: 4488.943359
	Iteration 2F: 3 clusters Score -1006424 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1006673.937500 Penalty: 4488.943359
	Iteration 3F: 3 clusters Score -1006674 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1006868.250000 Penalty: 4488.943359
	Iteration 4Q: 3 clusters Score -1006868 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1007076.812500 Penalty: 4488.943359
	Iteration 5Q: 3 clusters Score -1007077 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1007297.187500 Penalty: 4488.943359
	Iteration 6Q: 3 clusters Score -1007297 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1007538.937500 Penalty: 4488.943359
	Iteration 7Q: 3 clusters Score -1007539 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1007828.375000 Penalty: 4488.943359
	Iteration 8Q: 3 clusters Score -1007828 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1008115.812500 Penalty: 4488.943359
	Iteration 9Q: 3 clusters Score -1008116 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1008343.000000 Penalty: 4488.943359
	Iteration 10Q: 3 clusters Score -1008343 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1008540.250000 Penalty: 4488.943359
	Iteration 11Q: 3 clusters Score -1008540 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1008711.625000 Penalty: 4488.943359
	Iteration 12Q: 3 clusters Score -1008712 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1008847.125000 Penalty: 4488.943359
	Iteration 13Q: 3 clusters Score -1008847 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1008947.625000 Penalty: 4488.943359
	Iteration 14Q: 3 clusters Score -1008948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1009031.750000 Penalty: 4488.943359
	Iteration 15Q: 3 clusters Score -1009032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1009088.875000 Penalty: 4488.943359
	Iteration 16Q: 3 clusters Score -1009089 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1009126.750000 Penalty: 4488.943359
	Iteration 17Q: 3 clusters Score -1009127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1009152.187500 Penalty: 4488.943359
	Iteration 18Q: 3 clusters Score -1009152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1009167.875000 Penalty: 4488.943359
	Iteration 19Q: 3 clusters Score -1009168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1009180.000000 Penalty: 4488.943359
	Iteration 20F: 3 clusters Score -1009180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1009185.000000 Penalty: 4488.943359
	Iteration 21Q: 3 clusters Score -1009185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1009188.437500 Penalty: 4488.943359
	Iteration 22Q: 3 clusters Score -1009188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1009190.250000 Penalty: 4488.943359
	Iteration 23Q: 3 clusters Score -1009190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1009189.062500 Penalty: 4488.943359
	Iteration 24Q: 3 clusters Score -1009189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1009191.375000 Penalty: 4488.943359
	Iteration 25Q: 3 clusters Score -1009191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1009193.562500 Penalty: 4488.943359
	Iteration 26Q: 3 clusters Score -1009194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1009193.562500 Penalty: 4488.943359
	Iteration 27Q: 3 clusters Score -1009194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1009196.187500 Penalty: 4488.943359
	Iteration 28Q: 3 clusters Score -1009196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1009194.937500 Penalty: 4488.943359
	Iteration 29Q: 3 clusters Score -1009195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1009195.687500 Penalty: 4488.943359
	Iteration 30Q: 3 clusters Score -1009196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1009195.687500 Penalty: 4488.943359
	Iteration 31F: 3 clusters Score -1009196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -437607.250000 Penalty: 2042.960327
	Iteration 0F: 2 clusters Score -437607.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -433841.437500 Penalty: 4085.920654
	Iteration 0F: 3 clusters Score -433841.4 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -434624.718750 Penalty: 4085.920654
	Iteration 1F: 3 clusters Score -434624.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -434804.000000 Penalty: 4085.920654
	Iteration 2F: 3 clusters Score -434804 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -434908.750000 Penalty: 4085.920654
	Iteration 3F: 3 clusters Score -434908.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -434964.125000 Penalty: 4085.920654
	Iteration 4Q: 3 clusters Score -434964.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -435003.843750 Penalty: 4085.920654
	Iteration 5Q: 3 clusters Score -435003.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -435025.531250 Penalty: 4085.920654
	Iteration 6Q: 3 clusters Score -435025.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -435044.437500 Penalty: 4085.920654
	Iteration 7Q: 3 clusters Score -435044.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -435064.812500 Penalty: 4085.920654
	Iteration 8Q: 3 clusters Score -435064.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -435079.718750 Penalty: 4085.920654
	Iteration 9Q: 3 clusters Score -435079.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -435088.781250 Penalty: 4085.920654
	Iteration 10Q: 3 clusters Score -435088.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -435096.062500 Penalty: 4085.920654
	Iteration 11Q: 3 clusters Score -435096.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -435102.781250 Penalty: 4085.920654
	Iteration 12Q: 3 clusters Score -435102.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -435108.812500 Penalty: 4085.920654
	Iteration 13Q: 3 clusters Score -435108.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -435115.156250 Penalty: 4085.920654
	Iteration 14Q: 3 clusters Score -435115.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -435119.156250 Penalty: 4085.920654
	Iteration 15Q: 3 clusters Score -435119.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -435121.468750 Penalty: 4085.920654
	Iteration 16Q: 3 clusters Score -435121.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -435123.687500 Penalty: 4085.920654
	Iteration 17Q: 3 clusters Score -435123.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -435126.156250 Penalty: 4085.920654
	Iteration 18Q: 3 clusters Score -435126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -435128.500000 Penalty: 4085.920654
	Iteration 19Q: 3 clusters Score -435128.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -435130.125000 Penalty: 4085.920654
	Iteration 20F: 3 clusters Score -435130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -435131.781250 Penalty: 4085.920654
	Iteration 21Q: 3 clusters Score -435131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -435134.750000 Penalty: 4085.920654
	Iteration 22Q: 3 clusters Score -435134.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -435138.343750 Penalty: 4085.920654
	Iteration 23Q: 3 clusters Score -435138.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -435142.343750 Penalty: 4085.920654
	Iteration 24Q: 3 clusters Score -435142.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -435143.750000 Penalty: 4085.920654
	Iteration 25Q: 3 clusters Score -435143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -435144.062500 Penalty: 4085.920654
	Iteration 26Q: 3 clusters Score -435144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -435145.187500 Penalty: 4085.920654
	Iteration 27Q: 3 clusters Score -435145.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -435145.187500 Penalty: 4085.920654
	Iteration 28F: 3 clusters Score -435145.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (161088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161088 members 
Entering Unmasked Estep 
Score: -18714250.000000 Penalty: 2973.447021
	Iteration 0F: 2 clusters Score -1.871425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -18607710.000000 Penalty: 5946.894043
	Iteration 0F: 3 clusters Score -1.860771e+07 nChanged 77152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 83202 members 
Entering Unmasked Estep 
Score: -18652350.000000 Penalty: 5946.894043
	Iteration 1F: 3 clusters Score -1.865235e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -18653194.000000 Penalty: 5946.894043
	Iteration 2Q: 3 clusters Score -1.865319e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 87315 members 
Entering Unmasked Estep 
Score: -18654368.000000 Penalty: 5946.894043
	Iteration 3Q: 3 clusters Score -1.865437e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -18656080.000000 Penalty: 5946.894043
	Iteration 4Q: 3 clusters Score -1.865608e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -18659156.000000 Penalty: 5946.894043
	Iteration 5Q: 3 clusters Score -1.865916e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 105734 members 
Entering Unmasked Estep 
Score: -18664946.000000 Penalty: 5946.894043
	Iteration 6F: 3 clusters Score -1.866495e+07 nChanged 12284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 117302 members 
Entering Unmasked Estep 
Score: -18674348.000000 Penalty: 5946.894043
	Iteration 7F: 3 clusters Score -1.867435e+07 nChanged 13616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 130486 members 
Entering Unmasked Estep 
Score: -18686128.000000 Penalty: 5946.894043
	Iteration 8F: 3 clusters Score -1.868613e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 142348 members 
Entering Unmasked Estep 
Score: -18697658.000000 Penalty: 5946.894043
	Iteration 9F: 3 clusters Score -1.869766e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 150296 members 
Entering Unmasked Estep 
Score: -18705146.000000 Penalty: 5946.894043
	Iteration 10F: 3 clusters Score -1.870515e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 154449 members 
Entering Unmasked Estep 
Score: -18708830.000000 Penalty: 5946.894043
	Iteration 11Q: 3 clusters Score -1.870883e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 156521 members 
Entering Unmasked Estep 
Score: -18710672.000000 Penalty: 5946.894043
	Iteration 12Q: 3 clusters Score -1.871067e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 157493 members 
Entering Unmasked Estep 
Score: -18711430.000000 Penalty: 5946.894043
	Iteration 13Q: 3 clusters Score -1.871143e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 157987 members 
Entering Unmasked Estep 
Score: -18711792.000000 Penalty: 5946.894043
	Iteration 14Q: 3 clusters Score -1.871179e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 158260 members 
Entering Unmasked Estep 
Score: -18712048.000000 Penalty: 5946.894043
	Iteration 15Q: 3 clusters Score -1.871205e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 158477 members 
Entering Unmasked Estep 
Score: -18712196.000000 Penalty: 5946.894043
	Iteration 16Q: 3 clusters Score -1.87122e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 158655 members 
Entering Unmasked Estep 
Score: -18712240.000000 Penalty: 5946.894043
	Iteration 17Q: 3 clusters Score -1.871224e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 158753 members 
Entering Unmasked Estep 
Score: -18712336.000000 Penalty: 5946.894043
	Iteration 18Q: 3 clusters Score -1.871234e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 158843 members 
Entering Unmasked Estep 
Score: -18712384.000000 Penalty: 5946.894043
	Iteration 19Q: 3 clusters Score -1.871238e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 158929 members 
Entering Unmasked Estep 
Score: -18712416.000000 Penalty: 5946.894043
	Iteration 20F: 3 clusters Score -1.871242e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 158999 members 
Entering Unmasked Estep 
Score: -18712456.000000 Penalty: 5946.894043
	Iteration 21Q: 3 clusters Score -1.871246e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 159045 members 
Entering Unmasked Estep 
Score: -18712456.000000 Penalty: 5946.894043
	Iteration 22Q: 3 clusters Score -1.871246e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 159078 members 
Entering Unmasked Estep 
Score: -18712466.000000 Penalty: 5946.894043
	Iteration 23Q: 3 clusters Score -1.871247e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 159098 members 
Entering Unmasked Estep 
Score: -18712476.000000 Penalty: 5946.894043
	Iteration 24Q: 3 clusters Score -1.871248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 159124 members 
Entering Unmasked Estep 
Score: -18712476.000000 Penalty: 5946.894043
	Iteration 25Q: 3 clusters Score -1.871248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 159136 members 
Entering Unmasked Estep 
Score: -18712480.000000 Penalty: 5946.894043
	Iteration 26Q: 3 clusters Score -1.871248e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 159147 members 
Entering Unmasked Estep 
Score: -18712454.000000 Penalty: 5946.894043
	Iteration 27Q: 3 clusters Score -1.871245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 159155 members 
Entering Unmasked Estep 
Score: -18712464.000000 Penalty: 5946.894043
	Iteration 28Q: 3 clusters Score -1.871246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 159160 members 
Entering Unmasked Estep 
Score: -18712480.000000 Penalty: 5946.894043
	Iteration 29Q: 3 clusters Score -1.871248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 159165 members 
Entering Unmasked Estep 
Score: -18712468.000000 Penalty: 5946.894043
	Iteration 30Q: 3 clusters Score -1.871247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 159167 members 
Entering Unmasked Estep 
Score: -18712478.000000 Penalty: 5946.894043
	Iteration 31Q: 3 clusters Score -1.871248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 159175 members 
Entering Unmasked Estep 
Score: -18712468.000000 Penalty: 5946.894043
	Iteration 32Q: 3 clusters Score -1.871247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 159178 members 
Entering Unmasked Estep 
Score: -18712482.000000 Penalty: 5946.894043
	Iteration 33Q: 3 clusters Score -1.871248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 159183 members 
Entering Unmasked Estep 
Score: -18712468.000000 Penalty: 5946.894043
	Iteration 34Q: 3 clusters Score -1.871247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 159189 members 
Entering Unmasked Estep 
Score: -18712474.000000 Penalty: 5946.894043
	Iteration 35Q: 3 clusters Score -1.871247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 159189 members 
Entering Unmasked Estep 
Score: -18712480.000000 Penalty: 5946.894043
	Iteration 36Q: 3 clusters Score -1.871248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 159194 members 
Entering Unmasked Estep 
Score: -18712484.000000 Penalty: 5946.894043
	Iteration 37Q: 3 clusters Score -1.871248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 159195 members 
Entering Unmasked Estep 
Score: -18712492.000000 Penalty: 5946.894043
	Iteration 38Q: 3 clusters Score -1.871249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 159196 members 
Entering Unmasked Estep 
Score: -18712480.000000 Penalty: 5946.894043
	Iteration 39Q: 3 clusters Score -1.871248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 159198 members 
Entering Unmasked Estep 
Score: -18712484.000000 Penalty: 5946.894043
	Iteration 40F: 3 clusters Score -1.871248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 159199 members 
Entering Unmasked Estep 
Score: -18712480.000000 Penalty: 5946.894043
	Iteration 41Q: 3 clusters Score -1.871248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 159202 members 
Entering Unmasked Estep 
Score: -18712472.000000 Penalty: 5946.894043
	Iteration 42Q: 3 clusters Score -1.871247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 159206 members 
Entering Unmasked Estep 
Score: -18712486.000000 Penalty: 5946.894043
	Iteration 43Q: 3 clusters Score -1.871249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 159208 members 
Entering Unmasked Estep 
Score: -18712494.000000 Penalty: 5946.894043
	Iteration 44Q: 3 clusters Score -1.871249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 159208 members 
Entering Unmasked Estep 
Score: -18712484.000000 Penalty: 5946.894043
	Iteration 45Q: 3 clusters Score -1.871248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 159210 members 
Entering Unmasked Estep 
Score: -18712498.000000 Penalty: 5946.894043
	Iteration 46Q: 3 clusters Score -1.87125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -18712492.000000 Penalty: 5946.894043
	Iteration 47Q: 3 clusters Score -1.871249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 159216 members 
Entering Unmasked Estep 
Score: -18712482.000000 Penalty: 5946.894043
	Iteration 48Q: 3 clusters Score -1.871248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 159217 members 
Entering Unmasked Estep 
Score: -18712486.000000 Penalty: 5946.894043
	Iteration 49Q: 3 clusters Score -1.871249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 159217 members 
Entering Unmasked Estep 
Score: -18712486.000000 Penalty: 5946.894043
	Iteration 50F: 3 clusters Score -1.871249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Entering Unmasked Estep 
Score: -4254522.500000 Penalty: 2613.009277
	Iteration 0F: 2 clusters Score -4254522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4229186.500000 Penalty: 5226.018555
	Iteration 0F: 3 clusters Score -4229186 nChanged 17049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4238587.000000 Penalty: 5226.018555
	Iteration 1F: 3 clusters Score -4238587 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4239296.500000 Penalty: 5226.018555
	Iteration 2Q: 3 clusters Score -4239296 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -4240271.000000 Penalty: 5226.018555
	Iteration 3Q: 3 clusters Score -4240271 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4241606.000000 Penalty: 5226.018555
	Iteration 4F: 3 clusters Score -4241606 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -4243249.500000 Penalty: 5226.018555
	Iteration 5F: 3 clusters Score -4243250 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4245028.000000 Penalty: 5226.018555
	Iteration 6F: 3 clusters Score -4245028 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -4246766.000000 Penalty: 5226.018555
	Iteration 7F: 3 clusters Score -4246766 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4248181.500000 Penalty: 5226.018555
	Iteration 8F: 3 clusters Score -4248182 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -4249211.000000 Penalty: 5226.018555
	Iteration 9F: 3 clusters Score -4249211 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -4249897.500000 Penalty: 5226.018555
	Iteration 10Q: 3 clusters Score -4249898 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -4250300.000000 Penalty: 5226.018555
	Iteration 11Q: 3 clusters Score -4250300 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -4250501.500000 Penalty: 5226.018555
	Iteration 12Q: 3 clusters Score -4250502 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -4250596.000000 Penalty: 5226.018555
	Iteration 13Q: 3 clusters Score -4250596 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -4250606.500000 Penalty: 5226.018555
	Iteration 14Q: 3 clusters Score -4250606 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -4250633.500000 Penalty: 5226.018555
	Iteration 15Q: 3 clusters Score -4250634 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -4250635.000000 Penalty: 5226.018555
	Iteration 16Q: 3 clusters Score -4250635 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4250638.000000 Penalty: 5226.018555
	Iteration 17Q: 3 clusters Score -4250638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -4250634.500000 Penalty: 5226.018555
	Iteration 18Q: 3 clusters Score -4250634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -4250631.000000 Penalty: 5226.018555
	Iteration 19Q: 3 clusters Score -4250631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -4250628.500000 Penalty: 5226.018555
	Iteration 20F: 3 clusters Score -4250628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -4250635.000000 Penalty: 5226.018555
	Iteration 21Q: 3 clusters Score -4250635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -4250638.500000 Penalty: 5226.018555
	Iteration 22Q: 3 clusters Score -4250638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -4250643.500000 Penalty: 5226.018555
	Iteration 23Q: 3 clusters Score -4250644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -4250647.000000 Penalty: 5226.018555
	Iteration 24Q: 3 clusters Score -4250647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4250643.000000 Penalty: 5226.018555
	Iteration 25Q: 3 clusters Score -4250643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -4250643.000000 Penalty: 5226.018555
	Iteration 26Q: 3 clusters Score -4250643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -4250641.000000 Penalty: 5226.018555
	Iteration 27Q: 3 clusters Score -4250641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -4250648.500000 Penalty: 5226.018555
	Iteration 28Q: 3 clusters Score -4250648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -4250648.500000 Penalty: 5226.018555
	Iteration 29Q: 3 clusters Score -4250648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -4250651.000000 Penalty: 5226.018555
	Iteration 30Q: 3 clusters Score -4250651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -4250646.500000 Penalty: 5226.018555
	Iteration 31Q: 3 clusters Score -4250646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -4250643.000000 Penalty: 5226.018555
	Iteration 32Q: 3 clusters Score -4250643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -4250644.000000 Penalty: 5226.018555
	Iteration 33Q: 3 clusters Score -4250644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -4250643.500000 Penalty: 5226.018555
	Iteration 34Q: 3 clusters Score -4250644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -4250640.500000 Penalty: 5226.018555
	Iteration 35Q: 3 clusters Score -4250640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4250640.000000 Penalty: 5226.018555
	Iteration 36Q: 3 clusters Score -4250640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -4250646.000000 Penalty: 5226.018555
	Iteration 37Q: 3 clusters Score -4250646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -4250641.000000 Penalty: 5226.018555
	Iteration 38Q: 3 clusters Score -4250641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -4250641.500000 Penalty: 5226.018555
	Iteration 39Q: 3 clusters Score -4250642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -4250643.500000 Penalty: 5226.018555
	Iteration 40F: 3 clusters Score -4250644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (123008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Entering Unmasked Estep 
Score: -14439927.000000 Penalty: 2906.561279
	Iteration 0F: 2 clusters Score -1.443993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -14357857.000000 Penalty: 5813.122559
	Iteration 0F: 3 clusters Score -1.435786e+07 nChanged 58479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -14391838.000000 Penalty: 5813.122559
	Iteration 1F: 3 clusters Score -1.439184e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -14392937.000000 Penalty: 5813.122559
	Iteration 2Q: 3 clusters Score -1.439294e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -14394827.000000 Penalty: 5813.122559
	Iteration 3Q: 3 clusters Score -1.439483e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -14397575.000000 Penalty: 5813.122559
	Iteration 4Q: 3 clusters Score -1.439758e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -14402114.000000 Penalty: 5813.122559
	Iteration 5F: 3 clusters Score -1.440211e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -14408956.000000 Penalty: 5813.122559
	Iteration 6F: 3 clusters Score -1.440896e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90692 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -14417358.000000 Penalty: 5813.122559
	Iteration 7F: 3 clusters Score -1.441736e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -14424741.000000 Penalty: 5813.122559
	Iteration 8F: 3 clusters Score -1.442474e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -14428788.000000 Penalty: 5813.122559
	Iteration 9Q: 3 clusters Score -1.442879e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -14430266.000000 Penalty: 5813.122559
	Iteration 10Q: 3 clusters Score -1.443027e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103328 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -14431045.000000 Penalty: 5813.122559
	Iteration 11Q: 3 clusters Score -1.443104e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105034 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -14431695.000000 Penalty: 5813.122559
	Iteration 12Q: 3 clusters Score -1.44317e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106594 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -14432326.000000 Penalty: 5813.122559
	Iteration 13Q: 3 clusters Score -1.443233e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -14432933.000000 Penalty: 5813.122559
	Iteration 14Q: 3 clusters Score -1.443293e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109397 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -14433393.000000 Penalty: 5813.122559
	Iteration 15Q: 3 clusters Score -1.443339e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -14433911.000000 Penalty: 5813.122559
	Iteration 16Q: 3 clusters Score -1.443391e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111837 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -14434398.000000 Penalty: 5813.122559
	Iteration 17Q: 3 clusters Score -1.44344e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112938 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -14434727.000000 Penalty: 5813.122559
	Iteration 18Q: 3 clusters Score -1.443473e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113908 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -14434990.000000 Penalty: 5813.122559
	Iteration 19Q: 3 clusters Score -1.443499e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114747 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -14435239.000000 Penalty: 5813.122559
	Iteration 20F: 3 clusters Score -1.443524e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115488 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -14435473.000000 Penalty: 5813.122559
	Iteration 21Q: 3 clusters Score -1.443547e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116194 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -14435717.000000 Penalty: 5813.122559
	Iteration 22Q: 3 clusters Score -1.443572e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116871 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -14435958.000000 Penalty: 5813.122559
	Iteration 23Q: 3 clusters Score -1.443596e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117450 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -14436176.000000 Penalty: 5813.122559
	Iteration 24Q: 3 clusters Score -1.443618e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117957 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -14436435.000000 Penalty: 5813.122559
	Iteration 25Q: 3 clusters Score -1.443644e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118412 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -14436630.000000 Penalty: 5813.122559
	Iteration 26Q: 3 clusters Score -1.443663e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118844 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -14436749.000000 Penalty: 5813.122559
	Iteration 27Q: 3 clusters Score -1.443675e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119213 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -14436919.000000 Penalty: 5813.122559
	Iteration 28Q: 3 clusters Score -1.443692e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119541 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -14437017.000000 Penalty: 5813.122559
	Iteration 29Q: 3 clusters Score -1.443702e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119795 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -14437110.000000 Penalty: 5813.122559
	Iteration 30Q: 3 clusters Score -1.443711e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -14437157.000000 Penalty: 5813.122559
	Iteration 31Q: 3 clusters Score -1.443716e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120244 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -14437237.000000 Penalty: 5813.122559
	Iteration 32Q: 3 clusters Score -1.443724e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120415 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -14437244.000000 Penalty: 5813.122559
	Iteration 33Q: 3 clusters Score -1.443724e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120551 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -14437310.000000 Penalty: 5813.122559
	Iteration 34Q: 3 clusters Score -1.443731e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120652 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -14437341.000000 Penalty: 5813.122559
	Iteration 35Q: 3 clusters Score -1.443734e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120743 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -14437378.000000 Penalty: 5813.122559
	Iteration 36Q: 3 clusters Score -1.443738e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120805 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -14437375.000000 Penalty: 5813.122559
	Iteration 37Q: 3 clusters Score -1.443738e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120875 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -14437415.000000 Penalty: 5813.122559
	Iteration 38Q: 3 clusters Score -1.443742e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120920 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -14437435.000000 Penalty: 5813.122559
	Iteration 39Q: 3 clusters Score -1.443744e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120968 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -14437461.000000 Penalty: 5813.122559
	Iteration 40F: 3 clusters Score -1.443746e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121017 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -14437476.000000 Penalty: 5813.122559
	Iteration 41Q: 3 clusters Score -1.443748e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121062 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -14437456.000000 Penalty: 5813.122559
	Iteration 42Q: 3 clusters Score -1.443746e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121103 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -14437458.000000 Penalty: 5813.122559
	Iteration 43Q: 3 clusters Score -1.443746e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -14437467.000000 Penalty: 5813.122559
	Iteration 44Q: 3 clusters Score -1.443747e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121178 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -14437465.000000 Penalty: 5813.122559
	Iteration 45Q: 3 clusters Score -1.443746e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -14437501.000000 Penalty: 5813.122559
	Iteration 46Q: 3 clusters Score -1.44375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121234 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -14437525.000000 Penalty: 5813.122559
	Iteration 47Q: 3 clusters Score -1.443752e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121260 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -14437493.000000 Penalty: 5813.122559
	Iteration 48Q: 3 clusters Score -1.443749e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121290 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -14437500.000000 Penalty: 5813.122559
	Iteration 49Q: 3 clusters Score -1.44375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121317 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -14437528.000000 Penalty: 5813.122559
	Iteration 50Q: 3 clusters Score -1.443753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121339 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -14437531.000000 Penalty: 5813.122559
	Iteration 51Q: 3 clusters Score -1.443753e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121366 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -14437532.000000 Penalty: 5813.122559
	Iteration 52Q: 3 clusters Score -1.443753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121388 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -14437545.000000 Penalty: 5813.122559
	Iteration 53Q: 3 clusters Score -1.443754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121406 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -14437550.000000 Penalty: 5813.122559
	Iteration 54Q: 3 clusters Score -1.443755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121418 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -14437553.000000 Penalty: 5813.122559
	Iteration 55Q: 3 clusters Score -1.443755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121429 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -14437551.000000 Penalty: 5813.122559
	Iteration 56Q: 3 clusters Score -1.443755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121440 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -14437555.000000 Penalty: 5813.122559
	Iteration 57Q: 3 clusters Score -1.443756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121449 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -14437549.000000 Penalty: 5813.122559
	Iteration 58Q: 3 clusters Score -1.443755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121457 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -14437554.000000 Penalty: 5813.122559
	Iteration 59Q: 3 clusters Score -1.443755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121461 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -14437559.000000 Penalty: 5813.122559
	Iteration 60F: 3 clusters Score -1.443756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121462 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -14437555.000000 Penalty: 5813.122559
	Iteration 61Q: 3 clusters Score -1.443756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121465 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -14437553.000000 Penalty: 5813.122559
	Iteration 62Q: 3 clusters Score -1.443755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121468 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -14437549.000000 Penalty: 5813.122559
	Iteration 63Q: 3 clusters Score -1.443755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121474 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -14437557.000000 Penalty: 5813.122559
	Iteration 64Q: 3 clusters Score -1.443756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121477 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -14437566.000000 Penalty: 5813.122559
	Iteration 65Q: 3 clusters Score -1.443757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121478 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -14437572.000000 Penalty: 5813.122559
	Iteration 66Q: 3 clusters Score -1.443757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121479 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14437564.000000 Penalty: 5813.122559
	Iteration 67Q: 3 clusters Score -1.443756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121479 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14437564.000000 Penalty: 5813.122559
	Iteration 68F: 3 clusters Score -1.443756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 23796 members 
Mstep: Class 3 contains 14591 members 
Mstep: Class 6 contains 215106 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15018 members 
Mstep: Class 10 contains 18804 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8521 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 20 contains 161088 members 
Mstep: Class 23 contains 37659 members 
Mstep: Class 24 contains 123008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651840.000000 Penalty: 46482.957031
Iteration 319Q: 15 clusters Score -7.465184e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 23798 members 
Mstep: Class 3 contains 14596 members 
Mstep: Class 6 contains 215114 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15021 members 
Mstep: Class 10 contains 18814 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8522 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 20 contains 161083 members 
Mstep: Class 23 contains 37655 members 
Mstep: Class 24 contains 122989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651944.000000 Penalty: 46482.957031
Iteration 320F: 15 clusters Score -7.465194e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 23801 members 
Mstep: Class 3 contains 14603 members 
Mstep: Class 6 contains 215159 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15021 members 
Mstep: Class 10 contains 18814 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 8521 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 20 contains 161060 members 
Mstep: Class 23 contains 37653 members 
Mstep: Class 24 contains 122962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651992.000000 Penalty: 46482.957031
Iteration 321Q: 15 clusters Score -7.465199e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 23797 members 
Mstep: Class 3 contains 14613 members 
Mstep: Class 6 contains 215180 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15021 members 
Mstep: Class 10 contains 18810 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8524 members 
Mstep: Class 17 contains 3779 members 
Mstep: Class 20 contains 161077 members 
Mstep: Class 23 contains 37647 members 
Mstep: Class 24 contains 122928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651872.000000 Penalty: 46482.957031
Iteration 322Q: 15 clusters Score -7.465187e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 23803 members 
Mstep: Class 3 contains 14620 members 
Mstep: Class 6 contains 215201 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15023 members 
Mstep: Class 10 contains 18804 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8525 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 161061 members 
Mstep: Class 23 contains 37644 members 
Mstep: Class 24 contains 122919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651776.000000 Penalty: 46482.957031
Iteration 323Q: 15 clusters Score -7.465178e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 23803 members 
Mstep: Class 3 contains 14631 members 
Mstep: Class 6 contains 215217 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15023 members 
Mstep: Class 10 contains 18806 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8526 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 20 contains 161074 members 
Mstep: Class 23 contains 37634 members 
Mstep: Class 24 contains 122894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651784.000000 Penalty: 46482.957031
Iteration 324Q: 15 clusters Score -7.465178e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 23804 members 
Mstep: Class 3 contains 14635 members 
Mstep: Class 6 contains 215252 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15026 members 
Mstep: Class 10 contains 18809 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8523 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 20 contains 161075 members 
Mstep: Class 23 contains 37631 members 
Mstep: Class 24 contains 122860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651744.000000 Penalty: 46482.957031
Iteration 325Q: 15 clusters Score -7.465174e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 23805 members 
Mstep: Class 3 contains 14638 members 
Mstep: Class 6 contains 215326 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15029 members 
Mstep: Class 10 contains 18802 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8515 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 20 contains 161062 members 
Mstep: Class 23 contains 37629 members 
Mstep: Class 24 contains 122810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651768.000000 Penalty: 46482.957031
Iteration 326Q: 15 clusters Score -7.465177e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 23809 members 
Mstep: Class 3 contains 14643 members 
Mstep: Class 6 contains 215387 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15029 members 
Mstep: Class 10 contains 18788 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8512 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 20 contains 161062 members 
Mstep: Class 23 contains 37633 members 
Mstep: Class 24 contains 122756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651928.000000 Penalty: 46482.957031
Iteration 327Q: 15 clusters Score -7.465193e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 23810 members 
Mstep: Class 3 contains 14650 members 
Mstep: Class 6 contains 215452 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15033 members 
Mstep: Class 10 contains 18786 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8514 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 20 contains 161037 members 
Mstep: Class 23 contains 37641 members 
Mstep: Class 24 contains 122696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651808.000000 Penalty: 46482.957031
Iteration 328Q: 15 clusters Score -7.465181e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 23806 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 6 contains 215533 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15034 members 
Mstep: Class 10 contains 18775 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8519 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 20 contains 161011 members 
Mstep: Class 23 contains 37643 members 
Mstep: Class 24 contains 122645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651840.000000 Penalty: 46482.957031
Iteration 329Q: 15 clusters Score -7.465184e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 23807 members 
Mstep: Class 3 contains 14662 members 
Mstep: Class 6 contains 215608 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15035 members 
Mstep: Class 10 contains 18768 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8518 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 20 contains 160987 members 
Mstep: Class 23 contains 37635 members 
Mstep: Class 24 contains 122601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651944.000000 Penalty: 46482.957031
Iteration 330Q: 15 clusters Score -7.465194e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 23812 members 
Mstep: Class 3 contains 14664 members 
Mstep: Class 6 contains 215659 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15030 members 
Mstep: Class 10 contains 18754 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8515 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 20 contains 160988 members 
Mstep: Class 23 contains 37645 members 
Mstep: Class 24 contains 122556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652136.000000 Penalty: 46482.957031
Iteration 331Q: 15 clusters Score -7.465214e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 23814 members 
Mstep: Class 3 contains 14670 members 
Mstep: Class 6 contains 215738 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15025 members 
Mstep: Class 10 contains 18736 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8510 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 20 contains 160976 members 
Mstep: Class 23 contains 37651 members 
Mstep: Class 24 contains 122505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652192.000000 Penalty: 46482.957031
Iteration 332Q: 15 clusters Score -7.465219e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 23819 members 
Mstep: Class 3 contains 14677 members 
Mstep: Class 6 contains 215815 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15026 members 
Mstep: Class 10 contains 18722 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8509 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 20 contains 160953 members 
Mstep: Class 23 contains 37657 members 
Mstep: Class 24 contains 122446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652184.000000 Penalty: 46482.957031
Iteration 333Q: 15 clusters Score -7.465218e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 23821 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 6 contains 215880 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15029 members 
Mstep: Class 10 contains 18714 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8508 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 20 contains 160934 members 
Mstep: Class 23 contains 37661 members 
Mstep: Class 24 contains 122391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652136.000000 Penalty: 46482.957031
Iteration 334Q: 15 clusters Score -7.465214e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 23823 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 6 contains 215934 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15035 members 
Mstep: Class 10 contains 18708 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8509 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 20 contains 160911 members 
Mstep: Class 23 contains 37669 members 
Mstep: Class 24 contains 122346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652128.000000 Penalty: 46482.957031
Iteration 335Q: 15 clusters Score -7.465213e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 23823 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 6 contains 216001 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15035 members 
Mstep: Class 10 contains 18708 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8504 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 20 contains 160880 members 
Mstep: Class 23 contains 37673 members 
Mstep: Class 24 contains 122312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652272.000000 Penalty: 46482.957031
Iteration 336Q: 15 clusters Score -7.465227e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 23820 members 
Mstep: Class 3 contains 14697 members 
Mstep: Class 6 contains 216065 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15037 members 
Mstep: Class 10 contains 18703 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8493 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 20 contains 160845 members 
Mstep: Class 23 contains 37679 members 
Mstep: Class 24 contains 122287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652304.000000 Penalty: 46482.957031
Iteration 337Q: 15 clusters Score -7.46523e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 23820 members 
Mstep: Class 3 contains 14707 members 
Mstep: Class 6 contains 216152 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15043 members 
Mstep: Class 10 contains 18689 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8482 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 20 contains 160813 members 
Mstep: Class 23 contains 37679 members 
Mstep: Class 24 contains 122240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652256.000000 Penalty: 46482.957031
Iteration 338Q: 15 clusters Score -7.465226e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 23821 members 
Mstep: Class 3 contains 14711 members 
Mstep: Class 6 contains 216215 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15046 members 
Mstep: Class 10 contains 18675 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8474 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 20 contains 160800 members 
Mstep: Class 23 contains 37691 members 
Mstep: Class 24 contains 122194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652224.000000 Penalty: 46482.957031
Iteration 339Q: 15 clusters Score -7.465222e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 23828 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 6 contains 216307 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15053 members 
Mstep: Class 10 contains 18658 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8473 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 20 contains 160752 members 
Mstep: Class 23 contains 37695 members 
Mstep: Class 24 contains 122143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652248.000000 Penalty: 46482.957031
Iteration 340F: 15 clusters Score -7.465225e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 23828 members 
Mstep: Class 3 contains 14729 members 
Mstep: Class 6 contains 216406 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15054 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8468 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 20 contains 160712 members 
Mstep: Class 23 contains 37699 members 
Mstep: Class 24 contains 122084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652040.000000 Penalty: 46482.957031
Iteration 341Q: 15 clusters Score -7.465204e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 23828 members 
Mstep: Class 3 contains 14733 members 
Mstep: Class 6 contains 216521 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15056 members 
Mstep: Class 10 contains 18638 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8464 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 20 contains 160656 members 
Mstep: Class 23 contains 37703 members 
Mstep: Class 24 contains 122030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652016.000000 Penalty: 46482.957031
Iteration 342Q: 15 clusters Score -7.465202e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 23832 members 
Mstep: Class 3 contains 14735 members 
Mstep: Class 6 contains 216598 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15054 members 
Mstep: Class 10 contains 18626 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8462 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 20 contains 160607 members 
Mstep: Class 23 contains 37709 members 
Mstep: Class 24 contains 122001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652104.000000 Penalty: 46482.957031
Iteration 343Q: 15 clusters Score -7.46521e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 23835 members 
Mstep: Class 3 contains 14744 members 
Mstep: Class 6 contains 216664 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15058 members 
Mstep: Class 10 contains 18622 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8463 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 20 contains 160562 members 
Mstep: Class 23 contains 37713 members 
Mstep: Class 24 contains 121961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652088.000000 Penalty: 46482.957031
Iteration 344Q: 15 clusters Score -7.465209e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 23841 members 
Mstep: Class 3 contains 14752 members 
Mstep: Class 6 contains 216722 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 18612 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8460 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 20 contains 160515 members 
Mstep: Class 23 contains 37715 members 
Mstep: Class 24 contains 121938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74651992.000000 Penalty: 46482.957031
Iteration 345Q: 15 clusters Score -7.465199e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 23840 members 
Mstep: Class 3 contains 14755 members 
Mstep: Class 6 contains 216802 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15062 members 
Mstep: Class 10 contains 18603 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8464 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 20 contains 160471 members 
Mstep: Class 23 contains 37719 members 
Mstep: Class 24 contains 121906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652312.000000 Penalty: 46482.957031
Iteration 346Q: 15 clusters Score -7.465231e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 23844 members 
Mstep: Class 3 contains 14754 members 
Mstep: Class 6 contains 216877 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15066 members 
Mstep: Class 10 contains 18599 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8467 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 20 contains 160433 members 
Mstep: Class 23 contains 37729 members 
Mstep: Class 24 contains 121856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652392.000000 Penalty: 46482.957031
Iteration 347Q: 15 clusters Score -7.465239e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 23847 members 
Mstep: Class 3 contains 14758 members 
Mstep: Class 6 contains 216984 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15069 members 
Mstep: Class 10 contains 18588 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8467 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 20 contains 160383 members 
Mstep: Class 23 contains 37730 members 
Mstep: Class 24 contains 121801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652368.000000 Penalty: 46482.957031
Iteration 348Q: 15 clusters Score -7.465237e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 23853 members 
Mstep: Class 3 contains 14765 members 
Mstep: Class 6 contains 217092 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15062 members 
Mstep: Class 10 contains 18582 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8469 members 
Mstep: Class 17 contains 3761 members 
Mstep: Class 20 contains 160318 members 
Mstep: Class 23 contains 37729 members 
Mstep: Class 24 contains 121759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652496.000000 Penalty: 46482.957031
Iteration 349Q: 15 clusters Score -7.46525e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 23855 members 
Mstep: Class 3 contains 14774 members 
Mstep: Class 6 contains 217199 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15056 members 
Mstep: Class 10 contains 18573 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 8464 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 20 contains 160265 members 
Mstep: Class 23 contains 37736 members 
Mstep: Class 24 contains 121709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652616.000000 Penalty: 46482.957031
Iteration 350Q: 15 clusters Score -7.465262e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 23863 members 
Mstep: Class 3 contains 14784 members 
Mstep: Class 6 contains 217280 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15050 members 
Mstep: Class 10 contains 18560 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 8466 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 20 contains 160189 members 
Mstep: Class 23 contains 37743 members 
Mstep: Class 24 contains 121695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652584.000000 Penalty: 46482.957031
Iteration 351Q: 15 clusters Score -7.465258e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 23862 members 
Mstep: Class 3 contains 14797 members 
Mstep: Class 6 contains 217357 members 
Mstep: Class 7 contains 237 members 
Mstep: Class 9 contains 15041 members 
Mstep: Class 10 contains 18547 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 8461 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 20 contains 160140 members 
Mstep: Class 23 contains 37741 members 
Mstep: Class 24 contains 121681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652608.000000 Penalty: 46482.957031
Iteration 352Q: 15 clusters Score -7.465261e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 23865 members 
Mstep: Class 3 contains 14807 members 
Mstep: Class 6 contains 217447 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15030 members 
Mstep: Class 10 contains 18538 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8450 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 20 contains 160077 members 
Mstep: Class 23 contains 37746 members 
Mstep: Class 24 contains 121666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652616.000000 Penalty: 46482.957031
Iteration 353Q: 15 clusters Score -7.465262e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 23865 members 
Mstep: Class 3 contains 14818 members 
Mstep: Class 6 contains 217525 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 18531 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8443 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 20 contains 160003 members 
Mstep: Class 23 contains 37755 members 
Mstep: Class 24 contains 121659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652616.000000 Penalty: 46482.957031
Iteration 354Q: 15 clusters Score -7.465262e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 23864 members 
Mstep: Class 3 contains 14828 members 
Mstep: Class 6 contains 217625 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15019 members 
Mstep: Class 10 contains 18526 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8436 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 20 contains 159920 members 
Mstep: Class 23 contains 37756 members 
Mstep: Class 24 contains 121644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652432.000000 Penalty: 46482.957031
Iteration 355Q: 15 clusters Score -7.465243e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 23866 members 
Mstep: Class 3 contains 14844 members 
Mstep: Class 6 contains 217713 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15014 members 
Mstep: Class 10 contains 18525 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 20 contains 159843 members 
Mstep: Class 23 contains 37757 members 
Mstep: Class 24 contains 121626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652472.000000 Penalty: 46482.957031
Iteration 356Q: 15 clusters Score -7.465247e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 23869 members 
Mstep: Class 3 contains 14853 members 
Mstep: Class 6 contains 217771 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15014 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 20 contains 159801 members 
Mstep: Class 23 contains 37759 members 
Mstep: Class 24 contains 121600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652624.000000 Penalty: 46482.957031
Iteration 357Q: 15 clusters Score -7.465262e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 23866 members 
Mstep: Class 3 contains 14865 members 
Mstep: Class 6 contains 217856 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15006 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 20 contains 159760 members 
Mstep: Class 23 contains 37758 members 
Mstep: Class 24 contains 121563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652680.000000 Penalty: 46482.957031
Iteration 358Q: 15 clusters Score -7.465268e+07 nChanged 383
Entering ConstructFrom: 
Score: -74652680.000000 Penalty: 46482.957031
Entering ConstructFrom: 
Trying to split cluster 1 (28464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Entering Unmasked Estep 
Score: -3301600.500000 Penalty: 2543.585938
	Iteration 0F: 2 clusters Score -3301600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3282085.500000 Penalty: 5087.171875
	Iteration 0F: 3 clusters Score -3282086 nChanged 12798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3289264.000000 Penalty: 5087.171875
	Iteration 1F: 3 clusters Score -3289264 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3290055.000000 Penalty: 5087.171875
	Iteration 2F: 3 clusters Score -3290055 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3290742.000000 Penalty: 5087.171875
	Iteration 3F: 3 clusters Score -3290742 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3291284.000000 Penalty: 5087.171875
	Iteration 4Q: 3 clusters Score -3291284 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3291733.250000 Penalty: 5087.171875
	Iteration 5Q: 3 clusters Score -3291733 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3292145.750000 Penalty: 5087.171875
	Iteration 6Q: 3 clusters Score -3292146 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3292570.000000 Penalty: 5087.171875
	Iteration 7Q: 3 clusters Score -3292570 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3293093.750000 Penalty: 5087.171875
	Iteration 8Q: 3 clusters Score -3293094 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3293718.750000 Penalty: 5087.171875
	Iteration 9Q: 3 clusters Score -3293719 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3294437.250000 Penalty: 5087.171875
	Iteration 10Q: 3 clusters Score -3294437 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3295258.250000 Penalty: 5087.171875
	Iteration 11Q: 3 clusters Score -3295258 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3296151.750000 Penalty: 5087.171875
	Iteration 12Q: 3 clusters Score -3296152 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -3297059.750000 Penalty: 5087.171875
	Iteration 13Q: 3 clusters Score -3297060 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -3297861.500000 Penalty: 5087.171875
	Iteration 14Q: 3 clusters Score -3297862 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3298603.750000 Penalty: 5087.171875
	Iteration 15Q: 3 clusters Score -3298604 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3299232.750000 Penalty: 5087.171875
	Iteration 16Q: 3 clusters Score -3299233 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3299707.000000 Penalty: 5087.171875
	Iteration 17Q: 3 clusters Score -3299707 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3299997.250000 Penalty: 5087.171875
	Iteration 18Q: 3 clusters Score -3299997 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3300190.500000 Penalty: 5087.171875
	Iteration 19Q: 3 clusters Score -3300190 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3300309.750000 Penalty: 5087.171875
	Iteration 20F: 3 clusters Score -3300310 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3300395.250000 Penalty: 5087.171875
	Iteration 21Q: 3 clusters Score -3300395 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3300461.250000 Penalty: 5087.171875
	Iteration 22Q: 3 clusters Score -3300461 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3300506.750000 Penalty: 5087.171875
	Iteration 23Q: 3 clusters Score -3300507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3300531.250000 Penalty: 5087.171875
	Iteration 24Q: 3 clusters Score -3300531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3300556.750000 Penalty: 5087.171875
	Iteration 25Q: 3 clusters Score -3300557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3300569.000000 Penalty: 5087.171875
	Iteration 26Q: 3 clusters Score -3300569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3300595.500000 Penalty: 5087.171875
	Iteration 27Q: 3 clusters Score -3300596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3300601.250000 Penalty: 5087.171875
	Iteration 28Q: 3 clusters Score -3300601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3300618.250000 Penalty: 5087.171875
	Iteration 29Q: 3 clusters Score -3300618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3300628.750000 Penalty: 5087.171875
	Iteration 30Q: 3 clusters Score -3300629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3300638.500000 Penalty: 5087.171875
	Iteration 31Q: 3 clusters Score -3300638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3300643.750000 Penalty: 5087.171875
	Iteration 32Q: 3 clusters Score -3300644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3300647.750000 Penalty: 5087.171875
	Iteration 33Q: 3 clusters Score -3300648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3300653.000000 Penalty: 5087.171875
	Iteration 34Q: 3 clusters Score -3300653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3300659.750000 Penalty: 5087.171875
	Iteration 35Q: 3 clusters Score -3300660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3300660.250000 Penalty: 5087.171875
	Iteration 36Q: 3 clusters Score -3300660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3300661.250000 Penalty: 5087.171875
	Iteration 37Q: 3 clusters Score -3300661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3300661.750000 Penalty: 5087.171875
	Iteration 38Q: 3 clusters Score -3300662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3300659.250000 Penalty: 5087.171875
	Iteration 39Q: 3 clusters Score -3300659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3300659.250000 Penalty: 5087.171875
	Iteration 40F: 3 clusters Score -3300659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3300658.500000 Penalty: 5087.171875
	Iteration 41Q: 3 clusters Score -3300658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3300659.000000 Penalty: 5087.171875
	Iteration 42Q: 3 clusters Score -3300659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3300659.000000 Penalty: 5087.171875
	Iteration 43F: 3 clusters Score -3300659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Entering Unmasked Estep 
Score: -2798383.250000 Penalty: 2499.871338
	Iteration 0F: 2 clusters Score -2798383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2781867.750000 Penalty: 4999.742676
	Iteration 0F: 3 clusters Score -2781868 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2787459.500000 Penalty: 4999.742676
	Iteration 1F: 3 clusters Score -2787460 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2787841.750000 Penalty: 4999.742676
	Iteration 2Q: 3 clusters Score -2787842 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2788191.250000 Penalty: 4999.742676
	Iteration 3Q: 3 clusters Score -2788191 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2788586.750000 Penalty: 4999.742676
	Iteration 4Q: 3 clusters Score -2788587 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2788987.750000 Penalty: 4999.742676
	Iteration 5Q: 3 clusters Score -2788988 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2789361.750000 Penalty: 4999.742676
	Iteration 6Q: 3 clusters Score -2789362 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2789759.250000 Penalty: 4999.742676
	Iteration 7Q: 3 clusters Score -2789759 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2790224.500000 Penalty: 4999.742676
	Iteration 8Q: 3 clusters Score -2790224 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2790723.250000 Penalty: 4999.742676
	Iteration 9Q: 3 clusters Score -2790723 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2791180.000000 Penalty: 4999.742676
	Iteration 10Q: 3 clusters Score -2791180 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2791711.500000 Penalty: 4999.742676
	Iteration 11Q: 3 clusters Score -2791712 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2792220.000000 Penalty: 4999.742676
	Iteration 12Q: 3 clusters Score -2792220 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2792682.000000 Penalty: 4999.742676
	Iteration 13Q: 3 clusters Score -2792682 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2793056.500000 Penalty: 4999.742676
	Iteration 14Q: 3 clusters Score -2793056 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2793362.750000 Penalty: 4999.742676
	Iteration 15Q: 3 clusters Score -2793363 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2793582.750000 Penalty: 4999.742676
	Iteration 16Q: 3 clusters Score -2793583 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2793736.000000 Penalty: 4999.742676
	Iteration 17Q: 3 clusters Score -2793736 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2793858.000000 Penalty: 4999.742676
	Iteration 18Q: 3 clusters Score -2793858 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2793928.750000 Penalty: 4999.742676
	Iteration 19Q: 3 clusters Score -2793929 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2794006.750000 Penalty: 4999.742676
	Iteration 20F: 3 clusters Score -2794007 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2794069.500000 Penalty: 4999.742676
	Iteration 21Q: 3 clusters Score -2794070 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2794123.250000 Penalty: 4999.742676
	Iteration 22Q: 3 clusters Score -2794123 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2794171.500000 Penalty: 4999.742676
	Iteration 23Q: 3 clusters Score -2794172 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2794222.500000 Penalty: 4999.742676
	Iteration 24Q: 3 clusters Score -2794222 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2794262.500000 Penalty: 4999.742676
	Iteration 25Q: 3 clusters Score -2794262 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2794312.000000 Penalty: 4999.742676
	Iteration 26Q: 3 clusters Score -2794312 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2794315.000000 Penalty: 4999.742676
	Iteration 27Q: 3 clusters Score -2794315 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2794338.750000 Penalty: 4999.742676
	Iteration 28Q: 3 clusters Score -2794339 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2794376.250000 Penalty: 4999.742676
	Iteration 29Q: 3 clusters Score -2794376 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2794400.500000 Penalty: 4999.742676
	Iteration 30Q: 3 clusters Score -2794400 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2794426.750000 Penalty: 4999.742676
	Iteration 31Q: 3 clusters Score -2794427 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2794453.750000 Penalty: 4999.742676
	Iteration 32Q: 3 clusters Score -2794454 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2794477.500000 Penalty: 4999.742676
	Iteration 33Q: 3 clusters Score -2794478 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2794505.750000 Penalty: 4999.742676
	Iteration 34Q: 3 clusters Score -2794506 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2794519.750000 Penalty: 4999.742676
	Iteration 35Q: 3 clusters Score -2794520 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2794550.500000 Penalty: 4999.742676
	Iteration 36Q: 3 clusters Score -2794550 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2794559.000000 Penalty: 4999.742676
	Iteration 37Q: 3 clusters Score -2794559 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2794583.000000 Penalty: 4999.742676
	Iteration 38Q: 3 clusters Score -2794583 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2794604.250000 Penalty: 4999.742676
	Iteration 39Q: 3 clusters Score -2794604 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2794618.250000 Penalty: 4999.742676
	Iteration 40F: 3 clusters Score -2794618 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2794650.750000 Penalty: 4999.742676
	Iteration 41Q: 3 clusters Score -2794651 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2794674.750000 Penalty: 4999.742676
	Iteration 42Q: 3 clusters Score -2794675 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2794720.750000 Penalty: 4999.742676
	Iteration 43Q: 3 clusters Score -2794721 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2794736.000000 Penalty: 4999.742676
	Iteration 44Q: 3 clusters Score -2794736 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2794753.250000 Penalty: 4999.742676
	Iteration 45Q: 3 clusters Score -2794753 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2794774.500000 Penalty: 4999.742676
	Iteration 46Q: 3 clusters Score -2794774 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2794798.250000 Penalty: 4999.742676
	Iteration 47Q: 3 clusters Score -2794798 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2794820.750000 Penalty: 4999.742676
	Iteration 48Q: 3 clusters Score -2794821 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2794852.500000 Penalty: 4999.742676
	Iteration 49Q: 3 clusters Score -2794852 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2794875.000000 Penalty: 4999.742676
	Iteration 50Q: 3 clusters Score -2794875 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2794910.250000 Penalty: 4999.742676
	Iteration 51Q: 3 clusters Score -2794910 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2794926.750000 Penalty: 4999.742676
	Iteration 52Q: 3 clusters Score -2794927 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2794950.750000 Penalty: 4999.742676
	Iteration 53Q: 3 clusters Score -2794951 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2794973.000000 Penalty: 4999.742676
	Iteration 54Q: 3 clusters Score -2794973 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2795000.750000 Penalty: 4999.742676
	Iteration 55Q: 3 clusters Score -2795001 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2795044.500000 Penalty: 4999.742676
	Iteration 56Q: 3 clusters Score -2795044 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2795088.500000 Penalty: 4999.742676
	Iteration 57Q: 3 clusters Score -2795088 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2795118.250000 Penalty: 4999.742676
	Iteration 58Q: 3 clusters Score -2795118 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2795143.500000 Penalty: 4999.742676
	Iteration 59Q: 3 clusters Score -2795144 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2795173.250000 Penalty: 4999.742676
	Iteration 60F: 3 clusters Score -2795173 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2795202.500000 Penalty: 4999.742676
	Iteration 61Q: 3 clusters Score -2795202 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2795241.250000 Penalty: 4999.742676
	Iteration 62Q: 3 clusters Score -2795241 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2795255.500000 Penalty: 4999.742676
	Iteration 63Q: 3 clusters Score -2795256 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2795286.000000 Penalty: 4999.742676
	Iteration 64Q: 3 clusters Score -2795286 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2795316.500000 Penalty: 4999.742676
	Iteration 65Q: 3 clusters Score -2795316 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2795363.750000 Penalty: 4999.742676
	Iteration 66Q: 3 clusters Score -2795364 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2795391.750000 Penalty: 4999.742676
	Iteration 67Q: 3 clusters Score -2795392 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2795420.250000 Penalty: 4999.742676
	Iteration 68Q: 3 clusters Score -2795420 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2795455.250000 Penalty: 4999.742676
	Iteration 69Q: 3 clusters Score -2795455 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2795485.750000 Penalty: 4999.742676
	Iteration 70Q: 3 clusters Score -2795486 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2795528.500000 Penalty: 4999.742676
	Iteration 71Q: 3 clusters Score -2795528 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2795547.500000 Penalty: 4999.742676
	Iteration 72Q: 3 clusters Score -2795548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2795561.750000 Penalty: 4999.742676
	Iteration 73Q: 3 clusters Score -2795562 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2795595.000000 Penalty: 4999.742676
	Iteration 74Q: 3 clusters Score -2795595 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2795629.250000 Penalty: 4999.742676
	Iteration 75Q: 3 clusters Score -2795629 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2795660.000000 Penalty: 4999.742676
	Iteration 76Q: 3 clusters Score -2795660 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2795681.250000 Penalty: 4999.742676
	Iteration 77Q: 3 clusters Score -2795681 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2795707.750000 Penalty: 4999.742676
	Iteration 78Q: 3 clusters Score -2795708 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2795729.750000 Penalty: 4999.742676
	Iteration 79Q: 3 clusters Score -2795730 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2795772.750000 Penalty: 4999.742676
	Iteration 80F: 3 clusters Score -2795773 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2795799.000000 Penalty: 4999.742676
	Iteration 81Q: 3 clusters Score -2795799 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2795818.500000 Penalty: 4999.742676
	Iteration 82Q: 3 clusters Score -2795818 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2795851.250000 Penalty: 4999.742676
	Iteration 83Q: 3 clusters Score -2795851 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2795902.250000 Penalty: 4999.742676
	Iteration 84Q: 3 clusters Score -2795902 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2795951.500000 Penalty: 4999.742676
	Iteration 85Q: 3 clusters Score -2795952 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2795984.250000 Penalty: 4999.742676
	Iteration 86Q: 3 clusters Score -2795984 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2796025.500000 Penalty: 4999.742676
	Iteration 87Q: 3 clusters Score -2796026 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2796079.250000 Penalty: 4999.742676
	Iteration 88Q: 3 clusters Score -2796079 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2796111.500000 Penalty: 4999.742676
	Iteration 89Q: 3 clusters Score -2796112 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2796149.250000 Penalty: 4999.742676
	Iteration 90Q: 3 clusters Score -2796149 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2796180.500000 Penalty: 4999.742676
	Iteration 91Q: 3 clusters Score -2796180 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2796216.250000 Penalty: 4999.742676
	Iteration 92Q: 3 clusters Score -2796216 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2796244.750000 Penalty: 4999.742676
	Iteration 93Q: 3 clusters Score -2796245 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2796282.500000 Penalty: 4999.742676
	Iteration 94Q: 3 clusters Score -2796282 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2796304.000000 Penalty: 4999.742676
	Iteration 95Q: 3 clusters Score -2796304 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2796337.500000 Penalty: 4999.742676
	Iteration 96Q: 3 clusters Score -2796338 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2796371.250000 Penalty: 4999.742676
	Iteration 97Q: 3 clusters Score -2796371 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2796412.250000 Penalty: 4999.742676
	Iteration 98Q: 3 clusters Score -2796412 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2796450.500000 Penalty: 4999.742676
	Iteration 99Q: 3 clusters Score -2796450 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2796484.500000 Penalty: 4999.742676
	Iteration 100F: 3 clusters Score -2796484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2796509.000000 Penalty: 4999.742676
	Iteration 101Q: 3 clusters Score -2796509 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2796541.000000 Penalty: 4999.742676
	Iteration 102Q: 3 clusters Score -2796541 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2796574.250000 Penalty: 4999.742676
	Iteration 103Q: 3 clusters Score -2796574 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2796607.500000 Penalty: 4999.742676
	Iteration 104Q: 3 clusters Score -2796608 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2796642.250000 Penalty: 4999.742676
	Iteration 105Q: 3 clusters Score -2796642 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2796679.750000 Penalty: 4999.742676
	Iteration 106Q: 3 clusters Score -2796680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2796715.250000 Penalty: 4999.742676
	Iteration 107Q: 3 clusters Score -2796715 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2796736.000000 Penalty: 4999.742676
	Iteration 108Q: 3 clusters Score -2796736 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2796761.500000 Penalty: 4999.742676
	Iteration 109Q: 3 clusters Score -2796762 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2796792.250000 Penalty: 4999.742676
	Iteration 110Q: 3 clusters Score -2796792 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2796809.000000 Penalty: 4999.742676
	Iteration 111Q: 3 clusters Score -2796809 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2796824.500000 Penalty: 4999.742676
	Iteration 112Q: 3 clusters Score -2796824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2796833.000000 Penalty: 4999.742676
	Iteration 113Q: 3 clusters Score -2796833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2796845.000000 Penalty: 4999.742676
	Iteration 114Q: 3 clusters Score -2796845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2796852.000000 Penalty: 4999.742676
	Iteration 115Q: 3 clusters Score -2796852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2796859.500000 Penalty: 4999.742676
	Iteration 116Q: 3 clusters Score -2796860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2796874.500000 Penalty: 4999.742676
	Iteration 117Q: 3 clusters Score -2796874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2796882.000000 Penalty: 4999.742676
	Iteration 118Q: 3 clusters Score -2796882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2796889.500000 Penalty: 4999.742676
	Iteration 119Q: 3 clusters Score -2796890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2796894.750000 Penalty: 4999.742676
	Iteration 120F: 3 clusters Score -2796895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2796898.750000 Penalty: 4999.742676
	Iteration 121Q: 3 clusters Score -2796899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2796897.500000 Penalty: 4999.742676
	Iteration 122Q: 3 clusters Score -2796898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2796906.000000 Penalty: 4999.742676
	Iteration 123Q: 3 clusters Score -2796906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2796914.500000 Penalty: 4999.742676
	Iteration 124Q: 3 clusters Score -2796914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2796911.750000 Penalty: 4999.742676
	Iteration 125Q: 3 clusters Score -2796912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2796912.000000 Penalty: 4999.742676
	Iteration 126Q: 3 clusters Score -2796912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2796918.750000 Penalty: 4999.742676
	Iteration 127Q: 3 clusters Score -2796919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2796916.250000 Penalty: 4999.742676
	Iteration 128Q: 3 clusters Score -2796916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2796918.250000 Penalty: 4999.742676
	Iteration 129Q: 3 clusters Score -2796918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2796921.500000 Penalty: 4999.742676
	Iteration 130Q: 3 clusters Score -2796922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2796921.750000 Penalty: 4999.742676
	Iteration 131Q: 3 clusters Score -2796922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2796932.000000 Penalty: 4999.742676
	Iteration 132Q: 3 clusters Score -2796932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2796935.000000 Penalty: 4999.742676
	Iteration 133Q: 3 clusters Score -2796935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2796935.000000 Penalty: 4999.742676
	Iteration 134Q: 3 clusters Score -2796935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2796939.500000 Penalty: 4999.742676
	Iteration 135Q: 3 clusters Score -2796940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2796939.750000 Penalty: 4999.742676
	Iteration 136Q: 3 clusters Score -2796940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2796944.000000 Penalty: 4999.742676
	Iteration 137Q: 3 clusters Score -2796944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2796942.250000 Penalty: 4999.742676
	Iteration 138Q: 3 clusters Score -2796942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2796942.750000 Penalty: 4999.742676
	Iteration 139Q: 3 clusters Score -2796943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2796945.750000 Penalty: 4999.742676
	Iteration 140F: 3 clusters Score -2796946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2796946.250000 Penalty: 4999.742676
	Iteration 141Q: 3 clusters Score -2796946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2796950.000000 Penalty: 4999.742676
	Iteration 142Q: 3 clusters Score -2796950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2796947.750000 Penalty: 4999.742676
	Iteration 143Q: 3 clusters Score -2796948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2796954.000000 Penalty: 4999.742676
	Iteration 144Q: 3 clusters Score -2796954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2796953.500000 Penalty: 4999.742676
	Iteration 145Q: 3 clusters Score -2796954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2796952.500000 Penalty: 4999.742676
	Iteration 146Q: 3 clusters Score -2796952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2796951.250000 Penalty: 4999.742676
	Iteration 147Q: 3 clusters Score -2796951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2796951.750000 Penalty: 4999.742676
	Iteration 148Q: 3 clusters Score -2796952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2796951.000000 Penalty: 4999.742676
	Iteration 149Q: 3 clusters Score -2796951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2796955.500000 Penalty: 4999.742676
	Iteration 150Q: 3 clusters Score -2796956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2796954.750000 Penalty: 4999.742676
	Iteration 151Q: 3 clusters Score -2796955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2796959.750000 Penalty: 4999.742676
	Iteration 152Q: 3 clusters Score -2796960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2796957.000000 Penalty: 4999.742676
	Iteration 153Q: 3 clusters Score -2796957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2796966.250000 Penalty: 4999.742676
	Iteration 154Q: 3 clusters Score -2796966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2796964.500000 Penalty: 4999.742676
	Iteration 155Q: 3 clusters Score -2796964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2796966.000000 Penalty: 4999.742676
	Iteration 156Q: 3 clusters Score -2796966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2796971.000000 Penalty: 4999.742676
	Iteration 157Q: 3 clusters Score -2796971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2796969.000000 Penalty: 4999.742676
	Iteration 158Q: 3 clusters Score -2796969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2796973.250000 Penalty: 4999.742676
	Iteration 159Q: 3 clusters Score -2796973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2796969.000000 Penalty: 4999.742676
	Iteration 160F: 3 clusters Score -2796969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2796985.750000 Penalty: 4999.742676
	Iteration 161Q: 3 clusters Score -2796986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2796984.500000 Penalty: 4999.742676
	Iteration 162Q: 3 clusters Score -2796984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2796984.000000 Penalty: 4999.742676
	Iteration 163Q: 3 clusters Score -2796984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2796989.000000 Penalty: 4999.742676
	Iteration 164Q: 3 clusters Score -2796989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2796994.500000 Penalty: 4999.742676
	Iteration 165Q: 3 clusters Score -2796994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2796994.250000 Penalty: 4999.742676
	Iteration 166Q: 3 clusters Score -2796994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2796992.500000 Penalty: 4999.742676
	Iteration 167Q: 3 clusters Score -2796992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2796992.000000 Penalty: 4999.742676
	Iteration 168Q: 3 clusters Score -2796992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2796996.250000 Penalty: 4999.742676
	Iteration 169Q: 3 clusters Score -2796996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2796991.500000 Penalty: 4999.742676
	Iteration 170Q: 3 clusters Score -2796992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2796993.750000 Penalty: 4999.742676
	Iteration 171Q: 3 clusters Score -2796994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2796993.750000 Penalty: 4999.742676
	Iteration 172F: 3 clusters Score -2796994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Entering Unmasked Estep 
Score: -1740977.625000 Penalty: 2382.677734
	Iteration 0F: 2 clusters Score -1740978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1730176.000000 Penalty: 4765.355469
	Iteration 0F: 3 clusters Score -1730176 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1733868.250000 Penalty: 4765.355469
	Iteration 1F: 3 clusters Score -1733868 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1734574.000000 Penalty: 4765.355469
	Iteration 2F: 3 clusters Score -1734574 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1735224.125000 Penalty: 4765.355469
	Iteration 3F: 3 clusters Score -1735224 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1735904.375000 Penalty: 4765.355469
	Iteration 4F: 3 clusters Score -1735904 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1736564.500000 Penalty: 4765.355469
	Iteration 5F: 3 clusters Score -1736564 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1737222.625000 Penalty: 4765.355469
	Iteration 6F: 3 clusters Score -1737223 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1737728.500000 Penalty: 4765.355469
	Iteration 7Q: 3 clusters Score -1737728 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1738055.250000 Penalty: 4765.355469
	Iteration 8Q: 3 clusters Score -1738055 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1738268.000000 Penalty: 4765.355469
	Iteration 9Q: 3 clusters Score -1738268 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1738397.750000 Penalty: 4765.355469
	Iteration 10Q: 3 clusters Score -1738398 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1738495.375000 Penalty: 4765.355469
	Iteration 11Q: 3 clusters Score -1738495 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1738572.000000 Penalty: 4765.355469
	Iteration 12Q: 3 clusters Score -1738572 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1738654.875000 Penalty: 4765.355469
	Iteration 13Q: 3 clusters Score -1738655 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1738724.250000 Penalty: 4765.355469
	Iteration 14Q: 3 clusters Score -1738724 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1738765.000000 Penalty: 4765.355469
	Iteration 15Q: 3 clusters Score -1738765 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1738815.250000 Penalty: 4765.355469
	Iteration 16Q: 3 clusters Score -1738815 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1738859.625000 Penalty: 4765.355469
	Iteration 17Q: 3 clusters Score -1738860 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1738901.875000 Penalty: 4765.355469
	Iteration 18Q: 3 clusters Score -1738902 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1738935.750000 Penalty: 4765.355469
	Iteration 19Q: 3 clusters Score -1738936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1738954.375000 Penalty: 4765.355469
	Iteration 20F: 3 clusters Score -1738954 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1738979.000000 Penalty: 4765.355469
	Iteration 21Q: 3 clusters Score -1738979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1738997.625000 Penalty: 4765.355469
	Iteration 22Q: 3 clusters Score -1738998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1739013.375000 Penalty: 4765.355469
	Iteration 23Q: 3 clusters Score -1739013 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1739027.125000 Penalty: 4765.355469
	Iteration 24Q: 3 clusters Score -1739027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1739039.000000 Penalty: 4765.355469
	Iteration 25Q: 3 clusters Score -1739039 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1739057.125000 Penalty: 4765.355469
	Iteration 26Q: 3 clusters Score -1739057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1739067.125000 Penalty: 4765.355469
	Iteration 27Q: 3 clusters Score -1739067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1739080.500000 Penalty: 4765.355469
	Iteration 28Q: 3 clusters Score -1739080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1739092.500000 Penalty: 4765.355469
	Iteration 29Q: 3 clusters Score -1739092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1739109.375000 Penalty: 4765.355469
	Iteration 30Q: 3 clusters Score -1739109 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1739135.125000 Penalty: 4765.355469
	Iteration 31Q: 3 clusters Score -1739135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1739149.375000 Penalty: 4765.355469
	Iteration 32Q: 3 clusters Score -1739149 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1739169.000000 Penalty: 4765.355469
	Iteration 33Q: 3 clusters Score -1739169 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1739192.000000 Penalty: 4765.355469
	Iteration 34Q: 3 clusters Score -1739192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1739212.375000 Penalty: 4765.355469
	Iteration 35Q: 3 clusters Score -1739212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1739227.125000 Penalty: 4765.355469
	Iteration 36Q: 3 clusters Score -1739227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1739241.625000 Penalty: 4765.355469
	Iteration 37Q: 3 clusters Score -1739242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1739250.625000 Penalty: 4765.355469
	Iteration 38Q: 3 clusters Score -1739251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1739263.875000 Penalty: 4765.355469
	Iteration 39Q: 3 clusters Score -1739264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1739265.500000 Penalty: 4765.355469
	Iteration 40F: 3 clusters Score -1739266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1739279.375000 Penalty: 4765.355469
	Iteration 41Q: 3 clusters Score -1739279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1739293.000000 Penalty: 4765.355469
	Iteration 42Q: 3 clusters Score -1739293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1739298.500000 Penalty: 4765.355469
	Iteration 43Q: 3 clusters Score -1739298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1739307.000000 Penalty: 4765.355469
	Iteration 44Q: 3 clusters Score -1739307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1739313.875000 Penalty: 4765.355469
	Iteration 45Q: 3 clusters Score -1739314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1739320.375000 Penalty: 4765.355469
	Iteration 46Q: 3 clusters Score -1739320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1739320.500000 Penalty: 4765.355469
	Iteration 47Q: 3 clusters Score -1739320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1739326.000000 Penalty: 4765.355469
	Iteration 48Q: 3 clusters Score -1739326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1739330.500000 Penalty: 4765.355469
	Iteration 49Q: 3 clusters Score -1739330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1739330.250000 Penalty: 4765.355469
	Iteration 50Q: 3 clusters Score -1739330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1739329.250000 Penalty: 4765.355469
	Iteration 51Q: 3 clusters Score -1739329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1739332.250000 Penalty: 4765.355469
	Iteration 52Q: 3 clusters Score -1739332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1739333.875000 Penalty: 4765.355469
	Iteration 53Q: 3 clusters Score -1739334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1739335.375000 Penalty: 4765.355469
	Iteration 54Q: 3 clusters Score -1739335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1739337.625000 Penalty: 4765.355469
	Iteration 55Q: 3 clusters Score -1739338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1739333.500000 Penalty: 4765.355469
	Iteration 56Q: 3 clusters Score -1739334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1739338.125000 Penalty: 4765.355469
	Iteration 57Q: 3 clusters Score -1739338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1739340.875000 Penalty: 4765.355469
	Iteration 58Q: 3 clusters Score -1739341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1739342.375000 Penalty: 4765.355469
	Iteration 59Q: 3 clusters Score -1739342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1739342.000000 Penalty: 4765.355469
	Iteration 60F: 3 clusters Score -1739342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1739348.250000 Penalty: 4765.355469
	Iteration 61Q: 3 clusters Score -1739348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1739347.000000 Penalty: 4765.355469
	Iteration 62Q: 3 clusters Score -1739347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1739347.250000 Penalty: 4765.355469
	Iteration 63Q: 3 clusters Score -1739347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1739343.250000 Penalty: 4765.355469
	Iteration 64Q: 3 clusters Score -1739343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1739343.250000 Penalty: 4765.355469
	Iteration 65F: 3 clusters Score -1739343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (217904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217904 members 
Entering Unmasked Estep 
Score: -25283844.000000 Penalty: 3048.368896
	Iteration 0F: 2 clusters Score -2.528384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109029 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -25140256.000000 Penalty: 6096.737793
	Iteration 0F: 3 clusters Score -2.514026e+07 nChanged 104877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108832 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -25201266.000000 Penalty: 6096.737793
	Iteration 1F: 3 clusters Score -2.520127e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108965 members 
Mstep: Class 2 contains 108939 members 
Entering Unmasked Estep 
Score: -25201940.000000 Penalty: 6096.737793
	Iteration 2Q: 3 clusters Score -2.520194e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109096 members 
Mstep: Class 2 contains 108808 members 
Entering Unmasked Estep 
Score: -25202794.000000 Penalty: 6096.737793
	Iteration 3Q: 3 clusters Score -2.520279e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109408 members 
Mstep: Class 2 contains 108496 members 
Entering Unmasked Estep 
Score: -25203674.000000 Penalty: 6096.737793
	Iteration 4Q: 3 clusters Score -2.520367e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109806 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -25204638.000000 Penalty: 6096.737793
	Iteration 5Q: 3 clusters Score -2.520464e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 107531 members 
Entering Unmasked Estep 
Score: -25205864.000000 Penalty: 6096.737793
	Iteration 6Q: 3 clusters Score -2.520586e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111163 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -25207526.000000 Penalty: 6096.737793
	Iteration 7Q: 3 clusters Score -2.520753e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112264 members 
Mstep: Class 2 contains 105640 members 
Entering Unmasked Estep 
Score: -25209522.000000 Penalty: 6096.737793
	Iteration 8Q: 3 clusters Score -2.520952e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113798 members 
Mstep: Class 2 contains 104106 members 
Entering Unmasked Estep 
Score: -25212616.000000 Penalty: 6096.737793
	Iteration 9Q: 3 clusters Score -2.521262e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115930 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -25217752.000000 Penalty: 6096.737793
	Iteration 10Q: 3 clusters Score -2.521775e+07 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118342 members 
Mstep: Class 2 contains 99562 members 
Entering Unmasked Estep 
Score: -25226248.000000 Penalty: 6096.737793
	Iteration 11F: 3 clusters Score -2.522625e+07 nChanged 13982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120478 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -25236706.000000 Penalty: 6096.737793
	Iteration 12F: 3 clusters Score -2.523671e+07 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121831 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -25244458.000000 Penalty: 6096.737793
	Iteration 13F: 3 clusters Score -2.524446e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122771 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -25247330.000000 Penalty: 6096.737793
	Iteration 14Q: 3 clusters Score -2.524733e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123741 members 
Mstep: Class 2 contains 94163 members 
Entering Unmasked Estep 
Score: -25248448.000000 Penalty: 6096.737793
	Iteration 15Q: 3 clusters Score -2.524845e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124789 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
Score: -25249132.000000 Penalty: 6096.737793
	Iteration 16Q: 3 clusters Score -2.524913e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125853 members 
Mstep: Class 2 contains 92051 members 
Entering Unmasked Estep 
Score: -25249810.000000 Penalty: 6096.737793
	Iteration 17Q: 3 clusters Score -2.524981e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127026 members 
Mstep: Class 2 contains 90878 members 
Entering Unmasked Estep 
Score: -25250404.000000 Penalty: 6096.737793
	Iteration 18Q: 3 clusters Score -2.52504e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128341 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -25250972.000000 Penalty: 6096.737793
	Iteration 19Q: 3 clusters Score -2.525097e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129825 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -25251590.000000 Penalty: 6096.737793
	Iteration 20F: 3 clusters Score -2.525159e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 86339 members 
Entering Unmasked Estep 
Score: -25252202.000000 Penalty: 6096.737793
	Iteration 21Q: 3 clusters Score -2.52522e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133471 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -25253012.000000 Penalty: 6096.737793
	Iteration 22Q: 3 clusters Score -2.525301e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135606 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -25253876.000000 Penalty: 6096.737793
	Iteration 23Q: 3 clusters Score -2.525388e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137885 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -25254832.000000 Penalty: 6096.737793
	Iteration 24Q: 3 clusters Score -2.525483e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140418 members 
Mstep: Class 2 contains 77486 members 
Entering Unmasked Estep 
Score: -25255920.000000 Penalty: 6096.737793
	Iteration 25Q: 3 clusters Score -2.525592e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143157 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -25257296.000000 Penalty: 6096.737793
	Iteration 26Q: 3 clusters Score -2.52573e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145996 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -25258634.000000 Penalty: 6096.737793
	Iteration 27Q: 3 clusters Score -2.525863e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149101 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -25259878.000000 Penalty: 6096.737793
	Iteration 28Q: 3 clusters Score -2.525988e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -25261490.000000 Penalty: 6096.737793
	Iteration 29Q: 3 clusters Score -2.526149e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155609 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -25263428.000000 Penalty: 6096.737793
	Iteration 30Q: 3 clusters Score -2.526343e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158892 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -25265382.000000 Penalty: 6096.737793
	Iteration 31Q: 3 clusters Score -2.526538e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162092 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -25267086.000000 Penalty: 6096.737793
	Iteration 32Q: 3 clusters Score -2.526709e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165106 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -25268628.000000 Penalty: 6096.737793
	Iteration 33Q: 3 clusters Score -2.526863e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168114 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -25270154.000000 Penalty: 6096.737793
	Iteration 34Q: 3 clusters Score -2.527015e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171064 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -25271472.000000 Penalty: 6096.737793
	Iteration 35Q: 3 clusters Score -2.527147e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173959 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -25272700.000000 Penalty: 6096.737793
	Iteration 36Q: 3 clusters Score -2.52727e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176644 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -25273450.000000 Penalty: 6096.737793
	Iteration 37Q: 3 clusters Score -2.527345e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179316 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -25274334.000000 Penalty: 6096.737793
	Iteration 38Q: 3 clusters Score -2.527433e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181876 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -25275138.000000 Penalty: 6096.737793
	Iteration 39Q: 3 clusters Score -2.527514e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184255 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -25276134.000000 Penalty: 6096.737793
	Iteration 40F: 3 clusters Score -2.527613e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186665 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -25276730.000000 Penalty: 6096.737793
	Iteration 41Q: 3 clusters Score -2.527673e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188931 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -25277360.000000 Penalty: 6096.737793
	Iteration 42Q: 3 clusters Score -2.527736e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190995 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -25277992.000000 Penalty: 6096.737793
	Iteration 43Q: 3 clusters Score -2.527799e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192884 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -25278308.000000 Penalty: 6096.737793
	Iteration 44Q: 3 clusters Score -2.527831e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194595 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -25278650.000000 Penalty: 6096.737793
	Iteration 45Q: 3 clusters Score -2.527865e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196161 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -25279058.000000 Penalty: 6096.737793
	Iteration 46Q: 3 clusters Score -2.527906e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197688 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -25279236.000000 Penalty: 6096.737793
	Iteration 47Q: 3 clusters Score -2.527924e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199062 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -25279698.000000 Penalty: 6096.737793
	Iteration 48Q: 3 clusters Score -2.52797e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200322 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -25279962.000000 Penalty: 6096.737793
	Iteration 49Q: 3 clusters Score -2.527996e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201470 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -25280284.000000 Penalty: 6096.737793
	Iteration 50Q: 3 clusters Score -2.528028e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202545 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -25280504.000000 Penalty: 6096.737793
	Iteration 51Q: 3 clusters Score -2.52805e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203473 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -25280628.000000 Penalty: 6096.737793
	Iteration 52Q: 3 clusters Score -2.528063e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204333 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -25280794.000000 Penalty: 6096.737793
	Iteration 53Q: 3 clusters Score -2.528079e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205113 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -25280862.000000 Penalty: 6096.737793
	Iteration 54Q: 3 clusters Score -2.528086e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205855 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -25281016.000000 Penalty: 6096.737793
	Iteration 55Q: 3 clusters Score -2.528102e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206549 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -25281124.000000 Penalty: 6096.737793
	Iteration 56Q: 3 clusters Score -2.528112e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207161 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -25281228.000000 Penalty: 6096.737793
	Iteration 57Q: 3 clusters Score -2.528123e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207754 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -25281226.000000 Penalty: 6096.737793
	Iteration 58Q: 3 clusters Score -2.528123e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208270 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -25281226.000000 Penalty: 6096.737793
	Iteration 59Q: 3 clusters Score -2.528123e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208751 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -25281376.000000 Penalty: 6096.737793
	Iteration 60F: 3 clusters Score -2.528138e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209174 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -25281434.000000 Penalty: 6096.737793
	Iteration 61Q: 3 clusters Score -2.528143e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209560 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -25281468.000000 Penalty: 6096.737793
	Iteration 62Q: 3 clusters Score -2.528147e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209903 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -25281470.000000 Penalty: 6096.737793
	Iteration 63Q: 3 clusters Score -2.528147e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210232 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -25281534.000000 Penalty: 6096.737793
	Iteration 64Q: 3 clusters Score -2.528153e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210550 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -25281618.000000 Penalty: 6096.737793
	Iteration 65Q: 3 clusters Score -2.528162e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210848 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -25281642.000000 Penalty: 6096.737793
	Iteration 66Q: 3 clusters Score -2.528164e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211112 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -25281630.000000 Penalty: 6096.737793
	Iteration 67Q: 3 clusters Score -2.528163e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211382 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -25281638.000000 Penalty: 6096.737793
	Iteration 68Q: 3 clusters Score -2.528164e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211631 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -25281654.000000 Penalty: 6096.737793
	Iteration 69Q: 3 clusters Score -2.528165e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211841 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -25281632.000000 Penalty: 6096.737793
	Iteration 70Q: 3 clusters Score -2.528163e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212025 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -25281584.000000 Penalty: 6096.737793
	Iteration 71Q: 3 clusters Score -2.528158e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212193 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -25281632.000000 Penalty: 6096.737793
	Iteration 72Q: 3 clusters Score -2.528163e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212366 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -25281652.000000 Penalty: 6096.737793
	Iteration 73Q: 3 clusters Score -2.528165e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212525 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -25281676.000000 Penalty: 6096.737793
	Iteration 74Q: 3 clusters Score -2.528168e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212662 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -25281650.000000 Penalty: 6096.737793
	Iteration 75Q: 3 clusters Score -2.528165e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212792 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -25281642.000000 Penalty: 6096.737793
	Iteration 76Q: 3 clusters Score -2.528164e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212917 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -25281674.000000 Penalty: 6096.737793
	Iteration 77Q: 3 clusters Score -2.528167e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213019 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -25281684.000000 Penalty: 6096.737793
	Iteration 78Q: 3 clusters Score -2.528168e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213103 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -25281690.000000 Penalty: 6096.737793
	Iteration 79Q: 3 clusters Score -2.528169e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213195 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -25281710.000000 Penalty: 6096.737793
	Iteration 80F: 3 clusters Score -2.528171e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213286 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -25281738.000000 Penalty: 6096.737793
	Iteration 81Q: 3 clusters Score -2.528174e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213378 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -25281726.000000 Penalty: 6096.737793
	Iteration 82Q: 3 clusters Score -2.528173e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213451 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -25281716.000000 Penalty: 6096.737793
	Iteration 83Q: 3 clusters Score -2.528172e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213515 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -25281720.000000 Penalty: 6096.737793
	Iteration 84Q: 3 clusters Score -2.528172e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213583 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -25281718.000000 Penalty: 6096.737793
	Iteration 85Q: 3 clusters Score -2.528172e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213658 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -25281716.000000 Penalty: 6096.737793
	Iteration 86Q: 3 clusters Score -2.528172e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213724 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -25281714.000000 Penalty: 6096.737793
	Iteration 87Q: 3 clusters Score -2.528171e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213779 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -25281700.000000 Penalty: 6096.737793
	Iteration 88Q: 3 clusters Score -2.52817e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213842 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -25281724.000000 Penalty: 6096.737793
	Iteration 89Q: 3 clusters Score -2.528172e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213911 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -25281722.000000 Penalty: 6096.737793
	Iteration 90Q: 3 clusters Score -2.528172e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213980 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -25281740.000000 Penalty: 6096.737793
	Iteration 91Q: 3 clusters Score -2.528174e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214060 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -25281712.000000 Penalty: 6096.737793
	Iteration 92Q: 3 clusters Score -2.528171e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214135 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -25281764.000000 Penalty: 6096.737793
	Iteration 93Q: 3 clusters Score -2.528176e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214205 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -25281768.000000 Penalty: 6096.737793
	Iteration 94Q: 3 clusters Score -2.528177e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214272 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -25281742.000000 Penalty: 6096.737793
	Iteration 95Q: 3 clusters Score -2.528174e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214319 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -25281722.000000 Penalty: 6096.737793
	Iteration 96Q: 3 clusters Score -2.528172e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214349 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -25281686.000000 Penalty: 6096.737793
	Iteration 97Q: 3 clusters Score -2.528169e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214380 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -25281686.000000 Penalty: 6096.737793
	Iteration 98Q: 3 clusters Score -2.528169e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214419 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -25281688.000000 Penalty: 6096.737793
	Iteration 99Q: 3 clusters Score -2.528169e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214456 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -25281700.000000 Penalty: 6096.737793
	Iteration 100F: 3 clusters Score -2.52817e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214482 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -25281676.000000 Penalty: 6096.737793
	Iteration 101Q: 3 clusters Score -2.528168e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214511 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -25281692.000000 Penalty: 6096.737793
	Iteration 102Q: 3 clusters Score -2.528169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214534 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -25281710.000000 Penalty: 6096.737793
	Iteration 103Q: 3 clusters Score -2.528171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214550 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -25281662.000000 Penalty: 6096.737793
	Iteration 104Q: 3 clusters Score -2.528166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214572 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -25281676.000000 Penalty: 6096.737793
	Iteration 105Q: 3 clusters Score -2.528168e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214596 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -25281678.000000 Penalty: 6096.737793
	Iteration 106Q: 3 clusters Score -2.528168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214616 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -25281640.000000 Penalty: 6096.737793
	Iteration 107Q: 3 clusters Score -2.528164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214638 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -25281674.000000 Penalty: 6096.737793
	Iteration 108Q: 3 clusters Score -2.528167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214654 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -25281686.000000 Penalty: 6096.737793
	Iteration 109Q: 3 clusters Score -2.528169e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214672 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -25281662.000000 Penalty: 6096.737793
	Iteration 110Q: 3 clusters Score -2.528166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214687 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -25281678.000000 Penalty: 6096.737793
	Iteration 111Q: 3 clusters Score -2.528168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214701 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -25281646.000000 Penalty: 6096.737793
	Iteration 112Q: 3 clusters Score -2.528165e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214719 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -25281674.000000 Penalty: 6096.737793
	Iteration 113Q: 3 clusters Score -2.528167e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214734 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -25281680.000000 Penalty: 6096.737793
	Iteration 114Q: 3 clusters Score -2.528168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214746 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -25281666.000000 Penalty: 6096.737793
	Iteration 115Q: 3 clusters Score -2.528167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214765 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -25281678.000000 Penalty: 6096.737793
	Iteration 116Q: 3 clusters Score -2.528168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214785 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -25281684.000000 Penalty: 6096.737793
	Iteration 117Q: 3 clusters Score -2.528168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214796 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -25281686.000000 Penalty: 6096.737793
	Iteration 118Q: 3 clusters Score -2.528169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214805 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -25281684.000000 Penalty: 6096.737793
	Iteration 119Q: 3 clusters Score -2.528168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214813 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -25281676.000000 Penalty: 6096.737793
	Iteration 120F: 3 clusters Score -2.528168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214819 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -25281680.000000 Penalty: 6096.737793
	Iteration 121Q: 3 clusters Score -2.528168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214829 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -25281674.000000 Penalty: 6096.737793
	Iteration 122Q: 3 clusters Score -2.528167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214835 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -25281670.000000 Penalty: 6096.737793
	Iteration 123Q: 3 clusters Score -2.528167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214845 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -25281674.000000 Penalty: 6096.737793
	Iteration 124Q: 3 clusters Score -2.528167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214848 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -25281674.000000 Penalty: 6096.737793
	Iteration 125Q: 3 clusters Score -2.528167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214850 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -25281670.000000 Penalty: 6096.737793
	Iteration 126Q: 3 clusters Score -2.528167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214852 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -25281670.000000 Penalty: 6096.737793
	Iteration 127Q: 3 clusters Score -2.528167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214857 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -25281672.000000 Penalty: 6096.737793
	Iteration 128Q: 3 clusters Score -2.528167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214862 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -25281670.000000 Penalty: 6096.737793
	Iteration 129Q: 3 clusters Score -2.528167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214867 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -25281672.000000 Penalty: 6096.737793
	Iteration 130Q: 3 clusters Score -2.528167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214871 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -25281682.000000 Penalty: 6096.737793
	Iteration 131Q: 3 clusters Score -2.528168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214876 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -25281684.000000 Penalty: 6096.737793
	Iteration 132Q: 3 clusters Score -2.528168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214880 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -25281692.000000 Penalty: 6096.737793
	Iteration 133Q: 3 clusters Score -2.528169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214886 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -25281690.000000 Penalty: 6096.737793
	Iteration 134Q: 3 clusters Score -2.528169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214894 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -25281696.000000 Penalty: 6096.737793
	Iteration 135Q: 3 clusters Score -2.52817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214905 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -25281700.000000 Penalty: 6096.737793
	Iteration 136Q: 3 clusters Score -2.52817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214911 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -25281696.000000 Penalty: 6096.737793
	Iteration 137Q: 3 clusters Score -2.52817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214917 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -25281674.000000 Penalty: 6096.737793
	Iteration 138Q: 3 clusters Score -2.528167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214925 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -25281660.000000 Penalty: 6096.737793
	Iteration 139Q: 3 clusters Score -2.528166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214933 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -25281662.000000 Penalty: 6096.737793
	Iteration 140F: 3 clusters Score -2.528166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214938 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -25281668.000000 Penalty: 6096.737793
	Iteration 141Q: 3 clusters Score -2.528167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214944 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -25281654.000000 Penalty: 6096.737793
	Iteration 142Q: 3 clusters Score -2.528165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214953 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -25281660.000000 Penalty: 6096.737793
	Iteration 143Q: 3 clusters Score -2.528166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214964 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -25281684.000000 Penalty: 6096.737793
	Iteration 144Q: 3 clusters Score -2.528168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214972 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -25281660.000000 Penalty: 6096.737793
	Iteration 145Q: 3 clusters Score -2.528166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214975 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -25281668.000000 Penalty: 6096.737793
	Iteration 146Q: 3 clusters Score -2.528167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214980 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -25281664.000000 Penalty: 6096.737793
	Iteration 147Q: 3 clusters Score -2.528166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214986 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -25281662.000000 Penalty: 6096.737793
	Iteration 148Q: 3 clusters Score -2.528166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214989 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -25281650.000000 Penalty: 6096.737793
	Iteration 149Q: 3 clusters Score -2.528165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214994 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -25281672.000000 Penalty: 6096.737793
	Iteration 150Q: 3 clusters Score -2.528167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214999 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -25281664.000000 Penalty: 6096.737793
	Iteration 151Q: 3 clusters Score -2.528166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215008 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -25281668.000000 Penalty: 6096.737793
	Iteration 152Q: 3 clusters Score -2.528167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215009 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -25281646.000000 Penalty: 6096.737793
	Iteration 153Q: 3 clusters Score -2.528165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215014 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -25281654.000000 Penalty: 6096.737793
	Iteration 154Q: 3 clusters Score -2.528165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215018 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -25281650.000000 Penalty: 6096.737793
	Iteration 155Q: 3 clusters Score -2.528165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215023 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -25281668.000000 Penalty: 6096.737793
	Iteration 156Q: 3 clusters Score -2.528167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215029 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -25281678.000000 Penalty: 6096.737793
	Iteration 157Q: 3 clusters Score -2.528168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215033 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -25281686.000000 Penalty: 6096.737793
	Iteration 158Q: 3 clusters Score -2.528169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215035 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -25281668.000000 Penalty: 6096.737793
	Iteration 159Q: 3 clusters Score -2.528167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215036 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -25281670.000000 Penalty: 6096.737793
	Iteration 160F: 3 clusters Score -2.528167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215039 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -25281678.000000 Penalty: 6096.737793
	Iteration 161Q: 3 clusters Score -2.528168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215043 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -25281670.000000 Penalty: 6096.737793
	Iteration 162Q: 3 clusters Score -2.528167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215048 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -25281670.000000 Penalty: 6096.737793
	Iteration 163Q: 3 clusters Score -2.528167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215054 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -25281666.000000 Penalty: 6096.737793
	Iteration 164Q: 3 clusters Score -2.528167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215061 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -25281668.000000 Penalty: 6096.737793
	Iteration 165Q: 3 clusters Score -2.528167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215065 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -25281682.000000 Penalty: 6096.737793
	Iteration 166Q: 3 clusters Score -2.528168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215067 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -25281672.000000 Penalty: 6096.737793
	Iteration 167Q: 3 clusters Score -2.528167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215067 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -25281672.000000 Penalty: 6096.737793
	Iteration 168F: 3 clusters Score -2.528167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -24731.664062 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -24731.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23518.462891 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -23518.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23571.656250 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -23571.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23579.289062 Penalty: 2714.246094
	Iteration 2Q: 3 clusters Score -23579.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23582.167969 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -23582.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23589.537109 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -23589.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23589.537109 Penalty: 2714.246094
	Iteration 5F: 3 clusters Score -23589.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Entering Unmasked Estep 
Score: -1774749.000000 Penalty: 2384.802246
	Iteration 0F: 2 clusters Score -1774749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1763910.125000 Penalty: 4769.604492
	Iteration 0F: 3 clusters Score -1763910 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1767136.375000 Penalty: 4769.604492
	Iteration 1F: 3 clusters Score -1767136 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1767458.500000 Penalty: 4769.604492
	Iteration 2F: 3 clusters Score -1767458 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1767689.125000 Penalty: 4769.604492
	Iteration 3Q: 3 clusters Score -1767689 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1767904.875000 Penalty: 4769.604492
	Iteration 4Q: 3 clusters Score -1767905 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1768067.625000 Penalty: 4769.604492
	Iteration 5Q: 3 clusters Score -1768068 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1768238.750000 Penalty: 4769.604492
	Iteration 6Q: 3 clusters Score -1768239 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1768423.875000 Penalty: 4769.604492
	Iteration 7Q: 3 clusters Score -1768424 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1768576.500000 Penalty: 4769.604492
	Iteration 8Q: 3 clusters Score -1768576 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1768711.375000 Penalty: 4769.604492
	Iteration 9Q: 3 clusters Score -1768711 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1768852.250000 Penalty: 4769.604492
	Iteration 10Q: 3 clusters Score -1768852 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1769018.750000 Penalty: 4769.604492
	Iteration 11Q: 3 clusters Score -1769019 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1769225.875000 Penalty: 4769.604492
	Iteration 12Q: 3 clusters Score -1769226 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1769483.875000 Penalty: 4769.604492
	Iteration 13Q: 3 clusters Score -1769484 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1769749.875000 Penalty: 4769.604492
	Iteration 14Q: 3 clusters Score -1769750 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1770027.250000 Penalty: 4769.604492
	Iteration 15Q: 3 clusters Score -1770027 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1770311.000000 Penalty: 4769.604492
	Iteration 16Q: 3 clusters Score -1770311 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1770571.000000 Penalty: 4769.604492
	Iteration 17Q: 3 clusters Score -1770571 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1770809.000000 Penalty: 4769.604492
	Iteration 18Q: 3 clusters Score -1770809 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1770966.750000 Penalty: 4769.604492
	Iteration 19Q: 3 clusters Score -1770967 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1771083.125000 Penalty: 4769.604492
	Iteration 20F: 3 clusters Score -1771083 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1771167.250000 Penalty: 4769.604492
	Iteration 21Q: 3 clusters Score -1771167 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1771218.750000 Penalty: 4769.604492
	Iteration 22Q: 3 clusters Score -1771219 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1771258.125000 Penalty: 4769.604492
	Iteration 23Q: 3 clusters Score -1771258 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1771295.375000 Penalty: 4769.604492
	Iteration 24Q: 3 clusters Score -1771295 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1771314.875000 Penalty: 4769.604492
	Iteration 25Q: 3 clusters Score -1771315 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1771330.500000 Penalty: 4769.604492
	Iteration 26Q: 3 clusters Score -1771330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1771340.250000 Penalty: 4769.604492
	Iteration 27Q: 3 clusters Score -1771340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1771349.375000 Penalty: 4769.604492
	Iteration 28Q: 3 clusters Score -1771349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1771357.375000 Penalty: 4769.604492
	Iteration 29Q: 3 clusters Score -1771357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1771365.250000 Penalty: 4769.604492
	Iteration 30Q: 3 clusters Score -1771365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1771371.875000 Penalty: 4769.604492
	Iteration 31Q: 3 clusters Score -1771372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1771386.875000 Penalty: 4769.604492
	Iteration 32Q: 3 clusters Score -1771387 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1771395.375000 Penalty: 4769.604492
	Iteration 33Q: 3 clusters Score -1771395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1771407.625000 Penalty: 4769.604492
	Iteration 34Q: 3 clusters Score -1771408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1771410.125000 Penalty: 4769.604492
	Iteration 35Q: 3 clusters Score -1771410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1771419.125000 Penalty: 4769.604492
	Iteration 36Q: 3 clusters Score -1771419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1771424.875000 Penalty: 4769.604492
	Iteration 37Q: 3 clusters Score -1771425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1771423.375000 Penalty: 4769.604492
	Iteration 38Q: 3 clusters Score -1771423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1771429.250000 Penalty: 4769.604492
	Iteration 39Q: 3 clusters Score -1771429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1771428.250000 Penalty: 4769.604492
	Iteration 40F: 3 clusters Score -1771428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1771436.875000 Penalty: 4769.604492
	Iteration 41Q: 3 clusters Score -1771437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1771440.125000 Penalty: 4769.604492
	Iteration 42Q: 3 clusters Score -1771440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1771448.875000 Penalty: 4769.604492
	Iteration 43Q: 3 clusters Score -1771449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1771457.875000 Penalty: 4769.604492
	Iteration 44Q: 3 clusters Score -1771458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1771463.750000 Penalty: 4769.604492
	Iteration 45Q: 3 clusters Score -1771464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1771465.375000 Penalty: 4769.604492
	Iteration 46Q: 3 clusters Score -1771465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1771473.500000 Penalty: 4769.604492
	Iteration 47Q: 3 clusters Score -1771474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1771487.750000 Penalty: 4769.604492
	Iteration 48Q: 3 clusters Score -1771488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1771493.125000 Penalty: 4769.604492
	Iteration 49Q: 3 clusters Score -1771493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1771495.875000 Penalty: 4769.604492
	Iteration 50Q: 3 clusters Score -1771496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1771499.000000 Penalty: 4769.604492
	Iteration 51Q: 3 clusters Score -1771499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1771501.125000 Penalty: 4769.604492
	Iteration 52Q: 3 clusters Score -1771501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1771500.750000 Penalty: 4769.604492
	Iteration 53Q: 3 clusters Score -1771501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1771507.000000 Penalty: 4769.604492
	Iteration 54Q: 3 clusters Score -1771507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1771515.250000 Penalty: 4769.604492
	Iteration 55Q: 3 clusters Score -1771515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1771517.625000 Penalty: 4769.604492
	Iteration 56Q: 3 clusters Score -1771518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1771521.375000 Penalty: 4769.604492
	Iteration 57Q: 3 clusters Score -1771521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1771531.500000 Penalty: 4769.604492
	Iteration 58Q: 3 clusters Score -1771532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1771539.500000 Penalty: 4769.604492
	Iteration 59Q: 3 clusters Score -1771540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1771545.250000 Penalty: 4769.604492
	Iteration 60F: 3 clusters Score -1771545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1771547.375000 Penalty: 4769.604492
	Iteration 61Q: 3 clusters Score -1771547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1771553.125000 Penalty: 4769.604492
	Iteration 62Q: 3 clusters Score -1771553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1771559.375000 Penalty: 4769.604492
	Iteration 63Q: 3 clusters Score -1771559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1771569.750000 Penalty: 4769.604492
	Iteration 64Q: 3 clusters Score -1771570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1771579.000000 Penalty: 4769.604492
	Iteration 65Q: 3 clusters Score -1771579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1771596.875000 Penalty: 4769.604492
	Iteration 66Q: 3 clusters Score -1771597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1771605.500000 Penalty: 4769.604492
	Iteration 67Q: 3 clusters Score -1771606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1771616.375000 Penalty: 4769.604492
	Iteration 68Q: 3 clusters Score -1771616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1771633.625000 Penalty: 4769.604492
	Iteration 69Q: 3 clusters Score -1771634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1771640.000000 Penalty: 4769.604492
	Iteration 70Q: 3 clusters Score -1771640 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1771654.125000 Penalty: 4769.604492
	Iteration 71Q: 3 clusters Score -1771654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1771665.250000 Penalty: 4769.604492
	Iteration 72Q: 3 clusters Score -1771665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1771674.625000 Penalty: 4769.604492
	Iteration 73Q: 3 clusters Score -1771675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1771684.250000 Penalty: 4769.604492
	Iteration 74Q: 3 clusters Score -1771684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1771689.875000 Penalty: 4769.604492
	Iteration 75Q: 3 clusters Score -1771690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1771700.000000 Penalty: 4769.604492
	Iteration 76Q: 3 clusters Score -1771700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1771711.125000 Penalty: 4769.604492
	Iteration 77Q: 3 clusters Score -1771711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1771724.375000 Penalty: 4769.604492
	Iteration 78Q: 3 clusters Score -1771724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1771734.000000 Penalty: 4769.604492
	Iteration 79Q: 3 clusters Score -1771734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1771741.125000 Penalty: 4769.604492
	Iteration 80F: 3 clusters Score -1771741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1771750.250000 Penalty: 4769.604492
	Iteration 81Q: 3 clusters Score -1771750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1771754.750000 Penalty: 4769.604492
	Iteration 82Q: 3 clusters Score -1771755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1771764.125000 Penalty: 4769.604492
	Iteration 83Q: 3 clusters Score -1771764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1771774.500000 Penalty: 4769.604492
	Iteration 84Q: 3 clusters Score -1771774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1771782.125000 Penalty: 4769.604492
	Iteration 85Q: 3 clusters Score -1771782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1771783.000000 Penalty: 4769.604492
	Iteration 86Q: 3 clusters Score -1771783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1771790.500000 Penalty: 4769.604492
	Iteration 87Q: 3 clusters Score -1771790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1771793.375000 Penalty: 4769.604492
	Iteration 88Q: 3 clusters Score -1771793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1771800.500000 Penalty: 4769.604492
	Iteration 89Q: 3 clusters Score -1771800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1771805.000000 Penalty: 4769.604492
	Iteration 90Q: 3 clusters Score -1771805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1771809.500000 Penalty: 4769.604492
	Iteration 91Q: 3 clusters Score -1771810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1771810.625000 Penalty: 4769.604492
	Iteration 92Q: 3 clusters Score -1771811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1771816.375000 Penalty: 4769.604492
	Iteration 93Q: 3 clusters Score -1771816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1771825.250000 Penalty: 4769.604492
	Iteration 94Q: 3 clusters Score -1771825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1771828.875000 Penalty: 4769.604492
	Iteration 95Q: 3 clusters Score -1771829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1771834.375000 Penalty: 4769.604492
	Iteration 96Q: 3 clusters Score -1771834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1771836.375000 Penalty: 4769.604492
	Iteration 97Q: 3 clusters Score -1771836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1771843.000000 Penalty: 4769.604492
	Iteration 98Q: 3 clusters Score -1771843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1771849.000000 Penalty: 4769.604492
	Iteration 99Q: 3 clusters Score -1771849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1771852.125000 Penalty: 4769.604492
	Iteration 100F: 3 clusters Score -1771852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1771863.875000 Penalty: 4769.604492
	Iteration 101Q: 3 clusters Score -1771864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1771870.875000 Penalty: 4769.604492
	Iteration 102Q: 3 clusters Score -1771871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1771883.000000 Penalty: 4769.604492
	Iteration 103Q: 3 clusters Score -1771883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1771889.500000 Penalty: 4769.604492
	Iteration 104Q: 3 clusters Score -1771890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1771897.000000 Penalty: 4769.604492
	Iteration 105Q: 3 clusters Score -1771897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1771894.375000 Penalty: 4769.604492
	Iteration 106Q: 3 clusters Score -1771894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1771904.250000 Penalty: 4769.604492
	Iteration 107Q: 3 clusters Score -1771904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1771911.500000 Penalty: 4769.604492
	Iteration 108Q: 3 clusters Score -1771912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1771920.500000 Penalty: 4769.604492
	Iteration 109Q: 3 clusters Score -1771920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1771932.125000 Penalty: 4769.604492
	Iteration 110Q: 3 clusters Score -1771932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1771942.500000 Penalty: 4769.604492
	Iteration 111Q: 3 clusters Score -1771942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1771955.875000 Penalty: 4769.604492
	Iteration 112Q: 3 clusters Score -1771956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1771973.875000 Penalty: 4769.604492
	Iteration 113Q: 3 clusters Score -1771974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1771996.750000 Penalty: 4769.604492
	Iteration 114Q: 3 clusters Score -1771997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1772010.750000 Penalty: 4769.604492
	Iteration 115Q: 3 clusters Score -1772011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1772024.000000 Penalty: 4769.604492
	Iteration 116Q: 3 clusters Score -1772024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1772034.500000 Penalty: 4769.604492
	Iteration 117Q: 3 clusters Score -1772034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1772052.500000 Penalty: 4769.604492
	Iteration 118Q: 3 clusters Score -1772052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1772063.875000 Penalty: 4769.604492
	Iteration 119Q: 3 clusters Score -1772064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1772084.625000 Penalty: 4769.604492
	Iteration 120F: 3 clusters Score -1772085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1772100.500000 Penalty: 4769.604492
	Iteration 121Q: 3 clusters Score -1772100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1772116.875000 Penalty: 4769.604492
	Iteration 122Q: 3 clusters Score -1772117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1772131.375000 Penalty: 4769.604492
	Iteration 123Q: 3 clusters Score -1772131 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1772147.500000 Penalty: 4769.604492
	Iteration 124Q: 3 clusters Score -1772148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1772168.625000 Penalty: 4769.604492
	Iteration 125Q: 3 clusters Score -1772169 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1772194.375000 Penalty: 4769.604492
	Iteration 126Q: 3 clusters Score -1772194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1772216.500000 Penalty: 4769.604492
	Iteration 127Q: 3 clusters Score -1772216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1772243.500000 Penalty: 4769.604492
	Iteration 128Q: 3 clusters Score -1772244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1772267.625000 Penalty: 4769.604492
	Iteration 129Q: 3 clusters Score -1772268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1772297.375000 Penalty: 4769.604492
	Iteration 130Q: 3 clusters Score -1772297 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1772319.000000 Penalty: 4769.604492
	Iteration 131Q: 3 clusters Score -1772319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1772345.625000 Penalty: 4769.604492
	Iteration 132Q: 3 clusters Score -1772346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1772376.375000 Penalty: 4769.604492
	Iteration 133Q: 3 clusters Score -1772376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1772395.000000 Penalty: 4769.604492
	Iteration 134Q: 3 clusters Score -1772395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1772415.375000 Penalty: 4769.604492
	Iteration 135Q: 3 clusters Score -1772415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1772435.875000 Penalty: 4769.604492
	Iteration 136Q: 3 clusters Score -1772436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1772449.500000 Penalty: 4769.604492
	Iteration 137Q: 3 clusters Score -1772450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1772462.375000 Penalty: 4769.604492
	Iteration 138Q: 3 clusters Score -1772462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1772473.750000 Penalty: 4769.604492
	Iteration 139Q: 3 clusters Score -1772474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1772484.875000 Penalty: 4769.604492
	Iteration 140F: 3 clusters Score -1772485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1772493.625000 Penalty: 4769.604492
	Iteration 141Q: 3 clusters Score -1772494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1772507.000000 Penalty: 4769.604492
	Iteration 142Q: 3 clusters Score -1772507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1772519.500000 Penalty: 4769.604492
	Iteration 143Q: 3 clusters Score -1772520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1772528.875000 Penalty: 4769.604492
	Iteration 144Q: 3 clusters Score -1772529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1772539.375000 Penalty: 4769.604492
	Iteration 145Q: 3 clusters Score -1772539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1772549.750000 Penalty: 4769.604492
	Iteration 146Q: 3 clusters Score -1772550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1772562.000000 Penalty: 4769.604492
	Iteration 147Q: 3 clusters Score -1772562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1772574.125000 Penalty: 4769.604492
	Iteration 148Q: 3 clusters Score -1772574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1772586.875000 Penalty: 4769.604492
	Iteration 149Q: 3 clusters Score -1772587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1772599.750000 Penalty: 4769.604492
	Iteration 150Q: 3 clusters Score -1772600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1772608.125000 Penalty: 4769.604492
	Iteration 151Q: 3 clusters Score -1772608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1772616.375000 Penalty: 4769.604492
	Iteration 152Q: 3 clusters Score -1772616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1772625.500000 Penalty: 4769.604492
	Iteration 153Q: 3 clusters Score -1772626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1772639.750000 Penalty: 4769.604492
	Iteration 154Q: 3 clusters Score -1772640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1772647.250000 Penalty: 4769.604492
	Iteration 155Q: 3 clusters Score -1772647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1772662.750000 Penalty: 4769.604492
	Iteration 156Q: 3 clusters Score -1772663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1772672.500000 Penalty: 4769.604492
	Iteration 157Q: 3 clusters Score -1772672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1772681.000000 Penalty: 4769.604492
	Iteration 158Q: 3 clusters Score -1772681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1772687.125000 Penalty: 4769.604492
	Iteration 159Q: 3 clusters Score -1772687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1772692.125000 Penalty: 4769.604492
	Iteration 160F: 3 clusters Score -1772692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1772691.875000 Penalty: 4769.604492
	Iteration 161Q: 3 clusters Score -1772692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1772696.625000 Penalty: 4769.604492
	Iteration 162Q: 3 clusters Score -1772697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1772704.250000 Penalty: 4769.604492
	Iteration 163Q: 3 clusters Score -1772704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1772705.125000 Penalty: 4769.604492
	Iteration 164Q: 3 clusters Score -1772705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1772711.375000 Penalty: 4769.604492
	Iteration 165Q: 3 clusters Score -1772711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1772712.875000 Penalty: 4769.604492
	Iteration 166Q: 3 clusters Score -1772713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1772720.375000 Penalty: 4769.604492
	Iteration 167Q: 3 clusters Score -1772720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1772722.625000 Penalty: 4769.604492
	Iteration 168Q: 3 clusters Score -1772723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1772724.250000 Penalty: 4769.604492
	Iteration 169Q: 3 clusters Score -1772724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1772724.250000 Penalty: 4769.604492
	Iteration 170F: 3 clusters Score -1772724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Entering Unmasked Estep 
Score: -2192942.500000 Penalty: 2437.092041
	Iteration 0F: 2 clusters Score -2192942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2179763.750000 Penalty: 4874.184082
	Iteration 0F: 3 clusters Score -2179764 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2184109.000000 Penalty: 4874.184082
	Iteration 1F: 3 clusters Score -2184109 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2184446.750000 Penalty: 4874.184082
	Iteration 2F: 3 clusters Score -2184447 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2184786.250000 Penalty: 4874.184082
	Iteration 3Q: 3 clusters Score -2184786 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2185154.500000 Penalty: 4874.184082
	Iteration 4Q: 3 clusters Score -2185154 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2185527.000000 Penalty: 4874.184082
	Iteration 5Q: 3 clusters Score -2185527 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2185937.000000 Penalty: 4874.184082
	Iteration 6Q: 3 clusters Score -2185937 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2186348.000000 Penalty: 4874.184082
	Iteration 7Q: 3 clusters Score -2186348 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2186757.500000 Penalty: 4874.184082
	Iteration 8Q: 3 clusters Score -2186758 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2187199.500000 Penalty: 4874.184082
	Iteration 9Q: 3 clusters Score -2187200 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2187678.000000 Penalty: 4874.184082
	Iteration 10Q: 3 clusters Score -2187678 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2188155.250000 Penalty: 4874.184082
	Iteration 11Q: 3 clusters Score -2188155 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2188599.250000 Penalty: 4874.184082
	Iteration 12Q: 3 clusters Score -2188599 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2189015.500000 Penalty: 4874.184082
	Iteration 13Q: 3 clusters Score -2189016 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2189317.500000 Penalty: 4874.184082
	Iteration 14Q: 3 clusters Score -2189318 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2189501.500000 Penalty: 4874.184082
	Iteration 15Q: 3 clusters Score -2189502 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2189585.000000 Penalty: 4874.184082
	Iteration 16Q: 3 clusters Score -2189585 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2189616.250000 Penalty: 4874.184082
	Iteration 17Q: 3 clusters Score -2189616 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2189640.250000 Penalty: 4874.184082
	Iteration 18Q: 3 clusters Score -2189640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2189661.500000 Penalty: 4874.184082
	Iteration 19Q: 3 clusters Score -2189662 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2189674.250000 Penalty: 4874.184082
	Iteration 20F: 3 clusters Score -2189674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2189678.500000 Penalty: 4874.184082
	Iteration 21Q: 3 clusters Score -2189678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2189687.250000 Penalty: 4874.184082
	Iteration 22Q: 3 clusters Score -2189687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2189693.500000 Penalty: 4874.184082
	Iteration 23Q: 3 clusters Score -2189694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2189692.500000 Penalty: 4874.184082
	Iteration 24Q: 3 clusters Score -2189692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2189703.500000 Penalty: 4874.184082
	Iteration 25Q: 3 clusters Score -2189704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2189706.000000 Penalty: 4874.184082
	Iteration 26Q: 3 clusters Score -2189706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2189708.750000 Penalty: 4874.184082
	Iteration 27Q: 3 clusters Score -2189709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2189703.000000 Penalty: 4874.184082
	Iteration 28Q: 3 clusters Score -2189703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2189704.750000 Penalty: 4874.184082
	Iteration 29Q: 3 clusters Score -2189705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2189707.750000 Penalty: 4874.184082
	Iteration 30Q: 3 clusters Score -2189708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2189712.250000 Penalty: 4874.184082
	Iteration 31Q: 3 clusters Score -2189712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2189711.500000 Penalty: 4874.184082
	Iteration 32Q: 3 clusters Score -2189712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2189715.000000 Penalty: 4874.184082
	Iteration 33Q: 3 clusters Score -2189715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2189715.500000 Penalty: 4874.184082
	Iteration 34Q: 3 clusters Score -2189716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2189718.250000 Penalty: 4874.184082
	Iteration 35Q: 3 clusters Score -2189718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2189721.000000 Penalty: 4874.184082
	Iteration 36Q: 3 clusters Score -2189721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2189718.500000 Penalty: 4874.184082
	Iteration 37Q: 3 clusters Score -2189718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2189718.500000 Penalty: 4874.184082
	Iteration 38Q: 3 clusters Score -2189718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2189721.750000 Penalty: 4874.184082
	Iteration 39Q: 3 clusters Score -2189722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2189725.250000 Penalty: 4874.184082
	Iteration 40F: 3 clusters Score -2189725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2189724.250000 Penalty: 4874.184082
	Iteration 41Q: 3 clusters Score -2189724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2189724.500000 Penalty: 4874.184082
	Iteration 42Q: 3 clusters Score -2189724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2189726.500000 Penalty: 4874.184082
	Iteration 43Q: 3 clusters Score -2189726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2189727.500000 Penalty: 4874.184082
	Iteration 44Q: 3 clusters Score -2189728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2189726.250000 Penalty: 4874.184082
	Iteration 45Q: 3 clusters Score -2189726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2189730.250000 Penalty: 4874.184082
	Iteration 46Q: 3 clusters Score -2189730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2189727.750000 Penalty: 4874.184082
	Iteration 47Q: 3 clusters Score -2189728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2189731.250000 Penalty: 4874.184082
	Iteration 48Q: 3 clusters Score -2189731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2189728.250000 Penalty: 4874.184082
	Iteration 49Q: 3 clusters Score -2189728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2189727.750000 Penalty: 4874.184082
	Iteration 50Q: 3 clusters Score -2189728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2189727.000000 Penalty: 4874.184082
	Iteration 51Q: 3 clusters Score -2189727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2189729.250000 Penalty: 4874.184082
	Iteration 52Q: 3 clusters Score -2189729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2189727.500000 Penalty: 4874.184082
	Iteration 53Q: 3 clusters Score -2189728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2189728.250000 Penalty: 4874.184082
	Iteration 54Q: 3 clusters Score -2189728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2189730.750000 Penalty: 4874.184082
	Iteration 55Q: 3 clusters Score -2189731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2189730.500000 Penalty: 4874.184082
	Iteration 56Q: 3 clusters Score -2189730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2189731.500000 Penalty: 4874.184082
	Iteration 57Q: 3 clusters Score -2189732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2189731.500000 Penalty: 4874.184082
	Iteration 58Q: 3 clusters Score -2189732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2189731.500000 Penalty: 4874.184082
	Iteration 59Q: 3 clusters Score -2189732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2189732.500000 Penalty: 4874.184082
	Iteration 60F: 3 clusters Score -2189732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2189733.750000 Penalty: 4874.184082
	Iteration 61Q: 3 clusters Score -2189734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2189734.000000 Penalty: 4874.184082
	Iteration 62Q: 3 clusters Score -2189734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2189734.250000 Penalty: 4874.184082
	Iteration 63Q: 3 clusters Score -2189734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2189734.250000 Penalty: 4874.184082
	Iteration 64Q: 3 clusters Score -2189734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2189734.000000 Penalty: 4874.184082
	Iteration 65Q: 3 clusters Score -2189734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2189735.250000 Penalty: 4874.184082
	Iteration 66Q: 3 clusters Score -2189735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2189736.250000 Penalty: 4874.184082
	Iteration 67Q: 3 clusters Score -2189736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2189736.250000 Penalty: 4874.184082
	Iteration 68F: 3 clusters Score -2189736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -80297.132812 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -80297.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78534.109375 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -78534.11 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78783.414062 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -78783.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78879.656250 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -78879.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78958.164062 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -78958.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79002.132812 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -79002.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79019.382812 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -79019.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79042.445312 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -79042.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79057.015625 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -79057.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79066.007812 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -79066.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79078.312500 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -79078.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79081.554688 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -79081.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79085.203125 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -79085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79089.773438 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -79089.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79091.085938 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -79091.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79091.085938 Penalty: 3276.898682
	Iteration 14F: 3 clusters Score -79091.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -130620.898438 Penalty: 1771.421265
	Iteration 0F: 2 clusters Score -130620.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128790.648438 Penalty: 3542.842529
	Iteration 0F: 3 clusters Score -128790.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -129361.054688 Penalty: 3542.842529
	Iteration 1F: 3 clusters Score -129361.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -129600.960938 Penalty: 3542.842529
	Iteration 2F: 3 clusters Score -129601 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -129743.554688 Penalty: 3542.842529
	Iteration 3F: 3 clusters Score -129743.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -129822.148438 Penalty: 3542.842529
	Iteration 4Q: 3 clusters Score -129822.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -129870.593750 Penalty: 3542.842529
	Iteration 5Q: 3 clusters Score -129870.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -129912.507812 Penalty: 3542.842529
	Iteration 6Q: 3 clusters Score -129912.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -129933.414062 Penalty: 3542.842529
	Iteration 7Q: 3 clusters Score -129933.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -129946.695312 Penalty: 3542.842529
	Iteration 8Q: 3 clusters Score -129946.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -129955.273438 Penalty: 3542.842529
	Iteration 9Q: 3 clusters Score -129955.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -129958.289062 Penalty: 3542.842529
	Iteration 10Q: 3 clusters Score -129958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -129959.382812 Penalty: 3542.842529
	Iteration 11Q: 3 clusters Score -129959.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -129959.570312 Penalty: 3542.842529
	Iteration 12F: 3 clusters Score -129959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -129997.546875 Penalty: 3542.842529
	Iteration 13Q: 3 clusters Score -129997.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -130008.585938 Penalty: 3542.842529
	Iteration 14Q: 3 clusters Score -130008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -130013.515625 Penalty: 3542.842529
	Iteration 15Q: 3 clusters Score -130013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -130013.515625 Penalty: 3542.842529
	Iteration 16F: 3 clusters Score -130013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Entering Unmasked Estep 
Score: -998197.500000 Penalty: 2241.278809
	Iteration 0F: 2 clusters Score -998197.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -991485.687500 Penalty: 4482.557617
	Iteration 0F: 3 clusters Score -991485.7 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -993340.500000 Penalty: 4482.557617
	Iteration 1F: 3 clusters Score -993340.5 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -993616.437500 Penalty: 4482.557617
	Iteration 2F: 3 clusters Score -993616.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -993785.000000 Penalty: 4482.557617
	Iteration 3Q: 3 clusters Score -993785 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -993932.312500 Penalty: 4482.557617
	Iteration 4Q: 3 clusters Score -993932.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -994044.750000 Penalty: 4482.557617
	Iteration 5Q: 3 clusters Score -994044.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -994165.625000 Penalty: 4482.557617
	Iteration 6Q: 3 clusters Score -994165.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -994291.812500 Penalty: 4482.557617
	Iteration 7Q: 3 clusters Score -994291.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -994431.062500 Penalty: 4482.557617
	Iteration 8Q: 3 clusters Score -994431.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -994609.187500 Penalty: 4482.557617
	Iteration 9Q: 3 clusters Score -994609.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -994786.812500 Penalty: 4482.557617
	Iteration 10Q: 3 clusters Score -994786.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -994972.687500 Penalty: 4482.557617
	Iteration 11Q: 3 clusters Score -994972.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -995148.875000 Penalty: 4482.557617
	Iteration 12Q: 3 clusters Score -995148.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -995323.125000 Penalty: 4482.557617
	Iteration 13Q: 3 clusters Score -995323.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -995498.187500 Penalty: 4482.557617
	Iteration 14Q: 3 clusters Score -995498.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -995645.312500 Penalty: 4482.557617
	Iteration 15Q: 3 clusters Score -995645.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -995792.437500 Penalty: 4482.557617
	Iteration 16Q: 3 clusters Score -995792.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -995910.562500 Penalty: 4482.557617
	Iteration 17Q: 3 clusters Score -995910.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -996019.812500 Penalty: 4482.557617
	Iteration 18Q: 3 clusters Score -996019.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -996090.437500 Penalty: 4482.557617
	Iteration 19Q: 3 clusters Score -996090.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -996145.625000 Penalty: 4482.557617
	Iteration 20F: 3 clusters Score -996145.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -996182.187500 Penalty: 4482.557617
	Iteration 21Q: 3 clusters Score -996182.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -996208.687500 Penalty: 4482.557617
	Iteration 22Q: 3 clusters Score -996208.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -996228.875000 Penalty: 4482.557617
	Iteration 23Q: 3 clusters Score -996228.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -996238.312500 Penalty: 4482.557617
	Iteration 24Q: 3 clusters Score -996238.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -996253.812500 Penalty: 4482.557617
	Iteration 25Q: 3 clusters Score -996253.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -996267.437500 Penalty: 4482.557617
	Iteration 26Q: 3 clusters Score -996267.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -996278.687500 Penalty: 4482.557617
	Iteration 27Q: 3 clusters Score -996278.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -996285.750000 Penalty: 4482.557617
	Iteration 28Q: 3 clusters Score -996285.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -996293.062500 Penalty: 4482.557617
	Iteration 29Q: 3 clusters Score -996293.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -996296.250000 Penalty: 4482.557617
	Iteration 30Q: 3 clusters Score -996296.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -996302.625000 Penalty: 4482.557617
	Iteration 31Q: 3 clusters Score -996302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -996304.812500 Penalty: 4482.557617
	Iteration 32Q: 3 clusters Score -996304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -996304.812500 Penalty: 4482.557617
	Iteration 33Q: 3 clusters Score -996304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -996307.000000 Penalty: 4482.557617
	Iteration 34Q: 3 clusters Score -996307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -996306.937500 Penalty: 4482.557617
	Iteration 35Q: 3 clusters Score -996306.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -996306.937500 Penalty: 4482.557617
	Iteration 36F: 3 clusters Score -996306.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -435235.062500 Penalty: 2041.579102
	Iteration 0F: 2 clusters Score -435235.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -431501.187500 Penalty: 4083.158203
	Iteration 0F: 3 clusters Score -431501.2 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -432284.031250 Penalty: 4083.158203
	Iteration 1F: 3 clusters Score -432284 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -432462.406250 Penalty: 4083.158203
	Iteration 2F: 3 clusters Score -432462.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -432577.656250 Penalty: 4083.158203
	Iteration 3F: 3 clusters Score -432577.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -432657.468750 Penalty: 4083.158203
	Iteration 4Q: 3 clusters Score -432657.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -432713.312500 Penalty: 4083.158203
	Iteration 5Q: 3 clusters Score -432713.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -432761.906250 Penalty: 4083.158203
	Iteration 6Q: 3 clusters Score -432761.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -432790.343750 Penalty: 4083.158203
	Iteration 7Q: 3 clusters Score -432790.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -432819.031250 Penalty: 4083.158203
	Iteration 8Q: 3 clusters Score -432819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -432841.500000 Penalty: 4083.158203
	Iteration 9Q: 3 clusters Score -432841.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -432859.843750 Penalty: 4083.158203
	Iteration 10Q: 3 clusters Score -432859.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -432871.218750 Penalty: 4083.158203
	Iteration 11Q: 3 clusters Score -432871.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -432883.031250 Penalty: 4083.158203
	Iteration 12Q: 3 clusters Score -432883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -432889.906250 Penalty: 4083.158203
	Iteration 13Q: 3 clusters Score -432889.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -432895.093750 Penalty: 4083.158203
	Iteration 14Q: 3 clusters Score -432895.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -432900.593750 Penalty: 4083.158203
	Iteration 15Q: 3 clusters Score -432900.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -432904.687500 Penalty: 4083.158203
	Iteration 16Q: 3 clusters Score -432904.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -432914.437500 Penalty: 4083.158203
	Iteration 17Q: 3 clusters Score -432914.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -432920.562500 Penalty: 4083.158203
	Iteration 18Q: 3 clusters Score -432920.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -432928.343750 Penalty: 4083.158203
	Iteration 19Q: 3 clusters Score -432928.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -432932.468750 Penalty: 4083.158203
	Iteration 20F: 3 clusters Score -432932.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -432936.718750 Penalty: 4083.158203
	Iteration 21Q: 3 clusters Score -432936.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -432940.968750 Penalty: 4083.158203
	Iteration 22Q: 3 clusters Score -432941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -432944.812500 Penalty: 4083.158203
	Iteration 23Q: 3 clusters Score -432944.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -432946.968750 Penalty: 4083.158203
	Iteration 24Q: 3 clusters Score -432947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -432951.843750 Penalty: 4083.158203
	Iteration 25Q: 3 clusters Score -432951.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -432959.281250 Penalty: 4083.158203
	Iteration 26Q: 3 clusters Score -432959.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -432962.437500 Penalty: 4083.158203
	Iteration 27Q: 3 clusters Score -432962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -432966.968750 Penalty: 4083.158203
	Iteration 28Q: 3 clusters Score -432967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -432971.187500 Penalty: 4083.158203
	Iteration 29Q: 3 clusters Score -432971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -432976.625000 Penalty: 4083.158203
	Iteration 30Q: 3 clusters Score -432976.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -432981.343750 Penalty: 4083.158203
	Iteration 31Q: 3 clusters Score -432981.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -432985.093750 Penalty: 4083.158203
	Iteration 32Q: 3 clusters Score -432985.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -432987.531250 Penalty: 4083.158203
	Iteration 33Q: 3 clusters Score -432987.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -432989.062500 Penalty: 4083.158203
	Iteration 34Q: 3 clusters Score -432989.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -432991.125000 Penalty: 4083.158203
	Iteration 35Q: 3 clusters Score -432991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -432992.187500 Penalty: 4083.158203
	Iteration 36Q: 3 clusters Score -432992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -432993.531250 Penalty: 4083.158203
	Iteration 37Q: 3 clusters Score -432993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -432993.750000 Penalty: 4083.158203
	Iteration 38Q: 3 clusters Score -432993.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -432995.812500 Penalty: 4083.158203
	Iteration 39Q: 3 clusters Score -432995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -432996.500000 Penalty: 4083.158203
	Iteration 40F: 3 clusters Score -432996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -432997.281250 Penalty: 4083.158203
	Iteration 41Q: 3 clusters Score -432997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -432997.687500 Penalty: 4083.158203
	Iteration 42Q: 3 clusters Score -432997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -432997.906250 Penalty: 4083.158203
	Iteration 43Q: 3 clusters Score -432997.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -432998.468750 Penalty: 4083.158203
	Iteration 44Q: 3 clusters Score -432998.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -432999.218750 Penalty: 4083.158203
	Iteration 45Q: 3 clusters Score -432999.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -433000.375000 Penalty: 4083.158203
	Iteration 46Q: 3 clusters Score -433000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -433001.468750 Penalty: 4083.158203
	Iteration 47Q: 3 clusters Score -433001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -433003.218750 Penalty: 4083.158203
	Iteration 48Q: 3 clusters Score -433003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -433004.593750 Penalty: 4083.158203
	Iteration 49Q: 3 clusters Score -433004.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -433008.718750 Penalty: 4083.158203
	Iteration 50Q: 3 clusters Score -433008.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -433010.500000 Penalty: 4083.158203
	Iteration 51Q: 3 clusters Score -433010.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -433011.718750 Penalty: 4083.158203
	Iteration 52Q: 3 clusters Score -433011.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -433014.656250 Penalty: 4083.158203
	Iteration 53Q: 3 clusters Score -433014.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -433016.500000 Penalty: 4083.158203
	Iteration 54Q: 3 clusters Score -433016.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -433019.968750 Penalty: 4083.158203
	Iteration 55Q: 3 clusters Score -433020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -433022.843750 Penalty: 4083.158203
	Iteration 56Q: 3 clusters Score -433022.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -433027.500000 Penalty: 4083.158203
	Iteration 57Q: 3 clusters Score -433027.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -433028.312500 Penalty: 4083.158203
	Iteration 58Q: 3 clusters Score -433028.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -433030.125000 Penalty: 4083.158203
	Iteration 59Q: 3 clusters Score -433030.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -433031.656250 Penalty: 4083.158203
	Iteration 60F: 3 clusters Score -433031.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -433034.937500 Penalty: 4083.158203
	Iteration 61Q: 3 clusters Score -433034.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -433037.875000 Penalty: 4083.158203
	Iteration 62Q: 3 clusters Score -433037.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -433041.312500 Penalty: 4083.158203
	Iteration 63Q: 3 clusters Score -433041.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -433044.093750 Penalty: 4083.158203
	Iteration 64Q: 3 clusters Score -433044.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -433046.781250 Penalty: 4083.158203
	Iteration 65Q: 3 clusters Score -433046.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -433050.437500 Penalty: 4083.158203
	Iteration 66Q: 3 clusters Score -433050.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -433051.218750 Penalty: 4083.158203
	Iteration 67Q: 3 clusters Score -433051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -433053.218750 Penalty: 4083.158203
	Iteration 68Q: 3 clusters Score -433053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -433054.562500 Penalty: 4083.158203
	Iteration 69Q: 3 clusters Score -433054.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -433055.312500 Penalty: 4083.158203
	Iteration 70Q: 3 clusters Score -433055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -433057.343750 Penalty: 4083.158203
	Iteration 71Q: 3 clusters Score -433057.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -433058.562500 Penalty: 4083.158203
	Iteration 72Q: 3 clusters Score -433058.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -433059.312500 Penalty: 4083.158203
	Iteration 73Q: 3 clusters Score -433059.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -433059.312500 Penalty: 4083.158203
	Iteration 74F: 3 clusters Score -433059.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159736 members 
Entering Unmasked Estep 
Score: -18557168.000000 Penalty: 2971.356934
	Iteration 0F: 2 clusters Score -1.855717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80027 members 
Mstep: Class 2 contains 79709 members 
Entering Unmasked Estep 
Score: -18451016.000000 Penalty: 5942.713867
	Iteration 0F: 3 clusters Score -1.845102e+07 nChanged 76410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -18495312.000000 Penalty: 5942.713867
	Iteration 1F: 3 clusters Score -1.849531e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 74960 members 
Entering Unmasked Estep 
Score: -18497072.000000 Penalty: 5942.713867
	Iteration 2Q: 3 clusters Score -1.849707e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -18499490.000000 Penalty: 5942.713867
	Iteration 3Q: 3 clusters Score -1.849949e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90391 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -18502782.000000 Penalty: 5942.713867
	Iteration 4Q: 3 clusters Score -1.850278e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94763 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -18507638.000000 Penalty: 5942.713867
	Iteration 5F: 3 clusters Score -1.850764e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -18513978.000000 Penalty: 5942.713867
	Iteration 6F: 3 clusters Score -1.851398e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106245 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -18521112.000000 Penalty: 5942.713867
	Iteration 7F: 3 clusters Score -1.852111e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112136 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -18528374.000000 Penalty: 5942.713867
	Iteration 8F: 3 clusters Score -1.852837e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117170 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -18533988.000000 Penalty: 5942.713867
	Iteration 9F: 3 clusters Score -1.853399e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121476 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -18537770.000000 Penalty: 5942.713867
	Iteration 10Q: 3 clusters Score -1.853777e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125094 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -18540080.000000 Penalty: 5942.713867
	Iteration 11Q: 3 clusters Score -1.854008e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128372 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -18541670.000000 Penalty: 5942.713867
	Iteration 12Q: 3 clusters Score -1.854167e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131477 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -18543046.000000 Penalty: 5942.713867
	Iteration 13Q: 3 clusters Score -1.854305e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134432 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -18544352.000000 Penalty: 5942.713867
	Iteration 14Q: 3 clusters Score -1.854435e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137260 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -18545456.000000 Penalty: 5942.713867
	Iteration 15Q: 3 clusters Score -1.854546e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139950 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -18546640.000000 Penalty: 5942.713867
	Iteration 16Q: 3 clusters Score -1.854664e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142562 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -18547740.000000 Penalty: 5942.713867
	Iteration 17Q: 3 clusters Score -1.854774e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144939 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -18548846.000000 Penalty: 5942.713867
	Iteration 18Q: 3 clusters Score -1.854885e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147213 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -18550082.000000 Penalty: 5942.713867
	Iteration 19Q: 3 clusters Score -1.855008e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149229 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -18551266.000000 Penalty: 5942.713867
	Iteration 20F: 3 clusters Score -1.855127e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150940 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -18552198.000000 Penalty: 5942.713867
	Iteration 21Q: 3 clusters Score -1.85522e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152337 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -18552904.000000 Penalty: 5942.713867
	Iteration 22Q: 3 clusters Score -1.85529e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153453 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -18553498.000000 Penalty: 5942.713867
	Iteration 23Q: 3 clusters Score -1.85535e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154348 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -18553960.000000 Penalty: 5942.713867
	Iteration 24Q: 3 clusters Score -1.855396e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155014 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -18554322.000000 Penalty: 5942.713867
	Iteration 25Q: 3 clusters Score -1.855432e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155516 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -18554592.000000 Penalty: 5942.713867
	Iteration 26Q: 3 clusters Score -1.855459e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155898 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -18554780.000000 Penalty: 5942.713867
	Iteration 27Q: 3 clusters Score -1.855478e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156188 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -18554902.000000 Penalty: 5942.713867
	Iteration 28Q: 3 clusters Score -1.85549e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156396 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -18554972.000000 Penalty: 5942.713867
	Iteration 29Q: 3 clusters Score -1.855497e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156558 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -18555050.000000 Penalty: 5942.713867
	Iteration 30Q: 3 clusters Score -1.855505e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156688 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -18555098.000000 Penalty: 5942.713867
	Iteration 31Q: 3 clusters Score -1.85551e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156797 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -18555110.000000 Penalty: 5942.713867
	Iteration 32Q: 3 clusters Score -1.855511e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156876 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -18555150.000000 Penalty: 5942.713867
	Iteration 33Q: 3 clusters Score -1.855515e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -18555166.000000 Penalty: 5942.713867
	Iteration 34Q: 3 clusters Score -1.855517e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157029 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -18555212.000000 Penalty: 5942.713867
	Iteration 35Q: 3 clusters Score -1.855521e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -18555220.000000 Penalty: 5942.713867
	Iteration 36Q: 3 clusters Score -1.855522e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157133 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -18555222.000000 Penalty: 5942.713867
	Iteration 37Q: 3 clusters Score -1.855522e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -18555218.000000 Penalty: 5942.713867
	Iteration 38Q: 3 clusters Score -1.855522e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157207 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -18555228.000000 Penalty: 5942.713867
	Iteration 39Q: 3 clusters Score -1.855523e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157227 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -18555236.000000 Penalty: 5942.713867
	Iteration 40F: 3 clusters Score -1.855524e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157247 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -18555240.000000 Penalty: 5942.713867
	Iteration 41Q: 3 clusters Score -1.855524e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157262 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -18555236.000000 Penalty: 5942.713867
	Iteration 42Q: 3 clusters Score -1.855524e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157283 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -18555252.000000 Penalty: 5942.713867
	Iteration 43Q: 3 clusters Score -1.855525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157299 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -18555250.000000 Penalty: 5942.713867
	Iteration 44Q: 3 clusters Score -1.855525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -18555254.000000 Penalty: 5942.713867
	Iteration 45Q: 3 clusters Score -1.855525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157332 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -18555294.000000 Penalty: 5942.713867
	Iteration 46Q: 3 clusters Score -1.855529e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157353 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -18555294.000000 Penalty: 5942.713867
	Iteration 47Q: 3 clusters Score -1.855529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157373 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -18555306.000000 Penalty: 5942.713867
	Iteration 48Q: 3 clusters Score -1.855531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157386 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -18555300.000000 Penalty: 5942.713867
	Iteration 49Q: 3 clusters Score -1.85553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157397 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -18555294.000000 Penalty: 5942.713867
	Iteration 50Q: 3 clusters Score -1.855529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157404 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -18555312.000000 Penalty: 5942.713867
	Iteration 51Q: 3 clusters Score -1.855531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157410 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -18555296.000000 Penalty: 5942.713867
	Iteration 52Q: 3 clusters Score -1.85553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157413 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -18555306.000000 Penalty: 5942.713867
	Iteration 53Q: 3 clusters Score -1.855531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157419 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -18555314.000000 Penalty: 5942.713867
	Iteration 54Q: 3 clusters Score -1.855531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157426 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -18555306.000000 Penalty: 5942.713867
	Iteration 55Q: 3 clusters Score -1.855531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157428 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -18555300.000000 Penalty: 5942.713867
	Iteration 56Q: 3 clusters Score -1.85553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157430 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -18555306.000000 Penalty: 5942.713867
	Iteration 57Q: 3 clusters Score -1.855531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157431 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -18555310.000000 Penalty: 5942.713867
	Iteration 58Q: 3 clusters Score -1.855531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157432 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -18555316.000000 Penalty: 5942.713867
	Iteration 59Q: 3 clusters Score -1.855532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157432 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -18555312.000000 Penalty: 5942.713867
	Iteration 60F: 3 clusters Score -1.855531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157434 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -18555312.000000 Penalty: 5942.713867
	Iteration 61Q: 3 clusters Score -1.855531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157437 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -18555306.000000 Penalty: 5942.713867
	Iteration 62Q: 3 clusters Score -1.855531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157441 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -18555308.000000 Penalty: 5942.713867
	Iteration 63Q: 3 clusters Score -1.855531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157442 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -18555304.000000 Penalty: 5942.713867
	Iteration 64Q: 3 clusters Score -1.85553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157445 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -18555318.000000 Penalty: 5942.713867
	Iteration 65Q: 3 clusters Score -1.855532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157446 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -18555316.000000 Penalty: 5942.713867
	Iteration 66Q: 3 clusters Score -1.855532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157448 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -18555316.000000 Penalty: 5942.713867
	Iteration 67Q: 3 clusters Score -1.855532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157449 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -18555324.000000 Penalty: 5942.713867
	Iteration 68Q: 3 clusters Score -1.855532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157452 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -18555320.000000 Penalty: 5942.713867
	Iteration 69Q: 3 clusters Score -1.855532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157455 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -18555320.000000 Penalty: 5942.713867
	Iteration 70Q: 3 clusters Score -1.855532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157456 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -18555322.000000 Penalty: 5942.713867
	Iteration 71Q: 3 clusters Score -1.855532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157457 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -18555318.000000 Penalty: 5942.713867
	Iteration 72Q: 3 clusters Score -1.855532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157458 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -18555326.000000 Penalty: 5942.713867
	Iteration 73Q: 3 clusters Score -1.855533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157461 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -18555316.000000 Penalty: 5942.713867
	Iteration 74Q: 3 clusters Score -1.855532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157463 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -18555318.000000 Penalty: 5942.713867
	Iteration 75Q: 3 clusters Score -1.855532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157464 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -18555316.000000 Penalty: 5942.713867
	Iteration 76Q: 3 clusters Score -1.855532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -18555318.000000 Penalty: 5942.713867
	Iteration 77Q: 3 clusters Score -1.855532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -18555318.000000 Penalty: 5942.713867
	Iteration 78F: 3 clusters Score -1.855532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Entering Unmasked Estep 
Score: -4266910.500000 Penalty: 2613.686523
	Iteration 0F: 2 clusters Score -4266910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -4241209.000000 Penalty: 5227.373047
	Iteration 0F: 3 clusters Score -4241209 nChanged 17263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -4250833.000000 Penalty: 5227.373047
	Iteration 1F: 3 clusters Score -4250833 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4252216.500000 Penalty: 5227.373047
	Iteration 2F: 3 clusters Score -4252216 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4254382.500000 Penalty: 5227.373047
	Iteration 3F: 3 clusters Score -4254382 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -4257190.000000 Penalty: 5227.373047
	Iteration 4F: 3 clusters Score -4257190 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -4260023.500000 Penalty: 5227.373047
	Iteration 5F: 3 clusters Score -4260024 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -4262192.000000 Penalty: 5227.373047
	Iteration 6F: 3 clusters Score -4262192 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -4263318.000000 Penalty: 5227.373047
	Iteration 7F: 3 clusters Score -4263318 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -4263697.000000 Penalty: 5227.373047
	Iteration 8Q: 3 clusters Score -4263697 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -4263885.500000 Penalty: 5227.373047
	Iteration 9Q: 3 clusters Score -4263886 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4263939.000000 Penalty: 5227.373047
	Iteration 10Q: 3 clusters Score -4263939 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -4263988.500000 Penalty: 5227.373047
	Iteration 11Q: 3 clusters Score -4263988 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -4264039.000000 Penalty: 5227.373047
	Iteration 12Q: 3 clusters Score -4264039 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -4264067.500000 Penalty: 5227.373047
	Iteration 13Q: 3 clusters Score -4264068 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -4264106.500000 Penalty: 5227.373047
	Iteration 14Q: 3 clusters Score -4264106 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4264124.500000 Penalty: 5227.373047
	Iteration 15Q: 3 clusters Score -4264124 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -4264173.000000 Penalty: 5227.373047
	Iteration 16Q: 3 clusters Score -4264173 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -4264225.000000 Penalty: 5227.373047
	Iteration 17Q: 3 clusters Score -4264225 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -4264287.500000 Penalty: 5227.373047
	Iteration 18Q: 3 clusters Score -4264288 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -4264318.000000 Penalty: 5227.373047
	Iteration 19Q: 3 clusters Score -4264318 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -4264374.000000 Penalty: 5227.373047
	Iteration 20F: 3 clusters Score -4264374 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -4264416.000000 Penalty: 5227.373047
	Iteration 21Q: 3 clusters Score -4264416 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -4264466.500000 Penalty: 5227.373047
	Iteration 22Q: 3 clusters Score -4264466 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -4264535.500000 Penalty: 5227.373047
	Iteration 23Q: 3 clusters Score -4264536 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -4264638.000000 Penalty: 5227.373047
	Iteration 24Q: 3 clusters Score -4264638 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -4264751.500000 Penalty: 5227.373047
	Iteration 25Q: 3 clusters Score -4264752 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -4264846.000000 Penalty: 5227.373047
	Iteration 26Q: 3 clusters Score -4264846 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4264972.500000 Penalty: 5227.373047
	Iteration 27Q: 3 clusters Score -4264972 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4265133.000000 Penalty: 5227.373047
	Iteration 28Q: 3 clusters Score -4265133 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4265319.000000 Penalty: 5227.373047
	Iteration 29Q: 3 clusters Score -4265319 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4265611.500000 Penalty: 5227.373047
	Iteration 30Q: 3 clusters Score -4265612 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4266000.500000 Penalty: 5227.373047
	Iteration 31Q: 3 clusters Score -4266000 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4266404.000000 Penalty: 5227.373047
	Iteration 32Q: 3 clusters Score -4266404 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4266577.500000 Penalty: 5227.373047
	Iteration 33Q: 3 clusters Score -4266578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4266619.000000 Penalty: 5227.373047
	Iteration 34Q: 3 clusters Score -4266619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4266629.000000 Penalty: 5227.373047
	Iteration 35Q: 3 clusters Score -4266629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4266633.000000 Penalty: 5227.373047
	Iteration 36Q: 3 clusters Score -4266633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4266631.000000 Penalty: 5227.373047
	Iteration 37Q: 3 clusters Score -4266631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4266639.500000 Penalty: 5227.373047
	Iteration 38Q: 3 clusters Score -4266640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4266637.000000 Penalty: 5227.373047
	Iteration 39Q: 3 clusters Score -4266637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4266637.500000 Penalty: 5227.373047
	Iteration 40F: 3 clusters Score -4266638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4266640.000000 Penalty: 5227.373047
	Iteration 41Q: 3 clusters Score -4266640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4266646.000000 Penalty: 5227.373047
	Iteration 42Q: 3 clusters Score -4266646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4266645.500000 Penalty: 5227.373047
	Iteration 43Q: 3 clusters Score -4266646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4266645.000000 Penalty: 5227.373047
	Iteration 44Q: 3 clusters Score -4266645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4266645.000000 Penalty: 5227.373047
	Iteration 45F: 3 clusters Score -4266645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (121533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121533 members 
Entering Unmasked Estep 
Score: -14268472.000000 Penalty: 2903.569336
	Iteration 0F: 2 clusters Score -1.426847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -14187030.000000 Penalty: 5807.138672
	Iteration 0F: 3 clusters Score -1.418703e+07 nChanged 58004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -14220402.000000 Penalty: 5807.138672
	Iteration 1F: 3 clusters Score -1.42204e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -14221353.000000 Penalty: 5807.138672
	Iteration 2Q: 3 clusters Score -1.422135e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -14222642.000000 Penalty: 5807.138672
	Iteration 3Q: 3 clusters Score -1.422264e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -14223964.000000 Penalty: 5807.138672
	Iteration 4Q: 3 clusters Score -1.422396e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -14225677.000000 Penalty: 5807.138672
	Iteration 5Q: 3 clusters Score -1.422568e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -14227981.000000 Penalty: 5807.138672
	Iteration 6Q: 3 clusters Score -1.422798e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -14231003.000000 Penalty: 5807.138672
	Iteration 7Q: 3 clusters Score -1.4231e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72045 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -14234996.000000 Penalty: 5807.138672
	Iteration 8F: 3 clusters Score -1.4235e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -14239766.000000 Penalty: 5807.138672
	Iteration 9F: 3 clusters Score -1.423977e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -14244458.000000 Penalty: 5807.138672
	Iteration 10F: 3 clusters Score -1.424446e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78213 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -14248314.000000 Penalty: 5807.138672
	Iteration 11F: 3 clusters Score -1.424831e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -14250301.000000 Penalty: 5807.138672
	Iteration 12Q: 3 clusters Score -1.42503e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -14251191.000000 Penalty: 5807.138672
	Iteration 13Q: 3 clusters Score -1.425119e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -14251630.000000 Penalty: 5807.138672
	Iteration 14Q: 3 clusters Score -1.425163e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -14252019.000000 Penalty: 5807.138672
	Iteration 15Q: 3 clusters Score -1.425202e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -14252292.000000 Penalty: 5807.138672
	Iteration 16Q: 3 clusters Score -1.425229e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -14252607.000000 Penalty: 5807.138672
	Iteration 17Q: 3 clusters Score -1.425261e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85830 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -14252838.000000 Penalty: 5807.138672
	Iteration 18Q: 3 clusters Score -1.425284e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86968 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -14253198.000000 Penalty: 5807.138672
	Iteration 19Q: 3 clusters Score -1.42532e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -14253558.000000 Penalty: 5807.138672
	Iteration 20F: 3 clusters Score -1.425356e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89441 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -14253888.000000 Penalty: 5807.138672
	Iteration 21Q: 3 clusters Score -1.425389e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -14254264.000000 Penalty: 5807.138672
	Iteration 22Q: 3 clusters Score -1.425426e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92038 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -14254603.000000 Penalty: 5807.138672
	Iteration 23Q: 3 clusters Score -1.42546e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -14255021.000000 Penalty: 5807.138672
	Iteration 24Q: 3 clusters Score -1.425502e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94835 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -14255411.000000 Penalty: 5807.138672
	Iteration 25Q: 3 clusters Score -1.425541e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96398 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -14255827.000000 Penalty: 5807.138672
	Iteration 26Q: 3 clusters Score -1.425583e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98018 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -14256326.000000 Penalty: 5807.138672
	Iteration 27Q: 3 clusters Score -1.425633e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99710 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -14256859.000000 Penalty: 5807.138672
	Iteration 28Q: 3 clusters Score -1.425686e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101412 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -14257433.000000 Penalty: 5807.138672
	Iteration 29Q: 3 clusters Score -1.425743e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103150 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -14257998.000000 Penalty: 5807.138672
	Iteration 30Q: 3 clusters Score -1.4258e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104894 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -14258655.000000 Penalty: 5807.138672
	Iteration 31Q: 3 clusters Score -1.425866e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106651 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -14259358.000000 Penalty: 5807.138672
	Iteration 32Q: 3 clusters Score -1.425936e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108392 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -14260140.000000 Penalty: 5807.138672
	Iteration 33Q: 3 clusters Score -1.426014e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -14260890.000000 Penalty: 5807.138672
	Iteration 34Q: 3 clusters Score -1.426089e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111776 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -14261634.000000 Penalty: 5807.138672
	Iteration 35Q: 3 clusters Score -1.426163e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113324 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -14262324.000000 Penalty: 5807.138672
	Iteration 36Q: 3 clusters Score -1.426232e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114729 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -14263000.000000 Penalty: 5807.138672
	Iteration 37Q: 3 clusters Score -1.4263e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115993 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -14263652.000000 Penalty: 5807.138672
	Iteration 38Q: 3 clusters Score -1.426365e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117054 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -14264174.000000 Penalty: 5807.138672
	Iteration 39Q: 3 clusters Score -1.426417e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -14264554.000000 Penalty: 5807.138672
	Iteration 40F: 3 clusters Score -1.426455e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118525 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -14264791.000000 Penalty: 5807.138672
	Iteration 41Q: 3 clusters Score -1.426479e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119038 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -14265061.000000 Penalty: 5807.138672
	Iteration 42Q: 3 clusters Score -1.426506e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119424 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -14265270.000000 Penalty: 5807.138672
	Iteration 43Q: 3 clusters Score -1.426527e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119735 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -14265429.000000 Penalty: 5807.138672
	Iteration 44Q: 3 clusters Score -1.426543e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119967 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14265545.000000 Penalty: 5807.138672
	Iteration 45Q: 3 clusters Score -1.426554e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120135 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -14265666.000000 Penalty: 5807.138672
	Iteration 46Q: 3 clusters Score -1.426567e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120265 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -14265730.000000 Penalty: 5807.138672
	Iteration 47Q: 3 clusters Score -1.426573e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120351 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -14265780.000000 Penalty: 5807.138672
	Iteration 48Q: 3 clusters Score -1.426578e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120409 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -14265825.000000 Penalty: 5807.138672
	Iteration 49Q: 3 clusters Score -1.426582e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120482 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -14265885.000000 Penalty: 5807.138672
	Iteration 50Q: 3 clusters Score -1.426588e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120536 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -14265910.000000 Penalty: 5807.138672
	Iteration 51Q: 3 clusters Score -1.426591e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120579 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -14265925.000000 Penalty: 5807.138672
	Iteration 52Q: 3 clusters Score -1.426592e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120619 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -14265930.000000 Penalty: 5807.138672
	Iteration 53Q: 3 clusters Score -1.426593e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120651 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -14265948.000000 Penalty: 5807.138672
	Iteration 54Q: 3 clusters Score -1.426595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120674 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14265968.000000 Penalty: 5807.138672
	Iteration 55Q: 3 clusters Score -1.426597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120697 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -14265967.000000 Penalty: 5807.138672
	Iteration 56Q: 3 clusters Score -1.426597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120705 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -14265975.000000 Penalty: 5807.138672
	Iteration 57Q: 3 clusters Score -1.426598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120721 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -14265968.000000 Penalty: 5807.138672
	Iteration 58Q: 3 clusters Score -1.426597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120733 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -14265990.000000 Penalty: 5807.138672
	Iteration 59Q: 3 clusters Score -1.426599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120744 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -14265987.000000 Penalty: 5807.138672
	Iteration 60F: 3 clusters Score -1.426599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120756 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14265992.000000 Penalty: 5807.138672
	Iteration 61Q: 3 clusters Score -1.426599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120765 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -14265994.000000 Penalty: 5807.138672
	Iteration 62Q: 3 clusters Score -1.426599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120780 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14265999.000000 Penalty: 5807.138672
	Iteration 63Q: 3 clusters Score -1.4266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120787 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -14266011.000000 Penalty: 5807.138672
	Iteration 64Q: 3 clusters Score -1.426601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120794 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -14266012.000000 Penalty: 5807.138672
	Iteration 65Q: 3 clusters Score -1.426601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120797 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -14266005.000000 Penalty: 5807.138672
	Iteration 66Q: 3 clusters Score -1.4266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -14266017.000000 Penalty: 5807.138672
	Iteration 67Q: 3 clusters Score -1.426602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120807 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -14266015.000000 Penalty: 5807.138672
	Iteration 68Q: 3 clusters Score -1.426602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -14266029.000000 Penalty: 5807.138672
	Iteration 69Q: 3 clusters Score -1.426603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120816 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14266022.000000 Penalty: 5807.138672
	Iteration 70Q: 3 clusters Score -1.426602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120820 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14266016.000000 Penalty: 5807.138672
	Iteration 71Q: 3 clusters Score -1.426602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120823 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -14266011.000000 Penalty: 5807.138672
	Iteration 72Q: 3 clusters Score -1.426601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120827 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -14266037.000000 Penalty: 5807.138672
	Iteration 73Q: 3 clusters Score -1.426604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120832 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -14266032.000000 Penalty: 5807.138672
	Iteration 74Q: 3 clusters Score -1.426603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120834 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -14266041.000000 Penalty: 5807.138672
	Iteration 75Q: 3 clusters Score -1.426604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120837 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -14266033.000000 Penalty: 5807.138672
	Iteration 76Q: 3 clusters Score -1.426603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120841 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14266031.000000 Penalty: 5807.138672
	Iteration 77Q: 3 clusters Score -1.426603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120849 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -14266029.000000 Penalty: 5807.138672
	Iteration 78Q: 3 clusters Score -1.426603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120852 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -14266034.000000 Penalty: 5807.138672
	Iteration 79Q: 3 clusters Score -1.426603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120855 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14266034.000000 Penalty: 5807.138672
	Iteration 80F: 3 clusters Score -1.426603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120859 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14266041.000000 Penalty: 5807.138672
	Iteration 81Q: 3 clusters Score -1.426604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14266049.000000 Penalty: 5807.138672
	Iteration 82Q: 3 clusters Score -1.426605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120866 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14266055.000000 Penalty: 5807.138672
	Iteration 83Q: 3 clusters Score -1.426606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120870 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -14266058.000000 Penalty: 5807.138672
	Iteration 84Q: 3 clusters Score -1.426606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120871 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14266055.000000 Penalty: 5807.138672
	Iteration 85Q: 3 clusters Score -1.426606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120874 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -14266059.000000 Penalty: 5807.138672
	Iteration 86Q: 3 clusters Score -1.426606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120875 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -14266059.000000 Penalty: 5807.138672
	Iteration 87Q: 3 clusters Score -1.426606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120877 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -14266061.000000 Penalty: 5807.138672
	Iteration 88Q: 3 clusters Score -1.426606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120877 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -14266061.000000 Penalty: 5807.138672
	Iteration 89F: 3 clusters Score -1.426606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 23864 members 
Mstep: Class 3 contains 14877 members 
Mstep: Class 6 contains 217904 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15005 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8412 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 20 contains 159736 members 
Mstep: Class 23 contains 37762 members 
Mstep: Class 24 contains 121533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652648.000000 Penalty: 46482.957031
Iteration 359Q: 15 clusters Score -7.465265e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 23857 members 
Mstep: Class 3 contains 14886 members 
Mstep: Class 6 contains 217953 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15004 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 20 contains 159701 members 
Mstep: Class 23 contains 37765 members 
Mstep: Class 24 contains 121514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652760.000000 Penalty: 46482.957031
Iteration 360F: 15 clusters Score -7.465276e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 23854 members 
Mstep: Class 3 contains 14897 members 
Mstep: Class 6 contains 218024 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15004 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8402 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 20 contains 159647 members 
Mstep: Class 23 contains 37765 members 
Mstep: Class 24 contains 121494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652792.000000 Penalty: 46482.957031
Iteration 361Q: 15 clusters Score -7.465279e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 23853 members 
Mstep: Class 3 contains 14910 members 
Mstep: Class 6 contains 218090 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15005 members 
Mstep: Class 10 contains 18530 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 20 contains 159588 members 
Mstep: Class 23 contains 37761 members 
Mstep: Class 24 contains 121479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652896.000000 Penalty: 46482.957031
Iteration 362Q: 15 clusters Score -7.46529e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 23861 members 
Mstep: Class 3 contains 14922 members 
Mstep: Class 6 contains 218153 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15008 members 
Mstep: Class 10 contains 18541 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8392 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 20 contains 159530 members 
Mstep: Class 23 contains 37755 members 
Mstep: Class 24 contains 121452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652912.000000 Penalty: 46482.957031
Iteration 363Q: 15 clusters Score -7.465291e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 23868 members 
Mstep: Class 3 contains 14933 members 
Mstep: Class 6 contains 218215 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15011 members 
Mstep: Class 10 contains 18542 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8390 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 20 contains 159465 members 
Mstep: Class 23 contains 37751 members 
Mstep: Class 24 contains 121437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652848.000000 Penalty: 46482.957031
Iteration 364Q: 15 clusters Score -7.465285e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 23868 members 
Mstep: Class 3 contains 14947 members 
Mstep: Class 6 contains 218283 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15014 members 
Mstep: Class 10 contains 18539 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8384 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 20 contains 159423 members 
Mstep: Class 23 contains 37748 members 
Mstep: Class 24 contains 121404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652784.000000 Penalty: 46482.957031
Iteration 365Q: 15 clusters Score -7.465278e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 23876 members 
Mstep: Class 3 contains 14961 members 
Mstep: Class 6 contains 218335 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15012 members 
Mstep: Class 10 contains 18538 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8385 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 20 contains 159377 members 
Mstep: Class 23 contains 37746 members 
Mstep: Class 24 contains 121380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652864.000000 Penalty: 46482.957031
Iteration 366Q: 15 clusters Score -7.465286e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 23878 members 
Mstep: Class 3 contains 14969 members 
Mstep: Class 6 contains 218397 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15018 members 
Mstep: Class 10 contains 18532 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8384 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 20 contains 159338 members 
Mstep: Class 23 contains 37741 members 
Mstep: Class 24 contains 121355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652928.000000 Penalty: 46482.957031
Iteration 367Q: 15 clusters Score -7.465293e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 23877 members 
Mstep: Class 3 contains 14980 members 
Mstep: Class 6 contains 218429 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15017 members 
Mstep: Class 10 contains 18532 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8384 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 20 contains 159321 members 
Mstep: Class 23 contains 37741 members 
Mstep: Class 24 contains 121331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653064.000000 Penalty: 46482.957031
Iteration 368Q: 15 clusters Score -7.465306e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 23876 members 
Mstep: Class 3 contains 14993 members 
Mstep: Class 6 contains 218447 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15019 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8383 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 20 contains 159320 members 
Mstep: Class 23 contains 37746 members 
Mstep: Class 24 contains 121302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652968.000000 Penalty: 46482.957031
Iteration 369Q: 15 clusters Score -7.465297e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 23875 members 
Mstep: Class 3 contains 15007 members 
Mstep: Class 6 contains 218475 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15019 members 
Mstep: Class 10 contains 18527 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8376 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 20 contains 159306 members 
Mstep: Class 23 contains 37741 members 
Mstep: Class 24 contains 121287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652912.000000 Penalty: 46482.957031
Iteration 370Q: 15 clusters Score -7.465291e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 23870 members 
Mstep: Class 3 contains 15018 members 
Mstep: Class 6 contains 218493 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15022 members 
Mstep: Class 10 contains 18525 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8370 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 20 contains 159307 members 
Mstep: Class 23 contains 37740 members 
Mstep: Class 24 contains 121269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652920.000000 Penalty: 46482.957031
Iteration 371Q: 15 clusters Score -7.465292e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 23869 members 
Mstep: Class 3 contains 15029 members 
Mstep: Class 6 contains 218502 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15025 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8362 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 20 contains 159304 members 
Mstep: Class 23 contains 37741 members 
Mstep: Class 24 contains 121254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652928.000000 Penalty: 46482.957031
Iteration 372Q: 15 clusters Score -7.465293e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 23871 members 
Mstep: Class 3 contains 15040 members 
Mstep: Class 6 contains 218497 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15027 members 
Mstep: Class 10 contains 18531 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8360 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 20 contains 159317 members 
Mstep: Class 23 contains 37743 members 
Mstep: Class 24 contains 121231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652936.000000 Penalty: 46482.957031
Iteration 373Q: 15 clusters Score -7.465294e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 23874 members 
Mstep: Class 3 contains 15050 members 
Mstep: Class 6 contains 218476 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15027 members 
Mstep: Class 10 contains 18535 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8358 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 20 contains 159330 members 
Mstep: Class 23 contains 37748 members 
Mstep: Class 24 contains 121221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652896.000000 Penalty: 46482.957031
Iteration 374Q: 15 clusters Score -7.46529e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 23873 members 
Mstep: Class 3 contains 15057 members 
Mstep: Class 6 contains 218465 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15025 members 
Mstep: Class 10 contains 18538 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8356 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 20 contains 159349 members 
Mstep: Class 23 contains 37751 members 
Mstep: Class 24 contains 121206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652880.000000 Penalty: 46482.957031
Iteration 375Q: 15 clusters Score -7.465288e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 23868 members 
Mstep: Class 3 contains 15056 members 
Mstep: Class 6 contains 218457 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15027 members 
Mstep: Class 10 contains 18536 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8358 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 20 contains 159376 members 
Mstep: Class 23 contains 37758 members 
Mstep: Class 24 contains 121184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652816.000000 Penalty: 46482.957031
Iteration 376Q: 15 clusters Score -7.465282e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 23866 members 
Mstep: Class 3 contains 15053 members 
Mstep: Class 6 contains 218452 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15021 members 
Mstep: Class 10 contains 18542 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8357 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 20 contains 159394 members 
Mstep: Class 23 contains 37762 members 
Mstep: Class 24 contains 121172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652776.000000 Penalty: 46482.957031
Iteration 377Q: 15 clusters Score -7.465278e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 23866 members 
Mstep: Class 3 contains 15059 members 
Mstep: Class 6 contains 218436 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15021 members 
Mstep: Class 10 contains 18546 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 20 contains 159405 members 
Mstep: Class 23 contains 37766 members 
Mstep: Class 24 contains 121163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652720.000000 Penalty: 46482.957031
Iteration 378Q: 15 clusters Score -7.465272e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 23866 members 
Mstep: Class 3 contains 15066 members 
Mstep: Class 6 contains 218428 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15017 members 
Mstep: Class 10 contains 18543 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 20 contains 159413 members 
Mstep: Class 23 contains 37770 members 
Mstep: Class 24 contains 121159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652776.000000 Penalty: 46482.957031
Iteration 379Q: 15 clusters Score -7.465278e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 23870 members 
Mstep: Class 3 contains 15068 members 
Mstep: Class 6 contains 218403 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15015 members 
Mstep: Class 10 contains 18540 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8356 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 20 contains 159436 members 
Mstep: Class 23 contains 37775 members 
Mstep: Class 24 contains 121155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652680.000000 Penalty: 46482.957031
Iteration 380F: 15 clusters Score -7.465268e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 23876 members 
Mstep: Class 3 contains 15074 members 
Mstep: Class 6 contains 218386 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15013 members 
Mstep: Class 10 contains 18545 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8353 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 20 contains 159433 members 
Mstep: Class 23 contains 37782 members 
Mstep: Class 24 contains 121157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652824.000000 Penalty: 46482.957031
Iteration 381Q: 15 clusters Score -7.465282e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 23872 members 
Mstep: Class 3 contains 15080 members 
Mstep: Class 6 contains 218345 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15012 members 
Mstep: Class 10 contains 18544 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 20 contains 159453 members 
Mstep: Class 23 contains 37794 members 
Mstep: Class 24 contains 121166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652840.000000 Penalty: 46482.957031
Iteration 382Q: 15 clusters Score -7.465284e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 23872 members 
Mstep: Class 3 contains 15086 members 
Mstep: Class 6 contains 218319 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15010 members 
Mstep: Class 10 contains 18543 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 20 contains 159470 members 
Mstep: Class 23 contains 37805 members 
Mstep: Class 24 contains 121162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652840.000000 Penalty: 46482.957031
Iteration 383Q: 15 clusters Score -7.465284e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 23874 members 
Mstep: Class 3 contains 15091 members 
Mstep: Class 6 contains 218303 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15010 members 
Mstep: Class 10 contains 18545 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 20 contains 159479 members 
Mstep: Class 23 contains 37816 members 
Mstep: Class 24 contains 121148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652808.000000 Penalty: 46482.957031
Iteration 384Q: 15 clusters Score -7.465281e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 23873 members 
Mstep: Class 3 contains 15097 members 
Mstep: Class 6 contains 218268 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15007 members 
Mstep: Class 10 contains 18550 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 20 contains 159507 members 
Mstep: Class 23 contains 37825 members 
Mstep: Class 24 contains 121138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652800.000000 Penalty: 46482.957031
Iteration 385Q: 15 clusters Score -7.46528e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 23872 members 
Mstep: Class 3 contains 15101 members 
Mstep: Class 6 contains 218242 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15010 members 
Mstep: Class 10 contains 18551 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 20 contains 159535 members 
Mstep: Class 23 contains 37832 members 
Mstep: Class 24 contains 121125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652840.000000 Penalty: 46482.957031
Iteration 386Q: 15 clusters Score -7.465284e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 23872 members 
Mstep: Class 3 contains 15107 members 
Mstep: Class 6 contains 218215 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15016 members 
Mstep: Class 10 contains 18550 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 20 contains 159557 members 
Mstep: Class 23 contains 37845 members 
Mstep: Class 24 contains 121110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652832.000000 Penalty: 46482.957031
Iteration 387Q: 15 clusters Score -7.465283e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 23869 members 
Mstep: Class 3 contains 15112 members 
Mstep: Class 6 contains 218209 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15016 members 
Mstep: Class 10 contains 18552 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 20 contains 159566 members 
Mstep: Class 23 contains 37854 members 
Mstep: Class 24 contains 121097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652816.000000 Penalty: 46482.957031
Iteration 388Q: 15 clusters Score -7.465282e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 23865 members 
Mstep: Class 3 contains 15113 members 
Mstep: Class 6 contains 218206 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15017 members 
Mstep: Class 10 contains 18548 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 20 contains 159578 members 
Mstep: Class 23 contains 37859 members 
Mstep: Class 24 contains 121089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652752.000000 Penalty: 46482.957031
Iteration 389Q: 15 clusters Score -7.465275e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 23863 members 
Mstep: Class 3 contains 15117 members 
Mstep: Class 6 contains 218188 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15015 members 
Mstep: Class 10 contains 18544 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8338 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 20 contains 159615 members 
Mstep: Class 23 contains 37867 members 
Mstep: Class 24 contains 121072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652744.000000 Penalty: 46482.957031
Iteration 390Q: 15 clusters Score -7.465274e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 23866 members 
Mstep: Class 3 contains 15123 members 
Mstep: Class 6 contains 218169 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15015 members 
Mstep: Class 10 contains 18537 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8332 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 20 contains 159653 members 
Mstep: Class 23 contains 37873 members 
Mstep: Class 24 contains 121052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652808.000000 Penalty: 46482.957031
Iteration 391Q: 15 clusters Score -7.465281e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 23862 members 
Mstep: Class 3 contains 15126 members 
Mstep: Class 6 contains 218156 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15013 members 
Mstep: Class 10 contains 18539 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8328 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 20 contains 159702 members 
Mstep: Class 23 contains 37874 members 
Mstep: Class 24 contains 121020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652800.000000 Penalty: 46482.957031
Iteration 392Q: 15 clusters Score -7.46528e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 23858 members 
Mstep: Class 3 contains 15126 members 
Mstep: Class 6 contains 218152 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15010 members 
Mstep: Class 10 contains 18541 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8321 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 20 contains 159733 members 
Mstep: Class 23 contains 37875 members 
Mstep: Class 24 contains 121003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652800.000000 Penalty: 46482.957031
Iteration 393Q: 15 clusters Score -7.46528e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 23857 members 
Mstep: Class 3 contains 15122 members 
Mstep: Class 6 contains 218157 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15014 members 
Mstep: Class 10 contains 18541 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8317 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 20 contains 159760 members 
Mstep: Class 23 contains 37872 members 
Mstep: Class 24 contains 120982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652728.000000 Penalty: 46482.957031
Iteration 394Q: 15 clusters Score -7.465273e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 23856 members 
Mstep: Class 3 contains 15125 members 
Mstep: Class 6 contains 218156 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15020 members 
Mstep: Class 10 contains 18539 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8318 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 20 contains 159775 members 
Mstep: Class 23 contains 37871 members 
Mstep: Class 24 contains 120963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652776.000000 Penalty: 46482.957031
Iteration 395Q: 15 clusters Score -7.465278e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 23854 members 
Mstep: Class 3 contains 15130 members 
Mstep: Class 6 contains 218149 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15025 members 
Mstep: Class 10 contains 18544 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8317 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 20 contains 159771 members 
Mstep: Class 23 contains 37871 members 
Mstep: Class 24 contains 120959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652888.000000 Penalty: 46482.957031
Iteration 396Q: 15 clusters Score -7.465289e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 23849 members 
Mstep: Class 3 contains 15133 members 
Mstep: Class 6 contains 218140 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15029 members 
Mstep: Class 10 contains 18546 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 20 contains 159789 members 
Mstep: Class 23 contains 37870 members 
Mstep: Class 24 contains 120948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652832.000000 Penalty: 46482.957031
Iteration 397Q: 15 clusters Score -7.465283e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 23843 members 
Mstep: Class 3 contains 15134 members 
Mstep: Class 6 contains 218108 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15030 members 
Mstep: Class 10 contains 18547 members 
Mstep: Class 11 contains 732 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8317 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 20 contains 159825 members 
Mstep: Class 23 contains 37871 members 
Mstep: Class 24 contains 120946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652864.000000 Penalty: 46482.957031
Iteration 398Q: 15 clusters Score -7.465286e+07 nChanged 176
Entering ConstructFrom: 
Score: -74652864.000000 Penalty: 46482.957031
Entering ConstructFrom: 
Trying to split cluster 1 (28453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Entering Unmasked Estep 
Score: -3300209.000000 Penalty: 2543.490234
	Iteration 0F: 2 clusters Score -3300209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3280580.000000 Penalty: 5086.980469
	Iteration 0F: 3 clusters Score -3280580 nChanged 12811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3287527.000000 Penalty: 5086.980469
	Iteration 1F: 3 clusters Score -3287527 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3288065.000000 Penalty: 5086.980469
	Iteration 2Q: 3 clusters Score -3288065 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3288526.500000 Penalty: 5086.980469
	Iteration 3Q: 3 clusters Score -3288526 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3288946.750000 Penalty: 5086.980469
	Iteration 4Q: 3 clusters Score -3288947 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3289350.250000 Penalty: 5086.980469
	Iteration 5Q: 3 clusters Score -3289350 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3289721.750000 Penalty: 5086.980469
	Iteration 6Q: 3 clusters Score -3289722 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3290161.500000 Penalty: 5086.980469
	Iteration 7Q: 3 clusters Score -3290162 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3290688.000000 Penalty: 5086.980469
	Iteration 8Q: 3 clusters Score -3290688 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3291359.750000 Penalty: 5086.980469
	Iteration 9Q: 3 clusters Score -3291360 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3292354.000000 Penalty: 5086.980469
	Iteration 10F: 3 clusters Score -3292354 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3293619.500000 Penalty: 5086.980469
	Iteration 11F: 3 clusters Score -3293620 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3295113.000000 Penalty: 5086.980469
	Iteration 12F: 3 clusters Score -3295113 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3296362.500000 Penalty: 5086.980469
	Iteration 13F: 3 clusters Score -3296362 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3297142.500000 Penalty: 5086.980469
	Iteration 14Q: 3 clusters Score -3297142 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -3297568.250000 Penalty: 5086.980469
	Iteration 15Q: 3 clusters Score -3297568 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3297800.750000 Penalty: 5086.980469
	Iteration 16Q: 3 clusters Score -3297801 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3297951.500000 Penalty: 5086.980469
	Iteration 17Q: 3 clusters Score -3297952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3298029.000000 Penalty: 5086.980469
	Iteration 18Q: 3 clusters Score -3298029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3298063.750000 Penalty: 5086.980469
	Iteration 19Q: 3 clusters Score -3298064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -3298082.250000 Penalty: 5086.980469
	Iteration 20F: 3 clusters Score -3298082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -3298089.750000 Penalty: 5086.980469
	Iteration 21Q: 3 clusters Score -3298090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3298100.000000 Penalty: 5086.980469
	Iteration 22Q: 3 clusters Score -3298100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3298104.250000 Penalty: 5086.980469
	Iteration 23Q: 3 clusters Score -3298104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3298104.250000 Penalty: 5086.980469
	Iteration 24Q: 3 clusters Score -3298104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3298107.250000 Penalty: 5086.980469
	Iteration 25Q: 3 clusters Score -3298107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3298110.000000 Penalty: 5086.980469
	Iteration 26Q: 3 clusters Score -3298110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3298115.750000 Penalty: 5086.980469
	Iteration 27Q: 3 clusters Score -3298116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3298120.500000 Penalty: 5086.980469
	Iteration 28Q: 3 clusters Score -3298120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -3298121.000000 Penalty: 5086.980469
	Iteration 29Q: 3 clusters Score -3298121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3298123.000000 Penalty: 5086.980469
	Iteration 30Q: 3 clusters Score -3298123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3298123.500000 Penalty: 5086.980469
	Iteration 31Q: 3 clusters Score -3298124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3298127.500000 Penalty: 5086.980469
	Iteration 32Q: 3 clusters Score -3298128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3298126.500000 Penalty: 5086.980469
	Iteration 33Q: 3 clusters Score -3298126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3298126.500000 Penalty: 5086.980469
	Iteration 34F: 3 clusters Score -3298126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Entering Unmasked Estep 
Score: -2795472.000000 Penalty: 2499.601074
	Iteration 0F: 2 clusters Score -2795472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2778911.500000 Penalty: 4999.202148
	Iteration 0F: 3 clusters Score -2778912 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2784580.250000 Penalty: 4999.202148
	Iteration 1F: 3 clusters Score -2784580 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2784984.000000 Penalty: 4999.202148
	Iteration 2Q: 3 clusters Score -2784984 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2785332.250000 Penalty: 4999.202148
	Iteration 3Q: 3 clusters Score -2785332 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2785757.000000 Penalty: 4999.202148
	Iteration 4Q: 3 clusters Score -2785757 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2786386.750000 Penalty: 4999.202148
	Iteration 5Q: 3 clusters Score -2786387 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2787257.000000 Penalty: 4999.202148
	Iteration 6F: 3 clusters Score -2787257 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2788533.000000 Penalty: 4999.202148
	Iteration 7F: 3 clusters Score -2788533 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2790093.750000 Penalty: 4999.202148
	Iteration 8F: 3 clusters Score -2790094 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2791548.000000 Penalty: 4999.202148
	Iteration 9F: 3 clusters Score -2791548 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2792678.000000 Penalty: 4999.202148
	Iteration 10F: 3 clusters Score -2792678 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2793375.750000 Penalty: 4999.202148
	Iteration 11Q: 3 clusters Score -2793376 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2793719.000000 Penalty: 4999.202148
	Iteration 12Q: 3 clusters Score -2793719 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2793872.750000 Penalty: 4999.202148
	Iteration 13Q: 3 clusters Score -2793873 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2793928.750000 Penalty: 4999.202148
	Iteration 14Q: 3 clusters Score -2793929 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2793972.500000 Penalty: 4999.202148
	Iteration 15Q: 3 clusters Score -2793972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2793995.500000 Penalty: 4999.202148
	Iteration 16Q: 3 clusters Score -2793996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2794016.250000 Penalty: 4999.202148
	Iteration 17Q: 3 clusters Score -2794016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2794032.250000 Penalty: 4999.202148
	Iteration 18Q: 3 clusters Score -2794032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2794037.500000 Penalty: 4999.202148
	Iteration 19Q: 3 clusters Score -2794038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2794054.750000 Penalty: 4999.202148
	Iteration 20F: 3 clusters Score -2794055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2794057.750000 Penalty: 4999.202148
	Iteration 21Q: 3 clusters Score -2794058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2794063.750000 Penalty: 4999.202148
	Iteration 22Q: 3 clusters Score -2794064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2794064.750000 Penalty: 4999.202148
	Iteration 23Q: 3 clusters Score -2794065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2794072.000000 Penalty: 4999.202148
	Iteration 24Q: 3 clusters Score -2794072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2794076.750000 Penalty: 4999.202148
	Iteration 25Q: 3 clusters Score -2794077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2794073.750000 Penalty: 4999.202148
	Iteration 26Q: 3 clusters Score -2794074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2794074.000000 Penalty: 4999.202148
	Iteration 27Q: 3 clusters Score -2794074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2794079.000000 Penalty: 4999.202148
	Iteration 28Q: 3 clusters Score -2794079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2794078.250000 Penalty: 4999.202148
	Iteration 29Q: 3 clusters Score -2794078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2794076.750000 Penalty: 4999.202148
	Iteration 30Q: 3 clusters Score -2794077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2794078.250000 Penalty: 4999.202148
	Iteration 31Q: 3 clusters Score -2794078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2794080.500000 Penalty: 4999.202148
	Iteration 32Q: 3 clusters Score -2794080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2794077.500000 Penalty: 4999.202148
	Iteration 33Q: 3 clusters Score -2794078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2794077.500000 Penalty: 4999.202148
	Iteration 34F: 3 clusters Score -2794078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Entering Unmasked Estep 
Score: -1771047.625000 Penalty: 2386.908936
	Iteration 0F: 2 clusters Score -1771048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1760124.875000 Penalty: 4773.817871
	Iteration 0F: 3 clusters Score -1760125 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1763601.625000 Penalty: 4773.817871
	Iteration 1F: 3 clusters Score -1763602 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1764035.250000 Penalty: 4773.817871
	Iteration 2F: 3 clusters Score -1764035 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1764441.125000 Penalty: 4773.817871
	Iteration 3F: 3 clusters Score -1764441 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1764840.375000 Penalty: 4773.817871
	Iteration 4Q: 3 clusters Score -1764840 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1765192.500000 Penalty: 4773.817871
	Iteration 5Q: 3 clusters Score -1765192 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1765484.750000 Penalty: 4773.817871
	Iteration 6Q: 3 clusters Score -1765485 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1765754.625000 Penalty: 4773.817871
	Iteration 7Q: 3 clusters Score -1765755 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1766079.625000 Penalty: 4773.817871
	Iteration 8Q: 3 clusters Score -1766080 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1766375.000000 Penalty: 4773.817871
	Iteration 9Q: 3 clusters Score -1766375 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1766678.625000 Penalty: 4773.817871
	Iteration 10Q: 3 clusters Score -1766679 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1766996.875000 Penalty: 4773.817871
	Iteration 11Q: 3 clusters Score -1766997 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1767243.625000 Penalty: 4773.817871
	Iteration 12Q: 3 clusters Score -1767244 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1767422.375000 Penalty: 4773.817871
	Iteration 13Q: 3 clusters Score -1767422 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1767560.750000 Penalty: 4773.817871
	Iteration 14Q: 3 clusters Score -1767561 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1767656.500000 Penalty: 4773.817871
	Iteration 15Q: 3 clusters Score -1767656 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1767713.125000 Penalty: 4773.817871
	Iteration 16Q: 3 clusters Score -1767713 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1767750.125000 Penalty: 4773.817871
	Iteration 17Q: 3 clusters Score -1767750 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1767788.750000 Penalty: 4773.817871
	Iteration 18Q: 3 clusters Score -1767789 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1767818.875000 Penalty: 4773.817871
	Iteration 19Q: 3 clusters Score -1767819 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1767839.000000 Penalty: 4773.817871
	Iteration 20F: 3 clusters Score -1767839 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1767863.625000 Penalty: 4773.817871
	Iteration 21Q: 3 clusters Score -1767864 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1767879.625000 Penalty: 4773.817871
	Iteration 22Q: 3 clusters Score -1767880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1767908.000000 Penalty: 4773.817871
	Iteration 23Q: 3 clusters Score -1767908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1767925.750000 Penalty: 4773.817871
	Iteration 24Q: 3 clusters Score -1767926 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1767948.750000 Penalty: 4773.817871
	Iteration 25Q: 3 clusters Score -1767949 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1767968.000000 Penalty: 4773.817871
	Iteration 26Q: 3 clusters Score -1767968 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1767989.250000 Penalty: 4773.817871
	Iteration 27Q: 3 clusters Score -1767989 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1768007.875000 Penalty: 4773.817871
	Iteration 28Q: 3 clusters Score -1768008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1768027.000000 Penalty: 4773.817871
	Iteration 29Q: 3 clusters Score -1768027 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1768034.750000 Penalty: 4773.817871
	Iteration 30Q: 3 clusters Score -1768035 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1768043.500000 Penalty: 4773.817871
	Iteration 31Q: 3 clusters Score -1768044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1768061.250000 Penalty: 4773.817871
	Iteration 32Q: 3 clusters Score -1768061 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1768074.750000 Penalty: 4773.817871
	Iteration 33Q: 3 clusters Score -1768075 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1768087.125000 Penalty: 4773.817871
	Iteration 34Q: 3 clusters Score -1768087 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1768100.000000 Penalty: 4773.817871
	Iteration 35Q: 3 clusters Score -1768100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1768114.625000 Penalty: 4773.817871
	Iteration 36Q: 3 clusters Score -1768115 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1768119.750000 Penalty: 4773.817871
	Iteration 37Q: 3 clusters Score -1768120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1768124.625000 Penalty: 4773.817871
	Iteration 38Q: 3 clusters Score -1768125 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1768140.875000 Penalty: 4773.817871
	Iteration 39Q: 3 clusters Score -1768141 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1768149.125000 Penalty: 4773.817871
	Iteration 40F: 3 clusters Score -1768149 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1768158.250000 Penalty: 4773.817871
	Iteration 41Q: 3 clusters Score -1768158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1768167.875000 Penalty: 4773.817871
	Iteration 42Q: 3 clusters Score -1768168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1768176.625000 Penalty: 4773.817871
	Iteration 43Q: 3 clusters Score -1768177 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1768184.625000 Penalty: 4773.817871
	Iteration 44Q: 3 clusters Score -1768185 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1768194.750000 Penalty: 4773.817871
	Iteration 45Q: 3 clusters Score -1768195 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1768206.250000 Penalty: 4773.817871
	Iteration 46Q: 3 clusters Score -1768206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1768222.625000 Penalty: 4773.817871
	Iteration 47Q: 3 clusters Score -1768223 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1768230.750000 Penalty: 4773.817871
	Iteration 48Q: 3 clusters Score -1768231 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1768244.000000 Penalty: 4773.817871
	Iteration 49Q: 3 clusters Score -1768244 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1768263.500000 Penalty: 4773.817871
	Iteration 50Q: 3 clusters Score -1768264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1768287.500000 Penalty: 4773.817871
	Iteration 51Q: 3 clusters Score -1768288 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1768311.500000 Penalty: 4773.817871
	Iteration 52Q: 3 clusters Score -1768312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1768331.125000 Penalty: 4773.817871
	Iteration 53Q: 3 clusters Score -1768331 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1768355.625000 Penalty: 4773.817871
	Iteration 54Q: 3 clusters Score -1768356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1768378.000000 Penalty: 4773.817871
	Iteration 55Q: 3 clusters Score -1768378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1768390.875000 Penalty: 4773.817871
	Iteration 56Q: 3 clusters Score -1768391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1768406.750000 Penalty: 4773.817871
	Iteration 57Q: 3 clusters Score -1768407 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1768424.000000 Penalty: 4773.817871
	Iteration 58Q: 3 clusters Score -1768424 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1768437.500000 Penalty: 4773.817871
	Iteration 59Q: 3 clusters Score -1768438 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1768464.000000 Penalty: 4773.817871
	Iteration 60F: 3 clusters Score -1768464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1768469.375000 Penalty: 4773.817871
	Iteration 61Q: 3 clusters Score -1768469 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1768485.125000 Penalty: 4773.817871
	Iteration 62Q: 3 clusters Score -1768485 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1768502.625000 Penalty: 4773.817871
	Iteration 63Q: 3 clusters Score -1768503 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1768514.125000 Penalty: 4773.817871
	Iteration 64Q: 3 clusters Score -1768514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1768535.375000 Penalty: 4773.817871
	Iteration 65Q: 3 clusters Score -1768535 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1768567.750000 Penalty: 4773.817871
	Iteration 66Q: 3 clusters Score -1768568 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1768602.625000 Penalty: 4773.817871
	Iteration 67Q: 3 clusters Score -1768603 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1768629.125000 Penalty: 4773.817871
	Iteration 68Q: 3 clusters Score -1768629 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1768652.750000 Penalty: 4773.817871
	Iteration 69Q: 3 clusters Score -1768653 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1768683.000000 Penalty: 4773.817871
	Iteration 70Q: 3 clusters Score -1768683 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1768697.500000 Penalty: 4773.817871
	Iteration 71Q: 3 clusters Score -1768698 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1768723.250000 Penalty: 4773.817871
	Iteration 72Q: 3 clusters Score -1768723 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1768752.375000 Penalty: 4773.817871
	Iteration 73Q: 3 clusters Score -1768752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1768789.375000 Penalty: 4773.817871
	Iteration 74Q: 3 clusters Score -1768789 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1768807.375000 Penalty: 4773.817871
	Iteration 75Q: 3 clusters Score -1768807 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1768829.500000 Penalty: 4773.817871
	Iteration 76Q: 3 clusters Score -1768830 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1768843.000000 Penalty: 4773.817871
	Iteration 77Q: 3 clusters Score -1768843 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1768855.500000 Penalty: 4773.817871
	Iteration 78Q: 3 clusters Score -1768856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1768869.000000 Penalty: 4773.817871
	Iteration 79Q: 3 clusters Score -1768869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1768885.125000 Penalty: 4773.817871
	Iteration 80F: 3 clusters Score -1768885 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1768894.125000 Penalty: 4773.817871
	Iteration 81Q: 3 clusters Score -1768894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1768911.875000 Penalty: 4773.817871
	Iteration 82Q: 3 clusters Score -1768912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1768922.875000 Penalty: 4773.817871
	Iteration 83Q: 3 clusters Score -1768923 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1768928.500000 Penalty: 4773.817871
	Iteration 84Q: 3 clusters Score -1768928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1768942.750000 Penalty: 4773.817871
	Iteration 85Q: 3 clusters Score -1768943 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1768954.625000 Penalty: 4773.817871
	Iteration 86Q: 3 clusters Score -1768955 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1768963.750000 Penalty: 4773.817871
	Iteration 87Q: 3 clusters Score -1768964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1768968.250000 Penalty: 4773.817871
	Iteration 88Q: 3 clusters Score -1768968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1768984.500000 Penalty: 4773.817871
	Iteration 89Q: 3 clusters Score -1768984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1768995.750000 Penalty: 4773.817871
	Iteration 90Q: 3 clusters Score -1768996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1769011.625000 Penalty: 4773.817871
	Iteration 91Q: 3 clusters Score -1769012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1769026.875000 Penalty: 4773.817871
	Iteration 92Q: 3 clusters Score -1769027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1769042.625000 Penalty: 4773.817871
	Iteration 93Q: 3 clusters Score -1769043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1769053.125000 Penalty: 4773.817871
	Iteration 94Q: 3 clusters Score -1769053 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1769062.750000 Penalty: 4773.817871
	Iteration 95Q: 3 clusters Score -1769063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1769076.625000 Penalty: 4773.817871
	Iteration 96Q: 3 clusters Score -1769077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1769081.125000 Penalty: 4773.817871
	Iteration 97Q: 3 clusters Score -1769081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1769096.875000 Penalty: 4773.817871
	Iteration 98Q: 3 clusters Score -1769097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1769109.000000 Penalty: 4773.817871
	Iteration 99Q: 3 clusters Score -1769109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1769127.125000 Penalty: 4773.817871
	Iteration 100F: 3 clusters Score -1769127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1769143.375000 Penalty: 4773.817871
	Iteration 101Q: 3 clusters Score -1769143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1769160.625000 Penalty: 4773.817871
	Iteration 102Q: 3 clusters Score -1769161 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1769184.750000 Penalty: 4773.817871
	Iteration 103Q: 3 clusters Score -1769185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1769196.125000 Penalty: 4773.817871
	Iteration 104Q: 3 clusters Score -1769196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1769210.000000 Penalty: 4773.817871
	Iteration 105Q: 3 clusters Score -1769210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1769227.750000 Penalty: 4773.817871
	Iteration 106Q: 3 clusters Score -1769228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1769241.375000 Penalty: 4773.817871
	Iteration 107Q: 3 clusters Score -1769241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1769254.250000 Penalty: 4773.817871
	Iteration 108Q: 3 clusters Score -1769254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1769267.125000 Penalty: 4773.817871
	Iteration 109Q: 3 clusters Score -1769267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1769277.500000 Penalty: 4773.817871
	Iteration 110Q: 3 clusters Score -1769278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1769287.125000 Penalty: 4773.817871
	Iteration 111Q: 3 clusters Score -1769287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1769296.750000 Penalty: 4773.817871
	Iteration 112Q: 3 clusters Score -1769297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1769307.875000 Penalty: 4773.817871
	Iteration 113Q: 3 clusters Score -1769308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1769319.500000 Penalty: 4773.817871
	Iteration 114Q: 3 clusters Score -1769320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1769327.750000 Penalty: 4773.817871
	Iteration 115Q: 3 clusters Score -1769328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1769334.250000 Penalty: 4773.817871
	Iteration 116Q: 3 clusters Score -1769334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1769342.625000 Penalty: 4773.817871
	Iteration 117Q: 3 clusters Score -1769343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1769347.625000 Penalty: 4773.817871
	Iteration 118Q: 3 clusters Score -1769348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1769355.250000 Penalty: 4773.817871
	Iteration 119Q: 3 clusters Score -1769355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1769361.875000 Penalty: 4773.817871
	Iteration 120F: 3 clusters Score -1769362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1769364.000000 Penalty: 4773.817871
	Iteration 121Q: 3 clusters Score -1769364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1769365.500000 Penalty: 4773.817871
	Iteration 122Q: 3 clusters Score -1769366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1769368.125000 Penalty: 4773.817871
	Iteration 123Q: 3 clusters Score -1769368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1769372.250000 Penalty: 4773.817871
	Iteration 124Q: 3 clusters Score -1769372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1769372.125000 Penalty: 4773.817871
	Iteration 125Q: 3 clusters Score -1769372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1769375.250000 Penalty: 4773.817871
	Iteration 126Q: 3 clusters Score -1769375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1769381.625000 Penalty: 4773.817871
	Iteration 127Q: 3 clusters Score -1769382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1769385.250000 Penalty: 4773.817871
	Iteration 128Q: 3 clusters Score -1769385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1769387.000000 Penalty: 4773.817871
	Iteration 129Q: 3 clusters Score -1769387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1769385.250000 Penalty: 4773.817871
	Iteration 130Q: 3 clusters Score -1769385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1769386.125000 Penalty: 4773.817871
	Iteration 131Q: 3 clusters Score -1769386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1769389.500000 Penalty: 4773.817871
	Iteration 132Q: 3 clusters Score -1769390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1769390.000000 Penalty: 4773.817871
	Iteration 133Q: 3 clusters Score -1769390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1769392.625000 Penalty: 4773.817871
	Iteration 134Q: 3 clusters Score -1769393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1769392.125000 Penalty: 4773.817871
	Iteration 135Q: 3 clusters Score -1769392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1769394.750000 Penalty: 4773.817871
	Iteration 136Q: 3 clusters Score -1769395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1769392.875000 Penalty: 4773.817871
	Iteration 137Q: 3 clusters Score -1769393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1769393.000000 Penalty: 4773.817871
	Iteration 138Q: 3 clusters Score -1769393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1769399.000000 Penalty: 4773.817871
	Iteration 139Q: 3 clusters Score -1769399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1769397.875000 Penalty: 4773.817871
	Iteration 140F: 3 clusters Score -1769398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1769401.750000 Penalty: 4773.817871
	Iteration 141Q: 3 clusters Score -1769402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1769402.500000 Penalty: 4773.817871
	Iteration 142Q: 3 clusters Score -1769402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1769401.500000 Penalty: 4773.817871
	Iteration 143Q: 3 clusters Score -1769402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1769405.375000 Penalty: 4773.817871
	Iteration 144Q: 3 clusters Score -1769405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1769401.500000 Penalty: 4773.817871
	Iteration 145Q: 3 clusters Score -1769402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1769403.500000 Penalty: 4773.817871
	Iteration 146Q: 3 clusters Score -1769404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1769405.625000 Penalty: 4773.817871
	Iteration 147Q: 3 clusters Score -1769406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1769408.125000 Penalty: 4773.817871
	Iteration 148Q: 3 clusters Score -1769408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1769410.875000 Penalty: 4773.817871
	Iteration 149Q: 3 clusters Score -1769411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1769408.250000 Penalty: 4773.817871
	Iteration 150Q: 3 clusters Score -1769408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1769405.750000 Penalty: 4773.817871
	Iteration 151Q: 3 clusters Score -1769406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1769409.250000 Penalty: 4773.817871
	Iteration 152Q: 3 clusters Score -1769409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1769409.250000 Penalty: 4773.817871
	Iteration 153F: 3 clusters Score -1769409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (218069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218069 members 
Entering Unmasked Estep 
Score: -25303034.000000 Penalty: 3048.556641
	Iteration 0F: 2 clusters Score -2.530303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108889 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -25159292.000000 Penalty: 6097.113281
	Iteration 0F: 3 clusters Score -2.515929e+07 nChanged 105106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105367 members 
Mstep: Class 2 contains 112702 members 
Entering Unmasked Estep 
Score: -25220640.000000 Penalty: 6097.113281
	Iteration 1F: 3 clusters Score -2.522064e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102835 members 
Mstep: Class 2 contains 115234 members 
Entering Unmasked Estep 
Score: -25221880.000000 Penalty: 6097.113281
	Iteration 2Q: 3 clusters Score -2.522188e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 119091 members 
Entering Unmasked Estep 
Score: -25223790.000000 Penalty: 6097.113281
	Iteration 3Q: 3 clusters Score -2.522379e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 124947 members 
Entering Unmasked Estep 
Score: -25227304.000000 Penalty: 6097.113281
	Iteration 4Q: 3 clusters Score -2.52273e+07 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 133277 members 
Entering Unmasked Estep 
Score: -25233742.000000 Penalty: 6097.113281
	Iteration 5F: 3 clusters Score -2.523374e+07 nChanged 15186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 144531 members 
Entering Unmasked Estep 
Score: -25244786.000000 Penalty: 6097.113281
	Iteration 6F: 3 clusters Score -2.524479e+07 nChanged 16844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 157417 members 
Entering Unmasked Estep 
Score: -25260104.000000 Penalty: 6097.113281
	Iteration 7F: 3 clusters Score -2.52601e+07 nChanged 15326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 168313 members 
Entering Unmasked Estep 
Score: -25275178.000000 Penalty: 6097.113281
	Iteration 8F: 3 clusters Score -2.527518e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 174742 members 
Entering Unmasked Estep 
Score: -25285022.000000 Penalty: 6097.113281
	Iteration 9F: 3 clusters Score -2.528502e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 178665 members 
Entering Unmasked Estep 
Score: -25289162.000000 Penalty: 6097.113281
	Iteration 10Q: 3 clusters Score -2.528916e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 182085 members 
Entering Unmasked Estep 
Score: -25291724.000000 Penalty: 6097.113281
	Iteration 11Q: 3 clusters Score -2.529172e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 185106 members 
Entering Unmasked Estep 
Score: -25293474.000000 Penalty: 6097.113281
	Iteration 12Q: 3 clusters Score -2.529347e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 187831 members 
Entering Unmasked Estep 
Score: -25294866.000000 Penalty: 6097.113281
	Iteration 13Q: 3 clusters Score -2.529487e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 190273 members 
Entering Unmasked Estep 
Score: -25296110.000000 Penalty: 6097.113281
	Iteration 14Q: 3 clusters Score -2.529611e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 192469 members 
Entering Unmasked Estep 
Score: -25296930.000000 Penalty: 6097.113281
	Iteration 15Q: 3 clusters Score -2.529693e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 194279 members 
Entering Unmasked Estep 
Score: -25297586.000000 Penalty: 6097.113281
	Iteration 16Q: 3 clusters Score -2.529759e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 195950 members 
Entering Unmasked Estep 
Score: -25297984.000000 Penalty: 6097.113281
	Iteration 17Q: 3 clusters Score -2.529798e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 197471 members 
Entering Unmasked Estep 
Score: -25298514.000000 Penalty: 6097.113281
	Iteration 18Q: 3 clusters Score -2.529851e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 198895 members 
Entering Unmasked Estep 
Score: -25298778.000000 Penalty: 6097.113281
	Iteration 19Q: 3 clusters Score -2.529878e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 200183 members 
Entering Unmasked Estep 
Score: -25298992.000000 Penalty: 6097.113281
	Iteration 20F: 3 clusters Score -2.529899e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 201413 members 
Entering Unmasked Estep 
Score: -25299292.000000 Penalty: 6097.113281
	Iteration 21Q: 3 clusters Score -2.529929e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 202512 members 
Entering Unmasked Estep 
Score: -25299506.000000 Penalty: 6097.113281
	Iteration 22Q: 3 clusters Score -2.529951e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 203469 members 
Entering Unmasked Estep 
Score: -25299754.000000 Penalty: 6097.113281
	Iteration 23Q: 3 clusters Score -2.529975e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 204334 members 
Entering Unmasked Estep 
Score: -25299816.000000 Penalty: 6097.113281
	Iteration 24Q: 3 clusters Score -2.529982e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 205129 members 
Entering Unmasked Estep 
Score: -25300044.000000 Penalty: 6097.113281
	Iteration 25Q: 3 clusters Score -2.530004e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 205889 members 
Entering Unmasked Estep 
Score: -25300218.000000 Penalty: 6097.113281
	Iteration 26Q: 3 clusters Score -2.530022e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 206604 members 
Entering Unmasked Estep 
Score: -25300342.000000 Penalty: 6097.113281
	Iteration 27Q: 3 clusters Score -2.530034e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 207264 members 
Entering Unmasked Estep 
Score: -25300442.000000 Penalty: 6097.113281
	Iteration 28Q: 3 clusters Score -2.530044e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 207867 members 
Entering Unmasked Estep 
Score: -25300564.000000 Penalty: 6097.113281
	Iteration 29Q: 3 clusters Score -2.530056e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 208433 members 
Entering Unmasked Estep 
Score: -25300662.000000 Penalty: 6097.113281
	Iteration 30Q: 3 clusters Score -2.530066e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 208912 members 
Entering Unmasked Estep 
Score: -25300716.000000 Penalty: 6097.113281
	Iteration 31Q: 3 clusters Score -2.530072e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 209362 members 
Entering Unmasked Estep 
Score: -25300784.000000 Penalty: 6097.113281
	Iteration 32Q: 3 clusters Score -2.530078e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 209750 members 
Entering Unmasked Estep 
Score: -25300784.000000 Penalty: 6097.113281
	Iteration 33Q: 3 clusters Score -2.530078e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 210093 members 
Entering Unmasked Estep 
Score: -25300782.000000 Penalty: 6097.113281
	Iteration 34Q: 3 clusters Score -2.530078e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 210420 members 
Entering Unmasked Estep 
Score: -25300802.000000 Penalty: 6097.113281
	Iteration 35Q: 3 clusters Score -2.53008e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 210755 members 
Entering Unmasked Estep 
Score: -25300844.000000 Penalty: 6097.113281
	Iteration 36Q: 3 clusters Score -2.530084e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 211054 members 
Entering Unmasked Estep 
Score: -25300836.000000 Penalty: 6097.113281
	Iteration 37Q: 3 clusters Score -2.530084e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 211314 members 
Entering Unmasked Estep 
Score: -25300884.000000 Penalty: 6097.113281
	Iteration 38Q: 3 clusters Score -2.530088e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 211569 members 
Entering Unmasked Estep 
Score: -25300868.000000 Penalty: 6097.113281
	Iteration 39Q: 3 clusters Score -2.530087e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 211817 members 
Entering Unmasked Estep 
Score: -25300904.000000 Penalty: 6097.113281
	Iteration 40F: 3 clusters Score -2.53009e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 212027 members 
Entering Unmasked Estep 
Score: -25300954.000000 Penalty: 6097.113281
	Iteration 41Q: 3 clusters Score -2.530095e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 212222 members 
Entering Unmasked Estep 
Score: -25300986.000000 Penalty: 6097.113281
	Iteration 42Q: 3 clusters Score -2.530099e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 212378 members 
Entering Unmasked Estep 
Score: -25300986.000000 Penalty: 6097.113281
	Iteration 43Q: 3 clusters Score -2.530099e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 212521 members 
Entering Unmasked Estep 
Score: -25300938.000000 Penalty: 6097.113281
	Iteration 44Q: 3 clusters Score -2.530094e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 212660 members 
Entering Unmasked Estep 
Score: -25300914.000000 Penalty: 6097.113281
	Iteration 45Q: 3 clusters Score -2.530091e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 212791 members 
Entering Unmasked Estep 
Score: -25300874.000000 Penalty: 6097.113281
	Iteration 46Q: 3 clusters Score -2.530087e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 212906 members 
Entering Unmasked Estep 
Score: -25300900.000000 Penalty: 6097.113281
	Iteration 47Q: 3 clusters Score -2.53009e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 213020 members 
Entering Unmasked Estep 
Score: -25300890.000000 Penalty: 6097.113281
	Iteration 48Q: 3 clusters Score -2.530089e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 213116 members 
Entering Unmasked Estep 
Score: -25300876.000000 Penalty: 6097.113281
	Iteration 49Q: 3 clusters Score -2.530088e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 213195 members 
Entering Unmasked Estep 
Score: -25300922.000000 Penalty: 6097.113281
	Iteration 50Q: 3 clusters Score -2.530092e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 213288 members 
Entering Unmasked Estep 
Score: -25300950.000000 Penalty: 6097.113281
	Iteration 51Q: 3 clusters Score -2.530095e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 213364 members 
Entering Unmasked Estep 
Score: -25300960.000000 Penalty: 6097.113281
	Iteration 52Q: 3 clusters Score -2.530096e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 213441 members 
Entering Unmasked Estep 
Score: -25300958.000000 Penalty: 6097.113281
	Iteration 53Q: 3 clusters Score -2.530096e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 213504 members 
Entering Unmasked Estep 
Score: -25300962.000000 Penalty: 6097.113281
	Iteration 54Q: 3 clusters Score -2.530096e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 213565 members 
Entering Unmasked Estep 
Score: -25300974.000000 Penalty: 6097.113281
	Iteration 55Q: 3 clusters Score -2.530097e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 213633 members 
Entering Unmasked Estep 
Score: -25300972.000000 Penalty: 6097.113281
	Iteration 56Q: 3 clusters Score -2.530097e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 213686 members 
Entering Unmasked Estep 
Score: -25300972.000000 Penalty: 6097.113281
	Iteration 57Q: 3 clusters Score -2.530097e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 213746 members 
Entering Unmasked Estep 
Score: -25300936.000000 Penalty: 6097.113281
	Iteration 58Q: 3 clusters Score -2.530094e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 213808 members 
Entering Unmasked Estep 
Score: -25300918.000000 Penalty: 6097.113281
	Iteration 59Q: 3 clusters Score -2.530092e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 213872 members 
Entering Unmasked Estep 
Score: -25300914.000000 Penalty: 6097.113281
	Iteration 60F: 3 clusters Score -2.530091e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 213933 members 
Entering Unmasked Estep 
Score: -25300926.000000 Penalty: 6097.113281
	Iteration 61Q: 3 clusters Score -2.530093e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 214000 members 
Entering Unmasked Estep 
Score: -25300858.000000 Penalty: 6097.113281
	Iteration 62Q: 3 clusters Score -2.530086e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 214061 members 
Entering Unmasked Estep 
Score: -25300856.000000 Penalty: 6097.113281
	Iteration 63Q: 3 clusters Score -2.530086e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 214117 members 
Entering Unmasked Estep 
Score: -25300844.000000 Penalty: 6097.113281
	Iteration 64Q: 3 clusters Score -2.530084e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 214163 members 
Entering Unmasked Estep 
Score: -25300840.000000 Penalty: 6097.113281
	Iteration 65Q: 3 clusters Score -2.530084e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 214206 members 
Entering Unmasked Estep 
Score: -25300824.000000 Penalty: 6097.113281
	Iteration 66Q: 3 clusters Score -2.530082e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 214263 members 
Entering Unmasked Estep 
Score: -25300846.000000 Penalty: 6097.113281
	Iteration 67Q: 3 clusters Score -2.530085e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 214316 members 
Entering Unmasked Estep 
Score: -25300794.000000 Penalty: 6097.113281
	Iteration 68Q: 3 clusters Score -2.530079e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 214366 members 
Entering Unmasked Estep 
Score: -25300782.000000 Penalty: 6097.113281
	Iteration 69Q: 3 clusters Score -2.530078e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 214420 members 
Entering Unmasked Estep 
Score: -25300784.000000 Penalty: 6097.113281
	Iteration 70Q: 3 clusters Score -2.530078e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 214469 members 
Entering Unmasked Estep 
Score: -25300806.000000 Penalty: 6097.113281
	Iteration 71Q: 3 clusters Score -2.530081e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 214523 members 
Entering Unmasked Estep 
Score: -25300830.000000 Penalty: 6097.113281
	Iteration 72Q: 3 clusters Score -2.530083e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 214570 members 
Entering Unmasked Estep 
Score: -25300834.000000 Penalty: 6097.113281
	Iteration 73Q: 3 clusters Score -2.530083e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 214619 members 
Entering Unmasked Estep 
Score: -25300810.000000 Penalty: 6097.113281
	Iteration 74Q: 3 clusters Score -2.530081e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 214657 members 
Entering Unmasked Estep 
Score: -25300810.000000 Penalty: 6097.113281
	Iteration 75Q: 3 clusters Score -2.530081e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 214699 members 
Entering Unmasked Estep 
Score: -25300818.000000 Penalty: 6097.113281
	Iteration 76Q: 3 clusters Score -2.530082e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 214732 members 
Entering Unmasked Estep 
Score: -25300808.000000 Penalty: 6097.113281
	Iteration 77Q: 3 clusters Score -2.530081e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 214760 members 
Entering Unmasked Estep 
Score: -25300812.000000 Penalty: 6097.113281
	Iteration 78Q: 3 clusters Score -2.530081e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 214789 members 
Entering Unmasked Estep 
Score: -25300872.000000 Penalty: 6097.113281
	Iteration 79Q: 3 clusters Score -2.530087e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 214813 members 
Entering Unmasked Estep 
Score: -25300914.000000 Penalty: 6097.113281
	Iteration 80F: 3 clusters Score -2.530091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 214832 members 
Entering Unmasked Estep 
Score: -25300938.000000 Penalty: 6097.113281
	Iteration 81Q: 3 clusters Score -2.530094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 214851 members 
Entering Unmasked Estep 
Score: -25300938.000000 Penalty: 6097.113281
	Iteration 82Q: 3 clusters Score -2.530094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 214878 members 
Entering Unmasked Estep 
Score: -25300922.000000 Penalty: 6097.113281
	Iteration 83Q: 3 clusters Score -2.530092e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 214909 members 
Entering Unmasked Estep 
Score: -25300940.000000 Penalty: 6097.113281
	Iteration 84Q: 3 clusters Score -2.530094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 214933 members 
Entering Unmasked Estep 
Score: -25300952.000000 Penalty: 6097.113281
	Iteration 85Q: 3 clusters Score -2.530095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 214955 members 
Entering Unmasked Estep 
Score: -25300964.000000 Penalty: 6097.113281
	Iteration 86Q: 3 clusters Score -2.530096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 214972 members 
Entering Unmasked Estep 
Score: -25300948.000000 Penalty: 6097.113281
	Iteration 87Q: 3 clusters Score -2.530095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 214988 members 
Entering Unmasked Estep 
Score: -25300948.000000 Penalty: 6097.113281
	Iteration 88Q: 3 clusters Score -2.530095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 215003 members 
Entering Unmasked Estep 
Score: -25300950.000000 Penalty: 6097.113281
	Iteration 89Q: 3 clusters Score -2.530095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 215016 members 
Entering Unmasked Estep 
Score: -25300956.000000 Penalty: 6097.113281
	Iteration 90Q: 3 clusters Score -2.530096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 215023 members 
Entering Unmasked Estep 
Score: -25300958.000000 Penalty: 6097.113281
	Iteration 91Q: 3 clusters Score -2.530096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 215026 members 
Entering Unmasked Estep 
Score: -25300926.000000 Penalty: 6097.113281
	Iteration 92Q: 3 clusters Score -2.530093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 215031 members 
Entering Unmasked Estep 
Score: -25300936.000000 Penalty: 6097.113281
	Iteration 93Q: 3 clusters Score -2.530094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 215039 members 
Entering Unmasked Estep 
Score: -25300934.000000 Penalty: 6097.113281
	Iteration 94Q: 3 clusters Score -2.530093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 215047 members 
Entering Unmasked Estep 
Score: -25300890.000000 Penalty: 6097.113281
	Iteration 95Q: 3 clusters Score -2.530089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 215053 members 
Entering Unmasked Estep 
Score: -25300900.000000 Penalty: 6097.113281
	Iteration 96Q: 3 clusters Score -2.53009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 215064 members 
Entering Unmasked Estep 
Score: -25300918.000000 Penalty: 6097.113281
	Iteration 97Q: 3 clusters Score -2.530092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 215067 members 
Entering Unmasked Estep 
Score: -25300892.000000 Penalty: 6097.113281
	Iteration 98Q: 3 clusters Score -2.530089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 215072 members 
Entering Unmasked Estep 
Score: -25300888.000000 Penalty: 6097.113281
	Iteration 99Q: 3 clusters Score -2.530089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 215079 members 
Entering Unmasked Estep 
Score: -25300902.000000 Penalty: 6097.113281
	Iteration 100F: 3 clusters Score -2.53009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 215086 members 
Entering Unmasked Estep 
Score: -25300902.000000 Penalty: 6097.113281
	Iteration 101Q: 3 clusters Score -2.53009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 215095 members 
Entering Unmasked Estep 
Score: -25300910.000000 Penalty: 6097.113281
	Iteration 102Q: 3 clusters Score -2.530091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 215105 members 
Entering Unmasked Estep 
Score: -25300884.000000 Penalty: 6097.113281
	Iteration 103Q: 3 clusters Score -2.530088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 215113 members 
Entering Unmasked Estep 
Score: -25300898.000000 Penalty: 6097.113281
	Iteration 104Q: 3 clusters Score -2.53009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 215116 members 
Entering Unmasked Estep 
Score: -25300908.000000 Penalty: 6097.113281
	Iteration 105Q: 3 clusters Score -2.530091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 215118 members 
Entering Unmasked Estep 
Score: -25300912.000000 Penalty: 6097.113281
	Iteration 106Q: 3 clusters Score -2.530091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 215119 members 
Entering Unmasked Estep 
Score: -25300916.000000 Penalty: 6097.113281
	Iteration 107Q: 3 clusters Score -2.530092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 215121 members 
Entering Unmasked Estep 
Score: -25300908.000000 Penalty: 6097.113281
	Iteration 108Q: 3 clusters Score -2.530091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 215124 members 
Entering Unmasked Estep 
Score: -25300912.000000 Penalty: 6097.113281
	Iteration 109Q: 3 clusters Score -2.530091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 215128 members 
Entering Unmasked Estep 
Score: -25300902.000000 Penalty: 6097.113281
	Iteration 110Q: 3 clusters Score -2.53009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 215134 members 
Entering Unmasked Estep 
Score: -25300896.000000 Penalty: 6097.113281
	Iteration 111Q: 3 clusters Score -2.53009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 215140 members 
Entering Unmasked Estep 
Score: -25300900.000000 Penalty: 6097.113281
	Iteration 112Q: 3 clusters Score -2.53009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 215145 members 
Entering Unmasked Estep 
Score: -25300890.000000 Penalty: 6097.113281
	Iteration 113Q: 3 clusters Score -2.530089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 215153 members 
Entering Unmasked Estep 
Score: -25300894.000000 Penalty: 6097.113281
	Iteration 114Q: 3 clusters Score -2.530089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 215159 members 
Entering Unmasked Estep 
Score: -25300864.000000 Penalty: 6097.113281
	Iteration 115Q: 3 clusters Score -2.530086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 215164 members 
Entering Unmasked Estep 
Score: -25300880.000000 Penalty: 6097.113281
	Iteration 116Q: 3 clusters Score -2.530088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 215168 members 
Entering Unmasked Estep 
Score: -25300900.000000 Penalty: 6097.113281
	Iteration 117Q: 3 clusters Score -2.53009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 215171 members 
Entering Unmasked Estep 
Score: -25300878.000000 Penalty: 6097.113281
	Iteration 118Q: 3 clusters Score -2.530088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 215174 members 
Entering Unmasked Estep 
Score: -25300872.000000 Penalty: 6097.113281
	Iteration 119Q: 3 clusters Score -2.530087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 215178 members 
Entering Unmasked Estep 
Score: -25300856.000000 Penalty: 6097.113281
	Iteration 120F: 3 clusters Score -2.530086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 215180 members 
Entering Unmasked Estep 
Score: -25300866.000000 Penalty: 6097.113281
	Iteration 121Q: 3 clusters Score -2.530087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 215182 members 
Entering Unmasked Estep 
Score: -25300870.000000 Penalty: 6097.113281
	Iteration 122Q: 3 clusters Score -2.530087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 215182 members 
Entering Unmasked Estep 
Score: -25300870.000000 Penalty: 6097.113281
	Iteration 123F: 3 clusters Score -2.530087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -24731.664062 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -24731.66 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 124 members 
Entering Unmasked Estep 
Score: -23519.443359 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -23519.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23598.873047 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -23598.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23627.781250 Penalty: 2714.246094
	Iteration 2Q: 3 clusters Score -23627.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23655.115234 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -23655.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23676.968750 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -23676.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23683.869141 Penalty: 2714.246094
	Iteration 5Q: 3 clusters Score -23683.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23683.869141 Penalty: 2714.246094
	Iteration 6F: 3 clusters Score -23683.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Entering Unmasked Estep 
Score: -1777943.375000 Penalty: 2385.215332
	Iteration 0F: 2 clusters Score -1777943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1767150.000000 Penalty: 4770.430664
	Iteration 0F: 3 clusters Score -1767150 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1770614.625000 Penalty: 4770.430664
	Iteration 1F: 3 clusters Score -1770615 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1771093.125000 Penalty: 4770.430664
	Iteration 2F: 3 clusters Score -1771093 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1771518.875000 Penalty: 4770.430664
	Iteration 3F: 3 clusters Score -1771519 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1771954.875000 Penalty: 4770.430664
	Iteration 4F: 3 clusters Score -1771955 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1772433.250000 Penalty: 4770.430664
	Iteration 5F: 3 clusters Score -1772433 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1772960.125000 Penalty: 4770.430664
	Iteration 6F: 3 clusters Score -1772960 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1773512.125000 Penalty: 4770.430664
	Iteration 7F: 3 clusters Score -1773512 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1774065.250000 Penalty: 4770.430664
	Iteration 8Q: 3 clusters Score -1774065 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1774602.000000 Penalty: 4770.430664
	Iteration 9Q: 3 clusters Score -1774602 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1775044.500000 Penalty: 4770.430664
	Iteration 10Q: 3 clusters Score -1775044 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1775369.375000 Penalty: 4770.430664
	Iteration 11Q: 3 clusters Score -1775369 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1775572.500000 Penalty: 4770.430664
	Iteration 12Q: 3 clusters Score -1775572 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1775691.000000 Penalty: 4770.430664
	Iteration 13Q: 3 clusters Score -1775691 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1775761.375000 Penalty: 4770.430664
	Iteration 14Q: 3 clusters Score -1775761 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1775812.625000 Penalty: 4770.430664
	Iteration 15Q: 3 clusters Score -1775813 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1775853.375000 Penalty: 4770.430664
	Iteration 16Q: 3 clusters Score -1775853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1775883.250000 Penalty: 4770.430664
	Iteration 17Q: 3 clusters Score -1775883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1775910.750000 Penalty: 4770.430664
	Iteration 18Q: 3 clusters Score -1775911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1775929.625000 Penalty: 4770.430664
	Iteration 19Q: 3 clusters Score -1775930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1775948.500000 Penalty: 4770.430664
	Iteration 20F: 3 clusters Score -1775948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1775961.875000 Penalty: 4770.430664
	Iteration 21Q: 3 clusters Score -1775962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1775972.000000 Penalty: 4770.430664
	Iteration 22Q: 3 clusters Score -1775972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1775982.500000 Penalty: 4770.430664
	Iteration 23Q: 3 clusters Score -1775982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1775984.625000 Penalty: 4770.430664
	Iteration 24Q: 3 clusters Score -1775985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1775987.000000 Penalty: 4770.430664
	Iteration 25Q: 3 clusters Score -1775987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1775994.625000 Penalty: 4770.430664
	Iteration 26Q: 3 clusters Score -1775995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1775996.625000 Penalty: 4770.430664
	Iteration 27Q: 3 clusters Score -1775997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1776002.750000 Penalty: 4770.430664
	Iteration 28Q: 3 clusters Score -1776003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1776003.875000 Penalty: 4770.430664
	Iteration 29Q: 3 clusters Score -1776004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1776004.375000 Penalty: 4770.430664
	Iteration 30Q: 3 clusters Score -1776004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1776008.625000 Penalty: 4770.430664
	Iteration 31Q: 3 clusters Score -1776009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1776009.375000 Penalty: 4770.430664
	Iteration 32Q: 3 clusters Score -1776009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1776014.125000 Penalty: 4770.430664
	Iteration 33Q: 3 clusters Score -1776014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1776018.125000 Penalty: 4770.430664
	Iteration 34Q: 3 clusters Score -1776018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1776019.250000 Penalty: 4770.430664
	Iteration 35Q: 3 clusters Score -1776019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1776021.375000 Penalty: 4770.430664
	Iteration 36Q: 3 clusters Score -1776021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1776024.500000 Penalty: 4770.430664
	Iteration 37Q: 3 clusters Score -1776024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1776023.000000 Penalty: 4770.430664
	Iteration 38Q: 3 clusters Score -1776023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1776025.375000 Penalty: 4770.430664
	Iteration 39Q: 3 clusters Score -1776025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1776022.500000 Penalty: 4770.430664
	Iteration 40F: 3 clusters Score -1776022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1776022.750000 Penalty: 4770.430664
	Iteration 41Q: 3 clusters Score -1776023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1776022.250000 Penalty: 4770.430664
	Iteration 42Q: 3 clusters Score -1776022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1776023.875000 Penalty: 4770.430664
	Iteration 43Q: 3 clusters Score -1776024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1776025.750000 Penalty: 4770.430664
	Iteration 44Q: 3 clusters Score -1776026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1776030.125000 Penalty: 4770.430664
	Iteration 45Q: 3 clusters Score -1776030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1776027.750000 Penalty: 4770.430664
	Iteration 46Q: 3 clusters Score -1776028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1776027.750000 Penalty: 4770.430664
	Iteration 47F: 3 clusters Score -1776028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Entering Unmasked Estep 
Score: -2195427.750000 Penalty: 2437.373047
	Iteration 0F: 2 clusters Score -2195428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2182264.250000 Penalty: 4874.746094
	Iteration 0F: 3 clusters Score -2182264 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2186677.250000 Penalty: 4874.746094
	Iteration 1F: 3 clusters Score -2186677 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2187024.750000 Penalty: 4874.746094
	Iteration 2F: 3 clusters Score -2187025 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2187346.500000 Penalty: 4874.746094
	Iteration 3Q: 3 clusters Score -2187346 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2187715.750000 Penalty: 4874.746094
	Iteration 4Q: 3 clusters Score -2187716 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2188161.750000 Penalty: 4874.746094
	Iteration 5Q: 3 clusters Score -2188162 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2188718.000000 Penalty: 4874.746094
	Iteration 6Q: 3 clusters Score -2188718 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2189422.000000 Penalty: 4874.746094
	Iteration 7F: 3 clusters Score -2189422 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2190164.750000 Penalty: 4874.746094
	Iteration 8F: 3 clusters Score -2190165 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2190893.500000 Penalty: 4874.746094
	Iteration 9Q: 3 clusters Score -2190894 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2191540.000000 Penalty: 4874.746094
	Iteration 10Q: 3 clusters Score -2191540 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2192049.500000 Penalty: 4874.746094
	Iteration 11Q: 3 clusters Score -2192050 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2192416.000000 Penalty: 4874.746094
	Iteration 12Q: 3 clusters Score -2192416 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2192676.250000 Penalty: 4874.746094
	Iteration 13Q: 3 clusters Score -2192676 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2192863.000000 Penalty: 4874.746094
	Iteration 14Q: 3 clusters Score -2192863 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2192994.000000 Penalty: 4874.746094
	Iteration 15Q: 3 clusters Score -2192994 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2193090.000000 Penalty: 4874.746094
	Iteration 16Q: 3 clusters Score -2193090 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2193161.250000 Penalty: 4874.746094
	Iteration 17Q: 3 clusters Score -2193161 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2193214.250000 Penalty: 4874.746094
	Iteration 18Q: 3 clusters Score -2193214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2193248.250000 Penalty: 4874.746094
	Iteration 19Q: 3 clusters Score -2193248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2193280.000000 Penalty: 4874.746094
	Iteration 20F: 3 clusters Score -2193280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2193305.000000 Penalty: 4874.746094
	Iteration 21Q: 3 clusters Score -2193305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2193325.750000 Penalty: 4874.746094
	Iteration 22Q: 3 clusters Score -2193326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2193334.500000 Penalty: 4874.746094
	Iteration 23Q: 3 clusters Score -2193334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2193341.000000 Penalty: 4874.746094
	Iteration 24Q: 3 clusters Score -2193341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2193346.500000 Penalty: 4874.746094
	Iteration 25Q: 3 clusters Score -2193346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2193349.750000 Penalty: 4874.746094
	Iteration 26Q: 3 clusters Score -2193350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2193357.500000 Penalty: 4874.746094
	Iteration 27Q: 3 clusters Score -2193358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2193357.250000 Penalty: 4874.746094
	Iteration 28Q: 3 clusters Score -2193357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2193357.250000 Penalty: 4874.746094
	Iteration 29F: 3 clusters Score -2193357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -79340.476562 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -79340.48 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 360 members 
Entering Unmasked Estep 
Score: -77619.734375 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -77619.73 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77826.679688 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -77826.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77887.226562 Penalty: 3270.829102
	Iteration 2Q: 3 clusters Score -77887.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77925.531250 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -77925.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77935.726562 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -77935.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77942.726562 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -77942.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77951.468750 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -77951.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77959.500000 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -77959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77962.617188 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -77962.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77962.617188 Penalty: 3270.829102
	Iteration 9F: 3 clusters Score -77962.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -130729.617188 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -130729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -128792.398438 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -128792.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -129430.101562 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -129430.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -129832.148438 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -129832.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -130085.398438 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -130085.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -130257.265625 Penalty: 3543.234375
	Iteration 4F: 3 clusters Score -130257.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -130346.117188 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -130346.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -130378.203125 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -130378.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -130409.406250 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -130409.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -130429.492188 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -130429.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -130443.851562 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -130443.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -130455.773438 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -130455.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -130461.257812 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -130461.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -130467.218750 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -130467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -130471.554688 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -130471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -130475.695312 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -130475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -130477.062500 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -130477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -130478.679688 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -130478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -130480.156250 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -130480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -130481.757812 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -130481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -130482.984375 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -130483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -130491.585938 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -130491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -130524.601562 Penalty: 3543.234375
	Iteration 21Q: 3 clusters Score -130524.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -130533.640625 Penalty: 3543.234375
	Iteration 22Q: 3 clusters Score -130533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -130535.968750 Penalty: 3543.234375
	Iteration 23Q: 3 clusters Score -130536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -130535.968750 Penalty: 3543.234375
	Iteration 24F: 3 clusters Score -130536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Entering Unmasked Estep 
Score: -987227.437500 Penalty: 2238.491943
	Iteration 0F: 2 clusters Score -987227.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -980576.875000 Penalty: 4476.983887
	Iteration 0F: 3 clusters Score -980576.9 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -982377.187500 Penalty: 4476.983887
	Iteration 1F: 3 clusters Score -982377.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -982599.062500 Penalty: 4476.983887
	Iteration 2F: 3 clusters Score -982599.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -982749.812500 Penalty: 4476.983887
	Iteration 3Q: 3 clusters Score -982749.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -982843.812500 Penalty: 4476.983887
	Iteration 4Q: 3 clusters Score -982843.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -982908.125000 Penalty: 4476.983887
	Iteration 5Q: 3 clusters Score -982908.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -982953.250000 Penalty: 4476.983887
	Iteration 6Q: 3 clusters Score -982953.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -982994.375000 Penalty: 4476.983887
	Iteration 7Q: 3 clusters Score -982994.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -983029.812500 Penalty: 4476.983887
	Iteration 8Q: 3 clusters Score -983029.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -983061.250000 Penalty: 4476.983887
	Iteration 9Q: 3 clusters Score -983061.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -983084.000000 Penalty: 4476.983887
	Iteration 10Q: 3 clusters Score -983084 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -983106.437500 Penalty: 4476.983887
	Iteration 11Q: 3 clusters Score -983106.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -983129.062500 Penalty: 4476.983887
	Iteration 12Q: 3 clusters Score -983129.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -983151.500000 Penalty: 4476.983887
	Iteration 13Q: 3 clusters Score -983151.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -983182.250000 Penalty: 4476.983887
	Iteration 14Q: 3 clusters Score -983182.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -983201.250000 Penalty: 4476.983887
	Iteration 15Q: 3 clusters Score -983201.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -983222.187500 Penalty: 4476.983887
	Iteration 16Q: 3 clusters Score -983222.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -983244.875000 Penalty: 4476.983887
	Iteration 17Q: 3 clusters Score -983244.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -983266.812500 Penalty: 4476.983887
	Iteration 18Q: 3 clusters Score -983266.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -983286.375000 Penalty: 4476.983887
	Iteration 19Q: 3 clusters Score -983286.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -983309.687500 Penalty: 4476.983887
	Iteration 20F: 3 clusters Score -983309.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -983333.000000 Penalty: 4476.983887
	Iteration 21Q: 3 clusters Score -983333 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -983368.437500 Penalty: 4476.983887
	Iteration 22Q: 3 clusters Score -983368.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -983416.875000 Penalty: 4476.983887
	Iteration 23Q: 3 clusters Score -983416.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -983476.500000 Penalty: 4476.983887
	Iteration 24Q: 3 clusters Score -983476.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -983531.500000 Penalty: 4476.983887
	Iteration 25Q: 3 clusters Score -983531.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -983599.625000 Penalty: 4476.983887
	Iteration 26Q: 3 clusters Score -983599.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -983689.500000 Penalty: 4476.983887
	Iteration 27Q: 3 clusters Score -983689.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -983792.562500 Penalty: 4476.983887
	Iteration 28Q: 3 clusters Score -983792.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -983913.750000 Penalty: 4476.983887
	Iteration 29Q: 3 clusters Score -983913.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -984004.437500 Penalty: 4476.983887
	Iteration 30Q: 3 clusters Score -984004.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -984082.187500 Penalty: 4476.983887
	Iteration 31Q: 3 clusters Score -984082.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -984159.562500 Penalty: 4476.983887
	Iteration 32Q: 3 clusters Score -984159.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -984229.937500 Penalty: 4476.983887
	Iteration 33Q: 3 clusters Score -984229.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -984298.125000 Penalty: 4476.983887
	Iteration 34Q: 3 clusters Score -984298.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -984372.312500 Penalty: 4476.983887
	Iteration 35Q: 3 clusters Score -984372.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -984455.937500 Penalty: 4476.983887
	Iteration 36Q: 3 clusters Score -984455.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -984525.312500 Penalty: 4476.983887
	Iteration 37Q: 3 clusters Score -984525.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -984585.500000 Penalty: 4476.983887
	Iteration 38Q: 3 clusters Score -984585.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -984629.625000 Penalty: 4476.983887
	Iteration 39Q: 3 clusters Score -984629.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -984678.125000 Penalty: 4476.983887
	Iteration 40F: 3 clusters Score -984678.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -984712.125000 Penalty: 4476.983887
	Iteration 41Q: 3 clusters Score -984712.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -984735.000000 Penalty: 4476.983887
	Iteration 42Q: 3 clusters Score -984735 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -984758.375000 Penalty: 4476.983887
	Iteration 43Q: 3 clusters Score -984758.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -984783.750000 Penalty: 4476.983887
	Iteration 44Q: 3 clusters Score -984783.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -984817.562500 Penalty: 4476.983887
	Iteration 45Q: 3 clusters Score -984817.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -984845.187500 Penalty: 4476.983887
	Iteration 46Q: 3 clusters Score -984845.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -984875.375000 Penalty: 4476.983887
	Iteration 47Q: 3 clusters Score -984875.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -984902.312500 Penalty: 4476.983887
	Iteration 48Q: 3 clusters Score -984902.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -984925.250000 Penalty: 4476.983887
	Iteration 49Q: 3 clusters Score -984925.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -984944.250000 Penalty: 4476.983887
	Iteration 50Q: 3 clusters Score -984944.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -984966.750000 Penalty: 4476.983887
	Iteration 51Q: 3 clusters Score -984966.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -984980.812500 Penalty: 4476.983887
	Iteration 52Q: 3 clusters Score -984980.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -984997.250000 Penalty: 4476.983887
	Iteration 53Q: 3 clusters Score -984997.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -985016.625000 Penalty: 4476.983887
	Iteration 54Q: 3 clusters Score -985016.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -985031.937500 Penalty: 4476.983887
	Iteration 55Q: 3 clusters Score -985031.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -985047.437500 Penalty: 4476.983887
	Iteration 56Q: 3 clusters Score -985047.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -985065.875000 Penalty: 4476.983887
	Iteration 57Q: 3 clusters Score -985065.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -985083.750000 Penalty: 4476.983887
	Iteration 58Q: 3 clusters Score -985083.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -985099.625000 Penalty: 4476.983887
	Iteration 59Q: 3 clusters Score -985099.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -985114.250000 Penalty: 4476.983887
	Iteration 60F: 3 clusters Score -985114.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -985128.375000 Penalty: 4476.983887
	Iteration 61Q: 3 clusters Score -985128.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -985138.187500 Penalty: 4476.983887
	Iteration 62Q: 3 clusters Score -985138.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -985145.875000 Penalty: 4476.983887
	Iteration 63Q: 3 clusters Score -985145.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -985153.562500 Penalty: 4476.983887
	Iteration 64Q: 3 clusters Score -985153.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -985163.062500 Penalty: 4476.983887
	Iteration 65Q: 3 clusters Score -985163.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -985170.000000 Penalty: 4476.983887
	Iteration 66Q: 3 clusters Score -985170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -985177.500000 Penalty: 4476.983887
	Iteration 67Q: 3 clusters Score -985177.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -985184.250000 Penalty: 4476.983887
	Iteration 68Q: 3 clusters Score -985184.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -985189.562500 Penalty: 4476.983887
	Iteration 69Q: 3 clusters Score -985189.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -985198.437500 Penalty: 4476.983887
	Iteration 70Q: 3 clusters Score -985198.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -985201.750000 Penalty: 4476.983887
	Iteration 71Q: 3 clusters Score -985201.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -985213.125000 Penalty: 4476.983887
	Iteration 72Q: 3 clusters Score -985213.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -985219.125000 Penalty: 4476.983887
	Iteration 73Q: 3 clusters Score -985219.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -985227.562500 Penalty: 4476.983887
	Iteration 74Q: 3 clusters Score -985227.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -985234.312500 Penalty: 4476.983887
	Iteration 75Q: 3 clusters Score -985234.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -985240.000000 Penalty: 4476.983887
	Iteration 76Q: 3 clusters Score -985240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -985242.187500 Penalty: 4476.983887
	Iteration 77Q: 3 clusters Score -985242.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -985244.937500 Penalty: 4476.983887
	Iteration 78Q: 3 clusters Score -985244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -985247.437500 Penalty: 4476.983887
	Iteration 79Q: 3 clusters Score -985247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -985249.625000 Penalty: 4476.983887
	Iteration 80F: 3 clusters Score -985249.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -985251.875000 Penalty: 4476.983887
	Iteration 81Q: 3 clusters Score -985251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -985255.375000 Penalty: 4476.983887
	Iteration 82Q: 3 clusters Score -985255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -985257.125000 Penalty: 4476.983887
	Iteration 83Q: 3 clusters Score -985257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -985258.000000 Penalty: 4476.983887
	Iteration 84Q: 3 clusters Score -985258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -985258.000000 Penalty: 4476.983887
	Iteration 85F: 3 clusters Score -985258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Entering Unmasked Estep 
Score: -436971.343750 Penalty: 2042.566528
	Iteration 0F: 2 clusters Score -436971.3 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 1910 members 
Entering Unmasked Estep 
Score: -433187.875000 Penalty: 4085.133057
	Iteration 0F: 3 clusters Score -433187.9 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -433970.375000 Penalty: 4085.133057
	Iteration 1F: 3 clusters Score -433970.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -434161.093750 Penalty: 4085.133057
	Iteration 2F: 3 clusters Score -434161.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -434277.937500 Penalty: 4085.133057
	Iteration 3Q: 3 clusters Score -434277.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -434370.625000 Penalty: 4085.133057
	Iteration 4Q: 3 clusters Score -434370.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -434435.625000 Penalty: 4085.133057
	Iteration 5Q: 3 clusters Score -434435.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -434485.062500 Penalty: 4085.133057
	Iteration 6Q: 3 clusters Score -434485.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -434513.156250 Penalty: 4085.133057
	Iteration 7Q: 3 clusters Score -434513.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -434531.750000 Penalty: 4085.133057
	Iteration 8Q: 3 clusters Score -434531.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -434542.781250 Penalty: 4085.133057
	Iteration 9Q: 3 clusters Score -434542.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -434554.218750 Penalty: 4085.133057
	Iteration 10Q: 3 clusters Score -434554.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -434562.125000 Penalty: 4085.133057
	Iteration 11Q: 3 clusters Score -434562.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -434567.937500 Penalty: 4085.133057
	Iteration 12Q: 3 clusters Score -434567.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -434576.125000 Penalty: 4085.133057
	Iteration 13Q: 3 clusters Score -434576.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -434581.000000 Penalty: 4085.133057
	Iteration 14Q: 3 clusters Score -434581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -434587.750000 Penalty: 4085.133057
	Iteration 15Q: 3 clusters Score -434587.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -434590.343750 Penalty: 4085.133057
	Iteration 16Q: 3 clusters Score -434590.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -434594.000000 Penalty: 4085.133057
	Iteration 17Q: 3 clusters Score -434594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -434597.406250 Penalty: 4085.133057
	Iteration 18Q: 3 clusters Score -434597.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -434601.781250 Penalty: 4085.133057
	Iteration 19Q: 3 clusters Score -434601.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -434605.531250 Penalty: 4085.133057
	Iteration 20F: 3 clusters Score -434605.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -434608.000000 Penalty: 4085.133057
	Iteration 21Q: 3 clusters Score -434608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -434609.968750 Penalty: 4085.133057
	Iteration 22Q: 3 clusters Score -434610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -434610.656250 Penalty: 4085.133057
	Iteration 23Q: 3 clusters Score -434610.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -434611.093750 Penalty: 4085.133057
	Iteration 24Q: 3 clusters Score -434611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -434611.312500 Penalty: 4085.133057
	Iteration 25Q: 3 clusters Score -434611.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -434611.312500 Penalty: 4085.133057
	Iteration 26F: 3 clusters Score -434611.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159866 members 
Entering Unmasked Estep 
Score: -18572044.000000 Penalty: 2971.558594
	Iteration 0F: 2 clusters Score -1.857204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -18466076.000000 Penalty: 5943.117188
	Iteration 0F: 3 clusters Score -1.846608e+07 nChanged 76790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -18511380.000000 Penalty: 5943.117188
	Iteration 1F: 3 clusters Score -1.851138e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -18513480.000000 Penalty: 5943.117188
	Iteration 2Q: 3 clusters Score -1.851348e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -18516688.000000 Penalty: 5943.117188
	Iteration 3Q: 3 clusters Score -1.851669e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70819 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -18521502.000000 Penalty: 5943.117188
	Iteration 4F: 3 clusters Score -1.85215e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -18528404.000000 Penalty: 5943.117188
	Iteration 5F: 3 clusters Score -1.85284e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 100008 members 
Entering Unmasked Estep 
Score: -18537704.000000 Penalty: 5943.117188
	Iteration 6F: 3 clusters Score -1.85377e+07 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 105592 members 
Entering Unmasked Estep 
Score: -18546720.000000 Penalty: 5943.117188
	Iteration 7F: 3 clusters Score -1.854672e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -18552216.000000 Penalty: 5943.117188
	Iteration 8F: 3 clusters Score -1.855222e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 112748 members 
Entering Unmasked Estep 
Score: -18554798.000000 Penalty: 5943.117188
	Iteration 9Q: 3 clusters Score -1.85548e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 115448 members 
Entering Unmasked Estep 
Score: -18556302.000000 Penalty: 5943.117188
	Iteration 10Q: 3 clusters Score -1.85563e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 118074 members 
Entering Unmasked Estep 
Score: -18557400.000000 Penalty: 5943.117188
	Iteration 11Q: 3 clusters Score -1.85574e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 120686 members 
Entering Unmasked Estep 
Score: -18558510.000000 Penalty: 5943.117188
	Iteration 12Q: 3 clusters Score -1.855851e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 123181 members 
Entering Unmasked Estep 
Score: -18559676.000000 Penalty: 5943.117188
	Iteration 13Q: 3 clusters Score -1.855968e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 125562 members 
Entering Unmasked Estep 
Score: -18560736.000000 Penalty: 5943.117188
	Iteration 14Q: 3 clusters Score -1.856074e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 127834 members 
Entering Unmasked Estep 
Score: -18561612.000000 Penalty: 5943.117188
	Iteration 15Q: 3 clusters Score -1.856161e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 130036 members 
Entering Unmasked Estep 
Score: -18562616.000000 Penalty: 5943.117188
	Iteration 16Q: 3 clusters Score -1.856262e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 132029 members 
Entering Unmasked Estep 
Score: -18563474.000000 Penalty: 5943.117188
	Iteration 17Q: 3 clusters Score -1.856347e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 133910 members 
Entering Unmasked Estep 
Score: -18564392.000000 Penalty: 5943.117188
	Iteration 18Q: 3 clusters Score -1.856439e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -18565064.000000 Penalty: 5943.117188
	Iteration 19Q: 3 clusters Score -1.856506e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 137291 members 
Entering Unmasked Estep 
Score: -18565776.000000 Penalty: 5943.117188
	Iteration 20F: 3 clusters Score -1.856578e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 138786 members 
Entering Unmasked Estep 
Score: -18566250.000000 Penalty: 5943.117188
	Iteration 21Q: 3 clusters Score -1.856625e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 140192 members 
Entering Unmasked Estep 
Score: -18566548.000000 Penalty: 5943.117188
	Iteration 22Q: 3 clusters Score -1.856655e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 141556 members 
Entering Unmasked Estep 
Score: -18566946.000000 Penalty: 5943.117188
	Iteration 23Q: 3 clusters Score -1.856695e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 142904 members 
Entering Unmasked Estep 
Score: -18567318.000000 Penalty: 5943.117188
	Iteration 24Q: 3 clusters Score -1.856732e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 144220 members 
Entering Unmasked Estep 
Score: -18567636.000000 Penalty: 5943.117188
	Iteration 25Q: 3 clusters Score -1.856764e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 145422 members 
Entering Unmasked Estep 
Score: -18567958.000000 Penalty: 5943.117188
	Iteration 26Q: 3 clusters Score -1.856796e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 146584 members 
Entering Unmasked Estep 
Score: -18568172.000000 Penalty: 5943.117188
	Iteration 27Q: 3 clusters Score -1.856817e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 147605 members 
Entering Unmasked Estep 
Score: -18568528.000000 Penalty: 5943.117188
	Iteration 28Q: 3 clusters Score -1.856853e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 148580 members 
Entering Unmasked Estep 
Score: -18568788.000000 Penalty: 5943.117188
	Iteration 29Q: 3 clusters Score -1.856879e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 149474 members 
Entering Unmasked Estep 
Score: -18568978.000000 Penalty: 5943.117188
	Iteration 30Q: 3 clusters Score -1.856898e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 150285 members 
Entering Unmasked Estep 
Score: -18569194.000000 Penalty: 5943.117188
	Iteration 31Q: 3 clusters Score -1.856919e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 151052 members 
Entering Unmasked Estep 
Score: -18569390.000000 Penalty: 5943.117188
	Iteration 32Q: 3 clusters Score -1.856939e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 151747 members 
Entering Unmasked Estep 
Score: -18569566.000000 Penalty: 5943.117188
	Iteration 33Q: 3 clusters Score -1.856957e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 152398 members 
Entering Unmasked Estep 
Score: -18569704.000000 Penalty: 5943.117188
	Iteration 34Q: 3 clusters Score -1.85697e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 152993 members 
Entering Unmasked Estep 
Score: -18569850.000000 Penalty: 5943.117188
	Iteration 35Q: 3 clusters Score -1.856985e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 153557 members 
Entering Unmasked Estep 
Score: -18569874.000000 Penalty: 5943.117188
	Iteration 36Q: 3 clusters Score -1.856987e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 154027 members 
Entering Unmasked Estep 
Score: -18569962.000000 Penalty: 5943.117188
	Iteration 37Q: 3 clusters Score -1.856996e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 154456 members 
Entering Unmasked Estep 
Score: -18570066.000000 Penalty: 5943.117188
	Iteration 38Q: 3 clusters Score -1.857007e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 154801 members 
Entering Unmasked Estep 
Score: -18570122.000000 Penalty: 5943.117188
	Iteration 39Q: 3 clusters Score -1.857012e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 155095 members 
Entering Unmasked Estep 
Score: -18570174.000000 Penalty: 5943.117188
	Iteration 40F: 3 clusters Score -1.857017e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 155353 members 
Entering Unmasked Estep 
Score: -18570156.000000 Penalty: 5943.117188
	Iteration 41Q: 3 clusters Score -1.857016e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 155594 members 
Entering Unmasked Estep 
Score: -18570202.000000 Penalty: 5943.117188
	Iteration 42Q: 3 clusters Score -1.85702e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 155786 members 
Entering Unmasked Estep 
Score: -18570214.000000 Penalty: 5943.117188
	Iteration 43Q: 3 clusters Score -1.857021e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 155953 members 
Entering Unmasked Estep 
Score: -18570248.000000 Penalty: 5943.117188
	Iteration 44Q: 3 clusters Score -1.857025e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 156091 members 
Entering Unmasked Estep 
Score: -18570250.000000 Penalty: 5943.117188
	Iteration 45Q: 3 clusters Score -1.857025e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -18570220.000000 Penalty: 5943.117188
	Iteration 46Q: 3 clusters Score -1.857022e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 156329 members 
Entering Unmasked Estep 
Score: -18570298.000000 Penalty: 5943.117188
	Iteration 47Q: 3 clusters Score -1.85703e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 156449 members 
Entering Unmasked Estep 
Score: -18570286.000000 Penalty: 5943.117188
	Iteration 48Q: 3 clusters Score -1.857029e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 156565 members 
Entering Unmasked Estep 
Score: -18570296.000000 Penalty: 5943.117188
	Iteration 49Q: 3 clusters Score -1.85703e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 156657 members 
Entering Unmasked Estep 
Score: -18570308.000000 Penalty: 5943.117188
	Iteration 50Q: 3 clusters Score -1.857031e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 156741 members 
Entering Unmasked Estep 
Score: -18570310.000000 Penalty: 5943.117188
	Iteration 51Q: 3 clusters Score -1.857031e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 156814 members 
Entering Unmasked Estep 
Score: -18570314.000000 Penalty: 5943.117188
	Iteration 52Q: 3 clusters Score -1.857031e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 156878 members 
Entering Unmasked Estep 
Score: -18570350.000000 Penalty: 5943.117188
	Iteration 53Q: 3 clusters Score -1.857035e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 156940 members 
Entering Unmasked Estep 
Score: -18570338.000000 Penalty: 5943.117188
	Iteration 54Q: 3 clusters Score -1.857034e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 156974 members 
Entering Unmasked Estep 
Score: -18570348.000000 Penalty: 5943.117188
	Iteration 55Q: 3 clusters Score -1.857035e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 157009 members 
Entering Unmasked Estep 
Score: -18570354.000000 Penalty: 5943.117188
	Iteration 56Q: 3 clusters Score -1.857035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 157040 members 
Entering Unmasked Estep 
Score: -18570376.000000 Penalty: 5943.117188
	Iteration 57Q: 3 clusters Score -1.857038e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 157070 members 
Entering Unmasked Estep 
Score: -18570380.000000 Penalty: 5943.117188
	Iteration 58Q: 3 clusters Score -1.857038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 157097 members 
Entering Unmasked Estep 
Score: -18570396.000000 Penalty: 5943.117188
	Iteration 59Q: 3 clusters Score -1.85704e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 157121 members 
Entering Unmasked Estep 
Score: -18570368.000000 Penalty: 5943.117188
	Iteration 60F: 3 clusters Score -1.857037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 157140 members 
Entering Unmasked Estep 
Score: -18570370.000000 Penalty: 5943.117188
	Iteration 61Q: 3 clusters Score -1.857037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 157153 members 
Entering Unmasked Estep 
Score: -18570372.000000 Penalty: 5943.117188
	Iteration 62Q: 3 clusters Score -1.857037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 157166 members 
Entering Unmasked Estep 
Score: -18570376.000000 Penalty: 5943.117188
	Iteration 63Q: 3 clusters Score -1.857038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 157176 members 
Entering Unmasked Estep 
Score: -18570348.000000 Penalty: 5943.117188
	Iteration 64Q: 3 clusters Score -1.857035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 157186 members 
Entering Unmasked Estep 
Score: -18570348.000000 Penalty: 5943.117188
	Iteration 65Q: 3 clusters Score -1.857035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 157199 members 
Entering Unmasked Estep 
Score: -18570360.000000 Penalty: 5943.117188
	Iteration 66Q: 3 clusters Score -1.857036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 157206 members 
Entering Unmasked Estep 
Score: -18570362.000000 Penalty: 5943.117188
	Iteration 67Q: 3 clusters Score -1.857036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 157212 members 
Entering Unmasked Estep 
Score: -18570360.000000 Penalty: 5943.117188
	Iteration 68Q: 3 clusters Score -1.857036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 157216 members 
Entering Unmasked Estep 
Score: -18570364.000000 Penalty: 5943.117188
	Iteration 69Q: 3 clusters Score -1.857036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 157218 members 
Entering Unmasked Estep 
Score: -18570354.000000 Penalty: 5943.117188
	Iteration 70Q: 3 clusters Score -1.857035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 157218 members 
Entering Unmasked Estep 
Score: -18570354.000000 Penalty: 5943.117188
	Iteration 71F: 3 clusters Score -1.857035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Entering Unmasked Estep 
Score: -4279187.000000 Penalty: 2614.395020
	Iteration 0F: 2 clusters Score -4279187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4253524.000000 Penalty: 5228.790039
	Iteration 0F: 3 clusters Score -4253524 nChanged 17320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -4263041.000000 Penalty: 5228.790039
	Iteration 1F: 3 clusters Score -4263041 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -4263804.500000 Penalty: 5228.790039
	Iteration 2Q: 3 clusters Score -4263804 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -4264906.000000 Penalty: 5228.790039
	Iteration 3Q: 3 clusters Score -4264906 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -4266469.500000 Penalty: 5228.790039
	Iteration 4F: 3 clusters Score -4266470 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -4268517.500000 Penalty: 5228.790039
	Iteration 5F: 3 clusters Score -4268518 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -4270824.000000 Penalty: 5228.790039
	Iteration 6F: 3 clusters Score -4270824 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -4273117.500000 Penalty: 5228.790039
	Iteration 7F: 3 clusters Score -4273118 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -4274686.000000 Penalty: 5228.790039
	Iteration 8F: 3 clusters Score -4274686 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -4275493.000000 Penalty: 5228.790039
	Iteration 9Q: 3 clusters Score -4275493 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -4275820.500000 Penalty: 5228.790039
	Iteration 10Q: 3 clusters Score -4275820 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -4275934.000000 Penalty: 5228.790039
	Iteration 11Q: 3 clusters Score -4275934 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -4276006.000000 Penalty: 5228.790039
	Iteration 12Q: 3 clusters Score -4276006 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -4276055.500000 Penalty: 5228.790039
	Iteration 13Q: 3 clusters Score -4276056 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -4276076.000000 Penalty: 5228.790039
	Iteration 14Q: 3 clusters Score -4276076 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -4276108.500000 Penalty: 5228.790039
	Iteration 15Q: 3 clusters Score -4276108 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -4276122.500000 Penalty: 5228.790039
	Iteration 16Q: 3 clusters Score -4276122 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -4276160.500000 Penalty: 5228.790039
	Iteration 17Q: 3 clusters Score -4276160 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -4276194.000000 Penalty: 5228.790039
	Iteration 18Q: 3 clusters Score -4276194 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4276238.000000 Penalty: 5228.790039
	Iteration 19Q: 3 clusters Score -4276238 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -4276283.500000 Penalty: 5228.790039
	Iteration 20F: 3 clusters Score -4276284 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4276322.000000 Penalty: 5228.790039
	Iteration 21Q: 3 clusters Score -4276322 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -4276342.000000 Penalty: 5228.790039
	Iteration 22Q: 3 clusters Score -4276342 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -4276407.000000 Penalty: 5228.790039
	Iteration 23Q: 3 clusters Score -4276407 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -4276454.000000 Penalty: 5228.790039
	Iteration 24Q: 3 clusters Score -4276454 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -4276521.500000 Penalty: 5228.790039
	Iteration 25Q: 3 clusters Score -4276522 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -4276551.000000 Penalty: 5228.790039
	Iteration 26Q: 3 clusters Score -4276551 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -4276600.000000 Penalty: 5228.790039
	Iteration 27Q: 3 clusters Score -4276600 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -4276675.500000 Penalty: 5228.790039
	Iteration 28Q: 3 clusters Score -4276676 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4276736.500000 Penalty: 5228.790039
	Iteration 29Q: 3 clusters Score -4276736 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -4276826.000000 Penalty: 5228.790039
	Iteration 30Q: 3 clusters Score -4276826 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -4276923.000000 Penalty: 5228.790039
	Iteration 31Q: 3 clusters Score -4276923 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4277038.000000 Penalty: 5228.790039
	Iteration 32Q: 3 clusters Score -4277038 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -4277156.500000 Penalty: 5228.790039
	Iteration 33Q: 3 clusters Score -4277156 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -4277333.000000 Penalty: 5228.790039
	Iteration 34Q: 3 clusters Score -4277333 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -4277552.500000 Penalty: 5228.790039
	Iteration 35Q: 3 clusters Score -4277552 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -4277851.000000 Penalty: 5228.790039
	Iteration 36Q: 3 clusters Score -4277851 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -4278259.500000 Penalty: 5228.790039
	Iteration 37Q: 3 clusters Score -4278260 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -4278650.500000 Penalty: 5228.790039
	Iteration 38Q: 3 clusters Score -4278650 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -4278857.500000 Penalty: 5228.790039
	Iteration 39Q: 3 clusters Score -4278858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4278896.000000 Penalty: 5228.790039
	Iteration 40F: 3 clusters Score -4278896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -4278906.000000 Penalty: 5228.790039
	Iteration 41Q: 3 clusters Score -4278906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -4278913.500000 Penalty: 5228.790039
	Iteration 42Q: 3 clusters Score -4278914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -4278922.500000 Penalty: 5228.790039
	Iteration 43Q: 3 clusters Score -4278922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4278917.000000 Penalty: 5228.790039
	Iteration 44Q: 3 clusters Score -4278917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4278913.500000 Penalty: 5228.790039
	Iteration 45Q: 3 clusters Score -4278914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4278916.000000 Penalty: 5228.790039
	Iteration 46Q: 3 clusters Score -4278916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4278916.500000 Penalty: 5228.790039
	Iteration 47Q: 3 clusters Score -4278916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4278920.000000 Penalty: 5228.790039
	Iteration 48Q: 3 clusters Score -4278920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4278914.000000 Penalty: 5228.790039
	Iteration 49Q: 3 clusters Score -4278914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4278909.000000 Penalty: 5228.790039
	Iteration 50Q: 3 clusters Score -4278909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4278911.000000 Penalty: 5228.790039
	Iteration 51Q: 3 clusters Score -4278911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4278911.000000 Penalty: 5228.790039
	Iteration 52F: 3 clusters Score -4278911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (120952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120952 members 
Entering Unmasked Estep 
Score: -14201183.000000 Penalty: 2902.380859
	Iteration 0F: 2 clusters Score -1.420118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -14120383.000000 Penalty: 5804.761719
	Iteration 0F: 3 clusters Score -1.412038e+07 nChanged 57361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -14154367.000000 Penalty: 5804.761719
	Iteration 1F: 3 clusters Score -1.415437e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -14156259.000000 Penalty: 5804.761719
	Iteration 2Q: 3 clusters Score -1.415626e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -14159029.000000 Penalty: 5804.761719
	Iteration 3Q: 3 clusters Score -1.415903e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72441 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -14163528.000000 Penalty: 5804.761719
	Iteration 4F: 3 clusters Score -1.416353e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -14170539.000000 Penalty: 5804.761719
	Iteration 5F: 3 clusters Score -1.417054e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -14178972.000000 Penalty: 5804.761719
	Iteration 6F: 3 clusters Score -1.417897e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -14185419.000000 Penalty: 5804.761719
	Iteration 7F: 3 clusters Score -1.418542e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -14188237.000000 Penalty: 5804.761719
	Iteration 8Q: 3 clusters Score -1.418824e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92911 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -14189533.000000 Penalty: 5804.761719
	Iteration 9Q: 3 clusters Score -1.418953e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -14190393.000000 Penalty: 5804.761719
	Iteration 10Q: 3 clusters Score -1.419039e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -14191114.000000 Penalty: 5804.761719
	Iteration 11Q: 3 clusters Score -1.419111e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98171 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -14191843.000000 Penalty: 5804.761719
	Iteration 12Q: 3 clusters Score -1.419184e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99774 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -14192480.000000 Penalty: 5804.761719
	Iteration 13Q: 3 clusters Score -1.419248e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -14193083.000000 Penalty: 5804.761719
	Iteration 14Q: 3 clusters Score -1.419308e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102726 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -14193604.000000 Penalty: 5804.761719
	Iteration 15Q: 3 clusters Score -1.41936e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104012 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -14194004.000000 Penalty: 5804.761719
	Iteration 16Q: 3 clusters Score -1.4194e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105281 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -14194400.000000 Penalty: 5804.761719
	Iteration 17Q: 3 clusters Score -1.41944e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106486 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -14194850.000000 Penalty: 5804.761719
	Iteration 18Q: 3 clusters Score -1.419485e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107641 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -14195230.000000 Penalty: 5804.761719
	Iteration 19Q: 3 clusters Score -1.419523e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108708 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -14195610.000000 Penalty: 5804.761719
	Iteration 20F: 3 clusters Score -1.419561e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109735 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -14195957.000000 Penalty: 5804.761719
	Iteration 21Q: 3 clusters Score -1.419596e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110672 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -14196319.000000 Penalty: 5804.761719
	Iteration 22Q: 3 clusters Score -1.419632e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111596 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -14196516.000000 Penalty: 5804.761719
	Iteration 23Q: 3 clusters Score -1.419652e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112496 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -14196814.000000 Penalty: 5804.761719
	Iteration 24Q: 3 clusters Score -1.419681e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113270 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -14197028.000000 Penalty: 5804.761719
	Iteration 25Q: 3 clusters Score -1.419703e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113979 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -14197199.000000 Penalty: 5804.761719
	Iteration 26Q: 3 clusters Score -1.41972e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114601 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -14197400.000000 Penalty: 5804.761719
	Iteration 27Q: 3 clusters Score -1.41974e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115122 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -14197620.000000 Penalty: 5804.761719
	Iteration 28Q: 3 clusters Score -1.419762e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115643 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -14197735.000000 Penalty: 5804.761719
	Iteration 29Q: 3 clusters Score -1.419774e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116088 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -14197867.000000 Penalty: 5804.761719
	Iteration 30Q: 3 clusters Score -1.419787e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116480 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -14197925.000000 Penalty: 5804.761719
	Iteration 31Q: 3 clusters Score -1.419792e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116826 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -14198056.000000 Penalty: 5804.761719
	Iteration 32Q: 3 clusters Score -1.419806e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117133 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -14198180.000000 Penalty: 5804.761719
	Iteration 33Q: 3 clusters Score -1.419818e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117394 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -14198277.000000 Penalty: 5804.761719
	Iteration 34Q: 3 clusters Score -1.419828e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117633 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -14198334.000000 Penalty: 5804.761719
	Iteration 35Q: 3 clusters Score -1.419833e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117862 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -14198396.000000 Penalty: 5804.761719
	Iteration 36Q: 3 clusters Score -1.41984e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118060 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -14198429.000000 Penalty: 5804.761719
	Iteration 37Q: 3 clusters Score -1.419843e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118228 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -14198504.000000 Penalty: 5804.761719
	Iteration 38Q: 3 clusters Score -1.41985e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118354 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -14198498.000000 Penalty: 5804.761719
	Iteration 39Q: 3 clusters Score -1.41985e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118464 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -14198525.000000 Penalty: 5804.761719
	Iteration 40F: 3 clusters Score -1.419852e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118555 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -14198549.000000 Penalty: 5804.761719
	Iteration 41Q: 3 clusters Score -1.419855e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118648 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -14198541.000000 Penalty: 5804.761719
	Iteration 42Q: 3 clusters Score -1.419854e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118743 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -14198621.000000 Penalty: 5804.761719
	Iteration 43Q: 3 clusters Score -1.419862e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118841 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -14198650.000000 Penalty: 5804.761719
	Iteration 44Q: 3 clusters Score -1.419865e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118922 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -14198688.000000 Penalty: 5804.761719
	Iteration 45Q: 3 clusters Score -1.419869e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118993 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -14198693.000000 Penalty: 5804.761719
	Iteration 46Q: 3 clusters Score -1.419869e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119061 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -14198677.000000 Penalty: 5804.761719
	Iteration 47Q: 3 clusters Score -1.419868e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119121 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -14198718.000000 Penalty: 5804.761719
	Iteration 48Q: 3 clusters Score -1.419872e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119178 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -14198721.000000 Penalty: 5804.761719
	Iteration 49Q: 3 clusters Score -1.419872e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119231 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -14198743.000000 Penalty: 5804.761719
	Iteration 50Q: 3 clusters Score -1.419874e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119278 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -14198766.000000 Penalty: 5804.761719
	Iteration 51Q: 3 clusters Score -1.419877e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119312 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -14198799.000000 Penalty: 5804.761719
	Iteration 52Q: 3 clusters Score -1.41988e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -14198810.000000 Penalty: 5804.761719
	Iteration 53Q: 3 clusters Score -1.419881e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119375 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -14198834.000000 Penalty: 5804.761719
	Iteration 54Q: 3 clusters Score -1.419883e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119400 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -14198823.000000 Penalty: 5804.761719
	Iteration 55Q: 3 clusters Score -1.419882e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119418 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -14198819.000000 Penalty: 5804.761719
	Iteration 56Q: 3 clusters Score -1.419882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -14198834.000000 Penalty: 5804.761719
	Iteration 57Q: 3 clusters Score -1.419883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119444 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -14198833.000000 Penalty: 5804.761719
	Iteration 58Q: 3 clusters Score -1.419883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119455 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -14198836.000000 Penalty: 5804.761719
	Iteration 59Q: 3 clusters Score -1.419884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119462 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -14198841.000000 Penalty: 5804.761719
	Iteration 60F: 3 clusters Score -1.419884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119470 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -14198843.000000 Penalty: 5804.761719
	Iteration 61Q: 3 clusters Score -1.419884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119480 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -14198848.000000 Penalty: 5804.761719
	Iteration 62Q: 3 clusters Score -1.419885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119486 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -14198847.000000 Penalty: 5804.761719
	Iteration 63Q: 3 clusters Score -1.419885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119493 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -14198844.000000 Penalty: 5804.761719
	Iteration 64Q: 3 clusters Score -1.419884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119498 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -14198854.000000 Penalty: 5804.761719
	Iteration 65Q: 3 clusters Score -1.419885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119502 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -14198836.000000 Penalty: 5804.761719
	Iteration 66Q: 3 clusters Score -1.419884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119506 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -14198829.000000 Penalty: 5804.761719
	Iteration 67Q: 3 clusters Score -1.419883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119508 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -14198818.000000 Penalty: 5804.761719
	Iteration 68Q: 3 clusters Score -1.419882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119510 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -14198825.000000 Penalty: 5804.761719
	Iteration 69Q: 3 clusters Score -1.419882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119515 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -14198843.000000 Penalty: 5804.761719
	Iteration 70Q: 3 clusters Score -1.419884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -14198843.000000 Penalty: 5804.761719
	Iteration 71Q: 3 clusters Score -1.419884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119531 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -14198845.000000 Penalty: 5804.761719
	Iteration 72Q: 3 clusters Score -1.419884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119537 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -14198849.000000 Penalty: 5804.761719
	Iteration 73Q: 3 clusters Score -1.419885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119544 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -14198846.000000 Penalty: 5804.761719
	Iteration 74Q: 3 clusters Score -1.419885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119556 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -14198841.000000 Penalty: 5804.761719
	Iteration 75Q: 3 clusters Score -1.419884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119567 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -14198850.000000 Penalty: 5804.761719
	Iteration 76Q: 3 clusters Score -1.419885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119574 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -14198846.000000 Penalty: 5804.761719
	Iteration 77Q: 3 clusters Score -1.419885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119582 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -14198843.000000 Penalty: 5804.761719
	Iteration 78Q: 3 clusters Score -1.419884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119588 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -14198847.000000 Penalty: 5804.761719
	Iteration 79Q: 3 clusters Score -1.419885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119594 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -14198839.000000 Penalty: 5804.761719
	Iteration 80F: 3 clusters Score -1.419884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119598 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -14198851.000000 Penalty: 5804.761719
	Iteration 81Q: 3 clusters Score -1.419885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119603 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -14198848.000000 Penalty: 5804.761719
	Iteration 82Q: 3 clusters Score -1.419885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119609 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -14198838.000000 Penalty: 5804.761719
	Iteration 83Q: 3 clusters Score -1.419884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119611 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -14198843.000000 Penalty: 5804.761719
	Iteration 84Q: 3 clusters Score -1.419884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119612 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -14198842.000000 Penalty: 5804.761719
	Iteration 85Q: 3 clusters Score -1.419884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119612 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -14198842.000000 Penalty: 5804.761719
	Iteration 86F: 3 clusters Score -1.419884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 23838 members 
Mstep: Class 3 contains 15133 members 
Mstep: Class 6 contains 218069 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15030 members 
Mstep: Class 10 contains 18548 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8318 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 20 contains 159866 members 
Mstep: Class 23 contains 37870 members 
Mstep: Class 24 contains 120952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652856.000000 Penalty: 46482.957031
Iteration 399Q: 15 clusters Score -7.465286e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 23835 members 
Mstep: Class 3 contains 15132 members 
Mstep: Class 6 contains 218031 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15029 members 
Mstep: Class 10 contains 18550 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8318 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 20 contains 159909 members 
Mstep: Class 23 contains 37866 members 
Mstep: Class 24 contains 120956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652792.000000 Penalty: 46482.957031
Iteration 400F: 15 clusters Score -7.465279e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 23835 members 
Mstep: Class 3 contains 15134 members 
Mstep: Class 6 contains 217986 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15032 members 
Mstep: Class 10 contains 18550 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8318 members 
Mstep: Class 17 contains 3776 members 
Mstep: Class 20 contains 159940 members 
Mstep: Class 23 contains 37865 members 
Mstep: Class 24 contains 120965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652744.000000 Penalty: 46482.957031
Iteration 401Q: 15 clusters Score -7.465274e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 23831 members 
Mstep: Class 3 contains 15136 members 
Mstep: Class 6 contains 217944 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15033 members 
Mstep: Class 10 contains 18551 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 20 contains 159963 members 
Mstep: Class 23 contains 37864 members 
Mstep: Class 24 contains 120986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652784.000000 Penalty: 46482.957031
Iteration 402Q: 15 clusters Score -7.465278e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 23829 members 
Mstep: Class 3 contains 15134 members 
Mstep: Class 6 contains 217916 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15034 members 
Mstep: Class 10 contains 18552 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 159991 members 
Mstep: Class 23 contains 37862 members 
Mstep: Class 24 contains 120990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652744.000000 Penalty: 46482.957031
Iteration 403Q: 15 clusters Score -7.465274e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 23827 members 
Mstep: Class 3 contains 15132 members 
Mstep: Class 6 contains 217887 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15034 members 
Mstep: Class 10 contains 18552 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 20 contains 160026 members 
Mstep: Class 23 contains 37858 members 
Mstep: Class 24 contains 120996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652800.000000 Penalty: 46482.957031
Iteration 404Q: 15 clusters Score -7.46528e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 23825 members 
Mstep: Class 3 contains 15136 members 
Mstep: Class 6 contains 217874 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15037 members 
Mstep: Class 10 contains 18552 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 20 contains 160038 members 
Mstep: Class 23 contains 37853 members 
Mstep: Class 24 contains 120998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652776.000000 Penalty: 46482.957031
Iteration 405Q: 15 clusters Score -7.465278e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 23818 members 
Mstep: Class 3 contains 15138 members 
Mstep: Class 6 contains 217858 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15040 members 
Mstep: Class 10 contains 18552 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8313 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 20 contains 160061 members 
Mstep: Class 23 contains 37846 members 
Mstep: Class 24 contains 121003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652840.000000 Penalty: 46482.957031
Iteration 406Q: 15 clusters Score -7.465284e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 23813 members 
Mstep: Class 3 contains 15142 members 
Mstep: Class 6 contains 217840 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15042 members 
Mstep: Class 10 contains 18551 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 20 contains 160082 members 
Mstep: Class 23 contains 37845 members 
Mstep: Class 24 contains 121006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652824.000000 Penalty: 46482.957031
Iteration 407Q: 15 clusters Score -7.465282e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 23813 members 
Mstep: Class 3 contains 15143 members 
Mstep: Class 6 contains 217827 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15045 members 
Mstep: Class 10 contains 18550 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8310 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 160098 members 
Mstep: Class 23 contains 37842 members 
Mstep: Class 24 contains 121000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652872.000000 Penalty: 46482.957031
Iteration 408Q: 15 clusters Score -7.465287e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 23807 members 
Mstep: Class 3 contains 15144 members 
Mstep: Class 6 contains 217807 members 
Mstep: Class 7 contains 239 members 
Mstep: Class 9 contains 15048 members 
Mstep: Class 10 contains 18555 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 160124 members 
Mstep: Class 23 contains 37834 members 
Mstep: Class 24 contains 121001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652888.000000 Penalty: 46482.957031
Iteration 409Q: 15 clusters Score -7.465289e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 23805 members 
Mstep: Class 3 contains 15144 members 
Mstep: Class 6 contains 217793 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15049 members 
Mstep: Class 10 contains 18555 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8301 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 160159 members 
Mstep: Class 23 contains 37829 members 
Mstep: Class 24 contains 120993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652904.000000 Penalty: 46482.957031
Iteration 410Q: 15 clusters Score -7.46529e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 23805 members 
Mstep: Class 3 contains 15145 members 
Mstep: Class 6 contains 217763 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15051 members 
Mstep: Class 10 contains 18557 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8296 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 160184 members 
Mstep: Class 23 contains 37826 members 
Mstep: Class 24 contains 121001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652896.000000 Penalty: 46482.957031
Iteration 411Q: 15 clusters Score -7.46529e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 23805 members 
Mstep: Class 3 contains 15145 members 
Mstep: Class 6 contains 217744 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15056 members 
Mstep: Class 10 contains 18556 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 8292 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 160215 members 
Mstep: Class 23 contains 37818 members 
Mstep: Class 24 contains 120998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652960.000000 Penalty: 46482.957031
Iteration 412Q: 15 clusters Score -7.465296e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 23804 members 
Mstep: Class 3 contains 15144 members 
Mstep: Class 6 contains 217714 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15060 members 
Mstep: Class 10 contains 18553 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8287 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 160252 members 
Mstep: Class 23 contains 37814 members 
Mstep: Class 24 contains 121002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652912.000000 Penalty: 46482.957031
Iteration 413Q: 15 clusters Score -7.465291e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 23805 members 
Mstep: Class 3 contains 15143 members 
Mstep: Class 6 contains 217668 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15062 members 
Mstep: Class 10 contains 18556 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8281 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 160290 members 
Mstep: Class 23 contains 37816 members 
Mstep: Class 24 contains 121009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652928.000000 Penalty: 46482.957031
Iteration 414Q: 15 clusters Score -7.465293e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 23805 members 
Mstep: Class 3 contains 15146 members 
Mstep: Class 6 contains 217623 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15065 members 
Mstep: Class 10 contains 18556 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 8275 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 20 contains 160329 members 
Mstep: Class 23 contains 37817 members 
Mstep: Class 24 contains 121014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652984.000000 Penalty: 46482.957031
Iteration 415Q: 15 clusters Score -7.465298e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 23804 members 
Mstep: Class 3 contains 15149 members 
Mstep: Class 6 contains 217589 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 18556 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8272 members 
Mstep: Class 17 contains 3779 members 
Mstep: Class 20 contains 160370 members 
Mstep: Class 23 contains 37815 members 
Mstep: Class 24 contains 121012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653008.000000 Penalty: 46482.957031
Iteration 416Q: 15 clusters Score -7.465301e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 23808 members 
Mstep: Class 3 contains 15154 members 
Mstep: Class 6 contains 217534 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15067 members 
Mstep: Class 10 contains 18554 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 20 contains 160410 members 
Mstep: Class 23 contains 37813 members 
Mstep: Class 24 contains 121019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653048.000000 Penalty: 46482.957031
Iteration 417Q: 15 clusters Score -7.465305e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 23806 members 
Mstep: Class 3 contains 15156 members 
Mstep: Class 6 contains 217481 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 18559 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8270 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 20 contains 160448 members 
Mstep: Class 23 contains 37814 members 
Mstep: Class 24 contains 121031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652976.000000 Penalty: 46482.957031
Iteration 418Q: 15 clusters Score -7.465298e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 23805 members 
Mstep: Class 3 contains 15159 members 
Mstep: Class 6 contains 217459 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15062 members 
Mstep: Class 10 contains 18562 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8268 members 
Mstep: Class 17 contains 3782 members 
Mstep: Class 20 contains 160467 members 
Mstep: Class 23 contains 37815 members 
Mstep: Class 24 contains 121032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652936.000000 Penalty: 46482.957031
Iteration 419Q: 15 clusters Score -7.465294e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 23805 members 
Mstep: Class 3 contains 15162 members 
Mstep: Class 6 contains 217439 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15060 members 
Mstep: Class 10 contains 18565 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8266 members 
Mstep: Class 17 contains 3782 members 
Mstep: Class 20 contains 160475 members 
Mstep: Class 23 contains 37816 members 
Mstep: Class 24 contains 121042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652864.000000 Penalty: 46482.957031
Iteration 420F: 15 clusters Score -7.465286e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 23805 members 
Mstep: Class 3 contains 15163 members 
Mstep: Class 6 contains 217416 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15058 members 
Mstep: Class 10 contains 18566 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8265 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 20 contains 160484 members 
Mstep: Class 23 contains 37815 members 
Mstep: Class 24 contains 121056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652832.000000 Penalty: 46482.957031
Iteration 421Q: 15 clusters Score -7.465283e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 23804 members 
Mstep: Class 3 contains 15166 members 
Mstep: Class 6 contains 217394 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15053 members 
Mstep: Class 10 contains 18562 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8263 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 20 contains 160498 members 
Mstep: Class 23 contains 37817 members 
Mstep: Class 24 contains 121072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652896.000000 Penalty: 46482.957031
Iteration 422Q: 15 clusters Score -7.46529e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 23805 members 
Mstep: Class 3 contains 15168 members 
Mstep: Class 6 contains 217390 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15046 members 
Mstep: Class 10 contains 18562 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8263 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 20 contains 160500 members 
Mstep: Class 23 contains 37816 members 
Mstep: Class 24 contains 121079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652920.000000 Penalty: 46482.957031
Iteration 423Q: 15 clusters Score -7.465292e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 23803 members 
Mstep: Class 3 contains 15169 members 
Mstep: Class 6 contains 217373 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15040 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8262 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 20 contains 160510 members 
Mstep: Class 23 contains 37813 members 
Mstep: Class 24 contains 121093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652944.000000 Penalty: 46482.957031
Iteration 424Q: 15 clusters Score -7.465294e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 23802 members 
Mstep: Class 3 contains 15168 members 
Mstep: Class 6 contains 217370 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15040 members 
Mstep: Class 10 contains 18570 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8260 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 20 contains 160513 members 
Mstep: Class 23 contains 37812 members 
Mstep: Class 24 contains 121096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652968.000000 Penalty: 46482.957031
Iteration 425Q: 15 clusters Score -7.465297e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 23801 members 
Mstep: Class 3 contains 15166 members 
Mstep: Class 6 contains 217357 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15038 members 
Mstep: Class 10 contains 18573 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8258 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 20 contains 160518 members 
Mstep: Class 23 contains 37815 members 
Mstep: Class 24 contains 121105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653040.000000 Penalty: 46482.957031
Iteration 426Q: 15 clusters Score -7.465304e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 23799 members 
Mstep: Class 3 contains 15167 members 
Mstep: Class 6 contains 217355 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15037 members 
Mstep: Class 10 contains 18577 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8257 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 20 contains 160524 members 
Mstep: Class 23 contains 37813 members 
Mstep: Class 24 contains 121102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653040.000000 Penalty: 46482.957031
Iteration 427Q: 15 clusters Score -7.465304e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 23797 members 
Mstep: Class 3 contains 15166 members 
Mstep: Class 6 contains 217362 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15037 members 
Mstep: Class 10 contains 18578 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 15 contains 8256 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 20 contains 160524 members 
Mstep: Class 23 contains 37809 members 
Mstep: Class 24 contains 121102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653064.000000 Penalty: 46482.957031
Iteration 428Q: 15 clusters Score -7.465306e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 23791 members 
Mstep: Class 3 contains 15164 members 
Mstep: Class 6 contains 217361 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15036 members 
Mstep: Class 10 contains 18578 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 20 contains 160531 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 121105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653064.000000 Penalty: 46482.957031
Iteration 429Q: 15 clusters Score -7.465306e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 23790 members 
Mstep: Class 3 contains 15163 members 
Mstep: Class 6 contains 217368 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15036 members 
Mstep: Class 10 contains 18579 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8251 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 20 contains 160528 members 
Mstep: Class 23 contains 37812 members 
Mstep: Class 24 contains 121103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653160.000000 Penalty: 46482.957031
Iteration 430Q: 15 clusters Score -7.465316e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 23786 members 
Mstep: Class 3 contains 15168 members 
Mstep: Class 6 contains 217383 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15035 members 
Mstep: Class 10 contains 18577 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8248 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 20 contains 160520 members 
Mstep: Class 23 contains 37814 members 
Mstep: Class 24 contains 121099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653152.000000 Penalty: 46482.957031
Iteration 431Q: 15 clusters Score -7.465315e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 23782 members 
Mstep: Class 3 contains 15170 members 
Mstep: Class 6 contains 217401 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15033 members 
Mstep: Class 10 contains 18576 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8247 members 
Mstep: Class 17 contains 3784 members 
Mstep: Class 20 contains 160500 members 
Mstep: Class 23 contains 37814 members 
Mstep: Class 24 contains 121106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653184.000000 Penalty: 46482.957031
Iteration 432Q: 15 clusters Score -7.465318e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 23782 members 
Mstep: Class 3 contains 15169 members 
Mstep: Class 6 contains 217412 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15031 members 
Mstep: Class 10 contains 18575 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8247 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160491 members 
Mstep: Class 23 contains 37816 members 
Mstep: Class 24 contains 121105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653152.000000 Penalty: 46482.957031
Iteration 433Q: 15 clusters Score -7.465315e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 23782 members 
Mstep: Class 3 contains 15170 members 
Mstep: Class 6 contains 217434 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15029 members 
Mstep: Class 10 contains 18575 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8244 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160473 members 
Mstep: Class 23 contains 37816 members 
Mstep: Class 24 contains 121106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653120.000000 Penalty: 46482.957031
Iteration 434Q: 15 clusters Score -7.465312e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 23783 members 
Mstep: Class 3 contains 15170 members 
Mstep: Class 6 contains 217436 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15029 members 
Mstep: Class 10 contains 18576 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8245 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160463 members 
Mstep: Class 23 contains 37817 members 
Mstep: Class 24 contains 121110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653152.000000 Penalty: 46482.957031
Iteration 435Q: 15 clusters Score -7.465315e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 23783 members 
Mstep: Class 3 contains 15173 members 
Mstep: Class 6 contains 217436 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15028 members 
Mstep: Class 10 contains 18578 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8244 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160461 members 
Mstep: Class 23 contains 37816 members 
Mstep: Class 24 contains 121110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653136.000000 Penalty: 46482.957031
Iteration 436Q: 15 clusters Score -7.465314e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 23783 members 
Mstep: Class 3 contains 15177 members 
Mstep: Class 6 contains 217433 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15028 members 
Mstep: Class 10 contains 18579 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8242 members 
Mstep: Class 17 contains 3786 members 
Mstep: Class 20 contains 160460 members 
Mstep: Class 23 contains 37816 members 
Mstep: Class 24 contains 121110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653128.000000 Penalty: 46482.957031
Iteration 437Q: 15 clusters Score -7.465313e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 23784 members 
Mstep: Class 3 contains 15179 members 
Mstep: Class 6 contains 217427 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15032 members 
Mstep: Class 10 contains 18577 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8241 members 
Mstep: Class 17 contains 3786 members 
Mstep: Class 20 contains 160464 members 
Mstep: Class 23 contains 37817 members 
Mstep: Class 24 contains 121107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653176.000000 Penalty: 46482.957031
Iteration 438Q: 15 clusters Score -7.465318e+07 nChanged 51
Entering ConstructFrom: 
Score: -74653176.000000 Penalty: 46482.957031
Entering ConstructFrom: 
Trying to split cluster 1 (28438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Entering Unmasked Estep 
Score: -3298522.250000 Penalty: 2543.359375
	Iteration 0F: 2 clusters Score -3298522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3278912.750000 Penalty: 5086.718750
	Iteration 0F: 3 clusters Score -3278913 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3285655.000000 Penalty: 5086.718750
	Iteration 1F: 3 clusters Score -3285655 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3286094.000000 Penalty: 5086.718750
	Iteration 2Q: 3 clusters Score -3286094 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3286492.000000 Penalty: 5086.718750
	Iteration 3Q: 3 clusters Score -3286492 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3286952.250000 Penalty: 5086.718750
	Iteration 4Q: 3 clusters Score -3286952 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3287453.000000 Penalty: 5086.718750
	Iteration 5Q: 3 clusters Score -3287453 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3288074.000000 Penalty: 5086.718750
	Iteration 6Q: 3 clusters Score -3288074 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3288935.500000 Penalty: 5086.718750
	Iteration 7Q: 3 clusters Score -3288936 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3290030.000000 Penalty: 5086.718750
	Iteration 8F: 3 clusters Score -3290030 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3291253.000000 Penalty: 5086.718750
	Iteration 9F: 3 clusters Score -3291253 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3292487.500000 Penalty: 5086.718750
	Iteration 10F: 3 clusters Score -3292488 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3293601.500000 Penalty: 5086.718750
	Iteration 11Q: 3 clusters Score -3293602 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3294543.750000 Penalty: 5086.718750
	Iteration 12Q: 3 clusters Score -3294544 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3295211.750000 Penalty: 5086.718750
	Iteration 13Q: 3 clusters Score -3295212 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3295601.000000 Penalty: 5086.718750
	Iteration 14Q: 3 clusters Score -3295601 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3295831.000000 Penalty: 5086.718750
	Iteration 15Q: 3 clusters Score -3295831 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3295991.750000 Penalty: 5086.718750
	Iteration 16Q: 3 clusters Score -3295992 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3296075.500000 Penalty: 5086.718750
	Iteration 17Q: 3 clusters Score -3296076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3296127.000000 Penalty: 5086.718750
	Iteration 18Q: 3 clusters Score -3296127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3296167.000000 Penalty: 5086.718750
	Iteration 19Q: 3 clusters Score -3296167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3296198.250000 Penalty: 5086.718750
	Iteration 20F: 3 clusters Score -3296198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3296234.000000 Penalty: 5086.718750
	Iteration 21Q: 3 clusters Score -3296234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3296262.750000 Penalty: 5086.718750
	Iteration 22Q: 3 clusters Score -3296263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3296287.750000 Penalty: 5086.718750
	Iteration 23Q: 3 clusters Score -3296288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3296297.500000 Penalty: 5086.718750
	Iteration 24Q: 3 clusters Score -3296298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3296306.750000 Penalty: 5086.718750
	Iteration 25Q: 3 clusters Score -3296307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3296321.250000 Penalty: 5086.718750
	Iteration 26Q: 3 clusters Score -3296321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3296326.750000 Penalty: 5086.718750
	Iteration 27Q: 3 clusters Score -3296327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3296334.250000 Penalty: 5086.718750
	Iteration 28Q: 3 clusters Score -3296334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3296339.250000 Penalty: 5086.718750
	Iteration 29Q: 3 clusters Score -3296339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3296337.500000 Penalty: 5086.718750
	Iteration 30Q: 3 clusters Score -3296338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3296339.250000 Penalty: 5086.718750
	Iteration 31Q: 3 clusters Score -3296339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3296339.000000 Penalty: 5086.718750
	Iteration 32Q: 3 clusters Score -3296339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3296343.750000 Penalty: 5086.718750
	Iteration 33Q: 3 clusters Score -3296344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3296344.250000 Penalty: 5086.718750
	Iteration 34Q: 3 clusters Score -3296344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3296341.750000 Penalty: 5086.718750
	Iteration 35Q: 3 clusters Score -3296342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3296348.250000 Penalty: 5086.718750
	Iteration 36Q: 3 clusters Score -3296348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3296352.000000 Penalty: 5086.718750
	Iteration 37Q: 3 clusters Score -3296352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3296349.750000 Penalty: 5086.718750
	Iteration 38Q: 3 clusters Score -3296350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3296354.500000 Penalty: 5086.718750
	Iteration 39Q: 3 clusters Score -3296354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3296356.750000 Penalty: 5086.718750
	Iteration 40F: 3 clusters Score -3296357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3296356.000000 Penalty: 5086.718750
	Iteration 41Q: 3 clusters Score -3296356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3296356.000000 Penalty: 5086.718750
	Iteration 42F: 3 clusters Score -3296356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Entering Unmasked Estep 
Score: -2789101.500000 Penalty: 2499.028076
	Iteration 0F: 2 clusters Score -2789102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2772679.500000 Penalty: 4998.056152
	Iteration 0F: 3 clusters Score -2772680 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2778625.750000 Penalty: 4998.056152
	Iteration 1F: 3 clusters Score -2778626 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2779409.000000 Penalty: 4998.056152
	Iteration 2F: 3 clusters Score -2779409 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2780195.250000 Penalty: 4998.056152
	Iteration 3F: 3 clusters Score -2780195 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2780991.500000 Penalty: 4998.056152
	Iteration 4F: 3 clusters Score -2780992 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2781822.500000 Penalty: 4998.056152
	Iteration 5F: 3 clusters Score -2781822 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2782733.750000 Penalty: 4998.056152
	Iteration 6F: 3 clusters Score -2782734 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2783604.500000 Penalty: 4998.056152
	Iteration 7F: 3 clusters Score -2783604 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2784406.000000 Penalty: 4998.056152
	Iteration 8F: 3 clusters Score -2784406 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2785035.500000 Penalty: 4998.056152
	Iteration 9Q: 3 clusters Score -2785036 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2785420.000000 Penalty: 4998.056152
	Iteration 10Q: 3 clusters Score -2785420 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2785655.250000 Penalty: 4998.056152
	Iteration 11Q: 3 clusters Score -2785655 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2785814.000000 Penalty: 4998.056152
	Iteration 12Q: 3 clusters Score -2785814 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2785930.500000 Penalty: 4998.056152
	Iteration 13Q: 3 clusters Score -2785930 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2786040.250000 Penalty: 4998.056152
	Iteration 14Q: 3 clusters Score -2786040 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2786116.750000 Penalty: 4998.056152
	Iteration 15Q: 3 clusters Score -2786117 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2786197.250000 Penalty: 4998.056152
	Iteration 16Q: 3 clusters Score -2786197 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2786270.500000 Penalty: 4998.056152
	Iteration 17Q: 3 clusters Score -2786270 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2786337.000000 Penalty: 4998.056152
	Iteration 18Q: 3 clusters Score -2786337 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2786399.500000 Penalty: 4998.056152
	Iteration 19Q: 3 clusters Score -2786400 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2786450.000000 Penalty: 4998.056152
	Iteration 20F: 3 clusters Score -2786450 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2786523.500000 Penalty: 4998.056152
	Iteration 21Q: 3 clusters Score -2786524 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2786552.250000 Penalty: 4998.056152
	Iteration 22Q: 3 clusters Score -2786552 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2786583.750000 Penalty: 4998.056152
	Iteration 23Q: 3 clusters Score -2786584 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2786636.500000 Penalty: 4998.056152
	Iteration 24Q: 3 clusters Score -2786636 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2786688.000000 Penalty: 4998.056152
	Iteration 25Q: 3 clusters Score -2786688 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2786737.000000 Penalty: 4998.056152
	Iteration 26Q: 3 clusters Score -2786737 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2786771.250000 Penalty: 4998.056152
	Iteration 27Q: 3 clusters Score -2786771 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2786812.000000 Penalty: 4998.056152
	Iteration 28Q: 3 clusters Score -2786812 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2786838.500000 Penalty: 4998.056152
	Iteration 29Q: 3 clusters Score -2786838 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2786858.000000 Penalty: 4998.056152
	Iteration 30Q: 3 clusters Score -2786858 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2786896.500000 Penalty: 4998.056152
	Iteration 31Q: 3 clusters Score -2786896 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2786940.000000 Penalty: 4998.056152
	Iteration 32Q: 3 clusters Score -2786940 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2786964.000000 Penalty: 4998.056152
	Iteration 33Q: 3 clusters Score -2786964 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2787001.750000 Penalty: 4998.056152
	Iteration 34Q: 3 clusters Score -2787002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2787023.750000 Penalty: 4998.056152
	Iteration 35Q: 3 clusters Score -2787024 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2787049.250000 Penalty: 4998.056152
	Iteration 36Q: 3 clusters Score -2787049 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2787095.750000 Penalty: 4998.056152
	Iteration 37Q: 3 clusters Score -2787096 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2787124.750000 Penalty: 4998.056152
	Iteration 38Q: 3 clusters Score -2787125 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2787159.500000 Penalty: 4998.056152
	Iteration 39Q: 3 clusters Score -2787160 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2787192.250000 Penalty: 4998.056152
	Iteration 40F: 3 clusters Score -2787192 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2787247.500000 Penalty: 4998.056152
	Iteration 41Q: 3 clusters Score -2787248 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2787281.250000 Penalty: 4998.056152
	Iteration 42Q: 3 clusters Score -2787281 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2787298.750000 Penalty: 4998.056152
	Iteration 43Q: 3 clusters Score -2787299 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2787339.500000 Penalty: 4998.056152
	Iteration 44Q: 3 clusters Score -2787340 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2787361.500000 Penalty: 4998.056152
	Iteration 45Q: 3 clusters Score -2787362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2787401.000000 Penalty: 4998.056152
	Iteration 46Q: 3 clusters Score -2787401 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2787427.000000 Penalty: 4998.056152
	Iteration 47Q: 3 clusters Score -2787427 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2787455.750000 Penalty: 4998.056152
	Iteration 48Q: 3 clusters Score -2787456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2787476.750000 Penalty: 4998.056152
	Iteration 49Q: 3 clusters Score -2787477 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2787504.500000 Penalty: 4998.056152
	Iteration 50Q: 3 clusters Score -2787504 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2787511.000000 Penalty: 4998.056152
	Iteration 51Q: 3 clusters Score -2787511 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2787548.500000 Penalty: 4998.056152
	Iteration 52Q: 3 clusters Score -2787548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2787569.500000 Penalty: 4998.056152
	Iteration 53Q: 3 clusters Score -2787570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2787579.250000 Penalty: 4998.056152
	Iteration 54Q: 3 clusters Score -2787579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2787589.750000 Penalty: 4998.056152
	Iteration 55Q: 3 clusters Score -2787590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2787592.250000 Penalty: 4998.056152
	Iteration 56Q: 3 clusters Score -2787592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2787604.000000 Penalty: 4998.056152
	Iteration 57Q: 3 clusters Score -2787604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2787614.500000 Penalty: 4998.056152
	Iteration 58Q: 3 clusters Score -2787614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2787620.000000 Penalty: 4998.056152
	Iteration 59Q: 3 clusters Score -2787620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2787624.250000 Penalty: 4998.056152
	Iteration 60F: 3 clusters Score -2787624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2787627.500000 Penalty: 4998.056152
	Iteration 61Q: 3 clusters Score -2787628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2787633.750000 Penalty: 4998.056152
	Iteration 62Q: 3 clusters Score -2787634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2787646.750000 Penalty: 4998.056152
	Iteration 63Q: 3 clusters Score -2787647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2787652.500000 Penalty: 4998.056152
	Iteration 64Q: 3 clusters Score -2787652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2787653.000000 Penalty: 4998.056152
	Iteration 65Q: 3 clusters Score -2787653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2787653.000000 Penalty: 4998.056152
	Iteration 66Q: 3 clusters Score -2787653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2787651.750000 Penalty: 4998.056152
	Iteration 67Q: 3 clusters Score -2787652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2787651.750000 Penalty: 4998.056152
	Iteration 68Q: 3 clusters Score -2787652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2787650.500000 Penalty: 4998.056152
	Iteration 69Q: 3 clusters Score -2787650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2787653.500000 Penalty: 4998.056152
	Iteration 70Q: 3 clusters Score -2787654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2787657.750000 Penalty: 4998.056152
	Iteration 71Q: 3 clusters Score -2787658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2787657.500000 Penalty: 4998.056152
	Iteration 72Q: 3 clusters Score -2787658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2787658.250000 Penalty: 4998.056152
	Iteration 73Q: 3 clusters Score -2787658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2787658.750000 Penalty: 4998.056152
	Iteration 74Q: 3 clusters Score -2787659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2787659.000000 Penalty: 4998.056152
	Iteration 75Q: 3 clusters Score -2787659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2787660.500000 Penalty: 4998.056152
	Iteration 76Q: 3 clusters Score -2787660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2787659.500000 Penalty: 4998.056152
	Iteration 77Q: 3 clusters Score -2787660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2787664.500000 Penalty: 4998.056152
	Iteration 78Q: 3 clusters Score -2787664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2787663.000000 Penalty: 4998.056152
	Iteration 79Q: 3 clusters Score -2787663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2787667.500000 Penalty: 4998.056152
	Iteration 80F: 3 clusters Score -2787668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2787672.000000 Penalty: 4998.056152
	Iteration 81Q: 3 clusters Score -2787672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2787670.500000 Penalty: 4998.056152
	Iteration 82Q: 3 clusters Score -2787670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2787666.750000 Penalty: 4998.056152
	Iteration 83Q: 3 clusters Score -2787667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2787666.750000 Penalty: 4998.056152
	Iteration 84F: 3 clusters Score -2787667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Entering Unmasked Estep 
Score: -1776493.750000 Penalty: 2387.661865
	Iteration 0F: 2 clusters Score -1776494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1765502.500000 Penalty: 4775.323730
	Iteration 0F: 3 clusters Score -1765502 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1768878.375000 Penalty: 4775.323730
	Iteration 1F: 3 clusters Score -1768878 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1769175.125000 Penalty: 4775.323730
	Iteration 2F: 3 clusters Score -1769175 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1769399.500000 Penalty: 4775.323730
	Iteration 3Q: 3 clusters Score -1769400 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1769577.000000 Penalty: 4775.323730
	Iteration 4Q: 3 clusters Score -1769577 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1769755.250000 Penalty: 4775.323730
	Iteration 5Q: 3 clusters Score -1769755 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1769961.375000 Penalty: 4775.323730
	Iteration 6Q: 3 clusters Score -1769961 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1770236.250000 Penalty: 4775.323730
	Iteration 7Q: 3 clusters Score -1770236 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1770588.500000 Penalty: 4775.323730
	Iteration 8Q: 3 clusters Score -1770588 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1770989.875000 Penalty: 4775.323730
	Iteration 9Q: 3 clusters Score -1770990 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1771451.875000 Penalty: 4775.323730
	Iteration 10F: 3 clusters Score -1771452 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1771958.000000 Penalty: 4775.323730
	Iteration 11F: 3 clusters Score -1771958 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1772521.875000 Penalty: 4775.323730
	Iteration 12F: 3 clusters Score -1772522 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1773090.875000 Penalty: 4775.323730
	Iteration 13F: 3 clusters Score -1773091 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1773540.750000 Penalty: 4775.323730
	Iteration 14Q: 3 clusters Score -1773541 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1773865.125000 Penalty: 4775.323730
	Iteration 15Q: 3 clusters Score -1773865 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1774100.250000 Penalty: 4775.323730
	Iteration 16Q: 3 clusters Score -1774100 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1774272.750000 Penalty: 4775.323730
	Iteration 17Q: 3 clusters Score -1774273 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1774409.250000 Penalty: 4775.323730
	Iteration 18Q: 3 clusters Score -1774409 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1774510.375000 Penalty: 4775.323730
	Iteration 19Q: 3 clusters Score -1774510 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1774584.625000 Penalty: 4775.323730
	Iteration 20F: 3 clusters Score -1774585 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1774634.875000 Penalty: 4775.323730
	Iteration 21Q: 3 clusters Score -1774635 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1774682.125000 Penalty: 4775.323730
	Iteration 22Q: 3 clusters Score -1774682 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1774716.625000 Penalty: 4775.323730
	Iteration 23Q: 3 clusters Score -1774717 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1774740.250000 Penalty: 4775.323730
	Iteration 24Q: 3 clusters Score -1774740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1774774.375000 Penalty: 4775.323730
	Iteration 25Q: 3 clusters Score -1774774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1774793.500000 Penalty: 4775.323730
	Iteration 26Q: 3 clusters Score -1774794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1774801.000000 Penalty: 4775.323730
	Iteration 27Q: 3 clusters Score -1774801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1774813.625000 Penalty: 4775.323730
	Iteration 28Q: 3 clusters Score -1774814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1774825.500000 Penalty: 4775.323730
	Iteration 29Q: 3 clusters Score -1774826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1774835.625000 Penalty: 4775.323730
	Iteration 30Q: 3 clusters Score -1774836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1774843.250000 Penalty: 4775.323730
	Iteration 31Q: 3 clusters Score -1774843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1774854.500000 Penalty: 4775.323730
	Iteration 32Q: 3 clusters Score -1774854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1774856.250000 Penalty: 4775.323730
	Iteration 33Q: 3 clusters Score -1774856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1774854.375000 Penalty: 4775.323730
	Iteration 34Q: 3 clusters Score -1774854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1774861.625000 Penalty: 4775.323730
	Iteration 35Q: 3 clusters Score -1774862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1774863.625000 Penalty: 4775.323730
	Iteration 36Q: 3 clusters Score -1774864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1774866.125000 Penalty: 4775.323730
	Iteration 37Q: 3 clusters Score -1774866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1774875.000000 Penalty: 4775.323730
	Iteration 38Q: 3 clusters Score -1774875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1774875.375000 Penalty: 4775.323730
	Iteration 39Q: 3 clusters Score -1774875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1774876.625000 Penalty: 4775.323730
	Iteration 40F: 3 clusters Score -1774877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1774884.375000 Penalty: 4775.323730
	Iteration 41Q: 3 clusters Score -1774884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1774881.500000 Penalty: 4775.323730
	Iteration 42Q: 3 clusters Score -1774882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1774887.750000 Penalty: 4775.323730
	Iteration 43Q: 3 clusters Score -1774888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1774887.875000 Penalty: 4775.323730
	Iteration 44Q: 3 clusters Score -1774888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1774892.375000 Penalty: 4775.323730
	Iteration 45Q: 3 clusters Score -1774892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1774893.250000 Penalty: 4775.323730
	Iteration 46Q: 3 clusters Score -1774893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1774899.250000 Penalty: 4775.323730
	Iteration 47Q: 3 clusters Score -1774899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1774900.375000 Penalty: 4775.323730
	Iteration 48Q: 3 clusters Score -1774900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1774907.250000 Penalty: 4775.323730
	Iteration 49Q: 3 clusters Score -1774907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1774909.250000 Penalty: 4775.323730
	Iteration 50Q: 3 clusters Score -1774909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1774911.125000 Penalty: 4775.323730
	Iteration 51Q: 3 clusters Score -1774911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1774911.625000 Penalty: 4775.323730
	Iteration 52Q: 3 clusters Score -1774912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1774912.000000 Penalty: 4775.323730
	Iteration 53Q: 3 clusters Score -1774912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1774912.625000 Penalty: 4775.323730
	Iteration 54Q: 3 clusters Score -1774913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1774912.125000 Penalty: 4775.323730
	Iteration 55Q: 3 clusters Score -1774912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1774912.125000 Penalty: 4775.323730
	Iteration 56F: 3 clusters Score -1774912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (217415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217415 members 
Entering Unmasked Estep 
Score: -25226962.000000 Penalty: 3047.811768
	Iteration 0F: 2 clusters Score -2.522696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108648 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -25083450.000000 Penalty: 6095.623535
	Iteration 0F: 3 clusters Score -2.508345e+07 nChanged 104683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108715 members 
Mstep: Class 2 contains 108700 members 
Entering Unmasked Estep 
Score: -25144090.000000 Penalty: 6095.623535
	Iteration 1F: 3 clusters Score -2.514409e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 108870 members 
Entering Unmasked Estep 
Score: -25144776.000000 Penalty: 6095.623535
	Iteration 2Q: 3 clusters Score -2.514478e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108085 members 
Mstep: Class 2 contains 109330 members 
Entering Unmasked Estep 
Score: -25145690.000000 Penalty: 6095.623535
	Iteration 3Q: 3 clusters Score -2.514569e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 110103 members 
Entering Unmasked Estep 
Score: -25146916.000000 Penalty: 6095.623535
	Iteration 4Q: 3 clusters Score -2.514692e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106148 members 
Mstep: Class 2 contains 111267 members 
Entering Unmasked Estep 
Score: -25148570.000000 Penalty: 6095.623535
	Iteration 5Q: 3 clusters Score -2.514857e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104397 members 
Mstep: Class 2 contains 113018 members 
Entering Unmasked Estep 
Score: -25150998.000000 Penalty: 6095.623535
	Iteration 6Q: 3 clusters Score -2.5151e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 115517 members 
Entering Unmasked Estep 
Score: -25154942.000000 Penalty: 6095.623535
	Iteration 7Q: 3 clusters Score -2.515494e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98624 members 
Mstep: Class 2 contains 118791 members 
Entering Unmasked Estep 
Score: -25161592.000000 Penalty: 6095.623535
	Iteration 8Q: 3 clusters Score -2.516159e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94921 members 
Mstep: Class 2 contains 122494 members 
Entering Unmasked Estep 
Score: -25171158.000000 Penalty: 6095.623535
	Iteration 9F: 3 clusters Score -2.517116e+07 nChanged 14526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 125974 members 
Entering Unmasked Estep 
Score: -25182130.000000 Penalty: 6095.623535
	Iteration 10F: 3 clusters Score -2.518213e+07 nChanged 13305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 128575 members 
Entering Unmasked Estep 
Score: -25190142.000000 Penalty: 6095.623535
	Iteration 11F: 3 clusters Score -2.519014e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 130858 members 
Entering Unmasked Estep 
Score: -25193616.000000 Penalty: 6095.623535
	Iteration 12Q: 3 clusters Score -2.519362e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 132888 members 
Entering Unmasked Estep 
Score: -25194870.000000 Penalty: 6095.623535
	Iteration 13Q: 3 clusters Score -2.519487e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 134929 members 
Entering Unmasked Estep 
Score: -25195652.000000 Penalty: 6095.623535
	Iteration 14Q: 3 clusters Score -2.519565e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 137006 members 
Entering Unmasked Estep 
Score: -25196380.000000 Penalty: 6095.623535
	Iteration 15Q: 3 clusters Score -2.519638e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 139189 members 
Entering Unmasked Estep 
Score: -25196958.000000 Penalty: 6095.623535
	Iteration 16Q: 3 clusters Score -2.519696e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 141421 members 
Entering Unmasked Estep 
Score: -25197504.000000 Penalty: 6095.623535
	Iteration 17Q: 3 clusters Score -2.51975e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73706 members 
Mstep: Class 2 contains 143709 members 
Entering Unmasked Estep 
Score: -25198060.000000 Penalty: 6095.623535
	Iteration 18Q: 3 clusters Score -2.519806e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 146047 members 
Entering Unmasked Estep 
Score: -25198528.000000 Penalty: 6095.623535
	Iteration 19Q: 3 clusters Score -2.519853e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Mstep: Class 2 contains 148416 members 
Entering Unmasked Estep 
Score: -25199138.000000 Penalty: 6095.623535
	Iteration 20F: 3 clusters Score -2.519914e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 150920 members 
Entering Unmasked Estep 
Score: -25199546.000000 Penalty: 6095.623535
	Iteration 21Q: 3 clusters Score -2.519955e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 153458 members 
Entering Unmasked Estep 
Score: -25200124.000000 Penalty: 6095.623535
	Iteration 22Q: 3 clusters Score -2.520012e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 156104 members 
Entering Unmasked Estep 
Score: -25200714.000000 Penalty: 6095.623535
	Iteration 23Q: 3 clusters Score -2.520071e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 158921 members 
Entering Unmasked Estep 
Score: -25201344.000000 Penalty: 6095.623535
	Iteration 24Q: 3 clusters Score -2.520134e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 161798 members 
Entering Unmasked Estep 
Score: -25201922.000000 Penalty: 6095.623535
	Iteration 25Q: 3 clusters Score -2.520192e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 164927 members 
Entering Unmasked Estep 
Score: -25202796.000000 Penalty: 6095.623535
	Iteration 26Q: 3 clusters Score -2.52028e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 168212 members 
Entering Unmasked Estep 
Score: -25203736.000000 Penalty: 6095.623535
	Iteration 27Q: 3 clusters Score -2.520374e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 171574 members 
Entering Unmasked Estep 
Score: -25204802.000000 Penalty: 6095.623535
	Iteration 28Q: 3 clusters Score -2.52048e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 175069 members 
Entering Unmasked Estep 
Score: -25205922.000000 Penalty: 6095.623535
	Iteration 29Q: 3 clusters Score -2.520592e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 178613 members 
Entering Unmasked Estep 
Score: -25207156.000000 Penalty: 6095.623535
	Iteration 30Q: 3 clusters Score -2.520716e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 182165 members 
Entering Unmasked Estep 
Score: -25208542.000000 Penalty: 6095.623535
	Iteration 31Q: 3 clusters Score -2.520854e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 185733 members 
Entering Unmasked Estep 
Score: -25209750.000000 Penalty: 6095.623535
	Iteration 32Q: 3 clusters Score -2.520975e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 189295 members 
Entering Unmasked Estep 
Score: -25210924.000000 Penalty: 6095.623535
	Iteration 33Q: 3 clusters Score -2.521092e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 192800 members 
Entering Unmasked Estep 
Score: -25212450.000000 Penalty: 6095.623535
	Iteration 34Q: 3 clusters Score -2.521245e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 196137 members 
Entering Unmasked Estep 
Score: -25213878.000000 Penalty: 6095.623535
	Iteration 35Q: 3 clusters Score -2.521388e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 199312 members 
Entering Unmasked Estep 
Score: -25215414.000000 Penalty: 6095.623535
	Iteration 36Q: 3 clusters Score -2.521541e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 202214 members 
Entering Unmasked Estep 
Score: -25216742.000000 Penalty: 6095.623535
	Iteration 37Q: 3 clusters Score -2.521674e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 204923 members 
Entering Unmasked Estep 
Score: -25218052.000000 Penalty: 6095.623535
	Iteration 38Q: 3 clusters Score -2.521805e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 207242 members 
Entering Unmasked Estep 
Score: -25219270.000000 Penalty: 6095.623535
	Iteration 39Q: 3 clusters Score -2.521927e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 209276 members 
Entering Unmasked Estep 
Score: -25220252.000000 Penalty: 6095.623535
	Iteration 40F: 3 clusters Score -2.522025e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 210969 members 
Entering Unmasked Estep 
Score: -25221256.000000 Penalty: 6095.623535
	Iteration 41Q: 3 clusters Score -2.522126e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 212336 members 
Entering Unmasked Estep 
Score: -25222026.000000 Penalty: 6095.623535
	Iteration 42Q: 3 clusters Score -2.522203e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 213408 members 
Entering Unmasked Estep 
Score: -25222568.000000 Penalty: 6095.623535
	Iteration 43Q: 3 clusters Score -2.522257e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 214205 members 
Entering Unmasked Estep 
Score: -25223064.000000 Penalty: 6095.623535
	Iteration 44Q: 3 clusters Score -2.522306e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 214785 members 
Entering Unmasked Estep 
Score: -25223318.000000 Penalty: 6095.623535
	Iteration 45Q: 3 clusters Score -2.522332e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 215219 members 
Entering Unmasked Estep 
Score: -25223602.000000 Penalty: 6095.623535
	Iteration 46Q: 3 clusters Score -2.52236e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 215528 members 
Entering Unmasked Estep 
Score: -25223748.000000 Penalty: 6095.623535
	Iteration 47Q: 3 clusters Score -2.522375e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 215772 members 
Entering Unmasked Estep 
Score: -25223904.000000 Penalty: 6095.623535
	Iteration 48Q: 3 clusters Score -2.52239e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 215945 members 
Entering Unmasked Estep 
Score: -25224006.000000 Penalty: 6095.623535
	Iteration 49Q: 3 clusters Score -2.522401e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 216067 members 
Entering Unmasked Estep 
Score: -25224052.000000 Penalty: 6095.623535
	Iteration 50Q: 3 clusters Score -2.522405e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 216153 members 
Entering Unmasked Estep 
Score: -25224074.000000 Penalty: 6095.623535
	Iteration 51Q: 3 clusters Score -2.522407e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 216227 members 
Entering Unmasked Estep 
Score: -25224132.000000 Penalty: 6095.623535
	Iteration 52Q: 3 clusters Score -2.522413e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 216288 members 
Entering Unmasked Estep 
Score: -25224210.000000 Penalty: 6095.623535
	Iteration 53Q: 3 clusters Score -2.522421e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 216336 members 
Entering Unmasked Estep 
Score: -25224188.000000 Penalty: 6095.623535
	Iteration 54Q: 3 clusters Score -2.522419e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 216367 members 
Entering Unmasked Estep 
Score: -25224230.000000 Penalty: 6095.623535
	Iteration 55Q: 3 clusters Score -2.522423e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 216406 members 
Entering Unmasked Estep 
Score: -25224252.000000 Penalty: 6095.623535
	Iteration 56Q: 3 clusters Score -2.522425e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 216435 members 
Entering Unmasked Estep 
Score: -25224264.000000 Penalty: 6095.623535
	Iteration 57Q: 3 clusters Score -2.522426e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 216450 members 
Entering Unmasked Estep 
Score: -25224280.000000 Penalty: 6095.623535
	Iteration 58Q: 3 clusters Score -2.522428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 216466 members 
Entering Unmasked Estep 
Score: -25224300.000000 Penalty: 6095.623535
	Iteration 59Q: 3 clusters Score -2.52243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 216482 members 
Entering Unmasked Estep 
Score: -25224274.000000 Penalty: 6095.623535
	Iteration 60F: 3 clusters Score -2.522427e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 216497 members 
Entering Unmasked Estep 
Score: -25224298.000000 Penalty: 6095.623535
	Iteration 61Q: 3 clusters Score -2.52243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 216508 members 
Entering Unmasked Estep 
Score: -25224312.000000 Penalty: 6095.623535
	Iteration 62Q: 3 clusters Score -2.522431e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 216522 members 
Entering Unmasked Estep 
Score: -25224334.000000 Penalty: 6095.623535
	Iteration 63Q: 3 clusters Score -2.522433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 216536 members 
Entering Unmasked Estep 
Score: -25224334.000000 Penalty: 6095.623535
	Iteration 64Q: 3 clusters Score -2.522433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 216545 members 
Entering Unmasked Estep 
Score: -25224362.000000 Penalty: 6095.623535
	Iteration 65Q: 3 clusters Score -2.522436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 216558 members 
Entering Unmasked Estep 
Score: -25224358.000000 Penalty: 6095.623535
	Iteration 66Q: 3 clusters Score -2.522436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 216563 members 
Entering Unmasked Estep 
Score: -25224362.000000 Penalty: 6095.623535
	Iteration 67Q: 3 clusters Score -2.522436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 216570 members 
Entering Unmasked Estep 
Score: -25224372.000000 Penalty: 6095.623535
	Iteration 68Q: 3 clusters Score -2.522437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 216577 members 
Entering Unmasked Estep 
Score: -25224384.000000 Penalty: 6095.623535
	Iteration 69Q: 3 clusters Score -2.522438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 216582 members 
Entering Unmasked Estep 
Score: -25224380.000000 Penalty: 6095.623535
	Iteration 70Q: 3 clusters Score -2.522438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 216586 members 
Entering Unmasked Estep 
Score: -25224376.000000 Penalty: 6095.623535
	Iteration 71Q: 3 clusters Score -2.522438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 216595 members 
Entering Unmasked Estep 
Score: -25224372.000000 Penalty: 6095.623535
	Iteration 72Q: 3 clusters Score -2.522437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 216600 members 
Entering Unmasked Estep 
Score: -25224388.000000 Penalty: 6095.623535
	Iteration 73Q: 3 clusters Score -2.522439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 216605 members 
Entering Unmasked Estep 
Score: -25224380.000000 Penalty: 6095.623535
	Iteration 74Q: 3 clusters Score -2.522438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 216610 members 
Entering Unmasked Estep 
Score: -25224384.000000 Penalty: 6095.623535
	Iteration 75Q: 3 clusters Score -2.522438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 216616 members 
Entering Unmasked Estep 
Score: -25224380.000000 Penalty: 6095.623535
	Iteration 76Q: 3 clusters Score -2.522438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 216621 members 
Entering Unmasked Estep 
Score: -25224376.000000 Penalty: 6095.623535
	Iteration 77Q: 3 clusters Score -2.522438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 216624 members 
Entering Unmasked Estep 
Score: -25224404.000000 Penalty: 6095.623535
	Iteration 78Q: 3 clusters Score -2.52244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 216626 members 
Entering Unmasked Estep 
Score: -25224408.000000 Penalty: 6095.623535
	Iteration 79Q: 3 clusters Score -2.522441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 216628 members 
Entering Unmasked Estep 
Score: -25224410.000000 Penalty: 6095.623535
	Iteration 80F: 3 clusters Score -2.522441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 216630 members 
Entering Unmasked Estep 
Score: -25224416.000000 Penalty: 6095.623535
	Iteration 81Q: 3 clusters Score -2.522442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 216631 members 
Entering Unmasked Estep 
Score: -25224422.000000 Penalty: 6095.623535
	Iteration 82Q: 3 clusters Score -2.522442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 216632 members 
Entering Unmasked Estep 
Score: -25224410.000000 Penalty: 6095.623535
	Iteration 83Q: 3 clusters Score -2.522441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 216633 members 
Entering Unmasked Estep 
Score: -25224406.000000 Penalty: 6095.623535
	Iteration 84Q: 3 clusters Score -2.522441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 216635 members 
Entering Unmasked Estep 
Score: -25224402.000000 Penalty: 6095.623535
	Iteration 85Q: 3 clusters Score -2.52244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 216636 members 
Entering Unmasked Estep 
Score: -25224406.000000 Penalty: 6095.623535
	Iteration 86Q: 3 clusters Score -2.522441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 216635 members 
Entering Unmasked Estep 
Score: -25224400.000000 Penalty: 6095.623535
	Iteration 87Q: 3 clusters Score -2.52244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 216635 members 
Entering Unmasked Estep 
Score: -25224400.000000 Penalty: 6095.623535
	Iteration 88F: 3 clusters Score -2.52244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -24729.386719 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -24729.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23556.085938 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -23556.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23641.486328 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -23641.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23666.451172 Penalty: 2714.246094
	Iteration 2Q: 3 clusters Score -23666.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23681.679688 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -23681.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23681.679688 Penalty: 2714.246094
	Iteration 4F: 3 clusters Score -23681.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Entering Unmasked Estep 
Score: -1778501.875000 Penalty: 2385.297852
	Iteration 0F: 2 clusters Score -1778502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1767717.250000 Penalty: 4770.595703
	Iteration 0F: 3 clusters Score -1767717 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1771080.625000 Penalty: 4770.595703
	Iteration 1F: 3 clusters Score -1771081 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1771442.625000 Penalty: 4770.595703
	Iteration 2F: 3 clusters Score -1771443 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1771753.000000 Penalty: 4770.595703
	Iteration 3Q: 3 clusters Score -1771753 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1772057.000000 Penalty: 4770.595703
	Iteration 4Q: 3 clusters Score -1772057 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1772446.375000 Penalty: 4770.595703
	Iteration 5Q: 3 clusters Score -1772446 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1772897.625000 Penalty: 4770.595703
	Iteration 6F: 3 clusters Score -1772898 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1773429.625000 Penalty: 4770.595703
	Iteration 7F: 3 clusters Score -1773430 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1774049.875000 Penalty: 4770.595703
	Iteration 8F: 3 clusters Score -1774050 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1774581.250000 Penalty: 4770.595703
	Iteration 9F: 3 clusters Score -1774581 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1775002.625000 Penalty: 4770.595703
	Iteration 10Q: 3 clusters Score -1775003 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1775307.500000 Penalty: 4770.595703
	Iteration 11Q: 3 clusters Score -1775308 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1775521.000000 Penalty: 4770.595703
	Iteration 12Q: 3 clusters Score -1775521 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1775674.625000 Penalty: 4770.595703
	Iteration 13Q: 3 clusters Score -1775675 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1775805.750000 Penalty: 4770.595703
	Iteration 14Q: 3 clusters Score -1775806 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1775875.500000 Penalty: 4770.595703
	Iteration 15Q: 3 clusters Score -1775876 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1775930.625000 Penalty: 4770.595703
	Iteration 16Q: 3 clusters Score -1775931 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1775965.875000 Penalty: 4770.595703
	Iteration 17Q: 3 clusters Score -1775966 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1775993.500000 Penalty: 4770.595703
	Iteration 18Q: 3 clusters Score -1775994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1776027.375000 Penalty: 4770.595703
	Iteration 19Q: 3 clusters Score -1776027 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1776055.875000 Penalty: 4770.595703
	Iteration 20F: 3 clusters Score -1776056 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1776080.500000 Penalty: 4770.595703
	Iteration 21Q: 3 clusters Score -1776080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1776110.750000 Penalty: 4770.595703
	Iteration 22Q: 3 clusters Score -1776111 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1776147.000000 Penalty: 4770.595703
	Iteration 23Q: 3 clusters Score -1776147 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1776175.250000 Penalty: 4770.595703
	Iteration 24Q: 3 clusters Score -1776175 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1776205.875000 Penalty: 4770.595703
	Iteration 25Q: 3 clusters Score -1776206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1776228.625000 Penalty: 4770.595703
	Iteration 26Q: 3 clusters Score -1776229 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1776248.750000 Penalty: 4770.595703
	Iteration 27Q: 3 clusters Score -1776249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1776279.750000 Penalty: 4770.595703
	Iteration 28Q: 3 clusters Score -1776280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1776300.625000 Penalty: 4770.595703
	Iteration 29Q: 3 clusters Score -1776301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1776326.375000 Penalty: 4770.595703
	Iteration 30Q: 3 clusters Score -1776326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1776351.750000 Penalty: 4770.595703
	Iteration 31Q: 3 clusters Score -1776352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1776376.625000 Penalty: 4770.595703
	Iteration 32Q: 3 clusters Score -1776377 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1776408.250000 Penalty: 4770.595703
	Iteration 33Q: 3 clusters Score -1776408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1776427.125000 Penalty: 4770.595703
	Iteration 34Q: 3 clusters Score -1776427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1776438.000000 Penalty: 4770.595703
	Iteration 35Q: 3 clusters Score -1776438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1776451.125000 Penalty: 4770.595703
	Iteration 36Q: 3 clusters Score -1776451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1776460.375000 Penalty: 4770.595703
	Iteration 37Q: 3 clusters Score -1776460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1776469.125000 Penalty: 4770.595703
	Iteration 38Q: 3 clusters Score -1776469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1776486.250000 Penalty: 4770.595703
	Iteration 39Q: 3 clusters Score -1776486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1776493.250000 Penalty: 4770.595703
	Iteration 40F: 3 clusters Score -1776493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1776505.000000 Penalty: 4770.595703
	Iteration 41Q: 3 clusters Score -1776505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1776518.500000 Penalty: 4770.595703
	Iteration 42Q: 3 clusters Score -1776518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1776530.000000 Penalty: 4770.595703
	Iteration 43Q: 3 clusters Score -1776530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1776542.875000 Penalty: 4770.595703
	Iteration 44Q: 3 clusters Score -1776543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1776548.750000 Penalty: 4770.595703
	Iteration 45Q: 3 clusters Score -1776549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1776555.750000 Penalty: 4770.595703
	Iteration 46Q: 3 clusters Score -1776556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1776560.500000 Penalty: 4770.595703
	Iteration 47Q: 3 clusters Score -1776560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1776563.125000 Penalty: 4770.595703
	Iteration 48Q: 3 clusters Score -1776563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1776568.250000 Penalty: 4770.595703
	Iteration 49Q: 3 clusters Score -1776568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1776566.500000 Penalty: 4770.595703
	Iteration 50Q: 3 clusters Score -1776566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1776571.000000 Penalty: 4770.595703
	Iteration 51Q: 3 clusters Score -1776571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1776571.375000 Penalty: 4770.595703
	Iteration 52Q: 3 clusters Score -1776571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1776575.000000 Penalty: 4770.595703
	Iteration 53Q: 3 clusters Score -1776575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1776572.125000 Penalty: 4770.595703
	Iteration 54Q: 3 clusters Score -1776572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1776574.375000 Penalty: 4770.595703
	Iteration 55Q: 3 clusters Score -1776574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1776574.625000 Penalty: 4770.595703
	Iteration 56Q: 3 clusters Score -1776575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1776578.750000 Penalty: 4770.595703
	Iteration 57Q: 3 clusters Score -1776579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1776579.750000 Penalty: 4770.595703
	Iteration 58Q: 3 clusters Score -1776580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1776582.250000 Penalty: 4770.595703
	Iteration 59Q: 3 clusters Score -1776582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1776583.375000 Penalty: 4770.595703
	Iteration 60F: 3 clusters Score -1776583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1776582.375000 Penalty: 4770.595703
	Iteration 61Q: 3 clusters Score -1776582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1776582.500000 Penalty: 4770.595703
	Iteration 62Q: 3 clusters Score -1776582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1776581.125000 Penalty: 4770.595703
	Iteration 63Q: 3 clusters Score -1776581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1776581.125000 Penalty: 4770.595703
	Iteration 64F: 3 clusters Score -1776581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Entering Unmasked Estep 
Score: -2198670.750000 Penalty: 2437.733887
	Iteration 0F: 2 clusters Score -2198671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2185530.000000 Penalty: 4875.467773
	Iteration 0F: 3 clusters Score -2185530 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2189773.500000 Penalty: 4875.467773
	Iteration 1F: 3 clusters Score -2189774 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2190172.000000 Penalty: 4875.467773
	Iteration 2F: 3 clusters Score -2190172 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2190495.500000 Penalty: 4875.467773
	Iteration 3Q: 3 clusters Score -2190496 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2190760.750000 Penalty: 4875.467773
	Iteration 4Q: 3 clusters Score -2190761 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2190978.750000 Penalty: 4875.467773
	Iteration 5Q: 3 clusters Score -2190979 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2191209.750000 Penalty: 4875.467773
	Iteration 6Q: 3 clusters Score -2191210 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2191445.250000 Penalty: 4875.467773
	Iteration 7Q: 3 clusters Score -2191445 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2191718.750000 Penalty: 4875.467773
	Iteration 8Q: 3 clusters Score -2191719 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2192000.500000 Penalty: 4875.467773
	Iteration 9Q: 3 clusters Score -2192000 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2192337.000000 Penalty: 4875.467773
	Iteration 10Q: 3 clusters Score -2192337 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2192717.250000 Penalty: 4875.467773
	Iteration 11Q: 3 clusters Score -2192717 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2193160.000000 Penalty: 4875.467773
	Iteration 12Q: 3 clusters Score -2193160 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2193560.250000 Penalty: 4875.467773
	Iteration 13Q: 3 clusters Score -2193560 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2193820.000000 Penalty: 4875.467773
	Iteration 14Q: 3 clusters Score -2193820 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2193989.000000 Penalty: 4875.467773
	Iteration 15Q: 3 clusters Score -2193989 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2194113.000000 Penalty: 4875.467773
	Iteration 16Q: 3 clusters Score -2194113 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2194196.500000 Penalty: 4875.467773
	Iteration 17Q: 3 clusters Score -2194196 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2194264.250000 Penalty: 4875.467773
	Iteration 18Q: 3 clusters Score -2194264 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2194321.750000 Penalty: 4875.467773
	Iteration 19Q: 3 clusters Score -2194322 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2194377.250000 Penalty: 4875.467773
	Iteration 20F: 3 clusters Score -2194377 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2194437.000000 Penalty: 4875.467773
	Iteration 21Q: 3 clusters Score -2194437 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2194484.750000 Penalty: 4875.467773
	Iteration 22Q: 3 clusters Score -2194485 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2194536.000000 Penalty: 4875.467773
	Iteration 23Q: 3 clusters Score -2194536 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2194584.250000 Penalty: 4875.467773
	Iteration 24Q: 3 clusters Score -2194584 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2194641.250000 Penalty: 4875.467773
	Iteration 25Q: 3 clusters Score -2194641 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2194690.500000 Penalty: 4875.467773
	Iteration 26Q: 3 clusters Score -2194690 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2194734.500000 Penalty: 4875.467773
	Iteration 27Q: 3 clusters Score -2194734 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2194785.250000 Penalty: 4875.467773
	Iteration 28Q: 3 clusters Score -2194785 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2194821.750000 Penalty: 4875.467773
	Iteration 29Q: 3 clusters Score -2194822 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2194867.000000 Penalty: 4875.467773
	Iteration 30Q: 3 clusters Score -2194867 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2194900.750000 Penalty: 4875.467773
	Iteration 31Q: 3 clusters Score -2194901 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2194944.250000 Penalty: 4875.467773
	Iteration 32Q: 3 clusters Score -2194944 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2194990.250000 Penalty: 4875.467773
	Iteration 33Q: 3 clusters Score -2194990 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2195040.500000 Penalty: 4875.467773
	Iteration 34Q: 3 clusters Score -2195040 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2195073.250000 Penalty: 4875.467773
	Iteration 35Q: 3 clusters Score -2195073 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2195121.250000 Penalty: 4875.467773
	Iteration 36Q: 3 clusters Score -2195121 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2195178.500000 Penalty: 4875.467773
	Iteration 37Q: 3 clusters Score -2195178 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2195226.750000 Penalty: 4875.467773
	Iteration 38Q: 3 clusters Score -2195227 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2195279.250000 Penalty: 4875.467773
	Iteration 39Q: 3 clusters Score -2195279 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2195343.250000 Penalty: 4875.467773
	Iteration 40F: 3 clusters Score -2195343 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2195424.750000 Penalty: 4875.467773
	Iteration 41Q: 3 clusters Score -2195425 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2195516.250000 Penalty: 4875.467773
	Iteration 42Q: 3 clusters Score -2195516 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2195603.000000 Penalty: 4875.467773
	Iteration 43Q: 3 clusters Score -2195603 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2195667.000000 Penalty: 4875.467773
	Iteration 44Q: 3 clusters Score -2195667 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2195741.250000 Penalty: 4875.467773
	Iteration 45Q: 3 clusters Score -2195741 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2195811.250000 Penalty: 4875.467773
	Iteration 46Q: 3 clusters Score -2195811 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2195885.500000 Penalty: 4875.467773
	Iteration 47Q: 3 clusters Score -2195886 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2195958.000000 Penalty: 4875.467773
	Iteration 48Q: 3 clusters Score -2195958 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2196033.750000 Penalty: 4875.467773
	Iteration 49Q: 3 clusters Score -2196034 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2196087.750000 Penalty: 4875.467773
	Iteration 50Q: 3 clusters Score -2196088 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2196140.500000 Penalty: 4875.467773
	Iteration 51Q: 3 clusters Score -2196140 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2196181.500000 Penalty: 4875.467773
	Iteration 52Q: 3 clusters Score -2196182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2196215.750000 Penalty: 4875.467773
	Iteration 53Q: 3 clusters Score -2196216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2196238.250000 Penalty: 4875.467773
	Iteration 54Q: 3 clusters Score -2196238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2196267.750000 Penalty: 4875.467773
	Iteration 55Q: 3 clusters Score -2196268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2196295.500000 Penalty: 4875.467773
	Iteration 56Q: 3 clusters Score -2196296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2196327.750000 Penalty: 4875.467773
	Iteration 57Q: 3 clusters Score -2196328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2196353.000000 Penalty: 4875.467773
	Iteration 58Q: 3 clusters Score -2196353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2196375.750000 Penalty: 4875.467773
	Iteration 59Q: 3 clusters Score -2196376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2196402.250000 Penalty: 4875.467773
	Iteration 60F: 3 clusters Score -2196402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2196425.500000 Penalty: 4875.467773
	Iteration 61Q: 3 clusters Score -2196426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2196451.750000 Penalty: 4875.467773
	Iteration 62Q: 3 clusters Score -2196452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2196462.500000 Penalty: 4875.467773
	Iteration 63Q: 3 clusters Score -2196462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2196470.000000 Penalty: 4875.467773
	Iteration 64Q: 3 clusters Score -2196470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2196486.750000 Penalty: 4875.467773
	Iteration 65Q: 3 clusters Score -2196487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2196500.250000 Penalty: 4875.467773
	Iteration 66Q: 3 clusters Score -2196500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2196510.500000 Penalty: 4875.467773
	Iteration 67Q: 3 clusters Score -2196510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2196530.750000 Penalty: 4875.467773
	Iteration 68Q: 3 clusters Score -2196531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2196546.250000 Penalty: 4875.467773
	Iteration 69Q: 3 clusters Score -2196546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2196551.500000 Penalty: 4875.467773
	Iteration 70Q: 3 clusters Score -2196552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2196558.250000 Penalty: 4875.467773
	Iteration 71Q: 3 clusters Score -2196558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2196561.250000 Penalty: 4875.467773
	Iteration 72Q: 3 clusters Score -2196561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2196566.250000 Penalty: 4875.467773
	Iteration 73Q: 3 clusters Score -2196566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2196569.500000 Penalty: 4875.467773
	Iteration 74Q: 3 clusters Score -2196570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2196574.500000 Penalty: 4875.467773
	Iteration 75Q: 3 clusters Score -2196574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2196580.000000 Penalty: 4875.467773
	Iteration 76Q: 3 clusters Score -2196580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2196583.000000 Penalty: 4875.467773
	Iteration 77Q: 3 clusters Score -2196583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2196590.000000 Penalty: 4875.467773
	Iteration 78Q: 3 clusters Score -2196590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2196589.000000 Penalty: 4875.467773
	Iteration 79Q: 3 clusters Score -2196589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2196589.750000 Penalty: 4875.467773
	Iteration 80F: 3 clusters Score -2196590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2196590.250000 Penalty: 4875.467773
	Iteration 81Q: 3 clusters Score -2196590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2196592.000000 Penalty: 4875.467773
	Iteration 82Q: 3 clusters Score -2196592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2196596.000000 Penalty: 4875.467773
	Iteration 83Q: 3 clusters Score -2196596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2196596.000000 Penalty: 4875.467773
	Iteration 84Q: 3 clusters Score -2196596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2196596.750000 Penalty: 4875.467773
	Iteration 85Q: 3 clusters Score -2196597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2196600.000000 Penalty: 4875.467773
	Iteration 86Q: 3 clusters Score -2196600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2196598.750000 Penalty: 4875.467773
	Iteration 87Q: 3 clusters Score -2196599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2196598.750000 Penalty: 4875.467773
	Iteration 88F: 3 clusters Score -2196599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -79340.476562 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -79340.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77600.515625 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -77600.52 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77836.054688 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -77836.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77900.234375 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -77900.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77923.718750 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -77923.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77933.156250 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -77933.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77942.117188 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -77942.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77946.695312 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -77946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77951.679688 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -77951.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77956.695312 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -77956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77959.054688 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -77959.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77959.054688 Penalty: 3270.829102
	Iteration 10F: 3 clusters Score -77959.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -130728.265625 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -130728.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128684.843750 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -128684.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -129122.484375 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -129122.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -129329.546875 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -129329.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -129431.726562 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -129431.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -129502.937500 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -129502.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -129566.546875 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -129566.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -129630.828125 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -129630.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -129704.445312 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -129704.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -129769.953125 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -129770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -129814.609375 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -129814.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -129847.476562 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -129847.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -129857.640625 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -129857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -129861.414062 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -129861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -129862.703125 Penalty: 3543.234375
	Iteration 13F: 3 clusters Score -129862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -129865.492188 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -129865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -129880.476562 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -129880.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -129895.156250 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -129895.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -129930.343750 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -129930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -129948.906250 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -129948.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -129966.976562 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -129967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -129995.328125 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -129995.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -130089.453125 Penalty: 3543.234375
	Iteration 21Q: 3 clusters Score -130089.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -130139.062500 Penalty: 3543.234375
	Iteration 22Q: 3 clusters Score -130139.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -130168.664062 Penalty: 3543.234375
	Iteration 23Q: 3 clusters Score -130168.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -130196.460938 Penalty: 3543.234375
	Iteration 24Q: 3 clusters Score -130196.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -130212.953125 Penalty: 3543.234375
	Iteration 25Q: 3 clusters Score -130213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -130215.968750 Penalty: 3543.234375
	Iteration 26Q: 3 clusters Score -130216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -130218.382812 Penalty: 3543.234375
	Iteration 27F: 3 clusters Score -130218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -130223.679688 Penalty: 3543.234375
	Iteration 28Q: 3 clusters Score -130223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -130230.796875 Penalty: 3543.234375
	Iteration 29Q: 3 clusters Score -130230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -130240.789062 Penalty: 3543.234375
	Iteration 30Q: 3 clusters Score -130240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -130250.218750 Penalty: 3543.234375
	Iteration 31Q: 3 clusters Score -130250.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -130254.367188 Penalty: 3543.234375
	Iteration 32Q: 3 clusters Score -130254.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -130255.687500 Penalty: 3543.234375
	Iteration 33Q: 3 clusters Score -130255.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -130259.398438 Penalty: 3543.234375
	Iteration 34Q: 3 clusters Score -130259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -130261.367188 Penalty: 3543.234375
	Iteration 35Q: 3 clusters Score -130261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -130261.875000 Penalty: 3543.234375
	Iteration 36Q: 3 clusters Score -130261.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -130261.875000 Penalty: 3543.234375
	Iteration 37F: 3 clusters Score -130261.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Entering Unmasked Estep 
Score: -977837.250000 Penalty: 2236.095215
	Iteration 0F: 2 clusters Score -977837.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -971278.250000 Penalty: 4472.190430
	Iteration 0F: 3 clusters Score -971278.2 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -973114.062500 Penalty: 4472.190430
	Iteration 1F: 3 clusters Score -973114.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -973321.625000 Penalty: 4472.190430
	Iteration 2F: 3 clusters Score -973321.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -973448.312500 Penalty: 4472.190430
	Iteration 3Q: 3 clusters Score -973448.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -973544.687500 Penalty: 4472.190430
	Iteration 4Q: 3 clusters Score -973544.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -973614.062500 Penalty: 4472.190430
	Iteration 5Q: 3 clusters Score -973614.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -973661.687500 Penalty: 4472.190430
	Iteration 6Q: 3 clusters Score -973661.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -973698.750000 Penalty: 4472.190430
	Iteration 7Q: 3 clusters Score -973698.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -973732.812500 Penalty: 4472.190430
	Iteration 8Q: 3 clusters Score -973732.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -973758.250000 Penalty: 4472.190430
	Iteration 9Q: 3 clusters Score -973758.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -973770.937500 Penalty: 4472.190430
	Iteration 10Q: 3 clusters Score -973770.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -973782.250000 Penalty: 4472.190430
	Iteration 11Q: 3 clusters Score -973782.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -973795.687500 Penalty: 4472.190430
	Iteration 12Q: 3 clusters Score -973795.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -973806.062500 Penalty: 4472.190430
	Iteration 13Q: 3 clusters Score -973806.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -973811.937500 Penalty: 4472.190430
	Iteration 14Q: 3 clusters Score -973811.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -973823.312500 Penalty: 4472.190430
	Iteration 15Q: 3 clusters Score -973823.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -973823.812500 Penalty: 4472.190430
	Iteration 16Q: 3 clusters Score -973823.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -973827.625000 Penalty: 4472.190430
	Iteration 17Q: 3 clusters Score -973827.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -973835.437500 Penalty: 4472.190430
	Iteration 18Q: 3 clusters Score -973835.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -973836.875000 Penalty: 4472.190430
	Iteration 19Q: 3 clusters Score -973836.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -973840.562500 Penalty: 4472.190430
	Iteration 20F: 3 clusters Score -973840.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -973841.937500 Penalty: 4472.190430
	Iteration 21Q: 3 clusters Score -973841.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -973848.437500 Penalty: 4472.190430
	Iteration 22Q: 3 clusters Score -973848.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -973854.687500 Penalty: 4472.190430
	Iteration 23Q: 3 clusters Score -973854.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -973857.625000 Penalty: 4472.190430
	Iteration 24Q: 3 clusters Score -973857.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -973868.187500 Penalty: 4472.190430
	Iteration 25Q: 3 clusters Score -973868.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -973878.687500 Penalty: 4472.190430
	Iteration 26Q: 3 clusters Score -973878.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -973896.500000 Penalty: 4472.190430
	Iteration 27Q: 3 clusters Score -973896.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -973906.625000 Penalty: 4472.190430
	Iteration 28Q: 3 clusters Score -973906.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -973917.875000 Penalty: 4472.190430
	Iteration 29Q: 3 clusters Score -973917.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -973925.812500 Penalty: 4472.190430
	Iteration 30Q: 3 clusters Score -973925.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -973939.375000 Penalty: 4472.190430
	Iteration 31Q: 3 clusters Score -973939.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -973962.875000 Penalty: 4472.190430
	Iteration 32Q: 3 clusters Score -973962.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -973984.500000 Penalty: 4472.190430
	Iteration 33Q: 3 clusters Score -973984.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -974004.437500 Penalty: 4472.190430
	Iteration 34Q: 3 clusters Score -974004.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -974035.062500 Penalty: 4472.190430
	Iteration 35Q: 3 clusters Score -974035.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -974067.625000 Penalty: 4472.190430
	Iteration 36Q: 3 clusters Score -974067.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -974107.687500 Penalty: 4472.190430
	Iteration 37Q: 3 clusters Score -974107.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -974151.937500 Penalty: 4472.190430
	Iteration 38Q: 3 clusters Score -974151.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -974201.187500 Penalty: 4472.190430
	Iteration 39Q: 3 clusters Score -974201.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -974259.812500 Penalty: 4472.190430
	Iteration 40F: 3 clusters Score -974259.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -974359.812500 Penalty: 4472.190430
	Iteration 41Q: 3 clusters Score -974359.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -974488.500000 Penalty: 4472.190430
	Iteration 42Q: 3 clusters Score -974488.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -974646.437500 Penalty: 4472.190430
	Iteration 43Q: 3 clusters Score -974646.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -974832.375000 Penalty: 4472.190430
	Iteration 44Q: 3 clusters Score -974832.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -975015.187500 Penalty: 4472.190430
	Iteration 45Q: 3 clusters Score -975015.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -975179.312500 Penalty: 4472.190430
	Iteration 46Q: 3 clusters Score -975179.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -975339.375000 Penalty: 4472.190430
	Iteration 47Q: 3 clusters Score -975339.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -975476.375000 Penalty: 4472.190430
	Iteration 48Q: 3 clusters Score -975476.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -975595.812500 Penalty: 4472.190430
	Iteration 49Q: 3 clusters Score -975595.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -975669.312500 Penalty: 4472.190430
	Iteration 50Q: 3 clusters Score -975669.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -975721.312500 Penalty: 4472.190430
	Iteration 51Q: 3 clusters Score -975721.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -975775.437500 Penalty: 4472.190430
	Iteration 52Q: 3 clusters Score -975775.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -975818.250000 Penalty: 4472.190430
	Iteration 53Q: 3 clusters Score -975818.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -975843.250000 Penalty: 4472.190430
	Iteration 54Q: 3 clusters Score -975843.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -975858.437500 Penalty: 4472.190430
	Iteration 55Q: 3 clusters Score -975858.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -975861.437500 Penalty: 4472.190430
	Iteration 56Q: 3 clusters Score -975861.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -975863.125000 Penalty: 4472.190430
	Iteration 57Q: 3 clusters Score -975863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -975867.437500 Penalty: 4472.190430
	Iteration 58Q: 3 clusters Score -975867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -975870.437500 Penalty: 4472.190430
	Iteration 59Q: 3 clusters Score -975870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -975873.062500 Penalty: 4472.190430
	Iteration 60F: 3 clusters Score -975873.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -975875.562500 Penalty: 4472.190430
	Iteration 61Q: 3 clusters Score -975875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -975876.125000 Penalty: 4472.190430
	Iteration 62Q: 3 clusters Score -975876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -975876.812500 Penalty: 4472.190430
	Iteration 63Q: 3 clusters Score -975876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -975877.250000 Penalty: 4472.190430
	Iteration 64Q: 3 clusters Score -975877.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -975877.250000 Penalty: 4472.190430
	Iteration 65F: 3 clusters Score -975877.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -438282.500000 Penalty: 2043.288208
	Iteration 0F: 2 clusters Score -438282.5 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 1911 members 
Entering Unmasked Estep 
Score: -434489.968750 Penalty: 4086.576416
	Iteration 0F: 3 clusters Score -434490 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -435273.843750 Penalty: 4086.576416
	Iteration 1F: 3 clusters Score -435273.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -435420.500000 Penalty: 4086.576416
	Iteration 2F: 3 clusters Score -435420.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -435503.218750 Penalty: 4086.576416
	Iteration 3Q: 3 clusters Score -435503.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -435551.781250 Penalty: 4086.576416
	Iteration 4Q: 3 clusters Score -435551.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -435591.437500 Penalty: 4086.576416
	Iteration 5Q: 3 clusters Score -435591.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -435624.781250 Penalty: 4086.576416
	Iteration 6Q: 3 clusters Score -435624.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -435659.812500 Penalty: 4086.576416
	Iteration 7Q: 3 clusters Score -435659.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -435692.812500 Penalty: 4086.576416
	Iteration 8Q: 3 clusters Score -435692.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -435716.906250 Penalty: 4086.576416
	Iteration 9Q: 3 clusters Score -435716.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -435735.218750 Penalty: 4086.576416
	Iteration 10Q: 3 clusters Score -435735.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -435748.718750 Penalty: 4086.576416
	Iteration 11Q: 3 clusters Score -435748.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -435758.531250 Penalty: 4086.576416
	Iteration 12Q: 3 clusters Score -435758.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -435769.812500 Penalty: 4086.576416
	Iteration 13Q: 3 clusters Score -435769.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -435779.687500 Penalty: 4086.576416
	Iteration 14Q: 3 clusters Score -435779.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -435789.812500 Penalty: 4086.576416
	Iteration 15Q: 3 clusters Score -435789.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -435797.218750 Penalty: 4086.576416
	Iteration 16Q: 3 clusters Score -435797.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -435805.937500 Penalty: 4086.576416
	Iteration 17Q: 3 clusters Score -435805.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -435814.781250 Penalty: 4086.576416
	Iteration 18Q: 3 clusters Score -435814.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -435822.375000 Penalty: 4086.576416
	Iteration 19Q: 3 clusters Score -435822.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -435829.718750 Penalty: 4086.576416
	Iteration 20F: 3 clusters Score -435829.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -435833.781250 Penalty: 4086.576416
	Iteration 21Q: 3 clusters Score -435833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -435835.562500 Penalty: 4086.576416
	Iteration 22Q: 3 clusters Score -435835.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -435837.218750 Penalty: 4086.576416
	Iteration 23Q: 3 clusters Score -435837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -435839.218750 Penalty: 4086.576416
	Iteration 24Q: 3 clusters Score -435839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -435840.906250 Penalty: 4086.576416
	Iteration 25Q: 3 clusters Score -435840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -435840.781250 Penalty: 4086.576416
	Iteration 26Q: 3 clusters Score -435840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -435840.281250 Penalty: 4086.576416
	Iteration 27Q: 3 clusters Score -435840.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -435843.062500 Penalty: 4086.576416
	Iteration 28Q: 3 clusters Score -435843.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -435843.875000 Penalty: 4086.576416
	Iteration 29Q: 3 clusters Score -435843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -435845.468750 Penalty: 4086.576416
	Iteration 30Q: 3 clusters Score -435845.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -435846.125000 Penalty: 4086.576416
	Iteration 31Q: 3 clusters Score -435846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -435846.125000 Penalty: 4086.576416
	Iteration 32F: 3 clusters Score -435846.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (160479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160479 members 
Entering Unmasked Estep 
Score: -18643086.000000 Penalty: 2972.507568
	Iteration 0F: 2 clusters Score -1.864309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -18536560.000000 Penalty: 5945.015137
	Iteration 0F: 3 clusters Score -1.853656e+07 nChanged 76913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -18581424.000000 Penalty: 5945.015137
	Iteration 1F: 3 clusters Score -1.858142e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 81607 members 
Entering Unmasked Estep 
Score: -18582534.000000 Penalty: 5945.015137
	Iteration 2Q: 3 clusters Score -1.858253e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -18583954.000000 Penalty: 5945.015137
	Iteration 3Q: 3 clusters Score -1.858395e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -18585562.000000 Penalty: 5945.015137
	Iteration 4Q: 3 clusters Score -1.858556e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 84499 members 
Entering Unmasked Estep 
Score: -18587400.000000 Penalty: 5945.015137
	Iteration 5Q: 3 clusters Score -1.85874e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -18589518.000000 Penalty: 5945.015137
	Iteration 6Q: 3 clusters Score -1.858952e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72714 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -18592462.000000 Penalty: 5945.015137
	Iteration 7Q: 3 clusters Score -1.859246e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 90199 members 
Entering Unmasked Estep 
Score: -18596654.000000 Penalty: 5945.015137
	Iteration 8F: 3 clusters Score -1.859665e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 93231 members 
Entering Unmasked Estep 
Score: -18602080.000000 Penalty: 5945.015137
	Iteration 9F: 3 clusters Score -1.860208e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 96643 members 
Entering Unmasked Estep 
Score: -18608844.000000 Penalty: 5945.015137
	Iteration 10F: 3 clusters Score -1.860884e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -18614756.000000 Penalty: 5945.015137
	Iteration 11F: 3 clusters Score -1.861476e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 102310 members 
Entering Unmasked Estep 
Score: -18618800.000000 Penalty: 5945.015137
	Iteration 12Q: 3 clusters Score -1.86188e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -18620896.000000 Penalty: 5945.015137
	Iteration 13Q: 3 clusters Score -1.86209e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 106611 members 
Entering Unmasked Estep 
Score: -18621942.000000 Penalty: 5945.015137
	Iteration 14Q: 3 clusters Score -1.862194e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -18622700.000000 Penalty: 5945.015137
	Iteration 15Q: 3 clusters Score -1.86227e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -18623466.000000 Penalty: 5945.015137
	Iteration 16Q: 3 clusters Score -1.862347e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 113658 members 
Entering Unmasked Estep 
Score: -18624330.000000 Penalty: 5945.015137
	Iteration 17Q: 3 clusters Score -1.862433e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 116260 members 
Entering Unmasked Estep 
Score: -18625286.000000 Penalty: 5945.015137
	Iteration 18Q: 3 clusters Score -1.862529e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 118978 members 
Entering Unmasked Estep 
Score: -18626198.000000 Penalty: 5945.015137
	Iteration 19Q: 3 clusters Score -1.86262e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 121753 members 
Entering Unmasked Estep 
Score: -18627210.000000 Penalty: 5945.015137
	Iteration 20F: 3 clusters Score -1.862721e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 124580 members 
Entering Unmasked Estep 
Score: -18628266.000000 Penalty: 5945.015137
	Iteration 21Q: 3 clusters Score -1.862827e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 127409 members 
Entering Unmasked Estep 
Score: -18629206.000000 Penalty: 5945.015137
	Iteration 22Q: 3 clusters Score -1.862921e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 130169 members 
Entering Unmasked Estep 
Score: -18630276.000000 Penalty: 5945.015137
	Iteration 23Q: 3 clusters Score -1.863028e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 132988 members 
Entering Unmasked Estep 
Score: -18631342.000000 Penalty: 5945.015137
	Iteration 24Q: 3 clusters Score -1.863134e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 135722 members 
Entering Unmasked Estep 
Score: -18632620.000000 Penalty: 5945.015137
	Iteration 25Q: 3 clusters Score -1.863262e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 138346 members 
Entering Unmasked Estep 
Score: -18633814.000000 Penalty: 5945.015137
	Iteration 26Q: 3 clusters Score -1.863381e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 140781 members 
Entering Unmasked Estep 
Score: -18635104.000000 Penalty: 5945.015137
	Iteration 27Q: 3 clusters Score -1.86351e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 143080 members 
Entering Unmasked Estep 
Score: -18636418.000000 Penalty: 5945.015137
	Iteration 28Q: 3 clusters Score -1.863642e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 145111 members 
Entering Unmasked Estep 
Score: -18637320.000000 Penalty: 5945.015137
	Iteration 29Q: 3 clusters Score -1.863732e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 146879 members 
Entering Unmasked Estep 
Score: -18638232.000000 Penalty: 5945.015137
	Iteration 30Q: 3 clusters Score -1.863823e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 148474 members 
Entering Unmasked Estep 
Score: -18638884.000000 Penalty: 5945.015137
	Iteration 31Q: 3 clusters Score -1.863888e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 149834 members 
Entering Unmasked Estep 
Score: -18639492.000000 Penalty: 5945.015137
	Iteration 32Q: 3 clusters Score -1.863949e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 151020 members 
Entering Unmasked Estep 
Score: -18639868.000000 Penalty: 5945.015137
	Iteration 33Q: 3 clusters Score -1.863987e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 151991 members 
Entering Unmasked Estep 
Score: -18640162.000000 Penalty: 5945.015137
	Iteration 34Q: 3 clusters Score -1.864016e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 152828 members 
Entering Unmasked Estep 
Score: -18640498.000000 Penalty: 5945.015137
	Iteration 35Q: 3 clusters Score -1.86405e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 153580 members 
Entering Unmasked Estep 
Score: -18640726.000000 Penalty: 5945.015137
	Iteration 36Q: 3 clusters Score -1.864073e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 154222 members 
Entering Unmasked Estep 
Score: -18640964.000000 Penalty: 5945.015137
	Iteration 37Q: 3 clusters Score -1.864096e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 154792 members 
Entering Unmasked Estep 
Score: -18641140.000000 Penalty: 5945.015137
	Iteration 38Q: 3 clusters Score -1.864114e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 155258 members 
Entering Unmasked Estep 
Score: -18641228.000000 Penalty: 5945.015137
	Iteration 39Q: 3 clusters Score -1.864123e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 155645 members 
Entering Unmasked Estep 
Score: -18641254.000000 Penalty: 5945.015137
	Iteration 40F: 3 clusters Score -1.864125e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 155962 members 
Entering Unmasked Estep 
Score: -18641358.000000 Penalty: 5945.015137
	Iteration 41Q: 3 clusters Score -1.864136e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 156236 members 
Entering Unmasked Estep 
Score: -18641326.000000 Penalty: 5945.015137
	Iteration 42Q: 3 clusters Score -1.864133e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 156459 members 
Entering Unmasked Estep 
Score: -18641354.000000 Penalty: 5945.015137
	Iteration 43Q: 3 clusters Score -1.864135e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 156648 members 
Entering Unmasked Estep 
Score: -18641330.000000 Penalty: 5945.015137
	Iteration 44Q: 3 clusters Score -1.864133e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 156815 members 
Entering Unmasked Estep 
Score: -18641324.000000 Penalty: 5945.015137
	Iteration 45Q: 3 clusters Score -1.864132e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 156955 members 
Entering Unmasked Estep 
Score: -18641356.000000 Penalty: 5945.015137
	Iteration 46Q: 3 clusters Score -1.864136e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 157067 members 
Entering Unmasked Estep 
Score: -18641344.000000 Penalty: 5945.015137
	Iteration 47Q: 3 clusters Score -1.864134e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 157161 members 
Entering Unmasked Estep 
Score: -18641358.000000 Penalty: 5945.015137
	Iteration 48Q: 3 clusters Score -1.864136e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 157239 members 
Entering Unmasked Estep 
Score: -18641352.000000 Penalty: 5945.015137
	Iteration 49Q: 3 clusters Score -1.864135e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 157318 members 
Entering Unmasked Estep 
Score: -18641336.000000 Penalty: 5945.015137
	Iteration 50Q: 3 clusters Score -1.864134e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 157385 members 
Entering Unmasked Estep 
Score: -18641370.000000 Penalty: 5945.015137
	Iteration 51Q: 3 clusters Score -1.864137e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 157451 members 
Entering Unmasked Estep 
Score: -18641348.000000 Penalty: 5945.015137
	Iteration 52Q: 3 clusters Score -1.864135e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 157511 members 
Entering Unmasked Estep 
Score: -18641350.000000 Penalty: 5945.015137
	Iteration 53Q: 3 clusters Score -1.864135e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 157552 members 
Entering Unmasked Estep 
Score: -18641374.000000 Penalty: 5945.015137
	Iteration 54Q: 3 clusters Score -1.864137e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 157589 members 
Entering Unmasked Estep 
Score: -18641376.000000 Penalty: 5945.015137
	Iteration 55Q: 3 clusters Score -1.864138e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 157625 members 
Entering Unmasked Estep 
Score: -18641372.000000 Penalty: 5945.015137
	Iteration 56Q: 3 clusters Score -1.864137e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 157657 members 
Entering Unmasked Estep 
Score: -18641376.000000 Penalty: 5945.015137
	Iteration 57Q: 3 clusters Score -1.864138e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 157690 members 
Entering Unmasked Estep 
Score: -18641394.000000 Penalty: 5945.015137
	Iteration 58Q: 3 clusters Score -1.864139e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 157735 members 
Entering Unmasked Estep 
Score: -18641414.000000 Penalty: 5945.015137
	Iteration 59Q: 3 clusters Score -1.864141e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 157765 members 
Entering Unmasked Estep 
Score: -18641412.000000 Penalty: 5945.015137
	Iteration 60F: 3 clusters Score -1.864141e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 157790 members 
Entering Unmasked Estep 
Score: -18641418.000000 Penalty: 5945.015137
	Iteration 61Q: 3 clusters Score -1.864142e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 157814 members 
Entering Unmasked Estep 
Score: -18641418.000000 Penalty: 5945.015137
	Iteration 62Q: 3 clusters Score -1.864142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 157831 members 
Entering Unmasked Estep 
Score: -18641428.000000 Penalty: 5945.015137
	Iteration 63Q: 3 clusters Score -1.864143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 157848 members 
Entering Unmasked Estep 
Score: -18641418.000000 Penalty: 5945.015137
	Iteration 64Q: 3 clusters Score -1.864142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 157865 members 
Entering Unmasked Estep 
Score: -18641428.000000 Penalty: 5945.015137
	Iteration 65Q: 3 clusters Score -1.864143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 157877 members 
Entering Unmasked Estep 
Score: -18641440.000000 Penalty: 5945.015137
	Iteration 66Q: 3 clusters Score -1.864144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 157889 members 
Entering Unmasked Estep 
Score: -18641418.000000 Penalty: 5945.015137
	Iteration 67Q: 3 clusters Score -1.864142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 157894 members 
Entering Unmasked Estep 
Score: -18641418.000000 Penalty: 5945.015137
	Iteration 68Q: 3 clusters Score -1.864142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 157902 members 
Entering Unmasked Estep 
Score: -18641430.000000 Penalty: 5945.015137
	Iteration 69Q: 3 clusters Score -1.864143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 157911 members 
Entering Unmasked Estep 
Score: -18641410.000000 Penalty: 5945.015137
	Iteration 70Q: 3 clusters Score -1.864141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 157922 members 
Entering Unmasked Estep 
Score: -18641414.000000 Penalty: 5945.015137
	Iteration 71Q: 3 clusters Score -1.864141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 157932 members 
Entering Unmasked Estep 
Score: -18641412.000000 Penalty: 5945.015137
	Iteration 72Q: 3 clusters Score -1.864141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 157937 members 
Entering Unmasked Estep 
Score: -18641408.000000 Penalty: 5945.015137
	Iteration 73Q: 3 clusters Score -1.864141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 157945 members 
Entering Unmasked Estep 
Score: -18641416.000000 Penalty: 5945.015137
	Iteration 74Q: 3 clusters Score -1.864142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 157958 members 
Entering Unmasked Estep 
Score: -18641418.000000 Penalty: 5945.015137
	Iteration 75Q: 3 clusters Score -1.864142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 157974 members 
Entering Unmasked Estep 
Score: -18641432.000000 Penalty: 5945.015137
	Iteration 76Q: 3 clusters Score -1.864143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 157992 members 
Entering Unmasked Estep 
Score: -18641450.000000 Penalty: 5945.015137
	Iteration 77Q: 3 clusters Score -1.864145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 158005 members 
Entering Unmasked Estep 
Score: -18641444.000000 Penalty: 5945.015137
	Iteration 78Q: 3 clusters Score -1.864144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 158018 members 
Entering Unmasked Estep 
Score: -18641440.000000 Penalty: 5945.015137
	Iteration 79Q: 3 clusters Score -1.864144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 158027 members 
Entering Unmasked Estep 
Score: -18641448.000000 Penalty: 5945.015137
	Iteration 80F: 3 clusters Score -1.864145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 158033 members 
Entering Unmasked Estep 
Score: -18641450.000000 Penalty: 5945.015137
	Iteration 81Q: 3 clusters Score -1.864145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 158042 members 
Entering Unmasked Estep 
Score: -18641432.000000 Penalty: 5945.015137
	Iteration 82Q: 3 clusters Score -1.864143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 158054 members 
Entering Unmasked Estep 
Score: -18641428.000000 Penalty: 5945.015137
	Iteration 83Q: 3 clusters Score -1.864143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 158065 members 
Entering Unmasked Estep 
Score: -18641420.000000 Penalty: 5945.015137
	Iteration 84Q: 3 clusters Score -1.864142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 158073 members 
Entering Unmasked Estep 
Score: -18641424.000000 Penalty: 5945.015137
	Iteration 85Q: 3 clusters Score -1.864142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 158084 members 
Entering Unmasked Estep 
Score: -18641440.000000 Penalty: 5945.015137
	Iteration 86Q: 3 clusters Score -1.864144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 158098 members 
Entering Unmasked Estep 
Score: -18641438.000000 Penalty: 5945.015137
	Iteration 87Q: 3 clusters Score -1.864144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 158114 members 
Entering Unmasked Estep 
Score: -18641426.000000 Penalty: 5945.015137
	Iteration 88Q: 3 clusters Score -1.864143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -18641420.000000 Penalty: 5945.015137
	Iteration 89Q: 3 clusters Score -1.864142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 158131 members 
Entering Unmasked Estep 
Score: -18641426.000000 Penalty: 5945.015137
	Iteration 90Q: 3 clusters Score -1.864143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 158141 members 
Entering Unmasked Estep 
Score: -18641438.000000 Penalty: 5945.015137
	Iteration 91Q: 3 clusters Score -1.864144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 158146 members 
Entering Unmasked Estep 
Score: -18641434.000000 Penalty: 5945.015137
	Iteration 92Q: 3 clusters Score -1.864143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 158151 members 
Entering Unmasked Estep 
Score: -18641438.000000 Penalty: 5945.015137
	Iteration 93Q: 3 clusters Score -1.864144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 158157 members 
Entering Unmasked Estep 
Score: -18641420.000000 Penalty: 5945.015137
	Iteration 94Q: 3 clusters Score -1.864142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 158162 members 
Entering Unmasked Estep 
Score: -18641422.000000 Penalty: 5945.015137
	Iteration 95Q: 3 clusters Score -1.864142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 158167 members 
Entering Unmasked Estep 
Score: -18641430.000000 Penalty: 5945.015137
	Iteration 96Q: 3 clusters Score -1.864143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -18641428.000000 Penalty: 5945.015137
	Iteration 97Q: 3 clusters Score -1.864143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 158169 members 
Entering Unmasked Estep 
Score: -18641422.000000 Penalty: 5945.015137
	Iteration 98Q: 3 clusters Score -1.864142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 158170 members 
Entering Unmasked Estep 
Score: -18641420.000000 Penalty: 5945.015137
	Iteration 99Q: 3 clusters Score -1.864142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 158170 members 
Entering Unmasked Estep 
Score: -18641416.000000 Penalty: 5945.015137
	Iteration 100F: 3 clusters Score -1.864142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Entering Unmasked Estep 
Score: -4273439.000000 Penalty: 2614.060547
	Iteration 0F: 2 clusters Score -4273439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4247872.500000 Penalty: 5228.121094
	Iteration 0F: 3 clusters Score -4247872 nChanged 17207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -4257953.500000 Penalty: 5228.121094
	Iteration 1F: 3 clusters Score -4257954 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4259793.000000 Penalty: 5228.121094
	Iteration 2F: 3 clusters Score -4259793 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -4262228.000000 Penalty: 5228.121094
	Iteration 3F: 3 clusters Score -4262228 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -4265084.000000 Penalty: 5228.121094
	Iteration 4F: 3 clusters Score -4265084 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -4267510.000000 Penalty: 5228.121094
	Iteration 5F: 3 clusters Score -4267510 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -4268955.000000 Penalty: 5228.121094
	Iteration 6F: 3 clusters Score -4268955 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -4269631.500000 Penalty: 5228.121094
	Iteration 7Q: 3 clusters Score -4269632 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -4269901.500000 Penalty: 5228.121094
	Iteration 8Q: 3 clusters Score -4269902 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -4270037.000000 Penalty: 5228.121094
	Iteration 9Q: 3 clusters Score -4270037 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -4270112.000000 Penalty: 5228.121094
	Iteration 10Q: 3 clusters Score -4270112 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -4270170.500000 Penalty: 5228.121094
	Iteration 11Q: 3 clusters Score -4270170 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -4270205.000000 Penalty: 5228.121094
	Iteration 12Q: 3 clusters Score -4270205 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -4270240.000000 Penalty: 5228.121094
	Iteration 13Q: 3 clusters Score -4270240 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -4270263.500000 Penalty: 5228.121094
	Iteration 14Q: 3 clusters Score -4270264 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -4270298.500000 Penalty: 5228.121094
	Iteration 15Q: 3 clusters Score -4270298 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -4270320.000000 Penalty: 5228.121094
	Iteration 16Q: 3 clusters Score -4270320 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -4270336.000000 Penalty: 5228.121094
	Iteration 17Q: 3 clusters Score -4270336 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -4270373.000000 Penalty: 5228.121094
	Iteration 18Q: 3 clusters Score -4270373 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -4270415.500000 Penalty: 5228.121094
	Iteration 19Q: 3 clusters Score -4270416 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -4270445.500000 Penalty: 5228.121094
	Iteration 20F: 3 clusters Score -4270446 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -4270485.000000 Penalty: 5228.121094
	Iteration 21Q: 3 clusters Score -4270485 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4270529.000000 Penalty: 5228.121094
	Iteration 22Q: 3 clusters Score -4270529 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -4270567.000000 Penalty: 5228.121094
	Iteration 23Q: 3 clusters Score -4270567 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -4270588.500000 Penalty: 5228.121094
	Iteration 24Q: 3 clusters Score -4270588 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -4270639.000000 Penalty: 5228.121094
	Iteration 25Q: 3 clusters Score -4270639 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -4270677.000000 Penalty: 5228.121094
	Iteration 26Q: 3 clusters Score -4270677 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4270731.000000 Penalty: 5228.121094
	Iteration 27Q: 3 clusters Score -4270731 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4270789.000000 Penalty: 5228.121094
	Iteration 28Q: 3 clusters Score -4270789 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4270844.000000 Penalty: 5228.121094
	Iteration 29Q: 3 clusters Score -4270844 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4270908.000000 Penalty: 5228.121094
	Iteration 30Q: 3 clusters Score -4270908 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -4270986.000000 Penalty: 5228.121094
	Iteration 31Q: 3 clusters Score -4270986 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4271053.000000 Penalty: 5228.121094
	Iteration 32Q: 3 clusters Score -4271053 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -4271136.000000 Penalty: 5228.121094
	Iteration 33Q: 3 clusters Score -4271136 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -4271251.500000 Penalty: 5228.121094
	Iteration 34Q: 3 clusters Score -4271252 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -4271358.000000 Penalty: 5228.121094
	Iteration 35Q: 3 clusters Score -4271358 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4271516.000000 Penalty: 5228.121094
	Iteration 36Q: 3 clusters Score -4271516 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -4271740.000000 Penalty: 5228.121094
	Iteration 37Q: 3 clusters Score -4271740 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -4271981.500000 Penalty: 5228.121094
	Iteration 38Q: 3 clusters Score -4271982 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -4272332.000000 Penalty: 5228.121094
	Iteration 39Q: 3 clusters Score -4272332 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4272710.000000 Penalty: 5228.121094
	Iteration 40F: 3 clusters Score -4272710 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -4273074.500000 Penalty: 5228.121094
	Iteration 41Q: 3 clusters Score -4273074 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4273129.000000 Penalty: 5228.121094
	Iteration 42Q: 3 clusters Score -4273129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4273142.500000 Penalty: 5228.121094
	Iteration 43Q: 3 clusters Score -4273142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4273154.500000 Penalty: 5228.121094
	Iteration 44Q: 3 clusters Score -4273154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4273156.500000 Penalty: 5228.121094
	Iteration 45Q: 3 clusters Score -4273156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -4273159.500000 Penalty: 5228.121094
	Iteration 46Q: 3 clusters Score -4273160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4273168.500000 Penalty: 5228.121094
	Iteration 47Q: 3 clusters Score -4273168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4273174.500000 Penalty: 5228.121094
	Iteration 48Q: 3 clusters Score -4273174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4273171.500000 Penalty: 5228.121094
	Iteration 49Q: 3 clusters Score -4273172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -4273173.500000 Penalty: 5228.121094
	Iteration 50Q: 3 clusters Score -4273174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -4273173.500000 Penalty: 5228.121094
	Iteration 51F: 3 clusters Score -4273174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (121105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121105 members 
Entering Unmasked Estep 
Score: -14218974.000000 Penalty: 2902.694580
	Iteration 0F: 2 clusters Score -1.421897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -14137704.000000 Penalty: 5805.389160
	Iteration 0F: 3 clusters Score -1.41377e+07 nChanged 57750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -14170705.000000 Penalty: 5805.389160
	Iteration 1F: 3 clusters Score -1.41707e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -14171364.000000 Penalty: 5805.389160
	Iteration 2Q: 3 clusters Score -1.417136e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -14171985.000000 Penalty: 5805.389160
	Iteration 3Q: 3 clusters Score -1.417198e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -14172687.000000 Penalty: 5805.389160
	Iteration 4Q: 3 clusters Score -1.417269e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -14173612.000000 Penalty: 5805.389160
	Iteration 5Q: 3 clusters Score -1.417361e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -14174813.000000 Penalty: 5805.389160
	Iteration 6Q: 3 clusters Score -1.417481e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -14176693.000000 Penalty: 5805.389160
	Iteration 7Q: 3 clusters Score -1.417669e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 75754 members 
Entering Unmasked Estep 
Score: -14180023.000000 Penalty: 5805.389160
	Iteration 8F: 3 clusters Score -1.418002e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -14185382.000000 Penalty: 5805.389160
	Iteration 9F: 3 clusters Score -1.418538e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -14192804.000000 Penalty: 5805.389160
	Iteration 10F: 3 clusters Score -1.41928e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -14200716.000000 Penalty: 5805.389160
	Iteration 11F: 3 clusters Score -1.420072e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 101478 members 
Entering Unmasked Estep 
Score: -14206659.000000 Penalty: 5805.389160
	Iteration 12F: 3 clusters Score -1.420666e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -14209810.000000 Penalty: 5805.389160
	Iteration 13Q: 3 clusters Score -1.420981e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 106494 members 
Entering Unmasked Estep 
Score: -14211220.000000 Penalty: 5805.389160
	Iteration 14Q: 3 clusters Score -1.421122e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 108126 members 
Entering Unmasked Estep 
Score: -14212241.000000 Penalty: 5805.389160
	Iteration 15Q: 3 clusters Score -1.421224e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 109557 members 
Entering Unmasked Estep 
Score: -14212943.000000 Penalty: 5805.389160
	Iteration 16Q: 3 clusters Score -1.421294e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 110748 members 
Entering Unmasked Estep 
Score: -14213478.000000 Penalty: 5805.389160
	Iteration 17Q: 3 clusters Score -1.421348e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 111798 members 
Entering Unmasked Estep 
Score: -14213830.000000 Penalty: 5805.389160
	Iteration 18Q: 3 clusters Score -1.421383e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 112738 members 
Entering Unmasked Estep 
Score: -14214247.000000 Penalty: 5805.389160
	Iteration 19Q: 3 clusters Score -1.421425e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
Score: -14214539.000000 Penalty: 5805.389160
	Iteration 20F: 3 clusters Score -1.421454e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 114282 members 
Entering Unmasked Estep 
Score: -14214816.000000 Penalty: 5805.389160
	Iteration 21Q: 3 clusters Score -1.421482e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 114934 members 
Entering Unmasked Estep 
Score: -14215063.000000 Penalty: 5805.389160
	Iteration 22Q: 3 clusters Score -1.421506e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 115509 members 
Entering Unmasked Estep 
Score: -14215286.000000 Penalty: 5805.389160
	Iteration 23Q: 3 clusters Score -1.421529e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -14215462.000000 Penalty: 5805.389160
	Iteration 24Q: 3 clusters Score -1.421546e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 116530 members 
Entering Unmasked Estep 
Score: -14215694.000000 Penalty: 5805.389160
	Iteration 25Q: 3 clusters Score -1.421569e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 116956 members 
Entering Unmasked Estep 
Score: -14215846.000000 Penalty: 5805.389160
	Iteration 26Q: 3 clusters Score -1.421585e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 117311 members 
Entering Unmasked Estep 
Score: -14215956.000000 Penalty: 5805.389160
	Iteration 27Q: 3 clusters Score -1.421596e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 117637 members 
Entering Unmasked Estep 
Score: -14216075.000000 Penalty: 5805.389160
	Iteration 28Q: 3 clusters Score -1.421608e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 117904 members 
Entering Unmasked Estep 
Score: -14216149.000000 Penalty: 5805.389160
	Iteration 29Q: 3 clusters Score -1.421615e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 118130 members 
Entering Unmasked Estep 
Score: -14216253.000000 Penalty: 5805.389160
	Iteration 30Q: 3 clusters Score -1.421625e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 118304 members 
Entering Unmasked Estep 
Score: -14216266.000000 Penalty: 5805.389160
	Iteration 31Q: 3 clusters Score -1.421627e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 118441 members 
Entering Unmasked Estep 
Score: -14216300.000000 Penalty: 5805.389160
	Iteration 32Q: 3 clusters Score -1.42163e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 118554 members 
Entering Unmasked Estep 
Score: -14216327.000000 Penalty: 5805.389160
	Iteration 33Q: 3 clusters Score -1.421633e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 118659 members 
Entering Unmasked Estep 
Score: -14216358.000000 Penalty: 5805.389160
	Iteration 34Q: 3 clusters Score -1.421636e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 118750 members 
Entering Unmasked Estep 
Score: -14216401.000000 Penalty: 5805.389160
	Iteration 35Q: 3 clusters Score -1.42164e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 118827 members 
Entering Unmasked Estep 
Score: -14216417.000000 Penalty: 5805.389160
	Iteration 36Q: 3 clusters Score -1.421642e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 118902 members 
Entering Unmasked Estep 
Score: -14216438.000000 Penalty: 5805.389160
	Iteration 37Q: 3 clusters Score -1.421644e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 118988 members 
Entering Unmasked Estep 
Score: -14216487.000000 Penalty: 5805.389160
	Iteration 38Q: 3 clusters Score -1.421649e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 119060 members 
Entering Unmasked Estep 
Score: -14216494.000000 Penalty: 5805.389160
	Iteration 39Q: 3 clusters Score -1.421649e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 119135 members 
Entering Unmasked Estep 
Score: -14216506.000000 Penalty: 5805.389160
	Iteration 40F: 3 clusters Score -1.421651e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 119194 members 
Entering Unmasked Estep 
Score: -14216514.000000 Penalty: 5805.389160
	Iteration 41Q: 3 clusters Score -1.421651e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 119249 members 
Entering Unmasked Estep 
Score: -14216544.000000 Penalty: 5805.389160
	Iteration 42Q: 3 clusters Score -1.421654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 119290 members 
Entering Unmasked Estep 
Score: -14216547.000000 Penalty: 5805.389160
	Iteration 43Q: 3 clusters Score -1.421655e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 119307 members 
Entering Unmasked Estep 
Score: -14216562.000000 Penalty: 5805.389160
	Iteration 44Q: 3 clusters Score -1.421656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 119331 members 
Entering Unmasked Estep 
Score: -14216586.000000 Penalty: 5805.389160
	Iteration 45Q: 3 clusters Score -1.421659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 119347 members 
Entering Unmasked Estep 
Score: -14216591.000000 Penalty: 5805.389160
	Iteration 46Q: 3 clusters Score -1.421659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 119360 members 
Entering Unmasked Estep 
Score: -14216589.000000 Penalty: 5805.389160
	Iteration 47Q: 3 clusters Score -1.421659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 119371 members 
Entering Unmasked Estep 
Score: -14216570.000000 Penalty: 5805.389160
	Iteration 48Q: 3 clusters Score -1.421657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 119383 members 
Entering Unmasked Estep 
Score: -14216579.000000 Penalty: 5805.389160
	Iteration 49Q: 3 clusters Score -1.421658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 119393 members 
Entering Unmasked Estep 
Score: -14216575.000000 Penalty: 5805.389160
	Iteration 50Q: 3 clusters Score -1.421658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -14216583.000000 Penalty: 5805.389160
	Iteration 51Q: 3 clusters Score -1.421658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 119406 members 
Entering Unmasked Estep 
Score: -14216588.000000 Penalty: 5805.389160
	Iteration 52Q: 3 clusters Score -1.421659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 119412 members 
Entering Unmasked Estep 
Score: -14216588.000000 Penalty: 5805.389160
	Iteration 53Q: 3 clusters Score -1.421659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 119417 members 
Entering Unmasked Estep 
Score: -14216594.000000 Penalty: 5805.389160
	Iteration 54Q: 3 clusters Score -1.421659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 119422 members 
Entering Unmasked Estep 
Score: -14216603.000000 Penalty: 5805.389160
	Iteration 55Q: 3 clusters Score -1.42166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 119424 members 
Entering Unmasked Estep 
Score: -14216589.000000 Penalty: 5805.389160
	Iteration 56Q: 3 clusters Score -1.421659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 119424 members 
Entering Unmasked Estep 
Score: -14216589.000000 Penalty: 5805.389160
	Iteration 57F: 3 clusters Score -1.421659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 23783 members 
Mstep: Class 3 contains 15179 members 
Mstep: Class 6 contains 217415 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15035 members 
Mstep: Class 10 contains 18575 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8238 members 
Mstep: Class 17 contains 3786 members 
Mstep: Class 20 contains 160479 members 
Mstep: Class 23 contains 37819 members 
Mstep: Class 24 contains 121105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653176.000000 Penalty: 46482.957031
Iteration 439Q: 15 clusters Score -7.465318e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 23782 members 
Mstep: Class 3 contains 15179 members 
Mstep: Class 6 contains 217395 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15035 members 
Mstep: Class 10 contains 18570 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8238 members 
Mstep: Class 17 contains 3786 members 
Mstep: Class 20 contains 160498 members 
Mstep: Class 23 contains 37822 members 
Mstep: Class 24 contains 121110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653144.000000 Penalty: 46482.957031
Iteration 440F: 15 clusters Score -7.465314e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 23784 members 
Mstep: Class 3 contains 15179 members 
Mstep: Class 6 contains 217389 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15035 members 
Mstep: Class 10 contains 18570 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8237 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160506 members 
Mstep: Class 23 contains 37821 members 
Mstep: Class 24 contains 121109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653104.000000 Penalty: 46482.957031
Iteration 441Q: 15 clusters Score -7.46531e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 23787 members 
Mstep: Class 3 contains 15179 members 
Mstep: Class 6 contains 217393 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15034 members 
Mstep: Class 10 contains 18571 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 20 contains 160509 members 
Mstep: Class 23 contains 37819 members 
Mstep: Class 24 contains 121108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653064.000000 Penalty: 46482.957031
Iteration 442Q: 15 clusters Score -7.465306e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 23786 members 
Mstep: Class 3 contains 15179 members 
Mstep: Class 6 contains 217383 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15035 members 
Mstep: Class 10 contains 18571 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8230 members 
Mstep: Class 17 contains 3782 members 
Mstep: Class 20 contains 160520 members 
Mstep: Class 23 contains 37818 members 
Mstep: Class 24 contains 121112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653048.000000 Penalty: 46482.957031
Iteration 443Q: 15 clusters Score -7.465305e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 23783 members 
Mstep: Class 3 contains 15179 members 
Mstep: Class 6 contains 217385 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15035 members 
Mstep: Class 10 contains 18571 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 3784 members 
Mstep: Class 20 contains 160514 members 
Mstep: Class 23 contains 37815 members 
Mstep: Class 24 contains 121119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653096.000000 Penalty: 46482.957031
Iteration 444Q: 15 clusters Score -7.46531e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23783 members 
Mstep: Class 3 contains 15180 members 
Mstep: Class 6 contains 217392 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15034 members 
Mstep: Class 10 contains 18571 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160510 members 
Mstep: Class 23 contains 37814 members 
Mstep: Class 24 contains 121119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653040.000000 Penalty: 46482.957031
Iteration 445Q: 15 clusters Score -7.465304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23784 members 
Mstep: Class 3 contains 15180 members 
Mstep: Class 6 contains 217402 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15033 members 
Mstep: Class 10 contains 18571 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 17 contains 3786 members 
Mstep: Class 20 contains 160499 members 
Mstep: Class 23 contains 37813 members 
Mstep: Class 24 contains 121120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653072.000000 Penalty: 46482.957031
Iteration 446Q: 15 clusters Score -7.465307e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23783 members 
Mstep: Class 3 contains 15180 members 
Mstep: Class 6 contains 217417 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15031 members 
Mstep: Class 10 contains 18571 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160488 members 
Mstep: Class 23 contains 37812 members 
Mstep: Class 24 contains 121121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653032.000000 Penalty: 46482.957031
Iteration 447Q: 15 clusters Score -7.465303e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23784 members 
Mstep: Class 3 contains 15181 members 
Mstep: Class 6 contains 217444 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15030 members 
Mstep: Class 10 contains 18570 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8230 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160464 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 121119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653088.000000 Penalty: 46482.957031
Iteration 448Q: 15 clusters Score -7.465309e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23783 members 
Mstep: Class 3 contains 15182 members 
Mstep: Class 6 contains 217465 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15028 members 
Mstep: Class 10 contains 18569 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8230 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160453 members 
Mstep: Class 23 contains 37805 members 
Mstep: Class 24 contains 121117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653072.000000 Penalty: 46482.957031
Iteration 449Q: 15 clusters Score -7.465307e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23784 members 
Mstep: Class 3 contains 15182 members 
Mstep: Class 6 contains 217480 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15026 members 
Mstep: Class 10 contains 18569 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160441 members 
Mstep: Class 23 contains 37806 members 
Mstep: Class 24 contains 121113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653080.000000 Penalty: 46482.957031
Iteration 450Q: 15 clusters Score -7.465308e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 23784 members 
Mstep: Class 3 contains 15182 members 
Mstep: Class 6 contains 217491 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15025 members 
Mstep: Class 10 contains 18568 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160435 members 
Mstep: Class 23 contains 37806 members 
Mstep: Class 24 contains 121111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653056.000000 Penalty: 46482.957031
Iteration 451Q: 15 clusters Score -7.465306e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 23781 members 
Mstep: Class 3 contains 15182 members 
Mstep: Class 6 contains 217506 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 18569 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160425 members 
Mstep: Class 23 contains 37803 members 
Mstep: Class 24 contains 121112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653024.000000 Penalty: 46482.957031
Iteration 452Q: 15 clusters Score -7.465302e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 23780 members 
Mstep: Class 3 contains 15182 members 
Mstep: Class 6 contains 217518 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15023 members 
Mstep: Class 10 contains 18569 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160414 members 
Mstep: Class 23 contains 37802 members 
Mstep: Class 24 contains 121113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74653008.000000 Penalty: 46482.957031
Iteration 453Q: 15 clusters Score -7.465301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 23780 members 
Mstep: Class 3 contains 15182 members 
Mstep: Class 6 contains 217524 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15023 members 
Mstep: Class 10 contains 18569 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8234 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160406 members 
Mstep: Class 23 contains 37804 members 
Mstep: Class 24 contains 121111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652992.000000 Penalty: 46482.957031
Iteration 454Q: 15 clusters Score -7.465299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 23780 members 
Mstep: Class 3 contains 15183 members 
Mstep: Class 6 contains 217529 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15023 members 
Mstep: Class 10 contains 18568 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8234 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160403 members 
Mstep: Class 23 contains 37805 members 
Mstep: Class 24 contains 121108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652960.000000 Penalty: 46482.957031
Iteration 455Q: 15 clusters Score -7.465296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 23779 members 
Mstep: Class 3 contains 15184 members 
Mstep: Class 6 contains 217538 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15025 members 
Mstep: Class 10 contains 18568 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8234 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160396 members 
Mstep: Class 23 contains 37806 members 
Mstep: Class 24 contains 121103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652920.000000 Penalty: 46482.957031
Iteration 456Q: 15 clusters Score -7.465292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 23778 members 
Mstep: Class 3 contains 15186 members 
Mstep: Class 6 contains 217546 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8233 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160393 members 
Mstep: Class 23 contains 37807 members 
Mstep: Class 24 contains 121099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652920.000000 Penalty: 46482.957031
Iteration 457Q: 15 clusters Score -7.465292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 23779 members 
Mstep: Class 3 contains 15187 members 
Mstep: Class 6 contains 217546 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160391 members 
Mstep: Class 23 contains 37808 members 
Mstep: Class 24 contains 121099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652912.000000 Penalty: 46482.957031
Iteration 458Q: 15 clusters Score -7.465291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 23779 members 
Mstep: Class 3 contains 15187 members 
Mstep: Class 6 contains 217546 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15025 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160387 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 121100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652912.000000 Penalty: 46482.957031
Iteration 459Q: 15 clusters Score -7.465291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23779 members 
Mstep: Class 3 contains 15187 members 
Mstep: Class 6 contains 217555 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15025 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160385 members 
Mstep: Class 23 contains 37807 members 
Mstep: Class 24 contains 121095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652896.000000 Penalty: 46482.957031
Iteration 460F: 15 clusters Score -7.46529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23779 members 
Mstep: Class 3 contains 15187 members 
Mstep: Class 6 contains 217556 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8233 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160383 members 
Mstep: Class 23 contains 37809 members 
Mstep: Class 24 contains 121094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652888.000000 Penalty: 46482.957031
Iteration 461Q: 15 clusters Score -7.465289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23779 members 
Mstep: Class 3 contains 15187 members 
Mstep: Class 6 contains 217561 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15023 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160380 members 
Mstep: Class 23 contains 37809 members 
Mstep: Class 24 contains 121094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652888.000000 Penalty: 46482.957031
Iteration 462Q: 15 clusters Score -7.465289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23779 members 
Mstep: Class 3 contains 15187 members 
Mstep: Class 6 contains 217565 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15023 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160381 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 121089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652880.000000 Penalty: 46482.957031
Iteration 463Q: 15 clusters Score -7.465288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23779 members 
Mstep: Class 3 contains 15188 members 
Mstep: Class 6 contains 217566 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15023 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160382 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 121086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652872.000000 Penalty: 46482.957031
Iteration 464Q: 15 clusters Score -7.465287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23780 members 
Mstep: Class 3 contains 15188 members 
Mstep: Class 6 contains 217566 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15023 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160383 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 121084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652880.000000 Penalty: 46482.957031
Iteration 465Q: 15 clusters Score -7.465288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23779 members 
Mstep: Class 3 contains 15188 members 
Mstep: Class 6 contains 217566 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15023 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160387 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 121081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652920.000000 Penalty: 46482.957031
Iteration 466Q: 15 clusters Score -7.465292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23778 members 
Mstep: Class 3 contains 15188 members 
Mstep: Class 6 contains 217566 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160389 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 121079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652904.000000 Penalty: 46482.957031
Iteration 467Q: 15 clusters Score -7.46529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23778 members 
Mstep: Class 3 contains 15188 members 
Mstep: Class 6 contains 217566 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160388 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 121080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652904.000000 Penalty: 46482.957031
Iteration 468Q: 15 clusters Score -7.46529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23778 members 
Mstep: Class 3 contains 15188 members 
Mstep: Class 6 contains 217566 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160389 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 121079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652904.000000 Penalty: 46482.957031
Iteration 469Q: 15 clusters Score -7.46529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23778 members 
Mstep: Class 3 contains 15188 members 
Mstep: Class 6 contains 217565 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160390 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 121079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652912.000000 Penalty: 46482.957031
Iteration 470Q: 15 clusters Score -7.465291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 23778 members 
Mstep: Class 3 contains 15188 members 
Mstep: Class 6 contains 217565 members 
Mstep: Class 7 contains 238 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 18567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 20 contains 160390 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 121079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74652912.000000 Penalty: 46482.957031
Iteration 471F: 15 clusters Score -7.465291e+07 nChanged 0
Entering ConstructFrom: 
Score: -74652912.000000 Penalty: 46482.957031
Entering ConstructFrom: 
Trying to split cluster 1 (28435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Entering Unmasked Estep 
Score: -3298188.000000 Penalty: 2543.333252
	Iteration 0F: 2 clusters Score -3298188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3278729.250000 Penalty: 5086.666504
	Iteration 0F: 3 clusters Score -3278729 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3285622.750000 Penalty: 5086.666504
	Iteration 1F: 3 clusters Score -3285623 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3286125.750000 Penalty: 5086.666504
	Iteration 2Q: 3 clusters Score -3286126 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3286669.000000 Penalty: 5086.666504
	Iteration 3Q: 3 clusters Score -3286669 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -3287377.250000 Penalty: 5086.666504
	Iteration 4Q: 3 clusters Score -3287377 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -3288427.750000 Penalty: 5086.666504
	Iteration 5F: 3 clusters Score -3288428 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -3289964.750000 Penalty: 5086.666504
	Iteration 6F: 3 clusters Score -3289965 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3292073.250000 Penalty: 5086.666504
	Iteration 7F: 3 clusters Score -3292073 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3294117.000000 Penalty: 5086.666504
	Iteration 8F: 3 clusters Score -3294117 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3295392.000000 Penalty: 5086.666504
	Iteration 9Q: 3 clusters Score -3295392 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3296102.250000 Penalty: 5086.666504
	Iteration 10Q: 3 clusters Score -3296102 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3296610.000000 Penalty: 5086.666504
	Iteration 11Q: 3 clusters Score -3296610 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3296977.250000 Penalty: 5086.666504
	Iteration 12Q: 3 clusters Score -3296977 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -3297114.750000 Penalty: 5086.666504
	Iteration 13Q: 3 clusters Score -3297115 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3297173.500000 Penalty: 5086.666504
	Iteration 14Q: 3 clusters Score -3297174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3297199.000000 Penalty: 5086.666504
	Iteration 15Q: 3 clusters Score -3297199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3297214.500000 Penalty: 5086.666504
	Iteration 16Q: 3 clusters Score -3297214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3297225.250000 Penalty: 5086.666504
	Iteration 17Q: 3 clusters Score -3297225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3297234.500000 Penalty: 5086.666504
	Iteration 18Q: 3 clusters Score -3297234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3297240.750000 Penalty: 5086.666504
	Iteration 19Q: 3 clusters Score -3297241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3297242.250000 Penalty: 5086.666504
	Iteration 20F: 3 clusters Score -3297242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3297249.750000 Penalty: 5086.666504
	Iteration 21Q: 3 clusters Score -3297250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3297248.500000 Penalty: 5086.666504
	Iteration 22Q: 3 clusters Score -3297248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3297247.250000 Penalty: 5086.666504
	Iteration 23Q: 3 clusters Score -3297247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3297251.250000 Penalty: 5086.666504
	Iteration 24Q: 3 clusters Score -3297251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3297251.250000 Penalty: 5086.666504
	Iteration 25F: 3 clusters Score -3297251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Entering Unmasked Estep 
Score: -2788483.250000 Penalty: 2498.976074
	Iteration 0F: 2 clusters Score -2788483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2771960.500000 Penalty: 4997.952148
	Iteration 0F: 3 clusters Score -2771960 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2777754.000000 Penalty: 4997.952148
	Iteration 1F: 3 clusters Score -2777754 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2778263.750000 Penalty: 4997.952148
	Iteration 2F: 3 clusters Score -2778264 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2778863.500000 Penalty: 4997.952148
	Iteration 3Q: 3 clusters Score -2778864 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2779550.000000 Penalty: 4997.952148
	Iteration 4F: 3 clusters Score -2779550 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2780317.750000 Penalty: 4997.952148
	Iteration 5F: 3 clusters Score -2780318 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2781147.250000 Penalty: 4997.952148
	Iteration 6F: 3 clusters Score -2781147 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2782163.500000 Penalty: 4997.952148
	Iteration 7F: 3 clusters Score -2782164 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2783314.500000 Penalty: 4997.952148
	Iteration 8F: 3 clusters Score -2783314 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2784477.250000 Penalty: 4997.952148
	Iteration 9F: 3 clusters Score -2784477 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2785410.500000 Penalty: 4997.952148
	Iteration 10Q: 3 clusters Score -2785410 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2786036.500000 Penalty: 4997.952148
	Iteration 11Q: 3 clusters Score -2786036 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2786327.000000 Penalty: 4997.952148
	Iteration 12Q: 3 clusters Score -2786327 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2786463.000000 Penalty: 4997.952148
	Iteration 13Q: 3 clusters Score -2786463 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2786576.750000 Penalty: 4997.952148
	Iteration 14Q: 3 clusters Score -2786577 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2786637.750000 Penalty: 4997.952148
	Iteration 15Q: 3 clusters Score -2786638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2786706.000000 Penalty: 4997.952148
	Iteration 16Q: 3 clusters Score -2786706 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2786747.500000 Penalty: 4997.952148
	Iteration 17Q: 3 clusters Score -2786748 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2786784.500000 Penalty: 4997.952148
	Iteration 18Q: 3 clusters Score -2786784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2786826.000000 Penalty: 4997.952148
	Iteration 19Q: 3 clusters Score -2786826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2786859.500000 Penalty: 4997.952148
	Iteration 20F: 3 clusters Score -2786860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2786892.000000 Penalty: 4997.952148
	Iteration 21Q: 3 clusters Score -2786892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2786919.500000 Penalty: 4997.952148
	Iteration 22Q: 3 clusters Score -2786920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2786935.250000 Penalty: 4997.952148
	Iteration 23Q: 3 clusters Score -2786935 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2786956.000000 Penalty: 4997.952148
	Iteration 24Q: 3 clusters Score -2786956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2786964.000000 Penalty: 4997.952148
	Iteration 25Q: 3 clusters Score -2786964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2786975.500000 Penalty: 4997.952148
	Iteration 26Q: 3 clusters Score -2786976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2786983.500000 Penalty: 4997.952148
	Iteration 27Q: 3 clusters Score -2786984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2786982.250000 Penalty: 4997.952148
	Iteration 28Q: 3 clusters Score -2786982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2786994.000000 Penalty: 4997.952148
	Iteration 29Q: 3 clusters Score -2786994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2786998.250000 Penalty: 4997.952148
	Iteration 30Q: 3 clusters Score -2786998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2787002.500000 Penalty: 4997.952148
	Iteration 31Q: 3 clusters Score -2787002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2787011.250000 Penalty: 4997.952148
	Iteration 32Q: 3 clusters Score -2787011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2787015.000000 Penalty: 4997.952148
	Iteration 33Q: 3 clusters Score -2787015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2787011.750000 Penalty: 4997.952148
	Iteration 34Q: 3 clusters Score -2787012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2787023.750000 Penalty: 4997.952148
	Iteration 35Q: 3 clusters Score -2787024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2787027.500000 Penalty: 4997.952148
	Iteration 36Q: 3 clusters Score -2787028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2787025.750000 Penalty: 4997.952148
	Iteration 37Q: 3 clusters Score -2787026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2787025.000000 Penalty: 4997.952148
	Iteration 38Q: 3 clusters Score -2787025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2787027.750000 Penalty: 4997.952148
	Iteration 39Q: 3 clusters Score -2787028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2787037.250000 Penalty: 4997.952148
	Iteration 40F: 3 clusters Score -2787037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2787042.000000 Penalty: 4997.952148
	Iteration 41Q: 3 clusters Score -2787042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2787046.000000 Penalty: 4997.952148
	Iteration 42Q: 3 clusters Score -2787046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2787047.000000 Penalty: 4997.952148
	Iteration 43Q: 3 clusters Score -2787047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2787049.000000 Penalty: 4997.952148
	Iteration 44Q: 3 clusters Score -2787049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2787054.500000 Penalty: 4997.952148
	Iteration 45Q: 3 clusters Score -2787054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2787053.500000 Penalty: 4997.952148
	Iteration 46Q: 3 clusters Score -2787054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2787057.000000 Penalty: 4997.952148
	Iteration 47Q: 3 clusters Score -2787057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2787058.250000 Penalty: 4997.952148
	Iteration 48Q: 3 clusters Score -2787058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2787061.750000 Penalty: 4997.952148
	Iteration 49Q: 3 clusters Score -2787062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2787061.250000 Penalty: 4997.952148
	Iteration 50Q: 3 clusters Score -2787061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2787059.750000 Penalty: 4997.952148
	Iteration 51Q: 3 clusters Score -2787060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2787061.000000 Penalty: 4997.952148
	Iteration 52Q: 3 clusters Score -2787061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2787065.500000 Penalty: 4997.952148
	Iteration 53Q: 3 clusters Score -2787066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2787066.750000 Penalty: 4997.952148
	Iteration 54Q: 3 clusters Score -2787067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2787069.250000 Penalty: 4997.952148
	Iteration 55Q: 3 clusters Score -2787069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2787071.750000 Penalty: 4997.952148
	Iteration 56Q: 3 clusters Score -2787072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2787074.250000 Penalty: 4997.952148
	Iteration 57Q: 3 clusters Score -2787074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2787077.750000 Penalty: 4997.952148
	Iteration 58Q: 3 clusters Score -2787078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2787076.000000 Penalty: 4997.952148
	Iteration 59Q: 3 clusters Score -2787076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2787076.000000 Penalty: 4997.952148
	Iteration 60F: 3 clusters Score -2787076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2787080.250000 Penalty: 4997.952148
	Iteration 61Q: 3 clusters Score -2787080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2787080.500000 Penalty: 4997.952148
	Iteration 62Q: 3 clusters Score -2787080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2787080.000000 Penalty: 4997.952148
	Iteration 63Q: 3 clusters Score -2787080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2787083.750000 Penalty: 4997.952148
	Iteration 64Q: 3 clusters Score -2787084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2787083.750000 Penalty: 4997.952148
	Iteration 65F: 3 clusters Score -2787084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Entering Unmasked Estep 
Score: -1777556.000000 Penalty: 2387.808594
	Iteration 0F: 2 clusters Score -1777556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1766494.250000 Penalty: 4775.617188
	Iteration 0F: 3 clusters Score -1766494 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1770154.000000 Penalty: 4775.617188
	Iteration 1F: 3 clusters Score -1770154 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1770657.500000 Penalty: 4775.617188
	Iteration 2F: 3 clusters Score -1770658 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1771203.750000 Penalty: 4775.617188
	Iteration 3F: 3 clusters Score -1771204 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1771769.000000 Penalty: 4775.617188
	Iteration 4F: 3 clusters Score -1771769 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1772363.125000 Penalty: 4775.617188
	Iteration 5F: 3 clusters Score -1772363 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1772997.000000 Penalty: 4775.617188
	Iteration 6F: 3 clusters Score -1772997 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1773669.750000 Penalty: 4775.617188
	Iteration 7F: 3 clusters Score -1773670 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1774307.000000 Penalty: 4775.617188
	Iteration 8F: 3 clusters Score -1774307 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1774773.375000 Penalty: 4775.617188
	Iteration 9Q: 3 clusters Score -1774773 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1775079.875000 Penalty: 4775.617188
	Iteration 10Q: 3 clusters Score -1775080 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1775285.875000 Penalty: 4775.617188
	Iteration 11Q: 3 clusters Score -1775286 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1775410.500000 Penalty: 4775.617188
	Iteration 12Q: 3 clusters Score -1775410 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1775491.375000 Penalty: 4775.617188
	Iteration 13Q: 3 clusters Score -1775491 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1775536.000000 Penalty: 4775.617188
	Iteration 14Q: 3 clusters Score -1775536 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1775593.500000 Penalty: 4775.617188
	Iteration 15Q: 3 clusters Score -1775594 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1775621.250000 Penalty: 4775.617188
	Iteration 16Q: 3 clusters Score -1775621 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1775653.750000 Penalty: 4775.617188
	Iteration 17Q: 3 clusters Score -1775654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1775678.250000 Penalty: 4775.617188
	Iteration 18Q: 3 clusters Score -1775678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1775696.250000 Penalty: 4775.617188
	Iteration 19Q: 3 clusters Score -1775696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1775715.500000 Penalty: 4775.617188
	Iteration 20F: 3 clusters Score -1775716 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1775731.875000 Penalty: 4775.617188
	Iteration 21Q: 3 clusters Score -1775732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1775751.125000 Penalty: 4775.617188
	Iteration 22Q: 3 clusters Score -1775751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1775774.000000 Penalty: 4775.617188
	Iteration 23Q: 3 clusters Score -1775774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1775792.000000 Penalty: 4775.617188
	Iteration 24Q: 3 clusters Score -1775792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1775809.625000 Penalty: 4775.617188
	Iteration 25Q: 3 clusters Score -1775810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1775814.000000 Penalty: 4775.617188
	Iteration 26Q: 3 clusters Score -1775814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1775835.500000 Penalty: 4775.617188
	Iteration 27Q: 3 clusters Score -1775836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1775852.875000 Penalty: 4775.617188
	Iteration 28Q: 3 clusters Score -1775853 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1775871.875000 Penalty: 4775.617188
	Iteration 29Q: 3 clusters Score -1775872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1775879.625000 Penalty: 4775.617188
	Iteration 30Q: 3 clusters Score -1775880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1775889.750000 Penalty: 4775.617188
	Iteration 31Q: 3 clusters Score -1775890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1775891.500000 Penalty: 4775.617188
	Iteration 32Q: 3 clusters Score -1775892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1775899.250000 Penalty: 4775.617188
	Iteration 33Q: 3 clusters Score -1775899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1775899.750000 Penalty: 4775.617188
	Iteration 34Q: 3 clusters Score -1775900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1775906.875000 Penalty: 4775.617188
	Iteration 35Q: 3 clusters Score -1775907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1775906.500000 Penalty: 4775.617188
	Iteration 36Q: 3 clusters Score -1775906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1775912.000000 Penalty: 4775.617188
	Iteration 37Q: 3 clusters Score -1775912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1775916.000000 Penalty: 4775.617188
	Iteration 38Q: 3 clusters Score -1775916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1775922.000000 Penalty: 4775.617188
	Iteration 39Q: 3 clusters Score -1775922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1775926.125000 Penalty: 4775.617188
	Iteration 40F: 3 clusters Score -1775926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1775926.125000 Penalty: 4775.617188
	Iteration 41Q: 3 clusters Score -1775926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1775929.375000 Penalty: 4775.617188
	Iteration 42Q: 3 clusters Score -1775929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1775929.250000 Penalty: 4775.617188
	Iteration 43Q: 3 clusters Score -1775929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1775931.250000 Penalty: 4775.617188
	Iteration 44Q: 3 clusters Score -1775931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1775931.875000 Penalty: 4775.617188
	Iteration 45Q: 3 clusters Score -1775932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1775929.750000 Penalty: 4775.617188
	Iteration 46Q: 3 clusters Score -1775930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1775933.875000 Penalty: 4775.617188
	Iteration 47Q: 3 clusters Score -1775934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1775934.750000 Penalty: 4775.617188
	Iteration 48Q: 3 clusters Score -1775935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1775936.125000 Penalty: 4775.617188
	Iteration 49Q: 3 clusters Score -1775936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1775933.500000 Penalty: 4775.617188
	Iteration 50Q: 3 clusters Score -1775934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1775939.250000 Penalty: 4775.617188
	Iteration 51Q: 3 clusters Score -1775939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1775940.000000 Penalty: 4775.617188
	Iteration 52Q: 3 clusters Score -1775940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1775945.500000 Penalty: 4775.617188
	Iteration 53Q: 3 clusters Score -1775946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1775943.750000 Penalty: 4775.617188
	Iteration 54Q: 3 clusters Score -1775944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1775943.750000 Penalty: 4775.617188
	Iteration 55F: 3 clusters Score -1775944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (217565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217565 members 
Entering Unmasked Estep 
Score: -25244124.000000 Penalty: 3047.982666
	Iteration 0F: 2 clusters Score -2.524412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109317 members 
Mstep: Class 2 contains 108248 members 
Entering Unmasked Estep 
Score: -25101208.000000 Penalty: 6095.965332
	Iteration 0F: 3 clusters Score -2.510121e+07 nChanged 104406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115765 members 
Mstep: Class 2 contains 101800 members 
Entering Unmasked Estep 
Score: -25162354.000000 Penalty: 6095.965332
	Iteration 1F: 3 clusters Score -2.516235e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120137 members 
Mstep: Class 2 contains 97428 members 
Entering Unmasked Estep 
Score: -25163876.000000 Penalty: 6095.965332
	Iteration 2Q: 3 clusters Score -2.516388e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127003 members 
Mstep: Class 2 contains 90562 members 
Entering Unmasked Estep 
Score: -25166466.000000 Penalty: 6095.965332
	Iteration 3Q: 3 clusters Score -2.516647e+07 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137593 members 
Mstep: Class 2 contains 79972 members 
Entering Unmasked Estep 
Score: -25172058.000000 Penalty: 6095.965332
	Iteration 4Q: 3 clusters Score -2.517206e+07 nChanged 15556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153111 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -25182278.000000 Penalty: 6095.965332
	Iteration 5F: 3 clusters Score -2.518228e+07 nChanged 20234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173343 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -25199368.000000 Penalty: 6095.965332
	Iteration 6F: 3 clusters Score -2.519937e+07 nChanged 20959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194302 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -25219208.000000 Penalty: 6095.965332
	Iteration 7F: 3 clusters Score -2.521921e+07 nChanged 14206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208508 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -25233000.000000 Penalty: 6095.965332
	Iteration 8F: 3 clusters Score -2.5233e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214682 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -25238640.000000 Penalty: 6095.965332
	Iteration 9Q: 3 clusters Score -2.523864e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216583 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -25240458.000000 Penalty: 6095.965332
	Iteration 10Q: 3 clusters Score -2.524046e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217078 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -25240986.000000 Penalty: 6095.965332
	Iteration 11Q: 3 clusters Score -2.524099e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217211 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25241166.000000 Penalty: 6095.965332
	Iteration 12Q: 3 clusters Score -2.524117e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217259 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25241250.000000 Penalty: 6095.965332
	Iteration 13Q: 3 clusters Score -2.524125e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217283 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25241336.000000 Penalty: 6095.965332
	Iteration 14Q: 3 clusters Score -2.524134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217289 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25241356.000000 Penalty: 6095.965332
	Iteration 15Q: 3 clusters Score -2.524136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217296 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25241374.000000 Penalty: 6095.965332
	Iteration 16Q: 3 clusters Score -2.524137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217297 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25241396.000000 Penalty: 6095.965332
	Iteration 17Q: 3 clusters Score -2.52414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217300 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25241394.000000 Penalty: 6095.965332
	Iteration 18Q: 3 clusters Score -2.524139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217299 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25241402.000000 Penalty: 6095.965332
	Iteration 19Q: 3 clusters Score -2.52414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217304 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25241432.000000 Penalty: 6095.965332
	Iteration 20F: 3 clusters Score -2.524143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217306 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25241428.000000 Penalty: 6095.965332
	Iteration 21Q: 3 clusters Score -2.524143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217307 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25241434.000000 Penalty: 6095.965332
	Iteration 22Q: 3 clusters Score -2.524143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217309 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25241440.000000 Penalty: 6095.965332
	Iteration 23Q: 3 clusters Score -2.524144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217310 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25241444.000000 Penalty: 6095.965332
	Iteration 24Q: 3 clusters Score -2.524144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217310 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25241444.000000 Penalty: 6095.965332
	Iteration 25F: 3 clusters Score -2.524144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -24729.386719 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -24729.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23526.664062 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -23526.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23566.716797 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -23566.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23568.984375 Penalty: 2714.246094
	Iteration 2Q: 3 clusters Score -23568.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23568.984375 Penalty: 2714.246094
	Iteration 3F: 3 clusters Score -23568.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Entering Unmasked Estep 
Score: -1777153.250000 Penalty: 2385.116211
	Iteration 0F: 2 clusters Score -1777153 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 7482 members 
Entering Unmasked Estep 
Score: -1766243.375000 Penalty: 4770.232422
	Iteration 0F: 3 clusters Score -1766243 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1769578.250000 Penalty: 4770.232422
	Iteration 1F: 3 clusters Score -1769578 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1769928.250000 Penalty: 4770.232422
	Iteration 2F: 3 clusters Score -1769928 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1770254.875000 Penalty: 4770.232422
	Iteration 3Q: 3 clusters Score -1770255 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1770524.500000 Penalty: 4770.232422
	Iteration 4Q: 3 clusters Score -1770524 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1770830.500000 Penalty: 4770.232422
	Iteration 5Q: 3 clusters Score -1770830 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1771150.250000 Penalty: 4770.232422
	Iteration 6Q: 3 clusters Score -1771150 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1771457.625000 Penalty: 4770.232422
	Iteration 7Q: 3 clusters Score -1771458 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1771757.750000 Penalty: 4770.232422
	Iteration 8Q: 3 clusters Score -1771758 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1772078.500000 Penalty: 4770.232422
	Iteration 9Q: 3 clusters Score -1772078 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1772461.000000 Penalty: 4770.232422
	Iteration 10Q: 3 clusters Score -1772461 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1772861.750000 Penalty: 4770.232422
	Iteration 11Q: 3 clusters Score -1772862 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1773199.250000 Penalty: 4770.232422
	Iteration 12Q: 3 clusters Score -1773199 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1773473.250000 Penalty: 4770.232422
	Iteration 13Q: 3 clusters Score -1773473 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1773654.000000 Penalty: 4770.232422
	Iteration 14Q: 3 clusters Score -1773654 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1773782.875000 Penalty: 4770.232422
	Iteration 15Q: 3 clusters Score -1773783 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1773855.625000 Penalty: 4770.232422
	Iteration 16Q: 3 clusters Score -1773856 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1773905.625000 Penalty: 4770.232422
	Iteration 17Q: 3 clusters Score -1773906 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1773936.500000 Penalty: 4770.232422
	Iteration 18Q: 3 clusters Score -1773936 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1773966.625000 Penalty: 4770.232422
	Iteration 19Q: 3 clusters Score -1773967 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1773988.000000 Penalty: 4770.232422
	Iteration 20F: 3 clusters Score -1773988 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1774023.125000 Penalty: 4770.232422
	Iteration 21Q: 3 clusters Score -1774023 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1774034.000000 Penalty: 4770.232422
	Iteration 22Q: 3 clusters Score -1774034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1774050.125000 Penalty: 4770.232422
	Iteration 23Q: 3 clusters Score -1774050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1774059.625000 Penalty: 4770.232422
	Iteration 24Q: 3 clusters Score -1774060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1774069.875000 Penalty: 4770.232422
	Iteration 25Q: 3 clusters Score -1774070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1774074.750000 Penalty: 4770.232422
	Iteration 26Q: 3 clusters Score -1774075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1774082.125000 Penalty: 4770.232422
	Iteration 27Q: 3 clusters Score -1774082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1774082.500000 Penalty: 4770.232422
	Iteration 28Q: 3 clusters Score -1774082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1774086.250000 Penalty: 4770.232422
	Iteration 29Q: 3 clusters Score -1774086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1774090.750000 Penalty: 4770.232422
	Iteration 30Q: 3 clusters Score -1774091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1774097.500000 Penalty: 4770.232422
	Iteration 31Q: 3 clusters Score -1774098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1774101.500000 Penalty: 4770.232422
	Iteration 32Q: 3 clusters Score -1774102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1774107.250000 Penalty: 4770.232422
	Iteration 33Q: 3 clusters Score -1774107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1774120.500000 Penalty: 4770.232422
	Iteration 34Q: 3 clusters Score -1774120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1774126.625000 Penalty: 4770.232422
	Iteration 35Q: 3 clusters Score -1774127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1774129.250000 Penalty: 4770.232422
	Iteration 36Q: 3 clusters Score -1774129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1774134.625000 Penalty: 4770.232422
	Iteration 37Q: 3 clusters Score -1774135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1774140.250000 Penalty: 4770.232422
	Iteration 38Q: 3 clusters Score -1774140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1774148.750000 Penalty: 4770.232422
	Iteration 39Q: 3 clusters Score -1774149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1774154.625000 Penalty: 4770.232422
	Iteration 40F: 3 clusters Score -1774155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1774153.375000 Penalty: 4770.232422
	Iteration 41Q: 3 clusters Score -1774153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1774164.875000 Penalty: 4770.232422
	Iteration 42Q: 3 clusters Score -1774165 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1774173.000000 Penalty: 4770.232422
	Iteration 43Q: 3 clusters Score -1774173 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1774178.125000 Penalty: 4770.232422
	Iteration 44Q: 3 clusters Score -1774178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1774189.250000 Penalty: 4770.232422
	Iteration 45Q: 3 clusters Score -1774189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1774196.250000 Penalty: 4770.232422
	Iteration 46Q: 3 clusters Score -1774196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1774203.500000 Penalty: 4770.232422
	Iteration 47Q: 3 clusters Score -1774204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1774217.500000 Penalty: 4770.232422
	Iteration 48Q: 3 clusters Score -1774218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1774221.750000 Penalty: 4770.232422
	Iteration 49Q: 3 clusters Score -1774222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1774237.875000 Penalty: 4770.232422
	Iteration 50Q: 3 clusters Score -1774238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1774251.375000 Penalty: 4770.232422
	Iteration 51Q: 3 clusters Score -1774251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1774263.875000 Penalty: 4770.232422
	Iteration 52Q: 3 clusters Score -1774264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1774274.500000 Penalty: 4770.232422
	Iteration 53Q: 3 clusters Score -1774274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1774291.500000 Penalty: 4770.232422
	Iteration 54Q: 3 clusters Score -1774292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1774310.125000 Penalty: 4770.232422
	Iteration 55Q: 3 clusters Score -1774310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1774334.125000 Penalty: 4770.232422
	Iteration 56Q: 3 clusters Score -1774334 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1774352.625000 Penalty: 4770.232422
	Iteration 57Q: 3 clusters Score -1774353 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1774376.000000 Penalty: 4770.232422
	Iteration 58Q: 3 clusters Score -1774376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1774398.250000 Penalty: 4770.232422
	Iteration 59Q: 3 clusters Score -1774398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1774410.250000 Penalty: 4770.232422
	Iteration 60F: 3 clusters Score -1774410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1774425.375000 Penalty: 4770.232422
	Iteration 61Q: 3 clusters Score -1774425 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1774440.250000 Penalty: 4770.232422
	Iteration 62Q: 3 clusters Score -1774440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1774448.250000 Penalty: 4770.232422
	Iteration 63Q: 3 clusters Score -1774448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1774459.625000 Penalty: 4770.232422
	Iteration 64Q: 3 clusters Score -1774460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1774471.875000 Penalty: 4770.232422
	Iteration 65Q: 3 clusters Score -1774472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1774486.500000 Penalty: 4770.232422
	Iteration 66Q: 3 clusters Score -1774486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1774492.875000 Penalty: 4770.232422
	Iteration 67Q: 3 clusters Score -1774493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1774509.625000 Penalty: 4770.232422
	Iteration 68Q: 3 clusters Score -1774510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1774531.125000 Penalty: 4770.232422
	Iteration 69Q: 3 clusters Score -1774531 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1774541.250000 Penalty: 4770.232422
	Iteration 70Q: 3 clusters Score -1774541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1774555.750000 Penalty: 4770.232422
	Iteration 71Q: 3 clusters Score -1774556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1774567.625000 Penalty: 4770.232422
	Iteration 72Q: 3 clusters Score -1774568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1774581.875000 Penalty: 4770.232422
	Iteration 73Q: 3 clusters Score -1774582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1774601.375000 Penalty: 4770.232422
	Iteration 74Q: 3 clusters Score -1774601 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1774615.125000 Penalty: 4770.232422
	Iteration 75Q: 3 clusters Score -1774615 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1774636.625000 Penalty: 4770.232422
	Iteration 76Q: 3 clusters Score -1774637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1774664.875000 Penalty: 4770.232422
	Iteration 77Q: 3 clusters Score -1774665 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1774693.750000 Penalty: 4770.232422
	Iteration 78Q: 3 clusters Score -1774694 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1774725.875000 Penalty: 4770.232422
	Iteration 79Q: 3 clusters Score -1774726 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1774755.625000 Penalty: 4770.232422
	Iteration 80F: 3 clusters Score -1774756 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1774778.375000 Penalty: 4770.232422
	Iteration 81Q: 3 clusters Score -1774778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1774798.500000 Penalty: 4770.232422
	Iteration 82Q: 3 clusters Score -1774798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1774827.625000 Penalty: 4770.232422
	Iteration 83Q: 3 clusters Score -1774828 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1774862.250000 Penalty: 4770.232422
	Iteration 84Q: 3 clusters Score -1774862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1774896.875000 Penalty: 4770.232422
	Iteration 85Q: 3 clusters Score -1774897 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1774923.250000 Penalty: 4770.232422
	Iteration 86Q: 3 clusters Score -1774923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1774950.750000 Penalty: 4770.232422
	Iteration 87Q: 3 clusters Score -1774951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1774973.750000 Penalty: 4770.232422
	Iteration 88Q: 3 clusters Score -1774974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1775004.000000 Penalty: 4770.232422
	Iteration 89Q: 3 clusters Score -1775004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1775024.000000 Penalty: 4770.232422
	Iteration 90Q: 3 clusters Score -1775024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1775043.875000 Penalty: 4770.232422
	Iteration 91Q: 3 clusters Score -1775044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1775064.375000 Penalty: 4770.232422
	Iteration 92Q: 3 clusters Score -1775064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1775085.750000 Penalty: 4770.232422
	Iteration 93Q: 3 clusters Score -1775086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1775105.375000 Penalty: 4770.232422
	Iteration 94Q: 3 clusters Score -1775105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1775124.500000 Penalty: 4770.232422
	Iteration 95Q: 3 clusters Score -1775124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1775140.625000 Penalty: 4770.232422
	Iteration 96Q: 3 clusters Score -1775141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1775152.125000 Penalty: 4770.232422
	Iteration 97Q: 3 clusters Score -1775152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1775157.875000 Penalty: 4770.232422
	Iteration 98Q: 3 clusters Score -1775158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1775168.000000 Penalty: 4770.232422
	Iteration 99Q: 3 clusters Score -1775168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1775171.500000 Penalty: 4770.232422
	Iteration 100F: 3 clusters Score -1775172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1775177.500000 Penalty: 4770.232422
	Iteration 101Q: 3 clusters Score -1775178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1775180.000000 Penalty: 4770.232422
	Iteration 102Q: 3 clusters Score -1775180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1775183.500000 Penalty: 4770.232422
	Iteration 103Q: 3 clusters Score -1775184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1775189.000000 Penalty: 4770.232422
	Iteration 104Q: 3 clusters Score -1775189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1775191.375000 Penalty: 4770.232422
	Iteration 105Q: 3 clusters Score -1775191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1775194.500000 Penalty: 4770.232422
	Iteration 106Q: 3 clusters Score -1775194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1775193.750000 Penalty: 4770.232422
	Iteration 107Q: 3 clusters Score -1775194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1775194.125000 Penalty: 4770.232422
	Iteration 108Q: 3 clusters Score -1775194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1775194.125000 Penalty: 4770.232422
	Iteration 109F: 3 clusters Score -1775194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Entering Unmasked Estep 
Score: -2197789.000000 Penalty: 2437.626953
	Iteration 0F: 2 clusters Score -2197789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2184528.000000 Penalty: 4875.253906
	Iteration 0F: 3 clusters Score -2184528 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2188938.750000 Penalty: 4875.253906
	Iteration 1F: 3 clusters Score -2188939 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2189450.000000 Penalty: 4875.253906
	Iteration 2F: 3 clusters Score -2189450 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2189993.500000 Penalty: 4875.253906
	Iteration 3F: 3 clusters Score -2189994 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2190576.750000 Penalty: 4875.253906
	Iteration 4F: 3 clusters Score -2190577 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2191290.750000 Penalty: 4875.253906
	Iteration 5F: 3 clusters Score -2191291 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2192137.250000 Penalty: 4875.253906
	Iteration 6F: 3 clusters Score -2192137 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2192959.500000 Penalty: 4875.253906
	Iteration 7F: 3 clusters Score -2192960 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2193645.500000 Penalty: 4875.253906
	Iteration 8F: 3 clusters Score -2193646 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2194178.000000 Penalty: 4875.253906
	Iteration 9Q: 3 clusters Score -2194178 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2194538.750000 Penalty: 4875.253906
	Iteration 10Q: 3 clusters Score -2194539 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2194789.500000 Penalty: 4875.253906
	Iteration 11Q: 3 clusters Score -2194790 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2194920.500000 Penalty: 4875.253906
	Iteration 12Q: 3 clusters Score -2194920 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2195032.250000 Penalty: 4875.253906
	Iteration 13Q: 3 clusters Score -2195032 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2195098.500000 Penalty: 4875.253906
	Iteration 14Q: 3 clusters Score -2195098 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2195159.500000 Penalty: 4875.253906
	Iteration 15Q: 3 clusters Score -2195160 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2195196.500000 Penalty: 4875.253906
	Iteration 16Q: 3 clusters Score -2195196 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2195236.750000 Penalty: 4875.253906
	Iteration 17Q: 3 clusters Score -2195237 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2195260.500000 Penalty: 4875.253906
	Iteration 18Q: 3 clusters Score -2195260 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2195283.250000 Penalty: 4875.253906
	Iteration 19Q: 3 clusters Score -2195283 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2195303.000000 Penalty: 4875.253906
	Iteration 20F: 3 clusters Score -2195303 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2195327.750000 Penalty: 4875.253906
	Iteration 21Q: 3 clusters Score -2195328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2195342.000000 Penalty: 4875.253906
	Iteration 22Q: 3 clusters Score -2195342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2195359.500000 Penalty: 4875.253906
	Iteration 23Q: 3 clusters Score -2195360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2195387.000000 Penalty: 4875.253906
	Iteration 24Q: 3 clusters Score -2195387 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2195409.000000 Penalty: 4875.253906
	Iteration 25Q: 3 clusters Score -2195409 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2195441.750000 Penalty: 4875.253906
	Iteration 26Q: 3 clusters Score -2195442 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2195459.500000 Penalty: 4875.253906
	Iteration 27Q: 3 clusters Score -2195460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2195479.250000 Penalty: 4875.253906
	Iteration 28Q: 3 clusters Score -2195479 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2195492.000000 Penalty: 4875.253906
	Iteration 29Q: 3 clusters Score -2195492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2195507.750000 Penalty: 4875.253906
	Iteration 30Q: 3 clusters Score -2195508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2195527.500000 Penalty: 4875.253906
	Iteration 31Q: 3 clusters Score -2195528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2195546.000000 Penalty: 4875.253906
	Iteration 32Q: 3 clusters Score -2195546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2195557.250000 Penalty: 4875.253906
	Iteration 33Q: 3 clusters Score -2195557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2195570.250000 Penalty: 4875.253906
	Iteration 34Q: 3 clusters Score -2195570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2195584.000000 Penalty: 4875.253906
	Iteration 35Q: 3 clusters Score -2195584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2195606.750000 Penalty: 4875.253906
	Iteration 36Q: 3 clusters Score -2195607 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2195618.750000 Penalty: 4875.253906
	Iteration 37Q: 3 clusters Score -2195619 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2195641.000000 Penalty: 4875.253906
	Iteration 38Q: 3 clusters Score -2195641 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2195657.000000 Penalty: 4875.253906
	Iteration 39Q: 3 clusters Score -2195657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2195673.500000 Penalty: 4875.253906
	Iteration 40F: 3 clusters Score -2195674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2195696.000000 Penalty: 4875.253906
	Iteration 41Q: 3 clusters Score -2195696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2195709.000000 Penalty: 4875.253906
	Iteration 42Q: 3 clusters Score -2195709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2195719.250000 Penalty: 4875.253906
	Iteration 43Q: 3 clusters Score -2195719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2195728.250000 Penalty: 4875.253906
	Iteration 44Q: 3 clusters Score -2195728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2195742.000000 Penalty: 4875.253906
	Iteration 45Q: 3 clusters Score -2195742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2195751.750000 Penalty: 4875.253906
	Iteration 46Q: 3 clusters Score -2195752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2195755.250000 Penalty: 4875.253906
	Iteration 47Q: 3 clusters Score -2195755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2195763.500000 Penalty: 4875.253906
	Iteration 48Q: 3 clusters Score -2195764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2195776.250000 Penalty: 4875.253906
	Iteration 49Q: 3 clusters Score -2195776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2195779.500000 Penalty: 4875.253906
	Iteration 50Q: 3 clusters Score -2195780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2195782.000000 Penalty: 4875.253906
	Iteration 51Q: 3 clusters Score -2195782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2195786.750000 Penalty: 4875.253906
	Iteration 52Q: 3 clusters Score -2195787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2195792.750000 Penalty: 4875.253906
	Iteration 53Q: 3 clusters Score -2195793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2195795.250000 Penalty: 4875.253906
	Iteration 54Q: 3 clusters Score -2195795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2195800.250000 Penalty: 4875.253906
	Iteration 55Q: 3 clusters Score -2195800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2195805.000000 Penalty: 4875.253906
	Iteration 56Q: 3 clusters Score -2195805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2195809.750000 Penalty: 4875.253906
	Iteration 57Q: 3 clusters Score -2195810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2195813.500000 Penalty: 4875.253906
	Iteration 58Q: 3 clusters Score -2195814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2195815.750000 Penalty: 4875.253906
	Iteration 59Q: 3 clusters Score -2195816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2195819.250000 Penalty: 4875.253906
	Iteration 60F: 3 clusters Score -2195819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2195818.000000 Penalty: 4875.253906
	Iteration 61Q: 3 clusters Score -2195818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2195822.750000 Penalty: 4875.253906
	Iteration 62Q: 3 clusters Score -2195823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2195822.500000 Penalty: 4875.253906
	Iteration 63Q: 3 clusters Score -2195822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2195827.250000 Penalty: 4875.253906
	Iteration 64Q: 3 clusters Score -2195827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2195827.750000 Penalty: 4875.253906
	Iteration 65Q: 3 clusters Score -2195828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2195828.000000 Penalty: 4875.253906
	Iteration 66Q: 3 clusters Score -2195828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2195829.500000 Penalty: 4875.253906
	Iteration 67Q: 3 clusters Score -2195830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2195828.500000 Penalty: 4875.253906
	Iteration 68Q: 3 clusters Score -2195828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2195827.750000 Penalty: 4875.253906
	Iteration 69Q: 3 clusters Score -2195828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2195827.750000 Penalty: 4875.253906
	Iteration 70F: 3 clusters Score -2195828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -79340.476562 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -79340.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77610.890625 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -77610.89 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77823.757812 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -77823.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77874.429688 Penalty: 3270.829102
	Iteration 2Q: 3 clusters Score -77874.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77901.382812 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -77901.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77912.601562 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -77912.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77918.242188 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -77918.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77920.906250 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -77920.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77924.093750 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -77924.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77931.695312 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -77931.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77935.390625 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -77935.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77942.859375 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -77942.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77955.015625 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -77955.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77970.890625 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -77970.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77978.804688 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -77978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77986.718750 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -77986.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77990.570312 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -77990.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77993.085938 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -77993.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77993.085938 Penalty: 3270.829102
	Iteration 17F: 3 clusters Score -77993.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -130728.265625 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -130728.3 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 610 members 
Entering Unmasked Estep 
Score: -128828.546875 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -128828.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -129379.226562 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -129379.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -129632.539062 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -129632.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -129833.281250 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -129833.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -130004.914062 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -130004.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -130114.320312 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -130114.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -130175.859375 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -130175.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -130198.625000 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -130198.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -130220.742188 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -130220.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -130228.539062 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -130228.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -130234.203125 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -130234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -130238.070312 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -130238.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -130240.312500 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -130240.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -130244.820312 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -130244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -130256.187500 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -130256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -130263.070312 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -130263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -130265.882812 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -130265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -130266.453125 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -130266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -130269.765625 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -130269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -130270.695312 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -130270.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -130313.085938 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -130313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -130352.234375 Penalty: 3543.234375
	Iteration 21Q: 3 clusters Score -130352.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -130365.929688 Penalty: 3543.234375
	Iteration 22Q: 3 clusters Score -130365.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -130379.625000 Penalty: 3543.234375
	Iteration 23Q: 3 clusters Score -130379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -130383.523438 Penalty: 3543.234375
	Iteration 24Q: 3 clusters Score -130383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -130384.757812 Penalty: 3543.234375
	Iteration 25Q: 3 clusters Score -130384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -130385.718750 Penalty: 3543.234375
	Iteration 26Q: 3 clusters Score -130385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -130387.867188 Penalty: 3543.234375
	Iteration 27Q: 3 clusters Score -130387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -130392.507812 Penalty: 3543.234375
	Iteration 28Q: 3 clusters Score -130392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -130393.453125 Penalty: 3543.234375
	Iteration 29Q: 3 clusters Score -130393.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -130394.320312 Penalty: 3543.234375
	Iteration 30Q: 3 clusters Score -130394.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -130394.320312 Penalty: 3543.234375
	Iteration 31F: 3 clusters Score -130394.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -977001.625000 Penalty: 2235.884521
	Iteration 0F: 2 clusters Score -977001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -970476.437500 Penalty: 4471.769043
	Iteration 0F: 3 clusters Score -970476.4 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -972299.875000 Penalty: 4471.769043
	Iteration 1F: 3 clusters Score -972299.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -972547.187500 Penalty: 4471.769043
	Iteration 2F: 3 clusters Score -972547.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -972710.625000 Penalty: 4471.769043
	Iteration 3Q: 3 clusters Score -972710.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -972835.125000 Penalty: 4471.769043
	Iteration 4Q: 3 clusters Score -972835.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -972925.312500 Penalty: 4471.769043
	Iteration 5Q: 3 clusters Score -972925.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -973000.812500 Penalty: 4471.769043
	Iteration 6Q: 3 clusters Score -973000.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -973073.062500 Penalty: 4471.769043
	Iteration 7Q: 3 clusters Score -973073.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -973134.250000 Penalty: 4471.769043
	Iteration 8Q: 3 clusters Score -973134.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -973191.625000 Penalty: 4471.769043
	Iteration 9Q: 3 clusters Score -973191.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -973259.437500 Penalty: 4471.769043
	Iteration 10Q: 3 clusters Score -973259.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -973327.937500 Penalty: 4471.769043
	Iteration 11Q: 3 clusters Score -973327.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -973417.937500 Penalty: 4471.769043
	Iteration 12Q: 3 clusters Score -973417.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -973514.437500 Penalty: 4471.769043
	Iteration 13Q: 3 clusters Score -973514.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -973590.000000 Penalty: 4471.769043
	Iteration 14Q: 3 clusters Score -973590 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -973683.562500 Penalty: 4471.769043
	Iteration 15Q: 3 clusters Score -973683.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -973772.687500 Penalty: 4471.769043
	Iteration 16Q: 3 clusters Score -973772.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -973873.062500 Penalty: 4471.769043
	Iteration 17Q: 3 clusters Score -973873.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -973947.937500 Penalty: 4471.769043
	Iteration 18Q: 3 clusters Score -973947.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -974020.687500 Penalty: 4471.769043
	Iteration 19Q: 3 clusters Score -974020.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -974091.312500 Penalty: 4471.769043
	Iteration 20F: 3 clusters Score -974091.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -974144.687500 Penalty: 4471.769043
	Iteration 21Q: 3 clusters Score -974144.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -974191.562500 Penalty: 4471.769043
	Iteration 22Q: 3 clusters Score -974191.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -974230.125000 Penalty: 4471.769043
	Iteration 23Q: 3 clusters Score -974230.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -974265.062500 Penalty: 4471.769043
	Iteration 24Q: 3 clusters Score -974265.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -974296.500000 Penalty: 4471.769043
	Iteration 25Q: 3 clusters Score -974296.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -974329.125000 Penalty: 4471.769043
	Iteration 26Q: 3 clusters Score -974329.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -974357.312500 Penalty: 4471.769043
	Iteration 27Q: 3 clusters Score -974357.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -974385.687500 Penalty: 4471.769043
	Iteration 28Q: 3 clusters Score -974385.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -974410.000000 Penalty: 4471.769043
	Iteration 29Q: 3 clusters Score -974410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -974422.562500 Penalty: 4471.769043
	Iteration 30Q: 3 clusters Score -974422.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -974436.625000 Penalty: 4471.769043
	Iteration 31Q: 3 clusters Score -974436.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -974451.312500 Penalty: 4471.769043
	Iteration 32Q: 3 clusters Score -974451.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -974468.750000 Penalty: 4471.769043
	Iteration 33Q: 3 clusters Score -974468.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -974488.750000 Penalty: 4471.769043
	Iteration 34Q: 3 clusters Score -974488.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -974513.125000 Penalty: 4471.769043
	Iteration 35Q: 3 clusters Score -974513.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -974537.937500 Penalty: 4471.769043
	Iteration 36Q: 3 clusters Score -974537.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -974561.187500 Penalty: 4471.769043
	Iteration 37Q: 3 clusters Score -974561.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -974576.500000 Penalty: 4471.769043
	Iteration 38Q: 3 clusters Score -974576.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -974593.187500 Penalty: 4471.769043
	Iteration 39Q: 3 clusters Score -974593.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -974610.000000 Penalty: 4471.769043
	Iteration 40F: 3 clusters Score -974610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -974633.312500 Penalty: 4471.769043
	Iteration 41Q: 3 clusters Score -974633.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -974655.375000 Penalty: 4471.769043
	Iteration 42Q: 3 clusters Score -974655.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -974675.562500 Penalty: 4471.769043
	Iteration 43Q: 3 clusters Score -974675.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -974691.125000 Penalty: 4471.769043
	Iteration 44Q: 3 clusters Score -974691.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -974712.875000 Penalty: 4471.769043
	Iteration 45Q: 3 clusters Score -974712.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -974728.375000 Penalty: 4471.769043
	Iteration 46Q: 3 clusters Score -974728.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -974740.687500 Penalty: 4471.769043
	Iteration 47Q: 3 clusters Score -974740.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -974755.062500 Penalty: 4471.769043
	Iteration 48Q: 3 clusters Score -974755.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -974760.500000 Penalty: 4471.769043
	Iteration 49Q: 3 clusters Score -974760.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -974765.750000 Penalty: 4471.769043
	Iteration 50Q: 3 clusters Score -974765.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -974768.250000 Penalty: 4471.769043
	Iteration 51Q: 3 clusters Score -974768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -974770.750000 Penalty: 4471.769043
	Iteration 52Q: 3 clusters Score -974770.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -974770.437500 Penalty: 4471.769043
	Iteration 53Q: 3 clusters Score -974770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -974773.937500 Penalty: 4471.769043
	Iteration 54Q: 3 clusters Score -974773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -974772.687500 Penalty: 4471.769043
	Iteration 55Q: 3 clusters Score -974772.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -974774.125000 Penalty: 4471.769043
	Iteration 56Q: 3 clusters Score -974774.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -974774.625000 Penalty: 4471.769043
	Iteration 57Q: 3 clusters Score -974774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -974775.500000 Penalty: 4471.769043
	Iteration 58Q: 3 clusters Score -974775.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -974777.187500 Penalty: 4471.769043
	Iteration 59Q: 3 clusters Score -974777.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -974782.000000 Penalty: 4471.769043
	Iteration 60F: 3 clusters Score -974782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -974784.375000 Penalty: 4471.769043
	Iteration 61Q: 3 clusters Score -974784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -974785.187500 Penalty: 4471.769043
	Iteration 62Q: 3 clusters Score -974785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -974787.937500 Penalty: 4471.769043
	Iteration 63Q: 3 clusters Score -974787.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -974790.937500 Penalty: 4471.769043
	Iteration 64Q: 3 clusters Score -974790.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -974795.125000 Penalty: 4471.769043
	Iteration 65Q: 3 clusters Score -974795.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -974795.062500 Penalty: 4471.769043
	Iteration 66Q: 3 clusters Score -974795.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -974797.875000 Penalty: 4471.769043
	Iteration 67Q: 3 clusters Score -974797.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -974796.187500 Penalty: 4471.769043
	Iteration 68Q: 3 clusters Score -974796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -974799.562500 Penalty: 4471.769043
	Iteration 69Q: 3 clusters Score -974799.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -974800.000000 Penalty: 4471.769043
	Iteration 70Q: 3 clusters Score -974800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -974801.562500 Penalty: 4471.769043
	Iteration 71Q: 3 clusters Score -974801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -974804.250000 Penalty: 4471.769043
	Iteration 72Q: 3 clusters Score -974804.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -974809.500000 Penalty: 4471.769043
	Iteration 73Q: 3 clusters Score -974809.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -974815.312500 Penalty: 4471.769043
	Iteration 74Q: 3 clusters Score -974815.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -974817.250000 Penalty: 4471.769043
	Iteration 75Q: 3 clusters Score -974817.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -974824.062500 Penalty: 4471.769043
	Iteration 76Q: 3 clusters Score -974824.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -974828.000000 Penalty: 4471.769043
	Iteration 77Q: 3 clusters Score -974828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -974832.437500 Penalty: 4471.769043
	Iteration 78Q: 3 clusters Score -974832.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -974834.375000 Penalty: 4471.769043
	Iteration 79Q: 3 clusters Score -974834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -974839.562500 Penalty: 4471.769043
	Iteration 80F: 3 clusters Score -974839.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -974843.250000 Penalty: 4471.769043
	Iteration 81Q: 3 clusters Score -974843.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -974846.437500 Penalty: 4471.769043
	Iteration 82Q: 3 clusters Score -974846.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -974852.437500 Penalty: 4471.769043
	Iteration 83Q: 3 clusters Score -974852.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -974853.125000 Penalty: 4471.769043
	Iteration 84Q: 3 clusters Score -974853.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -974858.625000 Penalty: 4471.769043
	Iteration 85Q: 3 clusters Score -974858.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -974860.625000 Penalty: 4471.769043
	Iteration 86Q: 3 clusters Score -974860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -974862.625000 Penalty: 4471.769043
	Iteration 87Q: 3 clusters Score -974862.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -974866.062500 Penalty: 4471.769043
	Iteration 88Q: 3 clusters Score -974866.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -974868.687500 Penalty: 4471.769043
	Iteration 89Q: 3 clusters Score -974868.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -974871.437500 Penalty: 4471.769043
	Iteration 90Q: 3 clusters Score -974871.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -974873.625000 Penalty: 4471.769043
	Iteration 91Q: 3 clusters Score -974873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -974874.875000 Penalty: 4471.769043
	Iteration 92Q: 3 clusters Score -974874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -974875.812500 Penalty: 4471.769043
	Iteration 93Q: 3 clusters Score -974875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -974876.687500 Penalty: 4471.769043
	Iteration 94Q: 3 clusters Score -974876.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -974878.562500 Penalty: 4471.769043
	Iteration 95Q: 3 clusters Score -974878.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -974882.000000 Penalty: 4471.769043
	Iteration 96Q: 3 clusters Score -974882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -974883.062500 Penalty: 4471.769043
	Iteration 97Q: 3 clusters Score -974883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -974883.250000 Penalty: 4471.769043
	Iteration 98Q: 3 clusters Score -974883.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -974886.437500 Penalty: 4471.769043
	Iteration 99Q: 3 clusters Score -974886.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -974890.250000 Penalty: 4471.769043
	Iteration 100F: 3 clusters Score -974890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -974891.437500 Penalty: 4471.769043
	Iteration 101Q: 3 clusters Score -974891.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -974894.812500 Penalty: 4471.769043
	Iteration 102Q: 3 clusters Score -974894.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -974897.687500 Penalty: 4471.769043
	Iteration 103Q: 3 clusters Score -974897.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -974902.875000 Penalty: 4471.769043
	Iteration 104Q: 3 clusters Score -974902.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -974906.875000 Penalty: 4471.769043
	Iteration 105Q: 3 clusters Score -974906.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -974909.937500 Penalty: 4471.769043
	Iteration 106Q: 3 clusters Score -974909.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -974913.000000 Penalty: 4471.769043
	Iteration 107Q: 3 clusters Score -974913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -974915.312500 Penalty: 4471.769043
	Iteration 108Q: 3 clusters Score -974915.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -974919.250000 Penalty: 4471.769043
	Iteration 109Q: 3 clusters Score -974919.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -974922.062500 Penalty: 4471.769043
	Iteration 110Q: 3 clusters Score -974922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -974923.750000 Penalty: 4471.769043
	Iteration 111Q: 3 clusters Score -974923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -974923.000000 Penalty: 4471.769043
	Iteration 112Q: 3 clusters Score -974923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -974924.062500 Penalty: 4471.769043
	Iteration 113Q: 3 clusters Score -974924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -974925.000000 Penalty: 4471.769043
	Iteration 114Q: 3 clusters Score -974925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -974928.125000 Penalty: 4471.769043
	Iteration 115Q: 3 clusters Score -974928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -974929.187500 Penalty: 4471.769043
	Iteration 116Q: 3 clusters Score -974929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -974929.062500 Penalty: 4471.769043
	Iteration 117Q: 3 clusters Score -974929.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -974930.062500 Penalty: 4471.769043
	Iteration 118Q: 3 clusters Score -974930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -974931.937500 Penalty: 4471.769043
	Iteration 119Q: 3 clusters Score -974931.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -974934.000000 Penalty: 4471.769043
	Iteration 120F: 3 clusters Score -974934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -974934.937500 Penalty: 4471.769043
	Iteration 121Q: 3 clusters Score -974934.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -974937.750000 Penalty: 4471.769043
	Iteration 122Q: 3 clusters Score -974937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -974938.937500 Penalty: 4471.769043
	Iteration 123Q: 3 clusters Score -974938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -974938.625000 Penalty: 4471.769043
	Iteration 124Q: 3 clusters Score -974938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -974939.562500 Penalty: 4471.769043
	Iteration 125Q: 3 clusters Score -974939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -974939.562500 Penalty: 4471.769043
	Iteration 126Q: 3 clusters Score -974939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -974940.125000 Penalty: 4471.769043
	Iteration 127Q: 3 clusters Score -974940.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -974940.125000 Penalty: 4471.769043
	Iteration 128F: 3 clusters Score -974940.1 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: -438152.593750 Penalty: 2043.222656
	Iteration 0F: 2 clusters Score -438152.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -434363.187500 Penalty: 4086.445312
	Iteration 0F: 3 clusters Score -434363.2 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -435156.593750 Penalty: 4086.445312
	Iteration 1F: 3 clusters Score -435156.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -435350.187500 Penalty: 4086.445312
	Iteration 2F: 3 clusters Score -435350.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -435453.218750 Penalty: 4086.445312
	Iteration 3Q: 3 clusters Score -435453.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -435533.968750 Penalty: 4086.445312
	Iteration 4Q: 3 clusters Score -435534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -435596.875000 Penalty: 4086.445312
	Iteration 5Q: 3 clusters Score -435596.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -435644.937500 Penalty: 4086.445312
	Iteration 6Q: 3 clusters Score -435644.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -435693.000000 Penalty: 4086.445312
	Iteration 7Q: 3 clusters Score -435693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -435722.718750 Penalty: 4086.445312
	Iteration 8Q: 3 clusters Score -435722.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -435750.750000 Penalty: 4086.445312
	Iteration 9Q: 3 clusters Score -435750.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -435779.375000 Penalty: 4086.445312
	Iteration 10Q: 3 clusters Score -435779.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -435801.125000 Penalty: 4086.445312
	Iteration 11Q: 3 clusters Score -435801.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -435824.562500 Penalty: 4086.445312
	Iteration 12Q: 3 clusters Score -435824.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -435844.562500 Penalty: 4086.445312
	Iteration 13Q: 3 clusters Score -435844.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -435862.562500 Penalty: 4086.445312
	Iteration 14Q: 3 clusters Score -435862.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -435880.531250 Penalty: 4086.445312
	Iteration 15Q: 3 clusters Score -435880.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -435897.250000 Penalty: 4086.445312
	Iteration 16Q: 3 clusters Score -435897.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -435907.718750 Penalty: 4086.445312
	Iteration 17Q: 3 clusters Score -435907.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -435921.156250 Penalty: 4086.445312
	Iteration 18Q: 3 clusters Score -435921.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -435931.875000 Penalty: 4086.445312
	Iteration 19Q: 3 clusters Score -435931.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -435940.343750 Penalty: 4086.445312
	Iteration 20F: 3 clusters Score -435940.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -435947.062500 Penalty: 4086.445312
	Iteration 21Q: 3 clusters Score -435947.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -435952.750000 Penalty: 4086.445312
	Iteration 22Q: 3 clusters Score -435952.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -435957.718750 Penalty: 4086.445312
	Iteration 23Q: 3 clusters Score -435957.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -435963.593750 Penalty: 4086.445312
	Iteration 24Q: 3 clusters Score -435963.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -435972.562500 Penalty: 4086.445312
	Iteration 25Q: 3 clusters Score -435972.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -435979.343750 Penalty: 4086.445312
	Iteration 26Q: 3 clusters Score -435979.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -435992.937500 Penalty: 4086.445312
	Iteration 27Q: 3 clusters Score -435992.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -436002.281250 Penalty: 4086.445312
	Iteration 28Q: 3 clusters Score -436002.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -436014.718750 Penalty: 4086.445312
	Iteration 29Q: 3 clusters Score -436014.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -436027.500000 Penalty: 4086.445312
	Iteration 30Q: 3 clusters Score -436027.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -436040.250000 Penalty: 4086.445312
	Iteration 31Q: 3 clusters Score -436040.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -436053.187500 Penalty: 4086.445312
	Iteration 32Q: 3 clusters Score -436053.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -436065.812500 Penalty: 4086.445312
	Iteration 33Q: 3 clusters Score -436065.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -436077.187500 Penalty: 4086.445312
	Iteration 34Q: 3 clusters Score -436077.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -436089.218750 Penalty: 4086.445312
	Iteration 35Q: 3 clusters Score -436089.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -436100.687500 Penalty: 4086.445312
	Iteration 36Q: 3 clusters Score -436100.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -436107.468750 Penalty: 4086.445312
	Iteration 37Q: 3 clusters Score -436107.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -436115.343750 Penalty: 4086.445312
	Iteration 38Q: 3 clusters Score -436115.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -436124.125000 Penalty: 4086.445312
	Iteration 39Q: 3 clusters Score -436124.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -436132.281250 Penalty: 4086.445312
	Iteration 40F: 3 clusters Score -436132.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -436141.937500 Penalty: 4086.445312
	Iteration 41Q: 3 clusters Score -436141.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -436150.000000 Penalty: 4086.445312
	Iteration 42Q: 3 clusters Score -436150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -436153.531250 Penalty: 4086.445312
	Iteration 43Q: 3 clusters Score -436153.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -436156.906250 Penalty: 4086.445312
	Iteration 44Q: 3 clusters Score -436156.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -436162.156250 Penalty: 4086.445312
	Iteration 45Q: 3 clusters Score -436162.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -436165.000000 Penalty: 4086.445312
	Iteration 46Q: 3 clusters Score -436165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -436166.937500 Penalty: 4086.445312
	Iteration 47Q: 3 clusters Score -436166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -436167.718750 Penalty: 4086.445312
	Iteration 48Q: 3 clusters Score -436167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -436167.468750 Penalty: 4086.445312
	Iteration 49Q: 3 clusters Score -436167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -436168.718750 Penalty: 4086.445312
	Iteration 50Q: 3 clusters Score -436168.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -436170.406250 Penalty: 4086.445312
	Iteration 51Q: 3 clusters Score -436170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -436170.406250 Penalty: 4086.445312
	Iteration 52F: 3 clusters Score -436170.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (160390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160390 members 
Entering Unmasked Estep 
Score: -18632902.000000 Penalty: 2972.370361
	Iteration 0F: 2 clusters Score -1.86329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 80064 members 
Entering Unmasked Estep 
Score: -18526202.000000 Penalty: 5944.740723
	Iteration 0F: 3 clusters Score -1.85262e+07 nChanged 76937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -18572226.000000 Penalty: 5944.740723
	Iteration 1F: 3 clusters Score -1.857223e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -18573992.000000 Penalty: 5944.740723
	Iteration 2Q: 3 clusters Score -1.857399e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 76990 members 
Entering Unmasked Estep 
Score: -18576608.000000 Penalty: 5944.740723
	Iteration 3Q: 3 clusters Score -1.857661e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -18580314.000000 Penalty: 5944.740723
	Iteration 4Q: 3 clusters Score -1.858031e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -18585550.000000 Penalty: 5944.740723
	Iteration 5F: 3 clusters Score -1.858555e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89667 members 
Mstep: Class 2 contains 70723 members 
Entering Unmasked Estep 
Score: -18591630.000000 Penalty: 5944.740723
	Iteration 6F: 3 clusters Score -1.859163e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -18598392.000000 Penalty: 5944.740723
	Iteration 7F: 3 clusters Score -1.859839e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -18604546.000000 Penalty: 5944.740723
	Iteration 8F: 3 clusters Score -1.860455e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -18608000.000000 Penalty: 5944.740723
	Iteration 9Q: 3 clusters Score -1.8608e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -18609458.000000 Penalty: 5944.740723
	Iteration 10Q: 3 clusters Score -1.860946e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95939 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -18610086.000000 Penalty: 5944.740723
	Iteration 11Q: 3 clusters Score -1.861009e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -18610498.000000 Penalty: 5944.740723
	Iteration 12Q: 3 clusters Score -1.86105e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -18610830.000000 Penalty: 5944.740723
	Iteration 13Q: 3 clusters Score -1.861083e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -18611180.000000 Penalty: 5944.740723
	Iteration 14Q: 3 clusters Score -1.861118e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99572 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -18611568.000000 Penalty: 5944.740723
	Iteration 15Q: 3 clusters Score -1.861157e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -18611898.000000 Penalty: 5944.740723
	Iteration 16Q: 3 clusters Score -1.86119e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101704 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -18612304.000000 Penalty: 5944.740723
	Iteration 17Q: 3 clusters Score -1.86123e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102826 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -18612616.000000 Penalty: 5944.740723
	Iteration 18Q: 3 clusters Score -1.861262e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104042 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -18612916.000000 Penalty: 5944.740723
	Iteration 19Q: 3 clusters Score -1.861292e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105341 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -18613338.000000 Penalty: 5944.740723
	Iteration 20F: 3 clusters Score -1.861334e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106765 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -18613676.000000 Penalty: 5944.740723
	Iteration 21Q: 3 clusters Score -1.861368e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108224 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -18614170.000000 Penalty: 5944.740723
	Iteration 22Q: 3 clusters Score -1.861417e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109697 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -18614534.000000 Penalty: 5944.740723
	Iteration 23Q: 3 clusters Score -1.861453e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111186 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -18614808.000000 Penalty: 5944.740723
	Iteration 24Q: 3 clusters Score -1.861481e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112766 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -18615152.000000 Penalty: 5944.740723
	Iteration 25Q: 3 clusters Score -1.861515e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114462 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -18615646.000000 Penalty: 5944.740723
	Iteration 26Q: 3 clusters Score -1.861565e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116171 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -18616138.000000 Penalty: 5944.740723
	Iteration 27Q: 3 clusters Score -1.861614e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117904 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -18616564.000000 Penalty: 5944.740723
	Iteration 28Q: 3 clusters Score -1.861656e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119734 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -18616942.000000 Penalty: 5944.740723
	Iteration 29Q: 3 clusters Score -1.861694e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121639 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -18617406.000000 Penalty: 5944.740723
	Iteration 30Q: 3 clusters Score -1.861741e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123647 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -18617880.000000 Penalty: 5944.740723
	Iteration 31Q: 3 clusters Score -1.861788e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125675 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -18618448.000000 Penalty: 5944.740723
	Iteration 32Q: 3 clusters Score -1.861845e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127859 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -18619020.000000 Penalty: 5944.740723
	Iteration 33Q: 3 clusters Score -1.861902e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130135 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -18619722.000000 Penalty: 5944.740723
	Iteration 34Q: 3 clusters Score -1.861972e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132431 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -18620464.000000 Penalty: 5944.740723
	Iteration 35Q: 3 clusters Score -1.862046e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134739 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -18621302.000000 Penalty: 5944.740723
	Iteration 36Q: 3 clusters Score -1.86213e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137023 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -18622122.000000 Penalty: 5944.740723
	Iteration 37Q: 3 clusters Score -1.862212e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139385 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -18622950.000000 Penalty: 5944.740723
	Iteration 38Q: 3 clusters Score -1.862295e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141675 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -18623896.000000 Penalty: 5944.740723
	Iteration 39Q: 3 clusters Score -1.86239e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143807 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -18624934.000000 Penalty: 5944.740723
	Iteration 40F: 3 clusters Score -1.862493e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145752 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -18625604.000000 Penalty: 5944.740723
	Iteration 41Q: 3 clusters Score -1.86256e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147652 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -18626366.000000 Penalty: 5944.740723
	Iteration 42Q: 3 clusters Score -1.862637e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149312 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -18626970.000000 Penalty: 5944.740723
	Iteration 43Q: 3 clusters Score -1.862697e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -18627596.000000 Penalty: 5944.740723
	Iteration 44Q: 3 clusters Score -1.86276e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151996 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -18628066.000000 Penalty: 5944.740723
	Iteration 45Q: 3 clusters Score -1.862807e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153099 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -18628494.000000 Penalty: 5944.740723
	Iteration 46Q: 3 clusters Score -1.862849e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154000 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -18628856.000000 Penalty: 5944.740723
	Iteration 47Q: 3 clusters Score -1.862886e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -18629140.000000 Penalty: 5944.740723
	Iteration 48Q: 3 clusters Score -1.862914e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155388 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -18629378.000000 Penalty: 5944.740723
	Iteration 49Q: 3 clusters Score -1.862938e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155948 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -18629622.000000 Penalty: 5944.740723
	Iteration 50Q: 3 clusters Score -1.862962e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156374 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -18629710.000000 Penalty: 5944.740723
	Iteration 51Q: 3 clusters Score -1.862971e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156727 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -18629796.000000 Penalty: 5944.740723
	Iteration 52Q: 3 clusters Score -1.86298e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157001 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -18629904.000000 Penalty: 5944.740723
	Iteration 53Q: 3 clusters Score -1.86299e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157245 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -18629974.000000 Penalty: 5944.740723
	Iteration 54Q: 3 clusters Score -1.862997e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157440 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -18630046.000000 Penalty: 5944.740723
	Iteration 55Q: 3 clusters Score -1.863005e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157619 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -18630104.000000 Penalty: 5944.740723
	Iteration 56Q: 3 clusters Score -1.86301e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157781 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -18630172.000000 Penalty: 5944.740723
	Iteration 57Q: 3 clusters Score -1.863017e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157903 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -18630180.000000 Penalty: 5944.740723
	Iteration 58Q: 3 clusters Score -1.863018e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158001 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -18630216.000000 Penalty: 5944.740723
	Iteration 59Q: 3 clusters Score -1.863022e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158092 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -18630280.000000 Penalty: 5944.740723
	Iteration 60F: 3 clusters Score -1.863028e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158176 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -18630286.000000 Penalty: 5944.740723
	Iteration 61Q: 3 clusters Score -1.863029e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158247 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -18630290.000000 Penalty: 5944.740723
	Iteration 62Q: 3 clusters Score -1.863029e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158304 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -18630290.000000 Penalty: 5944.740723
	Iteration 63Q: 3 clusters Score -1.863029e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158365 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -18630324.000000 Penalty: 5944.740723
	Iteration 64Q: 3 clusters Score -1.863032e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158404 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -18630348.000000 Penalty: 5944.740723
	Iteration 65Q: 3 clusters Score -1.863035e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158447 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -18630350.000000 Penalty: 5944.740723
	Iteration 66Q: 3 clusters Score -1.863035e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158481 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -18630388.000000 Penalty: 5944.740723
	Iteration 67Q: 3 clusters Score -1.863039e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158513 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -18630396.000000 Penalty: 5944.740723
	Iteration 68Q: 3 clusters Score -1.86304e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158543 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -18630412.000000 Penalty: 5944.740723
	Iteration 69Q: 3 clusters Score -1.863041e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158574 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -18630404.000000 Penalty: 5944.740723
	Iteration 70Q: 3 clusters Score -1.86304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -18630416.000000 Penalty: 5944.740723
	Iteration 71Q: 3 clusters Score -1.863042e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158643 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -18630450.000000 Penalty: 5944.740723
	Iteration 72Q: 3 clusters Score -1.863045e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158683 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -18630454.000000 Penalty: 5944.740723
	Iteration 73Q: 3 clusters Score -1.863045e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158699 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -18630442.000000 Penalty: 5944.740723
	Iteration 74Q: 3 clusters Score -1.863044e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158722 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -18630468.000000 Penalty: 5944.740723
	Iteration 75Q: 3 clusters Score -1.863047e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158746 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -18630482.000000 Penalty: 5944.740723
	Iteration 76Q: 3 clusters Score -1.863048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158764 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -18630484.000000 Penalty: 5944.740723
	Iteration 77Q: 3 clusters Score -1.863048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158778 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -18630492.000000 Penalty: 5944.740723
	Iteration 78Q: 3 clusters Score -1.863049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158790 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -18630516.000000 Penalty: 5944.740723
	Iteration 79Q: 3 clusters Score -1.863052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158798 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -18630496.000000 Penalty: 5944.740723
	Iteration 80F: 3 clusters Score -1.86305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158808 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -18630498.000000 Penalty: 5944.740723
	Iteration 81Q: 3 clusters Score -1.86305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158816 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -18630490.000000 Penalty: 5944.740723
	Iteration 82Q: 3 clusters Score -1.863049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158824 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -18630486.000000 Penalty: 5944.740723
	Iteration 83Q: 3 clusters Score -1.863049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158830 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -18630494.000000 Penalty: 5944.740723
	Iteration 84Q: 3 clusters Score -1.863049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158840 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -18630500.000000 Penalty: 5944.740723
	Iteration 85Q: 3 clusters Score -1.86305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158853 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -18630506.000000 Penalty: 5944.740723
	Iteration 86Q: 3 clusters Score -1.863051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158867 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -18630502.000000 Penalty: 5944.740723
	Iteration 87Q: 3 clusters Score -1.86305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158877 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -18630508.000000 Penalty: 5944.740723
	Iteration 88Q: 3 clusters Score -1.863051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158892 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -18630508.000000 Penalty: 5944.740723
	Iteration 89Q: 3 clusters Score -1.863051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158904 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -18630506.000000 Penalty: 5944.740723
	Iteration 90Q: 3 clusters Score -1.863051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158917 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -18630516.000000 Penalty: 5944.740723
	Iteration 91Q: 3 clusters Score -1.863052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158930 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -18630504.000000 Penalty: 5944.740723
	Iteration 92Q: 3 clusters Score -1.86305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158930 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -18630508.000000 Penalty: 5944.740723
	Iteration 93Q: 3 clusters Score -1.863051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158936 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -18630512.000000 Penalty: 5944.740723
	Iteration 94Q: 3 clusters Score -1.863051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158938 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -18630512.000000 Penalty: 5944.740723
	Iteration 95Q: 3 clusters Score -1.863051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158943 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -18630518.000000 Penalty: 5944.740723
	Iteration 96Q: 3 clusters Score -1.863052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158949 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -18630508.000000 Penalty: 5944.740723
	Iteration 97Q: 3 clusters Score -1.863051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158950 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -18630502.000000 Penalty: 5944.740723
	Iteration 98Q: 3 clusters Score -1.86305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158953 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -18630504.000000 Penalty: 5944.740723
	Iteration 99Q: 3 clusters Score -1.86305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158959 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -18630510.000000 Penalty: 5944.740723
	Iteration 100F: 3 clusters Score -1.863051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158965 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -18630524.000000 Penalty: 5944.740723
	Iteration 101Q: 3 clusters Score -1.863052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -18630526.000000 Penalty: 5944.740723
	Iteration 102Q: 3 clusters Score -1.863053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158979 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -18630536.000000 Penalty: 5944.740723
	Iteration 103Q: 3 clusters Score -1.863054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158989 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -18630526.000000 Penalty: 5944.740723
	Iteration 104Q: 3 clusters Score -1.863053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158997 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -18630534.000000 Penalty: 5944.740723
	Iteration 105Q: 3 clusters Score -1.863053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159007 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -18630554.000000 Penalty: 5944.740723
	Iteration 106Q: 3 clusters Score -1.863055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159017 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -18630562.000000 Penalty: 5944.740723
	Iteration 107Q: 3 clusters Score -1.863056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159022 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -18630562.000000 Penalty: 5944.740723
	Iteration 108Q: 3 clusters Score -1.863056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159026 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -18630566.000000 Penalty: 5944.740723
	Iteration 109Q: 3 clusters Score -1.863057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159028 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -18630552.000000 Penalty: 5944.740723
	Iteration 110Q: 3 clusters Score -1.863055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159029 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -18630558.000000 Penalty: 5944.740723
	Iteration 111Q: 3 clusters Score -1.863056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159030 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -18630564.000000 Penalty: 5944.740723
	Iteration 112Q: 3 clusters Score -1.863056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159033 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -18630570.000000 Penalty: 5944.740723
	Iteration 113Q: 3 clusters Score -1.863057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159038 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -18630570.000000 Penalty: 5944.740723
	Iteration 114Q: 3 clusters Score -1.863057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159041 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -18630572.000000 Penalty: 5944.740723
	Iteration 115Q: 3 clusters Score -1.863057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159045 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -18630582.000000 Penalty: 5944.740723
	Iteration 116Q: 3 clusters Score -1.863058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159048 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -18630592.000000 Penalty: 5944.740723
	Iteration 117Q: 3 clusters Score -1.863059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159050 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -18630586.000000 Penalty: 5944.740723
	Iteration 118Q: 3 clusters Score -1.863059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159053 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -18630582.000000 Penalty: 5944.740723
	Iteration 119Q: 3 clusters Score -1.863058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159056 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -18630590.000000 Penalty: 5944.740723
	Iteration 120F: 3 clusters Score -1.863059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159057 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -18630590.000000 Penalty: 5944.740723
	Iteration 121Q: 3 clusters Score -1.863059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159057 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -18630588.000000 Penalty: 5944.740723
	Iteration 122Q: 3 clusters Score -1.863059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159058 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -18630588.000000 Penalty: 5944.740723
	Iteration 123Q: 3 clusters Score -1.863059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159061 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -18630580.000000 Penalty: 5944.740723
	Iteration 124Q: 3 clusters Score -1.863058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159064 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -18630568.000000 Penalty: 5944.740723
	Iteration 125Q: 3 clusters Score -1.863057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159067 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -18630576.000000 Penalty: 5944.740723
	Iteration 126Q: 3 clusters Score -1.863058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159066 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -18630590.000000 Penalty: 5944.740723
	Iteration 127Q: 3 clusters Score -1.863059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159068 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -18630600.000000 Penalty: 5944.740723
	Iteration 128Q: 3 clusters Score -1.86306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159068 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -18630590.000000 Penalty: 5944.740723
	Iteration 129Q: 3 clusters Score -1.863059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159067 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -18630598.000000 Penalty: 5944.740723
	Iteration 130Q: 3 clusters Score -1.86306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159066 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -18630600.000000 Penalty: 5944.740723
	Iteration 131Q: 3 clusters Score -1.86306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159067 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -18630588.000000 Penalty: 5944.740723
	Iteration 132Q: 3 clusters Score -1.863059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159067 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -18630594.000000 Penalty: 5944.740723
	Iteration 133Q: 3 clusters Score -1.863059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159067 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -18630594.000000 Penalty: 5944.740723
	Iteration 134F: 3 clusters Score -1.863059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Entering Unmasked Estep 
Score: -4272469.000000 Penalty: 2614.001465
	Iteration 0F: 2 clusters Score -4272469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4246667.500000 Penalty: 5228.002930
	Iteration 0F: 3 clusters Score -4246668 nChanged 17366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4256332.500000 Penalty: 5228.002930
	Iteration 1F: 3 clusters Score -4256332 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -4257028.500000 Penalty: 5228.002930
	Iteration 2Q: 3 clusters Score -4257028 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4258110.500000 Penalty: 5228.002930
	Iteration 3Q: 3 clusters Score -4258110 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -4259664.500000 Penalty: 5228.002930
	Iteration 4F: 3 clusters Score -4259664 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4261572.500000 Penalty: 5228.002930
	Iteration 5F: 3 clusters Score -4261572 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -4263704.000000 Penalty: 5228.002930
	Iteration 6F: 3 clusters Score -4263704 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -4265673.000000 Penalty: 5228.002930
	Iteration 7F: 3 clusters Score -4265673 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -4267139.500000 Penalty: 5228.002930
	Iteration 8F: 3 clusters Score -4267140 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -4267996.500000 Penalty: 5228.002930
	Iteration 9F: 3 clusters Score -4267996 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4268443.500000 Penalty: 5228.002930
	Iteration 10Q: 3 clusters Score -4268444 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -4268651.500000 Penalty: 5228.002930
	Iteration 11Q: 3 clusters Score -4268652 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -4268739.500000 Penalty: 5228.002930
	Iteration 12Q: 3 clusters Score -4268740 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -4268798.000000 Penalty: 5228.002930
	Iteration 13Q: 3 clusters Score -4268798 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4268804.500000 Penalty: 5228.002930
	Iteration 14Q: 3 clusters Score -4268804 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -4268803.500000 Penalty: 5228.002930
	Iteration 15Q: 3 clusters Score -4268804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -4268827.500000 Penalty: 5228.002930
	Iteration 16Q: 3 clusters Score -4268828 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -4268829.500000 Penalty: 5228.002930
	Iteration 17Q: 3 clusters Score -4268830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -4268841.000000 Penalty: 5228.002930
	Iteration 18Q: 3 clusters Score -4268841 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -4268862.500000 Penalty: 5228.002930
	Iteration 19Q: 3 clusters Score -4268862 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -4268872.000000 Penalty: 5228.002930
	Iteration 20F: 3 clusters Score -4268872 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -4268874.500000 Penalty: 5228.002930
	Iteration 21Q: 3 clusters Score -4268874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -4268871.000000 Penalty: 5228.002930
	Iteration 22Q: 3 clusters Score -4268871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -4268870.000000 Penalty: 5228.002930
	Iteration 23Q: 3 clusters Score -4268870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -4268874.500000 Penalty: 5228.002930
	Iteration 24Q: 3 clusters Score -4268874 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -4268883.000000 Penalty: 5228.002930
	Iteration 25Q: 3 clusters Score -4268883 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -4268897.000000 Penalty: 5228.002930
	Iteration 26Q: 3 clusters Score -4268897 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -4268893.000000 Penalty: 5228.002930
	Iteration 27Q: 3 clusters Score -4268893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -4268903.500000 Penalty: 5228.002930
	Iteration 28Q: 3 clusters Score -4268904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -4268914.500000 Penalty: 5228.002930
	Iteration 29Q: 3 clusters Score -4268914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -4268927.500000 Penalty: 5228.002930
	Iteration 30Q: 3 clusters Score -4268928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -4268914.000000 Penalty: 5228.002930
	Iteration 31Q: 3 clusters Score -4268914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -4268921.500000 Penalty: 5228.002930
	Iteration 32Q: 3 clusters Score -4268922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -4268917.000000 Penalty: 5228.002930
	Iteration 33Q: 3 clusters Score -4268917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -4268916.500000 Penalty: 5228.002930
	Iteration 34Q: 3 clusters Score -4268916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -4268914.000000 Penalty: 5228.002930
	Iteration 35Q: 3 clusters Score -4268914 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -4268921.500000 Penalty: 5228.002930
	Iteration 36Q: 3 clusters Score -4268922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -4268944.000000 Penalty: 5228.002930
	Iteration 37Q: 3 clusters Score -4268944 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -4268944.500000 Penalty: 5228.002930
	Iteration 38Q: 3 clusters Score -4268944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -4268957.000000 Penalty: 5228.002930
	Iteration 39Q: 3 clusters Score -4268957 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4268970.000000 Penalty: 5228.002930
	Iteration 40F: 3 clusters Score -4268970 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -4268960.500000 Penalty: 5228.002930
	Iteration 41Q: 3 clusters Score -4268960 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -4268971.500000 Penalty: 5228.002930
	Iteration 42Q: 3 clusters Score -4268972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -4268977.500000 Penalty: 5228.002930
	Iteration 43Q: 3 clusters Score -4268978 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -4268967.000000 Penalty: 5228.002930
	Iteration 44Q: 3 clusters Score -4268967 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -4268973.500000 Penalty: 5228.002930
	Iteration 45Q: 3 clusters Score -4268974 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -4268985.500000 Penalty: 5228.002930
	Iteration 46Q: 3 clusters Score -4268986 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -4268990.500000 Penalty: 5228.002930
	Iteration 47Q: 3 clusters Score -4268990 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -4269004.500000 Penalty: 5228.002930
	Iteration 48Q: 3 clusters Score -4269004 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -4269013.500000 Penalty: 5228.002930
	Iteration 49Q: 3 clusters Score -4269014 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -4269039.500000 Penalty: 5228.002930
	Iteration 50Q: 3 clusters Score -4269040 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -4269047.000000 Penalty: 5228.002930
	Iteration 51Q: 3 clusters Score -4269047 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -4269063.500000 Penalty: 5228.002930
	Iteration 52Q: 3 clusters Score -4269064 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -4269079.500000 Penalty: 5228.002930
	Iteration 53Q: 3 clusters Score -4269080 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -4269098.500000 Penalty: 5228.002930
	Iteration 54Q: 3 clusters Score -4269098 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -4269117.500000 Penalty: 5228.002930
	Iteration 55Q: 3 clusters Score -4269118 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4269128.500000 Penalty: 5228.002930
	Iteration 56Q: 3 clusters Score -4269128 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4269145.000000 Penalty: 5228.002930
	Iteration 57Q: 3 clusters Score -4269145 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -4269151.000000 Penalty: 5228.002930
	Iteration 58Q: 3 clusters Score -4269151 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -4269166.500000 Penalty: 5228.002930
	Iteration 59Q: 3 clusters Score -4269166 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -4269184.500000 Penalty: 5228.002930
	Iteration 60F: 3 clusters Score -4269184 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -4269201.000000 Penalty: 5228.002930
	Iteration 61Q: 3 clusters Score -4269201 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -4269231.500000 Penalty: 5228.002930
	Iteration 62Q: 3 clusters Score -4269232 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -4269247.000000 Penalty: 5228.002930
	Iteration 63Q: 3 clusters Score -4269247 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -4269264.000000 Penalty: 5228.002930
	Iteration 64Q: 3 clusters Score -4269264 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -4269285.000000 Penalty: 5228.002930
	Iteration 65Q: 3 clusters Score -4269285 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -4269309.500000 Penalty: 5228.002930
	Iteration 66Q: 3 clusters Score -4269310 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4269347.500000 Penalty: 5228.002930
	Iteration 67Q: 3 clusters Score -4269348 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -4269365.500000 Penalty: 5228.002930
	Iteration 68Q: 3 clusters Score -4269366 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -4269384.500000 Penalty: 5228.002930
	Iteration 69Q: 3 clusters Score -4269384 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -4269409.000000 Penalty: 5228.002930
	Iteration 70Q: 3 clusters Score -4269409 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -4269441.000000 Penalty: 5228.002930
	Iteration 71Q: 3 clusters Score -4269441 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -4269476.500000 Penalty: 5228.002930
	Iteration 72Q: 3 clusters Score -4269476 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -4269518.500000 Penalty: 5228.002930
	Iteration 73Q: 3 clusters Score -4269518 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -4269556.000000 Penalty: 5228.002930
	Iteration 74Q: 3 clusters Score -4269556 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -4269587.000000 Penalty: 5228.002930
	Iteration 75Q: 3 clusters Score -4269587 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4269628.000000 Penalty: 5228.002930
	Iteration 76Q: 3 clusters Score -4269628 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4269673.000000 Penalty: 5228.002930
	Iteration 77Q: 3 clusters Score -4269673 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4269714.500000 Penalty: 5228.002930
	Iteration 78Q: 3 clusters Score -4269714 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4269756.000000 Penalty: 5228.002930
	Iteration 79Q: 3 clusters Score -4269756 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -4269829.000000 Penalty: 5228.002930
	Iteration 80F: 3 clusters Score -4269829 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4269860.500000 Penalty: 5228.002930
	Iteration 81Q: 3 clusters Score -4269860 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -4269936.500000 Penalty: 5228.002930
	Iteration 82Q: 3 clusters Score -4269936 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -4269996.500000 Penalty: 5228.002930
	Iteration 83Q: 3 clusters Score -4269996 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -4270082.000000 Penalty: 5228.002930
	Iteration 84Q: 3 clusters Score -4270082 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4270176.500000 Penalty: 5228.002930
	Iteration 85Q: 3 clusters Score -4270176 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -4270280.000000 Penalty: 5228.002930
	Iteration 86Q: 3 clusters Score -4270280 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -4270397.500000 Penalty: 5228.002930
	Iteration 87Q: 3 clusters Score -4270398 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -4270545.500000 Penalty: 5228.002930
	Iteration 88Q: 3 clusters Score -4270546 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -4270757.500000 Penalty: 5228.002930
	Iteration 89Q: 3 clusters Score -4270758 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4271012.500000 Penalty: 5228.002930
	Iteration 90Q: 3 clusters Score -4271012 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4271398.000000 Penalty: 5228.002930
	Iteration 91Q: 3 clusters Score -4271398 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -4271840.500000 Penalty: 5228.002930
	Iteration 92Q: 3 clusters Score -4271840 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4272121.500000 Penalty: 5228.002930
	Iteration 93Q: 3 clusters Score -4272122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4272149.500000 Penalty: 5228.002930
	Iteration 94Q: 3 clusters Score -4272150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4272171.000000 Penalty: 5228.002930
	Iteration 95Q: 3 clusters Score -4272171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4272187.500000 Penalty: 5228.002930
	Iteration 96Q: 3 clusters Score -4272188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4272192.500000 Penalty: 5228.002930
	Iteration 97Q: 3 clusters Score -4272192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4272200.000000 Penalty: 5228.002930
	Iteration 98Q: 3 clusters Score -4272200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4272203.000000 Penalty: 5228.002930
	Iteration 99Q: 3 clusters Score -4272203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4272198.000000 Penalty: 5228.002930
	Iteration 100F: 3 clusters Score -4272198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4272198.000000 Penalty: 5228.002930
	Iteration 101Q: 3 clusters Score -4272198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4272198.000000 Penalty: 5228.002930
	Iteration 102F: 3 clusters Score -4272198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (121079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121079 members 
Entering Unmasked Estep 
Score: -14216046.000000 Penalty: 2902.641357
	Iteration 0F: 2 clusters Score -1.421605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -14135067.000000 Penalty: 5805.282715
	Iteration 0F: 3 clusters Score -1.413507e+07 nChanged 57737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -14168591.000000 Penalty: 5805.282715
	Iteration 1F: 3 clusters Score -1.416859e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -14169780.000000 Penalty: 5805.282715
	Iteration 2Q: 3 clusters Score -1.416978e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -14171529.000000 Penalty: 5805.282715
	Iteration 3Q: 3 clusters Score -1.417153e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -14173932.000000 Penalty: 5805.282715
	Iteration 4Q: 3 clusters Score -1.417393e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -14177789.000000 Penalty: 5805.282715
	Iteration 5F: 3 clusters Score -1.417779e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 77635 members 
Entering Unmasked Estep 
Score: -14183444.000000 Penalty: 5805.282715
	Iteration 6F: 3 clusters Score -1.418344e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 83928 members 
Entering Unmasked Estep 
Score: -14191141.000000 Penalty: 5805.282715
	Iteration 7F: 3 clusters Score -1.419114e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -14198543.000000 Penalty: 5805.282715
	Iteration 8F: 3 clusters Score -1.419854e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -14202823.000000 Penalty: 5805.282715
	Iteration 9Q: 3 clusters Score -1.420282e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 94714 members 
Entering Unmasked Estep 
Score: -14204722.000000 Penalty: 5805.282715
	Iteration 10Q: 3 clusters Score -1.420472e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 96635 members 
Entering Unmasked Estep 
Score: -14205672.000000 Penalty: 5805.282715
	Iteration 11Q: 3 clusters Score -1.420567e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 98414 members 
Entering Unmasked Estep 
Score: -14206480.000000 Penalty: 5805.282715
	Iteration 12Q: 3 clusters Score -1.420648e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -14207092.000000 Penalty: 5805.282715
	Iteration 13Q: 3 clusters Score -1.420709e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 101781 members 
Entering Unmasked Estep 
Score: -14207729.000000 Penalty: 5805.282715
	Iteration 14Q: 3 clusters Score -1.420773e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 103311 members 
Entering Unmasked Estep 
Score: -14208348.000000 Penalty: 5805.282715
	Iteration 15Q: 3 clusters Score -1.420835e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 104667 members 
Entering Unmasked Estep 
Score: -14208842.000000 Penalty: 5805.282715
	Iteration 16Q: 3 clusters Score -1.420884e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 105943 members 
Entering Unmasked Estep 
Score: -14209307.000000 Penalty: 5805.282715
	Iteration 17Q: 3 clusters Score -1.420931e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 107169 members 
Entering Unmasked Estep 
Score: -14209799.000000 Penalty: 5805.282715
	Iteration 18Q: 3 clusters Score -1.42098e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 108308 members 
Entering Unmasked Estep 
Score: -14210278.000000 Penalty: 5805.282715
	Iteration 19Q: 3 clusters Score -1.421028e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 109400 members 
Entering Unmasked Estep 
Score: -14210643.000000 Penalty: 5805.282715
	Iteration 20F: 3 clusters Score -1.421064e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -14210963.000000 Penalty: 5805.282715
	Iteration 21Q: 3 clusters Score -1.421096e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 111452 members 
Entering Unmasked Estep 
Score: -14211261.000000 Penalty: 5805.282715
	Iteration 22Q: 3 clusters Score -1.421126e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 112341 members 
Entering Unmasked Estep 
Score: -14211512.000000 Penalty: 5805.282715
	Iteration 23Q: 3 clusters Score -1.421151e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 113160 members 
Entering Unmasked Estep 
Score: -14211742.000000 Penalty: 5805.282715
	Iteration 24Q: 3 clusters Score -1.421174e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -14211999.000000 Penalty: 5805.282715
	Iteration 25Q: 3 clusters Score -1.4212e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 114616 members 
Entering Unmasked Estep 
Score: -14212223.000000 Penalty: 5805.282715
	Iteration 26Q: 3 clusters Score -1.421222e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 115229 members 
Entering Unmasked Estep 
Score: -14212381.000000 Penalty: 5805.282715
	Iteration 27Q: 3 clusters Score -1.421238e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 115766 members 
Entering Unmasked Estep 
Score: -14212487.000000 Penalty: 5805.282715
	Iteration 28Q: 3 clusters Score -1.421249e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 116225 members 
Entering Unmasked Estep 
Score: -14212688.000000 Penalty: 5805.282715
	Iteration 29Q: 3 clusters Score -1.421269e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 116617 members 
Entering Unmasked Estep 
Score: -14212825.000000 Penalty: 5805.282715
	Iteration 30Q: 3 clusters Score -1.421282e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 116965 members 
Entering Unmasked Estep 
Score: -14212924.000000 Penalty: 5805.282715
	Iteration 31Q: 3 clusters Score -1.421292e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 117266 members 
Entering Unmasked Estep 
Score: -14213037.000000 Penalty: 5805.282715
	Iteration 32Q: 3 clusters Score -1.421304e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 117524 members 
Entering Unmasked Estep 
Score: -14213096.000000 Penalty: 5805.282715
	Iteration 33Q: 3 clusters Score -1.42131e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 117773 members 
Entering Unmasked Estep 
Score: -14213196.000000 Penalty: 5805.282715
	Iteration 34Q: 3 clusters Score -1.42132e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 118007 members 
Entering Unmasked Estep 
Score: -14213235.000000 Penalty: 5805.282715
	Iteration 35Q: 3 clusters Score -1.421324e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 118220 members 
Entering Unmasked Estep 
Score: -14213295.000000 Penalty: 5805.282715
	Iteration 36Q: 3 clusters Score -1.42133e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 118406 members 
Entering Unmasked Estep 
Score: -14213328.000000 Penalty: 5805.282715
	Iteration 37Q: 3 clusters Score -1.421333e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 118534 members 
Entering Unmasked Estep 
Score: -14213376.000000 Penalty: 5805.282715
	Iteration 38Q: 3 clusters Score -1.421338e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 118644 members 
Entering Unmasked Estep 
Score: -14213399.000000 Penalty: 5805.282715
	Iteration 39Q: 3 clusters Score -1.42134e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 118737 members 
Entering Unmasked Estep 
Score: -14213413.000000 Penalty: 5805.282715
	Iteration 40F: 3 clusters Score -1.421341e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 118814 members 
Entering Unmasked Estep 
Score: -14213433.000000 Penalty: 5805.282715
	Iteration 41Q: 3 clusters Score -1.421343e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 118893 members 
Entering Unmasked Estep 
Score: -14213477.000000 Penalty: 5805.282715
	Iteration 42Q: 3 clusters Score -1.421348e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 118967 members 
Entering Unmasked Estep 
Score: -14213496.000000 Penalty: 5805.282715
	Iteration 43Q: 3 clusters Score -1.42135e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 119031 members 
Entering Unmasked Estep 
Score: -14213513.000000 Penalty: 5805.282715
	Iteration 44Q: 3 clusters Score -1.421351e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 119099 members 
Entering Unmasked Estep 
Score: -14213521.000000 Penalty: 5805.282715
	Iteration 45Q: 3 clusters Score -1.421352e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 119170 members 
Entering Unmasked Estep 
Score: -14213566.000000 Penalty: 5805.282715
	Iteration 46Q: 3 clusters Score -1.421357e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 119247 members 
Entering Unmasked Estep 
Score: -14213617.000000 Penalty: 5805.282715
	Iteration 47Q: 3 clusters Score -1.421362e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 119301 members 
Entering Unmasked Estep 
Score: -14213623.000000 Penalty: 5805.282715
	Iteration 48Q: 3 clusters Score -1.421362e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 119352 members 
Entering Unmasked Estep 
Score: -14213634.000000 Penalty: 5805.282715
	Iteration 49Q: 3 clusters Score -1.421363e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 119390 members 
Entering Unmasked Estep 
Score: -14213626.000000 Penalty: 5805.282715
	Iteration 50Q: 3 clusters Score -1.421363e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 119422 members 
Entering Unmasked Estep 
Score: -14213666.000000 Penalty: 5805.282715
	Iteration 51Q: 3 clusters Score -1.421367e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 119458 members 
Entering Unmasked Estep 
Score: -14213678.000000 Penalty: 5805.282715
	Iteration 52Q: 3 clusters Score -1.421368e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 119489 members 
Entering Unmasked Estep 
Score: -14213668.000000 Penalty: 5805.282715
	Iteration 53Q: 3 clusters Score -1.421367e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 119521 members 
Entering Unmasked Estep 
Score: -14213661.000000 Penalty: 5805.282715
	Iteration 54Q: 3 clusters Score -1.421366e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 119549 members 
Entering Unmasked Estep 
Score: -14213657.000000 Penalty: 5805.282715
	Iteration 55Q: 3 clusters Score -1.421366e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 119572 members 
Entering Unmasked Estep 
Score: -14213656.000000 Penalty: 5805.282715
	Iteration 56Q: 3 clusters Score -1.421366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 119597 members 
Entering Unmasked Estep 
Score: -14213653.000000 Penalty: 5805.282715
	Iteration 57Q: 3 clusters Score -1.421365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 119616 members 
Entering Unmasked Estep 
Score: -14213653.000000 Penalty: 5805.282715
	Iteration 58Q: 3 clusters Score -1.421365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 119627 members 
Entering Unmasked Estep 
Score: -14213664.000000 Penalty: 5805.282715
	Iteration 59Q: 3 clusters Score -1.421366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 119638 members 
Entering Unmasked Estep 
Score: -14213664.000000 Penalty: 5805.282715
	Iteration 60F: 3 clusters Score -1.421366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 119646 members 
Entering Unmasked Estep 
Score: -14213667.000000 Penalty: 5805.282715
	Iteration 61Q: 3 clusters Score -1.421367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 119650 members 
Entering Unmasked Estep 
Score: -14213666.000000 Penalty: 5805.282715
	Iteration 62Q: 3 clusters Score -1.421367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 119651 members 
Entering Unmasked Estep 
Score: -14213666.000000 Penalty: 5805.282715
	Iteration 63Q: 3 clusters Score -1.421367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 119652 members 
Entering Unmasked Estep 
Score: -14213670.000000 Penalty: 5805.282715
	Iteration 64Q: 3 clusters Score -1.421367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 119656 members 
Entering Unmasked Estep 
Score: -14213675.000000 Penalty: 5805.282715
	Iteration 65Q: 3 clusters Score -1.421368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 119658 members 
Entering Unmasked Estep 
Score: -14213668.000000 Penalty: 5805.282715
	Iteration 66Q: 3 clusters Score -1.421367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 119659 members 
Entering Unmasked Estep 
Score: -14213676.000000 Penalty: 5805.282715
	Iteration 67Q: 3 clusters Score -1.421368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 119660 members 
Entering Unmasked Estep 
Score: -14213672.000000 Penalty: 5805.282715
	Iteration 68Q: 3 clusters Score -1.421367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 119660 members 
Entering Unmasked Estep 
Score: -14213672.000000 Penalty: 5805.282715
	Iteration 69F: 3 clusters Score -1.421367e+07 nChanged 0
--- Evaluating fit on full set of 1956292 points ---
Entering Unmasked Estep 
Score: -221476880.000000 Penalty: 50297.343750
25->15 Clusters: Score -221476880.000000, best is -222767936.000000

Main iterations: 0 (time per=infms)
Total iterations: 45972 (time per=457.088010ms)
Iterations metric 2: 4147767410688.000000 (time per=5.066159ns)
Iterations metric 3: 124425068347392.000000 (time per=168.882768ps)

That took 21013.250000 seconds.
